searchindex.js

Search.setIndex({docnames:["about/index_cn","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/v1/trainer_config_helpers/activations","api/v1/trainer_config_helpers/attrs","api/v1/trainer_config_helpers/data_sources","api/v1/trainer_config_helpers/evaluators","api/v1/trainer_config_helpers/layers","api/v1/trainer_config_helpers/networks","api/v1/trainer_config_helpers/optimizers","api/v1/trainer_config_helpers/poolings","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/reader/README","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_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/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/concepts/use_concepts_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","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/v1/trainer_config_helpers/activations.rst","api/v1/trainer_config_helpers/attrs.rst","api/v1/trainer_config_helpers/data_sources.rst","api/v1/trainer_config_helpers/evaluators.rst","api/v1/trainer_config_helpers/layers.rst","api/v1/trainer_config_helpers/networks.rst","api/v1/trainer_config_helpers/optimizers.rst","api/v1/trainer_config_helpers/poolings.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/reader/README.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_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/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/concepts/use_concepts_cn.rst","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{"paddle.trainer_config_helpers":{attrs:[7,0,0,"-"],data_sources:[8,0,0,"-"]},"paddle.trainer_config_helpers.attrs":{ExtraAttr:[7,1,1,""],ExtraLayerAttribute:[7,2,1,""],ParamAttr:[7,1,1,""],ParameterAttribute:[7,2,1,""]},"paddle.trainer_config_helpers.attrs.ParameterAttribute":{set_default_parameter_name:[7,3,1,""]},"paddle.trainer_config_helpers.data_sources":{define_py_data_sources2:[8,4,1,""]},"paddle.v2":{activation:[15,0,0,"-"],attr:[15,0,0,"-"],data_feeder:[14,0,0,"-"],data_type:[14,0,0,"-"],dataset:[14,0,0,"-"],event:[16,0,0,"-"],infer:[16,4,1,""],layer:[15,0,0,"-"],minibatch:[14,0,0,"-"],networks:[15,0,0,"-"],optimizer:[15,0,0,"-"],parameters:[16,0,0,"-"],pooling:[15,0,0,"-"],reader:[14,0,0,"-"],trainer:[16,0,0,"-"]},"paddle.v2.activation":{Abs:[15,2,1,""],BRelu:[15,2,1,""],Base:[15,2,1,""],Exp:[15,2,1,""],Identity:[15,1,1,""],Linear:[15,2,1,""],Log:[15,2,1,""],Relu:[15,2,1,""],STanh:[15,2,1,""],SequenceSoftmax:[15,2,1,""],Sigmoid:[15,2,1,""],SoftRelu:[15,2,1,""],Softmax:[15,2,1,""],Square:[15,2,1,""],Tanh:[15,2,1,""]},"paddle.v2.attr":{Extra:[15,1,1,""],ExtraAttr:[15,1,1,""],ExtraLayerAttribute:[15,2,1,""],Param:[15,1,1,""],ParamAttr:[15,1,1,""],ParameterAttribute:[15,2,1,""]},"paddle.v2.attr.ParameterAttribute":{set_default_parameter_name:[15,3,1,""]},"paddle.v2.data_feeder":{DataFeeder:[14,2,1,""]},"paddle.v2.data_feeder.DataFeeder":{convert:[14,3,1,""]},"paddle.v2.data_type":{InputType:[14,2,1,""],dense_vector:[14,4,1,""],dense_vector_sequence:[14,4,1,""],integer_value:[14,4,1,""],integer_value_sequence:[14,4,1,""],sparse_binary_vector:[14,4,1,""],sparse_binary_vector_sequence:[14,4,1,""],sparse_non_value_slot:[14,4,1,""],sparse_value_slot:[14,4,1,""],sparse_vector:[14,4,1,""],sparse_vector_sequence:[14,4,1,""]},"paddle.v2.dataset":{cifar:[14,0,0,"-"],conll05:[14,0,0,"-"],imdb:[14,0,0,"-"],imikolov:[14,0,0,"-"],mnist:[14,0,0,"-"],movielens:[14,0,0,"-"],sentiment:[14,0,0,"-"],uci_housing:[14,0,0,"-"]},"paddle.v2.dataset.mnist":{test:[14,4,1,""],train:[14,4,1,""]},"paddle.v2.dataset.sentiment":{get_word_dict:[14,4,1,""],test:[14,4,1,""],train:[14,4,1,""]},"paddle.v2.event":{BeginIteration:[16,2,1,""],BeginPass:[16,2,1,""],EndIteration:[16,2,1,""],EndPass:[16,2,1,""],TestResult:[16,2,1,""]},"paddle.v2.layer":{addto:[15,2,1,""],batch_norm:[15,2,1,""],bilinear_interp:[15,2,1,""],block_expand:[15,2,1,""],classification_cost:[15,2,1,""],concat:[15,2,1,""],context_projection:[15,2,1,""],conv_operator:[15,2,1,""],conv_projection:[15,2,1,""],conv_shift:[15,2,1,""],convex_comb:[15,2,1,""],cos_sim:[15,2,1,""],crf:[15,2,1,""],crf_decoding:[15,2,1,""],cross_entropy_cost:[15,2,1,""],cross_entropy_with_selfnorm_cost:[15,2,1,""],ctc:[15,2,1,""],data:[15,2,1,""],dotmul_operator:[15,2,1,""],dotmul_projection:[15,2,1,""],dropout:[15,2,1,""],embedding:[15,2,1,""],eos:[15,2,1,""],expand:[15,2,1,""],fc:[15,2,1,""],first_seq:[15,2,1,""],full_matrix_projection:[15,2,1,""],get_output:[15,2,1,""],gru_step:[15,2,1,""],grumemory:[15,2,1,""],hsigmoid:[15,2,1,""],huber_cost:[15,2,1,""],identity_projection:[15,2,1,""],img_cmrnorm:[15,2,1,""],img_conv:[15,2,1,""],img_pool:[15,2,1,""],interpolation:[15,2,1,""],lambda_cost:[15,2,1,""],last_seq:[15,2,1,""],linear_comb:[15,2,1,""],lstm_step:[15,2,1,""],lstmemory:[15,2,1,""],max_id:[15,2,1,""],maxout:[15,2,1,""],multi_binary_label_cross_entropy_cost:[15,2,1,""],nce:[15,2,1,""],out_prod:[15,2,1,""],pad:[15,2,1,""],parse_network:[15,4,1,""],pooling:[15,2,1,""],power:[15,2,1,""],print:[15,2,1,""],priorbox:[15,2,1,""],rank_cost:[15,2,1,""],recurrent:[15,2,1,""],regression_cost:[15,2,1,""],repeat:[15,2,1,""],rotate:[15,2,1,""],sampling_id:[15,2,1,""],scaling:[15,2,1,""],scaling_projection:[15,2,1,""],selective_fc:[15,2,1,""],seq_concat:[15,2,1,""],seq_reshape:[15,2,1,""],slope_intercept:[15,2,1,""],spp:[15,2,1,""],sum_cost:[15,2,1,""],sum_to_one_norm:[15,2,1,""],table_projection:[15,2,1,""],tensor:[15,2,1,""],trans:[15,2,1,""],trans_full_matrix_projection:[15,2,1,""],warp_ctc:[15,2,1,""]},"paddle.v2.minibatch":{batch:[14,4,1,""]},"paddle.v2.networks":{bidirectional_gru:[15,2,1,""],bidirectional_lstm:[15,2,1,""],dropout_layer:[15,2,1,""],gru_group:[15,2,1,""],gru_unit:[15,2,1,""],img_conv_bn_pool:[15,2,1,""],img_conv_group:[15,2,1,""],lstmemory_group:[15,2,1,""],lstmemory_unit:[15,2,1,""],sequence_conv_pool:[15,2,1,""],simple_attention:[15,2,1,""],simple_gru2:[15,2,1,""],simple_gru:[15,2,1,""],simple_img_conv_pool:[15,2,1,""],simple_lstm:[15,2,1,""],text_conv_pool:[15,2,1,""],vgg_16_network:[15,2,1,""]},"paddle.v2.parameters":{Parameters:[16,2,1,""],create:[16,4,1,""]},"paddle.v2.parameters.Parameters":{append_gradient_machine:[16,3,1,""],deserialize:[16,3,1,""],get:[16,3,1,""],get_shape:[16,3,1,""],has_key:[16,3,1,""],keys:[16,3,1,""],names:[16,3,1,""],serialize:[16,3,1,""],set:[16,3,1,""]},"paddle.v2.pooling":{Avg:[15,2,1,""],BasePool:[15,2,1,""],CudnnAvg:[15,2,1,""],CudnnMax:[15,2,1,""],Max:[15,2,1,""],SquareRootN:[15,2,1,""],Sum:[15,2,1,""]},"paddle.v2.reader":{buffered:[14,4,1,""],chain:[14,4,1,""],compose:[14,4,1,""],creator:[14,0,0,"-"],firstn:[14,4,1,""],map_readers:[14,4,1,""],shuffle:[14,4,1,""]},"paddle.v2.reader.creator":{np_array:[14,4,1,""],text_file:[14,4,1,""]},"paddle.v2.trainer":{SGD:[16,2,1,""]},"paddle.v2.trainer.SGD":{train:[16,3,1,""]}},objnames:{"0":["py","module","Python \u6a21\u5757"],"1":["py","attribute","Python \u5c5e\u6027"],"2":["py","class","Python \u7c7b"],"3":["py","method","Python \u65b9\u6cd5"],"4":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:module","1":"py:attribute","2":"py:class","3":"py:method","4":"py:function"},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":57,"0005\u4e58\u4ee5batch":49,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":56,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":56,"000\u4e2atxt\u6587\u4ef6":56,"000\u4f4d\u7528\u6237\u5bf94":53,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":50,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":53,"000\u90e8\u7535\u5f71\u76841":53,"00186201e":5,"00m":35,"02595v1":[10,15],"03m":35,"0424m":35,"0473v3":[11,15],"05d":49,"0630u":35,"06u":35,"0810u":35,"08823112e":5,"0957m":35,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":38,"0\u5c42\u5e8f\u5217":26,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":56,"0ab":[10,15],"0b1":24,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":49,"10007_10":56,"10014_7":56,"100m":19,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":50,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":50,"101\u5c42\u7f51\u7edc\u6a21\u578b":50,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":49,"10\u4ee5\u4e0a\u7684linux":22,"10\u6570\u636e\u96c6":49,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":49,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":49,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":49,"10gbe":22,"1150u":35,"11e6":43,"12194102e":5,"124n":35,"128\u7ef4\u548c256\u7ef4":48,"13m":43,"1490u":35,"14\u6570\u636e\u96c6":57,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":57,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":40,"152\u5c42\u7f51\u7edc\u6a21\u578b":50,"15501715e":5,"1550u":35,"15\u884c":27,"1636k":57,"16u":35,"173m":50,"173n":35,"1770u":35,"18\u5c81\u4ee5\u4e0b":53,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":43,"197u":35,"1\u7684\u5c42\u4e4b\u5916":40,"1\u7a00\u758f\u6570\u636e":32,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":40,"1\u9664\u4ee5batch":49,"1m\u6570\u636e\u96c6\u4e2d":54,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":54,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":49,"210u":35,"211839e770f7b538e2d8":[11,15],"215n":35,"228u":35,"234m":50,"24\u5c81":53,"2520u":35,"25639710e":5,"25k":52,"2680u":35,"26\u884c":27,"27787406e":5,"279n":35,"27m":35,"285m":35,"2863m":35,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":3,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":3,"28m":35,"2977m":35,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":57,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":19,"2\u4e2a\u6d6e\u70b9\u6570":20,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":44,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":40,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":44,"2nd":[10,15],"302n":35,"30u":35,"3206325\u4e2a\u8bcd\u548c3\u4e2a\u7279\u6b8a\u6807\u8bb0":48,"32777140e":5,"328n":35,"32\u7ef4":48,"32u":35,"331n":35,"3320u":35,"34\u5c81":53,"35\u65f6":57,"36540484e":5,"36u":35,"3710m":35,"3768m":35,"387u":35,"38u":35,"3920u":35,"39u":35,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":57,"3\u53f7gpu":19,"4035m":35,"4090u":35,"4096mb":38,"40gbe":22,"4279m":35,"43630644e":5,"43u":35,"448a5b355b84":43,"44\u5c81":53,"4560u":35,"4563m":35,"45u":35,"4650u":35,"4726m":35,"473m":43,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":53,"4gb":38,"500\u4e2atxt\u6587\u4ef6":56,"500m":19,"50\u5c42":50,"50\u5c42\u7f51\u7edc\u6a21\u578b":50,"51111044e":5,"514u":35,"525n":35,"526u":35,"53018653e":5,"536u":35,"5460u":35,"5470u":35,"54u":35,"55\u5c81":53,"55g":57,"5690m":35,"56gbe":22,"573u":35,"578n":35,"5798m":35,"586u":35,"58s":43,"5969m":35,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":48,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":24,"6080u":35,"6082v4":[10,15],"6140u":35,"6305m":35,"639u":35,"64\u7ef4":48,"655u":35,"6780u":35,"6810u":35,"682u":35,"6970u":35,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":35,"6\u4e2a\u8282\u70b9":36,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":48,"704u":35,"70634608e":5,"7090u":35,"72296313e":5,"72u":35,"73u":35,"75u":35,"760u":35,"767u":35,"783n":35,"784u":35,"78m":35,"7eamaa":14,"7kb":43,"8250u":35,"8300u":35,"830n":35,"849m":35,"85625684e":5,"861u":35,"864k":57,"8661m":35,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":48,"877\u884c":48,"892m":35,"8\u4ee5\u4e0a":31,"901n":35,"90u":35,"918u":35,"9247m":35,"924n":35,"9261m":35,"93137714e":5,"9330m":35,"94u":35,"9530m":35,"96644767e":5,"983m":35,"988u":35,"997u":35,"99982715e":5,"99m":50,"99u":35,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":43,"\u0233":20,"\u03b5":20,"\u4e00":27,"\u4e00\u4e2a":41,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":26,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":26,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":20,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":49,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u4f5c\u4e1a\u91cc\u5305\u62ec\u82e5\u5e72trainer\u8fdb\u7a0b\u548c\u82e5\u5e72paramet":41,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":42,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":43,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":26,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":26,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":26,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":29,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":49,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":26,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":26,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":26,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":26,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":29,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":29,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":29,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":56,"\u4e00\u4e2a\u6216\u591a\u4e2a":42,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":19,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":35,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":26,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":26,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":56,"\u4e00\u4e2a\u7b80\u5355\u7684\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3a":41,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":32,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":32,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":32,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":19,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":38,"\u4e00\u4e2alabel":27,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":30,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":55,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":52,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":42,"\u4e00\u4e2apserver\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u7aef\u53e3\u7528\u6765\u505a\u7a00\u758f\u66f4\u65b0":41,"\u4e00\u4e9b\u60c5\u51b5\u4e0b":41,"\u4e00\u4e9b\u968f\u673a\u5316\u566a\u58f0\u6dfb\u52a0\u90fd\u5e94\u8be5\u5728dataprovider\u4e2d\u5b8c\u6210":41,"\u4e00\u4eba":27,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":29,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":54,"\u4e00\u65e6\u4f60\u521b\u5efa\u4e86\u4e00\u4e2afork":31,"\u4e00\u65e9":27,"\u4e00\u662fbatch":19,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":36,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":42,"\u4e00\u6b21\u6027\u676f\u5b50":27,"\u4e00\u6b21yield\u8c03\u7528":3,"\u4e00\u79cd\u5e38\u7528\u7684\u505a\u6cd5\u662f\u7528\u5b66\u4e60\u7684\u6a21\u578b\u5bf9\u53e6\u5916\u4e00\u7ec4\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u9884\u6d4b":20,"\u4e00\u7bc7\u8bba\u6587":57,"\u4e00\u7ea7\u76ee\u5f55":[56,57],"\u4e00\u81f4":[26,27],"\u4e00\u822c\u5728paddlepaddle\u4e2d":27,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,20],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u5c01\u88c5\u4e86\u8bb8\u591a\u590d\u6742\u64cd\u4f5c\u7684\u96c6\u5408":41,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":19,"\u4e00\u822c\u6765\u8bf4":30,"\u4e00\u822c\u800c\u8a00":57,"\u4e00\u822c\u8868\u793a":27,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":52,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u4e09\u7ea7\u76ee\u5f55":[56,57],"\u4e0a":31,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":55,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":56,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":27,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":44,"\u4e0a\u7f51":27,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":19,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":35,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":36,"\u4e0b":49,"\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":35,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":49,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":55,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":50,"\u4e0b\u56fe\u63cf\u8ff0\u4e86\u7528\u6237\u4f7f\u7528\u6846\u56fe":41,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":32,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":29,"\u4e0b\u6587\u4f7f\u7528":44,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":43,"\u4e0b\u6b21":27,"\u4e0b\u7684":44,"\u4e0b\u8868\u5c55\u793a\u4e86batch":50,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":43,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":24,"\u4e0b\u8f7d\u6570\u636e\u96c6":49,"\u4e0b\u8f7dwmt":57,"\u4e0b\u8ff0\u5185\u5bb9\u5c06\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u7c7b\u522b\u63cf\u8ff0":22,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":35,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":54,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":42,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u6570\u636e\u6e90\u914d\u7f6e":41,"\u4e0b\u9762\u5217\u51fa\u4e86":30,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":32,"\u4e0b\u9762\u5c06\u5206\u522b\u4ecb\u7ecd\u8fd9\u4e24\u90e8\u5206":41,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":44,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":49,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":49,"\u4e0b\u9762\u662fcifar":49,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":32,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":50,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":50,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":32,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":20,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":26,"\u4e0d":27,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4f1a\u518d\u4ece":19,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":32,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":57,"\u4e0d\u540c":55,"\u4e0d\u540c\u4e3b\u673a":42,"\u4e0d\u540c\u4ea7\u54c1":56,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":38,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":50,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":30,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":19,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":44,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":3,"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":42,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":29,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":29,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":27,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":42,"\u4e0d\u542b\u53ef\u5b66\u4e60\u53c2\u6570":41,"\u4e0d\u5c11":27,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":29,"\u4e0d\u5fc5\u518d\u5c06\u4efb\u610f\u957f\u5ea6\u6e90\u8bed\u53e5\u4e2d\u7684\u6240\u6709\u4fe1\u606f\u538b\u7f29\u81f3\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf\u4e2d":57,"\u4e0d\u6307\u5b9a\u65f6":29,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":42,"\u4e0d\u652f\u6301":55,"\u4e0d\u652f\u6301avx\u6307\u4ee4\u96c6\u7684cpu\u4e5f\u53ef\u4ee5\u8fd0\u884c":22,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":3,"\u4e0d\u6ee1\u8db3\u94a9\u5b50":31,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u63d0\u4ea4\u4ee3\u7801\u5230":31,"\u4e0d\u8fc7":27,"\u4e0d\u8fdc":27,"\u4e0d\u9002\u5408\u63d0\u4ea4\u7684\u4e1c\u897f":31,"\u4e0d\u9519":27,"\u4e0d\u9700\u8981\u5bf9\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u4efb\u4f55\u9884\u5904\u7406":30,"\u4e0d\u9700\u8981avx\u6307\u4ee4\u96c6\u7684cpu\u4e5f\u53ef\u4ee5\u8fd0\u884c":22,"\u4e0e":[44,48,57],"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":27,"\u4e0e\u5728":55,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":36,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":44,"\u4e0e\u7ffb\u8bd1":57,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":56,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":57,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":19,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":53,"\u4e0ejob":44,"\u4e0etime":53,"\u4e14":27,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":3,"\u4e14\u652f\u6301\u90e8\u7f72\u5230":42,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":27,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":56,"\u4e24":27,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":36,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":33,"\u4e24\u4e2a\u5d4c\u5957\u7684":29,"\u4e24\u4e2a\u64cd\u4f5c":35,"\u4e24\u4e2a\u6587\u4ef6\u5939":49,"\u4e24\u4e2a\u6587\u6863":22,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":55,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":27,"\u4e24\u4e2a\u90e8\u5206":33,"\u4e24\u79cd\u7c7b\u522b":52,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":52,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":19,"\u4e2a\u5355\u8bcd":57,"\u4e2a\u6027\u5316\u63a8\u8350":51,"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":54,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":38,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":38,"\u4e2d":[19,32,41,44,49,52,54,55,56],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6":31,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":48,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":57,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":57,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":27,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":52,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":57,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":31,"\u4e2d\u5b89\u88c5":36,"\u4e2d\u5b8c\u6210":56,"\u4e2d\u5b9a\u4e49":30,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":29,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":56,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":50,"\u4e2d\u6307\u5b9a":38,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":40,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":50,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":50,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":21,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":33,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":27,"\u4e2d\u65b0\u7684\u63d0\u4ea4\u5bfc\u81f4\u4f60\u7684":31,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":53,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":44,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":38,"\u4e2d\u7684":50,"\u4e2d\u7684\u4e00\u884c":3,"\u4e2d\u7684\u4e8c\u8fdb\u5236\u4f7f\u7528\u4e86":22,"\u4e2d\u7684\u5185\u5bb9":55,"\u4e2d\u7684\u63a5\u53e3":54,"\u4e2d\u7684\u6570\u636e":50,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":54,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":50,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":56,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":54,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":57,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":42,"\u4e2d\u7684\u7b2ci\u884c":57,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":53,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":56,"\u4e2d\u83b7\u53d6":44,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":36,"\u4e2d\u8bbe\u7f6e":36,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":36,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":32,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":30,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":19,"\u4e3a":[3,30],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":56,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":32,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":56,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":42,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":32,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":29,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":36,"\u4e3a\u4e86\u66f4\u7075\u6d3b\u7684\u914d\u7f6e":41,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":36,"\u4e3a\u4e86\u7528\u6237\u80fd\u591f\u7075\u6d3b\u7684\u5904\u7406\u6570\u636e":41,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":35,"\u4e3a\u4e86\u8fd0\u884cpaddlepaddle\u7684docker\u955c\u50cf":22,"\u4e3a\u4e86\u8fd8\u539f":20,"\u4e3a\u4e86\u907f\u514d\u7528\u6237\u76f4\u63a5\u5199\u590d\u6742\u7684protobuf":41,"\u4e3a\u4f8b":52,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":36,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":52,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":19,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":35,"\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":48,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":36,"\u4e3a\u6b64":[31,43],"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":32,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":36,"\u4e3ajson\u6216yaml\u683c\u5f0f":54,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":32,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":38,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u539f\u56e0":27,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":49,"\u4e3b\u8981\u7528\u5728\u5ea6\u91cf\u5b66\u4e60\u4e2d":38,"\u4e3b\u8981\u7531layer\u7ec4\u6210":41,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":52,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":19,"\u4e3e\u4f8b":19,"\u4e3e\u4f8b\u8bf4\u660e":27,"\u4e4b\u524d":31,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":52,"\u4e4b\u540e":[20,32],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":36,"\u4e4b\u540e\u4f7f\u7528":32,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":32,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":32,"\u4e4b\u540e\u5b9a\u4e49\u7684":49,"\u4e4b\u95f4\u7684\u8ddd\u79bb":20,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":29,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":32,"\u4e5d\u4e2a":55,"\u4e5f":27,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":29,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":42,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":29,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u6267\u884c":22,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":35,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":44,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":52,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":42,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":52,"\u4e5f\u5c31\u662f\u8bf4":[38,40,48],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":54,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":44,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":35,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":27,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":42,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":29,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":19,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":52,"\u4e5f\u79f0\u4f5c":41,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":49,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e7e":27,"\u4e86":27,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":35,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":30,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":30,"\u4e8c\u6b21\u5f00\u53d1\u53ef\u4ee5":22,"\u4e8c\u7ea7\u76ee\u5f55":[56,57],"\u4e8c\u7ef4\u77e9\u9635":50,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":27,"\u4e8c\u8fdb\u5236":48,"\u4e92\u76f8\u901a\u4fe1":42,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":56,"\u4e94\u661f\u7ea7":27,"\u4e9a\u9a6c\u900a":56,"\u4ea4\u901a":27,"\u4ea4\u901a\u4fbf\u5229":27,"\u4ec0\u4e48":54,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":56,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":54,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":54,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":56,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":32,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":32,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":44,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":42,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":52,"\u4ece":[35,55],"\u4ece0\u5230num":38,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":29,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":35,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":20,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":56,"\u4ece\u5927\u5230\u5c0f":57,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":55,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":27,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":52,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":57,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":56,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":57,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":32,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":20,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":52,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":57,"\u4ece\u8bed\u4e49\u4e0a\u770b":29,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":27,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":20,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":48,"\u4ecestart":38,"\u4ecetest":57,"\u4ed3\u5e93":31,"\u4ed4\u7ec6\u89c2\u5bdf":50,"\u4ed6\u4eec\u5206\u522b\u662f":27,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":27,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":50,"\u4ed6\u4eec\u662f":22,"\u4ed6\u4eec\u7684imag":22,"\u4ee3\u66ff":44,"\u4ee3\u7801":54,"\u4ee3\u7801\u4e2d9":27,"\u4ee3\u7801\u5982\u4e0b":30,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":44,"\u4ee3\u8868\u7f16\u53f7":54,"\u4ee5\u4e0b":54,"\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u5b9a\u4e49\u4e86\u4e09\u4e2a\u8f93\u5165":30,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":30,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":53,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":31,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":52,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":36,"\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":48,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":36,"\u4ee5\u4fbf\u5ba1\u9605\u8005\u53ef\u4ee5\u770b\u5230\u65b0\u7684\u8bf7\u6c42\u548c\u65e7\u7684\u8bf7\u6c42\u4e4b\u95f4\u7684\u533a\u522b":31,"\u4ee5\u4fbf\u7528\u6237":36,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":32,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":32,"\u4ee5\u5206\u7c7b\u6765\u81ea":56,"\u4ee5\u53ca":32,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":30,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":26,"\u4ee5\u53ca\u5728wmt":57,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":49,"\u4ee5\u53ca\u6570\u636e\u8bfb\u53d6\u51fd\u6570":41,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":29,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":32,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":54,"\u4ee5\u53carelu":32,"\u4ee5\u592a\u7f51\u5361":22,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":36,"\u4ee5\u9017\u53f7":48,"\u4ee5\u9017\u53f7\u95f4\u9694":38,"\u4ef7\u683c":27,"\u4efb\u52a1":54,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":36,"\u4efb\u52a1\u7b80\u4ecb":25,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":27,"\u4f18\u5316":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":32,"\u4f18\u5316\u7b97\u6cd5":41,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":44,"\u4f1a\u5171\u4eab\u53c2\u6570":19,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":38,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":27,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":44,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":19,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":29,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":29,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":19,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":29,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":29,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":2,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":3,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":32,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":57,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":44,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":29,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":29,"\u4f20\u5165":3,"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":5,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":5,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":19,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":38,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":32,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":38,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":27,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":27,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":20,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":29,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":21,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":27,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":3,"\u4f46\u662f":[19,27,31],"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":36,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":37,"\u4f46\u662f\u5982\u679c\u4f7f\u7528\u4e86\u9ad8\u6027\u80fd\u7684\u7f51\u5361":22,"\u4f46\u662f\u5982\u679c\u5b58\u5728\u4ee3\u7801\u51b2\u7a81":31,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":27,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":21,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":40,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":19,"\u4f46\u662f\u8fd9\u4e2a\u503c\u4e0d\u53ef\u4ee5\u8c03\u7684\u8fc7\u5927":41,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":57,"\u4f46\u662f\u8fdc\u672a\u5b8c\u5584":0,"\u4f46\u662f\u9690\u85cf\u5c42\u4e2d\u7684\u6bcf\u4e2a\u666e\u901a\u8282\u70b9\u88ab\u4e00\u4e2a\u8bb0\u5fc6\u5355\u5143\u66ff\u6362":56,"\u4f46\u662fbatch":19,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":3,"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":3,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":27,"\u4f4f":27,"\u4f53\u88c1\u5b57\u5178":54,"\u4f53\u88c1\u5b57\u6bb5":54,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":54,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":54,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":27,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":30,"\u4f5c\u4e3a\u53c2\u6570\u7684id":19,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":29,"\u4f5c\u4e3a\u6d88\u606f\u957f\u5ea6":41,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":53,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":20,"\u4f5c\u4e3a\u8f93\u51fa":30,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":36,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":27,"\u4f5c\u5bb6":53,"\u4f5c\u7528":26,"\u4f60":31,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":50,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":52,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":48,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":50,"\u4f60\u53ea\u9700\u5b8c\u6210":36,"\u4f60\u53ea\u9700\u81ea\u5df1\u521b\u5efa\u5b83":31,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":52,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":57,"\u4f60\u53ef\u4ee5\u4f7f\u7528":50,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":56,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4f60\u6700\u559c\u6b22\u7684":31,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":36,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":36,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":54,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":54,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":40,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":50,"\u4f60\u53ef\u4ee5\u70b9\u51fb":31,"\u4f60\u53ef\u4ee5\u7528":31,"\u4f60\u53ef\u4ee5\u901a\u8fc7":31,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":50,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":54,"\u4f60\u53ef\u80fd\u8981\u5904\u7406\u51b2\u7a81":31,"\u4f60\u53ef\u80fd\u9700\u8981\u6839\u636egit\u63d0\u793a\u89e3\u51b3\u51b2\u7a81":31,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":48,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":57,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":50,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":50,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":57,"\u4f60\u5c06\u5728\u76ee\u5f55":56,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":54,"\u4f60\u5e94\u8be5\u4ece\u6700\u65b0\u7684":31,"\u4f60\u7684\u4ed3\u5e93":31,"\u4f60\u7684\u4ee3\u7801\u5fc5\u987b\u5b8c\u5168\u9075\u5b88":31,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":36,"\u4f60\u7684\u672c\u5730\u4e3b\u5206\u652f\u4e0e\u4e0a\u6e38\u4fee\u6539\u7684\u4e00\u81f4\u5e76\u662f\u6700\u65b0\u7684":31,"\u4f60\u7684\u8bf7\u6c42":31,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":36,"\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":32,"\u4f60\u9700\u8981\u5728\u672c\u5730\u4ed3\u5e93\u6267\u884c\u5982\u4e0b\u547d\u4ee4":31,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":40,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":32,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":54,"\u4f60\u9700\u8981\u624b\u52a8\u8fdb\u884c\u66f4\u65b0":31,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":32,"\u4f60\u9700\u8981\u9996\u5148\u6dfb\u52a0\u8fdc\u7a0b":31,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":52,"\u4f7f\u5f97":20,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":57,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":19,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":32,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":20,"\u4f7f\u7528":[19,22,27,29,30,32,35,38,41,52,55,56],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":40,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":40,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":50,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":40,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":40,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":32,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":19,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":43,"\u4f7f\u7528\u4e86":41,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":19,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":55,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":24,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":48,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":56,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":19,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":19,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":49,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":48,"\u4f7f\u7528\u5982\u4e0b\u811a\u672c\u53ef\u4ee5\u786e\u5b9a\u672c\u673a\u7684cpu\u662f\u5426\u652f\u6301":22,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":30,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":44,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":43,"\u4f7f\u7528\u624b\u5de5\u6307\u5b9a\u7aef\u53e3\u6570\u91cf":41,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":19,"\u4f7f\u7528\u6848\u4f8b":39,"\u4f7f\u7528\u7684":19,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":38,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":29,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":50,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":38,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":38,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":57,"\u4f7f\u7528\u8be5dockerfile\u6784\u5efa\u51fa\u955c\u50cf":22,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":55,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":49,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":27,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":32,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":56,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":48,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":38,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":40,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":40,"\u4f7f\u7528cpu\u8bad\u7ec3":56,"\u4f7f\u7528dockerfile\u6784\u5efa\u4e00\u4e2a\u5168\u65b0\u7684dock":22,"\u4f7f\u7528init":40,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":27,"\u4f7f\u7528max":49,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":27,"\u4f7f\u7528model":40,"\u4f7f\u7528paddlepaddl":52,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":49,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":38,"\u4f7f\u7528ssh\u8bbf\u95eepaddlepaddle\u955c\u50cf":22,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":49,"\u4f86":27,"\u4f8b\u5982":[3,19,21,27,30,32,35,36,37,38,40,41,44,50,52,54,56],"\u4f8b\u5982\u4e0a\u6587\u7684pod":42,"\u4f8b\u5982\u4e0a\u9762\u7684":20,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":36,"\u4f8b\u5982\u4f7f\u7528":19,"\u4f8b\u5982\u586b\u5145":30,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":27,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":27,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":27,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":19,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":49,"\u4f8b\u5982hostpath":42,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":44,"\u4f8b\u5982rdma\u7f51\u5361":22,"\u4f8b\u5982sigmoid":32,"\u4f8b\u5982sigmoid\u53d8\u6362":52,"\u4f8b\u5b50\u4e2d\u662f":32,"\u4f8b\u5b50\u4e2d\u662f0":32,"\u4f8b\u5b50\u4e2d\u662f100":32,"\u4f8b\u5b50\u4e2d\u662f4096":32,"\u4f8b\u5b50\u4e2d\u662f8192":32,"\u4f8b\u5b50\u4e2d\u662ffc":32,"\u4f8b\u5b50\u4e2d\u662fsoftmax":32,"\u4f8b\u5b50\u4f7f\u7528":42,"\u4f9bpaddlepaddle\u52a0\u8f7d":38,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":56,"\u4f9d\u8d56\u4e8epython\u7684":49,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":42,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":42,"\u4fbf\u5229":27,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":27,"\u4fbf\u5b9c":27,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":38,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":57,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":38,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":38,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":50,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":36,"\u4fe1\u606f":22,"\u4fee\u6539":[42,43],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":43,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":35,"\u4fee\u6539\u6587\u6863":34,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":27,"\u503c\u5f97\u6df1\u5165\u5206\u6790":35,"\u503c\u7c7b\u578b":40,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":19,"\u5047\u8bbe":32,"\u5047\u8bbe\u53d8\u91cf":20,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":32,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":48,"\u504f\u7f6e\u53c2\u6570":50,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":32,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":38,"\u505c\u7535":27,"\u513f\u7ae5\u7247":53,"\u5143\u7d20":26,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":26,"\u5148\u4f7f\u7528\u547d\u4ee4":41,"\u5148\u8c03\u7528initializer\u51fd\u6570":52,"\u5168\u5bb6":27,"\u5168\u8fde\u63a5\u5c42":[20,41,48,49,54],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":32,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":54,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":50,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":32,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":32,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":32,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":32,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":55,"\u516c\u94a5\u5199\u5165":36,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":55,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":55,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":44,"\u5171\u670932":48,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":49,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":27,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u5173\u4e8eunbound":29,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":49,"\u5173\u95edcontain":22,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":49,"\u5176\u4e2d":[3,19,20,22,30,32,41,48,49,50],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":50,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":49,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":49,"\u5176\u4e2d\u5305\u542b6":53,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":49,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":56,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":55,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":57,"\u5176\u4e2d\u6570\u636e\u6e90\u914d\u7f6e\u4e0edataprovider\u7684\u5173\u7cfb\u662f":41,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":52,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":2,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":26,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":57,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":57,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":57,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":50,"\u5176\u4e2dbeam":57,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":38,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":38,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4ed6":53,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":57,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":19,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":19,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":52,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":40,"\u5176\u4ed6\u7528\u6237\u5206\u652f\u662f\u7279\u5f81\u5206\u652f":31,"\u5176\u4ed6\u884c\u53ef\u4ee5\u6dfb\u52a0\u4e00\u4e9b\u7ec6\u8282":31,"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":30,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":32,"\u5176\u4f59\u884c\u662f":48,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":2,"\u5176\u5177\u4f53\u8bf4\u660e\u4e86\u5b57\u6bb5\u7c7b\u578b\u548c\u6587\u4ef6\u540d\u79f0":54,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":42,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":52,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":52,"\u5176\u5b83layer\u7684\u8f93\u51fa":29,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":19,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":42,"\u5176\u6b21":[3,27,52],"\u5176\u76ee\u7684\u662f\u5728\u7ed9\u5b9a\u7684\u8f93\u5165\u53e5\u5b50\u4e2d\u53d1\u73b0\u6bcf\u4e2a\u8c13\u8bcd\u7684\u8c13\u8bcd\u8bba\u5143\u7ed3\u6784":55,"\u5176\u8bf4\u660e\u5982\u4e0b":27,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":57,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":30,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":19,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,32],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":29,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":35,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":19,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":52,"\u5177\u4f53\u7684\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":41,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":19,"\u5177\u4f53\u8ba1\u7b97\u662f\u901a\u8fc7\u5185\u90e8\u7684":41,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":50,"\u5177\u4f53\u8bf7\u53c2\u8003":3,"\u5177\u4f53\u8bf7\u53c2\u8003\u6ce8\u610f\u4e8b\u9879\u4e2d\u7684":22,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":27,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":56,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":30,"\u5185\u5b58":35,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":38,"\u5185\u5bb9":52,"\u5185\u5bb9\u5982\u4e0b":43,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":27,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":44,"\u5185\u90e8":44,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":54,"\u518d\u4f20\u5165\u7ed9train":41,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":27,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":27,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":27,"\u518d\u6307\u5b9a":21,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":35,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":32,"\u518d\u901a\u8fc7\u51fd\u6570":44,"\u5192\u9669\u7247":53,"\u5197\u4f59\u7b49\u529f\u80fd":42,"\u5199\u4e0b\u4f60\u7684\u6ce8\u91ca":31,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":57,"\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":32,"\u519c\u6c11":53,"\u51c6\u5907":27,"\u51c6\u5907\u597d\u6570\u636e":54,"\u51c6\u5907\u6570\u636e":25,"\u51c6\u5907\u7528\u6765\u5b66\u4e60\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u6570\u636e":30,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":19,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":19,"\u51cf\u5c0fbatch":19,"\u51fa\u53bb\u73a9":27,"\u51fa\u5dee":27,"\u51fa\u6765":27,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":19,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":19,"\u51fd\u6570":[3,20,30,32,35,55,56],"\u51fd\u6570\u4e2d":30,"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":36,"\u51fd\u6570\u5047\u8bbe":30,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":35,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":29,"\u51fd\u6570\u5c06\u8fd4\u56de\u4e09\u4e2a\u6574\u6570\u5217\u8868":30,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":32,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":32,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":29,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":32,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":35,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":5,"\u51fd\u6570\u7684":3,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":32,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":32,"\u5206\u4e3a\u597d\u8bc4":52,"\u5206\u522b\u4e3a":48,"\u5206\u522b\u4e3atrain":57,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":29,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":27,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":57,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":29,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":20,"\u5206\u522b\u662f":26,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":30,"\u5206\u522b\u662fsentences\u548clabel":27,"\u5206\u522b\u662fwords\u548clabel":27,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":32,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":27,"\u5206\u5272":[53,55],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":54,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":42,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":31,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":35,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":56,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":50,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":48,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":48,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":48,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":38,"\u5206\u9694":[48,54],"\u5206\u9694\u7b26\u4e3a":53,"\u5217\u8868":54,"\u5217\u8868\u5982\u4e0b":3,"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":32,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f1a\u9ed8\u8ba4\u751f\u6210\u4e00\u4e2alist\u6587\u4ef6":41,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":55,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":38,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":38,"\u5219\u5148\u505a\u5d4c\u5165":54,"\u5219\u53ef\u4ee5\u4f7f\u7528":22,"\u5219\u53ef\u4ee5\u50cf":36,"\u5219\u53ef\u4ee5\u9009\u62e9\u4e0a\u8868\u4e2d\u7684avx\u7248\u672cpaddlepaddl":22,"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":52,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":38,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":35,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":38,"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":19,"\u5219\u9700\u8981\u5148\u5c06":22,"\u5219\u9700\u8981\u8fdb\u884c\u4e00\u5b9a\u7684\u4e8c\u6b21\u5f00\u53d1":22,"\u5219\u9700\u8981\u914d\u7f6e":42,"\u521b\u5efa":31,"\u521b\u5efa\u4e00\u4e2akubernet":44,"\u521b\u5efa\u5e76\u6d4b\u8bd5\u4f60\u7684\u4ee3\u7801":31,"\u521b\u5efa\u6210\u529f\u540e":44,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":57,"\u521b\u5efa\u8fdc\u7a0b\u5206\u652f":31,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":32,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":32,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":38,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":48,"\u521d\u59cb\u5316\u7236\u7c7b":32,"\u521d\u59cb\u5316biases_":32,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":29,"\u5220\u9664contain":22,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":19,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":52,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":19,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":54,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":56,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":29,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":52,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":42,"\u5229\u843d":27,"\u5230":[19,30],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":36,"\u5230\u672c\u5730":31,"\u5230\u76ee\u524d\u4e3a\u6b62":55,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":44,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":44,"\u5237\u7259":27,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":44,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":57,"\u524d\u53f0":27,"\u524d\u5411\u4f20\u64ad":32,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":32,"\u524d\u5411\u548c\u540e\u5411":32,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":32,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":52,"\u52a0\u5165":35,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":30,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":30,"\u52a0\u8f7d\u6570\u636e":55,"\u52a0\u8f7d\u6a21\u578b":55,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":57,"\u52a0\u8f7dtest":38,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":19,"\u52a8\u4f5c\u7247":53,"\u52a8\u753b\u7247":53,"\u52a8\u8bcd":55,"\u52a9\u624b":32,"\u5305":22,"\u5305\u542b12":56,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":48,"\u5305\u542b3\u4e2a\u5c5e\u6027":48,"\u5305\u542b50":56,"\u5305\u548c":22,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":19,"\u5305\u62ec":[38,52,55,57],"\u5305\u62ec\u4e86\u56fe\u50cf\u7684\u5377\u79ef":41,"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":53,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":19,"\u5305\u62ec\u5b66\u4e60\u7387":41,"\u5305\u62ec\u6570\u636e\u8f93\u5165":20,"\u5305\u62ec\u751f\u6210cpu":21,"\u5305\u62ec\u7b80\u5355\u7684":52,"\u5305\u62ecbool":40,"\u5305\u62ecdocker\u955c\u50cf":23,"\u5305\u62ecpaddle\u7684\u4e8c\u8fdb\u5236":22,"\u5305\u62ecpaddle\u8fd0\u884cdemo\u6240\u9700\u8981\u7684\u4f9d\u8d56":22,"\u5305\u662f\u6700\u65b0\u7684":19,"\u5305\u6bd4\u8f83\u8001":19,"\u5305\u7684\u65b9\u6cd5\u662f":19,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":27,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":27,"\u533b\u751f":53,"\u533b\u7597\u4fdd\u5065":53,"\u5341\u4e00":27,"\u5347\u5e8f\u6392\u5217":57,"\u534e\u6da6\u4e07\u5bb6":27,"\u5355\u4f4d\u662fmb":38,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":19,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":37,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":27,"\u5355\u53cc\u5c42rnn":28,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":20,"\u5355\u5c42":29,"\u5355\u5c42\u4e0d\u7b49\u957frnn":27,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":27,"\u5355\u5c42\u5e8f\u5217":26,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":26,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":26,"\u5355\u5c42\u6216\u53cc\u5c42":26,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":27,"\u5355\u5c42rnn":[27,29],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":27,"\u5355\u673a\u6a21\u5f0f\u7528\u547d\u4ee4":41,"\u5355\u673a\u8bad\u7ec3\u901a\u5e38\u53ea\u5305\u62ec\u4e00\u4e2atrainer\u8fdb\u7a0b":41,"\u5355\u673acpu\u8bad\u7ec3":19,"\u5355\u673agpu\u8bad\u7ec3":19,"\u5355\u6b65\u51fd\u6570":30,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":30,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":30,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":30,"\u5355\u8fdb\u5355\u51fa":29,"\u536b\u751f":27,"\u5373":[19,20,22,33,44,52,56],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":3,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":27,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":27,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":27,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":27,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":27,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":27,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":27,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":38,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4fbf\u8bbe\u7f6e":19,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":29,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":30,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":56,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":27,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":29,"\u5373\u53ef":20,"\u5373\u53ef\u4ee5\u4f7f\u7528ssh\u8bbf\u95ee\u5bbf\u4e3b\u673a\u76848022\u7aef\u53e3":22,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":19,"\u5373\u53ef\u542f\u52a8\u548c\u8fdb\u5165paddlepaddle\u7684contain":22,"\u5373\u53ef\u6253\u5370\u51fapaddlepaddle\u7684\u7248\u672c\u548c\u6784\u5efa":22,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":27,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":19,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":3,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":52,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":27,"\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":27,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":20,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":29,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":27,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":26,"\u5373\u6574\u6570\u6570\u7ec4":27,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":27,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":27,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":56,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":56,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":27,"\u5373\u7f51\u5361\u540d":44,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bbe\u7f6e":19,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":19,"\u5373input":29,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":27,"\u5377\u79ef\u5c42":49,"\u5377\u79ef\u5c42\u6743\u91cd":50,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":49,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":49,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":49,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":49,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":52,"\u5378\u8f7dpaddlepaddle\u5305":19,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":27,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":19,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":24,"\u53bb\u8fc7":27,"\u53c2\u6570":[3,7,8,9,10,11,12,14,15,16,32,37,44,48,50,56],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":19,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":55,"\u53c2\u6570\u5373\u53ef":56,"\u53c2\u6570\u540d":50,"\u53c2\u6570\u6570\u91cf":52,"\u53c2\u6570\u670d\u52a1\u5668":37,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":38,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":38,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":38,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":38,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":38,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":19,"\u53c2\u6570\u6982\u8ff0":39,"\u53c2\u6570\u7684\u89e3\u6790":44,"\u53c2\u6570\u7ef4\u5ea6":48,"\u53c2\u6570\u884c":48,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":27,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":30,"\u53c2\u8003":42,"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":35,"\u53c2\u8003\u6587\u732e":57,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":27,"\u53c2\u8003\u955c\u50cf\u7684":44,"\u53c8":27,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":26,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":19,"\u53ca":32,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":30,"\u53cc\u5c42":29,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":27,"\u53cc\u5c42\u5e8f\u5217":26,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":26,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":27,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":26,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":29,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":26,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":26,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":26,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":27,"\u53cc\u5c42rnn":29,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":27,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":27,"\u53cc\u7f13\u51b2":41,"\u53cc\u8fdb\u5355\u51fa":29,"\u53cc\u8fdb\u53cc\u51fa":29,"\u53cd\u4e4b\u5219":55,"\u53cd\u5411\u4f20\u64ad":32,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":32,"\u53d1\u884c\u548c\u7ef4\u62a4":31,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":38,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":21,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":21,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":21,"\u53d8\u6362\u77e9\u9635":32,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":27,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":53,"\u53e5\u5b50":56,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":55,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":52,"\u53e6\u4e00\u4e2a\u4f8b\u5b50\u662f\u901a\u8fc7\u5206\u6790\u6bcf\u65e5twitter\u535a\u5ba2\u7684\u6587\u672c\u5185\u5bb9\u6765\u9884\u6d4b\u80a1\u7968\u53d8\u52a8":56,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":35,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":19,"\u53e6\u4e00\u65b9\u9762":56,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":40,"\u53e6\u5916":[27,41],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":50,"\u53e6\u5916\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u5982\u679c\u592a\u5927\u7684\u8bdd":41,"\u53ea\u4f5c\u4e3aread":29,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":38,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":53,"\u53ea\u5305\u62ecpaddle\u7684\u4e8c\u8fdb\u5236":22,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":21,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":50,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":27,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":52,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":3,"\u53ea\u6709":27,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":48,"\u53ea\u6709\u542b\u6709\u4eba":53,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":38,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":29,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":40,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":27,"\u53ea\u8bfbmemory\u8f93\u5165":29,"\u53ea\u9488\u5bf9\u5185\u5b58":19,"\u53ea\u9700\u4e2d\u65ad":36,"\u53ea\u9700\u4f7f\u7528":36,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":56,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":57,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":36,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":30,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":3,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":3,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":57,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":54,"\u53ea\u9700\u8981\u8fd0\u884c":54,"\u53ef\u4ee5":[27,36],"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":19,"\u53ef\u4ee5\u4f7f\u7528":[19,41],"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":24,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":19,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":38,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":44,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":19,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":43,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":49,"\u53ef\u4ee5\u53c2\u8003":[27,30,41,42,44,57],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":48,"\u53ef\u4ee5\u542f\u52a8":41,"\u53ef\u4ee5\u542f\u52a8\u4e00\u4e2atrainer\u8fdb\u7a0b":41,"\u53ef\u4ee5\u542f\u52a8\u5206\u5e03\u5f0f\u4f5c\u4e1a":41,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":35,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":44,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":55,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":55,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":42,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":42,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":29,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":35,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":27,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":56,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[26,29],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":29,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":32,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":29,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":29,"\u53ef\u4ee5\u6709\u53ef\u5b66\u4e60\u7684\u53c2\u6570":41,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":38,"\u53ef\u4ee5\u67e5\u770b":44,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":43,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":40,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":49,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":42,"\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":5,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":35,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":26,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":35,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":19,"\u53ef\u4ee5\u8bbe\u7f6e":49,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":54,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":49,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":40,"\u53ef\u4ee5\u901a\u8fc7":42,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":30,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":52,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":40,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":52,"\u53ef\u80fd\u4f1a\u53d1\u751f\u4e00\u4e9b\u51b2\u7a81":31,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":44,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":19,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":19,"\u53ef\u80fd\u7684\u53c2\u6570\u662f":41,"\u53ef\u80fd\u7684\u547d\u4ee4\u662f":31,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":35,"\u53ef\u9009":[3,32],"\u53f3\u8fb9\u662f":50,"\u5403":27,"\u5403\u996d":27,"\u5404\u65b9\u9762":27,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":49,"\u5408":27,"\u5408\u5e76":57,"\u5408\u5e76\u6bcf\u4e2a":57,"\u5408\u7406":27,"\u540c\u65f6":[19,35],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":21,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":19,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":29,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":52,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":50,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":52,"\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":35,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":3,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":19,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":19,"\u540c\u65f6\u6211\u4eec\u5e0c\u671b\u5e7f\u5927\u5f00\u53d1\u8005\u79ef\u6781\u63d0\u4f9b\u53cd\u9988\u548c\u8d21\u732e\u6e90\u4ee3\u7801":0,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":23,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":40,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":19,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":3,"\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":5,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":38,"\u540c\u6837\u529f\u80fd\u7684":41,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":29,"\u540c\u6b65\u4ee3\u7801":31,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":38,"\u540d\u79f0":52,"\u540e":[19,21,44,56],"\u540e\u5411\u4f20\u64ad":32,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":32,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":56,"\u5411\u91cfenable_parallel_vector":37,"\u5426":21,"\u5426\u5219":[2,36,54],"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":57,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":38,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":38,"\u5426\u5219\u4f7f\u7528gpu":40,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":30,"\u5426\u5219\u9700\u8981\u9009\u62e9\u975eavx\u7684paddlepaddl":22,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":36,"\u5426\u5b9a":55,"\u542b\u4e49":[50,56],"\u542b\u53ef\u5b66\u4e60\u53c2\u6570":41,"\u542b\u6709":53,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":32,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":32,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":32,"\u542f\u52a8\u4e00\u4e2apserver\u8fdb\u7a0b":41,"\u542f\u52a8\u4e4b\u540e":41,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":44,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":38,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":38,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":38,"\u5440":27,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":54,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":54,"\u5468\u56f4":27,"\u547d\u4ee4":36,"\u547d\u4ee4\u4e3a":[22,43],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":43,"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":21,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":52,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":52,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":21,"\u547d\u4ee4\u8fd0\u884c\u955c\u50cf":22,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":36,"\u547d\u4ee4\u9884\u5148\u4e0b\u8f7d\u955c\u50cf":22,"\u547d\u540d\u7a7a\u95f4":42,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":42,"\u548c":[19,20,21,22,27,30,31,32,33,35,36,40,41,42,48,49,52,54,57],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":27,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":3,"\u548c\u4e2d\u6587\u6587\u6863":33,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":19,"\u548c\u504f\u7f6e\u5411\u91cf":32,"\u548c\u533a\u57df\u6807\u8bb0":55,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":26,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":42,"\u548c\u5dee\u8bc4":52,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":26,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":30,"\u548c\u68af\u5ea6\u622a\u65ad":52,"\u548c\u6a21\u578b\u8def\u5f84":56,"\u548c\u6c60\u5316":41,"\u548c\u771f\u5b9e":20,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":27,"\u548c\u7b2c6\u884c\u7684":57,"\u548c\u90e8\u5206layer":29,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":57,"\u548cargument":55,"\u548cavgpool":26,"\u548ccudnn":24,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":50,"\u54c1\u8d28":27,"\u54ea\u4e9b\u4e0d\u662f":27,"\u552f\u4e00\u9700\u8981\u505a\u7684\u662f\u5c06\u76f8\u5e94\u7c7b\u578b\u8bbe\u7f6e\u4e3a\u8f93\u5165":30,"\u5546\u52a1":27,"\u554a":27,"\u559c\u5267\u7247":53,"\u5668":52,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":3,"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":20,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":32,"\u56e0\u4e3a\u5176\u4e3a\u8d1f\u8d23\u63d0\u4f9bgradient":41,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":55,"\u56e0\u4e3a\u53c2\u6570":40,"\u56e0\u4e3a\u589e\u52a0\u8fd9\u4e2a\u503c":41,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":30,"\u56e0\u4e3a\u5b83\u6bd4":30,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":44,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":42,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":49,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":19,"\u56e0\u6b64":[2,3,27,29,32,41],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":27,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":48,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":53,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":49,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":27,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":32,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":37,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":50,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":19,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":56,"\u56fe":[50,56],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":56,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":56,"\u56fe\u4e2d\u6bcf\u4e2a\u7070\u8272\u65b9\u5757\u662f\u4e00\u53f0\u673a\u5668":41,"\u56fe\u50cf\u5206\u7c7b":51,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":50,"\u56fe\u50cf\u63cf\u8ff0":57,"\u56fe\u7247\u5206\u4e3a10\u7c7b":49,"\u56fe\u7684\u5e95\u90e8\u662fword":56,"\u56fe\u8868":56,"\u5728":[3,24,26,27,30,31,36,41,50,52,53,55],"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":43,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":32,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":55,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":38,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":27,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":43,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":52,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":49,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":42,"\u5728\u4e0d\u540c\u7684\u5e94\u7528\u91cc":41,"\u5728\u4e4b\u540e\u7684":19,"\u5728\u4ee3\u7801\u5ba1\u67e5":31,"\u5728\u4efb\u610f\u957f\u5ea6\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u90fd\u53ef\u4ee5\u89c2\u5bdf\u5230\u5176\u6548\u679c\u7684\u63d0\u5347":57,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":56,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":32,"\u5728\u51fd\u6570":44,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":38,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":38,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":27,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":38,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":38,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":27,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":19,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":27,"\u5728\u5404\u4e2a\u673a\u5668\u4e0a\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":41,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":42,"\u5728\u542f\u52a8job\u4e4b\u524d":44,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":38,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":44,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":44,"\u5728\u5c42\u4e2d\u6307\u5b9a":40,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":29,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":49,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":32,"\u5728\u5f97\u5230":44,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":30,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":56,"\u5728\u62c9":31,"\u5728\u63d0\u4ea4\u524d\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":31,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":52,"\u5728\u6587\u4ef6":54,"\u5728\u6587\u4ef6\u7684\u5f00\u59cb":41,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":56,"\u5728\u672c\u4f8b\u4e2d":[27,40],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[30,49],"\u5728\u672c\u6587\u4e2d":36,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":36,"\u5728\u672c\u6f14\u793a\u4e2d":56,"\u5728\u672c\u793a\u4f8b\u4e2d":[27,56],"\u5728\u672c\u8282\u4e2d":30,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":38,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":36,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":52,"\u5728\u6b64":[0,37,40],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":52,"\u5728\u6b64\u611f\u8c22":48,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":30,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":27,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":30,"\u5728\u6bcf\u4e2a\u673a\u5668\u4e2d":41,"\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":44,"\u5728\u6bcf\u8bad\u7ec3":54,"\u5728\u6d4b\u8bd5\u9636\u6bb5":38,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":50,"\u5728\u6f14\u793a\u4e2d":55,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":42,"\u5728\u751f\u6210\u65f6":30,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":57,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":57,"\u5728\u7528\u6237\u6587\u4ef6user":54,"\u5728\u7535\u5f71\u6587\u4ef6movi":54,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":57,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":57,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":57,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":57,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":5,"\u5728\u7b2c\u4e00\u884c\u4e2d\u6211\u4eec\u8f7d\u5165\u7528\u4e8e\u5b9a\u4e49\u7f51\u7edc\u7684\u51fd\u6570":49,"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":32,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":57,"\u5728\u811a\u672c":54,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":26,"\u5728\u8bad\u7ec3\u4e2d":30,"\u5728\u8bad\u7ec3\u4e4b\u524d":44,"\u5728\u8bad\u7ec3\u4e86":54,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":54,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":49,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":48,"\u5728\u8bad\u7ec3\u65f6":43,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[44,57],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":38,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8be5\u914d\u7f6e\u76847":27,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":57,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":52,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":35,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":29,"\u5728\u8fd0\u884c":56,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":57,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[20,56],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[32,43],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":27,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":35,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":30,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":55,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":54,"\u5728\u8fd9\u4e9blayer\u4e2d":27,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":56,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[30,32],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":29,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":43,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":44,"\u5728\u8fd9\u91cc":29,"\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":32,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":50,"\u5728\u91c7\u7528sgd":19,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":40,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":56,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":56,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":42,"\u5728cub":49,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":42,"\u5728linux\u4e0b":57,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":54,"\u5728movielen":54,"\u5728paddl":44,"\u5728paddle\u4e2d":40,"\u5728paddlepaddle\u4e2d":29,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":27,"\u5728paddlepaddle\u91cc":20,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":29,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":29,"\u5728trainer":40,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":27,"\u5730\u7406\u4f4d\u7f6e":27,"\u5730\u94c1\u7ad9":27,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":50,"\u5747\u5300\u5206\u5e03":19,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":38,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":27,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":27,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":29,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":54,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,52],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":34,"\u57fa\u672c\u76f8\u540c":48,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":43,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":40,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":32,"\u58f0\u660epython\u6570\u636e\u6e90":54,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":35,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":52,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":29,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":54,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":49,"\u5904\u7406batch":41,"\u5907\u6ce8":35,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":35,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":27,"\u5916\u5c42outer_step\u4e2d":27,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":52,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":29,"\u591a\u673a\u8bad\u7ec3":19,"\u591a\u673a\u8bad\u7ec3\u7684\u7ecf\u5178\u62d3\u6251\u7ed3\u6784\u5982\u4e0b":41,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":29,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":56,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":32,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":32,"\u5927\u591a\u6570\u6210\u529f\u7684srl\u7cfb\u7edf\u662f\u5efa\u7acb\u5728\u67d0\u79cd\u5f62\u5f0f\u7684\u53e5\u6cd5\u5206\u6790\u7ed3\u679c\u4e4b\u4e0a\u7684":55,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":32,"\u5927\u5b66\u751f":53,"\u5927\u5c0f":36,"\u5929":27,"\u5929\u4e00\u5e7f\u573a":27,"\u5929\u4e00\u9601":27,"\u5929\u732b":56,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":32,"\u5934\u6587\u4ef6\u5982\u4e0b":32,"\u5947\u5e7b\u7247":53,"\u597d":27,"\u597d\u5403":27,"\u597d\u8bc4":52,"\u5982":[3,30,36,40,41],"\u59822":36,"\u5982\u4e0b":[3,54,56],"\u5982\u4e0b\u56fe\u6240\u793a":[27,35,49],"\u5982\u4e0b\u6240\u793a":[40,50,54],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":52,"\u5982\u4f55":54,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":3,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":2,"\u5982\u4f55\u8d21\u732e":34,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":34,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":52,"\u5982\u4fe1\u606f\u63d0\u53d6":55,"\u5982\u56fe2\u6240\u793a":56,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":56,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":57,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":32,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":50,"\u5982\u679c\u4e0d\u4e3a0":38,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":52,"\u5982\u679c\u4e0d\u6536\u655b":19,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":54,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":38,"\u5982\u679c\u4e3afals":38,"\u5982\u679c\u4e3atrue":[3,38],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":21,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":38,"\u5982\u679c\u4f20\u5165\u4e00\u4e2alist\u7684\u8bdd":41,"\u5982\u679c\u4f20\u5165\u5b57\u7b26\u4e32\u7684\u8bdd":41,"\u5982\u679c\u4f60\u4e00\u76f4\u5728\u505a\u4e00\u4e9b\u6539\u53d8":31,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":56,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":30,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":56,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":40,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":38,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":57,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":56,"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":30,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":49,"\u5982\u679c\u4f60\u7684\u4ed3\u5e93\u4e0d\u5305\u542b":31,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":32,"\u5982\u679c\u4f7f\u7528":[36,48],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":24,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":42,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":19,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":19,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":48,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":38,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":38,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":38,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":19,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":55,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":19,"\u5982\u679c\u5df2\u5b89\u88c5":55,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":44,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":21,"\u5982\u679c\u60a8\u4f7f\u7528":22,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":54,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":35,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":3,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":35,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":35,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":27,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":35,"\u5982\u679c\u60f3\u8981\u5728\u5916\u90e8\u673a\u5668\u8bbf\u95ee\u8fd9\u4e2acontain":22,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":35,"\u5982\u679c\u6267\u884c\u5931\u8d25":42,"\u5982\u679c\u6267\u884c\u6210\u529f":50,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u636e\u89c4\u6a21\u6bd4\u8f83\u5927":41,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":56,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":42,"\u5982\u679c\u662f\u5e8f\u5217":54,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":29,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":29,"\u5982\u679c\u6709\u5fc5\u8981\u7684\u8bdd":31,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u672a\u8bbe\u7f6e":38,"\u5982\u679c\u672a\u8bbe\u7f6egpu":40,"\u5982\u679c\u672c\u5730\u6ca1\u6709\u63d0\u4ea4":31,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":35,"\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":38,"\u5982\u679c\u6ca1\u6709\u51b2\u7a81":31,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":29,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":57,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":38,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":3,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":48,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":19,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":35,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":36,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":19,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":32,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":30,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":56,"\u5982\u679c\u8981\u542f\u7528gpu":36,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":19,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":54,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":19,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":38,"\u5982\u679c\u8f93\u51fa":22,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[50,56],"\u5982\u679c\u8fd0\u884cgpu\u7248\u672c\u7684paddlepaddl":22,"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":36,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":32,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":32,"\u5982\u679clearning_rate\u592a\u5927":19,"\u5982\u679clearning_rate\u592a\u5c0f":19,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":19,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":19,"\u5982\u9ad8\u4eae\u90e8\u5206":35,"\u5b50":27,"\u5b50\u53e5":29,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":29,"\u5b57\u5178":57,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":57,"\u5b57\u5178\u5171\u5305\u542b":48,"\u5b57\u5178\u6587\u4ef6":[55,56],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":48,"\u5b57\u5178imdb":56,"\u5b57\u6bb5\u4e2d":44,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":44,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":44,"\u5b58\u50a8\u5377":42,"\u5b58\u50a8\u5728\u8bb0\u5fc6\u5355\u5143\u533a\u5757\u7684\u5386\u53f2\u4fe1\u606f\u88ab\u66f4\u65b0\u7528\u6765\u8fed\u4ee3\u7684\u5b66\u4e60\u5355\u8bcd\u4ee5\u5408\u7406\u7684\u5e8f\u5217\u7a0b\u73b0":56,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":57,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":54,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":56,"\u5b66\u4e60\u7b97\u6cd5":20,"\u5b66\u672f":53,"\u5b81\u6ce2":27,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":56,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":20,"\u5b83\u4eec\u7684\u5927\u5c0f\u662f":30,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":36,"\u5b83\u4eec\u90fd\u662f\u5e8f\u5217":30,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":50,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":32,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":32,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":24,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":3,"\u5b83\u5305\u62ec\u4e86\u4e00\u4e2a\u53cc\u5411\u7684gru\u4f5c\u4e3a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668":57,"\u5b83\u53eb\u505a":30,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":56,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":36,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":31,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":35,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":57,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":32,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":57,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":3,"\u5b83\u5b58\u50a8\u5f53\u524d\u8282\u70b9\u6240\u6709\u8bad\u7ec3":36,"\u5b83\u5b9a\u4e49\u4e86":30,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":20,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":30,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":36,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":57,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":50,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":57,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":32,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":27,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":27,"\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":36,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":57,"\u5b83\u7684":30,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":56,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":26,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":56,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":32,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":56,"\u5b83\u80fd\u591f\u4ece\u8bcd\u7ea7\u5230\u5177\u6709\u53ef\u53d8\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u7ea7\u522b\u6765\u603b\u7ed3\u8868\u793a":56,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":20,"\u5b83\u8fd4\u56degen":57,"\u5b83\u8fd4\u56detrain":57,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":56,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":32,"\u5b89\u6392":27,"\u5b89\u88c5":31,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":25,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":24,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":33,"\u5b89\u88c5\u5b8c\u6210\u540e":24,"\u5b89\u88c5\u5b8c\u6210\u7684paddlepaddle\u4e3b\u4f53\u5305\u62ec\u4e09\u4e2a\u90e8\u5206":22,"\u5b89\u88c5\u65b9\u6cd5\u8bf7\u53c2\u8003":22,"\u5b89\u88c5\u6d41\u7a0b":[25,52],"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5docker\u9700\u8981\u60a8\u7684\u673a\u5668":22,"\u5b89\u88c5paddlepaddl":52,"\u5b89\u88c5paddlepaddle\u7684docker\u955c\u50cf":23,"\u5b89\u88c5pillow":49,"\u5b89\u9759":27,"\u5b8c\u6210":41,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":29,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":44,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":26,"\u5b8c\u6574\u6559\u7a0b":47,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":19,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":5,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":32,"\u5b8c\u6574\u7684\u6570\u636e\u63d0\u4f9b\u6587\u4ef6\u5728":30,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":30,"\u5b98\u65b9\u6587\u6863":21,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":29,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":29,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":55,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":49,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":20,"\u5b9a\u4e49\u5728\u5916\u5c42":29,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":38,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":20,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":30,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":30,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":56,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u5927\u5c0f":41,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":20,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":30,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":30,"\u5b9e\u4f8b\u5982\u4e0b":55,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":27,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":32,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":30,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":32,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":32,"\u5b9e\u73b0\u7ec6\u8282":32,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":32,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":32,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":29,"\u5b9e\u73b0\u8be5\u5c42\u7684c":32,"\u5b9e\u9645\u4e0a\u53ea\u6709":50,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":53,"\u5ba2\u6237":27,"\u5ba2\u6237\u670d\u52a1":53,"\u5ba2\u6237\u7aef\u514b\u9686\u4f60\u7684\u4ed3\u5e93":31,"\u5bb6":27,"\u5bb9\u5668":42,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":42,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":44,"\u5bbf\u4e3b\u673a\u76ee\u5f55":42,"\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":35,"\u5bc6\u7801\u4e5f\u662froot":22,"\u5bf9":27,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":3,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":3,"\u5bf9\u4e8e":30,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":27,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":27,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":27,"\u5bf9\u4e8e\u53cc\u5c42rnn":27,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":27,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":32,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":57,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":27,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":27,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":54,"\u5bf9\u4e8e\u7b80\u5355\u7684\u591a\u673a\u534f\u540c\u8bad\u7ec3\u4f7f\u7528\u4e0a\u8ff0\u65b9\u5f0f\u5373\u53ef":41,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":52,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":30,"\u5bf9\u4e8eamazon":52,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":35,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":32,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":49,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":29,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":29,"\u5bf9\u5e94\u4e8e\u5b57\u5178":48,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6027\u80fd\u5c24\u5176\u662f\u5185\u5b58\u5360\u7528\u6709\u4e00\u5b9a\u7684\u5f00\u9500":41,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":57,"\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":52,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":56,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":57,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":32,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":32,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":32,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":52,"\u5bf9\u8c61":[19,41],"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":54,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":29,"\u5bf9\u9762":27,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":3,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":19,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":19,"\u5c01\u88c5\u4e86":35,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":32,"\u5c06":[3,19,35,41,52],"\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":30,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":54,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":38,"\u5c06\u5176\u8bbe\u7f6e\u6210":19,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":27,"\u5c06\u542b\u6709\u5b50\u53e5":29,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":29,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":49,"\u5c06\u5728":49,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":36,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":42,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":27,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":38,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":19,"\u5c06\u5bbf\u4e3b\u673a\u76848022\u7aef\u53e3\u6620\u5c04\u5230container\u768422\u7aef\u53e3\u4e0a":22,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":30,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":48,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":49,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":32,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":54,"\u5c06\u672c\u5730\u66f4\u65b0\u5230\u6700\u65b0\u7684\u4ee3\u7801\u5e93":31,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":3,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":44,"\u5c06\u6bcf\u4e2a\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6\u5408\u5e76\u4e3a\u4e00\u4e2a\u6587\u4ef6":57,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":44,"\u5c06\u7528\u6237\u7684\u539f\u59cb\u6570\u636e\u8f6c\u6362\u6210\u7cfb\u7edf\u53ef\u4ee5\u8bc6\u522b\u7684\u6570\u636e\u7c7b\u578b":41,"\u5c06\u7b80\u5355\u5730\u6267\u884c\u5feb\u8fdb":31,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":44,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":48,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":44,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":52,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":36,"\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":27,"\u5c06\u900f\u660e":36,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":44,"\u5c06ssh\u88c5\u5165\u7cfb\u7edf\u5185\u5e76\u5f00\u542f\u8fdc\u7a0b\u8bbf\u95ee":22,"\u5c11\u4e8e5":36,"\u5c1a\u53ef":27,"\u5c31":27,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":42,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":19,"\u5c31\u662f":27,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":20,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":35,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":52,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":35,"\u5c3a\u5bf8":50,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":49,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":55,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":32,"\u5c42\u6743\u91cd":50,"\u5c42\u6b21\u5316\u7684rnn":29,"\u5c42\u7279\u5f81":50,"\u5c42\u7684\u540d\u79f0\u4e0e":30,"\u5c42\u7684\u5927\u5c0f":32,"\u5c42\u7684\u7279\u5f81":50,"\u5c42\u7684\u7c7b\u578b":32,"\u5c42\u7684\u8f93\u5165":55,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":55,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":30,"\u5c42\u7ec4\u6210\u4e00\u5bf9":55,"\u5c45\u7136":27,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":57,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":52,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":54,"\u5c5e\u6027":55,"\u5d4c\u5165\u5c42":54,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":54,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":54,"\u5de5\u4f5c\u6a21\u5f0f":38,"\u5de5\u4f5c\u7a7a\u95f4":36,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":36,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":36,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":36,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":36,"\u5de5\u5177":56,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":56,"\u5de5\u5177\u6765\u7ba1\u7406git\u9884\u63d0\u4ea4\u94a9\u5b50":31,"\u5de5\u7a0b\u5e08":53,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":50,"\u5de6\u8fb9\u662f":50,"\u5dee\u8bc4":52,"\u5df2\u6253\u5f00":31,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":38,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":36,"\u5e02\u573a":53,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":35,"\u5e0c\u671b\u52a0\u901f\u8bad\u7ec3":41,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":54,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":29,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":29,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":26,"\u5e38\u5e38\u51fa\u73b0":19,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":52,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":42,"\u5e72\u51c0":27,"\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":48,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":49,"\u5e74\u9f84":53,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":53,"\u5e74\u9f84\u548c\u804c\u4e1a":54,"\u5e76\u4e0d\u4fdd\u8bc1":32,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":27,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":44,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":27,"\u5e76\u4e14":[3,30],"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":27,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":57,"\u5e76\u4e14\u5220\u9664container\u4e2d\u7684\u6570\u636e":22,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":40,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":50,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":19,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":20,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":44,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":3,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":52,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":2,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":50,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":54,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":57,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":19,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":56,"\u5e76\u4e14\u7cfb\u7edf\u6bcf\u4e00\u8f6e\u8bad\u7ec3\u5f00\u59cb\u65f6\u4f1a\u91cd\u7f6edataprovid":41,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":31,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":57,"\u5e76\u4e14\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u7684\u6240\u6709\u8282\u70b9\u5c06\u5728\u6b63\u5e38\u60c5\u51b5\u4e0b\u5904\u7406\u5177\u6709\u76f8\u540c\u903b\u8f91\u4ee3\u7801\u7684\u6587\u4ef6":36,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":32,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":19,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":55,"\u5e76\u4f7f\u7528\u4e86dropout":52,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":49,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":32,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":30,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":32,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":32,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":30,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":57,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":57,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":20,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":57,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":56,"\u5e76\u6307\u5b9a\u7aef\u53e3\u53f7":41,"\u5e76\u6307\u5b9abatch":57,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":56,"\u5e76\u7531":55,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":49,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":48,"\u5e76\u88ab\u53cd\u5411\u5904\u7406":55,"\u5e76\u89c2\u5bdf\u7ed3\u679c":35,"\u5e76\u8bbe\u7f6e":[24,36],"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":52,"\u5e8a\u4e0a\u7528\u54c1":27,"\u5e8a\u57ab":27,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":26,"\u5e8f\u5217\u5230\u5e8f\u5217":57,"\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":29,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":26,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":29,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":29,"\u5e8f\u5217\u7684\u5f00\u59cb":57,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":26,"\u5e8f\u5217\u7684\u7ed3\u5c3e":57,"\u5e8f\u5217\u7684\u7ed3\u675f":57,"\u5e93":36,"\u5e93\u7684\u8def\u5f84":36,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":30,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":30,"\u5e94\u7528\u6a21\u578b":52,"\u5e94\u8be5":27,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":30,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":19,"\u5e95\u5c42\u8fdb\u7a0b":36,"\u5ea6\u91cf\u5b66\u4e60":37,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":36,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":38,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":31,"\u5f00\u59cb":20,"\u5f00\u59cb\u5f00\u53d1\u5427":31,"\u5f00\u59cb\u6807\u8bb0":30,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":52,"\u5f00\u59cb\u9636\u6bb5":35,"\u5f02\u6b65\u8bfb\u53d6\u7b49\u95ee\u9898":41,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":37,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":56,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":14,"\u5f15\u5bfc\u5c42":30,"\u5f15\u7528":36,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":29,"\u5f3a\u70c8\u63a8\u8350":27,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":54,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":30,"\u5f53":40,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":56,"\u5f53\u4f60":31,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":32,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":3,"\u5f53\u524d\u5355\u8bcd\u5728\u76f8\u6bd4\u4e4b\u4e0b\u603b\u662f\u88ab\u5f53\u4f5c\u771f\u503c":57,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":57,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":30,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":32,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":27,"\u5f53\u524d\u8bc4\u4f30\u4e2d":57,"\u5f53\u524dbatch\u7684cost":57,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":52,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":52,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":38,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":38,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":42,"\u5f53\u6240\u6709\u6570\u636e\u8bfb\u53d6\u5b8c\u4e00\u8f6e\u540e":41,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":44,"\u5f53\u6839\u636e\u5ba1\u9605\u8005\u7684\u610f\u89c1\u4fee\u6539":31,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":38,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":52,"\u5f53\u6a21\u5f0f\u4e3a":38,"\u5f53\u7136":35,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":32,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":30,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":38,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":40,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":57,"\u5f53classif":57,"\u5f62\u6210recurr":29,"\u5f62\u6210recurrent\u8fde\u63a5":29,"\u5f62\u72b6":50,"\u5f88":[27,52],"\u5f88\u591a":27,"\u5f88\u5b89\u9759":27,"\u5f88\u5bb9\u6613\u5bfc\u81f4\u67d0\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u6ca1\u6709\u5206\u914d\u5230\u4efb\u4f55\u53c2\u6570":41,"\u5f88\u5e72\u51c0":27,"\u5f88\u65b9\u4fbf":27,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":35,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":49,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":53,"\u5f97":27,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":52,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":54,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":29,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":30,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":30,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":30,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":30,"\u5faa\u73af\u7f51\u7edc\u4ece":30,"\u5fc5\u987b":32,"\u5fc5\u987b\u4e00\u81f4":3,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":3,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":27,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":29,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":29,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":26,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":30,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":56,"\u5feb":[27,56],"\u5feb\u901f\u5165\u95e8":51,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":42,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":42,"\u6027\u4ef7\u6bd4":27,"\u6027\u522b":[53,54],"\u6027\u80fd\u5206\u6790":35,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":35,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":35,"\u6027\u80fd\u8c03\u4f18":37,"\u603b\u4f53\u6765\u8bf4":27,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":48,"\u603b\u8bc4\u520610\u5206":56,"\u6050\u6016\u7247":53,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":35,"\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":35,"\u60a8\u53ef\u4ee5\u4f7f\u7528":22,"\u60a8\u53ef\u4ee5\u5bfc\u5165":35,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":35,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":30,"\u60a8\u5c31\u53ef\u4ee5\u8fdc\u7a0b\u7684\u4f7f\u7528paddlepaddle\u5566":22,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":35,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":35,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":35,"\u60a8\u9700\u8981\u5728\u673a\u5668\u4e2d\u5b89\u88c5\u597ddocker":22,"\u60a8\u9700\u8981\u8fdb\u5165\u955c\u50cf\u8fd0\u884cpaddlepaddl":22,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":35,"\u60ac\u7591\u7247":53,"\u60c5\u6001\u52a8\u8bcd":55,"\u60c5\u611f\u5206\u6790":51,"\u60c5\u611f\u5206\u6790\u4e5f\u5e38\u7528\u4e8e\u57fa\u4e8e\u5927\u91cf\u8bc4\u8bba\u548c\u4e2a\u4eba\u535a\u5ba2\u6765\u76d1\u63a7\u793e\u4f1a\u5a92\u4f53":56,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":56,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":56,"\u60ca\u9669\u7535\u5f71":53,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":56,"\u60f3\u8981\u8fd0\u884cpaddlepaddl":22,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":30,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":38,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":38,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":38,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":38,"\u611f\u89c9":27,"\u620f\u5267":53,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":44,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":32,"\u6211\u4eec\u4e3a\u7528\u6237\u5b9a\u4ee5python\u63a5\u53e3\u6765\u914d\u7f6e\u7f51\u7edc":41,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":35,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":54,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":32,"\u6211\u4eec\u4ec5\u7528":54,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":43,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":44,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":52,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":57,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":32,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":32,"\u6211\u4eec\u4f7f\u7528":[32,36,56],"\u6211\u4eec\u4f7f\u7528\u4e86":27,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":57,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":56,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":57,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":55,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":57,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":50,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":40,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":20,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":20,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":49,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":56,"\u6211\u4eec\u53ea\u6240\u4ee5\u4f7f\u7528lstm\u6765\u6267\u884c\u8fd9\u4e2a\u4efb\u52a1\u662f\u56e0\u4e3a\u5176\u6539\u8fdb\u7684\u8bbe\u8ba1\u5e76\u4e14\u5177\u6709\u95e8\u673a\u5236":56,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":43,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":27,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":52,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":49,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":30,"\u6211\u4eec\u53ef\u4ee5\u5c06":36,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":26,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":54,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":20,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":56,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":29,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":57,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":57,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":57,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":49,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":44,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":57,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":30,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":57,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":57,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":52,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":30,"\u6211\u4eec\u5c06":[44,54],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":27,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":43,"\u6211\u4eec\u5c06\u4ee5":[36,52],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":52,"\u6211\u4eec\u5c06\u4f7f\u7528":30,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":30,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":49,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":27,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":52,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":37,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":52,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":36,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":54,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":36,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":49,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":52,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":52,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":20,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":30,"\u6211\u4eec\u5e0c\u671b\u80fd\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":0,"\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u68c0\u9a8c\u6a21\u578b\u7684\u597d\u574f":20,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":49,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":32,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":32,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":52,"\u6211\u4eec\u611f\u8c22":57,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":21,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":23,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":56,"\u6211\u4eec\u63d0\u4f9b\u4e8612\u4e2a":22,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":56,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":50,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":56,"\u6211\u4eec\u63d0\u4f9b\u4e86c":50,"\u6211\u4eec\u63d0\u4f9b\u4e86python\u5904\u7406\u6570\u636e\u7684\u63a5\u53e3":41,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":27,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":30,"\u6211\u4eec\u7528":53,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":54,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":54,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":20,"\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":48,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":55,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":27,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":27,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":56,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":31,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":26,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":43,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":30,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":27,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":36,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":27,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":44,"\u6211\u4eec\u9075\u5faa":57,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":55,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":52,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":49,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":57,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":43,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":36,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":32,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":54,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":56,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":54,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":48,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":54,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":56,"\u6216":[3,35,41,49,55],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":26,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":26,"\u6216\u4e00\u4e2a\u5411\u91cf":29,"\u6216\u4e0d\u786e\u5b9a":53,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":26,"\u6216\u53ea\u662f\u76f4\u63a5\u5728\u547d\u4ee4\u884c\u8f93\u5165":31,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":54,"\u6216\u6700\u5927\u503c":26,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u79f0pserver":41,"\u6216\u7b2c\u4e00\u4e2a":26,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":26,"\u6216\u8005":[19,22,24,26,27,35,41],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":29,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[26,29],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":35,"\u6216\u8005\u53cd\u5411\u5730\u4ece":30,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":38,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":37,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":27,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":26,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":56,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":35,"\u6216\u8005\u66f4\u65e9":19,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":27,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":50,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":19,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":40,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8005\u9ad8\u6027\u80fd\u7684":22,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":38,"\u6216gpu\u4e2a\u6570":56,"\u6218\u4e89\u7247":53,"\u623f":27,"\u623f\u95f4":27,"\u6240\u4ee5":[3,19,41],"\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":5,"\u6240\u4ee5\u4f60\u53ea\u7528\u6309\u4e0b\u9762\u7684\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u6910\u5c31\u884c\u4e86":56,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":19,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":20,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":43,"\u6240\u4ee5\u5728cpu\u7684\u8fd0\u7b97\u6027\u80fd\u4e0a\u5e76\u4e0d\u4f1a\u6709\u4e25\u91cd\u7684\u5f71\u54cd":22,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":27,"\u6240\u4ee5\u5982\u679c\u60f3\u8981\u5728\u540e\u53f0\u542f\u7528ssh":22,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":42,"\u6240\u4ee5\u5bf9":27,"\u6240\u4ee5\u5f88\u591a\u65f6\u5019\u4f60\u9700\u8981\u505a\u7684\u53ea\u662f\u5b9a\u4e49\u6b63\u786e\u7684\u7f51\u7edc\u5c42\u5e76\u628a\u5b83\u4eec\u8fde\u63a5\u8d77\u6765":20,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":35,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":43,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":44,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":33,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":27,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":3,"\u6240\u4ee5\u653e\u4e00\u4e2a\u7a7a\u5217\u8868":20,"\u6240\u4ee5\u8bad\u7ec3":36,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":32,"\u6240\u4ee5gpu\u5728\u8fd0\u7b97\u6027\u80fd\u4e0a\u4e5f\u4e0d\u4f1a\u6709\u4e25\u91cd\u7684\u5f71\u54cd":22,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":27,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":31,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":38,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":56,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":36,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":36,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":56,"\u6240\u6709\u7684":32,"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":53,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":32,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":27,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":53,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":53,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":53,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":32,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":32,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":32,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":36,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":30,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":52,"\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":50,"\u6240\u793a":55,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u624b\u5de5\u827a\u8005":53,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":3,"\u624d\u4f1astop":3,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":27,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":35,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":54,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":21,"\u6253\u5f00":35,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":33,"\u6267\u884c":[24,55,56],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":56,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":30,"\u6267\u884c\u5982\u4e0b\u547d\u4ee4\u5373\u53ef\u4ee5\u5173\u95ed\u8fd9\u4e2acontain":22,"\u6267\u884c\u60a8\u7684\u4ee3\u7801":35,"\u6267\u884c\u65b9\u6cd5\u5982\u4e0b":22,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":50,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":42,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":54,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":55,"\u6279\u6b21\u7684\u6570\u636e":54,"\u627e\u5230":30,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":35,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":35,"\u6280\u672f\u5458":53,"\u628a":32,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":56,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":43,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":56,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":30,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":30,"\u62a5\u9519":24,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":48,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":48,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":57,"\u62c6\u89e3":29,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":27,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":44,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":52,"\u6307\u4ee4\u96c6":22,"\u6307\u5411\u4e00\u4e2alayer":29,"\u6307\u5b9a":[19,29,30,41],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":38,"\u6307\u5b9a\u4e86dataprovider\u7684\u6587\u4ef6\u540d\u548c\u8fd4\u56de\u6570\u636e\u7684\u51fd\u6570\u540d":41,"\u6307\u5b9a\u4ee5\u592a\u7f51\u7c7b\u578b\u4e3atcp\u7f51\u7edc":41,"\u6307\u5b9a\u4f7f\u75282":19,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":52,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":38,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":50,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":50,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":50,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":50,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":52,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":57,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":52,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":29,"\u6307\u5b9a\u7f51\u7edc\u63a5\u53e3\u540d\u5b57\u4e3aeth0":41,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":52,"\u6307\u5b9abatch":57,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":38,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":27,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":38,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":38,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":38,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u5916\u90e8\u673a\u5668\u8fdb\u884c\u5ea6\u91cf\u5b66\u4e60":38,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":38,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":38,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":38,"\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":38,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":55,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":55,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":38,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":44,"\u6309\u94ae":31,"\u633a":27,"\u633a\u597d":27,"\u6355\u83b7":52,"\u635f\u5931\u51fd\u6570":41,"\u635f\u5931\u51fd\u6570\u5373\u4e3a\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":41,"\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u5668":41,"\u6362":27,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":26,"\u63a5\u4e0b\u6765":[52,56],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":35,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":35,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":52,"\u63a5\u53d7":55,"\u63a5\u53d7\u7684\u4e1c\u897f":55,"\u63a5\u53d7\u8005":55,"\u63a5\u53e3\u540d\u79f0":36,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":50,"\u63a5\u53e3\u6709\u4e00\u4e2a":19,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":52,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":50,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":50,"\u63a5\u53e3\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u6240\u4f7f\u7528\u7684\u8bad\u7ec3\u53c2\u6570\u548c":41,"\u63a7\u5236":38,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":20,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":32,"\u63a8\u8350":27,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u4f7f\u7528\u5c06\u672c\u5730\u7f51\u5361":22,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":21,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":36,"\u63a8\u9500\u5458":53,"\u63cf\u8ff0":21,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":52,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":42,"\u63d0\u4ea4\u4f60\u7684\u4ee3\u7801":31,"\u63d0\u4ea4\u4f60\u7684\u4ee3\u7801\u65f6":31,"\u63d0\u4ea4\u4fe1\u606f\u7684\u7b2c\u4e00\u884c\u662f\u6807\u9898":31,"\u63d0\u4f9b":36,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":44,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":36,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":36,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":36,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":26,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":36,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":48,"\u63d0\u793a":19,"\u64cd\u4f5c":[27,41],"\u64cd\u6301\u5bb6\u52a1\u8005":53,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":24,"\u652f\u6301\u5355\u673a\u6a21\u5f0f\u548c\u591a\u673a\u6a21\u5f0f":41,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[28,29],"\u652f\u6301nvidia":24,"\u652f\u6301rbd":42,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":44,"\u653e\u5fc3":27,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":27,"\u6548\u679c\u603b\u7ed3":52,"\u6559\u7a0b\u6587\u6863\u5230":36,"\u6559\u80b2\u5de5\u4f5c\u8005":53,"\u6570":[29,55],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":29,"\u6570\u636e":57,"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":49,"\u6570\u636e\u4e2d0":19,"\u6570\u636e\u5217\u8868":50,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":48,"\u6570\u636e\u5c42":[20,54],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":36,"\u6570\u636e\u63d0\u4f9b\u5668":37,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":54,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":54,"\u6570\u636e\u670d\u52a1\u5668":38,"\u6570\u636e\u7684\u6574\u6570id":30,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":36,"\u6570\u636e\u7c7b\u578b":5,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":3,"\u6570\u636e\u8bfb\u53d6\u7a0b\u5e8f\u5f80\u5f80\u5b9a\u4e49\u5728\u4e00\u4e2a\u5355\u72ecpython\u811a\u672c\u6587\u4ef6\u91cc":41,"\u6570\u636e\u8f93\u5165":29,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u96c6":53,"\u6570\u636e\u96c6\u63cf\u8ff0":54,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":57,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":52,"\u6570\u636e\u9884\u6d4b":55,"\u6570\u6910\u5b9a\u4e49":56,"\u6570\u6910\u8bf4\u660e\u6587\u6863":56,"\u6570\u6910\u96c6\u548c":56,"\u6570\u76ee":40,"\u6574\u4f53":27,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":27,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":44,"\u6574\u6570":32,"\u6574\u6570\u6807\u7b7e":3,"\u6574\u6d01":27,"\u6587\u4e66\u5de5\u4f5c":53,"\u6587\u4ef6":[43,55],"\u6587\u4ef6\u4e2d":[44,50,53,55],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":50,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":50,"\u6587\u4ef6\u4e2d\u7684":50,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":57,"\u6587\u4ef6\u4e3a":[19,57],"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":50,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":54,"\u6587\u4ef6\u540d\u79f0\u4e3a":54,"\u6587\u4ef6\u59390":44,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":57,"\u6587\u4ef6\u5f00\u5934":41,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":54,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":54,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":49,"\u6587\u4ef6\u7d22\u5f15":36,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":52,"\u6587\u4ef6model":40,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":52,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":52,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":52,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":54,"\u6587\u672c\u6295\u5f71\u5c42":54,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":56,"\u6587\u6863":[19,41],"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":55,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":33,"\u6587\u7ae0":44,"\u65b0":27,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":32,"\u65b0\u624b\u5165\u95e8":47,"\u65b9\u4fbf":27,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":21,"\u65b9\u5f0f1":19,"\u65b9\u5f0f2":19,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":55,"\u65b9\u6cd5\u4e00":40,"\u65b9\u6cd5\u4e09":40,"\u65b9\u6cd5\u4e8c":40,"\u65c1\u8fb9":27,"\u65c5\u6e38\u7f51\u7ad9":56,"\u65e0":27,"\u65e0\u4e1a\u4eba\u58eb":53,"\u65e0\u5ef6\u8fdf":38,"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":56,"\u65e8\u5728\u5efa\u7acb\u4e00\u4e2a\u53ef\u4ee5\u88ab\u534f\u540c\u8c03\u81f3\u6700\u4f18\u7ffb\u8bd1\u6548\u679c\u7684\u5355\u795e\u7ecf\u5143\u7f51\u7edc":57,"\u65e9\u9910":27,"\u65f6":[19,26,30,32,38,44],"\u65f6\u5019":27,"\u65f6\u52a0\u4e0a":56,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":52,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":3,"\u65f6\u76ee\u6807\u8bed\u8a00\u7684\u6587\u4ef6":57,"\u65f6\u88ab\u8bad\u7ec3\u7684":32,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":40,"\u65f6\u95f4":27,"\u65f6\u95f4\u6233":53,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":53,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":27,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":32,"\u662f":[21,27,41],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":32,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":35,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":35,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":55,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":26,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":26,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":35,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":40,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":20,"\u662f\u4e00\u4e2a\u7ec4\u5408\u5c42":41,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":57,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":56,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":32,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aswig\u5c01\u88c5\u7684paddlepaddle\u5305":22,"\u662f\u4e00\u4e2aunbound":29,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":3,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":29,"\u662f\u4e00\u7ec4":42,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":43,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":3,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":3,"\u662f\u4e3b\u5206\u652f":31,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":55,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":20,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":19,"\u662f\u504f\u5dee":30,"\u662f\u5176\u5927\u5c0f":20,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":57,"\u662f\u5411\u91cf":32,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":29,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":21,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":38,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":32,"\u662f\u5426\u4f7f\u7528gpu":54,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":57,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":21,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":38,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":21,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":21,"\u662f\u5426\u5f00\u542frdma":21,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":38,"\u662f\u5426\u652f\u6301gpu":21,"\u662f\u5426\u663e\u793a":38,"\u662f\u5426\u7a00\u758f":32,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":21,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":21,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":21,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":21,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":21,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":38,"\u662f\u56e0\u4e3apaddle\u7684\u7f51\u7edc\u901a\u4fe1\u4e2d":41,"\u662f\u56e0\u4e3apaddlepaddle\u914d\u7f6e\u6587\u4ef6\u4e0ec":41,"\u662f\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u52a0\u8f7d\u5b57\u5178\u5e76\u5b9a\u4e49\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u6a21\u5757\u548c\u7f51\u7edc\u67b6\u6784\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":55,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":30,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":20,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":32,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":32,"\u662f\u5e8f\u5217":54,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":26,"\u662f\u6307\u4e00\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6":41,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":27,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":27,"\u662f\u6570\u636e\u8f93\u5165":30,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":54,"\u662f\u6700\u65b0\u7684\u4e86":31,"\u662f\u6709\u610f\u4e49\u7684":27,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":30,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":20,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":55,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":57,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":57,"\u662f\u77e9\u9635":32,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":20,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":49,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":32,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":32,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":32,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":32,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":32,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":32,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":32,"\u662f\u8f93\u5165":30,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":50,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":35,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":29,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":42,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":35,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":29,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":52,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":42,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":32,"\u662frnn\u72b6\u6001":30,"\u663e":52,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u663e\u793a\u5de5\u4f5c\u6811\u72b6\u6001":31,"\u665a":27,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":23,"\u6682\u4e0d\u8003\u8651\u5728\u5185":19,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":19,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":56,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":56,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":29,"\u66f4\u5feb":30,"\u66f4\u65b0":[19,31],"\u66f4\u65b0\u4f60\u7684":31,"\u66f4\u65b0\u5206\u652f":31,"\u66f4\u65b0\u6a21\u5f0f":19,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":19,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":52,"\u66f4\u8be6\u7ec6\u7684\u4f7f\u7528":41,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":52,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":52,"\u66f4\u8fdb\u4e00\u6b65":29,"\u66f4\u9ad8":30,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":29,"\u6700":27,"\u6700\u4e0d\u540c\u7684\u7279\u8272\u662f\u5b83\u5e76\u6ca1\u6709\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u5b9a\u957f\u5411\u91cf":57,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":44,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,32,36,52,56],"\u6700\u540e\u4e00\u4e2a":26,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":20,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":32,"\u6700\u597d\u7684\u6a21\u578b\u662f":56,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":38,"\u6700\u65b0log":56,"\u6700\u7ec8":32,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":29,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":29,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":20,"\u6708\u6e56":27,"\u6709":27,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":42,"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":57,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":54,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":32,"\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":32,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":53,"\u6709\u5173":27,"\u6709\u5173\u5982\u4f55\u7f16\u5199\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u7684\u66f4\u591a\u7ec6\u8282\u63cf\u8ff0":30,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":44,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":56,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":36,"\u6709\u56db\u4e2a\u8bad\u7ec3\u8fdb\u7a0b":41,"\u6709\u65f6\u79f0\u4e3a":56,"\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":35,"\u670d\u52a1":27,"\u670d\u52a1\u5458":27,"\u671f\u95f4":31,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":57,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":56,"\u672a\u77e5\u8bcd":48,"\u672c\u4f8b\u4e2d\u4e3a0":48,"\u672c\u4f8b\u4e2d\u4e3a32":48,"\u672c\u4f8b\u4e2d\u4e3a4":48,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":3,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":27,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":3,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":3,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":52,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":52,"\u672c\u4f8b\u7684":3,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":52,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":52,"\u672c\u5730\u6d4b\u8bd5":37,"\u672c\u5730\u8bad\u7ec3":37,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":40,"\u672c\u5b9e\u4f8b\u4e2d":48,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":52,"\u672c\u5c42\u5c3a\u5bf8":50,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":50,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":50,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":55,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":30,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":56,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":50,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":27,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":20,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":27,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":27,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":42,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":44,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":48,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":42,"\u672c\u6587\u9996\u5148\u4ecb\u7ecdtrainer\u8fdb\u7a0b\u4e2d\u7684\u4e00\u4e9b\u4f7f\u7528\u6982\u5ff5":41,"\u672c\u6765":27,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":44,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":44,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":44,"\u672c\u6b21\u8bd5\u9a8c":52,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":27,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":27,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":56,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":57,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":57,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":57,"\u673a\u5668\u7684\u8bbe\u5907":40,"\u673a\u5668\u7ffb\u8bd1":51,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":38,"\u6761\u4ef6\u4e0b":42,"\u6765":27,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":32,"\u6765\u505ableu\u8bc4\u4f30":57,"\u6765\u505c\u6b62\u8bad\u7ec3":54,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":35,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":54,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":54,"\u6765\u521d\u59cb\u5316\u53c2\u6570":19,"\u6765\u5b89\u88c5":36,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":30,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":27,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":52,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":56,"\u6765\u5f15\u7528\u8fd9\u4e2aimag":22,"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":32,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":50,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u63d0\u4ea4\u66f4\u6539":31,"\u6765\u6ce8\u518c\u8be5\u5c42":32,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":40,"\u6765\u751f\u6210\u5e8f\u5217":57,"\u6765\u7684\u79d2\u6570":53,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":3,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":2,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":32,"\u6765\u8868\u793a":30,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":55,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":30,"\u6765\u8ba1\u7b97\u68af\u5ea6":32,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":27,"\u6765\u8bbe\u7f6e":19,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574c":31,"\u6765\u8fd0\u884c":36,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":35,"\u6765\u8fdb\u884c\u8bad\u7ec3":22,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":19,"\u676f\u5b50":27,"\u6784\u5efapaddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":33,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":26,"\u6784\u9020":44,"\u6784\u9020paddl":5,"\u67b6\u6784\u5bf9\u591a\u4e2a\u8282\u70b9\u7684":41,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":56,"\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":27,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":37,"\u67e5\u770b":52,"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":24,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":43,"\u6807\u51c6\u5dee\u4e3a":19,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":55,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":49,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":49,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":56,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":56,"\u6807\u7b7e\u6587\u4ef6":55,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":55,"\u6807\u8bb0":41,"\u6807\u8bb0\u7f51\u7edc\u8f93\u51fa\u7684\u51fd\u6570\u4e3a":41,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":38,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":40,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":44,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":36,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":53,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":48,"\u6839\u636e\u7d22\u5f15\u77e9\u9635\u548c\u5b57\u5178\u6253\u5370\u6587\u672c":30,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":38,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":37,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":38,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":38,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":43,"\u683c\u5f0f":38,"\u683c\u5f0f\u5982\u4e0b":52,"\u683c\u5f0f\u8bf4\u660e":48,"\u68af\u5ea6\u4f1a\u5c31\u5730":32,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":38,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":32,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":38,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":32,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":32,"\u68d2":52,"\u697c\u5c42":27,"\u6a21\u5757":49,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u5757\u63a5\u7ba1\u4e86shuffl":41,"\u6a21\u5757\u901a\u4fe1\u7684\u6700\u57fa\u7840\u534f\u8bae\u662fprotobuf":41,"\u6a21\u578b":55,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":56,"\u6a21\u578b\u5171\u5305\u542b1":48,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":55,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":49,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":52,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":55,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":57,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":36,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":57,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":30,"\u6a21\u578b\u68c0\u9a8c":25,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":30,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":30,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":48,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":30,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":54,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":52,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":20,"\u6a21\u578b\u8def\u5f84":[50,55],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":55,"\u6a21\u578b\u914d\u7f6e":41,"\u6a21\u578b\u91c7\u7528":48,"\u6a21\u578b\u9884\u6d4b":5,"\u6a2a\u5411\u5305\u62ec\u4e09\u4e2a\u7248\u672c":22,"\u6b21":27,"\u6b22\u8fce\u901a\u8fc7":31,"\u6b63\u5219\u65b9\u6cd5\u7b49":41,"\u6b63\u5e38\u7684docker":22,"\u6b63\u6837\u672c":52,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":19,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":37,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":56,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":56,"\u6b64\u5904":48,"\u6b64\u5904\u90fd\u4e3a2":27,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":35,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":56,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":29,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":56,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":55,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":56,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":55,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":52,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":27,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":27,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":54,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":36,"\u6bcf\u4e00\u4e2akey\u7531":54,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":27,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":56,"\u6bcf\u4e2a":[30,36,55],"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":26,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":26,"\u6bcf\u4e2a\u5355\u5c42rnn":29,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":57,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":27,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":30,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":30,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":27,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":49,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":57,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":57,"\u6bcf\u4e2a\u5c42\u5728\u5176":32,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":52,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":38,"\u6bcf\u4e2a\u6574\u6570\u5217\u8868\u88ab\u89c6\u4e3a\u4e00\u4e2a\u6574\u6570\u5e8f\u5217":30,"\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":31,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":57,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":56,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":56,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":29,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":27,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":32,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":27,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":27,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":54,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":54,"\u6bcf\u4e2a\u72b6\u6001":29,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":49,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":49,"\u6bcf\u4e2a\u7ebf\u7a0b":38,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":38,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":57,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":38,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":56,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":56,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":32,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":32,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":57,"\u6bcf\u4e2alayer\u8fd4\u56de\u7684\u90fd\u662f\u4e00\u4e2a":41,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":52,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":52,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":44,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":53,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":38,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":40,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":57,"\u6bcf\u5f53\u7cfb\u7edf\u9700\u8981\u65b0\u7684\u6570\u636e\u8bad\u7ec3\u65f6":41,"\u6bcf\u6279\u6b21":38,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":56,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":57,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":52,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":48,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":50,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":48,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":32,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":57,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":38,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":38,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":38,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":38,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":52,"\u6bcfdot":38,"\u6bcflog":38,"\u6bcfsave":38,"\u6bcftest":38,"\u6bd4\u5982":[19,52],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":27,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":19,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":42,"\u6bd4\u8f83\u5bb9\u6613\u5728\u5927\u6a21\u578b\u4e0b\u6ea2\u51fa":41,"\u6c34\u6e29":27,"\u6c49\u5ead":27,"\u6c60\u5316\u5c42":49,"\u6ca1":27,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":24,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":53,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":54,"\u6cd5\u8bed":57,"\u6ce8\u610f":[3,21,30,32,44,49],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":44,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":40,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":56,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":44,"\u6ce8\u91ca\u6389":56,"\u6cf3\u6c60":27,"\u6d41":27,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":31,"\u6d44":27,"\u6d4b\u8bd5":31,"\u6d4b\u8bd5\u6570\u636e":36,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":36,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":36,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":57,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":36,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":36,"\u6d4b\u8bd5\u6570\u6910\u96c6":56,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":38,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":31,"\u6d4b\u8bd5\u6837\u672c":36,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":56,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":40,"\u6d4b\u8bd5\u811a\u672c\u662f":55,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":56,"\u6d4b\u8bd5model_list":37,"\u6d4b\u8bd5save_dir":37,"\u6d6a\u6f2b\u7247":53,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":48,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":32,"\u6dd8\u5b9d\u7b49":56,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":55,"\u6df7\u5408":55,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":30,"\u6dfb\u52a0":31,"\u6dfb\u52a0\u4e0a\u6e38":31,"\u6dfb\u52a0\u4fee\u6539\u65e5\u5fd7":31,"\u6dfb\u52a0\u4fee\u6539\u8fc7\u7684\u6587\u4ef6":31,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":44,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":19,"\u6e29\u99a8":27,"\u6e90":57,"\u6e90\u4ee3\u7801":52,"\u6e90\u4ee3\u7801\u683c\u5f0f":31,"\u6e90\u5b57\u5178":57,"\u6e90\u5e8f\u5217":30,"\u6e90\u7801\u4e0edemo":43,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":57,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":48,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":48,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":48,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":50,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":50,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":55,"\u6f14\u793a\u91c7\u7528":55,"\u6fc0\u6d3b":32,"\u6fc0\u6d3b\u51fd\u6570":41,"\u6fc0\u6d3b\u51fd\u6570\u4e3asoftmax":41,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":52,"\u6fc0\u6d3b\u65b9\u7a0b":32,"\u6fc0\u6d3b\u7684\u7c7b\u578b":32,"\u6fc0\u6d3b\u7c7b\u578b\u7b49":41,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":27,"\u7136\u540e":[35,36,48,54],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":20,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":29,"\u7136\u540e\u4ecb\u7ecdpserver\u8fdb\u7a0b\u4e2d\u6982\u5ff5":41,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":57,"\u7136\u540e\u4f60\u53ef\u4ee5\u901a\u8fc7\u505a\u4e00\u4e2a\u672c\u5730\u5f00\u53d1\u5206\u652f\u5f00\u59cb\u5f00\u53d1":31,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":56,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":54,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":20,"\u7136\u540e\u52a0":41,"\u7136\u540e\u5355\u51fb":31,"\u7136\u540e\u53ea\u9700\u5728":31,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":44,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":50,"\u7136\u540e\u5728":57,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":27,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":57,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":19,"\u7136\u540e\u5b9a\u4e49":30,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":44,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":54,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":54,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":57,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":55,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":54,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":50,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":43,"\u7136\u540e\u63d0\u53d6\u9690\u85cflstm\u5c42\u7684\u6240\u6709\u65f6\u95f4\u6b65\u957f\u7684\u6700\u5927\u8bcd\u5411\u91cf\u4f5c\u4e3a\u6574\u4e2a\u5e8f\u5217\u7684\u8868\u793a":56,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":57,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":54,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":54,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":44,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":32,"\u7136\u540e\u89e3\u538b":57,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":57,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":54,"\u7136\u540e\u8fd0\u884c\u8fd9\u4e2acontainer\u5373\u53ef":22,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":54,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":44,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":44,"\u7136\u800c":[30,38],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":56,"\u7248\u672c":24,"\u7248\u672c\u57283":31,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":19,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":55,"\u7279\u5f81":54,"\u7279\u5f81\u56fe\u5747\u503c":50,"\u7279\u5f81\u56fe\u65b9\u5dee":50,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":50,"\u7279\u5f81\u6587\u4ef6":55,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":54,"\u72af\u7f6a\u7247":53,"\u73af\u5883\u53d8\u91cf":44,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":19,"\u73b0\u5728":31,"\u73b0\u5728\u4f60\u7684":31,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":54,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":56,"\u751a\u81f3\u53ef\u4ee5\u76f4\u63a5\u914d\u7f6e\u4e00\u4e2a\u5b8c\u6574\u7684lstm":41,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":35,"\u751f\u6210":44,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":33,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":30,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":57,"\u751f\u6210\u6570\u636e\u51fd\u6570\u63a5\u53e3":41,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":57,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":44,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":19,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":57,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":54,"\u751f\u6210\u7ed3\u679c\u6587\u4ef6\u7684\u8def\u5f84":30,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":32,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":54,"\u7528":[53,54,55],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":52,"\u7528\u4e8e":36,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":56,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":32,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":40,"\u7528\u4e8e\u5c06\u8bcdid\u8f6c\u6362\u4e3a\u8bcd\u7684\u5b57\u5178\u6587\u4ef6":30,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":38,"\u7528\u4e8e\u653e\u7f6e":36,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":48,"\u7528\u4e8e\u6807\u8bc6\u751f\u6210\u7684\u6587\u4ef6\u4e2d\u7684\u76f8\u5e94\u8f93\u51fa":30,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":38,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":56,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":30,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":49,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":36,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":36,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":30,"\u7528\u547d\u4ee4":41,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":27,"\u7528\u6237":36,"\u7528\u62371\u7684\u7279\u5f81":54,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":2,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":29,"\u7528\u6237\u53ea\u9700\u6267\u884c":55,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":55,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003":41,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":48,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":52,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":38,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":40,"\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u5bf9\u5e94\u7248\u672c\u7684docker":22,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":2,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":21,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":21,"\u7528\u6237\u540d\u4e3a":22,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":19,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":3,"\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":44,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":55,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":19,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":48,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":54,"\u7528\u6237\u7279\u5f81":54,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":55,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":40,"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":19,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":54,"\u7528\u6237id":53,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":53,"\u7528\u6700\u65b0\u7684":31,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":32,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":20,"\u7528\u6765\u505a\u9884\u6d4b\u548c\u7b80\u5355\u7684\u5b9a\u5236\u5316":22,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":54,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":54,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":20,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":44,"\u7531":29,"\u7531\u4e8e":31,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":27,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":42,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":20,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":53,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":27,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":32,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":55,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":57,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":50,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":2,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":3,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8edocker\u662f\u57fa\u4e8e\u5bb9\u5668\u7684\u8f7b\u91cf\u5316\u865a\u62df\u65b9\u6848":22,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":20,"\u7531\u4e8epaddlepaddle\u7684docker\u955c\u50cf\u5e76\u4e0d\u5305\u542b\u4efb\u4f55\u9884\u5b9a\u4e49\u7684\u8fd0\u884c\u547d\u4ee4":22,"\u7531\u4e8estep":29,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":26,"\u7531grouplen":53,"\u7535\u5f711\u7684\u7279\u5f81":54,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":53,"\u7535\u5f71\u540d\u5b57\u6bb5":54,"\u7535\u5f71\u540d\u79f0":53,"\u7535\u5f71\u548c\u7528\u6237":54,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":54,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":53,"\u7535\u5f71\u7279\u5f81":54,"\u7535\u5f71\u7c7b\u578b":53,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":53,"\u7535\u5f71id":53,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":53,"\u7535\u8111":27,"\u767e\u4e07\u6570\u636e\u96c6":53,"\u7684":[27,31,36,43,44,52,56],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":29,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":20,"\u7684\u4e00\u79cd":57,"\u7684\u4e3a0":38,"\u7684\u4e3b\u8981\u90e8\u5206":55,"\u7684\u4efb\u4e00\u4e00\u79cd":19,"\u7684\u4efb\u52a1":57,"\u7684\u4f5c\u7528":41,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":26,"\u7684\u504f\u7f6e\u5411\u91cf":32,"\u7684\u5185\u5b58":19,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":57,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":44,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":35,"\u7684\u51fd\u6570":41,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":50,"\u7684\u522b\u540d":[6,7,13,15],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":54,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":38,"\u7684\u53d8\u6362\u77e9\u9635":32,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":56,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":30,"\u7684\u540e\u7f00":53,"\u7684\u5411\u91cf":32,"\u7684\u542f\u52a8\u53c2\u6570":44,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":44,"\u7684\u5730\u5740":42,"\u7684\u5747\u5300\u5206\u5e03":19,"\u7684\u5b89\u88c5\u6587\u6863":22,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":20,"\u7684\u5e73\u5747\u503c":26,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":27,"\u7684\u603b":36,"\u7684\u6570\u636e":41,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":52,"\u7684\u6570\u76ee\u4e00\u81f4":26,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":57,"\u7684\u65b9\u7a0b":32,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":24,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":19,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":27,"\u7684\u6700\u5c0f\u503c":38,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":30,"\u7684\u6837\u5f0f":31,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":29,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":29,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":55,"\u7684\u7248\u672c\u53f7":48,"\u7684\u7279\u5f81":50,"\u7684\u72b6\u6001":29,"\u7684\u7528\u6237\u53c2\u8003":36,"\u7684\u76d1\u542c\u7aef\u53e3":38,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":54,"\u7684\u76f8\u5173\u6587\u6863\u8fdb\u884c\u914d\u7f6e":41,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":20,"\u7684\u77e9\u9635":32,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":57,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":32,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":55,"\u7684\u7b2ci\u4e2a\u503c":32,"\u7684\u7b2cj\u4e2a\u503c":32,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":36,"\u7684\u7ed3\u6784\u5982\u4e0b":54,"\u7684\u7ef4\u5ea6":48,"\u7684\u7f51\u6865\u6765\u8fdb\u884c\u7f51\u7edc\u901a\u4fe1":22,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":57,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":52,"\u7684\u8bdd":19,"\u7684\u8def\u5f84\u4e2d":56,"\u7684\u8f93\u5165":29,"\u7684\u8f93\u51fa":35,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":35,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":30,"\u7684\u8f93\u51fa\u683c\u5f0f":27,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":30,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":53,"\u7684\u90e8\u5206":36,"\u7684\u914d\u7f6e":[41,48],"\u7684\u9875\u9762":31,"\u7684python\u5305\u662fpaddlepaddle\u7684\u8bad\u7ec3\u4e3b\u8981\u7a0b\u5e8f":22,"\u7684python\u5305\u6765\u505a\u914d\u7f6e\u6587\u4ef6\u89e3\u6790\u7b49\u5de5\u4f5c":22,"\u76ee\u524d":[29,31,55],"\u76ee\u524d\u4f7f\u7528":31,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":26,"\u76ee\u524d\u652f\u6301fail":38,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":38,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":29,"\u76ee\u5f55":[36,43,44,56],"\u76ee\u5f55\u4e0b":[32,52,57],"\u76ee\u5f55\u4e0b\u627e\u5230":52,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":19,"\u76ee\u5f55\u4e2d":[36,54],"\u76ee\u5f55\u4e2d\u7684":[35,36],"\u76ee\u5f55\u4e2d\u8fd0\u884c":31,"\u76ee\u5f55\u4e2dpaddl":44,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":55,"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":44,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":57,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":52,"\u76ee\u6807":57,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":55,"\u76ee\u6807\u5411\u91cf":30,"\u76ee\u6807\u5b57\u5178":57,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":19,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":20,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":52,"\u76f8\u5173\u547d\u4ee4\u4e3a":22,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":49,"\u76f8\u5173\u8bba\u6587":55,"\u76f8\u53cd":57,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":19,"\u76f8\u5bf9":27,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":2,"\u76f8\u5bf9mnist\u800c\u8a00":3,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":52,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":55,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":55,"\u76f8\u5f53":27,"\u77e9\u9635":37,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":56,"\u7814\u7a76\u751f":53,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":31,"\u793a":52,"\u793a\u4f8b":[19,50],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":27,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":27,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":27,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":19,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":57,"\u795e\u7ecf\u7f51\u7edc\u7684\u67d0\u4e00\u5c42":41,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":27,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":19,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":20,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u4e3b\u8981\u5305\u62ec\u7f51\u7edc\u8fde\u63a5":41,"\u79bb":27,"\u79d1\u5b66\u5bb6":53,"\u79d1\u5e7b\u7247":53,"\u79f0\u4e3a":[30,41],"\u79f0\u4e3a\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":41,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":26,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":38,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":32,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":44,"\u7a00\u758f\u768401\u5411\u91cf":3,"\u7a00\u758f\u7684\u5411\u91cf":3,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":40,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":44,"\u7a0b\u5e8f\u505c\u6b62":38,"\u7a0b\u5e8f\u5458":53,"\u7a0b\u5e8f\u6216\u8005\u81ea\u5b9a\u4e49\u4e00\u4e2a\u542b\u6709\u542f\u52a8\u811a\u672c\u7684imag":22,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":38,"\u7a0d\u505a\u8be6\u7ec6\u8bf4\u660e":41,"\u7a20\u5bc6\u5411\u91cf":32,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":44,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":3,"\u7a97\u6237":27,"\u7aef\u53e3":36,"\u7aef\u53e3\u6570":36,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":36,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":19,"\u7b2c":27,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":27,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u5929":27,"\u7b2c\u4e00\u884c\u4ece":56,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":50,"\u7b2c\u4e00\u884c\u662f":48,"\u7b2c\u4e00\u884c\u7684":57,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":20,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":56,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":57,"\u7b2c\u4e09\u6b65":50,"\u7b2c\u4e8c":56,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":57,"\u7b2c\u4e8c\u6b65":[48,50],"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":50,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":20,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":32,"\u7b49\u5176\u4ed6":57,"\u7b49\u53c2\u6570":44,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":42,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":42,"\u7b49\u7b49":[31,52,57],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":42,"\u7b80\u4ecb":34,"\u7b80\u5355\u6765\u8bf4":35,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":19,"\u7b80\u5355\u7684\u542b\u6709ssh\u7684dockerfile\u5982\u4e0b":22,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":54,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":35,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":54,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":43,"\u7b80\u76f4":27,"\u7b97\u6cd5":[19,20,30,56],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":30,"\u7b97\u6cd5\u914d\u7f6e":56,"\u7ba1\u7406\u4eba\u5458":53,"\u7ba1\u7406\u5458":53,"\u7c7b\u4f3c":26,"\u7c7b\u4f3c\u5730":55,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":32,"\u7c7b\u522b\u4e2a\u6570":49,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":37,"\u7c7b\u522bid":52,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":52,"\u7c7b\u578b":[38,54],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":26,"\u7c7b\u578b\u662fsparse_binary_vector":3,"\u7c7b\u578b\u662fsparse_float_vector":3,"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":27,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":32,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":32,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":19,"\u7cfb\u7edfc":41,"\u7d2f\u52a0\u6c42\u548c":41,"\u7ea2\u697c\u68a6":48,"\u7eaa\u5f55\u7247":53,"\u7eb5\u5411\u5305\u62ec\u56db\u4e2a\u7248\u672c":22,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":20,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":20,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":20,"\u7ebf\u7a0bid\u53f7":40,"\u7ec4\u6210":41,"\u7ec6\u8282\u63cf\u8ff0":39,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":25,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":19,"\u7ed3\u5408":42,"\u7ed3\u675f\u6807\u8bb0":30,"\u7ed3\u6784\u5982\u4e0b":56,"\u7ed3\u6784\u5982\u4e0b\u56fe":48,"\u7ed3\u679c\u4fdd\u5b58\u5728":55,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":56,"\u7ed9":27,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":49,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":49,"\u7ed9\u5b9a\u52a8\u8bcd":55,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":56,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":29,"\u7edd\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u4e0d\u5e94\u8be5":31,"\u7ee7\u7eed\u6df1\u5165\u4e86\u89e3":41,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":27,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":27,"\u7ef4\u5ea6\u4e3aword_dim":52,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":52,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":52,"\u7ef4\u62a4":42,"\u7ef4\u7a7a\u95f4":30,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":30,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":19,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":54,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":44,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":44,"\u7f16\u53f7":54,"\u7f16\u53f7\u4ece0\u5f00\u59cb":19,"\u7f16\u53f7\u5b57\u6bb5":54,"\u7f16\u7801\u5411\u91cf":30,"\u7f16\u7801\u5668\u8f93\u51fa":30,"\u7f16\u7801\u6e90\u5e8f\u5217":30,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":57,"\u7f16\u8bd1\u5b8c\u6210\u540e":33,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":38,"\u7f16\u8bd1\u6d41\u7a0b":25,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":23,"\u7f16\u8bd1\u73af\u5883\u548c\u6e90\u4ee3\u7801":22,"\u7f16\u8bd1\u751f\u6210":33,"\u7f16\u8bd1\u9009\u9879":21,"\u7f16\u8f91":42,"\u7f29\u653e\u53c2\u6570":50,"\u7f51\u7edc":[55,56],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":42,"\u7f51\u7edc\u540d\u79f0":52,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":32,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":32,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":32,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":32,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":38,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":32,"\u7f51\u7edc\u63a5\u53e3\u5361":36,"\u7f51\u7edc\u6a21\u5757":50,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":55,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":56,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e3a\u795e\u7ecf\u7f51\u7edc\u7684\u4f18\u5316\u76ee\u6807":41,"\u7f51\u7edc\u7684\u8f93\u51fa\u4e5f\u53ef\u901a\u8fc7":41,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":54,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u4e09\u90e8\u5206":41,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e\u8fd9\u4e09\u90e8\u5206\u8be5\u6982\u5ff5":41,"\u7f51\u7edc\u8fde\u63a5":41,"\u7f51\u7edc\u901a\u4fe1":32,"\u7f51\u7edc\u914d\u7f6e":[36,52,56],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[50,55],"\u800c":[20,22,30,43,54],"\u800c\u4e0d\u4f7f\u7528docker":22,"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":56,"\u800c\u4e0d\u662f":31,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":36,"\u800c\u4e0d\u662f\u65b0\u6570\u636e\u9a71\u52a8\u7cfb\u7edf":41,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":19,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":27,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":56,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":57,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":38,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":35,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":35,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":40,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":27,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":50,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":56,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":27,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":27,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":27,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":35,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":19,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":35,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":37,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":56,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":30,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":40,"\u800c\u7cfb\u7edf\u4e2d\u7684":19,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":27,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":27,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":21,"\u800cgpu\u7684\u9a71\u52a8\u548c\u8bbe\u5907\u5168\u90e8\u6620\u5c04\u5230\u4e86\u5bb9\u5668\u5185":22,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":29,"\u800cweight":49,"\u804c\u4e1a":53,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":53,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":29,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":29,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":52,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":29,"\u80fd\u83b7\u53d6":36,"\u811a\u672c":[22,36,49,54],"\u811a\u672c\u4fdd\u5b58\u5728":49,"\u811a\u672c\u53ef\u4ee5\u542f\u52a8paddlepaddle\u7684\u8bad\u7ec3\u8fdb\u7a0b\u548cpserv":22,"\u811a\u672c\u548c":22,"\u811a\u672c\u5f00\u59cb\u65f6":44,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":56,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":56,"\u811a\u672c\u7c7b\u4f3c\u4e8e":22,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":49,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":36,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":29,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":30,"\u81ea\u5e95\u5411\u4e0a\u6cd5":52,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":40,"\u81ea\u7531\u804c\u4e1a\u8005":53,"\u81f3\u5c11\u5177\u67093":22,"\u81f3\u6b64":[3,22,27],"\u8212\u9002":27,"\u827a\u672f\u5bb6":53,"\u8282\u70b9\u4e2d\u7684":36,"\u82e5":32,"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":26,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":35,"\u82e5\u6709\u5fc5\u8981":32,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":26,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":26,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":33,"\u82f1\u8bed":57,"\u8303\u56f4":40,"\u83b7\u53d6\u5229\u7528":52,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":56,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":52,"\u83b7\u53d6\u901a\u8fc7":56,"\u83b7\u53d6trainer":44,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":32,"\u867d\u7136":20,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":3,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":36,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":37,"\u884c":48,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":50,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":53,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":32,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":32,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":42,"\u8868\u793a\u4e3adeviceid":40,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":36,"\u8868\u793a\u5973\u6027":53,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":27,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":36,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":36,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":57,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":53,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":52,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":56,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":56,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":56,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":44,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":52,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":52,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":44,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":26,"\u88ab\u653e\u5728":32,"\u88ab\u79f0\u4e3a":30,"\u88ab\u79f0\u4e3a\u6570\u636e\u63d0\u4f9b\u5668":41,"\u897f\u90e8\u7247":53,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":54,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":57,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":35,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":36,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":49,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":54,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":26,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":29,"\u8981\u8c03\u7528":32,"\u89c2\u5bdf\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u914d\u7f6e":31,"\u89e3\u51b3\u529e\u6cd5\u662f":19,"\u89e3\u51b3\u65b9\u6848\u662f":19,"\u89e3\u538b":57,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":54,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":54,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":44,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":30,"\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":30,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":30,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":57,"\u89e3\u91ca":52,"\u8ba1\u7b97":30,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":32,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":20,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":30,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":32,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":32,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":30,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":32,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":32,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":20,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":32,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":32,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":32,"\u8ba1\u7b97\u8f93\u51fa":32,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":52,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":54,"\u8bad\u7ec3":[22,37,56],"\u8bad\u7ec3\u4f5c\u4e1a":36,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":49,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":55,"\u8bad\u7ec3\u540e":55,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":36,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":35,"\u8bad\u7ec3\u5b8c\u6210\u540e":20,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":57,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u7684\u683c\u5f0f\u5f80\u5f80\u5404\u4e0d\u76f8\u540c":41,"\u8bad\u7ec3\u6570\u6910\u96c6":56,"\u8bad\u7ec3\u65f6":44,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":52,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b":25,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":56,"\u8bad\u7ec3\u6a21\u578b\u540e":30,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":57,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":55,"\u8bad\u7ec3\u7b97\u6cd5":41,"\u8bad\u7ec3\u7b97\u6cd5\u901a\u5e38\u5b9a\u4e49\u5728\u53e6\u4e00\u5355\u72ecpython\u6587\u4ef6\u4e2d":41,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":44,"\u8bad\u7ec3\u811a\u672c":52,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":52,"\u8bad\u7ec3\u81f3\u591a":54,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":44,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":19,"\u8bad\u7ec3\u8f6e\u6b21":52,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":37,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":38,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":38,"\u8bad\u7ec3\u8fdb\u7a0b":41,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":38,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u4e3b\u8981\u5305\u62ec\u6570\u636e\u6e90":41,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u7684\u6570\u636e\u6e90\u914d\u7f6e\u4e2d\u6307\u5b9adataprovider\u6587\u4ef6\u540d\u5b57":41,"\u8bad\u7ec3\u9636\u6bb5":41,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":56,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":56,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":56,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":49,"\u8bad\u7ec3dot_period":37,"\u8bb0\u5fc6\u6a21\u5757":30,"\u8bba\u6587":50,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":36,"\u8bbe\u4e3a\u672c\u5730":36,"\u8bbe\u7f6e\u4e3a":32,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":38,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":38,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":57,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":57,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":56,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":19,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[19,34,54],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":56,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":56,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":56,"\u8bbe\u7f6e\u6210":19,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":19,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":55,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":56,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":56,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":56,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":57,"\u8bbe\u7f6e\u7c7b\u522b\u6570":56,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[55,56],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":56,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":32,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":56,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":40,"\u8bbe\u7f6ebatch":56,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":57,"\u8bbe\u7f6egpu":38,"\u8bbe\u7f6epass":56,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":57,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":44,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":20,"\u8bc4\u4f30\u5668":41,"\u8bc4\u4f30\u5668\u53ef\u4ee5\u8bc4\u4ef7\u6a21\u578b\u7ed3\u679c":41,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":52,"\u8bc4\u5206":[53,54],"\u8bc4\u5206\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u4ec5\u4ec5\u63d0\u4f9b\u7535\u5f71\u6216\u7528\u6237\u7684\u7f16\u53f7\u6765\u4ee3\u8868\u76f8\u5e94\u7684\u7535\u5f71\u6216\u7528\u6237":54,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":53,"\u8bcd\u5411\u91cf":48,"\u8bcd\u5411\u91cf\u6a21\u578b":51,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":48,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":48,"\u8bcd\u9891\u6700\u9ad8\u7684":57,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":35,"\u8be5":[36,55],"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":3,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":3,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":3,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":38,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":38,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":38,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":38,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":38,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":38,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":38,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":38,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":38,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":3,"\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":32,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":52,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":38,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":32,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":3,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":21,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":53,"\u8be5\u6570\u636e\u96c6":48,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":53,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":53,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":38,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":54,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":50,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":54,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":49,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":52,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":57,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":20,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":30,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":54,"\u8be5\u76ee\u5f55\u4e0b\u4f1a\u751f\u6210\u5982\u4e0b\u4e24\u4e2a\u5b50\u76ee\u5f55":33,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":54,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":54,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":20,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":32,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":54,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":50,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":49,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":32,"\u8be5layer\u5c06\u591a\u4e2a\u8f93\u5165":41,"\u8be5python\u4ee3\u7801\u53ef\u4ee5\u751f\u6210protobuf\u5305":41,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":27,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":36,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":52,"\u8be6\u7ec6\u53ef\u4ee5\u53c2\u8003":41,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":50,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":19,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":52,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":21,"\u8be6\u7ec6\u89c1":26,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[51,55],"\u8bed\u8a00\u6a21\u578b":48,"\u8bf4\u660e":[21,44],"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":54,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":32,"\u8bf7\u4e0d\u8981\u6df7\u6dc6":41,"\u8bf7\u4f7f\u7528":31,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":40,"\u8bf7\u53c2\u8003":[3,19,22,27,30,32,41,52],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":52,"\u8bf7\u53c2\u8003\u9875\u9762":54,"\u8bf7\u53c2\u8003layer\u6587\u6863":49,"\u8bf7\u53c2\u9605":30,"\u8bf7\u53c2\u9605\u60c5\u611f\u5206\u6790\u7684\u6f14\u793a\u4ee5\u4e86\u89e3\u6709\u5173\u957f\u671f\u77ed\u671f\u8bb0\u5fc6\u5355\u5143\u7684\u66f4\u591a\u4fe1\u606f":55,"\u8bf7\u5b89\u88c5cuda":24,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":38,"\u8bf7\u67e5\u770b":48,"\u8bf7\u6c42\u53ef\u80fd\u4f1a\u5931\u6548":31,"\u8bf7\u6c42\u65f6":31,"\u8bf7\u6ce8\u610f":[30,43,48],"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":40,"\u8bf7\u786e\u4fdd":31,"\u8bf7\u8bb0\u4f4f":36,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":19,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":40,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":20,"\u8bfb\u53d6\u6570\u636e":3,"\u8bfb\u53d6\u6bcf\u4e00\u884c":3,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":44,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":44,"\u8c03\u7528":[32,49],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":20,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":32,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":55,"\u8d1f\u6837\u672c":52,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":56,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":56,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":42,"\u8d77":27,"\u8def\u5f84\u4e0b":[20,50],"\u8df3\u8f6c\u5230":31,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":49,"\u8f6c\u5230":31,"\u8f6c\u6362\u8fc7\u6765\u7684":50,"\u8f6e":54,"\u8f83":27,"\u8f93\u5165":[26,30],"\u8f93\u5165\u5168\u662f\u5176\u4ed6layer\u7684\u8f93\u51fa":41,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":29,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":29,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":49,"\u8f93\u5165\u5c42\u5c3a\u5bf8":50,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":27,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":27,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":27,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":40,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":56,"\u8f93\u5165\u6587\u672c":48,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":48,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":32,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":32,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":50,"\u8f93\u5165\u7684":48,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":57,"\u8f93\u5165\u7684\u540d\u5b57":32,"\u8f93\u5165\u7684\u5927\u5c0f":32,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":48,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":48,"\u8f93\u5165\u7684\u7c7b\u578b":32,"\u8f93\u5165\u95e8":56,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":56,"\u8f93\u5165n\u4e2a\u5355\u8bcd":52,"\u8f93\u51fa":[26,30],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":29,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":29,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":52,"\u8f93\u51fa\u51fd\u6570":30,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":26,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":29,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":54,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":48,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":56,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":56,"\u8f93\u51fa\u67092\u5217":48,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":50,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":48,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":48,"\u8f93\u51fa\u7684\u68af\u5ea6":38,"\u8f93\u51fa\u76ee\u5f55":50,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":43,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":27,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":19,"\u8fd0\u884c":[22,24],"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":54,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":57,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":48,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":48,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":20,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":36,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[19,34,52],"\u8fd0\u884c\u5931\u8d25":40,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":48,"\u8fd0\u884c\u5b8c\u6210\u540e":36,"\u8fd0\u884c\u5b8c\u811a\u672c":56,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":48,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":56,"\u8fd0\u884c\u65e5\u5fd7":36,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":44,"\u8fd0\u884c\u8fd9\u4e2acontain":22,"\u8fd1":27,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":57,"\u8fd4\u56de":[8,9,10,11,14,15,16],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":55,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":54,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":3,"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":32,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,11,14,15,16],"\u8fd8\u4f1a":27,"\u8fd8\u662f":27,"\u8fd8\u6709":27,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":56,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":55,"\u8fd8\u9700\u8981\u8bbe\u7f6e\u4e0b\u9762\u4e24\u4e2a\u53c2\u6570":41,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":49,"\u8fd9":[19,27,52],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":35,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":29,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":52,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":36,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":49,"\u8fd9\u4e24\u4e2a\u6807\u51c6":55,"\u8fd9\u4e24\u4e2a\u9700\u8981\u4e0e":41,"\u8fd9\u4e2a":[27,42],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":19,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":19,"\u8fd9\u4e2a\u51fd\u6570\u7684":30,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":27,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":30,"\u8fd9\u4e2a\u5305\u91cc\u9762\u5305\u542b\u4e86\u6a21\u578b\u914d\u7f6e\u9700\u8981\u7684\u5404\u4e2a\u6a21\u5757":41,"\u8fd9\u4e2a\u5411\u91cf\u4e0e\u6e90\u4e2d\u641c\u7d22\u51fa\u7684\u4f4d\u7f6e\u548c\u6240\u6709\u4e4b\u524d\u751f\u6210\u7684\u76ee\u6807\u5355\u8bcd\u6709\u5173":57,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":2,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":44,"\u8fd9\u4e2a\u57fa\u7c7b":32,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":56,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":29,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":27,"\u8fd9\u4e2a\u6570\u636e\u5217\u8868\u6587\u4ef6\u4e2d\u5305\u542b\u7684\u662f\u6bcf\u4e00\u4e2a\u8bad\u7ec3\u6216\u8005\u6d4b\u8bd5\u6587\u4ef6\u7684\u8def\u5f84":41,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":57,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":52,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":57,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":27,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":32,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":32,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":55,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":42,"\u8fd9\u4e2a\u8868\u683c":42,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":29,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":20,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":48,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":42,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6\u7f51\u7edc\u7531":41,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":57,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":30,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":3,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":44,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":29,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":19,"\u8fd9\u4e9b":36,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":44,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":54,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":32,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":19,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":19,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":50,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":50,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":50,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":55,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":27,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":32,"\u8fd9\u4efd\u7b80\u77ed\u7684\u4ecb\u7ecd\u5c06\u5411\u4f60\u5c55\u793a\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":20,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":32,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":57,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":27,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":21,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":27,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":55,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":27,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":55,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":30,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":57,"\u8fd9\u5c31\u662f":41,"\u8fd9\u5df2\u7ecf\u5728":56,"\u8fd9\u610f\u5473\u7740":30,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":20,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":40,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":56,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":26,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":49,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":27,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":19,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":57,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":57,"\u8fd9\u6837":[20,36],"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":19,"\u8fd9\u6837\u5355\u4e2a\u5b50\u7ebf\u7a0b\u7684\u957f\u5ea6\u5c31\u4e0d\u4f1a\u6ea2\u51fa\u4e86":41,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":40,"\u8fd9\u6837\u5bb9\u5668\u7684":44,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":54,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":32,"\u8fd9\u6837\u7684\u8bdd":43,"\u8fd9\u6837\u7684\u8bdd\u6bcf\u4f4d\u7528\u6237\u5728\u6d4b\u8bd5\u6587\u4ef6\u4e2d\u5c06\u4e0e\u8bad\u7ec3\u6587\u4ef6\u542b\u6709\u540c\u6837\u7684\u4fe1\u606f":54,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":35,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":20,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":32,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":19,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":32,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":40,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":30,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":29,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":44,"\u8fd9\u7bc7\u6587\u7ae0":57,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":27,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":30,"\u8fd9\u91cc":[19,30,41,42,44,50,55],"\u8fd9\u91cc\u4e5f\u53ef\u53eb\u5206\u7c7b\u5c42":41,"\u8fd9\u91cc\u4ee5":52,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":20,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":20,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":56,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":27,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":19,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":20,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":57,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":52,"\u8fd9\u91cc\u5bf9":41,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":20,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":54,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":49,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":49,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":54,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":32,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":44,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":52,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":20,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":57,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":57,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":36,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":57,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":57,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":57,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":49,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":52,"\u8fd9\u91cc\u7b80\u5355\u4ecb\u7ecdlayer":41,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":42,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":57,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":57,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":57,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":52,"\u8fdb\u5165":56,"\u8fdb\u5165\u5bb9\u5668":43,"\u8fdb\u5165docker":22,"\u8fdb\u7a0b":41,"\u8fdb\u7a0b\u4e2d\u53ef\u4ee5\u542f\u52a8\u591a\u4e2a\u5b50\u7ebf\u7a0b\u53bb\u63a5\u53d7":41,"\u8fdb\u7a0b\u4e4b\u540e":41,"\u8fdb\u7a0b\u5171\u7ed1\u5b9a\u591a\u5c11\u4e2a\u7aef\u53e3\u7528\u6765\u505a\u7a20\u5bc6\u66f4\u65b0":41,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":44,"\u8fdb\u7a0b\u7684":36,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":44,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":44,"\u8fdb\u7a0b\u7aef\u53e3\u662f":41,"\u8fdb\u7a0b\u9700\u8981\u7684":44,"\u8fdb\u884c\u4e86":27,"\u8fdb\u884c\u4f7f\u7528":49,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":44,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":44,"\u8fdb\u884c\u540c\u6b65":41,"\u8fdb\u884c\u5f00\u53d1":31,"\u8fdb\u884c\u62c6\u89e3":27,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":32,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":20,"\u8fdb\u884c\u9884\u6d4b":52,"\u8fdb\u9636\u6307\u5357":47,"\u8fdc\u7a0b\u8bbf\u95ee":22,"\u8fde\u63a5":29,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":56,"\u9000\u4f11\u4eba\u5458":53,"\u9000\u51fa\u5bb9\u5668":43,"\u9002\u4e2d":27,"\u9009":27,"\u9009\u62e9":27,"\u9009\u62e9\u4f60\u7684\u5f00\u53d1\u5206\u652f\u5e76\u5355\u51fb":31,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":34,"\u9009\u62e9\u666e\u901acpu\u7248\u672c\u7684devel\u7248\u672c\u7684imag":22,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":52,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":38,"\u9009\u62e9\u8fc7\u540e\u7684":57,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":42,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":53,"\u9009\u9879":[21,48],"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":37,"\u901a\u5e38":[36,56],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":44,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":40,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":19,"\u901a\u5e38\u5728\u9ad8\u7ea7\u60c5\u51b5\u4e0b":41,"\u901a\u5e38\u60c5\u51b5\u4e0b":35,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":43,"\u901a\u5e38\u662f\u4e00\u4e2apython\u51fd\u6570":41,"\u901a\u5e38\u6bcf\u4e2a\u914d\u7f6e\u6587\u4ef6\u90fd\u4f1a\u5305\u62ec":41,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":42,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":30,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":32,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":27,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":40,"\u901a\u7528":37,"\u901a\u77e5":27,"\u901a\u77e5\u7cfb\u7edf\u4e00\u8f6e\u6570\u636e\u8bfb\u53d6\u7ed3\u675f":41,"\u901a\u8fc7":[19,27,32,36,41,52],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":29,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":49,"\u901a\u8fc7\u4f7f\u7528":21,"\u901a\u8fc7\u51fd\u6570":44,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":49,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":19,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":29,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":29,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":31,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":56,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":52,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":32,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":52,"\u901a\u8fc7data":29,"\u901a\u8fc7volum":42,"\u903b\u8f91\u56de\u5f52":52,"\u9053\u6b49":27,"\u9069":27,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":53,"\u9075\u5faa\u6587\u7ae0":48,"\u90a3\u4e48":[29,32],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":29,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":19,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":2,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":19,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":19,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":3,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":19,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":20,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":30,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":30,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":19,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":19,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":19,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":19,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":40,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":35,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":35,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":19,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":35,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":35,"\u90ae\u7f16":53,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":42,"\u90e8\u7f72kubernetes\u96c6\u7fa4":34,"\u90fd":27,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":38,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":20,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":27,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":26,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":27,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":32,"\u914d\u5408\u4f7f\u7528":41,"\u914d\u7f6e":56,"\u914d\u7f6e\u4e86\u7f51\u7edc":54,"\u914d\u7f6e\u51fa\u975e\u5e38\u590d\u6742\u7684\u7f51\u7edc":41,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":49,"\u914d\u7f6e\u5982\u4e0b":48,"\u914d\u7f6e\u6253\u5f00":35,"\u914d\u7f6e\u6570\u636e\u6e90":41,"\u914d\u7f6e\u6587\u4ef6":52,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":32,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":48,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":36,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":30,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":32,"\u914d\u7f6eapi":26,"\u914d\u7f6ekubectl":34,"\u9152\u5e97":27,"\u91c7\u6837\u5c42":54,"\u91c7\u7528":55,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":55,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":38,"\u91c7\u7528multi":19,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":43,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":24,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":50,"\u91cc\u7684\u65e5\u5fd7":36,"\u91cc\u901a\u8fc7train_list\u548ctest_list\u6307\u5b9a\u662f\u8bad\u7ec3\u6587\u4ef6\u5217\u8868\u548c\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":41,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":35,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":43,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":19,"\u9488\u5bf9\u6587\u672c":54,"\u94a9\u5b50\u4f1a\u68c0\u67e5\u672c\u5730\u4ee3\u7801\u662f\u5426\u5b58\u5728":31,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":21,"\u94fe\u63a5\u5f85\u8865\u5145":52,"\u9500\u552e":53,"\u9519\u8bef\u7387":52,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":19,"\u955c\u50cf":22,"\u955c\u50cf\u91cc\u6709":43,"\u957f\u5ea6":19,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":30,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":30,"\u95ee\u9898":20,"\u95f4\u9694":52,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":38,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":38,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":27,"\u9664\u53bbdata\u5c42":52,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":48,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":55,"\u968f\u673a\u6570\u7684\u79cd\u5b50":38,"\u968f\u673a\u6570seed":37,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":20,"\u9694\u5f00":50,"\u96c6":53,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":57,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":57,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":38,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":43,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":36,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":36,"\u96c6\u7fa4\u5de5\u4f5c":36,"\u96c6\u7fa4\u6d4b\u8bd5":37,"\u96c6\u7fa4\u8bad\u7ec3":37,"\u96c6\u7fa4\u8fdb\u7a0b":36,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":36,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":36,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":36,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":35,"\u9700\u8981\u4e0e":41,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":44,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":42,"\u9700\u8981\u53c2\u8003":22,"\u9700\u8981\u542f\u52a8":41,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":44,"\u9700\u8981\u5728":36,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":43,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":33,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":50,"\u9700\u8981\u5bf9":42,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":19,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":56,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":27,"\u9700\u8981\u652f\u6301avx\u6307\u4ee4\u96c6\u7684cpu":22,"\u9700\u8981\u660e\u786e\u6307\u5b9a":38,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":42,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":44,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[38,41,54],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":32,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":27,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":29,"\u9700\u8981import\u8fd9\u4e9b\u51fd\u6570":41,"\u9700\u8981python\u63a5\u53e3\u91cc\u5904\u7406shuffl":41,"\u975e\u5e38\u6570":32,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":32,"\u97f3\u4e50\u5267":53,"\u9875\u9762\u4e2d\u7684":31,"\u987a\u5e8f":27,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":54,"\u9884\u5904\u7406\u811a\u672c":56,"\u9884\u5b9a\u4e49\u7f51\u7edc":56,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":56,"\u9884\u6d4b\u540e":55,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":56,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":50,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":54,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":52,"\u9884\u6d4b\u811a\u672c\u662f":55,"\u9884\u6d4b\u9636\u6bb5":41,"\u9884\u6d4bid":52,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":56,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":48,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":48,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":50,"\u989d\u5916\u7684\u53c2\u6570":52,"\u9996\u5148":[3,20,27,30,32,48,50,52,55,56],"\u9996\u5148\u4e0b\u8f7dcifar":49,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":21,"\u9996\u5148\u5b89\u88c5paddlepaddl":56,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":32,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":32,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":57,"\u9a71\u52a8":33,"\u9a8c\u8bc1\u65b0\u7684":31,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":53,"\u9ad8\u4eae\u90e8\u5206":27,"\u9ad8\u53ef\u7528":42,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":30,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":19,"\u9ed1\u8272\u7535\u5f71":53,"\u9ed8\u8ba4":[3,38,57],"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":52,"\u9ed8\u8ba4\u4e0d\u663e\u793a":38,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":29,"\u9ed8\u8ba4\u4e3a0":[38,40],"\u9ed8\u8ba4\u4e3a1":[3,40],"\u9ed8\u8ba4\u4e3a100":40,"\u9ed8\u8ba4\u4e3a4096mb":38,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":54,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":29,"\u9ed8\u8ba4\u4e3anull":38,"\u9ed8\u8ba4\u4f7f\u7528\u591a\u7c7b\u4ea4\u53c9\u71b5\u635f\u5931\u51fd\u6570\u548c\u5206\u7c7b\u9519\u8bef\u7387\u7edf\u8ba1\u8bc4\u4f30\u5668":41,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":38,"\u9ed8\u8ba4\u503c":[21,26,40],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":29,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[19,36,56],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":56,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":27,"\u9ed8\u8ba4\u662f0":41,"\u9ed8\u8ba4\u662f1":41,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":56,"\u9ed8\u8ba4\u7684":43,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":40,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":36,"adamax\u7b49":52,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":52,"api\u5bf9\u6bd4\u4ecb\u7ecd":28,"api\u63a5\u53e3":42,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":19,"atlas\u7684\u8def\u5f84":21,"awselasticblockstore\u7b49":42,"batch\u4e2d\u5305\u542b":19,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":38,"batches\u6b21":38,"bin\u548c\u8bc4\u5206\u6587\u4ef6":54,"blas\u7684\u8def\u5f84":21,"bool\u578b\u53c2\u6570":3,"byte":19,"caoying\u7684pul":57,"case":[10,15,18,35],"cd\u5230\u542b\u6709dockerfile\u7684\u8def\u5f84\u4e2d":22,"class":[7,10,12,14,15,16,17,19,32,56],"cmake\u4e2d\u5c06":35,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":19,"cmake\u7f16\u8bd1\u65f6":21,"cmake\u914d\u7f6e\u4e2d\u5c06":35,"conf\u4f5c\u4e3a\u914d\u7f6e":57,"const":32,"container\u4e2d":43,"container\u540e":22,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":19,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":40,"count\u548cgpu":40,"cpu\u7248\u672c":[22,24],"cuda\u5e73\u53f0":24,"cuda\u5e93":38,"cuda\u76f8\u5173\u7684driver\u548c\u8bbe\u5907\u6620\u5c04\u8fdbcontainer\u4e2d":22,"cudnn\u5e93":[21,38],"dat\u4e2d":54,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":44,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":27,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":27,"dataprovider\u662f\u88ab\u7cfb\u7edf\u8c03\u7528":41,"dataprovider\u662fpaddlepaddle\u7cfb\u7edf\u7684\u6570\u636e\u63d0\u4f9b\u5668":41,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,52],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":19,"dataprovider\u8fd4\u56de\u7a7a\u6570\u636e":41,"dataprovider\u91cc\u5b9a\u4e49\u6570\u636e\u8bfb\u53d6\u51fd\u6570":41,"deb\u5b89\u88c5\u5305":24,"decay\u5219\u4e3a0":49,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":29,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":29,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":29,"decoer\u67b6\u6784":29,"default":[7,9,10,11,12,14,15,16,17,40,43,44,56],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":5,"devel\u548cdemo":22,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":3,"dictionary\u7531\u89e3\u6790\u81ea\u52a8\u751f\u6210":54,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":57,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":33,"docker\u7684\u5b98\u65b9\u6587\u6863":22,"docker\u7684\u5b98\u7f51":33,"docker\u955c\u50cf\u662f\u6211\u4eec\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u90e8\u7f72\u548c\u8fd0\u884c\u65b9\u5f0f":22,"dockerfile\u7684\u6587\u6863":22,"dockerfile\u7684\u6700\u4f73\u5b9e\u8df5":22,"dropout\u7684\u6bd4\u4f8b":32,"elec\u6d4b\u8bd5\u96c6":52,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":52,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":27,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":29,"encoder\u8f93\u51fa":29,"entropy\u4f5c\u4e3acost":19,"evaluator\u7684\u503c\u4f4e\u4e8e0":57,"export":[19,22,24,49],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":3,"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":40,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":40,"final":[11,15,54],"float":[3,7,9,10,12,14,15,20,35,50,54],"float\u7b49":40,"function":[8,10,11,12,14,15,17,18,30,56],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":57,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":3,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":3,"git\u6d41\u5206\u652f\u6a21\u578b":31,"github\u4e0a":31,"github\u5141\u8bb8\u81ea\u52a8\u66f4\u65b0":31,"github\u9996\u9875":31,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":21,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":35,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548ccpu\u901a\u4fe1":41,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":34,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":38,"gpu\u7248\u672c":[22,24],"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":55,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":19,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":56,"group\u6559\u7a0b":28,"gru\u6216lstm":30,"gru\u6a21\u578b":52,"gru\u6a21\u578b\u914d\u7f6e":52,"hot\u7a20\u5bc6\u5411\u91cf":54,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":33,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":3,"id\u4e3a0\u7684\u6982\u7387":52,"id\u4e3a1\u7684\u6982\u7387":52,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":38,"id\u6307\u5b9a\u7684gpu":40,"id\u65e0\u6548":38,"image\u91cc":43,"imdb\u6570\u636e\u96c6\u5305\u542b25":56,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":56,"imdb\u7684\u6570\u6910\u96c6":56,"import":[3,5,9,10,15,17,19,20,41,48,49,50,54,56,57],"include\u4e0b\u9700\u8981\u5305\u542bcbla":21,"include\u4e0b\u9700\u8981\u5305\u542bmkl":21,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"int":[3,7,9,10,11,12,14,15,18,27,32,40,52,54,55],"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":42,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":42,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":44,"job\u7684\u540d\u5b57":44,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":44,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":34,"kubernetes\u5355\u673a\u8bad\u7ec3":34,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":42,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":44,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":44,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":42,"kubernetes\u652f\u6301\u591a\u79cdvolum":42,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":43,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":42,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":27,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":27,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":26,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":26,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":29,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":32,"layer\u91cc\u9762\u53ef\u4ee5\u5b9a\u4e49\u53c2\u6570\u5c5e\u6027":41,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":21,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":21,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":21,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":21,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":40,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6216\u8005test":41,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":40,"long":[10,11,14,15],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":56,"lstm\u6a21\u578b":52,"lstm\u6a21\u578b\u914d\u7f6e":52,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":56,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":29,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":30,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":30,"memory\u53ea\u80fd\u5728":29,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":27,"memory\u6307\u5411\u4e00\u4e2alay":29,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":30,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":27,"memory\u7684":30,"memory\u7684\u521d\u59cb\u72b6\u6001":29,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":27,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":29,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":30,"memory\u7684i":29,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":29,"mkl\u7684\u8def\u5f84":21,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":21,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":57,"mode\u7684python\u51fd\u6570":57,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":54,"name\u662f\u4f53\u88c1":54,"name\u662f\u5e74\u9f84":54,"name\u662f\u6027\u522b":54,"name\u662f\u7535\u5f71\u540d":54,"name\u662f\u804c\u4e1a":54,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":44,"name\u90fd\u662f":22,"new":[10,14,15,18,32],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":42,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":57,"noavx\u7248\u672c":24,"normalization\u5c42":50,"normalization\u5c42\u7684\u53c2\u6570":50,"null":[10,15,32,38,54],"num_gradient_servers\u53c2\u6570":44,"openblas\u7684\u8def\u5f84":21,"operator\u7684\u6982\u5ff5":41,"osx\u6216\u8005\u662fwindows\u673a\u5668":22,"osx\u7684\u5b89\u88c5\u6587\u6863":22,"out\u4e0b\u5305\u542b":49,"out\u7684\u6587\u4ef6\u5939":49,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":27,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":44,"packages\u91cc\u9762":19,"packages\u91cc\u9762\u7684python\u5305":19,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":21,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":57,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":27,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":43,"paddle\u7684dock":43,"paddle\u955c\u50cf":43,"paddlepaddle\u4e2d":[26,29],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":56,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":27,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":52,"paddlepaddle\u4f7f\u7528\u5747\u503c0":19,"paddlepaddle\u4f7f\u7528avx":19,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":5,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":3,"paddlepaddle\u5148\u4ece\u4e00\u4e2a\u6587\u4ef6\u5217\u8868\u91cc\u83b7\u5f97\u6570\u636e\u6587\u4ef6\u5730\u5740":20,"paddlepaddle\u5305\u62ec\u5f88\u591a\u635f\u5931\u51fd\u6570\u548c\u8bc4\u4f30\u8d77":41,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":21,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":52,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":27,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":32,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":27,"paddlepaddle\u591a\u673a\u91c7\u7528\u7ecf\u5178\u7684":41,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":3,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":52,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":20,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":20,"paddlepaddle\u5c06train":3,"paddlepaddle\u63d0\u4f9b\u4e86\u57fa\u4e8e":41,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":20,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":24,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":23,"paddlepaddle\u63d0\u4f9b\u7684\u955c\u50cf\u5e76\u4e0d\u5305\u542b\u4efb\u4f55\u547d\u4ee4\u8fd0\u884c":22,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":21,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":20,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":19,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":19,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6":41,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":20,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":19,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":19,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":33,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":33,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":23,"paddlepaddle\u7684bas":32,"paddlepaddle\u7684trainer\u8fdb\u7a0b\u91cc\u5185\u5d4c\u4e86python\u89e3\u91ca\u5668":41,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":27,"paddlepaddle\u76ee\u524d\u5df2\u7ecf\u5f00\u653e\u6e90\u7801":0,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":19,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":52,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":29,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":29,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":44,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9879\u76ee\u63d0\u4f9b\u5b98\u65b9":22,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":38,"pass\u5230":57,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":38,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":38,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":38,"passes\u8f6e":38,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":40,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":38,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":38,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":38,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":38,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":56,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":56,"period\u6574\u9664":38,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":38,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":42,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":42,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":49,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":52,"pserver\u8fdb\u7a0b\u7528\u4e8e\u534f\u8c03\u591a\u4e2atrainer\u8fdb\u7a0b\u4e4b\u95f4\u7684\u901a\u4fe1":41,"public":[32,43,56],"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":5,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":3,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":3,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":3,"pydataprovider2\u7684\u4f7f\u7528":[2,4,19,30,41,52,54],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":19,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":20,"python\u5305":22,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":3,"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":32,"python\u7684":22,"python\u811a\u672c\u91cc\u5b9a\u4e49\u4e86\u6a21\u578b\u914d\u7f6e":41,"query\u6539\u5199":57,"rate\u4e3a0":57,"rate\u4e3a5":57,"rate\u88ab\u8bbe\u7f6e\u4e3a0":49,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":44,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":53,"resnet\u6a21\u578b":51,"return":[3,10,11,14,15,16,17,20,27,30,32,44,50,52,54],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":27,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":27,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":29,"rnn\u6a21\u578b":52,"rnn\u76f8\u5173\u6a21\u578b":34,"rnn\u914d\u7f6e":28,"search\u7684\u65b9\u6cd5":38,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":27,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":29,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":38,"sh\u6765\u8bad\u7ec3\u6a21\u578b":49,"sh\u8c03\u7528\u4e86":50,"short":[10,11,15],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":19,"size\u4e3a1":57,"size\u4e3a50":57,"size\u4e3a512":38,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":19,"size\u5927\u5c0f\u4e3a128":56,"size\u662f3":57,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":19,"size\u7684\u503c":3,"softmax\u5c42":48,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":32,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":19,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":55,"static":10,"step\u51fd\u6570\u4e2d\u7684memori":29,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":29,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":26,"super":32,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"tag\u5206\u522b\u4e3a":22,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":57,"tflops\u4e86":35,"trainer\u8fdb\u7a0b\u4f1a\u8c03\u7528dataprovider\u51fd\u6570\u8fd4\u56de\u6570\u636e":41,"trainer\u8fdb\u7a0b\u53ef\u4ee5\u5229\u7528\u8fd9\u4e2a\u89e3\u91ca\u5668\u6267\u884cpython\u811a\u672c":41,"true":[7,9,10,11,12,14,15,16,17,18,19,27,30,32,40,44,50,54,55,56,57],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":30,"try":[12,18,19,54],"type\u662fon":54,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":23,"ubuntu\u90e8\u7f72paddlepaddl":23,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":38,"utf8\u7f16\u7801":48,"uts\u7b49linux":42,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":21,"var":22,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":56,"vocab\u505a\u4e3a\u5b57\u5178":56,"void":32,"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":42,"w0\u548c":50,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":50,"while":[7,9,14,15,18,44,57],"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":27,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":27,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":44,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":44,"zero\u4e09\u79cd\u64cd\u4f5c":38,AGE:43,AWS:[42,45,46],Abs:[6,15],And:[9,10,12,15,18],But:[10,11,15,19],EOS:[10,15],For:[5,8,9,10,12,14,15,17,18,24,35],NFS:42,Not:[17,22],One:[9,10,11,15,16],QoS:43,TLS:17,That:[10,14,15,18],The:[3,7,8,9,10,11,12,14,15,16,17,18,32,44,52,54,55,57],Their:[10,15],Then:[10,54],There:[9,10,15,16,17],Use:[17,18],Used:[11,15],Using:56,WITH:31,Will:[14,16],With:[10,11,15],___embedding_0__:44,___embedding_1__:44,__init__:32,__list_to_map__:54,__main__:[5,50],__meta__:54,__name__:[5,50],__regression_cost_0__:44,__rnn_step__:30,_link:[11,15],_proj:[10,15],_recurrent_group:30,_res2_1_branch1_bn:50,_source_language_embed:[30,48],_target_language_embed:[30,48],abc:[10,15],abl:[10,15,17],about:[10,11,15,55,57],abov:[3,10,15,17,35],abs:[11,15],accept:[14,17,18,55],access:[10,11,15,17],accord:[9,10,15],accrod:[11,15],accuraci:9,acl:56,aclimdb:56,aclimdb_v1:14,across:[10,15],act:[10,11,15,19,20,27,30,41],act_typ:52,activ:[4,10,11,41,52],activi:[11,15],actual:[10,15],adadelta:[12,19,52],adagrad:[12,52],adam:[12,17,52,56],adamax:12,adamoptim:[41,48,52,56,57],adapt:[9,12],add:[10,11,14,15,31,54],add_input:32,add_test:32,add_to:[10,15],add_unittest_without_exec:32,addbia:32,added:9,addit:[10,11,15],addrow:32,addto:[10,15],addtolay:[10,15],adversari:18,affect:[10,15],afi:3,after:[10,15],again:17,age:[44,54],agg_level:[10,15,26,27],aggreg:15,aggregatelevel:[10,15,26,27],aircraft:57,airplan:49,aistat:[10,15],alex:[10,15,56],alexnet_pass1:40,alexnet_pass2:40,algo_hrnn_demo:27,algorithm:[10,12,15,48,56,57],align:[10,11,14,15,57],all:[3,7,9,10,12,15,16,17,29,44,54,55,56],alloc:[7,15],allow:[17,52],allow_only_one_model_on_one_gpu:[37,38,40],almost:[11,15],alreadi:[19,24],also:[9,10,11,15,17,18,35,52],alwai:[10,11,15,16,18,44],amazon:43,ambigu:18,amd64:42,amend:31,analysi:[55,56],ani:[10,11,14,15,17,18],annot:55,annual:55,anoth:[10,15,17],anyth:[14,18,55],api:[17,35,41,44,47,56],api_pydataprovider2_sequential_model:8,api_trainer_config:54,apiserv:42,apivers:[42,43,44],apo:57,append:[3,16,18,27,30,44,54],append_gradient_machin:16,appleyard:35,appli:[10,11,15],applic:[35,43],approach:[10,15,52],apt:[22,24,49],arbitrari:10,architectur:57,arg:[3,8,9,10,11,12,14,15,19,20,44,49,50,52,54,55,56],arg_nam:[10,15],argpars:44,args_ext:44,argument:[3,8,10,14,15,44,52,54,55],argumentpars:44,argv:50,around:[3,10,15],arrai:[5,10,14,15,16,18,50],arxiv:[10,11,15,56],aspect:15,aspect_ratio:15,assert:5,assign:10,associ:55,assum:[10,15],astyp:18,async:[12,37],async_count:[37,38],async_lagged_grad_discard_ratio:38,async_lagged_ratio_default:[37,38],async_lagged_ratio_min:[37,38],atla:21,atlas_root:21,attenion:[11,15],attent:[10,11,15,57],attr:[7,11,15],attribut:[4,10,11],auc:[9,37],author:42,authorized_kei:36,auto:[32,35],automat:[10,15,17,57],automaticli:[10,15],automobil:49,averag:[9,10,12,15,55],average_test_period:[37,38,55],averagepool:[10,15],avg:[13,15,35,52],avgcost:[9,52,54,56,57],avgpool:[10,15,26,52],avoid:35,avx:22,await:43,awar:17,azur:42,b2t:48,b363:43,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:43,backward:[10,11,15,32],backward_first:30,backwardactiv:32,bag:52,baidu:[10,15,22,31,43],balasubramanyan:56,bank:55,bardward:[11,15],bare:[42,43],barrierstatset:35,base:[6,12,14,15,17],baseactiv:[10,11,15],baseev:16,basematrix:32,basenam:9,basepool:[13,15],basepoolingtyp:[10,11,15],baseregular:12,basestr:[7,8,9,10,11,15,16,54],bash:[33,43,44],basic:[10,16],batch:[9,10,11,12,14,15,16,17,20,36,43,44,49,50,52,54,56,57],batch_0:50,batch_id:16,batch_norm:[10,15],batch_norm_lay:11,batch_norm_typ:[10,15],batch_read:18,batch_siz:[12,14,16,19,20,36,41,48,49,52,54,56,57],batchsiz:[10,15,32],bcd:[10,15],beam:[10,30,57],beam_gen:[10,30],beam_search:[29,30],beam_siz:[10,30,37,38,40],beamsiz:57,becaus:[10,15,17,18,27],been:55,befor:[10,11,15,18,19,54],begin:[9,10],beginiter:[16,17],beginn:30,beginpass:[16,17],begintrain:17,being:18,belong:[10,15],below:[10,15,18],benefit:[11,15],bengio:[10,15],bertolami:56,besid:[10,15],best:[8,10,15,54],best_model_path:55,besteffort:43,beta1:12,beta2:12,beta:50,better:[10,11,15],between:[10,12,15,57],bgr:50,bi_gru:15,bi_lstm:[11,15],bia:[10,11,12,15,32,41,50],bias:[10,15],bias_attr:[10,11,15,19,20,27,30],bias_param:19,bias_param_attr:[11,15],biases_:32,biasparameter_:32,biassiz:32,bidi:43,bidirect:[11,15,55,56],bidirectional_gru:15,bidirectional_lstm:15,bidirectional_lstm_net:56,bilinear:[10,15],bilinear_interp:15,bilinear_interpol:[10,15],bilinearfwdbwd:35,bin:[24,36,42,43,44,54],binari:[9,10,14,15,52],bird:49,bitext:57,blank:[10,15],bleu:57,block:[10,15],block_expand:[10,15],block_i:[10,15],block_x:[10,15],bn_attr:15,bn_bias_attr:[11,15],bn_layer_attr:11,bn_param_attr:[11,15],bollen:56,bool:[7,9,10,11,12,14,15,32,38,40,52,54,56],boot:[10,29,30],boot_bia:10,boot_bias_active_typ:10,boot_lay:[10,27,30],boot_with_const_id:10,bos_id:[10,30],both:[7,10,11,15,17],bottom:52,bound:15,bow:52,box:15,branch:[10,15,17,31],brelu:[6,15],brendan:56,bryan:56,buf_siz:14,buffer:[14,18],buffered_read:18,build:[22,44,45,46,57],build_doc:33,built:35,bunk:56,cach:[19,52,54,55],cache_pass_in_mem:[3,19,52,54,55],cachetyp:[3,19,52,54,55],calc_batch_s:[3,55],calcul:[9,10,11,12,15],call:[10,11,15,17,35,44,52],callabl:[10,14],callback:32,calrnn:27,caltech:49,can:[7,8,9,10,11,14,15,17,18,35,52],can_over_batch_s:[3,55],candid:[10,15],caption:57,card:36,care:[11,15,18],cat:[22,44,49,50,56],categori:[10,15,52],categoryfil:43,ccb2_pc30:57,cde:[10,15],ceil:[10,15],ceil_mod:[10,15],cell:[10,11,15],ceph:42,certif:[17,42],cfg:43,chain:14,chanc:17,chang:[10,18,56],channel:[10,15,35],char_bas:54,check:[3,14,15,19,24,31,32,38],check_align:14,check_eq:32,check_fail_continu:3,check_l:32,check_sparse_distribution_batch:[37,38],check_sparse_distribution_in_pserv:[37,38],check_sparse_distribution_ratio:[37,38],check_sparse_distribution_unbalance_degre:[37,38],checkgrad:38,checkgrad_ep:38,checkout:31,chpasswd:22,chunk:9,chunk_schem:9,chunktyp:9,cifar:49,cifar_vgg_model:49,claimnam:44,clang:31,class1:56,class2:56,class_dim:56,classic:[10,15],classif:[10,15,52,56,57],classifi:[9,50],classification_cost:[15,19,27,41,49,52],classification_error_evalu:[52,56,57],classification_threshold:9,clean:19,client:42,clip:[7,12,15,38,52],clock:[10,15],close:[3,18],cluster:[17,36,42,44],cluster_train:36,cmake:[19,21,33,35],cmakelist:32,cmd:22,cna:[10,15],cnn:[43,52],code:[3,5,14,15,17,18,31,32,43,54],coded_stream:19,codedinputstream:19,coeff:[10,15],coeffici:[10,15],collect:[10,15,16],collectbia:32,color:[49,50],column:[9,10,15,18],com:[10,11,14,15,22,24,31,42,43,50],combin:[10,11,14,15,54],command:[32,40,43,44,45,46],commandlin:[35,44],comment:[11,14,15,16,27,44,52],commit:43,common_util:[36,54],compil:24,complet:[10,11,14,15,16,43,44],complex:[11,15,18],complic:[10,15],compos:[14,17],composenotalign:14,comput:[10,11,15,17,55,56],conat:15,conat_lay:10,concat:[10,15,57],concat_lay:30,concaten:[11,15],concept:17,concern:17,condit:[10,15,43],conf:[5,10,15,19,27,36,44,48,50,57],conf_paddle_gradient_num:44,conf_paddle_n:44,conf_paddle_port:44,conf_paddle_ports_num:44,conf_paddle_ports_num_spars:44,config:[7,10,11,15,20,32,36,37,38,40,41,42,43,44,49,52,54,55,56,57],config_:38,config_arg:[37,38,40,50,52,55,56],config_bas:[15,16],config_fil:55,config_gener:[36,54],config_lay:32,config_pars:[5,32],configprotostr:19,configur:[1,8,10,32,48,50,57],confront:57,conll05st:55,conll:55,connect:[11,15,43,52],connectionist:[10,15,56],connor:56,consequ:[10,11,15],consid:[9,10,12,15],consider:[11,15],consist:[10,15,18],construct:[17,54],construct_featur:54,contain:[3,8,9,10,11,14,15,16,17,43,44,52],context:[3,10,11,15,30,42],context_attr:[11,15],context_len:[10,11,15,52,54],context_proj_layer_nam:11,context_proj_nam:15,context_proj_param_attr:[11,15],context_project:[11,15,54],context_start:[10,11,15,52],contrast:[10,15],control:[7,15,43,57],conv:[11,15],conv_act:[11,15],conv_attr:15,conv_batchnorm_drop_r:[11,15],conv_bias_attr:[11,15],conv_filter_s:[11,15],conv_layer_attr:11,conv_num_filt:[11,15],conv_op:[10,15],conv_oper:15,conv_pad:[11,15],conv_param_attr:[11,15],conv_project:15,conv_shift:[10,15],conv_strid:[11,15],conv_with_batchnorm:[11,15],conveni:17,convert:[3,5,14,18,52,54],convex_comb:15,convlay:[10,15],convolut:[10,11,15,41],convoper:[10,15],convtranslay:[10,15],copi:[16,17,54],core:[7,15],corpora:57,corpu:55,correct:[9,10,15],correctli:[9,14],correspoind:17,correspond:17,corss_entropi:17,cos:[10,15],cos_sim:[15,54],cosin:[10,15],cost:[12,15,16,17,20,41,54,56,57],cost_id:10,could:[9,10,14,15,16,17,18],couldn:24,count:[18,35,38,40,43,54,55,56,57],cpickl:54,cpp:[19,27,31,32,35,44,52,54,57],cpu:[3,7,10,15,22,24,35,40,43,44,55],cpuinfo:22,crash:35,creat:[7,10,14,15,16,17,32,43,44],create_bias_paramet:32,create_input_paramet:32,createfromconfigproto:5,creator:14,cretor:14,crf:[10,15,55],crf_decod:[10,15],critic:56,crop:50,crop_siz:50,cross:[10,15,19,52],cross_entropi:[15,17],cross_entropy_cost:15,cross_entropy_with_selfnorm:15,cross_entropy_with_selfnorm_cost:15,crt:42,csc:32,cslm:57,csr:32,ctc:[10,15],ctc_layer:9,ctrl:[36,54],ctx:55,ctx_0:55,ctx_0_slot:55,ctx_n1:55,ctx_n1_slot:55,ctx_n2:55,ctx_n2_slot:55,ctx_p1:55,ctx_p1_slot:55,ctx_p2:55,ctx_p2_slot:55,cub:49,cuda:[24,35,36,38],cuda_dir:[37,38],cuda_so:[19,22],cuda_visible_devic:19,cudaconfigurecal:35,cudadevicegetattribut:35,cudaeventcr:35,cudaeventcreatewithflag:35,cudafre:35,cudagetdevic:35,cudagetdevicecount:35,cudagetdeviceproperti:35,cudagetlasterror:35,cudahostalloc:35,cudalaunch:35,cudamalloc:35,cudamemcpi:35,cudaprofilerstart:35,cudaprofilerstop:35,cudaprofilestop:35,cudaruntimegetvers:35,cudasetdevic:35,cudasetupargu:35,cudastreamcr:35,cudastreamcreatewithflag:35,cudastreamsynchron:35,cudeviceget:35,cudevicegetattribut:35,cudevicegetcount:35,cudevicegetnam:35,cudevicetotalmem:35,cudnn:[10,15],cudnn_batch_norm:[10,15],cudnn_conv:[10,15],cudnn_conv_workspace_limit_in_mb:[37,38],cudnn_dir:[37,38],cudnnavg:15,cudnnmax:15,cudnnv5:21,cudrivergetvers:35,cuinit:35,cumul:[10,15],curl:42,current:[3,10,12,15,42,52],current_word:30,currentcost:[9,52,54,56,57],currentev:[9,52,54,56,57],curv:17,custom:17,custom_batch_read:18,cyclic:[10,15],dalla:3,dan:55,darwin:42,dat:[14,36,54],data:[1,3,8,11,12,15,16,17,19,24,27,36,37,38,41,43,44,45,48,49,50,52,54,55,56,57],data_config:5,data_dir:[48,49,56,57],data_feed:14,data_fil:20,data_initialz:52,data_lay:[3,9,19,20,27,30,41,49,52,54,55],data_nam:14,data_provid:8,data_read:[14,18],data_reader_creator_random_imag:18,data_server_port:[37,38],data_sourc:8,data_typ:[14,15],datadim:[10,15],datalay:[10,15],dataprovid:[2,8,19,20,30,36,41,44,52,54,55],dataprovider_:52,dataprovider_bow:52,dataprovider_emb:52,dataproviderconvert:5,datasci:[10,15],dataset:[18,50,52,53,56,57],datasourc:[4,54],date:55,db_lstm:55,dcudnn_root:21,deb:24,debug:15,decai:12,decid:[17,18],declar:[10,11,15],decod:[10,11,15,29,30,57],decoder_boot:30,decoder_group_nam:30,decoder_input:30,decoder_mem:30,decoder_prev:[11,15],decoder_s:30,decoder_st:[11,15,30],deconv:[10,15],deconvolut:[10,15],decor:[3,14],deep:[10,15,35,49,50],deer:49,def:[3,5,10,14,15,17,18,19,20,27,30,32,44,50,52,54,55],defalut:[10,15],default_decor:44,default_devic:40,default_valu:40,defin:[3,8,9,10,11,14,15,17,18,19,52,54],define_py_data_sources2:[3,8,19,20,41,49,50,52,54],defini:57,definit:[14,48],degre:[10,15],del:54,delar:52,delimit:[9,54],demo:[5,10,22,30,36,43,45,48,49,50,52,54,56,57],dens:[10,14,15,54],dense_vector:[3,5,14,15,20,54],dense_vector_sequ:14,deriv:[15,17],descent:[10,12,15],describ:[17,43,52],descript:44,deseri:16,design:[10,14,15],desir:43,detail:[7,10,11,12,15],detect:9,determin:[10,14,15],dev:[19,22,49,54,57],devel:22,develop:[31,57],deviat:[7,15],devic:[7,15,19,22,40],deviceid:40,devid:[10,15],dez:56,dfs:11,dict:[3,8,16,19,27,44,52,54,56,57],dict_dim:[19,27,56],dict_fil:[9,27,30,52,55],dict_nam:8,dictionai:52,dictionari:[3,8,9,10,14,16,17,19,52,57],dictrionari:52,dictsiz:57,differ:[8,9,10,15],digit:[10,15],dim:[14,32,48,56],dimens:[10,14,15,19,52],dimes:[10,15],din:54,dir:[36,44,50,54,55,56,57],direct:[10,11,15],directli:[11,15],directori:[35,43],disabl:19,discard:[14,38],discount:[10,15],discuss:17,disput:57,dist_train:17,distanc:9,distribut:[10,15,38,45,46],distribute_test:[37,38],disucss:17,divid:12,diy_beam_search_prob_so:[37,38],dmkl_root:21,do_forward_backward:18,doc:[5,11,14,15,33,44],doc_cn:33,docker:[19,22,43,44,45,46],docker_build:17,docker_push:17,dockerfil:44,document:[11,15],documentari:3,doe:[11,15,18],doesn:[7,10,14,15,17,18],dog:[49,50],don:[11,15,17,18],done:[10,11,15,35,44],dot:57,dot_period:[38,40,44,49,54,56,57],dotmul_oper:15,dotmul_project:15,dotmuloper:[10,15],dotmulproject:[10,15],doubl:38,down:35,download:[14,43],download_cifar:49,doxygen:31,dpkg:24,dpython_execut:19,dpython_include_dir:19,dpython_librari:19,drop_rat:[7,15,41],dropout:[7,10,15],dropout_lay:[10,15],dropout_r:[11,15],drwxr:43,dso_handl:24,dtoh:35,dtype:[5,20,50],dubai:57,due:54,dure:[3,10,15,52,57],dwith_gpu:21,dwith_profil:35,dwith_tim:35,dynam:[3,18],dynamic_cast:32,each:[3,9,10,14,15,16,18,52,54],each_feature_vector:15,each_meta:54,each_pixel_str:3,each_sequ:[10,15,26,27],each_time_step_output:15,each_timestep:[10,15,26],each_word:3,eaqual:[10,15],eas:[14,18],easi:18,easier:[17,18],easili:[17,18],ec2:42,echo:[19,22,54,56],edit:9,editor:31,edu:[14,43,49],efg:[10,15],either:[10,14,15,16,17,52],electron:43,elem_dim:[10,15],element:[9,10,11,14,15,16,18],elif:[17,54],els:[10,17,22,27,32,50,52,54],emac:31,emb1:27,emb2:27,emb:[19,27,43,52],emb_group:27,emb_sum:19,embed:[10,15,17,48,54,56],embedding_lay:[19,27,30,52,54],embedding_nam:30,embedding_s:30,empir:[10,15],emplace_back:32,empti:[9,14,20],enabl:[7,15,35],enable_grad_shar:[37,38],enable_parallel_vector:38,enc_proj:[11,15,30],enc_seq:[11,15],enc_vec:30,encod:[11,15,27,57],encoded_proj:[11,15,30],encoded_sequ:[11,15,30],encoded_vector:30,encoder1:27,encoder1_expand:27,encoder1_rep:27,encoder2:27,encoder2_rep:27,encoder_last:10,encoder_proj:30,encoder_s:30,end:[9,10,15,18,30,55,56],end_pass:17,enditer:[16,17],endpass:[16,17],endtrain:17,english:[10,15,57],ensembl:[11,15],entir:[10,11,15],entri:14,entropi:[10,15,52],enumer:[10,15,19,52,54],env:[19,31,44],environ:[17,19,35,43],eol:31,eos:[10,15],eos_id:[10,15,30],epsilon:12,equal:[10,11,12,15,27],equat:[10,11,12,15],equival:[10,15,17],error:[7,9,10,12,15,17,19,38,52,54,56,57],error_clipping_threshold:[7,15,27],errorr:9,especi:[11,15],essenc:17,essenti:[10,17],estim:[10,15,17],eta:43,etc:[12,14,18,22,57],eth0:[36,41,44],eval:[9,52,54,56,57],eval_bleu:57,evalu:[4,10,15,16,35,36,41,54,56,57],evaluate_pass:56,evaluator_bas:9,even:[17,18],event:43,event_handl:[16,17],everi:[9,10,11,14,15,17],exactli:[9,10,11,15],exampl:[8,9,10,11,12,14,15,16,18,50,52],exc_path:19,exceed:10,except:54,excluded_chunk_typ:9,exconv:[10,15],exconvt:[10,15],exdb:14,exe:42,exist:[17,18,56],exit:43,exp:[6,15],expand:[10,15,26],expand_a:[10,15,26,27],expand_lay:27,expand_level:[10,15,26],expandconvlay:[10,15],expandlevel:[10,15,26],expect:[10,15],explain:9,explan:[10,15],explicit:32,explicitli:17,explor:10,exponenti:15,expos:22,express:17,extend:54,extens:12,extern:[37,38],extra:[10,11,15],extraattr:[7,15,40,41],extraattribut:15,extraattributenon:15,extract:[10,15,48,50,55],extract_fea_c:50,extract_fea_pi:50,extralayerattribut:[7,10,11,15,27],extralayeroutput:11,extrapaddl:15,extrem:10,f1205:19,f120da72:43,fa0wx:43,fabric:36,facotr:[10,15],factor:[7,10,12,15],fail:[19,24,38,43],fake_imag:18,fals:[7,9,10,11,12,14,15,18,19,20,27,30,32,40,43,48,52,54,55,56,57],false_label:18,false_read:18,faq:47,fast:[10,15,35],faster:[10,11,15],fbd1f2bb71f4:43,fc1:[32,40],fc2:40,fc3:40,fc4:40,fc_act:[11,15],fc_attr:[11,15],fc_bias_attr:[11,15],fc_layer:[19,20,27,40,41,52,54],fc_layer_nam:11,fc_mat:16,fc_name:15,fc_param:19,fc_param_attr:[11,15],fclayer:32,fdata:[27,55],fea:50,fea_output:50,feat:56,featur:[3,10,14,15,31,50,52,54,55],feature_a:19,feature_b:19,feature_map:54,feed:[11,14,15,16,17],feeder:14,fernan:56,festiv:3,fetch:14,few:18,fewer:10,fg0:[10,15],field:[10,15,16,54],figur:[17,48,57],file1:57,file2:57,file:[3,9,10,14,15,16,17,18,50,52,53,54,56,57],file_list:3,file_nam:[20,27,50,52,55],filenam:[3,19,54],filer:[10,15],fill:[10,15,52],filter:[10,15],filter_s:[10,11,15,41],filter_size_i:[10,15],find:[10,12,15,24],fine:[7,15],finish:43,first:[10,14,15,17,52,54],first_seq:[15,30],firstn:14,firstseen:43,fit:14,fix:[7,15],flexiabl:18,flexibl:[10,11,15,17],flight:57,float32:[5,14,18,20,50],floor:[10,15],fly:52,folder:57,follow:[9,10,11,12,14,15,17,18,45,46,54],forbid:17,forget:[12,17],form:[11,12,15],format:[9,31,32],former:17,formula:[10,11,15],formular:[10,15],forward:[11,15,32],forwardactiv:32,forwardtest:5,found:[10,15],frame:9,framework:[17,52],french:57,frequenc:14,frequent:18,frog:49,from:[3,5,10,11,14,15,16,18,19,20,22,29,35,41,43,48,49,52,54,55,56,57],from_sequ:26,from_timestep:[10,15,26],fromfil:[18,20,50],fulfil:35,full:[10,15],full_matrix_project:[11,15,27,30,41],fulli:[15,52],fullmatrixproject:[10,15],fully_matrix_project:[11,15],fullyconnectedlay:32,func:[3,14],further:10,fusion:54,gain:[10,15],gamma:50,gan:17,gate:[10,11,15],gate_act:[10,11,15,27],gate_recurr:[10,15],gather:[10,54],gauss:[7,15],gce:42,gcepersistentdisk:42,gdebi:24,gen:[10,57],gen_conf:57,gen_data:57,gen_result:57,gen_trans_fil:30,gender:[44,54],gener:[3,9,10,11,14,15,16,17,18,35,40,44,48,52,57],generatedinput:[29,30],genr:[44,54],gereat:9,get:[3,10,11,15,16,22,24,32,43,49,52,54,55,56],get_batch_s:55,get_best_pass:56,get_config_arg:[40,52,54,56],get_data:[43,52,55],get_imdb:56,get_input_lay:32,get_model:50,get_output:15,get_output_attr:15,get_output_layer_attr:11,get_sample_from_lin:19,get_shap:16,get_word_dict:14,getbatchs:32,getenv:[17,44],gethostbynam:44,gethostnam:44,getidmap:44,getinput:32,getinputgrad:32,getinputvalu:32,getoutputgrad:32,getoutputvalu:32,getparameterptr:32,getpodlist:44,getsiz:32,gettranspos:32,getw:32,getweight:32,getwgrad:32,gildea:55,gist:[11,15],git:31,github:[10,11,15,24,50],give:3,given:[14,16,18,52],global:[7,12,15,17,35,54],global_learning_r:[7,15],globalstat:35,globalstatinfo:35,globe:3,glusterf:42,goe:[10,11,15],good:[10,15,18],goodfellow13:[10,15],googl:[17,19],googleapi:42,gpu:[7,10,12,15,19,22,24,35,40,50,55,56,57],gpu_id:[19,38,40],gpugpu_id:37,grad:38,grad_share_block_num:[37,38],gradient:[7,9,10,12,15,16,38,44,52],gradient_clipping_threshold:[7,12,15,52,56],gradient_machin:16,gradient_serv:41,gradientmachin:[5,16,44,54,57],gradientserv:41,gram:48,graph:10,grave:56,greater:[10,15],grep:[22,56],groudtruth:30,ground:[9,10,15,57],group:[11,15],group_id:54,group_input:[27,30],grouplen:53,gru:[10,15,52],gru_attr:15,gru_bias_attr:[11,15],gru_decod:30,gru_decoder_with_attent:30,gru_encoder_decod:[48,57],gru_group:15,gru_layer_attr:11,gru_memori:[11,15],gru_siz:52,gru_step:[15,30],gru_step_lay:[11,30],gru_unit:15,grumemori:[11,15,30],gserver:[10,32],gsizex:35,guid:43,gur_group:[11,15],gzip:43,hadoop:17,handl:[17,18],handler:16,handwrit:56,harvest:52,has:[10,11,12,15,17,35,52,55],has_kei:16,hassubseq:27,have:[9,10,11,14,15,17,18],head:56,header:[20,50,54],height:[10,14,15,18,32],hello:17,help:5,helper:[8,10,11,15],here:[7,10,11,14,15,17,18],heurist:[10,57],hidden1:41,hidden2:41,hidden:[10,11,15,19,54],hidden_a:19,hidden_b:19,hidden_dim:27,hidden_s:[11,15,54],hierach:29,hierarch:[10,15,27],high:[7,15],highest:14,him:17,hint:5,hl_dso_load:24,hl_get_sync_flag:32,hold:17,home:[36,43,44],hook2:27,hook:[27,54,55],horizont:[10,15],hors:49,horst:56,host:[22,36,43],hostnetwork:44,hostpath:[42,43,44],hot:52,hous:[3,14],how:[7,10,15,17],howardjohnson:27,howev:[11,15,18],howto:44,hppl:15,hsigmoid:15,html:[14,33,49],htod:35,http:[10,11,14,15,24,31,42,43,49,50,53,57],huber:[10,15],huber_cost:15,huge:[10,15],huina:56,hyper:[10,15],hyperplan:14,i0601:54,i0706:57,i0719:57,i1116:44,i1117:35,ib0:36,icwsm:56,id_input:[9,30],idea:[10,15,18],ident:15,identity_project:15,identityoffsetproject:[10,15],identityproject:[10,15],idmap:44,ids:[9,10,15,16,19,52,54],idx:32,ieee:56,ignor:[3,9],ijcnlp:56,ilsvrc:50,imag:[14,15,17,18,22,43,44,45,46,49,50,57],image_a:18,image_b:18,image_classif:49,image_fil:18,image_lay:18,image_list_provid:50,image_nam:17,image_path:18,image_provid:49,image_reader_cr:18,image_s:50,imagepullpolici:44,imageri:[10,15],images_reader_cr:18,imdber:56,img:[3,10,15,41,49],img_cmrnorm:15,img_conv:15,img_conv_bn_pool:15,img_conv_group:15,img_conv_lay:11,img_norm_typ:10,img_pool:15,img_pool_lay:11,img_siz:49,imgsiz:35,imgsizei:35,imgsizex:35,immutable_paramet:17,implement:[10,11,12,14,15],importerror:54,inarg:5,inc_path:19,includ:[10,11,15,17,35],incorrect:[10,15],increas:19,incupd:32,inde:[14,18],independ:[10,15],index:[9,10,14,15,16,27,33,54],indexslot:10,indic:[9,10,15],infer:17,infiniband:36,info:[9,10,15,27,32,36,44],inform:9,inherit:15,ininst:17,init:[7,15,32,44,54,55],init_hook:[27,52,54,55],init_hook_wrapp:8,init_model_path:[37,38,40,48,52,55],initi:[3,7,10,15,38,52],initial_max:[7,15,19],initial_mean:[7,10,15,19],initial_min:[7,15,19],initial_std:[7,10,15,19],initpaddl:5,inlcud:[11,15],inner:[19,27],inner_:27,inner_mem:27,inner_param_attr:[11,15],inner_rnn_output:27,inner_rnn_st:27,inner_rnn_state_:27,inner_step:27,inner_step_impl:27,input1:[10,11,15],input2:[10,15],input:[3,9,10,11,14,15,16,18,19,20,26,27,29,30,32,40,41,44,48,49,52,54,55,57],input_data:32,input_data_target:32,input_featur:15,input_fil:[20,55],input_hassub_sequence_data:32,input_id:[10,15],input_imag:[11,15,49],input_index:32,input_label:32,input_lay:[10,32],input_nam:17,input_sequence_data:32,input_sequence_label:32,input_sparse_float_value_data:32,input_sparse_non_value_data:32,input_t:32,input_typ:[19,20,27,30,52,54],inputdef:32,inputlayers_:32,inputtyp:14,insid:[9,10,15,18],instal:[19,22,24,31,36,43,49,54],instanc:[10,12,15],instead:[10,15,18],int32:[38,41],integ:[3,9,10,14,15,52],integer_sequ:19,integer_valu:[3,14,19,27,52],integer_value_sequ:[3,14,27,30,52,55],integer_value_sub_sequ:27,integr:55,inter:[10,15],intercept:[10,15],interfac:[7,10,11,15,36],intergr:[10,15],intern:[10,11,14,15,16],interpol:[10,15],interpret:9,invalid:18,invok:[3,10,15,16,35,54],iob:9,ioe:9,ip_str:44,ipc:42,ips:44,ipt:[10,15,19,27,30],ipython:17,is_async:12,is_gener:[10,48,57],is_kei:54,is_layer_typ:10,is_predict:[52,54,56],is_seq:[10,30,54],is_sequ:54,is_stat:[7,15],is_test:[50,55,56],is_train:3,isinst:5,ispodallrun:44,isspars:32,item:[10,14,15,18,44],iter:[3,10,11,12,14,15,16,17,18],its:[3,9,10,11,15,17,24,35],itself:[11,15],jeremi:35,jie:[55,56],jmlr:[10,15],job:[9,36,37,38,40,42,44,50,52,55,56,57],job_dispatch_packag:36,job_mod:48,job_nam:44,job_namespac:44,job_path:44,job_path_output:44,job_workspac:36,jobnam:44,jobpath:44,jobselector:44,johan:56,join:27,joint:57,jointli:[11,15,57],journal:[55,56],jpg:50,json:[36,43,54],jth:[11,15],just:[9,10,11,15],jypyt:17,k8s:44,k8s_data:44,k8s_job:17,k8s_token:17,k8s_train:44,k8s_user:17,kaim:[10,15],kaimingh:50,kebilinearinterpbw:35,kebilinearinterpfw:35,keep:[10,15],kei:[3,16,35,42,44,54],kernel:[10,15,22],key1:38,key2:38,keyword:44,kind:[17,42,43,44],kingsburi:55,know:[11,15,17],kriz:[14,49],ksimonyan:[11,15],kube:42,kube_cluster_tl:17,kube_ctrl_start_job:17,kube_list_containers_in_job_and_return_current_containers_rank:17,kubeadm:42,kubectl:[42,43,44],kubernet:[17,34,36,44,45,46],kubernetes_service_host:17,kwarg:[3,9,10,11,12,14,15,27,52,54,55],l1_rate:[7,15],l2_rate:[7,15],l2regular:[41,49,52,56],label:[3,9,10,12,14,15,16,18,19,20,27,41,43,49,50,52,54,55,56],label_dict:55,label_dim:[10,15,27,52],label_fil:[18,55],label_lay:[10,18],label_list:55,label_path:18,label_slot:55,labeledbow:56,labelselector:44,lag:38,lake:3,lambda_cost:15,lambdacost:[10,15],lambdarank:[10,15],languag:[10,15,48],larg:[15,57],larger:[7,9,10,12,15],last:[9,10,11,15,26,27],last_seq:[15,27],last_time_step_output:10,lastseen:43,later:52,latest:[10,15,19,22,43,44],launcher:17,layer1:[10,11,15,26],layer2:[10,15,26],layer3:[10,15],layer:[4,5,7,9,11,14,16,18,26,29,30,32,41,50,52,54,55],layer_0:32,layer_attr:[10,15,30,40,41],layer_num:[40,50],layer_s:[10,15],layer_typ:[10,15],layerbas:32,layerconfig:32,layergradutil:32,layermap:32,layeroutput:[9,11,41,54],layers_test:19,lbl:[9,49],ld_library_path:[24,36],learn:[7,9,10,11,12,15,17,18,35,37,49,50,55,56,57],learnabl:[10,15],learning_method:[12,20,41,48,49,52,54,56,57],learning_r:[7,12,15,19,20,41,48,49,52,54,56,57],least:[9,10,15],lecun:14,left:[10,15],leman:57,len:[3,10,15,27,30,32,44,52,54,55],length:[10,11,14,15,43],less:[10,15,17],less_than:17,let02:43,let:[10,15,17],level:[7,10,15,29],lib64:[19,22,24,36,38],lib:[21,24],lib_path:19,libcuda:[19,22],libjpeg:49,libnvidia:[19,22],libprotobuf:19,librari:[10,15,24,36,38],like:[9,10,15,18,50],limit:[10,14,19,35],line:[3,9,14,19,27,40,52,54,55],line_count:19,linear:[6,10,15],linear_comb:[10,15],linearactiv:[10,20],linguist:55,link:[10,11,15,29,56],linux:42,lipeng:48,lipton:56,list:[2,3,8,9,10,11,14,15,16,17,20,36,40,41,49,50,52,54,55,56,57],lium:57,liwicki:56,load:[10,15,17,20,44,50,54,55,56,57],load_data_arg:5,load_featur:50,load_feature_c:50,load_feature_pi:50,load_missing_parameter_strategi:[37,38,40,48,55],loadparamet:5,loadsave_parameters_in_pserv:[37,38],local:[7,15,21,24,36,37,38,44],localhost:42,localip:44,log:[6,15,19,32,36,38,43,44,49,54,55,56,57],log_barrier_abstract:[37,38],log_barrier_lowest_nod:[37,38],log_barrier_show_log:[37,38],log_clip:[37,38],log_error_clip:[37,38],log_period:[38,40,43,44,49,52,54,55,56,57],log_period_serv:[37,38],logarithm:15,logger:[3,27],logist:52,look:[3,9,52],loop:18,loss:[10,15,52],low:[10,15],lst:54,lstm:[10,15,27,30,43,52],lstm_attr:15,lstm_bias_attr:[11,15],lstm_cell_attr:[11,15],lstm_group:[11,15,27],lstm_group_input:27,lstm_input:27,lstm_last:27,lstm_layer_attr:[11,27],lstm_nest_group:27,lstm_output:27,lstm_size:52,lstm_step:[11,15],lstmemori:[11,15,27,30],lstmemory_group:[10,15,27],lstmemory_unit:15,ltr:[10,15],mac:22,machan:[11,15],machin:[10,11,12,15,16,29,56,57],mai:[8,9,10,15,18],main:5,maintain:[10,22],major:57,make:[3,10,15,17,18,24,32,35,56],mandarin:[10,15],mani:[10,11,15],manufactur:57,mao:56,map:[10,15,16,17,54],map_read:14,mapreduc:17,marcu:56,mark:[15,55],mark_slot:55,market:56,martha:55,mask:[7,10,15],master:[17,42,56],mat_param_attr:[11,15],math:[11,15,32,35],matirx:[10,15],matplotlib:49,matrix:[9,10,11,14,15,16,32],matrixptr:32,max:[7,10,13,14,15,35,40,54],max_id:15,max_length:[10,30],max_siz:15,max_sort_s:[10,15],maxid:[9,10,15],maxid_lay:9,maxim:[10,15],maximum:9,maxinum:15,maxout:[10,15],maxpool:[10,15,26],mayb:[10,11,15],mean:[7,9,10,11,12,14,15,16,18,19,38,50,52,54],mean_img_s:49,mean_meta:50,mean_meta_224:50,mean_valu:50,mechan:[10,11,15],meet:55,mem:27,member:17,memcpi:35,memori:[11,15,30,35,43,52],memory_threshold_on_load_data:[37,38],mere:[11,15],mergedict:[48,57],messag:43,meta:[36,49,50,54],meta_config:[36,54],meta_fil:54,meta_gener:[36,54],meta_path:49,meta_to_head:54,metadata:[43,44],metal:42,metaplotlib:17,method:[3,8,10,11,12,15,16,54,57],metric:37,mfs:44,might:[10,15],min:[7,15,35,40,54],min_pool_s:[3,19,41],min_siz:15,mini:[10,14,15],mini_batch:18,minibatch:[10,15],minibatch_data:14,minikub:42,minim:12,minimum:[10,15],miss:55,mix:[11,15,41],mixed_attr:15,mixed_bias_attr:[11,15],mixed_lay:[11,27,30,41,55],mixed_layer_attr:11,mixedlayertyp:10,mkdir:22,mkl:21,mkl_root:21,ml_data:[36,54],mnist:[3,5,18],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:18,mnist_train:[3,18],mnist_train_batch_read:18,mnt:44,mod:55,mode:[10,15,44,56],model:[10,11,12,15,40,41,48,49,52,54,55,56,57],model_averag:12,model_config:5,model_list:[38,40,55,56],model_output:56,model_path:40,model_zoo:[48,50],modelaverag:12,modelconfig:15,modul:[3,8,11,14,15,19,20,41,49,50,52,54],modulo:[10,15],momentum:[7,12,15,19,52],momentumoptim:[20,49],mon:43,mono:[10,15],month:57,mood:56,moosef:42,more:[9,10,11,14,15,17,18,19,35],morin:[10,15],mose:[56,57],moses_bleu:57,mosesdecod:56,most:[10,14,17,18],mountpath:[43,44],move:[10,15],movi:[3,54],movie_featur:54,movie_head:54,movie_id:[44,54],movie_meta:54,movie_nam:54,movie_review:14,movielen:53,moving_average_fract:[10,15],mpi:36,mse:10,much:[10,15,18],mul:32,multi:[10,15,50,57],multi_binary_label_cross_entropi:15,multi_binary_label_cross_entropy_cost:15,multi_crop:50,multinomi:[10,15],multipl:[9,10,11,14,15,17],multipli:[9,10,15],must:[9,10,11,15,18,24,32],my_cool_stuff_branch:31,mypaddl:[43,44],name:[3,7,8,9,10,11,14,15,16,17,19,20,22,27,30,32,35,40,41,42,43,44,45,46,49,52,54,57],namespac:[32,42,43,44],nano:31,nativ:[10,15],nce:15,nchw:[10,15],ndarrai:16,ndarri:16,ndcg:[10,15],ndcg_num:[10,15],necessari:[10,15,52],need:[10,11,14,15,17,19,35,44,52],neg:[3,9,10,15,52,55,56],neg_distribut:[10,15],nest:14,net:[10,11,15,22,56],net_conf:56,net_diagram:50,network:[4,5,7,9,10,12,14,16,17,18,27,36,40,44,48,49,50,54,55,56,57],network_config:40,neural:[10,11,12,14,15,16,17,27,29,48,54,55,56,57],neuralnetwork:[10,15],never:[14,15,18,43,44],next:[3,10],nfs:44,nfsdir:44,nic:[36,37,38,41,44],nlp:10,nltk:14,nmt:57,nnz:32,no_cach:3,no_sequ:[3,54],noah:56,noavx:22,node0:44,node:[10,15,42,43,44],node_0:44,node_1:44,node_2:44,nodefil:36,nois:[10,15],non:[10,15],none:[3,5,7,8,9,10,11,12,14,15,16,17,20,30,50,52],norm:15,norm_by_tim:[10,15],normal:[10,11,15,22,43,44,50],notat:[10,15],note:[7,10,11,12,15,16,17,18,24,56],noth:[15,16],novel:56,now:[10,15,29],np_arrai:14,ntst1213:57,ntst14:57,nullptr:[24,32],num:[10,15,36,38,44,55,56,57],num_channel:[10,11,15,41,49],num_chunk_typ:9,num_class:[10,11,15,49],num_filt:[10,11,15,41],num_gradient_serv:[37,38,41],num_group:[10,15],num_neg_sampl:[10,15],num_parameter_serv:17,num_pass:[16,20,37,38,40,43,44,52,54,55,56,57],num_repeat:[10,15],num_result:9,num_results_per_sampl:10,number:[9,10,14,15,18,57],numchunktyp:9,numdevices_:40,numlogicaldevices_:40,numofallsampl:9,numofwrongpredict:9,numpi:[14,16,18,20,50],numsampl:35,numtagtyp:9,nvidia:[19,22],obj:[3,8,19,20,41,49,50,52,54],object:[3,7,8,9,10,11,12,14,15,16,17,35,52,54],observ:12,occup:[44,54],occur:[14,16],oct:43,odd:[10,15],off:[21,24],offset:[10,15,54],often:[9,15],ograd:32,omit:[19,52],on_init:3,onc:10,one:[3,8,9,10,11,12,14,15,17,18,52,55,56],one_host_dens:54,one_hot_dens:54,onli:[9,10,11,14,15,17,27,29],onlin:[12,18],open:[3,10,15,17,18,19,20,27,33,50,52,54,55],openbla:21,openblas_root:21,openssh:22,oper:[10,11,12,15,41],opinion:56,opt:[17,21,44],optim:[4,7,16,19,41],option:[9,10,15,17],order:[10,11,14,15,18,44],org:[10,11,15,53],organ:[10,15],origin:[10,14,15,31],other:[9,10,11,12,14,15,52,54],otherchunktyp:9,otherwis:[8,10,14,15,17,18],our:17,out:[10,15,16,17,27,29,30,41,49],out_dir:44,out_left:[10,15],out_mem:30,out_prod:15,out_right:[10,15],out_size_i:[10,15],out_size_x:[10,15],outer:[15,27],outer_mem:27,outer_rnn_st:27,outer_rnn_state_:27,outer_step:27,output:[7,9,10,14,15,16,17,18,19,20,27,30,36,40,41,43,44,48,49,50,52,54,55,56],output_:[10,15],output_dir:50,output_fil:55,output_id:[10,15],output_lay:[16,50],output_max_index:15,output_mem:[10,15,30],outputh:[10,15],outputw:[10,15],outsid:[3,10,11,15],outv:32,over:[10,11,15,17],packag:[14,15,19],pad:[10,15],pad_c:[10,15],pad_h:[10,15],pad_w:[10,15],padding_attr:[10,15],padding_i:[10,15],padding_x:[10,15],paddl:[3,5,6,7,8,9,10,11,12,13,14,15,16,17,19,20,22,24,31,32,33,35,36,40,41,43,44,48,49,52,54,55,56,57],paddle_n:[36,44],paddle_output:43,paddle_port:[36,44],paddle_ports_num:[36,44],paddle_ports_num_for_spars:36,paddle_ports_num_spars:44,paddle_process_by_paddl:44,paddle_pserver2:36,paddle_root:48,paddle_server_num:44,paddle_source_root:48,paddle_ssh:22,paddle_ssh_machin:22,paddle_train:[36,44],paddledev:[19,22,43,44],paddlepaddl:[10,11,12,14,15,18,19,22,24,30,31,35,36,41,45,46,48,55],pair:9,palmer:55,paper:[10,15,57],para:48,paraconvert:48,parallel:[35,40,43,44,57],parallel_nn:[7,15,37,38],param:[7,10,15,54],param_attr:[10,11,15,19,20,30],paramattr:[7,10,15,19,20,30],paramet:[4,9,10,11,12,14,15,18,38,41,44,54,55,56,57],parameter_attribut:[10,15],parameter_block_s:[37,38],parameter_block_size_for_spars:[37,38],parameter_learning_r:[7,15],parameter_nam:[16,17],parameter_serv:17,parameterattribut:[7,10,11,15],parameterclient2:44,parametermap:32,parameters_:32,parameterset:17,parametris:12,paramutil:54,paraphras:[48,57],paraphrase_data:48,paraphrase_model:48,paraphrase_modeldata:48,paraspars:32,parent:10,pars:[14,15,54],parse_config:5,parse_known_arg:44,parse_network:15,parsefromstr:19,parser:44,part:[15,54,56],partial:[10,15],paserv:44,pass:[3,8,10,15,16,18,19,20,35,38,40,43,44,49,52,54,55,56,57],pass_id:16,pass_idx:18,passtyp:32,past:17,path:[9,14,18,24,36,38,42,43,44,55,56],pattern:[54,56],paul:55,pave:57,pdf:[10,11,15],pem:17,penn:55,per:[10,18],perform:[10,11,15,35,37],period:[38,55,56,57],perl:[56,57],permitrootlogin:22,peroid:[10,15],persistentvolum:42,persistentvolumeclaim:[42,44],person:17,pickl:54,picklabl:8,pid:42,piec:[10,11,15],pillow:49,pip:[19,31,36,49,54],pixel:[3,10,14,15,41],pixels_float:3,pixels_str:3,place:3,plain:[9,10,15,16],pleas:[7,10,11,12,15,17,18,19,24,44],plot:[17,49],plotcurv:49,png:49,pnpairvalid:37,pod:[42,43,44],podip:44,podlist:44,point:35,poll:56,pool3:32,pool:[4,11,16,41,54],pool_attr:[11,15],pool_bias_attr:[11,15],pool_layer_attr:11,pool_pad:[11,15],pool_siz:[3,10,11,15,41],pool_size_i:[10,15],pool_strid:[11,15],pool_typ:[10,11,15],pooling_lay:[11,19,52,54],pooling_typ:[10,15,19,26,52],poolingtyp:15,port:[36,37,38,41,43,44],port_num:37,ports_num:[38,41,44],ports_num_for_spars:[37,38,40,41,44],pos:[54,56],posit:[3,9,10,14,15,52],positive_label:9,posix:42,possibl:17,potenti:35,power:[10,15],practic:[8,10,15],pre:[10,11,15,17,48,56,57],pre_dictandmodel:48,precis:9,pred:[52,55],predetermin:10,predic:55,predicate_dict:55,predicate_dict_fil:55,predicate_slot:55,predict:[3,5,9,12,15,16,19,36,41,48,49,50,52,54,55,56],predict_fil:[37,38],predict_output_dir:[37,38,52],predict_sampl:5,predin:49,prefer:42,prefetch:32,pregrad:32,premodel:48,prepar:45,preprocess:[14,36,48,49,52,54,56,57],present:17,prev_batch_st:[37,38],prevent:[12,17],previou:[10,11,15],primari:15,principl:17,print:[5,7,15,16,17,20],printallstatu:35,printer:9,printstatu:35,priorbox:15,prite:9,prob:9,probabilist:[10,15,48],probabl:[9,10,15,16],problem:[10,12,15,17],proc:22,proce:[14,18],proceed:[10,15,55],process2:27,process:[3,7,8,10,11,12,15,17,19,20,27,30,41,44,52,54,55],process_predict:52,process_test:8,process_train:8,processdata:[49,50],processor:35,produc:[11,14,15,18],product:15,productgraph:43,profil:35,proflier:35,prog:44,program:[14,17,18,35,44],proj:[10,15],project:[10,11,15,41],promis:[10,11,15],prone:17,prop:55,propag:12,properli:52,proposit:55,protect:32,proto:15,protobuf:19,provid:[8,10,14,15,17,19,20,27,37,41,52,54,55],prune:10,pserver:[36,37,38,41,44],pserver_num_thread:[37,38],pseudo:17,psize:32,pull:22,purpos:35,push:44,push_back:32,put:52,py_paddl:[5,14,22],pydataprovid:[19,41],pydataprovider2:[3,5,20,41,44,54],pydataproviderwrapp:8,pyramid:[10,15],pyramid_height:[10,15],python:[8,15,16,17,19,31,32,36,48,49,50,54,55,56,57],pythonpath:[19,49],pzo:56,queri:[10,15,57],question:[10,15,17],quick:43,quick_start:[43,44,45,52],quick_start_data:43,quickstart:43,rais:14,ramnath:56,ran:35,rand:[35,38,40,55],random:[7,10,14,15,18,20],rang:[10,14,15,18,44,52],rank:[10,15,17,50,52],rank_cost:15,rare:3,rate:[7,9,12,15,36,44,54],ratio:[15,38],raw:[10,15],raw_meta:54,rdma_tcp:[37,38],read:[3,14,17,18,20,50,52,54],read_from_realistic_imag:17,read_from_rng:17,read_mnist_imag:17,read_next_from_fil:19,read_ranking_model_data:17,reader:16,reader_creator_bool:18,reader_creator_random_imag:[14,18],reader_creator_random_image_and_label:[14,18],reader_dict:14,readi:43,readm:[54,56],real:18,real_process:3,realist:17,reason:[10,11,15,17,43],rebas:31,recal:9,receiv:8,recognit:[10,15,50,56],recommend:[11,15,17,36,44,54],record:[54,55],recordio:17,rectangular:[10,15],recurr:[15,27,28,55,56],recurrent_group:[11,15,27,29,30],recurrent_lay:11,recurrentgroup:9,reduc:12,ref:54,refer:[7,8,10,11,12,15,21],referenc:10,reference_cblas_root:21,refine_unknown_arg:44,regex:54,register_gpu_profil:35,register_lay:32,register_timer_info:35,registri:43,regress:[9,15],regression_cost:[15,20,54],regular:[7,12,15,41,49,52,56],rel:[11,15],relat:[1,8,54],releas:[24,42,55],relu:[6,10,15],reluactiv:10,remot:[7,15,31,36,38,40],remov:14,reorgan:[10,15],repeat:[10,15],repo:31,repres:[10,12,15,52],represent:52,request:[43,57],requir:[9,10,15,17,36,54],res5_3_branch2c_bn:50,res5_3_branch2c_conv:50,res:55,research:[10,15,49],reserveoutput:32,reset:[10,15],reshap:[15,18],reshape_s:[10,15],residu:50,resnet_101:50,resnet_152:50,resnet_50:50,resolv:43,respons:[10,15,43],rest:[10,15],restart:43,restartpolici:[43,44],resu:18,result:[3,9,10,15,16,35,52,57],result_fil:[9,30],ret_val:54,return_seq:[11,15],reus:18,reveal:17,revers:[10,11,15,29,30],review:[31,43,56],reviews_electronics_5:43,rewrit:57,rgb:[10,15],rgen:56,rho:12,right:[10,15],rmsprop:[12,52],rmspropoptim:54,rnn:[10,11,15,29,30,37,56],rnn_bias_attr:30,rnn_layer_attr:30,rnn_out:30,rnn_state:27,rnn_state_:27,rnn_step:10,rnn_use_batch:[37,38],rnnlm:14,robot:49,roce:22,role:[17,55,56],roman:56,root:[12,15,22,36,43,44,48],root_dir:36,rot:[10,15],rotat:[10,15],routin:54,routledg:56,row:[9,10,14,15],row_id:[10,15],rstrip:44,rtype:54,run:[17,19,22,35,36,43,44,45,46,54],runinitfunct:[35,44],runtim:[3,19],s_fusion:54,s_id:54,same:[3,8,9,10,11,15,17,27,52],samping_id:[10,15],sampl:[3,9,14,15,52,54,56,57],sample_id:9,sample_num:9,sampling_id:15,santiago:56,save:[3,10,14,15,43,54,55,56,57],save_dir:[20,38,40,43,44,49,52,54,55,56,57],save_only_on:[37,38],saving_period:[37,38,44],saving_period_by_batch:[37,38,40],saw:3,sbin:22,scalar:[10,15],scale:[10,15,54],scaling_project:15,scalingproject:[10,15],scatter:10,scheduler_factor:[7,15],scheme:[9,12],schmidhub:56,schwenk:57,scienc:56,score:[9,10,15,54],script:[14,33],seaplane_s_000978:49,search:[10,30,57],seat:57,second:[10,14,15,17,18,52,54],sed:[22,56],see:[10,11,15,17,19,52],seed:[35,38],segment:9,sel_fc:[10,15],select:[10,15],selectiv:[10,15],selective_fc:15,selector:43,self:32,selfnorm:[10,15],semant:[17,55,56],semantic_role_label:30,semat:17,sen_len:55,sens:10,sent:[17,43],sent_id:30,sentanc:19,sentenc:[3,10,27,30,55],sentence_last_state1:27,sentence_last_state2:27,sentiment:[3,55,56],sentiment_data:56,sentiment_net:56,sentimental_provid:3,sentimental_train:3,separ:[9,52,54],seq:[10,15,27,54],seq_concat:15,seq_pool:[10,15,26],seq_reshap:15,seq_text_print:9,seq_to_seq_data:[48,57],seq_typ:[14,54],seqlastin:27,seqtext_printer_evalu:30,seqtoseq:[10,19,30,48,57],seqtoseq_net:[10,30,48,57],sequel:3,sequenc:[3,9,10,11,14,15,19,27,29,52,54,56,57],sequence_conv_pool:[15,52],sequence_layer_group:[10,27],sequence_nest_layer_group:[10,27],sequencegen:27,sequencesoftmax:[6,15],sequencestartposit:[10,15],sequencetextprint:9,sequencetyp:3,sequenti:[10,15,55],seri:[11,15,27,56],serial:16,server:[17,22,36,38,41,42,44],set:[3,7,9,10,11,14,15,16,17,19,20,27,30,35,36,41,43,48,49,50,52,54,55,56,57],set_active_typ:32,set_default_parameter_nam:[7,15],set_drop_r:32,set_siz:32,set_typ:32,settotalbyteslimit:19,setup:[32,52],sever:[10,15],sgd:[12,16,17,20,36,37,56],shape:[10,15,16],share:[10,15,55],shared_bia:[11,15],shared_bias:[10,15],ship:49,shold:56,should:[9,10,12,14,15,16,17,18,29],should_be_fals:17,should_be_tru:17,should_shuffl:[3,27,55],show:[12,15,55,56,57],show_check_sparse_distribution_log:[37,38],show_layer_stat:[37,38],show_parameter_stats_period:[37,38,40,43,55,56,57],shown:[9,10,15,17],shuf:[19,54],shuffl:[14,19],side:[10,15,16],sigint:36,sigmoid:[6,10,15],sigmoidactiv:[10,11,27],similar:[10,15,18,54],similarli:[10,15],simpl:[9,10,11,14,15,16,44],simple_attent:[15,30],simple_gru2:15,simple_gru:[15,52],simple_img_conv_pool:[15,41],simple_lstm:[10,15,52],simple_rnn:[10,30],simpli:[10,15,17],simplifi:17,sinc:[10,15,18],singl:[9,11,12,14,15],size:[3,9,10,11,12,14,15,18,19,20,27,30,32,41,49,50,52,54,56,57],size_a:[10,15],size_b:[10,15],size_t:32,skip:[18,20,50],sleep:44,slide:12,slope:[10,15],slope_intercept:15,slot:[54,55],slot_dim:54,slot_nam:54,slottyp:54,small_messag:[37,38],small_vgg:49,smaller:[10,15],smith:56,snap:43,sock_recv_buf_s:[37,38],sock_send_buf_s:[37,38],socket:44,softmax:[6,10,11,15,17,19,30,32,52],softmax_param:19,softmax_param_attr:[11,15],softmax_selfnorm_alpha:[10,15],softmaxactiv:[19,27,30,41,52],softrelu:[6,15],solv:17,some:[7,10,12,14,15,17],somedata:16,someth:[10,15],sometim:[12,18],sort:[10,14,15,44,54,56],sourc:[8,10,15,18,57],source_dict_dim:30,source_language_word:30,space:9,space_seperated_tokens_from_dictionary_according_to_seq:9,space_seperated_tokens_from_dictionary_according_to_sub_seq:9,spars:[7,10,12,14,15,19,32,36,38,40,44,52],sparse_binary_vector:[3,14,19,52],sparse_binary_vector_sequ:14,sparse_float_vector:3,sparse_non_value_slot:14,sparse_upd:[7,15,19],sparse_value_slot:14,sparse_vector:[14,19],sparse_vector_sequ:14,sparseparam:32,sparseprefetchrowcpumatrix:32,spatial:[10,15],spec:[43,44],special:10,specifi:[9,10,14,15,17,24,52],speech:[10,15],speed:[11,15],sphinx:33,split:[3,10,15,27,36,52,54,55],split_count:44,spp:[10,15],squar:[6,10,12,15],squarerootn:[13,15],squarerootnpool:[10,15],srand:38,src:[44,57],src_backward:30,src_dict:[19,30],src_dict_path:19,src_embed:30,src_forward:30,src_id:30,src_root:5,src_word_id:30,srl:55,ssd:15,ssh:[22,36],sshd:22,sshd_config:22,sstabl:17,stabl:42,stacked_lstm_net:56,stacked_num:56,stackexchang:[10,15],stake:57,standard:[7,15],stanford:[14,43],stanh:[6,15],start:[10,15,16,19,38,43,44],start_paddl:44,start_pass:[37,38],start_pserv:[37,38],startpaddl:44,stat:[35,38,55,56,57],state:[10,11,15,29,43],state_act:[10,11,15,27],statfulset:44,staticinput:[10,29,30],statist:[10,15],statset:35,statu:[9,31,35,43,44],status:43,std:[32,38],stderr:36,stdout:36,step:[10,11,12,15,27,29,30],stepout:27,stochast:12,stock:56,stop:[10,22],storag:42,store:[9,10,15,52,54],str:[16,40,44],strategi:[15,38,55],street:[10,15,55],strict:18,stride:[10,15],stride_i:[10,15],stride_x:[10,15],string:[3,8,9,10,15,32,38,41],strip:[19,27,52,54,55],structur:[14,52],stub:[10,15],stun:3,style:[10,15,31],sub:[9,10,14,15,17],sub_sequ:3,subgradi:12,subnet:17,subobjectpath:43,subseq:[26,29],subsequenceinput:[10,27],succeed:43,success:43,successfulcr:43,sudo:[24,49],suffic:18,suggest:[10,15],sum:[9,10,12,13,15],sum_cost:15,sum_to_one_norm:[10,15],sumpool:[10,15,19],support:[7,9,10,12,14,15,18,22,27],support_hppl:15,sure:[24,56],swap_channel:50,swig_paddl:[5,14],symbol:10,syncflag:32,synchron:12,syntax:18,sys:50,system:[19,56],t2b:48,tab:52,tabl:[10,15],table_project:15,tableproject:[10,15],tag:9,tagtyp:9,tainer_id:44,take:[3,9,10,11,15,17],tanh:[6,10,11,15,32],tanhactiv:[10,11,27,30,41],tar:14,target:[10,15,16,57],target_dict_dim:30,target_language_word:30,targetinlink:[10,27],task:[9,10,15,55],tbd:[27,33],tconf:56,tcp:[38,41],tcp_rdma:41,team:22,tear:35,tee:[43,49,54,55,56,57],tellig:56,templat:[43,44],tempor:[10,15],tensor:[10,15],term:[10,11,15],termin:43,tesh:55,test:[2,3,8,9,10,14,15,16,17,18,32,35,36,38,40,41,49,50,52,54,55,56,57],test_all_data_in_one_period:[43,49,54,55,56],test_compar:19,test_comparespars:19,test_comparetwonet:19,test_comparetwoopt:19,test_config_pars:19,test_data:[5,57],test_fcgrad:32,test_gpuprofil:35,test_layergrad:32,test_list:[3,8,19,20,41,49,52],test_networkcompar:19,test_part_000:56,test_pass:[37,38,40,57],test_period:[37,38,40],test_predict:19,test_pydataprovid:19,test_pydataprovider2:19,test_pydataproviderwrapp:19,test_ratio:54,test_recurrent_machine_gener:19,test_recurrentgradientmachin:[19,27],test_swig_api:19,test_train:19,test_traineronepass:19,test_wait:[37,38],testa:17,testb:17,testbilinearfwdbwd:35,testconfig:32,tester:[54,57],testfcgrad:32,testfclay:32,testlayergrad:32,testq:17,testresult:16,testutil:32,text:[3,9,11,14,15,17,48,52,56,57],text_conv:52,text_conv_pool:[15,54],text_fil:[14,56],tflop:35,than:[7,9,10,11,12,15,19],thei:[17,35],them:[11,15,17,18,35,52,54],therein:[10,15],thi:[3,7,8,9,10,11,12,14,15,16,17,18,35,52,54,56],thing:3,think:17,third:[10,15],those:55,thread:35,thread_local_rand_use_global_se:[37,38],threadid:40,threadloc:35,three:[9,10,12,15,18,50],threshold:[7,9,12,15,38],through:[10,15],throughput:35,thu:[10,15],tier:43,time:[10,11,14,15,17,18,27,35,38,43,44,56],timelin:[10,15],timer:35,timestamp:[10,15],timestep:[10,15],titl:[44,54],tmp:3,to_your_paddle_clone_path:33,todo:[9,11,14,15,16],toend:[10,15],togeth:[10,11,14,15],token:[9,10,17,30,56],tool:[33,44],top:[9,15,50],top_k:[9,15],topolog:[15,16,17],toronto:[14,49],total:[9,16,18,35,43,57],total_pass:18,touch:56,tourist:57,track:10,tractabl:10,tradit:[10,15],trail:14,train:[2,3,7,8,9,10,12,14,15,16,19,20,24,36,38,40,41,43,44,45,46,48,49,50,52,54,55,56,57],train_arg:44,train_args_dict:44,train_args_list:44,train_conf:[48,57],train_config_dir:44,train_data:57,train_list:[3,8,19,20,41,49,50,52],train_part_000:56,trainabl:[10,15],trainer:[1,3,5,17,20,32,38,40,41,44,54,55,56,57],trainer_config:[2,3,5,20,36,43,44,52,54,56],trainer_config_help:[3,6,7,8,9,10,11,12,13,19,20,32,41,49,54],trainer_count:[19,37,38,40,43,44,54,55,56,57],trainer_id:[38,44],trainerconfighelp:19,trainerid:44,trainerintern:[52,54,57],tran:[10,15,32],trans_full_matrix_project:15,transact:56,transform:[10,15],transform_param_attr:[11,15],translat:[10,11,15,48,57],transpos:[10,15],transposedfullmatrixproject:[10,15],travel:[3,11],travi:31,treat:[10,15],tree:[10,15,44],trg:57,trg_dict:30,trg_dict_path:30,trg_embed:30,trg_id:30,trg_ids_next:30,trn:52,truck:49,true_imag:18,true_label:18,true_read:18,truth:[9,10,15,57],tst:52,tune:[7,15,37],tupl:[8,10,11,14,15,16,18],ture:[10,15],turn:[10,18,29],tutori:[43,44,45,46,48,57],tweet:56,twitter:56,two:[10,11,15,17,18,35,52],txt:[3,32,36,42,52,54,56],type:[3,9,10,11,12,14,15,17,18,20,27,32,40,43,50,52,54,55],type_nam:[10,54],typic:9,ubyt:18,uci:14,ufldl:[10,15],uid:43,unconstrain:56,undeterminist:35,uniform:[7,10,14,15,18],uninstal:19,uniqu:17,unique_ptr:32,unit:[10,11,15],unittest:19,univ:57,unix:36,unk:[48,57],unk_idx:[52,55],unknown:[10,15],unseg:[10,15],unsup:56,unsupbow:56,until:44,unus:54,updat:[7,10,12,15,22,31,36,40],update_equ:16,updatecallback:32,upgrad:19,upstream:31,url:56,urls_neg:56,urls_po:56,urls_unsup:56,usag:[9,10,11,14,15,16,44,54],use:[7,8,9,10,11,12,14,15,17,35,44,50,52,54,55,56,57],use_global_stat:[10,15],use_gpu:[5,19,37,38,40,43,44,49,50,52,54,55,56,57],use_jpeg:49,use_old_updat:[37,38],use_seq:[20,54],use_seq_or_not:54,used:[3,9,10,11,12,14,15,16,17,18,35,52,54,56],useful:[10,11,15],usegpu:32,usepam:22,user:[7,9,10,11,14,15,16,17,18,42,52,54],user_featur:54,user_head:54,user_id:[44,54],user_meta:54,user_nam:54,usernam:31,using:[7,8,10,14,15,17,18,24,55],usr:[19,21,22,24,36,38,44],usrdict:48,usrmodel:48,usual:[10,14,15,35],utc:53,util:[35,44,49,54],v28:[10,15],valid:18,valu:[3,5,7,9,10,12,14,15,16,32,40,44,50,52,55],value1:38,value2:38,value_rang:14,vanilla:30,variabl:[10,14,15,17,43],varianc:[10,15],vec1:15,vec2:15,vector:[10,11,14,15,17,52,54],veri:[10,15,49],version:[10,11,15,22,24,35,37,38],versu:17,vertic:[10,15],vgg:[11,15,49],vgg_16_cifar:49,vgg_16_network:15,via:[18,24],view:[10,15],vim:31,vision:49,visipedia:49,visual:[10,15],vocab:56,volum:[42,43,44],volumemount:[43,44],vutbr:14,wai:[10,11,15,17,57],wait:[12,44],wall:55,want:[3,10,11,15,17,18],warn:[10,15,19,44],warp:[10,15],warp_ctc:15,wbia:50,wei:[55,56],weight:[9,10,11,12,15,32,50],weight_act:[11,15],weightlist:32,weights_:32,weights_t:32,wether:[10,15],what:[7,10,11,12,15,52],when:[3,7,9,10,12,14,15,16,35],where:[10,11,12,15,17],whether:[9,10,11,15,18,56],which:[9,10,11,12,14,15,17,18,52,54],whole:[3,9,14],whole_cont:54,whose:14,why:[11,15,35],width:[9,10,14,15,18,32,57],wiki:[10,15],wikipedia:[10,15],wilder:3,window:[10,15,22,42],wise:[10,15],with_avx:[21,24],with_doc:21,with_doubl:[21,24,32],with_dso:21,with_gpu:[21,24],with_metric_learn:24,with_predict_sdk:24,with_profil:35,with_python:[21,24],with_rdma:[21,24],with_style_check:21,with_swig_pi:21,with_test:21,with_tim:[21,24,35],within:10,without:[9,10,15,18,22],wmt14:57,wmt14_data:57,wmt14_model:57,won:27,wonder:3,word2vec:19,word:[3,9,10,14,19,27,29,52,55],word_dict:[27,52,55],word_dim:[27,52],word_id:[3,19],word_slot:55,word_vector:52,word_vector_dim:[30,48],words_freq_sort:14,work:[14,17,18,27,43,44],workspac:36,would:[16,18,55],wrapper:[11,15,35],write:[14,17,18,55],writelin:20,writer:17,wrong:18,wsj:55,wuyi:42,www:[10,14,15,49,57],xarg:[19,22,32],xgbe0:38,xgbe1:38,xiaojun:56,xrang:[18,20,32],xxbow:56,xxx:[17,50,57],yaml:[43,44],yann:14,yes:22,yield:[3,14,17,18,19,20,27,30,52,54,55],you:[3,7,10,11,12,15,24,50,56],your:[10,15,17,19],your_host_machin:22,your_param_nam:19,your_repo:44,yuyang18:[11,14,15,16],zachari:56,zeng:56,zero:[7,10,12,14,15,38],zhou:[55,56],zip:[44,53],zoo:48},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activations","Parameter Attributes","DataSources","Evaluators","Layers","Networks","Optimizers","Poolings","Data Related API","Configuration Related API","Trainer API","PaddlePaddle Design Doc","Python Data Reader Design Doc","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","\u5b89\u88c5PaddlePaddle\u7684Docker\u955c\u50cf","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\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","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":44,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":57,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":48,"\u4e0b\u8f7d\u548c\u8fd0\u884cdocker\u955c\u50cf":22,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":54,"\u4e0b\u8f7d\u6570\u636e":43,"\u4e2d\u6587\u5b57\u5178":48,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":48,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":48,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":48,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":35,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":35,"\u4ecb\u7ecd":[48,50],"\u4ee3\u7801\u8981\u6c42":31,"\u4efb\u52a1\u7b80\u4ecb":20,"\u4f18\u5316\u7b97\u6cd5":52,"\u4f18\u5316\u7b97\u6cd5\u914d\u7f6e":41,"\u4f7f\u7528":[31,43],"\u4f7f\u7528\u6700\u65b0\u7248\u672c\u66f4\u65b0\u4f60\u7684":31,"\u4f7f\u7528\u6848\u4f8b":40,"\u4f7f\u7528\u6982\u8ff0":52,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":40,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":44,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":48,"\u4f7f\u7528\u8bf4\u660e":34,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":33,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":57,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":57,"\u4fdd\u6301":31,"\u4fee\u6539\u4f60\u7684":31,"\u4fee\u6539\u542f\u52a8\u811a\u672c":43,"\u4fee\u6539\u6587\u6863":33,"\u514b\u9686":31,"\u5173\u4e8epaddlepaddl":0,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":35,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":32,"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":36,"\u51c6\u5907\u5e8f\u5217\u6570\u636e":30,"\u51c6\u5907\u6570\u636e":[20,54],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":44,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":36,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":19,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":19,"\u5206\u5272\u8bad\u7ec3":54,"\u5206\u5e03\u5f0f\u8bad\u7ec3":41,"\u521b\u5efajob":44,"\u521b\u5efapaddl":43,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":19,"\u5230":31,"\u5236\u4f5c\u955c\u50cf":44,"\u5236\u4f5cdocker\u955c\u50cf":43,"\u524d\u63d0\u6761\u4ef6":36,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":19,"\u5355\u5143\u6d4b\u8bd5":38,"\u5355\u53cc\u5c42rnn":27,"\u5377\u79ef\u6a21\u578b":52,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":49,"\u53c2\u6570\u4fe1\u606f":50,"\u53c2\u6570\u5185\u5b58":19,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":38,"\u53c2\u6570\u6982\u8ff0":37,"\u53c2\u6570\u8bfb\u53d6":50,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":56,"\u53c2\u8003\u8d44\u6599":35,"\u53cc\u5411lstm":56,"\u53cc\u5c42rnn":27,"\u53cc\u5c42rnn\u4ecb\u7ecd":29,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":29,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":24,"\u53ef\u9009\u529f\u80fd":48,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":52,"\u5411\u91cf":38,"\u542f\u52a8\u4efb\u52a1":44,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":36,"\u547d\u4ee4\u884c\u53c2\u6570":52,"\u548c":26,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":49,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":40,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":48,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":41,"\u57fa\u672c\u539f\u7406":29,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":33,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":19,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":19,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":19,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":19,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":19,"\u5982\u4f55\u66f4\u65b0www":33,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":33,"\u5982\u4f55\u8d21\u732e":33,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":31,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":35,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":19,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":27,"\u5b50\u5e8f\u5217\u95f4\u6709memori":27,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":54,"\u5b89\u88c5":[24,52],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":23,"\u5b89\u88c5\u6d41\u7a0b":23,"\u5b89\u88c5kubectl":42,"\u5b89\u88c5paddlepaddle\u7684docker\u955c\u50cf":22,"\u5b8c\u6574\u6559\u7a0b":51,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":32,"\u5b9e\u73b0c":32,"\u5b9e\u73b0python\u5c01\u88c5":32,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":40,"\u5c0f\u7ed3":3,"\u5de5\u5177":35,"\u5e38\u7528\u6a21\u578b":51,"\u5ea6\u91cf\u5b66\u4e60":38,"\u5f00\u53d1\u6807\u51c6":34,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":38,"\u5f15\u7528":55,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":52,"\u6027\u80fd\u4f18\u5316":34,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":35,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":35,"\u6027\u80fd\u8c03\u4f18":38,"\u6027\u80fd\u95ee\u9898":22,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":52,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":56,"\u6216\u8005\u662f":19,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":19,"\u62c9\u53d6\u8bf7\u6c42":31,"\u63a5\u53e3":50,"\u63a8\u5bfc\u65b9\u7a0b":32,"\u63a8\u9001":31,"\u63d0\u4ea4":31,"\u63d0\u4ea4\u955c\u50cf":43,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":54,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":26,"\u6570\u636e":1,"\u6570\u636e\u51c6\u5907":[49,54,57],"\u6570\u636e\u63cf\u8ff0":55,"\u6570\u636e\u63d0\u4f9b":55,"\u6570\u636e\u63d0\u4f9b\u5668":41,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":54,"\u6570\u636e\u652f\u6301":38,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":52,"\u6570\u636e\u6e90\u914d\u7f6e":41,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":48,"\u6570\u636e\u96c6\u7279\u5f81":53,"\u6570\u636e\u9884\u5904\u7406":57,"\u6570\u6910\u4ecb\u7ecd":56,"\u6570\u6910\u51c6\u5907":56,"\u6574\u4f53\u65b9\u6848":44,"\u6587\u672c\u751f\u6210":57,"\u6587\u672c\u751f\u6210\u6559\u7a0b":57,"\u6587\u6863":47,"\u65b0\u624b\u5165\u95e8":25,"\u65f6\u5e8f\u6a21\u578b":52,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":27,"\u65f6\u95f4\u6b65":27,"\u672c\u5730\u6d4b\u8bd5":40,"\u672c\u5730\u8bad\u7ec3":40,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":43,"\u67e5\u770b\u8f93\u51fa":44,"\u6837\u4f8b\u6570\u636e":3,"\u6848\u4f8b\u4e00":40,"\u6848\u4f8b\u4e8c":40,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":36,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":36,"\u6982\u8ff0":[26,29],"\u6a21\u578b":50,"\u6a21\u578b\u4e0b\u8f7d":50,"\u6a21\u578b\u68c0\u9a8c":20,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":52,"\u6a21\u578b\u8bad\u7ec3":[49,57],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":54,"\u6a21\u578b\u914d\u7f6e":[1,27,34],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":27,"\u6ce8\u610f\u4e8b\u9879":[3,22],"\u6d4b\u8bd5":[38,55],"\u6d4b\u8bd5\u6587\u4ef6":54,"\u6d4b\u8bd5\u6a21\u578b":56,"\u7279\u5f81":55,"\u7279\u5f81\u63d0\u53d6":50,"\u72b6\u6001\u6700\u65b0":31,"\u751f\u6210\u5e8f\u5217":30,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":57,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":29,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":53,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":57,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":56,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":53,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":33,"\u76f8\u5173\u6982\u5ff5":29,"\u77e9\u9635":38,"\u793a\u4f8b1":27,"\u793a\u4f8b2":27,"\u793a\u4f8b3":27,"\u793a\u4f8b4":27,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":19,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":54,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":55,"\u7a00\u758f\u8bad\u7ec3":40,"\u7b80\u4ecb":[42,57],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":30,"\u7c7b":32,"\u7cfb\u7edf\u6846\u56fe":41,"\u7ec3\u4e60":49,"\u7ec6\u8282\u63a2\u7a76":49,"\u7ec6\u8282\u63cf\u8ff0":38,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":36,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":20,"\u7f16\u5199yaml\u6587\u4ef6":43,"\u7f16\u8bd1\u6d41\u7a0b":23,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":21,"\u7f51\u7edc\u53ef\u89c6\u5316":50,"\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":41,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":38,"\u81f4\u8c22":0,"\u89c2\u6d4b\u8bcd\u5411\u91cf":48,"\u8bad\u7ec3":[1,38,54,55],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":54,"\u8bad\u7ec3\u6a21\u578b":[20,52,56],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":57,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":29,"\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6":41,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":39,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":53,"\u8bcd\u5411\u91cf\u6a21\u578b":52,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":48,"\u8bcd\u6c47\u8868":27,"\u8be6\u7ec6\u6559\u7a0b":35,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":55,"\u8bf7\u6c42":31,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":27,"\u8f93\u5165":29,"\u8f93\u5165\u4e0d\u7b49\u957f":27,"\u8f93\u5165\u793a\u4f8b":29,"\u8f93\u51fa":29,"\u8f93\u51fa\u65e5\u5fd7":52,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":36,"\u8fd0\u884c\u5bb9\u5668":43,"\u8fd0\u884cdocker":19,"\u8fdb\u884c\u8bad\u7ec3":43,"\u8fdb\u9636\u6307\u5357":34,"\u8fdc\u7a0b\u8bbf\u95ee\u95ee\u9898\u548c\u4e8c\u6b21\u5f00\u53d1":22,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":42,"\u901a\u7528":38,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":52,"\u9047\u5230":19,"\u90e8\u7f72kubernetes\u96c6\u7fa4":42,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":52,"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":30,"\u914d\u7f6ekubectl":42,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":42,"\u94a9\u5b50":31,"\u9644\u5f55":52,"\u968f\u673a\u6570":38,"\u96c6\u7fa4\u8bad\u7ec3":40,"\u975e\u6cd5\u6307\u4ee4":19,"\u9884\u5904\u7406":49,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":57,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":57,"\u9884\u6d4b":[49,50,52,55,56],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":57,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":27,"beam_search\u7684\u751f\u6210":27,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":21,"bleu\u8bc4\u4f30":57,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":21,"cmake\u6e90\u7801\u7f16\u8bd1":19,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":21,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":40,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":35,"gpu\u955c\u50cf\u51fa\u73b0":19,"group\u6559\u7a0b":29,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"kubernetes\u5355\u673a\u8bad\u7ec3":43,"meta\u6587\u4ef6":54,"meta\u914d\u7f6e\u6587\u4ef6":54,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":53,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":54,"org\u6587\u6863":33,"paddlepaddle\u63d0\u4f9b\u7684docker\u955c\u50cf\u7248\u672c":22,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":21,"pod\u95f4\u901a\u4fe1":44,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":50,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":19,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":52,"return":18,"rnn\u76f8\u5173\u6a21\u578b":28,"rnn\u914d\u7f6e":30,"so\u627e\u4e0d\u5230":24,"ubuntu\u90e8\u7f72paddlepaddl":24,absactiv:6,activ:[6,15],adadeltaoptim:12,adagradoptim:12,adamaxoptim:12,adamoptim:12,addto_lay:10,aggreg:10,api:[1,4,14,15,16],applic:4,argument:18,async:38,attent:30,attribut:[7,15],auc_evalu:9,avgpool:13,base:[9,10],baseactiv:6,basepoolingtyp:13,basesgdoptim:12,batch:18,batch_norm_lay:10,batch_siz:18,beam_search:10,becaus:19,between:17,bidirectional_lstm:11,big:19,bilinear_interp_lay:10,bla:21,block_expand_lay:10,breluactiv:6,cach:3,check:10,chunk_evalu:9,cifar:14,classif:9,classification_error_evalu:9,classification_error_printer_evalu:9,clone:31,column_sum_evalu:9,commit:31,compos:18,concat_lay:10,config:4,configur:15,conll05:14,connect:10,content:[3,19,26,35,41],context_project:10,conv:10,conv_oper:10,conv_project:10,conv_shift_lay:10,cos_sim:10,cost:10,cp27mu:19,creat:18,creator:18,crf_decoding_lay:10,crf_layer:10,cross_entropi:10,cross_entropy_with_selfnorm:10,ctc_error_evalu:9,ctc_layer:10,cuda:[19,21],cudnn:21,custom:18,dat:53,data:[10,14,18],data_lay:10,datafeed:14,dataprovid:[4,38],dataset:14,datasourc:8,datatyp:14,decayedadagradoptim:12,decor:18,design:[17,18],dictionari:18,distribut:17,doc:[17,18],dotmul_oper:10,dotmul_project:10,driver:19,dropout_lay:11,embedding_lay:10,entri:18,eos_lay:10,evalu:9,event:[16,17],exampl:17,expactiv:6,expand_lay:[10,26],faq:19,fc_layer:10,first_seq:[10,26],fork:31,from:17,full_matrix_project:10,fulli:10,gate:30,get_output_lay:10,github:31,gpu:38,gradient_printer_evalu:9,group:10,gru:[11,38],gru_group:11,gru_step_lay:10,gru_unit:11,grumemori:10,handler:17,how:18,hsigmoid:10,huber_cost:10,identity_project:10,identityactiv:6,illeg:19,imag:[10,11],imagenet:50,imdb:[14,56],img_cmrnorm_lay:10,img_conv_bn_pool:11,img_conv_group:11,img_conv_lay:10,img_pool_lay:10,imikolov:14,implement:18,infer:16,ingredi:17,init_hook:3,input_typ:3,instruct:19,insuffici:19,interfac:[14,18],interpolation_lay:10,isn:18,job:43,join:10,kubernet:[42,43],lambda_cost:10,last_seq:[10,26],layer:[10,15,17],layeroutput:10,layertyp:10,learn:38,libcudart:24,libcudnn:24,linear_comb_lay:10,linearactiv:6,linux_x86_64:19,list:18,logactiv:6,lstm:[11,38,55,56],lstm_step_lay:10,lstmemori:10,lstmemory_group:11,lstmemory_unit:11,map:18,math:10,maxframe_printer_evalu:9,maxid_lay:10,maxid_printer_evalu:9,maxout_lay:10,maxpool:13,memori:[10,27,29],messag:19,metric:38,mini:18,minibatch:14,misc:11,mix:10,mixed_lay:10,mnist:14,model:[4,17,30,50],momentumoptim:12,movi:53,movielen:14,multi_binary_label_cross_entropi:10,multipl:18,nce_lay:10,need:18,network:[11,15,30],neural:30,nlp:[11,38],norm:10,nvprof:35,nvvp:35,onli:18,optim:[12,15],output:11,pad_lay:10,paddl:18,paddlepaddl:[17,33,47],parallel_nn:40,paramet:[7,16,17],perform:38,platform:19,pnpair_evalu:9,pool:[10,13,15],pooling_lay:[10,26],power_lay:10,pre:31,precision_recall_evalu:9,prefetch:18,print:9,protocol:19,provid:[3,18],pull:31,push:31,python:18,rank:9,rank_cost:10,rate:53,reader:[14,17,18],recurr:[10,11,29,30],recurrent_group:10,recurrent_lay:10,refer:3,reject:19,relat:[14,15],reluactiv:6,repeat_lay:10,request:31,reshap:10,resnet:50,rmspropoptim:12,rnn:[27,38],rotate_lay:10,sampl:10,sampling_id_lay:10,scaling_lay:10,scaling_project:10,selective_fc_lay:10,sentiment:14,seq_concat_lay:10,seq_reshape_lay:10,seqtext_printer_evalu:9,sequenc:30,sequence_conv_pool:11,sequencesoftmaxactiv:6,set:12,sgd:38,share:17,shuffl:18,sigmoidactiv:6,simple_attent:11,simple_gru:11,simple_img_conv_pool:11,simple_lstm:11,singl:18,slice:10,slope_intercept_lay:10,softmaxactiv:6,softreluactiv:6,spp_layer:10,squareactiv:6,squarerootnpool:13,stack:56,stanhactiv:6,start:17,suffici:18,sum_cost:10,sum_evalu:9,sum_to_one_norm_lay:10,summar:17,sumpool:13,support:19,table_project:10,take:18,tanhactiv:6,tensor_lay:10,text_conv_pool:11,thi:19,too:19,train:[17,18],trainer:16,trans_full_matrix_project:10,trans_lay:10,tune:38,uci_h:14,updat:17,usag:18,use:18,user:53,util:9,value_printer_evalu:9,version:19,vgg_16_network:11,warp_ctc_lay:10,wheel:19,whl:19,why:18,zoo:50}})