WITH_AVX=OFF.
+build with WITH_AVX=OFF.
The following command will tell you whether your computer supports AVX.
if cat /proc/cpuinfo | grep -i avx; then echo Yes; else echo No; fi diff --git a/develop/doc_cn/_sources/getstarted/build_and_install/docker_install_cn.rst.txt b/develop/doc_cn/_sources/getstarted/build_and_install/docker_install_cn.rst.txt index 1eb06e4182d40c3be20d71e37b34009905eaf9d6..fa1b6a372728ccac128d2e6e79a6514b8884ea3f 100644 --- a/develop/doc_cn/_sources/getstarted/build_and_install/docker_install_cn.rst.txt +++ b/develop/doc_cn/_sources/getstarted/build_and_install/docker_install_cn.rst.txt @@ -128,7 +128,7 @@ PaddlePaddle Book是为用户和开发者制作的一个交互式的Jupyter Note AVX是一种CPU指令集，可以加速PaddlePaddle的计算。最新的PaddlePaddle Docker镜像默认 是开启AVX编译的，所以，如果您的电脑不支持AVX，需要单独 -`编译 <./build_from_source_cn.rst>`_ PaddlePaddle为no-avx版本。 +`编译 <./build_from_source_cn.html>`_ PaddlePaddle为no-avx版本。 以下指令能检查Linux电脑是否支持AVX： diff --git a/develop/doc_cn/_sources/howto/usage/cluster/k8s_distributed_cn.md.txt b/develop/doc_cn/_sources/howto/usage/cluster/k8s_distributed_cn.md.txt index 701a9a75d78b53d7dab94529dbd1be382ff0d04e..167089b8074b33e3b094fa3ec8e377630cec42ac 100644 --- a/develop/doc_cn/_sources/howto/usage/cluster/k8s_distributed_cn.md.txt +++ b/develop/doc_cn/_sources/howto/usage/cluster/k8s_distributed_cn.md.txt @@ -2,8 +2,6 @@ 前一篇文章介绍了如何在Kubernetes集群上启动一个单机PaddlePaddle训练作业 (Job)。在这篇文章里，我们介绍如何在Kubernetes集群上进行分布式PaddlePaddle训练作业。关于PaddlePaddle的分布式训练，文章 [Cluster Training](http://www.paddlepaddle.org/docs/develop/documentation/zh/howto/usage/cluster/cluster_train_cn.html)介绍了一种通过SSH远程分发任务，进行分布式训练的方法，与此不同的是，本文将介绍在Kubernetes容器管理平台上快速构建PaddlePaddle容器集群，进行分布式训练的方案。 -有关Kubernetes相关概念以及如何搭建和配置Kubernetes集群，可以参考[k8s_basis](./k8s_basis_cn.md)。 - ## 整体方案 在训练之前，用户将配置与训练数据切分好放在分布式文件系统预先分配好的目录中(不同的分布式文件系统，需要使用其制定的方式挂载后并导入数据)，训练时，程序从此目录拷贝文件到容器内进行训练，将结果保存到此目录里。整体的结构图如下： diff --git a/develop/doc_cn/getstarted/build_and_install/docker_install_cn.html b/develop/doc_cn/getstarted/build_and_install/docker_install_cn.html index bb5d2a290ddde7bfe0274b5a3f6a6d246a40ee45..b7948d30a500a156c82db945b028f6c956ebb0c6 100644 --- a/develop/doc_cn/getstarted/build_and_install/docker_install_cn.html +++ b/develop/doc_cn/getstarted/build_and_install/docker_install_cn.html @@ -336,7 +336,7 @@ docker run ${CUDA_SO关于AVX：AVX是一种CPU指令集，可以加速PaddlePaddle的计算。最新的PaddlePaddle Docker镜像默认 是开启AVX编译的，所以，如果您的电脑不支持AVX，需要单独 -编译 PaddlePaddle为no-avx版本。
+编译 PaddlePaddle为no-avx版本。以下指令能检查Linux电脑是否支持AVX：
if cat /proc/cpuinfo | grep -i avx; then echo Yes; else echo No; fi diff --git a/develop/doc_cn/howto/usage/cluster/k8s_distributed_cn.html b/develop/doc_cn/howto/usage/cluster/k8s_distributed_cn.html index bbbbcdd827e8e8ea4f1e74f5288eec2803bd0749..c5e4d47df40d0ab707ea577eeb5a3cd79496f81e 100644 --- a/develop/doc_cn/howto/usage/cluster/k8s_distributed_cn.html +++ b/develop/doc_cn/howto/usage/cluster/k8s_distributed_cn.html @@ -231,7 +231,6 @@Kubernetes分布式训练¶
前一篇文章介绍了如何在Kubernetes集群上启动一个单机PaddlePaddle训练作业 (Job)。在这篇文章里，我们介绍如何在Kubernetes集群上进行分布式PaddlePaddle训练作业。关于PaddlePaddle的分布式训练，文章 Cluster Training介绍了一种通过SSH远程分发任务，进行分布式训练的方法，与此不同的是，本文将介绍在Kubernetes容器管理平台上快速构建PaddlePaddle容器集群，进行分布式训练的方案。
-有关Kubernetes相关概念以及如何搭建和配置Kubernetes集群，可以参考k8s_basis。
整体方案¶
在训练之前，用户将配置与训练数据切分好放在分布式文件系统预先分配好的目录中(不同的分布式文件系统，需要使用其制定的方式挂载后并导入数据)，训练时，程序从此目录拷贝文件到容器内进行训练，将结果保存到此目录里。整体的结构图如下：
diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js index 02d797cc6ceecfa1671703e7fb0b024198d8379c..3788abc93d57bfcd277b119380279f99632421c9 100644 --- a/develop/doc_cn/searchindex.js +++ b/develop/doc_cn/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/mkl/mkl_packed","design/mkl/mkldnn","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/tensor_array","design/var_desc","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/usage/cluster/cluster_train_cn","howto/usage/cluster/fabric_cn","howto/usage/cluster/k8s_aws_cn","howto/usage/cluster/k8s_cn","howto/usage/cluster/k8s_distributed_cn","howto/usage/cluster/openmpi_cn","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","mobile/index_cn","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_cn","v1_api_tutorials/imagenet_model/resnet_model_cn","v1_api_tutorials/quick_start/index_cn"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/tensor_array.md","design/var_desc.md","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/usage/cluster/cluster_train_cn.md","howto/usage/cluster/fabric_cn.md","howto/usage/cluster/k8s_aws_cn.md","howto/usage/cluster/k8s_cn.md","howto/usage/cluster/k8s_distributed_cn.md","howto/usage/cluster/openmpi_cn.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","mobile/index_cn.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_cn.md","v1_api_tutorials/imagenet_model/resnet_model_cn.md","v1_api_tutorials/quick_start/index_cn.rst"],objects:{"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.fluid":{regularizer:[26,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,0,1,""],states:[18,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,3,1,""],center_crop:[15,3,1,""],left_right_flip:[15,3,1,""],load_and_transform:[15,3,1,""],load_image:[15,3,1,""],load_image_bytes:[15,3,1,""],random_crop:[15,3,1,""],resize_short:[15,3,1,""],simple_transform:[15,3,1,""],to_chw:[15,3,1,""]}},objnames:{"0":["py","attribute","Python \u5c5e\u6027"],"1":["py","module","Python \u6a21\u5757"],"2":["py","class","Python \u7c7b"],"3":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":130,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":108,"03m":108,"0424m":108,"0473v3":9,"04\u4ee5\u4e0a":91,"04\u4ee5\u53camaco":93,"055ee37d":112,"0630u":108,"06u":108,"0810u":108,"08823112e":4,"0957m":108,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":119,"0\u5c42\u5e8f\u5217":94,"0_cudnn5":88,"0_cudnn5_avx_mkl":91,"0_cudnn7_avx_mkl":91,"0ab":8,"0rc1":75,"0rc2":75,"0x10f256d50":51,"0x7ffe4de00110":51,"100gi":112,"100m":85,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":130,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":130,"101\u5c42\u7f51\u7edc\u6a21\u578b":130,"10g":41,"1150u":108,"11\u5b9e\u73b0\u4e86c":58,"11e6":113,"12194102e":4,"124n":108,"128\u7ef4\u548c256\u7ef4":129,"12\u4ee5\u4e0a":91,"12\u64cd\u4f5c\u7cfb\u7edf":82,"13m":113,"1490u":108,"14\u7248\u672c\u4ee5\u4e0a\u7684":125,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":121,"152\u5c42\u7f51\u7edc\u6a21\u578b":130,"15501715e":4,"1550u":108,"15\u884c":95,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":87,"16u":108,"173m":130,"173n":108,"1770u":108,"18ad":112,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":113,"197u":108,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":88,"1\u7684\u5c42\u4e4b\u5916":121,"1\u7a00\u758f\u6570\u636e":101,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":121,"1st":21,"210u":108,"211839e770f7b538e2d8":9,"215n":108,"228u":108,"234m":130,"2520u":108,"25639710e":4,"25k":131,"2680u":108,"26\u884c":95,"27787406e":4,"279n":108,"27m":108,"285m":108,"2863m":108,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":108,"2977m":108,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":87,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":114,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":121,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":114,"2cbf7385":112,"302n":108,"30u":108,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":129,"32777140e":4,"328n":108,"32\u7ef4":129,"32u":108,"32x32":14,"331n":108,"3320u":108,"36540484e":4,"365e":112,"36u":108,"3710m":108,"3768m":108,"387u":108,"38u":108,"3920u":108,"39u":108,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":91,"3\u53f7gpu":85,"4035m":108,"4090u":108,"4096mb":119,"4279m":108,"43630644e":4,"43u":108,"448a5b355b84":113,"4560u":108,"4563m":108,"45u":108,"4650u":108,"4726m":108,"473m":113,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":87,"4gb":119,"500m":85,"50\u5c42":130,"50\u5c42\u7f51\u7edc\u6a21\u578b":130,"50bd":112,"50gi":112,"51111044e":4,"514u":108,"525n":108,"526u":108,"53018653e":4,"536u":108,"5460u":108,"5470u":108,"54u":108,"5690m":108,"573u":108,"578n":108,"5798m":108,"586u":108,"58s":113,"5969m":108,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":129,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":91,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":91,"5_cudnn5_avx_mkl":91,"6080u":108,"6140u":108,"6305m":108,"639u":108,"64\u5e73\u53f0\u4e3a\u4f8b":123,"64\u7ef4":129,"64m":56,"655u":108,"6780u":108,"6810u":108,"682u":108,"6970u":108,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":108,"6\u4ee5\u4e0a":[91,93],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":91,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":129,"6ce9":112,"704u":108,"70634608e":4,"7090u":108,"72296313e":4,"72u":108,"73u":108,"75u":108,"760u":108,"767u":108,"783n":108,"784u":108,"78m":108,"7\u4ee5\u4e0a":123,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":91,"7\u4ee5\u4e0b":123,"7\u548cpip":82,"7\u7248\u672c\u5f00\u59cb":123,"7\u7cfb\u5217":91,"7eamaa":14,"7kb":113,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":104,"8250u":108,"8300u":108,"830n":108,"849m":108,"85625684e":4,"861u":108,"8661m":108,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":129,"877\u884c":129,"892m":108,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":87,"901n":108,"90u":108,"918u":108,"9247m":108,"924n":108,"9261m":108,"93137714e":4,"9330m":108,"94u":108,"9530m":108,"96644767e":4,"983m":108,"988u":108,"997u":108,"99982715e":4,"99m":130,"99u":108,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":124,"9f18":113,"\u4e00":95,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":102,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":113,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":97,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":97,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":97,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":97,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":125,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":85,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":108,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":94,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":94,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":101,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":101,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":101,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":102,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":87,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":119,"\u4e00\u4e2alabel":95,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":98,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":131,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u4eba":95,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":97,"\u4e00\u53f0\u7535\u8111":99,"\u4e00\u65e9":95,"\u4e00\u662fbatch":85,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":99,"\u4e00\u6b21\u6027\u676f\u5b50":95,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[94,95],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":75,"\u4e00\u822c\u4ece":100,"\u4e00\u822c\u5728paddlepaddle\u4e2d":95,"\u4e00\u822c\u60c5\u51b5\u4e0b":1,"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":87,"\u4e00\u822c\u6765\u8bf4":98,"\u4e00\u822c\u7531mkl":55,"\u4e00\u822c\u8868\u793a":95,"\u4e00\u822c\u8bbe\u7f6e":87,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":131,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,92],"\u4e0a":100,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":125,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":75,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":110,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":95,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":114,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0a\u7f16\u8bd1\u5f88\u6162":99,"\u4e0a\u7f51":95,"\u4e0a\u8fd0\u884c":123,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":87,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":89,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":99,"\u4e0a\u8ff0\u7684":86,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":108,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":102,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":102,"\u4e0b":[102,104],"\u4e0b\u540c":87,"\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":108,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":130,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":101,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":97,"\u4e0b\u6587\u4f7f\u7528":114,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":113,"\u4e0b\u6b21":95,"\u4e0b\u7684":114,"\u4e0b\u8868\u5c55\u793a\u4e86batch":130,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":113,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":89,"\u4e0b\u8f7dgpu\u7248\u672c\u7684docker\u955c\u50cf":89,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":108,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":102,"\u4e0b\u9762\u4ee5":110,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":102,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":103,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":58,"\u4e0b\u9762\u5217\u51fa\u4e86":98,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":101,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":114,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":113,"\u4e0b\u9762\u662f":102,"\u4e0b\u9762\u662f\u5bf9":102,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":87,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":101,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":130,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":130,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":102,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":101,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":92,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":94,"\u4e0d":95,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":99,"\u4e0d\u4f1a\u518d\u4ece":85,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":99,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":57,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":101,"\u4e0d\u4f7f\u7528c":57,"\u4e0d\u4f7f\u7528swig":57,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":102,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":102,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":102,"\u4e0d\u540c":55,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":86,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":102,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":119,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":130,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":98,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":57,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":85,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":114,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,92],"\u4e0d\u540c\u8bbe\u5907":102,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":57,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":97,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":97,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":95,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":103,"\u4e0d\u5728":58,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5c11":95,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":57,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":57,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":97,"\u4e0d\u6307\u5b9a\u65f6":97,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,92],"\u4e0d\u662f\u771f\u6b63\u7684layer":86,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":86,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":57,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":100,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":102,"\u4e0d\u80fd\u592a\u968f\u610f":100,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":100,"\u4e0d\u8fc7":95,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":99,"\u4e0d\u8fdc":95,"\u4e0d\u9519":95,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":99,"\u4e0d\u9700\u8981\u8bbe\u7f6e":123,"\u4e0e":[55,102,107,114,129],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":55,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":75,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":95,"\u4e0e\u53ef\u80fd\u6709\u7684":75,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":110,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":107,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":87,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":111,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":114,"\u4e0e\u8c03\u4f18":107,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":85,"\u4e0ebatch":54,"\u4e0ejob":114,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":102,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":102,"\u4e0epython\u4e0d\u540c":107,"\u4e14":95,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":100,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":57,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":107,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,92],"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":95,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":58,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":57,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":57,"\u4e24":95,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":104,"\u4e24\u4e2a\u5d4c\u5957\u7684":97,"\u4e24\u4e2a\u64cd\u4f5c":108,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":95,"\u4e24\u4e2a\u90e8\u5206":104,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":85,"\u4e24\u79cd\u7c7b\u522b":131,"\u4e24\u79cdblas\u5e93":88,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":85,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":75,"\u4e2a":131,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":85,"\u4e2a\u6027\u5316\u63a8\u8350":75,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":119,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":119,"\u4e2d":[54,55,57,58,85,101,102,103,107,114,131],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":100,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":129,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":110,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":55,"\u4e2d\u4f20\u5165\u53c2\u6570":110,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":110,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":85,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":95,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":125,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":131,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":123,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":123,"\u4e2d\u5305\u542bc":[123,125],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":100,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":100,"\u4e2d\u5b8c\u5168\u4e00\u81f4":57,"\u4e2d\u5b9a\u4e49":98,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":97,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":55,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":58,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":54,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":130,"\u4e2d\u5f15\u5165\u7684":54,"\u4e2d\u6307\u5b9a":119,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":121,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":130,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":55,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":103,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":130,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":88,"\u4e2d\u6587\u6587\u6863":104,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":104,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":95,"\u4e2d\u6839\u636e":54,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":85,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":114,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":119,"\u4e2d\u6dfb\u52a0":54,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":55,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":102,"\u4e2d\u7684":[103,130],"\u4e2d\u7684\u4e00\u884c":[2,100],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":110,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":100,"\u4e2d\u7684\u6570\u636e":130,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":130,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":75,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":114,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":111,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":101,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":102,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":85,"\u4e3a":[2,54,55,98,102,123,124,125],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":102,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":100,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":101,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":89,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":101,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":55,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":99,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":97,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":100,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":58,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":55,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":54,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":123,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":108,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[123,124],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":55,"\u4e3a\u4ec0\u4e48\u7528":99,"\u4e3a\u4f8b":[86,102,131],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":102,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":131,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":87,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":89,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":108,"\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":129,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":111,"\u4e3a\u6b64":113,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":102,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":101,"\u4e3aconst\u51fd\u6570":102,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":101,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":119,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":55,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":55,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":92,"\u4e3b\u8981\u539f\u56e0":95,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":85,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":102,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":131,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":55,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":87,"\u4e3e\u4f8b":85,"\u4e3e\u4f8b\u8bf4\u660e":95,"\u4e4b\u524d":100,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":131,"\u4e4b\u540e":[92,101],"\u4e4b\u540e\u4f7f\u7528":101,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":101,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":104,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":101,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":88,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":58,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":99,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":97,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":101,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":107,"\u4e58\u9664\u7b49\u65f6\u5019":85,"\u4e5f":95,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":57,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":97,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":58,"\u4e5f\u4e0d\u751f\u6210":58,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":86,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":99,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":100,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":104,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":97,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":110,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":104,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":108,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":114,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":131,"\u4e5f\u53ef\u5199\u6210":102,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":124,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":123,"\u4e5f\u5c31\u662f":100,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":131,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":99,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":100,"\u4e5f\u5c31\u662f\u8bf4":[119,121,129],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":55,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":114,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":108,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":95,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":97,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":82,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":131,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":57,"\u4e7e":95,"\u4e86":[95,99],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":107,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":108,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":98,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":98,"\u4e8c\u7ef4\u77e9\u9635":130,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":95,"\u4e8c\u8fdb\u5236":129,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":107,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":107,"\u4e94\u661f\u7ea7":95,"\u4ea4\u4e92\u7684\u65b9\u6cd5":107,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":123,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":123,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":123,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":124,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":124,"\u4ea4\u53c9\u7f16\u8bd1raspberri":125,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":123,"\u4ea4\u901a":95,"\u4ea4\u901a\u4fbf\u5229":95,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[123,124],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":89,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec0\u4e48\u662f":99,"\u4ec5\u4ec5\u4f7f\u7528":57,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":55,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":101,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":101,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":114,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":123,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":110,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":131,"\u4ece":[75,83,108],"\u4ece0\u5230num":119,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":110,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":97,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":108,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":87,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":95,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":131,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":124,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":123,"\u4ece\u6e90\u7801\u7f16\u8bd1":90,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":101,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":83,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":131,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":54,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":97,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":110,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":95,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":129,"\u4ececmake":123,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ecestart":119,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":100,"\u4ed4\u7ec6\u89c2\u5bdf":130,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":58,"\u4ed6\u4eec\u5206\u522b\u662f":95,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":99,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":95,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":130,"\u4ed6\u662f\u5c06":58,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":57,"\u4ee3\u66ff":114,"\u4ee3\u7801\u4e2d9":95,"\u4ee3\u7801\u53c2\u8003":110,"\u4ee3\u7801\u5982\u4e0b":[85,86,87,98],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":100,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":57,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":107,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":102,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":114,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":55,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5":86,"\u4ee5\u4e0a":[100,123],"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":98,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":99,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":89,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":115,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":100,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":131,"\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":129,"\u4ee5\u4e0b\u7b80\u79f0rnn":54,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":89,"\u4ee5\u4f7f\u7528":123,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":87,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":110,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":101,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":101,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":99,"\u4ee5\u53ca":[54,99,101],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":98,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":99,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":94,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":125,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":102,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":97,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":101,"\u4ee5\u53caandroid":123,"\u4ee5\u53caandroid\u6240\u9700":123,"\u4ee5\u53cagcc":88,"\u4ee5\u53canumpi":35,"\u4ee5\u53carelu":101,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":123,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":124,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":55,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[123,124,125],"\u4ee5\u793a\u533a\u5206":[54,55],"\u4ee5\u8f93\u51fa":85,"\u4ee5\u9017\u53f7":129,"\u4ee5\u9017\u53f7\u95f4\u9694":119,"\u4ee5eigentensor\u4e3a\u4f8b":103,"\u4ee5embedding\u5c42\u4e3a\u4f8b":87,"\u4ee5lstm\u4e3a\u4f8b":86,"\u4ef7\u683c":95,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":111,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":110,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":54,"\u4f18\u5316\u540e":54,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":101,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":107,"\u4f1a\u4ee5":[54,55],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":54,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":55,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":114,"\u4f1a\u5171\u4eab\u53c2\u6570":87,"\u4f1a\u5173\u8054\u53c2\u6570":86,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":110,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":119,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":95,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":114,"\u4f1a\u5728":[55,104],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":104,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":55,"\u4f1a\u5927\u4e0d\u76f8\u540c":110,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":85,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":97,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":57,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":97,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":85,"\u4f1a\u5f15\u5165":55,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":97,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":107,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":110,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":55,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":85,"\u4f1a\u62a5\u9519":97,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":55,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":54,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":107,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":57,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":101,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":55,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":100,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":88,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":55,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":114,"\u4f1a\u88ab":110,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":97,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":100,"\u4f20\u5165":[2,35],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":87,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":119,"\u4f46":58,"\u4f46\u4e0d\u66b4\u9732":58,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":101,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":119,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":95,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":95,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":97,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":88,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":75,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":95,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":85,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":75,"\u4f46\u662f":[85,95],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":58,"\u4f46\u662f\u5728mkl":55,"\u4f46\u662f\u5728paddlepaddle\u4e2d":55,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":118,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":95,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":110,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":100,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":55,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":121,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":55,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":85,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":99,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":57,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":107,"\u4f46\u662fbatch":85,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,92],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,92],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":91,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":102,"\u4f46eigen":103,"\u4f4d\u7f6e":95,"\u4f4f":95,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":95,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":98,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":102,"\u4f5c\u4e3a\u53c2\u6570\u7684id":87,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":55,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":97,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":57,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":88,"\u4f5c\u4e3a\u8f93\u51fa":98,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":95,"\u4f5c\u7528":94,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":130,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":131,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":129,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":130,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":131,"\u4f60\u53ef\u4ee5\u4f7f\u7528":130,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":121,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":130,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":130,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":129,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":130,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":130,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":104,"\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":101,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":121,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":101,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":101,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":131,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":82,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":101,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":110,"\u4f7f\u7528":[55,58,75,85,86,87,95,97,98,101,107,108,119,123,131],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":121,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":121,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":130,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":121,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":121,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":101,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":85,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":113,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":104,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":87,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":92,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":129,"\u4f7f\u7528\u52a8\u6001\u5e93":57,"\u4f7f\u7528\u53c2\u6570":[88,110],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":123,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":85,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":85,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":129,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":98,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":107,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":114,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":113,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":102,"\u4f7f\u7528\u6587\u6863":102,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":85,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":58,"\u4f7f\u7528\u6848\u4f8b":120,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":110,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":55,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":58,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":119,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":97,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":130,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":119,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":119,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":87,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":95,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":101,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":57,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":129,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":58,"\u4f7f\u7528c99\u505a\u63a5\u53e3":57,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":57,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":57,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":119,"\u4f7f\u7528cmake\u7684\u8bdd":107,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":121,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":121,"\u4f7f\u7528docker":89,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":89,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":90,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":99,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":104,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":88,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":123,"\u4f7f\u7528init":121,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":95,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":95,"\u4f7f\u7528model":121,"\u4f7f\u7528openblas\u7684\u955c\u50cf":89,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":123,"\u4f7f\u7528paddlepaddl":131,"\u4f7f\u7528pip\u5b89\u88c5":90,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":119,"\u4f7f\u7528regress":75,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":57,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":57,"\u4f7f\u7528void":57,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":87,"\u4f86":95,"\u4f8b\u5982":[2,35,57,58,75,85,86,88,92,95,98,101,108,114,118,119,121,130,131],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":107,"\u4f8b\u5982\u4f7f\u7528":85,"\u4f8b\u5982\u5728deepspeech2":54,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":57,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":57,"\u4f8b\u5982\u5bf9\u4e8epython":57,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":95,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":95,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":95,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":85,"\u4f8b\u5982c":57,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":57,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":114,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":57,"\u4f8b\u5982python\u7684":57,"\u4f8b\u5982rnn":54,"\u4f8b\u5982sigmoid":101,"\u4f8b\u5982sigmoid\u53d8\u6362":131,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":110,"\u4f8b\u5b50\u4e2d\u662f":101,"\u4f8b\u5b50\u4e2d\u662f0":101,"\u4f8b\u5b50\u4e2d\u662f100":101,"\u4f8b\u5b50\u4e2d\u662f4096":101,"\u4f8b\u5b50\u4e2d\u662f8192":101,"\u4f8b\u5b50\u4e2d\u662ffc":101,"\u4f8b\u5b50\u4e2d\u662fsoftmax":101,"\u4f9bpaddlepaddle\u52a0\u8f7d":119,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":102,"\u4f9d\u6b21\u7c7b\u63a8":75,"\u4f9d\u8d56":[88,91],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":89,"\u4f9d\u8d56libpython2":88,"\u4fbf\u5229":95,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":95,"\u4fbf\u5b9c":95,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":57,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":119,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":87,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":119,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":119,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":130,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":100,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":111,"\u4fee\u590d\u6240\u6709bug\u540e":75,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":75,"\u4fee\u590dubuntu":75,"\u4fee\u6539":[55,75,113],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":113,"\u4fee\u6539\u6210":75,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":108,"\u4fee\u6539\u6587\u6863":105,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[95,100],"\u503c\u5f97\u6df1\u5165\u5206\u6790":108,"\u503c\u7c7b\u578b":121,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":87,"\u5047\u8bbe":101,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":89,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":101,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":85,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":129,"\u504f\u7f6e\u53c2\u6570":130,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":101,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":103,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":75,"\u505a\u63a5\u53e3":57,"\u505a\u68af\u5ea6\u68c0\u6d4b":102,"\u505a\u68c0\u67e5":102,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":119,"\u505c\u7535":95,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":107,"\u5143\u7d20":94,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":94,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":54,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":107,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":54,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":58,"\u5148\u627e\u51fa\u53c2\u6570":86,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":82,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":107,"\u5148\u8c03\u7528initializer\u51fd\u6570":131,"\u514b\u9686\u4e0b\u9762":125,"\u5168\u5bb6":95,"\u5168\u8fde\u63a5\u5c42":129,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":101,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":130,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":101,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":101,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":101,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":101,"\u516c\u5f0f":89,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":102,"\u5171\u4eab\u5185\u5b58":55,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":54,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":102,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":114,"\u5171\u670932":129,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":102,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":95,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":100,"\u5173\u4e8eavx":89,"\u5173\u4e8eeigen":103,"\u5173\u4e8elstm":86,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":92,"\u5173\u4e8eunbound":97,"\u5173\u952e\u8bcd\u5305\u62ec":100,"\u5176\u4e2d":[2,57,75,85,87,92,98,101,107,123,125,129,130],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":130,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":110,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":124,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":124,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":124,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":131,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":94,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":130,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":119,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":119,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":92,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":103,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":99,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":85,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":85,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":58,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":131,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":121,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":75,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":88,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[123,124],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":98,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":101,"\u5176\u4f59\u884c\u662f":129,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":131,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":107,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":131,"\u5176\u5b83layer\u7684\u8f93\u51fa":97,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":85,"\u5176\u6b21":[2,95,131],"\u5176\u8bf4\u660e\u5982\u4e0b":95,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":54,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":98,"\u5176name\u7531\u53c2\u6570":86,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[58,85],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":99,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":58,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,85,101],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":55,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":97,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[54,55],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":108,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":82,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":131,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":55,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":82,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":130,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,58,100],"\u5177\u4f53\u8bf7\u89c1":100,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":95,"\u5185":98,"\u5185\u5b58":108,"\u5185\u5b58\u4e0d\u8db3":83,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":119,"\u5185\u5bb9":[102,131],"\u5185\u5bb9\u5982\u4e0b":113,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":95,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":114,"\u5185\u90e8":114,"\u5185\u90e8\u5b58\u50a8":55,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":57,"\u518d\u4ee5":102,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":87,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":57,"\u518d\u57fa\u4e8e":75,"\u518d\u5b89\u88c5":[82,91],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":95,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":95,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":95,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":110,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":107,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":54,"\u518d\u6307\u5b9a":88,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":107,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":108,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":107,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":101,"\u518d\u901a\u8fc7\u51fd\u6570":114,"\u5199\u4ee3\u7801":57,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":101,"\u5199\u7684":107,"\u51c6\u5907":95,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":110,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":115,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":110,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":85,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":85,"\u51cf\u5c0fbatch":85,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":110,"\u51fa\u53bb\u73a9":95,"\u51fa\u5dee":95,"\u51fa\u6765":95,"\u51fa\u73b0":82,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":87,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":86,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[82,91],"\u51fd\u6570":[2,54,55,98,101,107,108],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":102,"\u51fd\u6570\u5047\u8bbe":98,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":108,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":97,"\u51fd\u6570\u540d":107,"\u51fd\u6570\u540d\u4e3a":58,"\u51fd\u6570\u547d\u540d":57,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":102,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":107,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":101,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":101,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":97,"\u51fd\u6570\u603b\u65f6\u95f4":107,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":101,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":108,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":101,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":101,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":107,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":107,"\u51fd\u6570\u91cc\u5b9e\u73b0":102,"\u5206\u4e3a\u597d\u8bc4":131,"\u5206\u522b\u4e3a":129,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":97,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":55,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":95,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":97,"\u5206\u522b\u662f":94,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":98,"\u5206\u522b\u662fsentences\u548clabel":95,"\u5206\u522b\u662fwords\u548clabel":95,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":101,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":95,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u901a\u5e38\u4f1a\u901a\u8fc7api\u6216\u8005\u73af\u5883\u53d8\u91cf\u63d0\u4f9b\u4efb\u52a1\u8fd0\u884c\u9700\u8981\u7684\u53c2\u6570":110,"\u5206\u5e03\u5f0f\u8bad\u7ec3":105,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":110,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[75,100],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":75,"\u5206\u652f\u4e0a":100,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":100,"\u5206\u652f\u4e2d":75,"\u5206\u652f\u4e3a\u5f00\u53d1":75,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":75,"\u5206\u652f\u4e3a\u7a33\u5b9a":75,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":75,"\u5206\u652f\u5408\u5165":75,"\u5206\u652f\u5408\u5165master\u5206\u652f":75,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":75,"\u5206\u652f\u540d":100,"\u5206\u652f\u540d\u4e3a":75,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":75,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":75,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":102,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":75,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":75,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":123,"\u5206\u652f\u89c4\u8303":100,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":108,"\u5206\u7247":34,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":130,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":129,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":129,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":129,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":119,"\u5206\u9694":129,"\u5207\u6362\u5230":100,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":100,"\u5217\u540d":107,"\u5217\u8868\u5982\u4e0b":[2,92],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":101,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":88,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":124,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":119,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":119,"\u5219\u53ef\u8bbe\u7f6e":[123,124,125],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":131,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":110,"\u5219\u5ffd\u7565":34,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":119,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":108,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":119,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5219\u8bbe\u7f6e\u6210":[123,125],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":85,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":124,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":88,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":110,"\u521b\u5efa":55,"\u521b\u5efa\u4e00\u4e2a":93,"\u521b\u5efa\u4e00\u4e2akubernet":114,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":100,"\u521b\u5efa\u6210\u529f\u540e":114,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":115,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":101,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":101,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":119,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":129,"\u521d\u59cb\u5316\u7236\u7c7b":101,"\u521d\u59cb\u5316biases_":101,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":97,"\u5220\u9664":100,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":124,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":85,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":131,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":85,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":97,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":131,"\u5229\u843d":95,"\u522b\u4eba\u5e2e\u4e86\u5fd9":100,"\u522b\u5fd8\u4e86":99,"\u5230":[34,82,98],"\u5230\u672c\u5730":100,"\u5230\u6b64":102,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":114,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":114,"\u5237\u7259":95,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":114,"\u524d\u53f0":95,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":54,"\u524d\u5411\u4f20\u64ad":101,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":101,"\u524d\u5411\u548c\u540e\u5411":101,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":102,"\u524d\u8005\u5728":85,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":102,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":85,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":102,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":100,"\u524d\u9700\u8981\u5b89\u88c5":107,"\u524d\u9988":110,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":75,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":101,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":131,"\u52a0\u5165":108,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":98,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":98,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":87,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":87,"\u52a0\u8f7dtest":119,"\u52a0\u901f\u7f16\u8bd1":88,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":85,"\u52a8\u6001\u5e93":57,"\u52a9\u624b":101,"\u5305":107,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":129,"\u5305\u542b3\u4e2a\u5c5e\u6027":129,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":58,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":88,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":110,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":110,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":107,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":102,"\u5305\u62ec":[35,54,55,110,119,131],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":85,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ec\u751f\u6210cpu":88,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":92,"\u5305\u62ec\u7b80\u5355\u7684":131,"\u5305\u62ecbool":121,"\u5305\u62eclinux":123,"\u5305\u62ecmkl":55,"\u5305\u7684\u65b9\u6cd5\u662f":82,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":95,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":95,"\u5341\u4e00":95,"\u534e\u6da6\u4e07\u5bb6":95,"\u534f\u540c\u5b8c\u6210releas":75,"\u5355\u4e2a\u503c":35,"\u5355\u4f4d\u662fmb":119,"\u5355\u5143\u6d4b\u8bd5":[99,103],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":82,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":102,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":99,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":118,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":95,"\u5355\u53cc\u5c42rnn":96,"\u5355\u5c42":97,"\u5355\u5c42\u4e0d\u7b49\u957frnn":95,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":95,"\u5355\u5c42\u5e8f\u5217":94,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":94,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":94,"\u5355\u5c42\u6216\u53cc\u5c42":94,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u5355\u5c42rnn":[95,97],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":95,"\u5355\u673acpu\u8bad\u7ec3":85,"\u5355\u673agpu\u8bad\u7ec3":85,"\u5355\u6b65\u51fd\u6570":98,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":98,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":98,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":98,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":102,"\u5355\u70b9\u6545\u969c":34,"\u5355\u7eaf\u7684":107,"\u5355\u8fdb\u5355\u51fa":97,"\u5360\u4f4d\u7b26":129,"\u5360\u7528\u4e8617":107,"\u536b\u751f":95,"\u5373":[58,85,86,102,104,114,131],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":95,"\u5373\u4e0d\u5141\u8bb8\u5728":102,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":95,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":95,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":95,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":95,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":95,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":95,"\u5373\u4f7f\u7528":[58,86],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":119,"\u5373\u4f7fc":58,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":58,"\u5373\u4fbf\u662f":99,"\u5373\u4fbf\u8bbe\u7f6e":82,"\u5373\u4fbfpaddl":58,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":97,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":98,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":97,"\u5373\u53ef":100,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":85,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":123,"\u5373\u53ef\u5728":125,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":91,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":89,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":107,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":107,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":95,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":85,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,92],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":58,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":131,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":95,"\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":95,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":103,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":97,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":95,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":94,"\u5373\u6574\u6570\u6570\u7ec4":95,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":95,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":95,"\u5373\u66b4\u9732":58,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":95,"\u5373\u7f51\u5361\u540d":114,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":55,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":85,"\u5373\u8bbe\u7f6e":85,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":89,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":57,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":87,"\u5373input":97,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":95,"\u5377\u79ef\u5c42\u6743\u91cd":130,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":131,"\u5378\u8f7dpaddlepaddle\u5305":82,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":103,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":95,"\u539f\u56e0":100,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":82,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":100,"\u539f\u6765\u7684\u65b9\u6848":55,"\u53bb\u8fc7":95,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,23,25,28,57,85,99,101,114,118,129,130],"\u53c2\u6570\u4e3a":102,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":87,"\u53c2\u6570\u540d":130,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":110,"\u53c2\u6570\u6570\u91cf":131,"\u53c2\u6570\u670d\u52a1\u5668":[110,118],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":110,"\u53c2\u6570\u670d\u52a1\u5668\u4e5f\u4e0d\u4f1a\u7b49\u5f85\u8ba1\u7b97\u8282\u70b9\u5168\u90e8\u90fd\u63d0\u4ea4\u68af\u5ea6\u4e4b\u540e\u624d\u5f00\u59cb\u4e0b\u4e00\u6b65":110,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":110,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":119,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":119,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":119,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":119,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":119,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":85,"\u53c2\u6570\u6982\u8ff0":120,"\u53c2\u6570\u7684\u89e3\u6790":114,"\u53c2\u6570\u7ef4\u5ea6":129,"\u53c2\u6570\u884c":129,"\u53c2\u6570\u8bbe\u7f6e":84,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":95,"\u53c2\u6570\u8bf4\u660e":110,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":89,"\u53c2\u6570\u8f93\u5165":85,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":98,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":100,"\u53c2\u8003":[44,57,89],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":108,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":95,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":110,"\u53c2\u8003\u955c\u50cf\u7684":114,"\u53c8":95,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":55,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":94,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":85,"\u53ca":101,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":98,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53cc\u5c42":97,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":95,"\u53cc\u5c42\u5e8f\u5217":94,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":94,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":95,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":94,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":97,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":94,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":94,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":95,"\u53cc\u5c42rnn":97,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":95,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":95,"\u53cc\u8fdb\u5355\u51fa":97,"\u53cc\u8fdb\u53cc\u51fa":97,"\u53cd\u5411\u4f20\u64ad":101,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":101,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":102,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":102,"\u53cd\u5411op\u7c7b":102,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":102,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":102,"\u53d1\u5e03\u5230dockerhub":75,"\u53d1\u5e03\u5230github":75,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":85,"\u53d1\u884c\u548c\u7ef4\u62a4":100,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":119,"\u53d6\u503c\u76f8\u540c\u7684layer":86,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":92,"\u53d6\u51b3\u4e8e":102,"\u53d8\u6362\u77e9\u9635":101,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":55,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":95,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":131,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":125,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":108,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":85,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":121,"\u53e6\u5916":[95,99],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":130,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":91,"\u53ea\u4f5c\u4e3aread":97,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":119,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":88,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":130,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":95,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":131,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":58,"\u53ea\u6709":95,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":129,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":90,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":119,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":97,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":86,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":121,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":86,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":57,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":95,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":85,"\u53ea\u8bfbmemory\u8f93\u5165":97,"\u53ea\u9488\u5bf9\u5185\u5b58":85,"\u53ea\u9700\u4e2d\u65ad":111,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":111,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":98,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5":[89,95,100,104],"\u53ef\u4ee5\u4ece":89,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":91,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":87,"\u53ef\u4ee5\u4f7f\u7528":[87,110],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":91,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":87,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":87,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":119,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":114,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":85,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":113,"\u53ef\u4ee5\u521b\u5efa\u975e":102,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":89,"\u53ef\u4ee5\u53c2\u8003":[89,95,98,99,100,114],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":83,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":129,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":92,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":103,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":108,"\u53ef\u4ee5\u5728":[88,111],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":57,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":114,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":100,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":110,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":103,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06cmake":107,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":97,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":102,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":89,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":108,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":99,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":89,"\u53ef\u4ee5\u6267\u884c":[82,91],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":104,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":88,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":99,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":88,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":95,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":88,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":88,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[94,97],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":97,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":110,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":101,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":97,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":107,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":97,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":119,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u67e5\u770b":114,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":113,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":121,"\u53ef\u4ee5\u7528":[44,99],"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":100,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":108,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":94,"\u53ef\u4ee5\u770b\u51fa":110,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":107,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":108,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":75,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":85,"\u53ef\u4ee5\u8054\u7cfbop":83,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":83,"\u53ef\u4ee5\u88c5\u7684\u662f":99,"\u53ef\u4ee5\u8bbe\u7f6e":[107,123,124,125],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":86,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":103,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":92,"\u53ef\u4ee5\u8fd0\u884c":110,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":88,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":121,"\u53ef\u4ee5\u901a\u8fc7":100,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":98,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":89,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":131,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":107,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[82,91],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":124,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":124,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":121,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":131,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":114,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":85,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":87,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":108,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":99,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":102,"\u53ef\u8bbe\u7f6e":[123,124],"\u53ef\u8bbe\u7f6e\u4e3a":124,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":124,"\u53ef\u9009":[2,88,101,110],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":88,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":86,"\u53f3\u8fb9\u662f":130,"\u5403":95,"\u5403\u996d":95,"\u5404\u65b9\u9762":95,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":54,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":102,"\u5408":95,"\u5408\u7406":95,"\u540c\u4e00\u6b21\u524d\u5411":54,"\u540c\u65f6":[54,55,82,85,108],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":88,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":85,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":100,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":97,"\u540c\u65f6\u4f1a\u5f00\u542fintel":55,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":131,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":130,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":131,"\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":108,"\u540c\u65f6\u518d\u5c06":75,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":55,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":85,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":87,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":99,"\u540c\u65f6\u63d0\u8d77":75,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":55,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":121,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":85,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":85,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":92,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":119,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":97,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":102,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":119,"\u540c\u7406":102,"\u540d\u5b57\u4fee\u9970":57,"\u540d\u79f0":131,"\u540e":[87,88,100,114,123,124,125],"\u540e\u5411":54,"\u540e\u5411\u4f20\u64ad":101,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":101,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":54,"\u540e\u7f00\u4e3a":110,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":85,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":85,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":102,"\u540e\u8005\u7ee7\u627f\u81ea":102,"\u540e\u9988":110,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411\u91cfenable_parallel_vector":118,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":75,"\u5417":99,"\u5426\u5219":[1,102,123,125],"\u5426\u5219\u4f1a\u628a":100,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":119,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":119,"\u5426\u5219\u4f7f\u7528gpu":121,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":98,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":57,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":111,"\u542b\u4e49":[107,130],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":101,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":101,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":101,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":111,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":114,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":119,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":119,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":115,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":119,"\u5440":95,"\u5468\u56f4":95,"\u547d\u4ee4\u4e3a":[82,113],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":113,"\u547d\u4ee4\u5220\u9664":[123,124,125],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":88,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":131,"\u547d\u4ee4\u65f6":123,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":99,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":99,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":99,"\u547d\u4ee4\u884c\u4e2d\u7684":107,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":131,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":88,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":111,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":99,"\u547d\u540d\u4e3a":100,"\u547d\u540d\u89c4\u8303":102,"\u547d\u540d\u8bf7\u9075\u5b88":102,"\u548c":[35,54,55,57,58,75,85,86,87,88,95,98,99,100,101,102,103,104,107,108,110,111,121,123,125,129,131],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":95,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,92],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":102,"\u548c\u4e2d\u6587\u6587\u6863":104,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":85,"\u548c\u504f\u7f6e\u5411\u91cf":101,"\u548c\u5185\u5b58":99,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":94,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":107,"\u548c\u5dee\u8bc4":131,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":94,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":110,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":98,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":99,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":55,"\u548c\u68af\u5ea6\u622a\u65ad":131,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":95,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u548c\u90e8\u5206layer":97,"\u548cpool":94,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":110,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":130,"\u54c1\u8d28":95,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u54ea\u4e9b\u4e0d\u662f":95,"\u5546\u52a1":95,"\u554a":95,"\u5668":131,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,92],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":101,"\u56e0\u4e3a\u53c2\u6570":121,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":98,"\u56e0\u4e3a\u5b83\u6bd4":98,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":114,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":99,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":99,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":107,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3ac":107,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":82,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":57,"\u56e0\u6b64":[1,2,54,95,97,101,123],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":95,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":129,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":103,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":103,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":95,"\u56e0\u6b64\u5f53":123,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":101,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":118,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":130,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":82,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":130,"\u56fe\u50cf\u5206\u7c7b":75,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":130,"\u56fe\u8868":89,"\u5728":[2,54,55,58,75,94,95,98,99,100,102,107,110,124,130,131],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":113,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":101,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":110,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":107,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":119,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":95,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":102,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":113,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":131,"\u5728\u4e4b\u540e\u7684":85,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":89,"\u5728\u4efb\u610f\u65f6\u95f4\u67d0\u4e00\u53f0\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u7684\u53c2\u6570\u53ef\u80fd\u6bd4\u53e6\u4e00\u53f0\u8981\u66f4\u65b0":110,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":110,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":110,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":110,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":92,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":75,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":101,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":103,"\u5728\u51c6\u5907\u53d1\u8d77":100,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u51fd\u6570":114,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":119,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":119,"\u5728\u521b\u5efaparameters\u540e":87,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":95,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":119,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":119,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":95,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":85,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":95,"\u5728\u542f\u52a8job\u4e4b\u524d":114,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":107,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":100,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":119,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":110,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":92,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":92,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":55,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":58,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":86,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":89,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":114,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":114,"\u5728\u5bf9\u5e94\u7684":54,"\u5728\u5c42\u4e2d\u6307\u5b9a":121,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":54,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":97,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f02\u6b65sgd\u4e2d":110,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":58,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":101,"\u5728\u5f97\u5230":114,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":98,"\u5728\u6267\u884c\u65f6":103,"\u5728\u63d0\u4ea4":100,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":92,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":131,"\u5728\u6709\u666e\u901a\u7684cpu":55,"\u5728\u672c\u4f8b\u4e2d":[95,100,121],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":98,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u672c\u793a\u4f8b\u4e2d":95,"\u5728\u672c\u8282\u4e2d":98,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":119,"\u5728\u6837\u4f8b\u4e2d":58,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":131,"\u5728\u6b64":[118,121],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":131,"\u5728\u6b64\u611f\u8c22":129,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":98,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":95,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":98,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":114,"\u5728\u6d4b\u8bd5\u9636\u6bb5":119,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":130,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":100,"\u5728\u751f\u6210\u65f6":98,"\u5728\u7528\u6237\u4f7f\u7528c":58,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":87,"\u5728\u76f8\u5e94layer\u7684":86,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":110,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u7ec4\u5408\u65f6":92,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[123,125],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":101,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":94,"\u5728\u8bad\u7ec3\u4e2d":98,"\u5728\u8bad\u7ec3\u4e4b\u524d":114,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":129,"\u5728\u8bad\u7ec3\u65f6":113,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":55,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":114,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":119,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[123,124,125],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":75,"\u5728\u8be5\u793a\u4f8b\u4e2d":87,"\u5728\u8be5\u914d\u7f6e\u76847":95,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":131,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":108,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":97,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":107,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":103,"\u5728\u8fd9\u4e2a":75,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[101,113],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":95,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":57,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":108,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":98,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":75,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":58,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":58,"\u5728\u8fd9\u4e9blayer\u4e2d":95,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":103,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":103,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[98,101],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":97,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":113,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":114,"\u5728\u8fd9\u91cc":97,"\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":101,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":103,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":103,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":110,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":92,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":130,"\u5728\u91c7\u7528sgd":87,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":55,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":54,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":121,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":85,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":123,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":123,"\u5728batch":54,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":82,"\u5728c":57,"\u5728c\u7684\u5934\u6587\u4ef6":57,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[123,124],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":88,"\u5728eigen\u4e2d":103,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":124,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":124,"\u5728main":107,"\u5728packing\u4e0a\u7684\u8017\u65f6":54,"\u5728paddl":114,"\u5728paddle\u4e2d":121,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":35,"\u5728paddlepaddle\u4e2d":[92,97],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":86,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":86,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":95,"\u5728paramet":34,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":102,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":54,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":97,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":97,"\u5728trainer":121,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":110,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":95,"\u5730\u7406\u4f4d\u7f6e":95,"\u5730\u94c1\u7ad9":95,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":58,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":130,"\u5747\u5300\u5206\u5e03":87,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":119,"\u5747\u662f\u5728":58,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":95,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":95,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":97,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,131],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":93,"\u57fa\u672c\u76f8\u540c":129,"\u57fa\u7c7b":102,"\u586b\u5199":100,"\u589e\u52a0":102,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":113,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":102,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":121,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":101,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":108,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":131,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":97,"\u5907\u6ce8":108,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":108,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":95,"\u5916\u5c42outer_step\u4e2d":95,"\u5916\u90e8\u5b58\u50a8":55,"\u591a\u4e2a\u503c":35,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":85,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":85,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":131,"\u591a\u4e2aip\u4f7f\u7528":110,"\u591a\u4e2aparamet":34,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":97,"\u591a\u673a\u8bad\u7ec3":85,"\u591a\u6b21\u8c03\u7528":54,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":97,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":101,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":101,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":101,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":57,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":99,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":89,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":85,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":99,"\u5927\u90e8\u5206":107,"\u5929":95,"\u5929\u4e00\u5e7f\u573a":95,"\u5929\u4e00\u9601":95,"\u5934\u4fe1\u606f\u4e2d":87,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":101,"\u5934\u6587\u4ef6\u5982\u4e0b":101,"\u597d":95,"\u597d\u5403":95,"\u597d\u8bc4":131,"\u5982":[2,98,100,102,121],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":103,"\u5982\u4e0b":[2,110],"\u5982\u4e0b\u56fe\u6240\u793a":[95,108],"\u5982\u4e0b\u6240\u793a":[121,130],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":131,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":105,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":105,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":131,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u6709":102,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":101,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":130,"\u5982\u679c\u4e0d\u4e3a0":119,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":110,"\u5982\u679c\u4e0d\u4f7f\u7528docker":88,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":88,"\u5982\u679c\u4e0d\u5207\u8bcd":131,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":104,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":107,"\u5982\u679c\u4e0d\u6536\u655b":87,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":55,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":119,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":88,"\u5982\u679c\u4e3afals":119,"\u5982\u679c\u4e3atrue":[2,119],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":88,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":100,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":91,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":119,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":98,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":121,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":119,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":124,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[123,125],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":98,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":101,"\u5982\u679c\u4f7f\u7528":129,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":88,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":88,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":57,"\u5982\u679c\u5173\u95edmkl":88,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":82,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":85,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":129,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":83,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":110,"\u5982\u679c\u5728\u4f7f\u7528mkl":55,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":91,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":119,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":119,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":119,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":87,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":102,"\u5982\u679c\u5931\u8d25":75,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":55,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":85,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":114,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":110,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":83,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":89,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":89,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":88,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":99,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":89,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":108,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":88,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":108,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":108,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":103,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":95,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":108,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":99,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":108,"\u5982\u679c\u6267\u884c\u6210\u529f":130,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":85,"\u5982\u679c\u63d0\u793a\u6b63\u786e":104,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":83,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":97,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":97,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":100,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":75,"\u5982\u679c\u672a\u8bbe\u7f6e":119,"\u5982\u679c\u672a\u8bbe\u7f6egpu":121,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":58,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":58,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":58,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":108,"\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":119,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":89,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":97,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":100,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":119,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":99,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":86,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":129,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":87,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":57,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":99,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":108,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":111,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":82,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[82,91],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[82,91],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":99,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":101,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":98,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":75,"\u5982\u679c\u8981\u542f\u7528gpu":110,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":100,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":100,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":87,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":87,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":119,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":100,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":57,"\u5982\u679c\u8f93\u51fa\u662fno":89,"\u5982\u679c\u8fd0\u884c":82,"\u5982\u679c\u8fd0\u884c\u6210\u529f":130,"\u5982\u679c\u8fd8\u4e0d\u884c":82,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[91,93],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":101,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":101,"\u5982\u679c\u9700\u8981\u83b7\u53d6":91,"\u5982\u679ccuda":102,"\u5982\u679clearning_rate\u592a\u5927":87,"\u5982\u679clearning_rate\u592a\u5c0f":87,"\u5982\u679cmkl":55,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":102,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":102,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":82,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":124,"\u5982\u679cparamet":34,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":100,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":85,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":100,"\u5982\u9ad8\u4eae\u90e8\u5206":108,"\u5982train":110,"\u5b50":95,"\u5b50\u53e5":97,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":97,"\u5b50\u76ee\u5f55":99,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":55,"\u5b57\u5178\u5171\u5305\u542b":129,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":129,"\u5b57\u6bb5\u4e2d":114,"\u5b57\u6bb5\u4e3a\u4f8b":85,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":114,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":114,"\u5b57\u6bb5\u8bbe\u4e3a":75,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":99,"\u5b66\u4e60\u6210\u672c\u9ad8":57,"\u5b66\u4e60\u7387\u4e3a":87,"\u5b81\u6ce2":95,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":55,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":130,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":101,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":101,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":55,"\u5b83\u53eb\u505a":98,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":111,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":100,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":108,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":101,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":98,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":98,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":111,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":130,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":86,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":93,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":101,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":95,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":95,"\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":111,"\u5b83\u7684":98,"\u5b83\u7684\u529f\u80fd\u662f":102,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":94,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":101,"\u5b83\u8868\u793a":99,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":55,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":101,"\u5b89\u6392":95,"\u5b89\u88c5":107,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":93,"\u5b89\u88c5\u540e":89,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":58,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":104,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":104,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[110,124],"\u5b89\u88c5\u5b8c\u6bd5\u540e":107,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":99,"\u5b89\u88c5\u6587\u6863":92,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":110,"\u5b89\u88c5\u6d41\u7a0b":131,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":131,"\u5b89\u9759":95,"\u5b8c\u6210":100,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":97,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":114,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":89,"\u5b8c\u6210\u5b89\u88c5":91,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":55,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":55,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":94,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":92,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":85,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":87,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":101,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":98,"\u5b98\u65b9\u6587\u6863":88,"\u5b9a\u4e49":55,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":97,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":55,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":97,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":86,"\u5b9a\u4e49\u4f4d\u7f6e":102,"\u5b9a\u4e49\u5728\u5916\u5c42":97,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":119,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":98,"\u5b9a\u4e49\u7c7b\u578b":102,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":98,"\u5b9a\u4e49\u8f93\u5165":102,"\u5b9a\u4e49\u8f93\u51fa":102,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":98,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":98,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":92,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":95,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":55,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":101,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":98,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":101,"\u5b9e\u73b0\u5728":102,"\u5b9e\u73b0\u5bf9":103,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":102,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":101,"\u5b9e\u73b0\u7684":86,"\u5b9e\u73b0\u7b80\u5355":57,"\u5b9e\u73b0\u7ec6\u8282":101,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":101,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":101,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":97,"\u5b9e\u73b0\u8be5\u5c42\u7684c":101,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":86,"\u5b9e\u9645\u4e0a\u53ea\u6709":130,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":85,"\u5ba2\u6237":95,"\u5bb6":95,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":114,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":123,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":85,"\u5bbf\u4e3b\u673a\u7684c":[123,124,125],"\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":108,"\u5bf9":95,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,92],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,92],"\u5bf9\u4e8e":98,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":110,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":110,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":57,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":95,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":99,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":95,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":95,"\u5bf9\u4e8e\u53cc\u5c42rnn":95,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":57,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":95,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":54,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":89,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":57,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":57,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":54,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":107,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":101,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":55,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":110,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":95,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":95,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":54,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":58,"\u5bf9\u4e8e\u6bcf\u79cdc":58,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":131,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":98,"\u5bf9\u4e8eamazon":131,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":108,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":101,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":87,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":100,"\u5bf9\u5e94":124,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":97,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":97,"\u5bf9\u5e94\u4e8e\u5b57\u5178":129,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":102,"\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":131,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":54,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":101,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":101,"\u5bf9\u6bd4":57,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":54,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":54,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":102,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":101,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":100,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":100,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":131,"\u5bf9\u8c61":87,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":58,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":97,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":75,"\u5bf9\u9762":95,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,92],"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":55,"\u5bfb\u627epython\u4e0ec":107,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":58,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":85,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":85,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":85,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":82,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":87,"\u5c01\u88c5\u4e86":108,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":101,"\u5c06":[2,75,87,108,131],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":98,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":110,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":123,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":123,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":119,"\u5c06\u5176\u8bbe\u7f6e\u6210":85,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":95,"\u5c06\u542b\u6709\u5b50\u53e5":97,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":95,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":119,"\u5c06\u5927\u91cf\u7684":57,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":87,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":98,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":107,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":107,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":110,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":129,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":75,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":101,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":87,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":100,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":114,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":114,"\u5c06\u7528\u4e8epython":102,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":114,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":129,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":114,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":131,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":111,"\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":95,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":100,"\u5c06\u900f\u660e":111,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":85,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":89,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":114,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":75,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":115,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":87,"\u5c06recurr":86,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":55,"\u5c1a\u53ef":95,"\u5c31":95,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":88,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":107,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":89,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u6309":99,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":85,"\u5c31\u662f":95,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":108,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":131,"\u5c31\u8fd9\u4e48\u7b80\u5355":89,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":108,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":57,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":89,"\u5c3a\u5bf8":130,"\u5c3d\u65e9\u62a5\u9519":102,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":101,"\u5c42\u6743\u91cd":130,"\u5c42\u6b21\u5316\u7684rnn":97,"\u5c42\u7279\u5f81":130,"\u5c42\u7684\u540d\u79f0\u4e0e":98,"\u5c42\u7684\u5927\u5c0f":101,"\u5c42\u7684\u7279\u5f81":130,"\u5c42\u7684\u7c7b\u578b":101,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":98,"\u5c45\u7136":95,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":131,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":107,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":86,"\u5c5e\u6027":102,"\u5de5\u4f5c\u6a21\u5f0f":119,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":111,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":110,"\u5de5\u5177\u5408\u5e76fat\u5e93":124,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":104,"\u5de5\u5177\u6765\u7ba1\u7406":100,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":104,"\u5de5\u5177\u94fe":123,"\u5de5\u5177\u94fe\u7684android":123,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":107,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":130,"\u5de6\u8fb9\u662f":130,"\u5dee\u8bc4":131,"\u5df2\u6253\u5f00":100,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":119,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":108,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":102,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":97,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":97,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":94,"\u5e38\u5e38\u51fa\u73b0":82,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":131,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[123,124],"\u5e38\u89c1\u7684\u5305\u62ec":107,"\u5e72\u51c0":95,"\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":129,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e0d\u4fdd\u8bc1":101,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":95,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":114,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":95,"\u5e76\u4e0d\u96be":99,"\u5e76\u4e14":[2,98],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":89,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":103,"\u5e76\u4e14\u4f1a\u5199\u597d":55,"\u5e76\u4e14\u4f1a\u6839\u636e":123,"\u5e76\u4e14\u4f7f\u7528":58,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":95,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":121,"\u5e76\u4e14\u5305\u62ecunit":100,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":130,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":55,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":85,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":114,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":57,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":131,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":130,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":92,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":124,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":54,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":99,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":82,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":102,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":100,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":57,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":102,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":55,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":100,"\u5e76\u4e14\u8fd0\u884c":99,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":101,"\u5e76\u4e14cpu":102,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":87,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":111,"\u5e76\u4f7f\u7528\u4e86dropout":131,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":110,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":100,"\u5e76\u521b\u5efaoptim":92,"\u5e76\u521d\u59cb\u5316":102,"\u5e76\u5220\u9664":75,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":75,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":91,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":110,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":101,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":98,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":54,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":101,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":86,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":102,"\u5e76\u5b89\u88c5\u4e86python":82,"\u5e76\u5b89\u88c5\u6700\u65b0":91,"\u5e76\u5b89\u88c5\u6709python2":93,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":110,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":82,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":101,"\u5e76\u5c06":75,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":98,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":86,"\u5e76\u5c06c":58,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":89,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":55,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":113,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":83,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":110,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":91,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":57,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":54,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":102,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":102,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":93,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":129,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":91,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[123,125],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":110,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":110,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u89c2\u5bdf\u7ed3\u679c":108,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":102,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":100,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":92,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":75,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":131,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":75,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":102,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":107,"\u5e8a\u4e0a\u7528\u54c1":95,"\u5e8a\u57ab":95,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":94,"\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":97,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":94,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":97,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":97,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":94,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":85,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":98,"\u5e94\u7528\u6a21\u578b":131,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":100,"\u5e94\u8be5":95,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":98,"\u5e94\u8be5\u8bf4\u8c22\u8c22":100,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":99,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":87,"\u5e95\u5c42\u8fdb\u7a0b":111,"\u5efa\u7acb\u4e00\u4e2a":100,"\u5efa\u8bae":[75,90,100],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":119,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":58,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":100,"\u5f00\u53d1\u5206\u652f":91,"\u5f00\u53d1\u8005\u4f7f\u7528":99,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":75,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":75,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":75,"\u5f00\u53d1\u955c\u50cf":100,"\u5f00\u542f":88,"\u5f00\u5934":[54,55],"\u5f00\u5934\u7684\u90e8\u5206":110,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":110,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f00\u59cb\u6807\u8bb0":98,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":110,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":131,"\u5f00\u59cb\u9636\u6bb5":108,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":118,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":54,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":98,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":97,"\u5f3a\u70c8\u63a8\u8350":95,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":98,"\u5f53":121,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":101,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":87,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":98,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":87,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":101,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":95,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":110,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":110,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":110,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":131,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":131,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":75,"\u5f53\u53ea\u505a\u63a8\u65ad":54,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":119,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":119,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":87,"\u5f53\u5f00\u542f":55,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":107,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":114,"\u5f53\u6253\u5f00":55,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":55,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":119,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":131,"\u5f53\u6a21\u5f0f\u4e3a":119,"\u5f53\u7136":[89,108],"\u5f53\u7136\u53ef\u4ee5":99,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":55,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":58,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":86,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":55,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":101,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":98,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":119,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":121,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":103,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f53n1":85,"\u5f62\u6210recurr":97,"\u5f62\u6210recurrent\u8fde\u63a5":97,"\u5f62\u72b6":130,"\u5f88":[95,131],"\u5f88\u591a":[95,99],"\u5f88\u5b89\u9759":95,"\u5f88\u5e72\u51c0":95,"\u5f88\u65b9\u4fbf":95,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":108,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":83,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":57,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":95,"\u5f97\u4f7f\u7528":57,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":131,"\u5f97\u5230\u8f93\u51fa\u503c":102,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":97,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":98,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":98,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":98,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":98,"\u5faa\u73af\u7f51\u7edc\u4ece":98,"\u5fc5\u8981":58,"\u5fc5\u9009":110,"\u5fc5\u987b":101,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5206\u522b\u4e0e":55,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":95,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":97,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":98,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[123,124],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":124,"\u5fc5\u987b\u914d\u7f6e\u4e3a":125,"\u5feb":95,"\u6027\u4ef7\u6bd4":95,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":107,"\u6027\u80fd\u5206\u6790":108,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":108,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":108,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":99,"\u6027\u80fd\u8c03\u4f18":118,"\u6027\u80fdtip":[123,124],"\u603b\u4f53\u6765\u8bf4":95,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":129,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":89,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":108,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":91,"\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":108,"\u60a8\u53ef\u4ee5\u5728":89,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":89,"\u60a8\u53ef\u4ee5\u5bfc\u5165":108,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":115,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":108,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":110,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":98,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":108,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":108,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":108,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":108,"\u60c5\u611f\u5206\u6790":75,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":104,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":98,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":119,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":119,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":119,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":119,"\u611f\u89c9":95,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":114,"\u6210\u5458":102,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":110,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":101,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":108,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":58,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":55,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":92,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":101,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":113,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":114,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":131,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":55,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":55,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":110,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":54,"\u6211\u4eec\u4f1a\u628amkl":55,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[54,55],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":101,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":101,"\u6211\u4eec\u4f7f\u7528":101,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":92,"\u6211\u4eec\u4f7f\u7528\u4e86":95,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":57,"\u6211\u4eec\u4f7f\u7528paddl":110,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":130,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":121,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":103,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":55,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":92,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":113,"\u6211\u4eec\u53ea\u9700\u8981":99,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":95,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":131,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":100,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":99,"\u6211\u4eec\u53ef\u4ee5":99,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":107,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":92,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":98,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":54,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":92,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":103,"\u6211\u4eec\u53ef\u4ee5\u5728":100,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":107,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":92,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":92,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":94,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":107,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":97,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":107,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":114,"\u6211\u4eec\u5728":103,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":98,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":131,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":98,"\u6211\u4eec\u5c06":114,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":95,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":113,"\u6211\u4eec\u5c06\u4ee5":131,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":131,"\u6211\u4eec\u5c06\u4f7f\u7528":98,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":98,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":95,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":131,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":118,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":131,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":131,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":131,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":100,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":98,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":101,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":101,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":86,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":131,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":55,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":123,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[89,110],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":88,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":88,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":130,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":89,"\u6211\u4eec\u63d0\u4f9b\u4e86c":130,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":89,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":95,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":57,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":98,"\u6211\u4eec\u7684":99,"\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":129,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":100,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":95,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":95,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":100,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":94,"\u6211\u4eec\u8ba1\u5212\u5c06":54,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":55,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":103,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":113,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":98,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":95,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":102,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":95,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":54,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":114,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":131,"\u6211\u4eec\u9700\u8981":99,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":103,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":113,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":110,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":103,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":101,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":129,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":92,"\u6211\u5220\u9664\u4e86":100,"\u6211\u53ef\u4ee5\u7528":99,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":99,"\u6216":[2,108,124],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u6216\u4e00\u4e2a\u5411\u91cf":97,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u6216\u6700\u5927\u503c":94,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":94,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":94,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":110,"\u6216\u8005":[55,57,58,85,94,95,99,100,102,107,108],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[94,97],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":108,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":89,"\u6216\u8005\u53cd\u5411\u5730\u4ece":98,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":110,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":119,"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":34,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":118,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":95,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":108,"\u6216\u8005\u66f4\u65e9":87,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":95,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":130,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":85,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[123,125],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":85,"\u6216\u8005\u8fd0\u884c":82,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":121,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216activ":55,"\u6216gpu":119,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":85,"\u623f":95,"\u623f\u95f4":95,"\u6240\u4ee5":[2,55,85,89,107],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":55,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":86,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":85,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":113,"\u6240\u4ee5\u5728":55,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":95,"\u6240\u4ee5\u5bf9":95,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":110,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":108,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":114,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":55,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":91,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":95,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":91,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u6574\u4f53\u4e0a":55,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":55,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":86,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":101,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":55,"\u6240\u4f7f\u7528":124,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":123,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":95,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":58,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":100,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":119,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":111,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":55,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":123,"\u6240\u6709\u7684":[54,100,101],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":101,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":58,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":95,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":101,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":101,"\u6240\u6709\u76f8\u5173\u7684":54,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":58,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":101,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":98,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":131,"\u6240\u6709mkl":55,"\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":130,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":123,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":125,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":57,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":91,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":95,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":108,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":55,"\u6253\u5f00":108,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":104,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":58,"\u6267\u884c":[93,111],"\u6267\u884c\u4e0a\u8ff0":123,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":88,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":115,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":91,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":110,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":93,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":102,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":88,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":89,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[123,124,125],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":110,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":98,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":110,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[123,124,125],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":108,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":130,"\u627e\u5230":[88,98,110],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":83,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":108,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":108,"\u628a":[35,101],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":103,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":99,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":113,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":99,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":98,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":98,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":129,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":129,"\u62c6\u89e3":97,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":95,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":115,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":115,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":114,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":115,"\u62fc\u63a5":85,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":131,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":89,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":110,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":107,"\u6307\u5411\u4e00\u4e2alayer":97,"\u6307\u5b9a":[85,86,97,98],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":119,"\u6307\u5b9a\u4f7f\u75282":85,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":131,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":102,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":119,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":107,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":102,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":89,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":130,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":130,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":88,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":130,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":130,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":102,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":131,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":104,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":131,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":97,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":85,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":131,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":89,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":119,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":95,"\u6307\u5f00\u542fhttp\u670d\u52a1":107,"\u6307\u6d88\u9664\u74f6\u9888":107,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":119,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":119,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":119,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":119,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":119,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":119,"\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":119,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":119,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":114,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":99,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":86,"\u6309\u94ae":100,"\u633a":95,"\u633a\u597d":95,"\u6355\u83b7":131,"\u6362":95,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":94,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":92,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":92,"\u63a5\u4e0b\u6765":[102,131],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":108,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":108,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":100,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":100,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":131,"\u63a5\u4e0b\u6765\u7b49\u5f85":100,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":102,"\u63a5\u53e3":[57,58,102,103],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":103,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":58,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":130,"\u63a5\u53e3\u662f":35,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":103,"\u63a5\u53e3\u6709\u4e00\u4e2a":85,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":131,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":130,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":130,"\u63a5\u53e3\u7684":85,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236":119,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":55,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":55,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":101,"\u63a8\u8350":95,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":88,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":88,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":100,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":99,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":131,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":102,"\u63cf\u8ff0\u95ee\u9898":100,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":104,"\u63d0\u4ea4pull":100,"\u63d0\u4f9b":111,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":114,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":111,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":107,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":111,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":111,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":94,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":111,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":129,"\u63d0\u793a":82,"\u641c\u7d22\u4ee3\u7801\u5e93":104,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":92,"\u64cd\u4f5c":95,"\u64cd\u4f5c\u7cfb\u7edf":[91,99],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":125,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[96,97],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":110,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":123,"\u652f\u6301\u7684\u6700\u5c0fandroid":123,"\u652f\u6301\u7f16\u8bd1\u5668":123,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":114,"\u653e\u5fc3":95,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u6548\u679c\u5982\u4e0b":107,"\u6548\u679c\u603b\u7ed3":131,"\u6559\u7a0b":89,"\u6570":97,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":97,"\u6570\u636e":44,"\u6570\u636e\u4e2d0":87,"\u6570\u636e\u5206\u7247":110,"\u6570\u636e\u5217\u8868":130,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":129,"\u6570\u636e\u63d0\u4f9b\u5668":118,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":57,"\u6570\u636e\u8f93\u5165":97,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":131,"\u6570\u76ee":121,"\u6574\u4f53":95,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":95,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":114,"\u6574\u6570":101,"\u6574\u6570\u6807\u7b7e":[2,92],"\u6574\u6d01":95,"\u6587\u4ef6":[57,99,100,102,113],"\u6587\u4ef6\u4e2d":[102,114,130],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":130,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":130,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":102,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":102,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":102,"\u6587\u4ef6\u4e2d\u7684":130,"\u6587\u4ef6\u4e3a":85,"\u6587\u4ef6\u4e4b\u5916":100,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":130,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":57,"\u6587\u4ef6\u540d":107,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":110,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u547d\u540d\u4ee5":102,"\u6587\u4ef6\u59390":114,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":104,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u6587\u4ef6\u7684\u6539\u53d8":100,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":131,"\u6587\u4ef6model":121,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":89,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":131,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":131,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":131,"\u6587\u6863":82,"\u6587\u68631":103,"\u6587\u68632":103,"\u6587\u6863\u8f83\u5c11":103,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":104,"\u6587\u7ae0":114,"\u65b0":95,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":101,"\u65b0\u624b\u5165\u95e8":122,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":75,"\u65b0\u7248\u672c":55,"\u65b9\u4fbf":95,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":90,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":75,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":54,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":55,"\u65b9\u5f0f1":85,"\u65b9\u5f0f2":85,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":55,"\u65b9\u6cd5\u4e00":121,"\u65b9\u6cd5\u4e09":121,"\u65b9\u6cd5\u4e8c":121,"\u65c1\u8fb9":95,"\u65e0":95,"\u65e0\u5ef6\u8fdf":119,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":57,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":55,"\u65e0\u9ed8\u8ba4\u503c":[123,125],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":83,"\u65e9\u9910":95,"\u65f6":[34,54,55,85,87,94,98,101,114,119,123],"\u65f6\u4e00\u8d77\u66f4\u65b0":55,"\u65f6\u5019":95,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":131,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":124,"\u65f6\u88ab\u8bad\u7ec3\u7684":101,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":121,"\u65f6\u95f4":95,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":95,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":87,"\u6620\u5c04\u4e3a":99,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":101,"\u662f":[44,55,82,91,95],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":101,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":108,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":108,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":94,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":57,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":108,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":121,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":58,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":101,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":107,"\u662f\u4e00\u4e2aunbound":97,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,92],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":97,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":113,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":57,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":87,"\u662f\u504f\u5dee":98,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":58,"\u662f\u5411\u91cf":101,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":88,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":97,"\u662f\u5426\u4f7f\u7528":124,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":88,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":119,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":101,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":123,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[123,124],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":88,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[123,125],"\u662f\u5426\u4f7f\u80fd":124,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":88,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":102,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":110,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":119,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":88,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":119,"\u662f\u5426\u6253\u5f00":54,"\u662f\u5426\u652f\u6301gpu":88,"\u662f\u5426\u663e\u793a":119,"\u662f\u5426\u7a00\u758f":101,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":88,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":88,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":88,"\u662f\u5426\u7f16\u8bd1c":124,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":88,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":88,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":88,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":119,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":99,"\u662f\u56e0\u4e3ac99\u652f\u6301":57,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":98,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":101,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":101,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":107,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":89,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":94,"\u662f\u6211\u4eec":100,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":107,"\u662f\u6307":58,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":95,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":95,"\u662f\u6570\u636e\u8f93\u5165":98,"\u662f\u6709\u610f\u4e49\u7684":95,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":98,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":99,"\u662f\u7528\u6237\u4f7f\u7528c":58,"\u662f\u7684":99,"\u662f\u77e9\u9635":101,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":101,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":101,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":101,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":101,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":101,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":101,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":101,"\u662f\u8f93\u5165":98,"\u662f\u8fd9\u4e00\u7c7b\u7684":86,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":130,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":108,"\u662fc":58,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":97,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":108,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":97,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":131,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":101,"\u662frnn\u72b6\u6001":98,"\u663e":131,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":54,"\u663e\u7136":107,"\u665a":95,"\u6682\u4e0d\u8003\u8651\u5728\u5185":85,"\u6682\u65e0":91,"\u6682\u65f6\u4e0d\u652f\u6301python3":91,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":58,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":99,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":82,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":103,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":97,"\u66f4\u5feb":98,"\u66f4\u65b0":82,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":99,"\u66f4\u65b0\u6a21\u5f0f":85,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":104,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":85,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":87,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":131,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":93,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":131,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":131,"\u66f4\u8fdb\u4e00\u6b65":97,"\u66f4\u9ad8":98,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":97,"\u6700":95,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":114,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,89,100,101,110,131],"\u6700\u540e\u4e00\u4e2a":94,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":92,"\u6700\u540e\u518d\u8c03\u7528mutabl":103,"\u6700\u540e\u5220\u9664":75,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":101,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":124,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":119,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":57,"\u6700\u65b0\u7684\u4ee3\u7801":100,"\u6700\u65b0\u7684paddlepaddl":[82,89],"\u6700\u7ec8":101,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":97,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":92,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":97,"\u6708\u6e56":95,"\u6709":95,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[123,124,125],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":101,"\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":101,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":85,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":99,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[123,124],"\u6709\u5173":95,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":123,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":92,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":114,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":111,"\u6709\u591a\u96be":99,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[54,55],"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":99,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":99,"\u6709\u6807\u51c6\u7684":57,"\u6709\u7684\u65f6\u5019":57,"\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":108,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":82,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":107,"\u670d\u52a1":95,"\u670d\u52a1\u5458":95,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":110,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":87,"\u672a\u77e5\u8bcd":129,"\u672a\u8bbe\u7f6e":124,"\u672c\u4f8b\u4e2d\u4e3a0":129,"\u672c\u4f8b\u4e2d\u4e3a32":129,"\u672c\u4f8b\u4e2d\u4e3a4":129,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":95,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":131,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":131,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":131,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":131,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":75,"\u672c\u5730":[82,91],"\u672c\u5730\u6d4b\u8bd5":118,"\u672c\u5730\u8bad\u7ec3":118,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":84,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":121,"\u672c\u5b9e\u4f8b\u4e2d":129,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":131,"\u672c\u5c42\u5c3a\u5bf8":130,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":130,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":130,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":102,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":98,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":130,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":95,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":99,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":95,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":95,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":114,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":110,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":129,"\u672c\u6587\u6863\u5c06\u4ee5linux":123,"\u672c\u6587\u6863\u63cf\u8ff0paddl":58,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":124,"\u672c\u6765":95,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":114,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":114,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":114,"\u672c\u6b21\u8bd5\u9a8c":131,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":95,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":95,"\u673a\u5668\u4e0a\u4ee5\u53ca":125,"\u673a\u5668\u7684\u8bbe\u5907":121,"\u673a\u5668\u7ffb\u8bd1":75,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":119,"\u6765":95,"\u6765\u4ee3\u66ff":100,"\u6765\u4f7f\u7528dropout":86,"\u6765\u4f7f\u7528dropout\u7684":86,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":101,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":54,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":108,"\u6765\u521d\u59cb\u5316\u53c2\u6570":87,"\u6765\u542f\u52a8\u548c":99,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":92,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u6765\u5b9e\u73b0":55,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":95,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":131,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[123,124],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":101,"\u6765\u6267\u884c":99,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":130,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":103,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":102,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":92,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u6765\u6ce8\u518c\u8be5\u5c42":101,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":121,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":99,"\u6765\u786e\u4fdd\u628a":57,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":99,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":101,"\u6765\u8868\u793a":98,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":57,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":85,"\u6765\u8ba1\u7b97\u68af\u5ea6":101,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":95,"\u6765\u8bbe\u7f6e":87,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":100,"\u6765\u8c03\u7528":99,"\u6765\u8fd0\u884c\u5305\u62ec":99,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":99,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":108,"\u6765\u8fd0\u884c\u955c\u50cf":89,"\u6765\u8fdb\u884c\u8ba8\u8bba":58,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":85,"\u676f\u5b50":95,"\u6784\u5efa":123,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":123,"\u6784\u5efa\u76ee\u6807\u4e3a":124,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":94,"\u6784\u9020":114,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":102,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":102,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":124,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":124,"\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":95,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":118,"\u67e5\u770b":[100,131],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":100,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":100,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":100,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":83,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":113,"\u6807\u51c6":91,"\u6807\u51c6\u5dee\u4e3a":87,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":75,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":107,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":107,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":119,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":107,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":107,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":107,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":99,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":123,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":121,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":114,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":129,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":119,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":103,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":118,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":119,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":119,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":113,"\u6839\u636eport":110,"\u683c\u5f0f":119,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":55,"\u683c\u5f0f\u5982\u4e0b":131,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":102,"\u683c\u5f0f\u8bf4\u660e":129,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":124,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":124,"\u68af\u5ea6\u4f1a\u5c31\u5730":101,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":110,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":119,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":101,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":119,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":101,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":101,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":102,"\u68d2":131,"\u697c\u5c42":95,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":103,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":85,"\u6a21\u578b\u5171\u5305\u542b1":129,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":131,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":111,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":98,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":98,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":98,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":129,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":98,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":131,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":92,"\u6a21\u578b\u8def\u5f84":130,"\u6a21\u578b\u914d\u7f6e":[0,84],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":57,"\u6a21\u578b\u91c7\u7528":129,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":107,"\u6a2a\u5411\u62fc\u63a5":85,"\u6b21":95,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":54,"\u6b22\u8fce\u901a\u8fc7":100,"\u6b63\u6837\u672c":131,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":82,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":118,"\u6b64\u547d\u4ee4\u5c06\u5728":123,"\u6b64\u5904":129,"\u6b64\u5904\u90fd\u4e3a2":95,"\u6b64\u5916":[86,99,100,123],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":107,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":108,"\u6b64\u65f6\u53ea\u9700\u8981":99,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":85,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":87,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":55,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":83,"\u6b65\u9aa4":85,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":97,"\u6bcf\u4e00\u4e2a":75,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":131,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":95,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":95,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":111,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":85,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":107,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":95,"\u6bcf\u4e2a":55,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u6bcf\u4e2a\u5355\u5c42rnn":97,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":110,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":95,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":98,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":98,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":95,"\u6bcf\u4e2a\u5c42\u5728\u5176":101,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":131,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":119,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":97,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":95,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":101,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":95,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":95,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":55,"\u6bcf\u4e2a\u72b6\u6001":97,"\u6bcf\u4e2a\u7ebf\u7a0b":119,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":119,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":119,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":101,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":101,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":110,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":100,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":55,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":131,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":131,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":114,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":110,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":110,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":110,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":110,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":119,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":121,"\u6bcf\u6279\u6b21":119,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":100,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":100,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":131,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":54,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":107,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":129,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":130,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":129,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":101,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":119,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":119,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":119,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":119,"\u6bcf\u969410\u5206\u949f":34,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":131,"\u6bcfdot":119,"\u6bcflog":119,"\u6bcfsave":119,"\u6bcftest":119,"\u6bd4\u5982":[35,55,83,85,89,99,100,131],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":95,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":55,"\u6bd4\u5982\u5728":89,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":100,"\u6bd4\u5982\u5c06":75,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":124,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[123,125],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982\u8282\u70b9\u7684id":110,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":87,"\u6bd4\u5982cento":91,"\u6bd4\u5982fpe":83,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":100,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6bd4\u5982pil\u5e93\u7b49":110,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":107,"\u6c34\u6e29":95,"\u6c49\u5ead":95,"\u6ca1":95,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":129,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":54,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[82,91],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[123,125],"\u6ce8":[34,89],"\u6ce8\u518c":102,"\u6ce8\u518ccpu":102,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[54,55],"\u6ce8\u518cop":102,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":102,"\u6ce8\u610f":[2,55,88,92,98,101,104,107,110,114,123,124,125],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":114,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":121,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":114,"\u6ce8\u91ca":102,"\u6cf3\u6c60":95,"\u6d41":95,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":100,"\u6d44":95,"\u6d4b\u8bd5":100,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":55,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":119,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":100,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":55,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":121,"\u6d4b\u8bd5docker\u955c\u50cf":75,"\u6d4b\u8bd5model_list":118,"\u6d4b\u8bd5oper":102,"\u6d4b\u8bd5save_dir":118,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":85,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":129,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":101,"\u6df1\u5165paddlepaddl":55,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":107,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":107,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":98,"\u6dfb\u52a0":54,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":102,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":114,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[54,55],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":102,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":102,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":102,"\u6e05\u7406":99,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":82,"\u6e29\u99a8":95,"\u6e90\u4ee3\u7801":131,"\u6e90\u4ee3\u7801\u683c\u5f0f":100,"\u6e90\u5e8f\u5217":98,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":99,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":129,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":129,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":129,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":130,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":130,"\u6fc0\u6d3b":101,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":55,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":131,"\u6fc0\u6d3b\u65b9\u7a0b":101,"\u6fc0\u6d3b\u7684\u7c7b\u578b":101,"\u70b9\u51fb":91,"\u70b9\u51fb\u8fd9\u91cc":104,"\u70ed\u60c5":95,"\u7136\u540e":[108,111,129],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":110,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":97,"\u7136\u540e\u4f7f\u7528":124,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":103,"\u7136\u540e\u5355\u51fb":100,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":115,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":114,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":130,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":95,"\u7136\u540e\u5728\u524d\u5411":54,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":89,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":87,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":82,"\u7136\u540e\u5b9a\u4e49":98,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":114,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":86,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u6240\u6709\u7528":100,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7136\u540e\u6253\u5370\u8f93\u51fa":92,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":130,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":100,"\u7136\u540e\u70b9\u51fb":100,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":114,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":101,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":114,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":114,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":82,"\u7136\u800c":[98,119],"\u7248\u672c":[88,91,99,124],"\u7248\u672c\u5206\u652f":75,"\u7248\u672c\u53f7":75,"\u7248\u672c\u53f7rc":75,"\u7248\u672c\u5728":100,"\u7248\u672c\u8bf4\u660e":91,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":75,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":85,"\u7279\u5f81\u56fe\u5747\u503c":130,"\u7279\u5f81\u56fe\u65b9\u5dee":130,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":130,"\u7279\u6709\u7684\u8bbe\u5907id":55,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":90,"\u72ec\u7acb\u5de5\u5177\u94fe":123,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":123,"\u73af\u5883\u53d8\u91cf":110,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":85,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":54,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":57,"\u7406\u89e3":99,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":108,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u4ea7\u955c\u50cf":100,"\u751f\u6210":114,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":57,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":104,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":98,"\u751f\u6210\u6587\u6863":57,"\u751f\u6210\u7684":35,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":107,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":114,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":85,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":101,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":100,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":107,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":102,"\u751f\u6210api\u6587\u6863":57,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":107,"\u7528":44,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":131,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":101,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":121,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":86,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":119,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":129,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":102,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":110,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":119,"\u7528\u4e8e\u7ba1\u7406mkl":55,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":86,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":98,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":110,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":54,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":55,"\u7528\u4e8emkl":[54,55],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":98,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":95,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":107,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u4eceapp":124,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":97,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":104,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":123,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":104,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":129,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":58,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":131,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":58,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":119,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":121,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":123,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":88,"\u7528\u6237\u53ef\u5c06":123,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":124,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":123,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":123,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":123,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":86,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":82,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":87,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":114,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":82,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":129,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[123,124,125],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[86,87],"\u7528\u6237\u901a\u8fc7c":58,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":121,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[123,125],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":82,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":123,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":99,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":101,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":107,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":114,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":90,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":107,"\u7531":[86,97],"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":54,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":95,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":101,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":130,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":123,"\u7531\u4e8ec":57,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8eeigen":103,"\u7531\u4e8emkl":55,"\u7531\u4e8epypi":75,"\u7531\u4e8estep":97,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":103,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":55,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":94,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7535\u8111":95,"\u767b\u5f55\u5230head\u8282\u70b9":115,"\u7684":[91,95,99,100,103,111,114,124,131],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u5b50\u96c6":55,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":97,"\u7684\u4e3a0":119,"\u7684\u4efb\u4e00\u4e00\u79cd":85,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":103,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":94,"\u7684\u4fe1\u606f":55,"\u7684\u503c":[123,124,125],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":123,"\u7684\u504f\u7f6e\u5411\u91cf":101,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":102,"\u7684\u5185\u5b58":85,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":114,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":108,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":130,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":102,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":55,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":119,"\u7684\u53d8\u6362\u77e9\u9635":101,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":98,"\u7684\u5411\u91cf":101,"\u7684\u542f\u52a8\u53c2\u6570":114,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":114,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":107,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":57,"\u7684\u5730\u65b9":100,"\u7684\u5747\u5300\u5206\u5e03":87,"\u7684\u57fa\u672c\u903b\u8f91":55,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":110,"\u7684\u5934\u6587\u4ef6":57,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":55,"\u7684\u5b9e\u73b0":102,"\u7684\u5e73\u5747\u503c":94,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":95,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":100,"\u7684\u5f00\u53d1\u6d41\u7a0b":99,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":102,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":107,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":107,"\u7684\u6027\u80fd\u6709\u95ee\u9898":107,"\u7684\u60c5\u51b5\u4e0b":54,"\u7684\u63a5\u53e3\u6837\u5f0f":57,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":100,"\u7684\u64cd\u4f5c":103,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":131,"\u7684\u6570\u76ee\u4e00\u81f4":94,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":100,"\u7684\u65b9\u7a0b":101,"\u7684\u65f6\u5019":55,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":85,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":95,"\u7684\u6700\u5c0f\u503c":119,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":100,"\u7684\u6784\u9020\u51fd\u6570":102,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":98,"\u7684\u6837\u5f0f":100,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":97,"\u7684\u6839\u76ee\u5f55":124,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":55,"\u7684\u683c\u5f0f\u5b58\u50a8":55,"\u7684\u6982\u5ff5":55,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":97,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":113,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":100,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":57,"\u7684\u7248\u672c":[99,125],"\u7684\u7248\u672c\u53f7":129,"\u7684\u7279\u5f81":130,"\u7684\u72b6\u6001":97,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":123,"\u7684\u77e9\u9635":[85,101],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":101,"\u7684\u7b2ci\u4e2a\u503c":101,"\u7684\u7b2cj\u4e2a\u503c":101,"\u7684\u7cfb\u7edf":99,"\u7684\u7ed3\u679c":54,"\u7684\u7ef4\u5ea6":129,"\u7684\u7f16\u5199":110,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":123,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":54,"\u7684\u89c4\u8303":57,"\u7684\u89d2\u5ea6":35,"\u7684\u8ba1\u7b97\u4ee3\u7801":103,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":102,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":131,"\u7684\u8bdd":85,"\u7684\u8be6\u7ec6\u4fe1\u606f":107,"\u7684\u8f93\u5165":97,"\u7684\u8f93\u51fa":108,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":108,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":98,"\u7684\u8f93\u51fa\u683c\u5f0f":95,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":98,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":85,"\u7684\u8fd0\u884c\u73af\u5883":99,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":100,"\u7684\u914d\u7f6e":129,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":99,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":100,"\u7684cpu":102,"\u7684flag":[54,55],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":110,"\u7684paddlepaddle\u5e93":123,"\u7684vanilla":54,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":110,"\u76ee\u524d":97,"\u76ee\u524d\u4f7f\u7528":100,"\u76ee\u524d\u53ea\u8003\u8651":55,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":55,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":55,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":57,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":125,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u652f\u6301":123,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":94,"\u76ee\u524d\u652f\u6301cento":93,"\u76ee\u524d\u652f\u6301fail":119,"\u76ee\u524d\u7684\u4f18\u5316":55,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":119,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":97,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":57,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":104,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":54,"\u76ee\u5f55":[89,99,111,113,114,123,124,125],"\u76ee\u5f55\u4e0b":[58,101,111,131],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":55,"\u76ee\u5f55\u4e0b\u627e\u5230":131,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":102,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":124,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":123,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":82,"\u76ee\u5f55\u4e2d":111,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[123,125],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":124,"\u76ee\u5f55\u4e2d\u7684":108,"\u76ee\u5f55\u4e2dpaddl":114,"\u76ee\u5f55\u548c":[123,124,125],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":114,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":123,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":125,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":131,"\u76ee\u6807\u5411\u91cf":98,"\u76ee\u6807\u5de5\u5177\u94fe":123,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[123,125],"\u76ee\u6807\u67b6\u6784":124,"\u76ee\u6807\u67b6\u6784abi":123,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":87,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":90,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":57,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":58,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":57,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":102,"\u76f4\u63a5\u8fd0\u884c":89,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":131,"\u76f8\u5173\u5c42":54,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":87,"\u76f8\u5bf9":95,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":131,"\u76f8\u5f53":95,"\u76f8\u6bd4":102,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":83,"\u77a7":93,"\u77e9\u9635":118,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":102,"\u77e9\u9635\u5927\u5c0f\u662f":54,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":100,"\u78c1\u76d8\u4e0d\u591f":99,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":83,"\u793a":131,"\u793a\u4f8b":[85,87,130],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":95,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":95,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":95,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":85,"\u793a\u4f8b\u5982\u4e0b":87,"\u793a\u4f8b\u7a0b\u5e8f":110,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":57,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":57,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":92,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":92,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":85,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":103,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":95,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":85,"\u79bb":95,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u79f0\u4e3a":[98,100],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":123,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":94,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":119,"\u79f0\u4f5c\u6709kernel":102,"\u79f0\u4f5ckernel":102,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":101,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":114,"\u7a00\u758f\u768401\u5411\u91cf":[2,92],"\u7a00\u758f\u7684\u5411\u91cf":[2,92],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":121,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":114,"\u7a0b\u5e8f\u4f9d\u8d56":110,"\u7a0b\u5e8f\u505c\u6b62":119,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":107,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":119,"\u7a20\u5bc6\u5411\u91cf":101,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":114,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,92],"\u7a97\u6237":95,"\u7acb\u523b\u9000\u51fa":85,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":88,"\u7ae0\u8282":123,"\u7aef\u53e3":83,"\u7aef\u7684":107,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":85,"\u7b2c":95,"\u7b2c\u4e00\u4e2a":100,"\u7b2c\u4e00\u4e2a\u53c2\u6570":102,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":95,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":75,"\u7b2c\u4e00\u5929":95,"\u7b2c\u4e00\u7ae0\u8282":92,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":130,"\u7b2c\u4e00\u884c\u662f":129,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":102,"\u7b2c\u4e09\u6b65":130,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":75,"\u7b2c\u4e8c\u4e2a":85,"\u7b2c\u4e8c\u4e2a\u4e3a":75,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":102,"\u7b2c\u4e8c\u6b65":[129,130],"\u7b2c\u4e8c\u7c7b":86,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":130,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":101,"\u7b49":[55,58,83,102],"\u7b49\u4e8e\u6837\u672c\u6570":85,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":58,"\u7b49\u53c2\u6570":114,"\u7b49\u6587\u4ef6":58,"\u7b49\u7b49":131,"\u7b80\u5199":102,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":102,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":102,"\u7b80\u5355\u6765\u8bf4":108,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":87,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":108,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":113,"\u7b80\u76f4":95,"\u7b97\u6cd5":[85,98],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":98,"\u7c7b\u4f3c":[58,94],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":101,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":118,"\u7c7b\u522bid":131,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":131,"\u7c7b\u540d\u548cc":57,"\u7c7b\u578b":[57,102,119],"\u7c7b\u578b\u4e3a":102,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":103,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":94,"\u7c7b\u578b\u540d\u4e3a":102,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":85,"\u7c7b\u578b\u662fsparse_binary_vector":[2,92],"\u7c7b\u578b\u662fsparse_float_vector":[2,92],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":95,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":102,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":102,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":101,"\u7c7b\u91cd\u5199":102,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":101,"\u7cfb\u6570":102,"\u7cfb\u7edf\u4e2d\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":107,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":102,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":110,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":102,"\u7ea2\u697c\u68a6":129,"\u7ebf\u7a0bid\u53f7":121,"\u7ec6\u8282\u63cf\u8ff0":120,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":85,"\u7ed3\u5c3e":102,"\u7ed3\u675f\u6807\u8bb0":98,"\u7ed3\u6784\u5982\u4e0b\u56fe":129,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":107,"\u7ed3\u679c\u8f93\u51fa\u5230":99,"\u7ed3\u8bba":57,"\u7ed9":95,"\u7ed9\u4e2a\u7b80\u5355\u7684":100,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":97,"\u7edf\u4e00\u7528":35,"\u7ee7\u627f\u81ea":102,"\u7ee7\u627f\u81eaoperatorbas":102,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":95,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":95,"\u7ef4\u5ea6\u4e3aword_dim":131,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":131,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":131,"\u7ef4\u7a7a\u95f4":98,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":98,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":85,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":89,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":89,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":114,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":114,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":107,"\u7f16\u5199\u7684\u90e8\u5206":91,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":110,"\u7f16\u53f7\u4ece0\u5f00\u59cb":85,"\u7f16\u7801\u5411\u91cf":98,"\u7f16\u7801\u5668\u8f93\u51fa":98,"\u7f16\u7801\u6e90\u5e8f\u5217":98,"\u7f16\u8bd1":[89,99,100,123],"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":104,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":125,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[123,124],"\u7f16\u8bd1\u5668":[123,124,125],"\u7f16\u8bd1\u5668\u6ca1\u6709":57,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":123,"\u7f16\u8bd1\u578b\u8bed\u8a00":57,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":84,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":123,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":104,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":88,"\u7f16\u8bd1\u5de5\u5177\u94fe":123,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":125,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":107,"\u7f16\u8bd1\u6210\u529f\u540e":102,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":119,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":107,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":55,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":107,"\u7f16\u8bd1\u65f6\u6307\u5b9a":107,"\u7f16\u8bd1\u751f\u6210":104,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":75,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":75,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":75,"\u7f16\u8bd1c":58,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":75,"\u7f16\u8bd1paddlepaddl":88,"\u7f16\u8bd1ubuntu\u7684deb\u5305":75,"\u7f29\u653e\u53c2\u6570":130,"\u7f51\u7edc\u540d\u79f0":131,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":101,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":101,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":101,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":101,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":119,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":101,"\u7f51\u7edc\u6a21\u5757":130,"\u7f51\u7edc\u901a\u4fe1":101,"\u7f51\u7edc\u914d\u7f6e":131,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":130,"\u800c":[86,98,107],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":103,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":58,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":57,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":86,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":82,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":95,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":58,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":110,"\u800c\u4e14\u5305\u542b\u4e86c":91,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u4e14cento":91,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":119,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":108,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":108,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":121,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":95,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":102,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":86,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":130,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":103,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":57,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":57,"\u800c\u5b89\u88c5\u5305":[82,91],"\u800c\u5b89\u88c5\u5305\u662f":[82,91],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":95,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":95,"\u800c\u5bf9\u4e8egolang":57,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":57,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":95,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":108,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":85,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":58,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":108,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":118,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":98,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":92,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":121,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":103,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":95,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":95,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":100,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":88,"\u800ceigenvector":103,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":97,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":57,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":92,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":92,"\u8054\u901a":110,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":97,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":97,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":131,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":97,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":86,"\u80fd\u83b7\u53d6":111,"\u811a\u672c":[99,123],"\u811a\u672c\u5f00\u59cb\u65f6":114,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":100,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":111,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":97,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":123,"\u81ea\u52a8\u751f\u6210":104,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":98,"\u81ea\u52a8\u9009\u62e9":124,"\u81ea\u5e95\u5411\u4e0a\u6cd5":131,"\u81ea\u6b64":[123,124],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":99,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":121,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":58,"\u81f3\u5c11\u5305\u542bgcc_3":91,"\u81f3\u5c11\u5305\u542bglibcxx_3":91,"\u81f3\u6b64":[2,95,100],"\u8212\u9002":95,"\u826f\u597d\u7684\u6587\u6863":57,"\u8282\u70b9":[110,115],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":55,"\u82e5":101,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":87,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":124,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[123,125],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":94,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":108,"\u82e5\u6709\u5fc5\u8981":101,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":124,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":123,"\u82e5\u73af\u5883\u53d8\u91cf":[123,124,125],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":86,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":94,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":94,"\u82f1\u6587\u6587\u6863":104,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":104,"\u8303\u56f4":121,"\u83b7\u53d6":100,"\u83b7\u53d6\u5229\u7528":131,"\u83b7\u53d6\u53ef\u9009\u7684tag":89,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":91,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":82,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u83b7\u53d6\u6e90\u7801":99,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":131,"\u83b7\u53d6trainer":114,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":101,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":89,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":111,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":115,"\u865a\u62df\u673a\u4e0a":99,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":58,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":110,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":118,"\u884c":129,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":130,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":107,"\u8865\u5145\u4e0a\u6b21\u7684commit":100,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":101,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":101,"\u8868\u793a":102,"\u8868\u793a\u4e3adeviceid":121,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":55,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":95,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":111,"\u8868\u793a\u6570\u636e\u7c7b\u578b":102,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":131,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":102,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":114,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":131,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":131,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":114,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":125,"\u88ab":100,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":110,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u88ab\u653e\u5728":101,"\u88ab\u79f0\u4e3a":98,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":108,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":94,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":97,"\u8981\u8c03\u7528":101,"\u89e3\u51b3\u529e\u6cd5\u662f":82,"\u89e3\u51b3\u65b9\u6848\u662f":87,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":114,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":98,"\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":98,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u89e3\u91ca":131,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":57,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":57,"\u8ba1\u5212\u5728":[54,55],"\u8ba1\u7b97":[98,110],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":98,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":101,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":86,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":98,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":101,"\u8ba1\u7b97\u8282\u70b9":110,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":110,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":101,"\u8ba1\u7b97\u8f93\u51fa":101,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":110,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":103,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":131,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":58,"\u8bad\u7ec3":118,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":75,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":111,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":108,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":85,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":110,"\u8bad\u7ec3\u65f6":114,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":131,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":98,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":75,"\u8bad\u7ec3\u7a0b\u5e8f":110,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":114,"\u8bad\u7ec3\u811a\u672c":131,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":131,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":114,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":85,"\u8bad\u7ec3\u8f6e\u6b21":131,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":85,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":118,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":119,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":119,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":119,"\u8bad\u7ec3dot_period":118,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":75,"\u8bb0\u5fc6\u6a21\u5757":98,"\u8bba\u6587":130,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":111,"\u8bbe\u4e3a\u672c\u5730":111,"\u8bbe\u5b9a":86,"\u8bbe\u7f6e":[58,85,86,88,123,124],"\u8bbe\u7f6e\u4e3a":101,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":86,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":119,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":119,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":86,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":87,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":87,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[85,105],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":87,"\u8bbe\u7f6e\u6210":87,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":85,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":101,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":102,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":121,"\u8bbe\u7f6egpu":119,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":107,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":114,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":131,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":100,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":100,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":100,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":100,"\u8bc6\u522b\u6570\u5b57":75,"\u8bcd\u5411\u91cf":[75,129],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":129,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":129,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":108,"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":119,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":119,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":119,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":119,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":119,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":119,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":119,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":119,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":119,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":101,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":131,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":119,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":101,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":88,"\u8be5\u6570\u636e\u96c6":129,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":119,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":54,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":130,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":107,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":131,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":98,"\u8be5\u7c7b\u7684":102,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":101,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":123,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":130,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":101,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":86,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":95,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":102,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":111,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":131,"\u8be6\u7ec6\u53c2\u8003":88,"\u8be6\u7ec6\u53ef\u53c2\u8003":100,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":130,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":85,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":131,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":88,"\u8be6\u7ec6\u89c1":94,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":75,"\u8bed\u8a00\u6a21\u578b":129,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":107,"\u8bf4\u660e":[34,88,91],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":100,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":101,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":102,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":89,"\u8bf7\u4fdd\u8bc1travi":100,"\u8bf7\u5148\u4f7f\u7528":[123,124,125],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":121,"\u8bf7\u53c2\u8003":[2,58,82,85,92,95,101,102,131],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":131,"\u8bf7\u53c2\u89c1":100,"\u8bf7\u53c2\u9605":98,"\u8bf7\u5728\u8be5pull":100,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":100,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":100,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":104,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":119,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":102,"\u8bf7\u67e5\u770b":129,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":91,"\u8bf7\u6ce8\u610f":[98,102,113,129],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":100,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":99,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":100,"\u8bf7\u76f4\u63a5\u586b\u51450":87,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":121,"\u8bf7\u786e\u4fdd":100,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":100,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":100,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":100,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":82,"\u8bf7\u9075\u5b88":100,"\u8bf7\u91c7\u7528":100,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":121,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":114,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":114,"\u8c03\u7528":[101,124],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":103,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[123,124],"\u8c03\u7528\u7528":107,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":110,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":102,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":101,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":131,"\u8d21\u732e\u6587\u6863":104,"\u8d77":95,"\u8def\u5f84\u4e0b":130,"\u8df3\u8f6c\u5230":100,"\u8df3\u8fc7":85,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":55,"\u8f6c\u6362\u5197\u4f59":54,"\u8f6c\u6362\u51fd\u6570":55,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":54,"\u8f6c\u6362\u8fc7\u6765\u7684":130,"\u8f83":95,"\u8f93\u5165":[94,98],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":97,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":97,"\u8f93\u5165\u5c42\u5c3a\u5bf8":130,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":85,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":95,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":95,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":95,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":121,"\u8f93\u5165\u6587\u672c":129,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":129,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":101,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":101,"\u8f93\u5165\u68af\u5ea6":55,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":130,"\u8f93\u5165\u7684":129,"\u8f93\u5165\u7684\u540d\u5b57":101,"\u8f93\u5165\u7684\u5927\u5c0f":101,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":129,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":129,"\u8f93\u5165\u7684\u7c7b\u578b":101,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":92,"\u8f93\u5165n\u4e2a\u5355\u8bcd":131,"\u8f93\u51fa":[94,98,102],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":97,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":131,"\u8f93\u51fa\u51fd\u6570":98,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":94,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":97,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":55,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":55,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":129,"\u8f93\u51fa\u67092\u5217":129,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":130,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":129,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":129,"\u8f93\u51fa\u7684\u68af\u5ea6":119,"\u8f93\u51fa\u76ee\u5f55":130,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":113,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":95,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":85,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":54,"\u8fd0\u884c\u4e00\u4e2a":99,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":102,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":129,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":129,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":99,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":102,"\u8fd0\u884c\u5931\u8d25":121,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":129,"\u8fd0\u884c\u5b8c\u6210\u540e":111,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":107,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":107,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":129,"\u8fd0\u884c\u65e5\u5fd7":111,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":88,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":114,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":125,"\u8fd1":95,"\u8fd1\u671f\u76ee\u6807":55,"\u8fd4\u56de":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56de0":2,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,92],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":75,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":101,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":102,"\u8fd8\u4f1a":95,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":88,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":123,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":100,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":85,"\u8fd8\u662f":95,"\u8fd8\u662f\u4ece":35,"\u8fd8\u662f\u865a\u62df\u673a":99,"\u8fd8\u6709":95,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":110,"\u8fd8\u9700\u8981\u91cd\u5199":102,"\u8fd9":[85,95,131],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":87,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":108,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":58,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":54,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":58,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":86,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":97,"\u8fd9\u4e09\u4e2a\u5206\u652f":75,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":131,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":107,"\u8fd9\u4e2a":[91,95,99],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":85,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":85,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":102,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":54,"\u8fd9\u4e2a\u51fd\u6570\u7684":98,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":95,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":98,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":58,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":58,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":114,"\u8fd9\u4e2a\u57fa\u7c7b":101,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":58,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":97,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":104,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":57,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":95,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":57,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":104,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":131,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":107,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":58,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":95,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":101,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":101,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":58,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":58,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":99,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":102,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":97,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":100,"\u8fd9\u4e2a\u9009\u62e9":[54,55],"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":129,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":98,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":58,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e2aissu":99,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":114,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":97,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":85,"\u8fd9\u4e9b\u4f1a\u5728":[54,55],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":110,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":102,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":55,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf":110,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":114,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":101,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":85,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":85,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":130,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":130,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":130,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":95,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":101,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":100,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":100,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":101,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":95,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":88,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":102,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":99,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":100,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":100,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":95,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":95,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":98,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":57,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":102,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":102,"\u8fd9\u610f\u5473\u7740":98,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":121,"\u8fd9\u65f6":85,"\u8fd9\u65f6\u5728\u4f7f\u7528":87,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":85,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":87,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":87,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":94,"\u8fd9\u662f\u56e0\u4e3a":57,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":100,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":95,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":82,"\u8fd9\u6837":[58,110],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":55,"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":110,"\u8fd9\u6837\u4fdd\u8bc1":75,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":99,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":85,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":88,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":121,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":99,"\u8fd9\u6837\u5bb9\u5668\u7684":114,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":55,"\u8fd9\u6837\u5f53\u8be5pull":100,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":55,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":110,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":101,"\u8fd9\u6837\u7684\u8bdd":113,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":110,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":108,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":101,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":87,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":101,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":85,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":86,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":121,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":98,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":97,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":114,"\u8fd9\u7bc7":89,"\u8fd9\u7bc7\u6587\u6863":100,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":125,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":99,"\u8fd9\u7bc7\u6587\u7ae0":99,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":95,"\u8fd9\u884c\u547d\u4ee4\u4e2d":107,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":98,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":57,"\u8fd9\u91cc":[55,87,88,98,100,114,130],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":102,"\u8fd9\u91cc\u4ee5":131,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":107,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":95,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":85,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":131,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":92,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":101,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":114,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":131,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":85,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":111,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":103,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":131,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":131,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":107,"\u8fdb\u4e00\u6b65\u4f18\u5316":55,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":100,"\u8fdb\u5165\u5bb9\u5668":113,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":114,"\u8fdb\u7a0b\u7684":111,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":114,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":114,"\u8fdb\u7a0b\u9700\u8981\u7684":114,"\u8fdb\u800c\u591a\u673a":107,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":107,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":107,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":75,"\u8fdb\u884c\u4e86":95,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":114,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":114,"\u8fdb\u884c\u56de\u590d":100,"\u8fdb\u884c\u5f00\u53d1":100,"\u8fdb\u884c\u62c6\u89e3":95,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":101,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":123,"\u8fdb\u884c\u8bbe\u7f6e":102,"\u8fdb\u884c\u9884\u6d4b":131,"\u8fdb\u884cpython\u4e0ec":107,"\u8fdb\u9636\u6307\u5357":[92,122],"\u8fde\u63a5":97,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":110,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":110,"\u9000\u51fa\u5bb9\u5668":113,"\u9002\u4e2d":95,"\u9009":95,"\u9009\u62e9":95,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":89,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":55,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":131,"\u9009\u62e9\u76ee\u6807\u5206\u652f":100,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":119,"\u9009\u9879":[88,99,129],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":118,"\u901a\u5e38":[58,102,107],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":114,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":110,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":121,"\u901a\u5e38\u4f7f\u7528cento":91,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":87,"\u901a\u5e38\u540d\u5b57\u662f":100,"\u901a\u5e38\u60c5\u51b5\u4e0b":108,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":113,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":125,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":98,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":101,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":95,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":107,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":121,"\u901a\u7528":118,"\u901a\u77e5":95,"\u901a\u8fc7":[85,95,100,101,102,131],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":97,"\u901a\u8fc7\u4f7f\u7528":88,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":54,"\u901a\u8fc7\u51fd\u6570":114,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":85,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":97,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":97,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":100,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":131,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":58,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":92,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":101,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":110,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":102,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":131,"\u901a\u8fc7data":97,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":125,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u903b\u8f91\u56de\u5f52":131,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":86,"\u9053\u6b49":95,"\u9069":95,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":100,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":75,"\u9075\u5faa\u6587\u7ae0":129,"\u90a3\u4e48":[58,97,101],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":97,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":87,"\u90a3\u4e48\u5728":102,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":87,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":55,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":55,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":87,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":99,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":87,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":98,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":98,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":87,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":85,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":82,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":99,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":87,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":85,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":121,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":108,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":108,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":87,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":108,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":108,"\u90fd":95,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":55,"\u90fd\u4e0d\u9700\u8981":99,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":119,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":95,"\u90fd\u53ef\u4ee5\u8fd0\u884c":99,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":55,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":94,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":95,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":57,"\u90fd\u7528":100,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":54,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":100,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":101,"\u914d\u7f6e\u5982\u4e0b":129,"\u914d\u7f6e\u6253\u5f00":108,"\u914d\u7f6e\u6587\u4ef6":131,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":101,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":99,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":129,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":98,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":101,"\u914d\u7f6eapi":94,"\u9152\u5e97":95,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":119,"\u91c7\u7528multi":87,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc":99,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":99,"\u91cc\u5b8c\u6210":102,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":57,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":130,"\u91cc\u7684":99,"\u91cc\u7684\u65e5\u5fd7":111,"\u91cc\u7684\u6e90\u7801":99,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":99,"\u91cc\u9762":102,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":123,"\u91cc\u9762\u6dfb\u52a0":55,"\u91cd\u5199\u7236\u7c7blayer\u7684":55,"\u91cd\u547d\u540d\u6210":57,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":108,"\u9488\u5bf9\u4e0d\u540c\u7684":124,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":113,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":85,"\u94fe\u63a5\u4e2d\u627e\u5230":91,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":88,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":57,"\u94fe\u63a5\u5f85\u8865\u5145":131,"\u9519\u8bef\u5904\u7406":57,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":57,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":57,"\u9519\u8bef\u7387":131,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":87,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":99,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":113,"\u957f\u5ea6":85,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":98,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":98,"\u95f4\u9694":131,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":119,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":119,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":104,"\u9664\u4e86boot_lay":95,"\u9664\u53bbdata\u5c42":131,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":58,"\u9664\u6b64\u4e4b\u5916":85,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":129,"\u9664\u96f6\u7b49\u95ee\u9898":85,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":100,"\u968f\u673a\u6570\u7684\u79cd\u5b50":119,"\u968f\u673a\u6570seed":118,"\u9694\u5f00":[110,130],"\u96c6\u6210\u5230":54,"\u96c6\u6210\u5230paddlepaddl":55,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":119,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":113,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":110,"\u96c6\u7fa4\u4efb\u52a1":111,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":111,"\u96c6\u7fa4\u6d4b\u8bd5":118,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":110,"\u96c6\u7fa4\u8bad\u7ec3":118,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":84,"\u96c6\u7fa4\u8fdb\u7a0b":111,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":102,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":108,"\u9700\u8981":[35,99,102],"\u9700\u8981\u4e3a":102,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":114,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":91,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":100,"\u9700\u8981\u4fee\u6539build":75,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[82,91],"\u9700\u8981\u5355\u72ec":89,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":100,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":114,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":102,"\u9700\u8981\u5728":102,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":113,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":104,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":58,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":124,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":130,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":85,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":75,"\u9700\u8981\u5f15\u7528":58,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":99,"\u9700\u8981\u6267\u884c":[88,91,93],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":95,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":92,"\u9700\u8981\u660e\u786e\u6307\u5b9a":119,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":57,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":114,"\u9700\u8981\u6ce8\u610f":102,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[55,75,85,119],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":101,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":95,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":123,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":86,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":55,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":58,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":99,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":97,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":75,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":103,"\u975e\u5e38\u6570":101,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":101,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":123,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":123,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":99,"\u987a\u5e8f":95,"\u9884\u63d0\u4ea4\u94a9\u5b50":100,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":130,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":131,"\u9884\u6d4bid":131,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":129,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":129,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":130,"\u989d\u5916\u7684\u53c2\u6570":131,"\u9996\u5148":[2,95,98,101,129,130,131],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":88,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":100,"\u9996\u5148\u5b9a\u4e49":102,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":101,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":101,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":87,"\u9996\u5148\u901a\u8fc7":100,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":92,"\u9a71\u52a8":104,"\u9ad8\u4eae\u90e8\u5206":95,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":98,"\u9ad8\u65af\u5206\u5e03":87,"\u9ed8\u8ba4":[2,119],"\u9ed8\u8ba40":110,"\u9ed8\u8ba41":110,"\u9ed8\u8ba4127":110,"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba47164":110,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":131,"\u9ed8\u8ba4\u4e0d\u663e\u793a":119,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":97,"\u9ed8\u8ba4\u4e3a0":[119,121],"\u9ed8\u8ba4\u4e3a1":[2,121],"\u9ed8\u8ba4\u4e3a100":121,"\u9ed8\u8ba4\u4e3a4096mb":119,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":97,"\u9ed8\u8ba4\u4e3anull":119,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":85,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":119,"\u9ed8\u8ba4\u4f7f\u7528mkl":88,"\u9ed8\u8ba4\u503c":[88,94,121,124],"\u9ed8\u8ba4\u503c\u4e3a":[123,124,125],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":124,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":97,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[87,111],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":87,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":95,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":89,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":89,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":113,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":124,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":54,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":121,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[123,125],"\u9ed8\u8ba4\u8c03\u7528":99,"\u9ed8\u8ba4fals":110,"abi\u7684paddlepaddle\u5e93":123,"abstract":[43,47,63,74,76],"adamax\u7b49":131,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":131,"android\u5b98\u65b9\u63d0\u4f9b\u7684":123,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":123,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":123,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":126,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":123,"api\u4e0d\u5c0f\u4e8e21":123,"api\u4e2d\u4f7f\u7528":57,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":110,"api\u5bf9\u6bd4\u4ecb\u7ecd":96,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":58,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":58,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":123,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":91,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":58,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u751f\u6210":102,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":58,"api\u63a5\u53e3\u7684\u751f\u6210":102,"api\u6587\u6863":[123,124],"api\u65f6":58,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":58,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":58,"api\u66b4\u9732\u7684\u7c7b\u578b":58,"api\u6765\u9884\u6d4b":[123,124],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":58,"api\u7684\u5934\u6587\u4ef6":[123,124,125],"api\u7684\u5b9e\u4f8b":58,"api\u7684\u5b9e\u73b0\u7ec6\u8282":58,"api\u7684\u63a5\u53e3":58,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":58,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":58,"api\u7ea7\u522b":123,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":123,"api\u7ea7\u522b\u4e3a21":123,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":58,"api\u9759\u6001\u5e93":124,"api\u9884\u6d4b\u5e93":124,"apis\u505a\u4e86\u5c01\u88c5":54,"app\u4e2d":[123,124],"apple\u5b98\u65b9\u4e3aios\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883":124,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":87,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":89,"avx\u7248\u672c":89,"avx\u7684\u955c\u50cf":89,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":110,"batch\u4e2d\u5305\u542b":85,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":119,"batches\u6b21":119,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":89,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":75,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":89,"book\u7684":92,"book\u7684docker\u955c\u50cf":89,"bool\u578b\u53c2\u6570":2,"boolean":[21,43,45,52,57],"break":[13,32,80],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":75,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":75,"byte":[15,44,56,87],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":57,"c\u6709\u6807\u51c6\u7684abi":57,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":57,"case":[8,20,21,36,43,47,58,63,66,68,69,72,108,112,127],"cc\u4e2d\u7684":103,"cells\u7b49":86,"char":38,"class":[5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,57,60,61,65,69,72,73,74,76,77,78,79,80,87,101,102,103,109],"cmake\u4e2d\u5c06":108,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":123,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":82,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":123,"cmake\u7f16\u8bd1\u65f6":88,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[123,124,125],"cmake\u914d\u7f6e\u4e2d\u5c06":108,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[123,124,125],"compute\u51fd\u6570":54,"const":[31,36,38,46,53,64,66,73,76,78,79,80,101,102,103],"container\u4e2d":113,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":58,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":58,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":58,"core\u6982\u5ff5":58,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":92,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":87,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":121,"count\u548cgpu":121,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":102,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":102,"cuda\u5b9e\u73b0\u5728":102,"cuda\u5e93":119,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":102,"cudnn\u5e93":[88,119],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":107,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":103,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":114,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":95,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":95,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,131],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":85,"deb\u5305":75,"deb\u5305\u7f16\u8bd1\u95ee\u9898":75,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":97,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":97,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":97,"decoer\u67b6\u6784":97,"default":[6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,56,59,66,67,76,77,78,81,106,112,113,114,121,123,127],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":55,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":88,"distributed\u5206\u5e03\u5f0f":110,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":55,"dnn\u4e2d\u7684":55,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":55,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":55,"dnn\u4f1a\u7528\u5230":55,"dnn\u5171\u540c\u4f7f\u7528":55,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":55,"dnn\u5728\u53d1\u5e03":55,"dnn\u5b9e\u73b0":55,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":55,"dnn\u6570\u5b66\u5e93":88,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":55,"dnn\u7684":55,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":55,"dnn\u7684\u6027\u80fd":55,"dnn\u7684\u60c5\u51b5\u4e0b":55,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":55,"dnn\u7684\u6d4b\u8bd5":55,"dnn\u7684\u73af\u5883\u4e0b":55,"dnn\u7684\u76f8\u5173\u529f\u80fd":55,"dnn\u7684\u7ed3\u679c":55,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":55,"dnn\u7684layer":55,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":55,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":110,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":104,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":104,"docker\u5b98\u7f51":89,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":123,"docker\u7684\u5b98\u7f51":104,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":88,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":123,"docker\u955c\u50cf":89,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":89,"docker\u955c\u50cf\u9ed8\u8ba4":89,"dockerhub\u7f51\u7ad9":89,"double\u7c7b\u578b\u65f6\u4e3a8":87,"dropout\u7684\u6bd4\u4f8b":101,"eigenscalar\u7684\u8f6c\u6362":103,"elec\u6d4b\u8bd5\u96c6":131,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":131,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":95,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":97,"encoder\u8f93\u51fa":97,"entropy\u4f5c\u4e3acost":87,"enum":[36,38,65,77,78,81],"export":[47,51,82,89,104,110],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,92],"fabric\u96c6\u7fa4":110,"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":121,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":121,"final":[8,9,30,51,59,60,80],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":103,"float":[2,6,7,8,10,13,21,46,53,78,79,102,103,108,130],"float\u7b49":121,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":103,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":103,"full\u53c2\u6570\u63d0\u4ea4":83,"function":[8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,59,60,63,64,65,66,68,69,70,72,73,74,76,78,80,98,106,107,127],"function\u4f7f\u7528":86,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":100,"github\u9996\u9875":100,"glibc\u81f3\u5c11\u5305\u542bglibc_2":91,"golang\u53ef\u4ee5\u4f7f\u7528":57,"golang\u7684":57,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":110,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":88,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":108,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":105,"gpu\u6267\u884c":103,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":119,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":82,"group\u6559\u7a0b":96,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":86,"gru\u6216lstm":98,"gru\u6a21\u578b":131,"gru\u6a21\u578b\u914d\u7f6e":131,"h\u5e76\u4e0d\u56f0\u96be":57,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":104,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,92],"id\u4e3a0\u7684\u6982\u7387":131,"id\u4e3a1\u7684\u6982\u7387":131,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":119,"id\u6307\u5b9a\u7684gpu":121,"id\u65e0\u6548":119,"image\u91cc":113,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"imikolov\u6570\u636e\u96c6":110,"import":[2,4,7,8,29,31,32,49,51,52,59,60,65,70,76,91,92,93,102,110,112,129,130],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":85,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,54,55,57,58,65,67,68,77,78,79,80,81,95,101,103,110,121],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":57,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":124,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":126,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":110,"issue\u7f16\u53f7":100,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":114,"job\u7684\u540d\u5b57":114,"kernel\u5b9e\u73b0":102,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":102,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":102,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":114,"kubernetes\u5355\u673a":110,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":114,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":114,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":113,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":95,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":95,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":86,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":97,"layer\u65f6":[55,86],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":92,"layer\u7684\u540e\u9762\u63a5\u6709cpu":55,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":101,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":86,"linux\u4e2d":89,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":75,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":121,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":121,"long":[8,9,13,47],"lstm\u6a21\u578b":131,"lstm\u6a21\u578b\u914d\u7f6e":131,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":97,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":98,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":98,"memory\u53ea\u80fd\u5728":97,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":95,"memory\u6307\u5411\u4e00\u4e2alay":97,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":98,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":95,"memory\u7684":98,"memory\u7684\u521d\u59cb\u72b6\u6001":97,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":95,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":97,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":98,"memory\u7684i":97,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":97,"mkl\u5e93\u7684":54,"mklml\u4ee5\u53camkl":55,"mklml\u53ef\u4ee5\u4e0emkl":55,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":55,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u4e0b\u7684\u7ed3\u679c":54,"model\u505a\u5206\u652f\u7ba1\u7406":75,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":114,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":123,"new":[8,13,30,31,32,33,36,37,38,39,40,46,47,54,60,63,67,68,69,71,72,74,78,80,100,101,112,127],"normalization\u5c42":130,"normalization\u5c42\u7684\u53c2\u6570":130,"note\u7684\u4e66\u5199":75,"null":[51,101,119],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":110,"num_gradient_servers\u53c2\u6570":114,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":87,"only\u7684\u4e8c\u8fdb\u5236":88,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":102,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":102,"op\u5b9a\u4e49":102,"op\u6709\u8ba1\u7b97\u51fd\u6570":102,"op\u6ce8\u518c\u5b9e\u73b0\u5728":102,"op\u7684\u4fe1\u606f":55,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":102,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":55,"openmpi\u96c6\u7fa4":110,"opprotomake\u5b9a\u4e49":102,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":104,"org\u76ee\u524d\u9075\u5faa":75,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":95,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":103,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":114,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":103,"packages\u91cc\u9762":82,"packages\u91cc\u9762\u7684python\u5305":82,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":54,"packed\u76f8\u5173\u529f\u80fd":54,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":88,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":57,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":95,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":85,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":57,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":57,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":57,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":58,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":57,"paddle\u7684c":58,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":58,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":57,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":58,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":57,"paddle_\u7c7b\u578b\u540d":58,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":58,"paddlepaddle\u4e2d":[94,97],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":95,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":55,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":86,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":92,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[123,124],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":92,"paddlepaddle\u4e3ano":89,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":88,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":131,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":86,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":110,"paddlepaddle\u4f7f\u7528\u5747\u503c0":87,"paddlepaddle\u4f7f\u7528avx":82,"paddlepaddle\u4f7f\u7528git":75,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":87,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":87,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":91,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":110,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":91,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":88,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":110,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":131,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":95,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":101,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":95,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":86,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":88,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,92],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":91,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":131,"paddlepaddle\u5c06\u4f1a\u6839\u636e":124,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":124,"paddlepaddle\u5c06\u6839\u636e":123,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[123,124,125],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":124,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":75,"paddlepaddle\u63d0\u4f9b":90,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u652f\u6301":88,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":92,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":93,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":85,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":85,"paddlepaddle\u6587\u6863\u4f7f\u7528":104,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":92,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":75,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":75,"paddlepaddle\u7684":113,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":75,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":85,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":87,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":113,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":110,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":123,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":86,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":104,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":104,"paddlepaddle\u7684\u6e90\u7801":100,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":88,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":55,"paddlepaddle\u7684bas":101,"paddlepaddle\u7684c":123,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":124,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":123,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":125,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":125,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":123,"paddlepaddle\u7684dock":113,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":95,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":87,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":87,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":88,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":123,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":123,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":131,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":97,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":97,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":114,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":119,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":119,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":119,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":119,"passes\u8f6e":119,"patch\u53f7":75,"patch\u53f7\u52a0\u4e00":75,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":121,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":107,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":119,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":119,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":119,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":119,"period\u6574\u9664":119,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":119,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":44,"pfsserver\u63d0\u4f9brest":44,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":125,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":126,"pi\u7248\u672c\u7684\u5e93":125,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":125,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":125,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":125,"pi\u7cfb\u7edf\u7684\u7248\u672c":125,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":90,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":131,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":110,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":110,"public":[14,18,31,46,48,53,73,76,78,79,80,101,102,103,112,113],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":89,"py\u4e2d":75,"py\u7a0b\u5e8f":91,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,85,131],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":85,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":75,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":91,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":82,"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":101,"python\u5e93yep":107,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":107,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":114,"release\u9875\u9762":75,"request\u524d":100,"request\u7684":100,"request\u88ab\u5408\u5e76\u540e":100,"resnet\u7684mkl":55,"return":[2,6,8,9,11,13,14,15,18,21,28,29,30,31,35,36,38,41,42,46,48,49,51,53,59,60,61,65,66,67,69,71,73,76,78,79,80,87,92,95,98,101,103,112,114,130],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":95,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":95,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":97,"rnn\u6a21\u578b":131,"rnn\u76f8\u5173\u6a21\u578b":105,"rnn\u90e8\u5206\u4e2d":54,"rnn\u914d\u7f6e":96,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"search\u7684\u65b9\u6cd5":119,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":95,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":97,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":119,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"sh\u8c03\u7528\u4e86":130,"short":[8,9,46,49,67,76,80],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":82,"size\u4e3a512":119,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":85,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":85,"size\u7684\u503c":2,"softmax\u5c42":129,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":101,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":85,"static":[28,38,58,76,78,112,127],"step\u51fd\u6570\u4e2d\u7684memori":97,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":97,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":124,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"super":[67,101],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":57,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":57,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":57,"swig\u76f4\u63a5\u8bfb\u53d6c":57,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":57,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[31,58,71,112],"tag\u4e3a":75,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":103,"tensor\u5230eigentensor":103,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":103,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":103,"tensor\u6a21\u5757\u5bf9el":103,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":102,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":103,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":103,"tests\u7684paddlepaddl":100,"tflops\u4e86":108,"throw":112,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":107,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":110,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":92,"trainer\u8282\u70b9\u4e2a\u6570":110,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":110,"true":[6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,54,61,65,66,68,75,78,80,85,87,95,98,101,112,114,121,130],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"try":[32,33,36,37,38,47,51,68,76,82],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":58,"type\u6307\u5b9a\u4e3a":107,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":107,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":75,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":86,"unsupported\u6a21\u5757":102,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":119,"utf8\u7f16\u7801":129,"v1\u7248\u672c":82,"var":[31,48,50,52,61,65,66,67,72,76,80,104],"vector\u662frank\u4e3a1\u7684tensor":103,"void":[31,36,38,43,46,48,53,56,57,58,65,66,77,78,79,101,102,103],"w0\u548c":130,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":130,"wheel\u5305":75,"while":[6,13,21,31,40,47,51,60,63,64,68,74,76,79,114],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":103,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":98,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":95,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":95,"x86_64\u548cmaco":82,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":92,"x\u548cwindow":123,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":92,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":114,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":114,"zero\u4e09\u79cd\u64cd\u4f5c":119,AGE:[112,113],AWS:[13,35,116,117],And:[7,8,10,13,14,15,21,28,30,36,40,41,43,49,51,62,68,76,79,112],But:[8,9,13,21,30,48,76,82,127],EOS:8,For:[4,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,56,59,60,63,64,65,66,67,68,69,71,72,73,74,77,78,79,81,106,108,127],IDE:99,IDs:[14,21,40,60],IRs:69,Into:112,Its:[7,77,112],K8s:127,NMS:8,NOT:67,Not:[29,33,127],OPs:[69,70],One:[7,9,21,28,30,40,56,71,76],Ops:[72,74,78],PFS:44,QoS:113,Such:[53,67,80],TLS:[29,44,112],That:[8,13,62],The:[2,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,45,46,51,56,58,59,60,62,63,65,66,67,68,69,70,71,74,76,77,78,79,80,81,101,102,103,106,109,112,114,128,131],Their:[8,33],Then:[8,9,48,53,62,66,106,112],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,59,60,63,64,67,69,74,76,77,79,112],These:[7,15,31,46,50,61,74,77,78],Use:[7,13,29,45,68,72,106,112],Used:[9,18,22,72,79],Using:[33,47,63,68,72,74,76],VPS:112,Will:[13,28,92],With:[8,9,47,62,65,80],YES:41,Yes:[55,89],___embedding_0__:114,___embedding_1__:114,___fc_layer_0__:112,__align__:46,__cuda_align__:46,__device__:46,__doc__:78,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:78,__init__:[42,49,61,67,80,101,106,107],__main__:[4,49,130],__name__:[4,49,130],__param_conf__:28,__rnn_step__:98,__square_error_cost_0__:114,__tmp_params__:28,__va_args__:73,__x:46,_binari:32,_create_global_var:67,_dtype:51,_librari:32,_link:9,_loss:49,_op:[51,102],_proj:8,_recurrent_group:98,_res2_1_branch1_bn:130,_source_language_embed:[98,129],_target_language_embed:[98,129],_test:32,_update_op:42,_value_index:51,a75:46,a_op:102,aaaaa:35,aaaaaaaaaaaaa:112,abbrevi:15,abc:8,abil:49,abl:[8,29,53,61,67,69,71,81,127],about:[9,15,31,32,41,45,59,68,69,76,78,79,106,112],abov:[2,7,8,21,29,31,32,33,37,46,47,48,50,59,60,61,62,63,65,67,69,71,78,80,106,108,112,127],abs:[9,20,30,49],abs_numerical_grad:30,acceler:[8,34,55,62,63],accept:[6,8,13,29,72],access:[8,9,21,29,32,37,40,41,67,69],accessmod:112,accessor:67,accord:[7,8,15,21,30,38,50,60,69,70,72,80],accordingli:[7,8],account:[72,127],accrodingli:36,accumul:[33,38,42,62,63],accur:[30,40],accuraci:[7,18,42],achiev:[62,63,79],acquir:47,across:[8,13,59],act1:51,act2:51,act:[8,9,21,22,31,51,60,67,69,71,80,85,92,93,95,98,109],act_output:78,act_typ:[51,131],action:[69,112],activ:[9,21,27,32,51,60,67,69,74,78,85,92,93,98,131],activi:9,actual:[8,36,47,49,51,63,78,79],adadelta:[85,131],adagrad:[23,63,77,131],adagradoptim:61,adam:[23,29,38,49,87,131],adamax:23,adamoptim:[129,131],adapt:[7,10,21,28],add:[8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,61,63,66,67,69,70,72,74,76,82,100,103,109],add_activ:67,add_bia:67,add_depend:32,add_execut:32,add_input:[59,101],add_memori:59,add_output:59,add_scalar:[31,60,65],add_sum:67,add_test:[32,101],add_to:86,add_two:[31,59],add_unittest_without_exec:101,addattr:[78,102],addbia:101,addcom:[78,102],added:[7,8,18,26,28,31,46,62,63,70,74,100],adding:74,addinput:[78,102],addit:[8,9,62,72,74,80],addition:59,addop:48,addoutput:102,addr:33,address:[33,38,69,71,127],addrow:101,addtolay:8,addtyp:78,admin:127,administr:[40,127],adopt:[46,49],advanc:30,advantag:[30,46,47,63,68],adversari:[49,68],affect:[8,31],affili:60,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,62,64,67,69,70,100,106,112],again:[29,33,63],against:112,age:[14,114],agg_level:[8,94,95],aggreg:[42,62,112],aggregatelevel:[94,95],ago:32,alexnet_pass1:121,alexnet_pass2:121,algo_hrnn_demo:95,algorithm:[8,10,21,37,60,63,74,129],alia:21,align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,56,58,59,60,61,62,63,65,67,69,71,72,78,79,85,97,109,112,114,127],alloc:[6,38,41,79,103,109],allow:[29,38,47,63,69,74,112],allow_only_one_model_on_one_gpu:[118,119,121],allreduc:62,along:[15,21],alpha:[32,74],alreadi:[32,33,47,67,69,70,76,82,112],also:[8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,59,60,63,64,65,66,67,68,74,76,78,79,80,108,127,131],altern:106,although:62,altogeth:127,alwai:[8,9,28,32,56,71,77,112,114],amazon:[112,113],amazonaw:112,amazonec2fullaccess:112,amazonelasticfilesystemfullaccess:112,amazonroute53domainsfullaccess:112,amazonroute53fullaccess:112,amazons3fullaccess:112,amazonvpcfullaccess:112,ambigu:68,amd64:112,amend:100,among:[21,112],amort:62,amount:21,analysi:106,ancestor:[65,67],andd:112,android:123,android_abi:123,android_api:123,android_arm_neon:123,android_native_api_level:123,android_standalone_toolchain:123,android_toolchain:123,androideabi:123,angl:8,ani:[8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,56,60,62,63,67,68,69,70,71,73,74,112],announc:46,anoth:[8,13,28,29,31,41,47,60,67,76,78,112],anroid_arm_mod:123,ans:112,answer:[47,112],anymor:62,anyth:[13,60,68,112],anytim:49,anywai:106,apach:55,apart:21,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,59,64,72,75,80,81,91,106,107,108,110,112,114,122,123,127,128],api_shar:32,api_test:32,api_trainer_config_helpers_lay:[98,131],apiserv:112,apivers:[112,113,114],appear:[47,50,79],append:[2,13,21,28,42,60,67,68,95,98,110,114],append_backward:[106,107],append_backward_op:[23,61],append_batch_s:21,append_gradient_machin:28,append_op:67,append_oper:67,appleyard:108,appli:[8,21,49,50,62,76],applic:[25,46,47,50,67,72,106,108,112,113,127],applyl1:36,approach:[8,62,63,64,69,70,74,127,131],appropri:69,approxim:[20,63],apt:[89,106,107],arang:21,arbitrari:[8,56,69],arch:123,architectur:46,archiv:[14,57,58],area:49,arg:[2,7,9,25,51,61,78,87,102,114,130,131],arg_nam:8,argpars:114,args_ext:114,argu:66,argument:[2,8,13,15,25,31,36,37,61,64,66,67,71,114,123],argumentpars:114,argv:130,arithmet:46,arm64:[123,124],arm64_standalone_toolchain:123,arm:[46,123,124,125],arm_soft_fp_abi:123,arm_standalone_toolchain:123,armeabi:123,armv7:[46,124],armv8:46,arn:112,around:[2,8,40,67,112,127],arrai:[4,6,8,13,15,21,28,38,50,60,65,67,68,72,80,85,87,92,102,130],arrang:80,arrow:49,articl:[47,50,100],artifact:112,artifici:20,arxiv:[9,20,49],as_row_vector:8,as_step_input:31,asgd:63,ask:[33,40],assert:4,assign:[7,8,37,46,62,112,127],associ:[64,73],assum:[7,8,31,69],assumpt:69,astyp:[68,102],asyc:33,async:[33,118],async_count:[118,119],async_lagged_grad_discard_ratio:119,async_lagged_ratio_default:[118,119],async_lagged_ratio_min:[118,119],asynchron:[33,62],att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,65,66,67,78,85,86,87,98,102],attr_map:78,attrdesc:65,attribut:[8,9,21,27,31,65,70,72,76,78,80],attributemap:102,attrproto:78,attrtyp:[65,78,102],attrvalu:78,auc:[42,118],authent:112,author:[44,112],auto:[31,36,57,66,72,76,80,88,101,102,103,108],autom:112,automat:[8,29,38,48,61,69,70,72,78,106,112],avail:[33,38,46,47,70,71,112,127],averag:[7,8,11,28,37],average_test_period:[118,119],avg:[94,108,131],avg_cost:109,avgcost:131,avgpool:[8,131],avoid:[30,31,33,62,63,64,69,108],avx:89,awai:47,await:113,awar:[29,42,59,67,106,112],awk:115,aws:44,aws_account_id:112,awsaccountid:112,awskeymanagementservicepowerus:112,axes:21,axi:[8,21,85],axis:8,aync:70,b2t:129,b363:113,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:113,ba5f:112,back:[8,21,28,33,46,49,63,69],background:[7,8,74],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,54,55,61,63,64,66,73,74,101,102,109],backward_first:98,backward_op:30,backwardactiv:101,baidu:[47,113],bake:69,balanc:[62,70,112],bandwidth:[46,62],bare:[113,127],barrier:110,barrierstatset:108,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,61,62,63,69,72,73,74,79,80,99,106,109,112],baseactiv:9,baseev:28,basematrix:101,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[88,89,99,100,110,112,113,114],basi:114,basic:[8,28,51,65,69,72,73,80],batch:[8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,59,60,62,63,80,92,112,113,114,130,131],batch_0:130,batch_id:[28,49,92],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,68],batch_siz:[13,49,54,60,85,92,129,131],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,101],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:125,bdist_wheel:75,beacus:51,beam:[8,98],beam_gen:[8,98],beam_search:[28,60,97,98],beam_siz:[8,60,98,118,119,121],becaus:[7,8,14,29,31,32,33,38,46,60,64,67,68,74,76,77,80,81,95,106,112],becom:[70,76,79],been:[8,9,32,37,47],befor:[8,9,33,40,45,50,63,64,68,74,82,85,102,106,112,127],begin:[7,8,18,36,38,42,45,50,60,62],beginiter:[28,29],beginn:98,beginpass:[28,29],begintrain:29,behind:[47,80],being:[21,40,47,66,68,106],belong:[7,8,69,76],below:[31,33,38,46,47,56,64,68,69,70,74,80,81,112],benchmark:56,benefit:[9,40,41,60],bengio:20,besid:[8,14,62,69],best:32,besteffort:113,beta1:[10,23],beta2:[10,23],beta:[49,130],better:[9,32,47,60,112,127],between:[7,8,15,21,28,32,33,38,46,47,58,62,64,69,70,71,73,76,112],bgr:[15,130],bi_gru:9,bi_lstm:9,bia:[8,9,21,60,67,101,130],bias:8,bias_attr:[8,9,21,67,85,87,95,98],bias_initi:21,bias_param_attr:9,biases_:101,biasparameter_:101,biassiz:101,bidi:113,bidirect:[8,9],bidirectional_lstm:86,big:[70,127],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:108,bin:[89,110,112,113,114],binari:[7,8,13,32,41,46,49,56,69,106,112],bind:[46,48,76,79],bit:[46,47],bitcod:124,black:49,blank:[8,112],block:[8,34,36,38,42,43,47,53,59,61,69,70,79,103],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,67,72],blockdescbind:53,blueprint:60,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,72,89,98,104,109,128],bool:[6,7,8,9,10,11,13,15,28,31,46,52,54,55,66,67,77,78,80,81,101,119,121],boost:79,boot:[8,97,98,127],boot_bia:8,boot_bias_active_typ:8,boot_lay:[95,98],boot_stat:80,boot_with_const_id:8,bootstrapp:127,borrow:[49,80],bos_id:[8,98],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,60,62,66,69,70,77,79,112],bottl:62,bottom:[28,131],bound:8,boundari:69,boundri:7,box:[8,49],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,65,69,75,100],break_if:80,brief:[32,38,46,79,103],bring:47,broadcast:[21,33,62,72,127],broken:100,browser:[106,112],bsd:[62,99],bucket_nam:112,buf:36,buf_siz:13,buffer:[13,36,56,63,68,76,109],buffer_s:13,buffered_read:68,bufsiz:13,bug:[100,112],build:[8,14,32,41,50,51,55,63,69,74,75,78,88,99,100,104,106,107,110,112,114,116,117,123,124,125],build_dict:14,build_doc:104,build_model:49,built:[32,46,47,62,69,78,80,106,107,108,127],bunch:56,button:112,c11:57,c703c041:100,c99:58,c99e:112,cach:[46,69,85],cache_pass_in_mem:[2,85],cachetyp:[2,85],cacul:[9,42],caff:[31,47],caffe2:[31,47],caffe_poli:87,calc_batch_s:2,calcul:[7,8,9,18,21,30,33,38,42,46],call:[7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,59,60,61,67,69,72,73,76,78,79,80,106,107,108,112,114,131],callabl:[6,8,13,14],callback:101,caller:[30,106,112],calrnn:95,can:[6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,59,60,61,62,63,65,66,67,68,69,70,71,72,73,74,78,79,80,106,108,112,127],can_over_batch_s:2,cancel:40,candid:[8,60],candidate_activ:21,cannot:[71,72,76,80,82],cantain:51,capabl:[46,64,72],capac:[74,112],capi:57,capi_prvi:58,caption:60,captur:8,card:62,care:[9,41,68,79,127],caret:28,carpedm20:49,carri:21,cast:46,cast_to_op_attr:78,cat:[13,15,89,114,115,130],categori:[8,14,33],categorig:14,categoryfil:113,caus:[33,45],caution:112,cbla:54,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:79,ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,cell_t_prev:21,cell_valu:21,center:15,center_crop:15,cento:[91,127],central:74,ceph:[13,35],cephf:[35,41,44],certain:[61,76,79],certif:[29,44,112],cffi:57,cfg:113,cgo:57,chain:[13,50],challeng:[8,33,47,52,79],chanc:[29,46],chang:[8,14,32,37,41,47,64,65,68,73,76,100,112],channel:[8,9,15,21,108],channel_shar:8,chapter:[59,60],chapter_data:59,chapter_out:59,check:[2,13,31,32,66,72,87,100,101,112,119],check_align:13,check_attr:78,check_eq:101,check_fail_continu:2,check_grad:[30,102],check_l:101,check_output:102,check_sparse_distribution_batch:[118,119],check_sparse_distribution_in_pserv:[118,119],check_sparse_distribution_ratio:[118,119],check_sparse_distribution_unbalance_degre:[118,119],checker:72,checkgrad:119,checkgrad_ep:119,checkmark:127,checkout:100,checkpoint:[66,70],checksum:44,child:31,chip:47,chmod:112,choic:[32,47],chosen:49,chunk:[37,44],chunk_schem:7,chunktyp:7,chw:15,circl:50,circumst:79,claim:112,claimnam:[112,114],clang:[46,57,100,123],clarifi:7,clariti:60,classic:8,classif:[8,20,50,131],classifi:[8,49,130],classification_cost:[69,85,95,131],classification_error_evalu:[7,131],classification_evalu:7,claster:112,clean:[31,32,43,64,72,82,100],clear:[7,32,60,64,76],clearer:[64,67],clearli:76,cli:112,click:[106,112],client:[36,39,72],clip:[6,9,119,131],clock:8,clone:[8,88,99,104,106,107,123,125],close:[2,68,71,100],cloud:[32,33,41,44,45,71,72,127],cloud_read:13,cludform:112,cluster:[13,28,29,31,33,38,69,71,110,111,114],cluster_test_fil:110,cluster_train:[85,111,131],cluster_train_fil:110,cluster_train_v2:[111,115],cm469:112,cmake:[58,82,88,99,100,102,104,106,108,123,124,125],cmake_build_typ:[106,123,124,125],cmake_c:[123,124],cmake_system_nam:[123,124,125],cmakelist:[32,54,55,101],cmatrix:[57,58],cmd:13,cname:112,cnn:[8,113,131],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,56,61,63,64,66,68,69,70,72,73,74,78,80,101,112,113],codebas:72,coded_stream:87,codedinputstream:87,coeff:8,collabor:33,collect:[8,14,28],collectbia:101,color:[15,130],colour:14,column:[7,8,21,50,68,71,106],column_evalu:7,com:[8,9,14,32,49,88,99,100,104,106,107,109,112,113,123,125,127,130],combin:[7,8,9,13,23,28,61,72,76],come:[21,42,65,69,80],comma:[25,28,38],command:[13,25,32,36,41,45,99,101,106,112,113,114,116,117,121],commandlin:[108,114],comment:[32,51,78,95,114],commit:[32,113],common:[15,20,23,26,35,74,79],commonli:[45,74,106],commun:[33,38,39,62,69,70,112],compani:47,compar:[30,32,72],comparison:[32,47],compat:[46,48,62],compil:[8,32,51,53,62,69,73,77,78,81,99,110,123,124,125],complaint:32,complet:[8,9,14,23,28,31,33,37,38,44,50,56,72,106,112,113,114,127],complex:[9,40,60,72],complic:[8,48,68,69,80],compon:[51,69,80],compos:[13,29,48,51,59,67,72],composenotalign:13,composit:48,compress:37,comput:[8,9,21,25,29,30,33,43,46,47,51,56,61,62,63,69,70,71,73,76,79,81,102,103,106,109,112],computation:8,computationgraph:51,con:62,concat:[49,98],concaten:[8,9,49,59,80,85],concentr:72,concept:[7,29,47,48,49,51,59,60,63,64,65,71,76,80,81],conceptu:[43,47,49,51],concern:[29,42],concis:[49,80],conckerneltrac:25,concret:[72,79],concurr:[33,40,47,70],cond:[21,31,47,52,65],condit:[8,21,37,47,52,69,113],condtion:49,conf:[4,8,87,95,111,114,129,130],conf_paddle_gradient_num:[112,114],conf_paddle_n:[112,114],conf_paddle_port:[112,114],conf_paddle_ports_num:[112,114],conf_paddle_ports_num_spars:[112,114],confer:20,confid:8,confidence_threshold:8,config:[6,8,25,35,45,60,92,101,112,113,114,118,119,121,127,131],config_:[36,119],config_arg:[118,119,121,130,131],config_bas:[7,8,28],config_lay:101,config_len:38,config_pars:[4,54,55,101],config_proto:38,configprotostr:87,configur:[8,21,28,36,38,40,41,47,51,67,70,79,93,101,127,129,130],confirm:45,conflict:[76,100],confus:[15,49],conll:14,connect:[9,21,41,69,70,83,112,113,127,131],connectionist:8,consequ:[8,9],consid:[7,8,20,66,79,127],consider:[8,9],consist:[7,8,14,15,37,56,65,68,72,73,78],consol:112,consolid:31,constant:[8,20,21,51,53,71,87],constantiniti:21,constraint:[69,76],construct:[7,29,43,51,59,67,72,76,78,81],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,67,72,76,78],consum:[33,106],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,56,64,67,71,72,73,76,77,78,80,81,99,112,113,114],containerport:112,content:[38,45,56,60,104],content_dir:104,content_len:38,context:[2,8,9,14,76,77,79,85,98,102,103,109],context_attr:9,context_len:[8,9,131],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,131],contin:112,continu:[7,33,56],contrast:8,contrib:74,contribut:74,contributor:72,control:[6,31,71,112,113,127],conv2d:49,conv:[9,21,49],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_layer_attr:9,conv_num_filt:[9,22],conv_op:8,conv_pad:[9,22],conv_param_attr:9,conv_strid:9,conv_with_batchnorm:[9,22],conveni:[29,51,61,78],convent:38,convers:[46,47,69],convert:[2,4,14,21,35,46,47,68,73],convlay:8,convolut:[8,9,13,21,22,49,67,79],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:100,coordin:[33,38],copi:[28,29,37,40,45,50,59,60,62,63,80,112],core:[6,18,51,58,63,64,80,109],coreo:[112,127],corner:72,corpu:14,correct:[8,21,30,46,62,112],correctli:[7,13,46,49],corresond:46,correspoind:29,correspond:[8,21,26,29,31,32,46,51,52,59,60,67,71,72,73,74,78,79,87,106],corss_entropi:29,cortex:46,cos:[8,78],cosin:[8,21,78],cosineop:78,cosineopproto:78,cosineopprotomak:78,cost:[21,28,29,50,61,62,65,66,69,71,92,109],cost_id:8,cost_np:66,cost_val:69,could:[8,13,28,29,30,37,46,47,59,61,63,64,65,67,68,69,70,73,106,112],count:[7,33,41,42,66,68,108,110,113,119,121],counter:[25,33,37,50],cours:[7,41],covari:8,cover:47,cp27:91,cp27m:91,cp27mu:91,cpp:[30,36,48,54,55,57,58,64,70,72,81,87,95,101,108,114,131],cprofil:[106,107],cprofilev:[106,107],cpu:[2,6,8,30,41,46,63,64,69,71,72,74,75,79,99,102,103,106,108,109,113,121],cpu_avx_mkl:91,cpu_avx_openbla:91,cpu_per_p:71,cpu_per_train:71,cpudevicecontext:[79,102],cpuengin:55,cpuinfo:89,cpuplac:[79,102,103,109],cpusparsematrix:58,crash:[33,108],creat:[6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,59,61,62,63,64,67,73,74,87,92,100,101,104,113,114,115,127],create_backward_pass:61,create_bias_paramet:101,create_block:67,create_cloud_job:71,create_doc_str:78,create_input_paramet:101,create_local_scop:43,create_oper:48,create_optimization_pass:[23,61],create_paramet:67,create_python_ops_creatation_funct:78,create_rnn:31,create_rnn_op:59,create_st:18,create_tmp_var:67,create_tmp_vari:67,create_var:67,create_whileloop:80,createfromconfigproto:4,creategradientoper:73,createop:78,createoper:31,createstack:112,createvari:31,creation:[48,112],creationd:112,creator:[13,14,35,72,73],creator_:73,credenti:45,crf:79,critic:[49,106],crlf:100,crop:[15,79,130],crop_grad:79,crop_siz:[15,130],crope:15,cropgradkernel:79,cropkernel:79,cross:[8,67,87,123,124,125,131],cross_entropi:[8,29,49,71],cross_entropy_with_selfnorm:8,crt:44,csc:101,csr:101,csv:[25,87],ctc:7,ctc_evalu:7,ctest:[88,99,100,102],ctor:67,ctrl:[99,111],ctx:[102,103],cublas_handle_:79,cublashandle_t:79,cuda7:91,cuda8:[88,91],cuda:[25,32,47,72,79,99,102,108,119],cuda_dir:[118,119],cuda_fp16:46,cuda_profil:25,cuda_so:[82,89],cuda_visible_devic:85,cudaconfigurecal:108,cudadevicecontext:[79,102],cudadevicegetattribut:108,cudaeventcr:108,cudaeventcreatewithflag:108,cudafre:108,cudagetdevic:108,cudagetdevicecount:108,cudagetdeviceproperti:108,cudagetlasterror:108,cudahostalloc:108,cudalaunch:108,cudamalloc:108,cudamemcpi:108,cudaplac:79,cudaprofilerstart:108,cudaprofilerstop:108,cudaprofilestop:108,cudaruntimegetvers:108,cudasetdevic:108,cudasetupargu:108,cudastream_t:79,cudastreamcr:108,cudastreamcreatewithflag:108,cudastreamsynchron:108,cudeviceget:108,cudevicegetattribut:108,cudevicegetcount:108,cudevicegetnam:108,cudevicetotalmem:108,cudnn:[8,11,32,79],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[118,119],cudnn_convt:8,cudnn_dir:[118,119],cudnn_handle_:79,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:79,cudnnhandle_t:79,cudnnplac:79,cudnnv5:88,cudrivergetvers:108,cuinit:108,cumtim:[106,107],cumul:8,cur_mem:60,curl:[13,112],curli:[31,50],current:[2,8,21,31,32,33,36,38,42,47,59,60,63,64,67,70,71,76,80,104,112,128],current_block:[65,67],current_oper:65,current_word:[85,98],currentcost:131,currentev:131,curv:29,custom:[23,29,41,46,49,60,63,72,112],custom_batch_read:68,cut:[70,80],cut_lin:13,cutoff:14,cv2:15,cxx:124,cxx_compil:[123,124,125],cxx_flag:124,cxx_flags_minsizerel:123,cxxabi_1:91,cycl:33,cyclic:8,cython:57,d3e0:112,d_b0:49,d_b1:49,d_b2:49,d_block:49,d_f:49,d_g:49,d_h0:49,d_h0_bn:49,d_h0_relu:49,d_h1:49,d_h1_bn:49,d_h1_relu:49,d_h2:49,d_loss:49,d_loss_fak:49,d_loss_real:49,d_optim:49,d_step:49,d_t:49,d_w0:49,d_w1:49,d_w2:49,dalla:2,dandroid_abi:123,dandroid_arm_mod:123,dandroid_arm_neon:123,dandroid_standalone_toolchain:123,darwin:112,dash:49,dat:35,data:[2,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,56,59,60,61,62,63,64,65,67,70,71,72,74,76,77,78,79,80,81,85,92,93,95,98,103,109,110,113,114,116,118,129,130,131],data_batch:85,data_config:4,data_dir:129,data_fil:15,data_i:49,data_lay:[2,36,85,95,131],data_layout:21,data_read:[13,68],data_reader_creator_random_imag:68,data_shar:80,data_typ:[13,14,56,77,81,92,93,98],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,109],dataflow:51,dataprovid:[1,85,87,114,131],dataprovider_:131,dataprovider_bow:131,dataprovider_emb:131,dataproviderconvert:4,datasci:8,dataset:[35,41,63,68,92,93,98,106,107,110,130],dataset_nam:15,datatyp:[14,18,77,81],dcgan:49,dcmake_build_typ:104,dcmake_install_prefix:[123,124,125],dcmake_system_nam:[123,124,125],dcuda_arch_nam:88,dcudnn_root:88,ddim:[79,103],dead:33,deal:127,deb:100,debug:[30,45,47,69,104,106,107],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,56,63,73,74,77,128],declar:[8,21,31,49,59],declear:21,decod:[8,9,97,98],decoder_boot:98,decoder_dim:60,decoder_group_nam:98,decoder_input:[60,85,98],decoder_mem:[60,98],decoder_prev:9,decoder_s:[85,98],decoder_st:[9,98],deconv:[8,49],deconvolut:[8,21],decor:[2,13],decrypt:112,deduc:72,deep:[8,20,40,43,49,50,55,72,74,79,108,130],deepspeech2:54,def:[2,4,8,13,29,30,35,41,42,48,49,51,59,60,61,67,68,78,80,85,87,92,95,98,101,102,114,130,131],def_block:49,default_block:49,default_decor:114,default_devic:121,default_main_program:[18,109],default_param_attr:67,default_st:80,default_startup_program:[18,109],default_valu:121,defaultinfervartyp:53,defect:64,defer:40,defin:[2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,59,62,65,67,68,70,72,76,78,79,80,85,92,102,106,109,131],define_py_data_sources2:[2,87,130,131],definit:[31,33,37,43,65,69,73,78,80,106,109,129],definiton:48,degre:8,delai:[63,79],delet:[41,44,100,128],deletestack:112,delimit:[7,87],deliv:127,delta:[8,30],delv:[8,20],demand:[33,79],demo:[4,8,14,72,113,116,129,130,131],dens:[8,13,38,39,77,112],dense_arrai:13,dense_vector:[2,4,13,92,93],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,62,66,69,70,77,127],dependent_var:66,deploi:[8,127],deploy:[51,56,72,112,127],deprec:8,depth:[31,47],dequeu:70,deriv:[5,29,52,61],desc:[31,56,67,78,80],desc_:31,descend:80,descent:[8,33,63],descproto:56,describ:[29,31,32,37,43,56,59,60,64,65,67,72,77,78,81,112,113],describestack:112,describestackev:112,describestackresourc:112,descript:[7,31,32,53,55,56,73,77,81,112,114],deseri:[28,56,64],deserializ:72,desgin:50,design:[8,13,20,36,57,63,74,127],desir:[13,33,63,112,113],destin:[38,45],destroi:[31,43],destruct:76,det_output:7,detail:[6,7,8,9,10,21,30,37,41,45,47,49,51,56,59,67,69,71,74,76,80,81,106,112,127],detect:[53,100],detection_evalu:7,detection_output:7,determin:[8,13,31,72],dev:[72,82,89,99,100,106,107,123,127],dev_ctx:31,develop:[32,47,53,64,67,73,75,100,106,109,124],deviat:[6,20],devic:[6,42,46,51,55,62,64,69,71,72,82,89,103,109,121],device_context:102,devicecontext:[31,102],deviceid:[55,121],deviceid_:55,devid:8,dhcp:127,diagram:59,diamond:49,dic:15,dict:[2,7,14,28,67,71,87,95,114],dict_dim:[85,95],dict_fil:[7,95],dict_siz:[14,36,60],dictionari:[2,7,8,14,28,29,30,67,71,85,131],dictrionari:131,did:64,diff:100,diff_mat:30,differ:[7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,60,62,63,66,69,70,71,73,76,80,106,112],differenti:48,difficult:[7,30,47],difficulti:20,dig:112,digit:8,digraph:51,dilat:8,dilation_i:8,dim0:102,dim1:102,dim:[8,13,21,36,56,59,72,77,79,81,101,102,103,129],dim_:[79,103],dimens:[5,8,9,11,13,21,49,72,77,79,80,85,103],dimension:[8,21],dimes:8,dios_arch:124,dios_enable_bitcod:124,dios_platform:124,dios_use_veclib_for_bla:124,dir:[114,123,130],direct:[8,9,15,47,63,106],directli:[9,20,23,26,32,39,41,46,64,69,78,80],directori:[8,32,35,40,44,45,79,100,104,108,113,128],disabl:87,disadvantag:[63,67],discard:[13,33,37,60,100,119],discexp:87,discount:8,discov:33,discoveri:112,discret:8,discrim:49,discuss:[29,31,37,38,39,69,79],disk:56,dispatch:[64,69],displai:[41,45],dist:[75,82,88],dist_train:[29,41],distanc:[7,8],distinguish:32,distribut:[8,20,31,37,38,39,40,42,47,62,70,71,72,81,116,117,119,127],distribute_test:[118,119],disucss:29,div:21,divid:[8,10,42,78,81,106],diy_beam_search_prob_so:[118,119],dns:112,do_forward_backward:68,doc:[4,13,51,59,80,102,104,110,111,114],doc_cn:104,docker:[75,82,88,89,100,104,110,112,113,114,116,117,123,127],docker_build:29,docker_clust:[111,115],docker_push:29,dockerfil:[99,100,114,123,125],document:[8,9,30,44,47,50,59,60,69,72],documentari:2,doe:[9,33,37,38,40,41,43,46,51,59,64,67,69,70,72,73,74,109],doesn:[6,8,13,29,31,68,71,106],dog:130,doing:[36,40,50,69],domain:112,don:[9,29,32,48,50,68,112],done:[7,8,9,32,33,37,38,53,56,63,69,73,74,100,106,108,112,114],dot:[8,9,102],dot_period:[114,119,121],dotmuloper:8,dotmulproject:8,doubl:[46,50,69,102,119],down:108,download:[14,32,33,36,40,44,113,127],doxygen:100,dozen:32,dpython_execut:82,dpython_include_dir:82,dpython_librari:82,draw:60,drive:76,drop:[8,9,21,60],drop_fc:86,drop_rat:[6,86],dropout:[6,9,86],dropout_prob:21,dropout_r:[8,86],drpi_arm_neon:125,drpi_toolchain:125,drwxr:113,dst:38,dtoh:108,dtype:[4,18,21,51,67,87,109,130],due:[37,40,49,60,67,106,107],dummi:[28,37],dump:56,duplic:[21,70],durat:37,dure:[2,8,9,21,26,31,33,37,40,41,42,47,62,63,72,112,127],duse_eigen_for_bla:123,dwith_c_api:[58,123,124,125],dwith_doc:104,dwith_gpu:[88,104,125],dwith_mkl:104,dwith_profil:108,dwith_python:[58,125],dwith_swig_pi:[58,123,124,125],dwith_test:[88,102,124],dwith_tim:108,dynam:[2,38,58,59,68],dynamic_cast:101,dynamic_recurrent_op:80,e2e:127,each:[2,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,59,60,62,64,66,67,68,69,70,72,73,76,77,78,79,80,106,112,127],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:46,eas:[13,53],easi:[30,60,63,68,72,74],easier:[29,46,47,68,70,80],easili:[29,49,62,68,73,76,79],echo:[82,89],edg:[15,71],edit:[7,112],editor:67,edu:[14,112,113],eeoi3ezpr86c:112,effect:[8,28,112],effici:[8,56,68,69,79],effort:69,efg:8,efs:112,efs_dns_nam:112,efsvol:112,eigen:[46,63,72,74,79,102],eigen_device_:79,eigen_use_gpu:102,eigenmatrix:103,eigentensor:103,eigenvector:103,either:[8,9,13,21,28,29,49,52,53,59,63,69,74],elb:112,elbapis:112,electron:113,elem_dim:8,elememt:8,element:[7,8,9,13,15,21,28,30,37,51,60,70,71,72,102],element_typ:38,elementari:72,elementwis:21,elif:[29,78],els:[29,36,41,47,49,52,53,69,70,76,78,89,95,101,130],emac:99,emailweixu:32,emb1:[36,95],emb2:[36,95],emb:[85,87,95,113,131],emb_group:95,emb_para:87,emb_param_fil:87,emb_sum:85,embed:[29,31,36,53,60,70,77,80,87,98,129],embedding_lay:[36,85,95,131],embedding_nam:[8,98],embedding_s:[8,98],empir:8,emplace_back:101,emploi:78,empti:[7,13,33,60],emul:46,enabl:[6,8,31,32,37,51,70,99,108,112],enable_grad_shar:[118,119],enable_parallel_vector:119,enableonstart:25,enc_proj:[9,98],enc_seq:9,enc_vec:98,encapsul:[38,71],encod:[9,37,60,95],encoded_proj:[9,98],encoded_sequ:[9,98],encoded_vector:98,encoder1:95,encoder1_expand:95,encoder1_rep:95,encoder2:95,encoder2_rep:95,encoder_ctx:60,encoder_ctx_expand:60,encoder_ctx_proj:60,encoder_dim:60,encoder_last:8,encoder_out_seq:60,encoder_s:98,encount:36,encourag:[43,69],encrypt:112,encrypt_decrypt:112,end2end:127,end:[7,8,28,31,51,60,64,68,76,98,100],end_pass:29,end_po:8,endforwardbackward:28,endian:56,enditer:[28,29,92],endpass:[28,29,92],endpoint:[13,35,112],endtrain:29,engin:[41,55],english:8,enough:31,enqueu:70,ensembl:9,ensur:[33,62,76],enter:[31,43],enterpris:72,entir:[8,9,38,40],entiti:[7,31,76],entranc:43,entri:[13,37,41,53,112],entropi:[8,67,131],entry_point:41,enueu:70,enumer:[5,87],env:[85,104,106,107,112,114],environ:[29,71,82,106,108,112,113],environmenterror:110,eol:100,eos_id:[8,98],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,80,95,102],equat:[7,8,9,10,21,102],equival:[29,31,47,52,78,127],error:[6,7,8,9,21,29,30,37,45,46,47,76,82,87,112,119,131],error_clipping_threshold:[6,85],especi:[8,9,55],essenc:29,essenti:[8,29,43,46],estim:[8,29,63,70],eta:113,etc:[7,13,21,31,42,62,63,68,69,76,112,127],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:[112,114],euclidean:8,eval:[7,18,31,42,49,71,72,131],eval_program:[18,42],eval_result:42,evalu:[8,16,27,28,40,51,66,69,71,108,109],evaluate_difficult:7,even:[29,46,47,62,67,68],evenli:[38,112],event:[92,113],event_handl:[28,29,92],eventu:[69,80],everi:[7,8,9,13,18,29,33,37,38,40,42,50,51,53,59,62,67,70,76,78,92,109],everyth:[49,69,70],evid:64,evolv:47,exactli:[8,9,85,112],exampl:[7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,59,60,64,65,67,68,70,72,73,74,77,79,80,106,109,112,130],exc_path:82,exceed:8,except:[8,14,40,47,50,80],exchang:64,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:109,execut:[32,33,37,41,42,43,49,51,62,71,73,106,112],executioncontext:[102,103],executor:[16,18,42,46,47,49,61,65,106,107,109],exist:[29,31,33,45,47,60,67,68,71,73,78,79,80,103,112],exit:[38,45,113],exp:[21,87],expand:[21,60,95],expand_a:[8,94,95],expand_lay:95,expand_level:[8,94],expandconvlay:8,expandlevel:94,expans:8,expect:8,experi:56,expert:32,expir:33,explain:[7,21,33,47,48,50,106],explan:[8,30,41,69,76],explicit:[80,101],explicitli:[29,43,69,71],explor:[8,60,74],expon:8,exponenti:5,expos:[39,56,79,80,112],express:[29,42,51,70,112],extend:[7,63,70,80],extens:[40,60,70],extent:58,extern:[32,55,57,58,72],external_librari:32,extingrad_:55,extinval_:55,extoutgrad_:55,extoutval_:55,extra:[6,8,9,69,74,79,127],extra_lay:28,extraattr:[6,121],extraattribut:8,extraattributenon:8,extract:[7,8,47,64,69,112,129,130],extract_fea_c:130,extract_fea_pi:130,extralayerattribut:[6,9,85,86],extralayeroutput:9,extrem:[8,47],f1205:87,f120da72:113,f7e3:112,fa0wx:113,fabric:[110,111],face:[32,74],fact:[47,62,65,67],factor:[6,10,21],factor_s:8,factori:57,fail:[33,37,60,71,82,87,113,119],failur:[33,38],fake:49,fake_imag:68,faked_imag:49,fall:[46,66],falloc:44,fals:[6,7,8,9,10,13,21,22,23,30,31,47,52,54,59,65,66,68,77,81,85,92,93,95,98,101,102,110,113,121,129,131],false_block:[31,52,65],false_label:68,false_neg:42,false_posit:42,false_read:68,fan_in:20,fan_out:20,faq:122,far:80,fashion:69,fast:[8,37,47,108],faster:[8,9,26,33,47],fastest:47,fault:[28,37,72],fbd1f2bb71f4:113,fc1:[51,71,101,121],fc1_bia:51,fc1_weight:51,fc2:[51,71,121],fc3:[51,121],fc4:121,fc8a365:112,fc8a:112,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[67,78,85,87,95,121,131],fc_layer_nam:9,fc_mat:28,fc_op:78,fc_out:31,fc_output:78,fc_param_attr:9,fc_without_b:31,fclayer:101,fcop:48,fdata:95,fea:130,fea_output:130,feasibl:63,featur:[2,5,8,13,14,46,51,62,69,100,130],feed:[9,28,29,50,59,69,71,74,92,109],feed_dict:[49,71],feed_list:109,feeder:[13,109],feedforward:20,festiv:2,fetch:[14,33,36,66,69,82,100,109],fetch_list:109,fetch_op:66,few:[32,33,63,68,69,77],fewer:[8,67],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,56,66,73,77,78,85,112],fifth:50,figur:[29,32,47,49,55,59,67,69,70,129],file:[2,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,56,58,68,69,72,79,81,100,102,109,127,130],file_list:2,file_nam:[87,95,130,131],file_typ:13,filenam:[2,15,35,67,85,106,107],fileoffset:44,filesystem:[40,41,44,69,112],fill:[8,21,33,37,47,67,112],fill_zero_grad:72,filter:[8,9,21],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,60,76],find_var:30,findop:31,findvar:[31,76],fine:[6,37,48],fingerprint:112,finish:[33,37,40,41,43,62,78,112,113],first:[8,21,28,29,31,33,37,40,41,43,45,47,49,50,51,59,60,65,66,67,69,72,77,78,79,80,102,103,112,127,131],first_seq:98,firstli:[7,8],firstn:13,firstseen:113,fit:[14,46,56,60,72],five:65,fix:[6,8,57,69,100,106],flag:[8,14,21,54,55],flatten0:51,flatten:[51,65,67,103],flatten_result:85,flexibl:[8,9,29,38,47,50,59,60,63,68,69,79,80],flip:15,flist:110,float16_t:46,float32:[4,13,21,46,48,49,67,68,87,102,109,130],float_16:21,float_to_half_rn:46,floor:[8,87],flow:[21,31,59,75],fluid:[0,18,20,21,22,23,25,26,43,79,106,107],fmt:87,fname:87,fnt03:112,focu:[51,106],folder:[32,35,41,45,112],follow:[7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,43,46,47,48,49,50,51,52,53,59,60,62,63,65,66,67,68,69,70,72,73,74,76,77,78,79,80,106,109,112,116,117,127],forbid:29,forc:[62,67],force_load:57,forest:31,forget:[10,21,29],forget_bia:21,fork:8,form:[8,9,42],format:[7,13,14,15,21,25,28,30,37,46,47,60,80,93,100,101,112],former:[29,32,47,63],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,54,55,56,61,64,65,68,72,73,74,77,101],forward_op:30,forwardactiv:101,forwardbackward:28,forwardtest:4,found:[46,65,74,76],four:[7,42,47,50],foward:66,fp16:[46,72,81],fp32:[72,81],fp64:81,fparam:87,fpga:[71,109],fpgadevicecontext:79,fpgaengin:55,fpgaplac:79,frac:21,frame:[7,43,72,80],framework:[29,31,42,46,47,51,62,63,65,72,74,76,78,79,102,106,107,109],free:[14,79,127],frequenc:14,frequent:[37,68,72,74,79],fresh:[40,71],friend:76,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,59,60,61,62,64,65,67,68,69,70,71,72,73,76,79,80,82,97,102,103,106,107,108,112,113,127,129,131],from_no_sequ:[8,94],from_sequ:[8,94],from_tar:[28,92],fromfil:[68,87,130],fromstr:87,front:51,fuction:25,fulfil:108,full:[8,33,40,59,62,63,127],full_matrix_project:[9,95,98],fulli:[21,69,70,127,131],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,67],fullyconnectedlay:101,func:[2,13,37,73],funciton:[9,21],functor:[48,51],fundament:[46,70,72],further:[8,78,127],furthermor:71,futur:[8,40,46,59,69,72,128],fvs:78,fwd_op:73,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:[54,55],g_h0:49,g_h0_bn:49,g_h0_relu:49,g_h1:49,g_h1_bn:49,g_h1_relu:49,g_h2:49,g_im:49,g_loss:49,g_optim:49,g_program:67,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,gamma:130,gan:29,gangliao:32,gate:[8,9],gate_act:[8,9,95],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:54,gather:[8,62,64,102],gauss:6,gaussian:20,gaussian_normal_random:49,gcc:[46,57,72,88,99,106,123,125],gcc_3:91,gcreators_:78,gemm:54,gen:8,gen_proto_pi:104,gen_rand_param:87,gender:[14,114],gendrated_id:60,gener:[2,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,62,63,65,66,67,68,69,70,72,73,77,78,79,80,92,108,112,114,121,129],generated_id:60,generated_scor:60,generated_word_embed:8,generatedinput:[8,97,98],genr:114,gereat:7,get:[2,7,8,13,14,28,30,31,32,33,37,38,40,41,44,47,49,51,54,55,59,60,67,71,72,73,76,78,79,80,89,101,106,107,111,112,113,115],get_all_op_proto:78,get_block:67,get_cloud_job:71,get_config_arg:121,get_data:[113,131],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:101,get_model:130,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:85,get_shap:28,get_support:[82,91],get_symbol:51,get_tensor:30,get_vari:31,get_word_dict:14,getbatchs:101,geteigendevic:103,getenv:[29,41,110,114],gethostbynam:114,gethostnam:114,getidmap:114,getinfervartyp:53,getinput:101,getinputgrad:101,getinputvalu:101,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:101,getoutputvalu:101,getparam:36,getparameterconfig:36,getparameterptr:101,getparameterspars:36,getparametersremot:36,getplac:[79,102,103],getpodlist:114,getsiz:101,gettask:37,gettempl:112,gettranspos:101,getw:101,getweight:101,getwgrad:101,gist:9,git:[75,82,88,99,100,104,123,125],github:[9,32,49,88,99,100,104,106,107,109,123,125,130],give:[2,33,59,67,72,112],given:[8,13,21,28,38,40,47,48,49,60,68,70,71,74,80],glibc:[123,125],glibc_2:91,glibcxx_3:91,glide:32,global:[6,21,23,29,31,32,33,51,64,71,72,76,78,79,99,108,112],global_block:67,global_learning_r:6,global_pool:21,global_step:23,globalstat:108,globalstatinfo:108,globe:2,glorot10a:20,glorot:20,gnueabihf:125,go_librari:32,go_test:32,goal:[46,50,62,72],gob:37,godep:32,godoc:57,goe:[9,33,47,52,76,109],going:[48,63,106,127],golang:32,good:[47,49,63,68,74,106,127],googl:[29,72,87,106,107,123],googleapi:112,googlenet:55,got:76,gpg2:112,gpg:112,gprof:107,gprotos_:78,gpu:[6,8,11,30,41,42,46,62,63,64,69,71,72,74,75,79,82,89,91,93,99,108,109,110,121,127,130],gpu_id:[85,119,121],gpu_per_train:[69,71],gpudevic:79,gpugpu_id:118,gpukernel:72,gpustarttimestamp:25,grab:33,grad:[30,38,55,77,119],grad_op_class:72,grad_op_maker_:73,grad_op_typ:[72,73],grad_op_type_:73,grad_share_block_num:[118,119],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,61,62,63,64,72,77,106,110,114,119,131],gradient_clipping_threshold:[6,85,131],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,58],gradientmachin:[4,28,58,64,114],gradientmachine_:36,gradopdescmak:[53,73],gradopdescmakerbas:73,gradopmak:73,grai:15,grain:48,gram:129,grandient:28,grant:112,graph:[8,21,28,31,32,33,42,47,49,59,62,63,65,69,71,81],great:[70,127],greater:[8,63],greaterthan:78,green:49,grep:[89,115],gridsize3d:25,groudtruth:98,ground:[7,8],group:[9,21,22,37,51,79,127],group_input1:98,group_input2:98,group_input:[95,98],grouplen:14,grpc:127,gru:[8,60,131],gru_bias_attr:9,gru_decod:98,gru_decoder_with_attent:98,gru_encoder_decod:129,gru_layer_attr:9,gru_memori:9,gru_out:60,gru_param_attr:9,gru_siz:131,gru_step:[60,98],gru_step_lay:9,grumemori:[9,86,98],gserver:[8,54,55,101],gsizex:108,guarante:67,guard:36,guest:91,gui:106,guid:[25,44,72,112,113],gzip:[13,37,113],h0_bn:49,h_prev:31,hadoop:[13,29],half:[46,112],half_to_float:46,hand:[72,79],handi:32,handl:[13,29,41,51,64,68,69,71,76,79,80,109],handler:[28,31],happen:[37,78],hard:[47,60,69,70,80,112],hardwar:[47,79],harvest:131,has:[7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,56,60,62,65,69,70,71,72,77,78,79,108,109,112,127],has_kei:28,has_selected_colum:8,hasdependentvar:66,hash:62,hasn:47,hassubseq:95,have:[8,9,13,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,56,59,60,62,63,64,65,67,68,69,70,71,72,73,76,77,79,81,112,127],haven:47,hdf:[13,35],head:[102,115],header:[38,56,58,72,79,87,130],headip:115,height:[8,13,15,31,57,68,87,101,102],height_:77,held:33,hello:29,help:[4,8,21,31,45,47,51,60,68,72,80,100,106],helper:[8,21,69,73,80],henc:[63,67,69,73,74,76],here:[6,7,8,9,13,21,29,32,33,39,43,45,47,50,51,59,68,74,78,112,127],heterogen:[69,70],heurist:[8,60,70],hidden:[8,9,21,61,69,86,87,112],hidden_a:87,hidden_b:87,hidden_dim:95,hidden_out:31,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierach:97,hierarch:[8,65,67,72,95],hierarchi:72,high:[6,20,46,62,79,127],higher:[48,59,80],highest:[13,31],highli:[14,80],him:29,hint:[4,70,106],his:71,histor:48,histori:10,hl_get_sync_flag:101,hold:[29,33,37,39,46,49,51,53,71,76,78,79,103,112],holder_:[79,103],home:[35,45,69,71,89,106,107,112,113,114,115],honor:37,hook2:95,hook:[6,95],hookattr:6,hookattribut:6,horizont:[8,15],host:[32,41,112,113],host_c:[123,124,125],hostfil:115,hostnam:112,hostnetwork:114,hostpath:[113,114],hostport:112,hot:131,hous:[2,14,93],how:[6,8,21,29,31,33,37,43,45,47,48,51,59,60,64,69,74,78,106,112],howardjohnson:95,howev:[8,9,30,40,43,47,63,64,67,68,69,73,74,77,78,79,112],howto:[110,111,114],hpp:[46,57],html:[14,20],htod:108,http:[8,9,13,14,20,32,41,49,88,89,99,100,104,106,107,109,110,112,113,123,125,127,130],huber:8,huge:63,human:[8,20],hwc:15,hyper:[8,49],hyperparamet:[8,74],hyperplan:13,i1116:114,i1117:108,i386:124,iOS:124,iamfullaccess:112,iamusersshkei:112,icc:47,ics:14,id_input:7,id_rsa:115,idea:[32,47,63,68,74,106],ideal:69,ident:[8,73,112],identifi:[8,52],identityoffsetproject:8,identityproject:8,idmap:114,ids:[7,8,21,60,85],idx:[37,49,101],ies:45,ifels:[31,65],ifelseop:65,ignor:[2,8,21],iil:87,illustr:[7,33,38,48,59,69,71],ilsvrc:130,im_siz:49,imag:[11,12,13,14,21,22,29,47,49,50,60,61,65,68,71,99,100,112,113,114,116,117,127,130],image_a:68,image_b:68,image_fil:68,image_h:21,image_lay:68,image_list_provid:130,image_nam:29,image_path:68,image_reader_cr:68,image_s:130,image_w:21,imagenet:[8,20,35],imagepullpolici:[112,114],imageri:8,images_reader_cr:68,imagin:50,img2label:15,img:[2,8,9,69],img_conv_lay:9,img_pool_lay:9,imgsiz:108,imgsizei:108,imgsizex:108,immedi:[63,74,112],immutable_paramet:29,impel:79,imperfect:72,implement:[8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,57,58,60,64,66,69,70,76,78,79,80],implemet:36,impli:32,implicit:71,imposs:[60,127],improv:[8,70,72,106,112],in_fals:21,in_plac:21,in_tru:21,inarg:[4,36],inbound:112,inc_path:82,includ:[7,8,9,14,15,21,23,29,31,32,38,41,46,47,49,51,57,58,59,60,65,67,72,78,100,102,106,108,112,123,124,125],inclus:60,incorpor:8,incorrect:8,increas:[33,37,46,87],increment:[42,50],incupd:101,inde:13,independ:[8,30,38,71,76,79,127],index:[7,8,11,13,14,21,28,30,31,33,37,65,67,80,95,112],indexslot:8,indic:[7,8,21,31,38,43,49,59,65,73,77,79,80,112],indice_map:80,indices_map:80,individu:[33,62,112],industri:[33,56,127],ineffici:64,infer:[15,21,29,31,33,42,47,52,53,54,57,66,67,71,72,77,92,93],infer_shap:67,infer_var_type_:53,inferfac:53,inferior:40,infershap:[31,67,72,102,103],infershapecontext:[102,103],infervartypefn:53,info:[7,8,14,46,59,92,95,101,111,114,127],infom:8,inform:[8,14,21,28,31,41,45,51,56,59,62,67,69,74,76,77,106,112],infrastructur:[47,112],ingrad_:55,inherit:[31,61,72,79],ininst:29,init:[6,20,28,31,49,55,59,60,69,92,93,101,110,112,114],init_attr:67,init_from_tar:28,init_hook:[95,131],init_model_path:[118,119,121,129,131],initi:[2,6,8,9,14,16,21,28,32,37,42,50,59,62,63,67,69,70,74,78,80,93,109,119,131],initial_max:[6,87],initial_mean:[6,8,87],initial_min:[6,87],initial_std:[6,8,87],initialize_op_attr:67,initpaddl:4,initrd:127,inlcud:9,inlin:[79,103,112],inner:[8,85,95],inner_:95,inner_mem:95,inner_param_attr:9,inner_rnn_output:95,inner_rnn_st:95,inner_rnn_state_:95,inner_step:95,inner_step_impl:95,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:103,input1:[8,9,103],input2:8,input:[2,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,55,59,60,63,64,66,67,68,69,70,71,72,73,76,78,79,80,85,86,87,92,93,94,95,97,98,101,102,103,109,114,121,129,131],input_conf:8,input_data:101,input_data_target:101,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:101,input_id:8,input_imag:9,input_index:101,input_label:101,input_lay:101,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:80,input_seq:8,input_sequence_data:101,input_sequence_label:101,input_sparse_float_value_data:101,input_sparse_non_value_data:101,input_t:101,input_to_check:30,input_typ:[85,95,131],input_valu:30,input_var:[30,67],inputbuff:36,inputdef:101,inputgradi:73,inputlayers_:101,inputs_to_check:30,inputtyp:13,insert:[62,66,72,73,100],insid:[7,9,33,42,64,68,69,70,72,73,112],instal:[8,41,55,75,82,88,89,91,93,100,104,106,107,110,113,123,124,125],install_android:123,instanc:[8,30,31,33,35,39,43,52,59,60,63,67,69,72,73],instance_ip:112,instanti:[33,43,109],instead:[8,9,11,13,32,36,41,46,47,50,51,69],instrins:46,instruct:[31,50],int16:81,int32:[65,80,81,119],int64:[44,77,81],integ:[2,7,8,13,21,37,41,46,57,60,92,131],integer_sequ:85,integer_valu:[2,13,85,92,95,131],integer_value_sequ:[2,13,60,95,98,131],integer_value_sub_sequ:95,integr:[7,127],intel:[47,79],intellig:20,inteloptimizedpaddl:55,inter:[8,69],interact:[8,112],intercept:8,interchang:[50,72],interconnect:62,interest:[46,62],interestingli:47,interfac:[6,8,9,20,23,25,26,28,31,37,41,45,51,62,64,72,73,79,112,127],intergr:8,intermedi:[45,49,61,69],intern:[8,9,20,23,28,46,106,107,112],internel:55,internet:[32,33,127],interpret:[7,43,47],interv:8,intrins:[43,46],introduc:[8,15,31,33,49,54,56,74,76,78,106],intuit:[40,72],inval_:55,invalid:[68,76],invent:47,invoc:[32,47,48,72],invok:[2,8,18,28,64,67,69,70,72,73,78,108,112],involv:60,iob:7,ioe:7,ios:124,ios_arch:124,ios_deployment_target:124,ios_development_root:124,ios_enable_bitcod:124,ios_platform:124,ios_sdk_root:124,ios_use_veclib_for_bla:124,ip_str:114,ips:[112,114],ipt:[8,67,78,87,95,98],ipx:127,ipython:29,is_color:15,is_gener:129,is_loc:28,is_predict:131,is_revers:21,is_seq:[8,98],is_spars:21,is_stat:[6,87],is_target:66,is_tensor:78,is_test:[21,130],is_traget:66,is_train:[2,15],isinst:[4,92],ispodallrun:114,isspars:101,issu:[32,49,71],issue_numb:100,istag:75,item:[8,13,28,40,46,68,93,114,127],iter:[2,8,9,10,13,28,29,33,47,63,68,69,80],iter_multiple_input_and_param:67,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,56,59,60,62,63,64,66,67,72,73,76,77,78,79,108,112],itself:[33,40,63,76],ivs:78,java:[31,57,65,72],jeremi:108,jian:20,job:[14,40,69,71,72,114,118,119,121,130,131],job_dispatch_packag:111,job_id:14,job_mod:129,job_nam:[41,112,114],job_namespac:[112,114],job_path:[112,114],job_path_output:114,job_workspac:111,jobnam:114,jobpath:[112,114],jobport0:112,jobport1:112,jobport2:112,jobport3:112,jobselector:114,jobserv:41,join:[33,95],jointli:9,jpg:[15,130],json:[51,112,113],jth:9,judg:8,juditski:63,jupyt:41,just:[5,7,8,9,14,21,32,37,38,47,49,53,63,64,67,68,69,72,73,74,76,77,112],jx4xr:112,jypyt:29,k8s:[114,127],k8s_data:[112,114],k8s_job:29,k8s_token:29,k8s_train:[112,114],k8s_user:29,kafka:35,kaim:20,kaimingh:130,kebilinearinterpbw:108,kebilinearinterpfw:108,keep:[8,13,15,20,33,47,50,60,63,67,76,78,127],keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,72,73,78,80,99,100,108,114],kept:[8,67],kera:74,kernel:[8,30,46,47,55,63,74,77,79,102,103],key1:119,key2:119,key_pair_nam:112,keyid:112,keymetadata:112,keypair:112,keyserv:112,keystat:112,keyusag:112,keyword:[67,114],kill:[33,112],kind:[29,30,33,39,50,61,62,79,81,112,113,114],kms:112,know:[29,37,56,106,112],known:[21,31,47,48,59],kriz:14,kselectedrow:77,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:112,kubectl:[111,113,114,115],kuberent:[33,112],kubernet:[29,33,72,110,114,116,117,127],kubernetes_service_host:29,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,67,78,95,131],kwd:25,l1_rate:6,l1_regularization_op:74,l2_rate:6,l2_regularization_op:74,l2_sim:8,l2regular:[85,131],l93:36,label:[2,7,8,13,14,15,21,28,42,47,49,50,51,61,65,68,69,70,71,85,92,95,109,113,130,131],label_dim:[8,95,131],label_fil:68,label_lay:68,label_path:68,labelselector:114,lag:119,lake:2,lambdacost:8,lambdarank:8,lan:110,languag:[8,14,50,72,76,129],larg:[11,14,56,63,69,70,100],larger:[6,7,8],larger_than:[31,52,65],last:[7,8,9,21,47,59,65,94,95],last_seq:[60,95],last_time_step_output:8,lastseen:113,latenc:[8,46,69,112],latent:8,later:[32,47,72,74,79,103,112,128],latest:[8,31,32,33,40,82,89,100,104,113,114],latter:[63,80,106],launch:112,launcher:29,layer1:[8,9,85,94],layer2:[8,85,94],layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,61,63,65,68,69,70,72,74,78,79,80,85,87,92,93,94,97,98,101,109,130,131],layer_0:101,layer_att:86,layer_attr:[8,85,86,98,121],layer_num:[121,130],layer_s:8,layer_typ:[8,54,55],layerbas:101,layerconfig:101,layergradutil:101,layerhelp:[21,67],layermap:101,layeroutout:8,layeroutput:9,layers_test:82,layout:15,lazi:[63,74],lbl:7,leaki:49,learing_r:61,learn:[6,7,8,9,10,14,29,38,40,43,49,50,55,60,62,63,68,69,70,71,72,74,79,89,108,128,130],learnabl:28,learning_method:[129,131],learning_r:[6,23,38,69,85,87,109,129,131],learning_rate_arg:87,learning_rate_decay_a:87,learning_rate_decay_b:87,learning_rate_schedul:87,leas:33,least:[7,33],leav:[31,112],lecun:14,left:[8,31],left_cmd:13,left_right_flip:15,legal:78,len:[2,8,21,38,44,47,67,93,95,101,114,131],length:[8,9,13,14,15,21,38,46,54,56,59,60,72,80,113],less:[8,29,127],less_than:29,let02:113,let:[7,8,29,31,40,48,50,59,60,61,73,79,106,112],level:[6,8,20,21,46,48,51,56,59,60,79,80,81,97],lgtest:32,lgtest_main:32,lib64:[82,89,119],lib:[58,88,106,107,123,124,125],lib_path:82,libapi:32,libari:58,libc:91,libcuda:[82,89],libgcc_:91,libgoogl:[106,107],libiomp5:55,libmkldnn:55,libmklml_intel:55,libnvidia:[82,89],libpaddl:[57,58,72,100,106,107],libpaddle_capi:58,libpaddle_gserv:58,libpaddle_math:58,libprotobuf:87,librari:[8,32,39,55,58,62,69,119],libstdc:91,licens:[55,62],life:33,lifecycl:127,lifetim:76,lightweight:48,like:[7,8,13,14,21,31,32,33,36,41,43,47,48,49,50,51,53,62,63,67,68,72,73,74,76,77,80,106,109,112,127,130],limit:[8,13,21,47,56,60,72,74,87,108],linaro:125,line:[2,7,13,25,32,36,41,45,50,63,65,67,72,74,85,87,95,100,106,112,121],line_break:13,line_count:87,linear:[8,21,60,85,87,92,93],lineno:[106,107],link1:46,link2:46,link:[8,9,32,44,45,76,97,112,127],linux:[13,44,91,99,112,123,125],linux_x86_64:[75,82,91],lipeng:129,lipo:124,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,61,64,67,71,73,76,80,85,106,107,112,121,130,131],listdir:110,listen:33,littl:[38,47,56],live:109,load:[15,29,33,49,62,67,69,92,112,114,130],load_and_transform:15,load_data_arg:4,load_featur:130,load_feature_c:130,load_feature_pi:130,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[118,119,121,129],load_mnist:49,load_paramet:87,loadparamet:4,loadsave_parameters_in_pserv:[36,118,119],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,59,65,67,72,88,106,114,118,119],local_scop:30,localhost:[89,104],localip:114,localpath:45,locat:[8,28,32,47,80],lock:[32,33,37,38,70],lod:[21,56,59,77,80,81],lod_desc:[77,81],lod_expand:60,lod_level:[21,67,77,81],lod_tensor:[21,59,77,81],lod_tensor_arrai:21,lodtensor:[21,53,56,72,81],lodtensordesc:[56,77],log:[37,45,49,69,83,87,91,101,110,111,112,113,114,115,119],log_barrier_abstract:[118,119],log_barrier_lowest_nod:[118,119],log_barrier_show_log:[118,119],log_clip:[118,119],log_error_clip:[118,119],log_period:[113,114,119,121,131],log_period_serv:[118,119],logarithm:5,logger:[2,95],logic:[40,49,53,61,62,64,69,70,76,80],logist:131,logit:49,longer:[33,69],look:[2,7,31,41,47,50,63,67,73,74,109,112],lookahead:8,lookup:[21,53,60,109],lookup_t:21,loop:[30,31,47,68,76],loop_var:80,loss:[8,23,49,51,61,63,74,131],lot:[60,63,67,69,74,127],low:[8,20,61,62,79,80],low_rnn:59,lower:[8,46,59,60],lower_level_rnn:59,lpaddle_capi_shar:58,lpaddle_capi_whol:58,lrelu:49,lstm:[8,21,95,98,113,131],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,95],lstm_group_input:95,lstm_input:95,lstm_last:95,lstm_layer_attr:9,lstm_nest_group:95,lstm_output:95,lstm_size:131,lstm_step:9,lstm_unit_op:21,lstmemori:[9,86,95,98],lstmemory_group:[8,86,95],lstmemory_unit:86,lstmlayer:54,ltr:8,mac:[58,123],machin:[9,14,28,47,49,55,62,63,69,70,74,85,97,112,115,127],machine_transl:98,maco:[91,99],macro:[48,73],made:[33,38,47],mai:[8,9,30,31,42,46,62,68,69,70,71,72,76,112],main:[4,21,47,51,62,65,72,106,107,112],main_program:[18,21,42],mainli:[39,79],maintain:[8,31,37,63,67,72,112,128],majel:32,major:[46,69],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,59,60,63,64,67,68,69,72,74,79,80,88,99,100,101,102,104,106,108,112,123,124,125,127],make_ddim:103,make_function_oper:48,make_vari:78,maker:[72,73],malloc:79,man:44,manag:[23,28,33,38,39,45,69,76,79,104],mandarin:8,mani:[9,15,32,37,47,49,60,64,67,72,73,76,77,78,80],manili:51,manipul:[47,67,73],manner:[8,63,74],manual:[61,63,69,73,87,127],manufactur:47,manylinux1:91,manylinux1_x86_64:[75,82,91],map:[7,8,13,28,29,31,37,67,73,76,78,79,80,92,127],map_fn:80,map_read:13,mapper:13,mapreduc:29,mark:[49,50,59,60,70,76,106,127],market:46,mask:[6,8,21],master:[29,40,72,75,125],mastermind:32,mat:[57,58],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[8,21,32,46,85],matchbox:127,math:[9,55,57,72,101,102,108],mathemat:74,matirx:8,matmul:[31,51,59,80,102],matrix:[7,8,9,13,21,28,36,57,58,101,102],matrixptr:101,matrixtyp:58,mattyp:36,max:[6,8,13,14,21,22,30,67,87,94,108,121],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,60,98],max_movie_id:14,max_relative_error:[30,102],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:8,maximum:[7,8,14,31,38],maxinum:11,maxoutfunctor:79,maxpool:8,mayb:31,md5:[14,34],mean:[6,7,8,9,10,11,13,15,20,28,32,51,60,66,68,69,76,85,106,109,112,119,127,130],mean_meta:130,mean_meta_224:130,mean_valu:130,mean_var_nam:8,meant:80,measur:42,mechan:[8,9,39,42,67,73,112],mem:[8,31,41,60,95],mem_per_p:71,mem_per_train:71,member:[8,14,29,50,51,64,67,76],memcpi:[64,108],memor:8,memori:[9,31,36,37,41,46,55,56,60,63,72,98,103,108,109,113],memory_boot:9,memory_nam:[8,86],memory_test:99,memory_threshold_on_load_data:[118,119],memoryalloc:79,mention:[21,32,37,47,59,62,63,69,70],mere:9,merg:[8,18,38,40,42,55,59,62,64,100],mergedict:129,messag:[31,43,47,50,56,65,66,67,72,73,77,81,82,100,113],meta:130,metadata:[44,112,113,114],metal:127,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,61,62,67,68,70,72,76,77,80,106,107],methodolog:63,metric:[18,42],mfs:114,microarchitectur:46,might:[8,31,32,47,65,70,106,112],million:14,min:[6,8,67,108,112,121],min_block:31,min_count:70,min_desc:31,min_pool_s:[2,85],min_word_freq:14,mind:106,mini:[8,13,18,21,28,31,33,42,43,47,52,59],mini_batch:68,minibatch:[8,21,31,42,50,52,65],minim:[23,31,47,49,61,70,72,109],minimum:8,minsizerel:[123,124,125],minu:73,minus_grad:73,minusgradop:73,minusop:73,minusopgradmak:73,minusopprotoandcheckermak:73,minut:[33,40,112],mip:123,mirror:32,mislead:38,miss:49,mistak:47,mit:112,mix:[9,80,98],mixed_lay:[9,95],mixed_layer_attr:9,mixedlayertyp:8,mixtur:106,mkdir:[45,88,104,112,115],mkl:[47,72,79,88],mkl_packed_:54,mkldevicecontext:79,mkldnn:[8,55],mkldnn_:55,mkldnn_batch_norm:8,mkldnnactiv:55,mkldnnbase:55,mkldnnlayer:55,mkldnnmatrix:55,mkldnnplace:79,mkldnnstream:55,mkldnntester:55,mklml:55,mklpack:54,mklpackedgatedrecurrentlay:54,mklpackedgemm:54,mklpackedlstmlay:54,mklpackedrecurrentlay:54,mlp:51,mlr:20,mnist:[2,4,35,49,50,65,68,69,71,72,106,107],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:68,mnist_train:[2,68],mnist_train_batch_read:68,mnt:114,mobil:[46,47,72,104,122],mode:[8,25,28,46,54,62,100,114],model:[8,9,14,28,31,33,34,42,50,54,61,62,63,69,70,71,72,74,80,92,93,104,112,121,128,129,131],model_config:4,model_list:[119,121],model_path:121,model_zoo:[129,130],modifi:[8,46,51,69,74,100,112],modul:[2,9,14,28,48,49,60,69,80,87,102,106,107,130,131],modular:60,modulo:8,moment:[23,106],momentum:[6,21,23,76,85,92,131],momentumop:[106,107],mon:113,mono:8,month:32,more:[7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,59,60,61,67,68,69,70,72,74,80,87,106,108,109,127],most:[8,13,21,28,29,32,40,50,51,60,63,68,69,74,79,106,109,127],mostli:[46,127],motiv:72,mount:[41,112],mountpath:[112,113,114],move:[8,33,37,45,47,63,112,127],movi:[2,14],movidiu:47,movie_categori:14,movie_id:114,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[62,115],mpirun:115,mse:[47,50,61,65],msra:20,much:[8,33,47,61,68,74,80],mul:[48,67,71,101,102],mul_grad:102,mul_op:[21,102],mul_ratio:8,mul_result:67,mulgradkernel:102,mulkernel:102,mulop:[48,102],mulopgrad:102,mulopmak:102,multi:[8,42,62,64,106,127,130],multi_binary_label_cross_entropi:8,multi_crop:130,multigradientmachin:64,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,62,69,70,71,72,81,92,106,112],multiple_input:67,multiple_param_attr:67,multipli:[7,8],multiprocess:13,must:[5,7,8,9,13,15,21,38,56,66,67,68,72,78,85,101,102,103,110,112],mutabl:[79,103],mutable_data:[79,102,103],mutuable_data:79,mxnet:[31,47],my_cluster_nam:112,my_cost:87,my_external_dns_nam:112,my_lib:110,mypaddl:[113,114],name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,55,56,58,60,65,67,71,72,75,77,78,80,81,87,92,93,95,98,101,108,109,113,114,116,117,121,127,131],name_prefix:35,namespac:[31,52,57,67,101,102,113,114],nativ:[8,46],natur:[37,40,60,70,80],ncall:[106,107],nccl1:62,nccl2:62,ncclinit:62,nchw:[8,21,55],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:123,nearest:46,nearli:30,necess:80,necessari:[8,31,38,40,42,56,60,64,67,78,80],neck:62,need:[7,8,9,13,20,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,60,61,62,63,64,66,67,69,70,71,72,73,74,76,77,78,79,80,82,108,112,114,127],need_tran:87,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:62,neon:46,ner:7,nerual:21,nervana:47,nest:[8,13,31,65],net:[8,9,16,31,49,59,76],net_diagram:130,netop:[31,72],network:[4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,54,55,59,61,63,68,69,70,74,76,78,79,81,86,92,93,95,114,121,127,129,130],network_config:121,networkadministr:112,neural:[8,9,13,20,28,29,31,33,51,54,55,59,63,69,74,76,79,81,93,95,97,129],neuralnetwork:64,neuron:21,never:[13,68,76,112,113,114],new_block_idx:67,new_stat:59,newblock:67,newest:38,newli:[46,127],newop:31,newopdesc:67,newprogram:67,newremot:69,newvardesc:67,next:[2,8,14,33,39,60,62,80,106,112],nextlay:55,nfs4:112,nfs:[112,114],nfsdir:114,nfsver:112,ngram:14,nic:[114,118,119],nil:37,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:85,nnz:101,no_cach:2,no_grad_set:[23,30,102],no_sequ:[2,8,92],node0:114,node1ip:115,node2ip:115,node3ip:115,node:[8,32,40,51,60,62,69,70,71,72,81,112,113,114,115,127],node_0:[112,114],node_1:[112,114],node_2:[112,114],node_id:110,nodeattr:51,nodeentri:51,nodefil:111,nodesep:51,nohup:110,nois:[8,33,49],noisi:[8,49],non:[8,21,33,46,47,77,112],none:[2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,59,60,61,65,67,71,78,80,98,109,130],nonlinear:20,norm:[9,49],norm_by_tim:8,normal:[8,9,14,20,63,113,114,130],notat:8,note:[6,8,9,11,15,18,28,29,31,36,37,41,56,62,68,72,79,103,112],notebook:[41,89],noteworthi:47,noth:[5,28,67,76,100],notic:[47,62,73],notingradi:102,notion:80,notori:30,now:[13,32,33,49,56,63,70,72,73,74,76,97,112],np_arrai:13,nproc:99,nullptr:[73,76,101],num:[8,9,110,114,119],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,51],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[110,118,119],num_group:8,num_hidden:51,num_neg_sampl:8,num_p:[69,71],num_parameter_serv:29,num_pass:[28,92,113,114,118,119,121,131],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:77,num_samples_process:87,num_shard:35,num_step:80,num_train:[69,71],number:[7,8,9,13,14,15,21,31,33,35,42,63,68,70,72,78,80,106,112],numchunktyp:7,numdevices_:121,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:121,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,67,68,87,88,92,102,130],numreal:36,numsampl:108,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:99,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,62,79,82,89,99],nvlink:62,obei:7,obj:[2,87,130,131],object:[2,6,8,9,13,28,29,36,42,49,51,57,61,67,71,72,74,76,108],observ:8,obtain:[40,63],obvious:[32,106],occup:114,occupi:46,occur:[14,28],occurr:31,oct:113,odd:8,off:[58,88,99,100,104,110,123,124,125,127],offer:[31,71,72,78],offici:[8,32,112],offlin:[33,35,127],offset:[8,36],often:[8,36,51,106],ograd:101,old:[30,38,40,60,72],older:47,omega:74,omit:[85,131],omp_num_thread:[106,107],ompi_comm_world_rank:110,on_init:2,onc:[8,33,37,42,47,50,63,69,70,112],one:[2,5,7,8,9,11,13,20,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,56,59,60,61,62,63,64,65,66,67,68,69,71,72,73,76,77,79,80,109,112,127,131],onehotcrossentropyopkernel:102,ones:[48,49,72],onli:[7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,59,60,61,62,64,67,69,70,71,72,77,78,79,80,95,97,112,127],onlin:[8,10,33,35,68],only_cpu:30,onnx:47,onto:[21,69,70,112],op_:102,op_check:102,op_class:[72,78],op_desc:[53,66],op_info:109,op_maker_class:[72,78],op_proto:78,op_registri:109,op_test:102,op_typ:[72,102],opattrcheck:102,opcreat:78,opdesc:[31,50,65,66,67,72,73,78,81],opdescbind:[53,73],opdescbuild:31,open:[2,8,15,29,35,47,49,55,68,85,87,92,95,106,112,130],openbla:[88,89],opencv:15,openmp:106,openmpi:[110,115],opensourc:62,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,59,60,61,62,66,69,71,74,76,79,81,102,103,109,112],operand:46,operartor:103,operator_grad:30,operatorbas:[31,48,72,73,78,102],operatorwithkernel:102,opinfo:[53,72,73],opinfomak:53,opinfomap:73,opkernel:[102,103],opkernelkei:72,opmak:78,opproto:102,opprotoandcheckermak:[73,102],opprotomak:[78,102],opregist:78,opregistri:78,ops:[23,30,31,32,50,51,63,65,66,67,72,79,102,127],ops_:31,ops_test:32,opt:[29,61,66,71,78,88,114],opt_op_list:61,optest:102,optim:[6,16,27,28,30,49,62,63,64,65,69,70,71,72,74,77,85,87,92,106,109],optimis:61,optimize_op_attr:67,optimzi:85,option:[7,8,18,21,25,29,32,49,56,65,66,67,72,77,78,81,106,123,127],optmization_op_list:61,opts_np:66,optyp:[53,78],opwithkernel:77,order:[8,9,13,15,28,50,56,68,74,80,106,107,112,114,127],ordereddict:28,oregon:112,org:[7,8,9,14,20,35,44,49,89,110],organ:[7,8],orient:78,origin:[8,9,13,14,21,30,46,49,76,80,100],other:[7,8,9,13,21,23,31,33,38,45,46,47,53,59,63,66,74,76,78,79,106,109,112,127],otherchunktyp:7,otherwis:[8,13,14,15,21,28,29,33,38,40,49,53,68],our:[29,32,49,53,62,63,69,70,76,80,106,112],out:[8,21,28,29,31,32,37,40,47,51,59,60,67,69,85,95,97,98,102,103,106,107,112],out_dir:[112,114],out_left:8,out_mem:98,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,95],outer_mem:95,outer_rnn_st:95,outer_rnn_state_:95,outer_step:95,outgrad_:55,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,56,59,60,63,65,66,67,68,69,70,72,73,76,77,78,79,80,85,92,95,98,102,103,106,111,113,114,121,129,130,131],output_:[8,55],output_all_step:59,output_dim_idx:21,output_dir:130,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,85,92,93,130],output_max_index:11,output_mem:[8,98],output_mod:25,output_nam:30,output_num:59,output_path:35,output_s:21,output_seg:80,outputbuff:36,outputgradi:73,outputh:8,outputw:8,outsid:[2,8,9,69,76],outupt:80,outv:101,outval_:55,over:[8,9,28,29,47,62,63,80],overal:[49,63,127],overfit:[21,74],overlap:[7,8],overlap_threshold:[7,8],overload:46,overrid:[31,33,45,71,79,102,103],overview:[37,38,39,79],overwrit:45,own:[8,38,40,43,51,53,61,62,63,69,71,74,78,112],paam:15,pack:[80,87],packag:[13,14,37,41,48,55,75,82,106,107,112],pad:[9,21],pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,54,55,56,57,58,59,60,64,65,69,71,72,74,78,79,80,85,87,88,89,91,92,93,98,99,100,101,102,104,106,107,108,109,110,111,112,113,114,115,121,123,127,129,131],paddle_begin_init_param:38,paddle_dir:102,paddle_doc:104,paddle_docs_cn:104,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:31,paddle_enforce_eq:[102,103],paddle_error:[57,58],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:110,paddle_init_param:38,paddle_init_port:110,paddle_init_ports_num:110,paddle_init_ports_num_for_spars:110,paddle_init_pserv:110,paddle_init_trainer_count:110,paddle_init_trainer_id:110,paddle_init_use_gpu:110,paddle_job:41,paddle_manylinux_devel:88,paddle_matrix:[57,58],paddle_matrix_cr:58,paddle_matrix_get_shap:57,paddle_matrix_shap:57,paddle_n:114,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:113,paddle_paramet:38,paddle_port:114,paddle_ports_num:114,paddle_ports_num_spars:114,paddle_process_by_paddl:114,paddle_pserver2:111,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:129,paddle_save_model:38,paddle_send_grad:38,paddle_server_num:114,paddle_source_root:129,paddle_train:[58,75,111,114],paddlepaddl:[8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,56,59,60,61,64,67,68,71,72,76,80,81,88,89,91,93,98,99,100,106,107,108,110,111,113,114,116,117,123,125,127,128,129],paddlepaddlebook:89,page:112,pain:71,pair:[7,8,23,25,31,50,61,69,72],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:129,paper:[8,20,49],para:[36,129],paraconvert:129,paradigm:[43,72],paragraph:59,paragraph_data:59,paragraph_out:59,parallel:[62,69,70,72,108,112,113,114,121],parallel_nn:[6,118,119],param:[6,8,9,13,23,30,31,38,64,67,79,87,103],param_attr:[8,9,21,22,36,67,85,87,98],param_config_proto:38,param_fil:87,param_initi:21,paramattr:[6,8,16,21,85,87,98],paramet:[7,9,10,11,13,18,21,23,27,30,31,32,34,36,40,43,45,47,49,50,51,53,56,59,61,62,65,68,69,76,78,80,85,87,92,93,109,110,111,114,119],parameter_block_s:[118,119],parameter_block_size_for_spars:[118,119],parameter_learning_r:6,parameter_list:[23,61],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient2:114,parameterclient_:36,parametermap:101,parametermutex_:36,parameters_:101,parameters_and_grad:[23,61],parameterserver2:36,parameterset:29,parameterupdat:64,parameterupdater_:36,parametr:8,params_grad:61,params_pass_90:92,params_pass_:92,paramt:112,paraphras:129,paraphrase_data:129,paraphrase_model:129,paraphrase_modeldata:129,paraspars:101,parent:[31,65,67,72],parent_:[31,76],parent_idx:67,parenthes:72,pars:[13,14,32,51,99,112],parse_config:4,parse_known_arg:114,parsefromstr:87,parser:[13,114],part:[7,8,31,40,47,56,65,67,69,79,106,127],partial:[8,28],partial_sum:8,particular:[50,56,72],particularli:20,partit:[33,35,69,70,72,112],paserv:114,pass:[2,8,13,18,21,26,28,31,33,42,47,49,56,61,63,64,66,67,68,72,74,76,80,85,92,100,108,112,113,114,119,121,131],pass_gener:8,pass_id:[28,92],pass_idx:68,pass_manu:87,passtyp:101,past:[29,112],patch:44,path:[7,13,14,15,28,33,37,38,41,60,68,112,113,114,119,123,124,125],path_to_paddlepaddle_working_directori:104,pattern:[14,33,57,63,74,112],paus:[33,40],pcie:62,pdf:9,peer:[62,83],pem:[29,35,112],pend:[33,37],pep425tag:[82,91],per:[7,8,14,15,33,38,62,63,68,74],percal:[106,107],perf_test:[106,107],perform:[8,9,20,21,30,38,42,46,47,49,62,64,68,69,72,74,79,107,108,118],perftool:[106,107],period:[33,40,71,119],permiss:112,permut:21,peroid:[8,15],persist:[43,77,81,112],persistentvolum:112,persistentvolumeclaim:[112,114],person:[7,29],perspect:72,perturb:30,peter:71,pex:127,pfs:[35,45,71],pfsclient:35,pfspath:45,pgp:112,phase:[21,60,62,63,68,73,127],philosophi:[63,74],photo:49,physic:127,pick:112,pickl:[110,115],pictur:62,piec:[8,9],pil:15,pillow:41,pip:[75,82,88,91,93,100,104,106,107],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,21,33,40,43,62,69,70,72,103,109],place_:79,placehold:[49,79,103],placement:70,plain:[7,8,13,41,56,58],plan:[33,72],platform:[31,79,91,102,103,109,112,123,124],pleas:[6,8,9,10,15,29,33,37,38,39,51,59,67,68,71,72,79,81,82,104,106,112,114,128],plot:29,plu:[8,30],plug:[62,63],pnpairvalid:118,pod:[35,41,112,113,114],pod_nam:112,podip:114,podlist:114,point:[31,33,41,46,62,71,79,103,106,108,127],pointer:[31,38,47,51,67,72,76,79,103],polar:14,poli:87,polici:[79,112],pollut:40,polyak:63,ponit:51,pool3:101,pool:[9,21,27],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,21],pool_siz:[2,8,9,21,22],pool_size_i:8,pool_strid:[9,21,22],pool_typ:[8,9,21,22],pooled_height:8,pooled_width:8,pooling_lay:[9,85,131],pooling_typ:[8,85,94,131],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51],port:[32,106,110,112,113,114,118,119],port_num:118,portabl:51,portal:104,ports_num:[110,114,119],ports_num_for_spars:[36,110,114,118,119,121],pose:33,posit:[2,7,8,9],positive_label:7,possibl:[29,31,37,67,70,74],post:[41,44],postpon:74,potenti:[46,108],pow:87,power:[46,62,127],ppo_workspac:104,pprof:[106,107],pre:[8,9,14,29,38,112,129],pre_activ:67,pre_bia:67,pre_dictandmodel:129,pre_stat:[59,80],preambl:67,precis:[7,42,46,63],precision_evalu:7,precompil:43,pred:51,predetermin:8,predic:14,predict:[2,4,7,8,28,69,74,85,93,129,130,131],predict_fil:[118,119],predict_lay:28,predict_output_dir:[118,119,131],predict_sampl:4,prediction1:28,prediction2:28,prefer:47,prefetch:[36,101],prefix:[7,9,33,35,60,112],pregrad:101,premodel:129,prepand:67,prepar:[30,41,64,110,115,116],prepend:67,prepend_oper:67,preprocess:[14,15,80,129,131],present:[29,31,80,100],preserv:45,press:20,prev_batch_st:[118,119],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[10,21,29,33,37,40,74,106],preview:72,previou:[8,9,28,33,45,59,60,70,106,112],previous:8,previous_memori:31,price:[14,72,93],primari:[47,50],primarili:[63,74],primit:[46,55,62,80],principl:[29,32],print:[4,6,28,29,47,51,69,82,91,92,93,106,115],print_graphviz:51,print_s3_bucket:13,printallstatu:108,printer:7,printstatu:108,priorbox:8,prioriti:72,prite:7,privat:[31,58,67,76,77,78,79,80,100,103],privileg:112,pro:62,prob:[7,28,93],probabilist:[8,129],probabl:[7,8,21,28,60],problem:[8,29,30,32,40,47,49,50,63,72,74],proc:89,proce:[13,33,68,112],procedur:[31,56],proceed:20,process2:95,process:[2,6,8,9,13,29,31,35,36,37,40,42,43,47,51,55,56,62,69,74,78,85,87,95,106,112,114,131],process_num:13,processdata:130,processor:[46,108],prod:100,produc:[8,9,13,33,47,51,68],product:[8,9,21,41,47,92,112],productgraph:113,prof:[106,107],profil:[16,45,107,108],profl:107,proflier:108,prog:114,program:[13,18,20,21,25,29,35,38,40,43,50,52,61,62,68,69,71,72,76,106,108,114],programdesc:[43,47,56,66,67,71,73],programm:[47,67,69],progress:[33,37],proj:8,project:[8,9,41,58],promis:[8,9,60],prompt:[45,47],prone:29,propag:[8,10,47,63],properti:[51,74],propos:[31,47,60,61,62,63,70,80],proprietari:55,protect:[46,78,101,102],proto:[11,56,65,72,78,81,102],proto_:78,protobuf:[28,31,41,43,47,50,51,56,65,67,72,73,78,87],protocol:[7,109,127],protomak:102,provi:110,provid:[8,14,29,31,38,41,42,43,46,47,49,51,53,62,63,67,71,74,78,79,80,85,93,95,106,112,118,127,131],provis:[112,127],prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,72,110,111,112,114,118,119],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,118,119],pserver_spec:28,pseudo:[29,41,73,80],pseudocod:80,psize:101,ptr:[58,79],pub:115,pull:[32,72,75,89],purpos:[8,33,69,70,108],push:[31,43,47,114],push_back:101,put:[32,33,36,67,70,79],pvc:112,pwd:[88,89,99,100,104,123],pxe:127,py_paddl:[4,82],pybind:[31,46],pydataprovid:85,pydataprovider2:[2,4,114],pyramid:8,pyramid_height:8,python2:[106,107],python:[13,21,28,29,31,39,42,43,47,48,49,50,51,57,60,64,72,75,79,80,82,85,88,91,93,98,99,100,101,102,104,107,109,110,115,129,130],pythonpath:82,pytorch:47,qualcomm:46,queri:[7,8,112],query_id:7,question:[8,29,70,78,112],queue:70,quick:51,quick_start:[41,112,113,114,116,131],quick_start_data:113,quickli:[60,67,72],quickstart:113,quit:60,r14b:123,r_t:8,rais:[13,21,51,110],rajathkmp:49,ran:[70,108],rand:[49,87,108,119,121],random:[6,8,13,20,21,35,49,64,67,68,87,102],random_crop:15,random_imag:35,randomli:[15,21,40],rang:[8,13,20,35,46,49,68,69,71,78,114,131],rank0:62,rank1:62,rank:[8,21,29,80,112,130,131],rank_tabl:21,rankdir:51,ranktabl:21,rapid:73,rare:2,raspberri:126,raspberrypi:125,raspbian:125,rasspberri:125,rate:[6,7,8,9,10,14,38,85,114],rather:[41,49,80,112],ratio:[8,119],raw:[8,13,56],rdma_tcp:[118,119],reach:[33,62],read:[2,13,15,21,28,29,33,35,47,68,69,70,72,80,87,112,127,130],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_next_from_fil:85,read_paramet:87,read_ranking_model_data:29,readabl:[72,106],reader:[14,28,35,46,49,50,65,69,71,92,106,107,110],reader_cr:35,reader_creator_bool:68,reader_creator_random_imag:[13,68],reader_creator_random_image_and_label:[13,68],readi:[33,112,113,127],readlockguard:36,readm:[58,100],readwritebuffer_:36,readwritemani:112,real:[8,21,36,49,68],real_process:2,realist:29,realiz:[31,59],realli:[47,74],reason:[9,29,30,33,47,113],recal:7,receiv:[13,33,41,59,70],recent:63,recognit:[8,130],recommend:[9,29,114],record:[13,37,78,112],recordio:[13,14,29,35,37,69,71],recov:[33,80],recover:72,recoveri:37,rectifi:[8,20],recurr:[54,59,76,95,96],recurrent_group:[9,86,95,97,98],recurrent_lay:9,recurrent_op:80,recurrentgradientmachin:[58,60,80],recurrentgroup:7,recurrentlay:54,recurs:[31,32,45,72],recv:[62,69,70,112],recvparametertyp:36,red:[49,106],redirect:13,reduc:[8,21,46,62,70,72,106,107],reduce_by_kei:72,reduce_mean:49,refactor:[50,60,63,64,67,69,70,74,80],refer:[6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,59,62,65,67,72,74,76,79,80,81],referenc:[8,37],refine_unknown_arg:114,reflect:37,reg:78,regard:127,region:[8,76],regist:[73,79],register_gpu_profil:108,register_lay:101,register_op:[48,72,73,78,102],register_op_cpu_kernel:[79,102],register_op_cuda_kernel:[79,102],register_op_without_gradi:[72,102],register_oper:[53,73],register_tim:36,register_timer_info:108,registerop:78,registr:109,registri:[41,53,79,113,127],regress:8,regular:[6,16,21,23,85,112,131],regularization_coeff:26,reinforc:71,rel:[9,30,40,74],relat:[33,40,41,46,76,106,127],relationship:[73,79],releas:[71,75,112,123,124,125],reli:[30,60,61,63,74,106],reliabl:[33,74],relu1:51,relu2:51,relu:[8,49,51],relwithdebinfo:[106,107],remain:80,rememb:8,remot:[6,32,36,72,100,112,119,121],remote_ess:71,remote_sess:71,remoteparameterupdat:[36,39],remov:[13,45,47,60,100],ren:20,renam:[45,46],reorgan:8,repeat:[31,50,65,66,77,78,81,106],repeatedli:50,replac:[32,37,53,63,71,73],replic:69,replicaset:41,repo:[32,125],report:[37,46,47,69],reportdataset:37,repositori:[8,104,123],repres:[8,9,21,31,37,47,51,56,60,63,67,70,71,72,74,77,79,80,81,112],represent:[8,38,49,50,60,69,77],request:[32,33,36,40,69,72,75,112,113,127],requir:[7,8,23,29,33,38,40,41,45,46,51,55,59,63,65,66,69,70,72,74,77,78,81,104,112,127],res5_3_branch2c_bn:130,res5_3_branch2c_conv:130,research:[14,47,69],reserv:45,reserveoutput:101,reset:[8,18,33,42,83],reset_program:[18,42],resetingrad:55,resetinvalu:55,resetoutgrad:55,resetoutvalu:55,resetxxx:55,reshap:[30,68,87],reshape_s:8,residu:130,resiz:[15,36,79,102,103],resize_s:15,resize_short:15,resnet_101:130,resnet_152:130,resnet_50:130,resolv:[32,100,113],resourc:[43,62,71,79,112],respect:[30,46,49,59],respons:[8,36,42,49,62,63,64,74,112,113],rest:[8,31,41,44,127],restart:[33,38,112,113,127],restartpolici:[112,113,114],restor:[30,63],restrict:[74,76,106,107],result:[2,5,7,8,21,25,28,30,37,42,49,50,51,56,60,61,62,64,69,92,106,108,109,112,131],result_fil:7,resum:40,ret:13,retran:112,retriev:[31,60,76,106],return_op_list:23,return_seq:9,reuqest:75,reus:[31,40,60,68,72],rev:99,revamp:69,reveal:[29,106],revers:[8,9,97,98],review:[14,100,113],reviews_electronics_5:113,rewrit:32,rgb:[8,15],rho:10,rid:47,right:[8,30,31,32,41,42,72,74],ring:62,rkt:[41,99],rmsprop:[63,85,131],rmspropoptim:63,rnn:[8,9,31,47,49,60,67,72,76,97,98,118],rnn_bias_attr:98,rnn_layer_attr:98,rnn_out:98,rnn_output:80,rnn_state:95,rnn_state_:95,rnn_step:8,rnn_use_batch:[54,118,119],rnnalgorithm:60,rnnlm:14,rnnstep:80,roadmap:80,robust:[8,20],roi:8,role:[14,29,37,38,62,69,112],rollback:67,root:[10,11,62,112,113,114,129],rot:8,round:[46,62],routin:[46,55,62],row:[7,8,13,21,36],row_id:8,rows_:77,rpc:37,rpcserver:37,rpi:125,rpi_arm_neon:125,rpi_toolchain:125,rsize:112,rstrip:114,rtk:127,rtype:[8,13],rule:[7,47,50,69,112],run:[29,30,31,32,33,41,42,46,47,48,49,50,51,59,61,62,63,65,66,69,70,71,72,76,77,79,82,88,89,99,100,103,104,106,107,108,110,111,112,113,114,116,117,123,127],run_test:88,runinitfunct:[108,114],runnabl:70,running_on_cloud:41,runserv:104,runtim:[2,25,31,53,59,71,72,81,82],runtime_table_:31,safe:41,sai:[8,50,52,68,69],said:47,same:[2,7,8,9,20,21,28,29,30,37,38,40,48,49,51,59,60,62,67,69,71,72,73,76,80,95,103,112,131],samping_id:8,sampl:[2,7,13,14,42,49,78,131],sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,77,112],save:[2,8,13,28,33,35,37,38,41,50,51,56,63,69,77,81,112,113],save_dir:[113,114,119,121,131],save_only_on:[118,119],save_parameter_to_tar:[28,92],savetxt:87,saving_period:[114,118,119],saving_period_by_batch:[118,119,121],saw:2,scalabl:72,scalar:[8,21,31,52,80],scale:[5,20,63,69,70,73,78,102],scaleop:102,scaleopmak:[72,102],scalingproject:8,scan:[37,72],scatter:[8,62],scenario:60,schdule:112,schedul:[37,41,70,112],scheduler_factor:6,scheme:[7,10,36,74],scope:[30,43,71,109],score:[7,8,21,60],scp:115,script:[14,62,88,104,111,112,115,123],sdk:124,search:[8,33,76,98],second:[8,21,29,45,47,49,51,59,60,65,66,68,76,78,102,131],secret:112,section:[47,67,70,106,112],see:[8,9,29,33,46,47,67,71,87,106,112],seed:[20,21,87,108,119],seem:[32,46,47],seen:74,segment:[7,59,80],sel_fc:8,selcet:8,select:[8,60,112],selected_generation_scor:60,selected_id:[8,60],selected_indic:8,selected_row:[77,81],selected_rows_desc:[77,81],selected_scor:60,selectedrow:[53,81],selectiv:8,selector:113,self:[30,42,49,51,54,55,56,61,67,80,101,102],selfnorm:8,semant:[14,29,60,75],semat:29,send:[33,38,62,69,70,72,78,81,112],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[63,74,106],sensit:8,sent:[29,38,69,72,78,113],sentanc:85,sentenc:[2,8,14,47,59,60,80,95,98],sentence_input:80,sentence_last_state1:95,sentence_last_state2:95,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,21,25,38,48,63,69,73,74],seper:80,seq:[8,14,95],seq_len:80,seq_pool:[8,94],seq_silc:8,seq_text_print:7,seq_to_seq_data:129,seq_typ:13,seqenc:21,seqlastin:95,seqtext_evalu:7,seqtoseq:[8,87,129],seqtoseq_net:[8,129],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,54,61,65,80,85,92,95,97,131],sequence_conv_pool:131,sequence_group:8,sequence_layer_group:95,sequence_nest_group:8,sequence_nest_layer_group:95,sequencegen:95,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,92],sequenti:[8,31],seri:[9,95],serial:[28,31,37,56,64,72,81],serializ:72,serv:[46,69,72,80,112],server:[29,32,36,39,40,47,62,69,72,83,88,110,111,114,119,127],serverless:33,servic:[106,127],sess:[49,51,61,71],session:[51,61,66],set:[2,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,59,60,66,67,72,73,76,79,80,85,87,92,95,99,102,103,104,106,108,112,113,129,130,131],set_active_typ:101,set_default_parameter_nam:6,set_drop_r:101,set_float_el:30,set_input:8,set_siz:101,set_typ:101,setdatatyp:77,setdefault:102,setp:112,setq:99,settotalbyteslimit:87,setup:[63,69,75,101,102,127],sever:[7,8,30,36,49,59,60,62,64,67,77,80,112],sexstant:127,sgd:[23,28,29,33,41,63,64,69,70,71,77,92,109,110,118],sgd_optim:109,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,59,65,67,71,72,77,79,92,109],shard:[33,34,35,36,37,38,40,69,70,110,112],share:[8,21,32,49,58,64,67,72,74,79,80],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[57,58,76,79,103],shell:112,shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,59,60,61,63,64,65,68,69,72,73,74,77,78,80,81,97,102,104,112],should_be_fals:29,should_be_tru:29,should_shuffl:[2,95],show:[7,10,31,33,45,47,52,56,59,62,63,65,80,99,112],show_check_sparse_distribution_log:[118,119],show_layer_stat:[118,119],show_parameter_stats_period:[113,118,119,121],shown:[8,29,42,62,69,112],shrink_rnn_memori:21,shuf:85,shuffl:[13,85],sid:112,side:[8,28,42,64],sig:112,sigint:111,sigmod:78,sigmod_op:78,sigmod_output:78,sigmoid:[8,22,31,71,78,80],sigmoidactiv:[9,95],sign:[44,56,112],signatur:112,similar:[8,21,31,43,47,60,63,68,69,70,72,74,79,80,106,112,127],similarli:[8,13,47],simpl:[5,7,8,9,13,14,23,28,46,50,51,59,63,65,70,74,76,78,80,114],simple_attent:98,simple_gru:[98,131],simple_lstm:[8,86,131],simple_rnn:[8,98],simple_transform:15,simpler:64,simplest:112,simpli:[8,15,29,38],simplifi:[29,60,67,78],simul:[47,124],simultan:112,sinc:[8,9,33,37,39,40,47,53,63,68,69,71,73,74,80,112,127],singl:[7,9,13,33,42,46,62,69,70,71,72,76,106],sinlg:28,sit:69,site:[32,106,107,112],situat:66,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,56,60,63,67,68,69,71,77,78,79,80,85,87,92,93,95,98,101,102,103,109,130,131],size_a:8,size_b:8,size_t:[36,79,80,101],sizeof:31,skip:[68,87,100,112,130],sleep:114,sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slowli:106,small:[8,14,30,49,55,60],small_messag:[118,119],smaller:[8,21,30,33,46,60],smart:76,smooth:8,snap:113,snapdragon:46,snapshot:[34,40,112],snippet:[48,61,112],sock:41,sock_recv_buf_s:[118,119],sock_send_buf_s:[118,119],socket:114,softmax:[8,9,21,29,31,47,51,52,60,65,69,70,71,85,98,101,131],softmax_param:87,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[95,131],softmaxoutput:51,softwar:[46,127],solid:49,solut:[62,127],solv:[29,72],some:[6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,59,60,61,65,66,67,68,70,72,73,76,79,80,112,127],some_c_api_funct:58,some_inst:58,some_op:[53,59,80],some_python_class:57,somecppclass:57,somedata:28,somegotyp:57,someth:[36,67,106],sometim:[8,68],someurl:13,somewhat:38,somewher:76,soon:33,sort:[8,14,80,106,112,114],sort_by_length:80,sourc:[8,14,30,32,45,47,49,55,56,58,60,68,72,106,112],source_dict_dim:[60,98],source_dict_s:60,source_language_word:[60,98],space:[7,8,46,67,70,74],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,21,36,85,101,110,112,114,119,121],sparse_binary_vector:[2,13,85,92],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,92],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36,85],sparse_value_slot:13,sparse_vector:85,sparseparam:101,sparseprefetchrowcpumatrix:101,spatial:8,spatial_scal:8,spec:[112,113,114],special:[8,38,46,53,60,61,69],specialvartypeinfer:53,specif:[28,32,33,45,60,72,76,79],specifi:[7,8,18,21,29,30,36,37,38,41,42,43,45,49,56,67,69,71,76,78,80,104,106,112],speech:8,speed:[8,9,46,56,62,63,127],sphinx:[57,104],split:[2,8,13,40,47,52,60,72,80,95,110,112],split_count:[110,112,114],sqrt:20,squar:[8,10,11,21,51],square_error_cost:[92,109],squarerootnpool:8,squash:100,srand:119,src:[32,110,111,114],src_backward:98,src_dict:87,src_dict_path:87,src_embed:[60,98],src_forward:98,src_root:4,src_word_id:[60,98],src_word_vec:60,srl:14,ssd:8,ssh:[112,115],ssh_server:111,sstabl:29,stabil:[8,30],stabl:[75,112],stack:[43,72,80,112],stackexchang:8,stage:[32,39,47,49,81,100],stale:[33,71],standalon:123,standard:[6,13,20,47,72,74,106],stanford:[14,30,113],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,60,62,64,69,82,100,106,113,114,119],start_mpi_train:115,start_paddl:114,start_pass:[118,119],start_po:8,start_pserv:[118,119],startpaddl:114,startup:[21,33,41,47,112],startup_program:[18,21,23],stat:[108,119],state:[8,9,18,23,31,33,42,43,59,60,76,80,86,97,113],state_act:[8,9,95],statement:[47,50,112],statfulset:114,static_cast:103,staticinput:[8,97,98],statist:[8,18,20,42],statset:108,statu:[41,60,100,108,112,113,114],status:113,std:[28,32,36,51,53,57,58,66,72,73,76,78,79,101,102,103,119],stdbuf:110,stderr:111,stdout:[13,111],step:[8,9,11,21,23,30,31,33,38,42,47,49,50,54,60,63,64,67,69,70,72,78,80,95,97,98,106,112,127],step_id:80,step_input:80,step_net:31,step_output:80,step_scop:72,stepnet:[31,59,72,76],stepout:95,still:[37,40,47,69,73],stirng:67,stmt1482205552000:112,stmt1482205746000:112,stochast:[10,33,37,40,63],stop:8,stop_gradi:21,storag:[44,46,112],store:[7,8,14,28,30,31,32,36,43,51,53,56,60,64,65,67,69,71,72,73,74,76,80,112],str:[15,18,28,41,80,114,121],straight:[65,68,77],strategi:[11,33,67,70,119],stream:[13,79],stream_:79,streamid:25,street:8,strict:68,stride:[8,9,21],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[2,7,8,13,15,25,28,31,37,45,51,56,65,66,67,71,72,73,76,77,78,81,101,102,112,119],strip:[87,95,106],struct:[37,38,44,46,53,58,73,78,87],structur:[31,37,47,49,56,60,65,67,72,77,112],sts:112,stuff:100,stun:2,style:[8,72,78],sub:[7,8,13,29,40,49,59,62,64,67,69],sub_nest_seq:8,sub_sequ:[2,8,92],subclass:[23,67],subcommand:45,subgradi:10,subgraph:[49,70],submiss:69,submit:[72,112],subnet0:112,subnet:[29,112],subobjectpath:113,subseq:[94,97],subsequ:[8,62],subsequenceinput:[8,95],subset:21,succeed:[37,113],success:[8,38,112,113],successfulcr:113,sudo:[99,112],suffer:30,suffix:[18,41,110],suggest:[8,32],suit:127,suitabl:77,sum:[8,10,31,34,53,67],summar:49,sumopgradmak:73,sumpool:[8,85],sun:20,suppli:77,support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,56,60,63,64,66,68,69,70,72,73,74,77,91,95,112,127],suppos:[9,32,48,77],suppress:[8,45],sure:[106,112],surpass:[8,20],sutibal:79,svs:78,swagger:44,swap_channel:130,swig:[39,57,58,88],swig_paddl:4,switchop:31,sychron:62,symbol:[8,31,51,58],symbols_ready_:31,symbolt:[31,72],symlink:100,sync:[33,63,74],sync_with_cpp:[106,107],syncflag:101,synchron:[33,37,62,112],syntax:[43,47,60,68],sys:130,sysroot:123,system:[31,32,33,38,40,44,48,49,55,69,70,85,106],t2b:129,tab:131,tabl:[7,8,21,31,47,53,56,77,81],tablelookup:77,tablelookupgrad:77,tablelookupop:77,tableproject:8,tag:[7,14,82,89,100,110],tagtyp:7,tail:60,tainer_id:114,take:[2,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,63,65,66,67,68,72,73,79,80,106,112],taken:[51,69,80],talk:38,tangl:106,tanh:[8,9,21,49,60,69,98,101],tanhactiv:[9,95],tar:[13,15,28,92,112],tarbal:112,target:[8,14,21,23,28,31,32,43,49,51,61,66,69,71,72],target_dict_dim:98,target_dict_s:60,target_dictionary_dim:8,target_language_embed:8,target_language_word:98,target_link_librari:32,target_word:60,targetinlink:[8,95],task:[7,8,56,60,69,78],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,79,95],tcp:[112,119],tear:108,technic:33,techniqu:[21,106],technolog:47,tee:113,tell:[33,37,38,60,78],templat:[48,78,79,102,103,113,114,127],tempor:8,temporari:[18,41,43,63,67,128],tensor:[21,30,32,46,47,49,51,53,56,59,60,70,71,77,80,81,102,109],tensor_array_read:80,tensor_array_s:80,tensor_array_stack:80,tensor_array_unstack:80,tensor_array_writ:80,tensor_data:56,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarraydesc:80,tensordesc:[56,77],tensorflow:[31,47,49,52,69,70,74,80],term:[8,9,33,73,74],termin:113,tessorarrai:80,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,58,63,68,71,75,93,100,101,102,103,108,109,110,115,119,121,130,131],test_:102,test_all_data_in_one_period:113,test_check_grad_ingore_i:102,test_check_grad_ingore_x:102,test_check_grad_norm:102,test_check_output:102,test_compar:82,test_comparespars:82,test_comparetwonet:82,test_comparetwoopt:82,test_config_pars:82,test_data:4,test_data_dir:110,test_fcgrad:101,test_gpuprofil:108,test_layergrad:101,test_list:[2,87],test_mkldnn:55,test_mklpack:54,test_mul_op:[88,102],test_networkcompar:82,test_pass:[118,119,121],test_period:[118,119,121],test_predict:82,test_pydataprovid:82,test_pydataprovider2:82,test_pydataproviderwrapp:82,test_recurrent_machine_gener:82,test_recurrentgradientmachin:[82,95],test_swig_api:82,test_train:82,test_traineronepass:82,test_wait:[118,119],testa:29,testb:29,testbilinearfwdbwd:108,testconfig:101,testfcgrad:101,testfclay:101,testlayergrad:101,testmulop:102,testq:29,testresult:28,testutil:101,text1:45,text:[2,7,9,13,29,56,59,112,129],text_conv:131,text_fil:13,tflop:108,tftp:127,tgz:[14,91],than:[6,7,8,9,21,33,41,47,48,49,67,72,74,80,87,112,127],the_step:47,theano:47,thei:[8,18,20,26,29,32,33,38,40,45,47,49,50,60,61,67,70,71,72,78,80,81,108,112],them:[7,8,9,15,21,29,30,32,33,36,41,47,48,53,60,68,70,72,73,76,77,78,80,81,108,112],themselv:32,theori:47,therefor:63,therein:[8,31],theta:49,theta_d:49,theta_g:49,thi:[2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,43,46,47,48,49,50,51,59,60,61,62,63,64,65,67,68,69,70,71,72,73,74,77,78,79,80,91,106,108,109,112,127],thin:53,thing:[2,49,69,72,79],think:[29,32],third:[8,33,51,106],third_parti:[8,55,123,124,125],those:[8,31,32,33,48,50,51,52,65],though:[80,127],thought:32,thread:[106,108],thread_local_rand_use_global_se:[118,119],threadblocks:25,threadid:121,threadloc:108,three:[7,8,30,33,42,46,47,50,60,61,64,65,68,79,130],threshold:[6,7,8,33,37,119],through:[8,21,32,33,37,39,42,61,63,71,104,109],throughout:43,throughput:108,thrust:72,thu:[8,21,40,42,51,112,128],tier:113,time:[8,9,11,13,21,28,29,30,32,33,37,40,47,48,53,54,59,60,62,67,68,69,70,72,73,77,78,80,81,95,106,107,108,113,114,119,127],timelin:[8,72],timeo:112,timeout:[33,37],timeout_sec:13,timer:108,timestamp:[8,34],timestep:[8,76],titl:[14,114],tls:44,tmp:[2,67],to_chw:15,to_no_sequ:[8,94],to_sequ:[8,94,95],to_tar:28,to_your_paddle_clone_path:104,todo:[7,13,14,31,33,37,40,60,78],toend:8,togeth:[8,9,13,28,80],token:[7,8,29,98],toler:[28,30],too:[14,30,80],took:127,tool:[104,106,112,114,123,125],toolchain:[106,123],top:[7,21,28,59,60,130],top_k:[7,21,60],top_level_rnn:59,topk_generated_scor:60,topk_id:60,topk_scor:60,toplevel:99,topolog:[29,33,51,56,64,69,71],topoloi:51,topolopi:28,torch:[31,47],toronto:14,tostr:87,total:[21,28,33,42,62,68,70,106,108,113,127],total_pass:68,tottim:[106,107],trace:[31,49],track:[33,37,51,67,100],tractabl:8,tradit:[8,31,46],traffic:69,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,54,56,62,63,64,65,66,71,72,74,77,79,81,83,85,89,92,98,110,111,113,114,115,116,117,119,121,129,130,131],train_arg:114,train_args_dict:114,train_args_list:114,train_conf:129,train_config_dir:[112,114],train_data:110,train_data_dir:110,train_i:92,train_id:112,train_list:[2,87,110,130],train_loop:47,train_read:92,train_x:92,trainabl:[8,56,67],trainer:[2,4,29,34,35,36,37,39,47,54,55,63,64,69,70,72,92,101,110,114,119,121],trainer_config:[1,2,4,112,113,114,131],trainer_config_help:[2,101],trainer_count:[85,93,110,112,113,114,118,119,121],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[110,112,114,119],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerconfighelp:87,trainerid:[40,114],trainerintern:131,trainonebatch:36,tran:101,transact:[33,37],transform:[8,9,15,21,72],transform_param_attr:9,transformed_st:9,translat:[8,9,47,85,129],translation_id:60,translation_scor:60,transpar:60,transpil:47,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:50,travi:100,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,67,109,114,125],trg_dic_siz:60,trg_embed:[60,98],trick:60,tricki:57,trigger:[40,64],trim:8,trivial:[60,80],true_block:[31,52,65],true_imag:68,true_label:68,true_neg:42,true_posit:42,true_read:68,truth:[7,8],tune:[6,106,107,118],tupl:[8,9,13,14,15,18,21,28,67,68],ture:8,turn:[8,21,67,68,97],tutori:[106,112,114,115,116,117,128,129],twice:[49,70],twine:75,two:[7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,56,60,63,65,68,69,71,72,73,74,76,77,78,80,81,102,103,108,112],txt:[2,32,41,45,54,55,101,104,110,112,115,131],type:[2,7,8,9,11,13,14,18,21,29,31,33,36,37,40,41,44,45,46,53,56,57,58,59,60,65,66,67,68,72,73,74,77,78,81,92,93,95,98,101,102,103,112,113,121,130,131],type_nam:78,typedef:[38,46,57,58,79],typeid:78,typenam:[48,78,79,102,103],typic:[7,69],ubuntu:[75,91,93,106],ubyt:68,uci:14,uci_h:93,ufldl:8,uid:113,uint16_t:46,uint32:[44,56],uint64:[56,57],uint64_t:57,unawar:38,unclear:40,under:[32,37,62,70,112],underli:60,understand:[20,47,67,106,127],understand_senti:98,undeterminist:108,unidirect:8,unifi:[43,51,77],uniform:[6,8,13,20,35,49,67,68],uniform_random:67,uninstal:82,uniqu:[29,31,33,40,41,67,76,112],unique_nam:67,unique_name_gener:67,unique_ptr:[73,76,79,101],unit:[8,9,21,32,63,74,79],unittest:[58,82,102],unk:[77,81,129],unknown:[8,21],unlik:[8,60],unordered_map:76,unpack:80,unrol:59,unseen:74,unseg:8,unsign:[38,46],unstack:80,unstack_from:80,unsupervis:49,unsupport:102,until:[33,38,47,70,76,112,114],untrack:100,unzip:123,updat:[6,8,10,23,33,37,38,44,46,49,59,60,61,62,63,64,69,76,80,100,106,107,121],update_equ:[28,92],update_hook:6,update_memori:31,update_op:61,updatecallback:101,updatestack:112,upgrad:[62,82,91,128],upload:[33,41,44,75],upon:33,upper:8,upstream:[82,100],uri:112,url:[13,14],usag:[7,8,9,15,28,46,52,64,110,111,114],use:[6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,60,61,62,64,67,69,70,71,76,77,78,80,81,100,102,106,108,110,112,114,130],use_eigen_bla:123,use_eigen_for_bla:[123,124],use_etcd:28,use_global_stat:8,use_gpu:[4,85,92,93,110,113,114,118,119,121,130,131],use_mkl_pack:54,use_mkldnn:[8,55],use_nesterov:23,use_old_updat:[36,118,119],use_peephol:21,use_sparse_remote_updat:36,used:[2,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,59,60,63,64,67,68,69,71,72,74,76,78,79,80,106,108,112],useful:[8,9,30,46,76],usegpu:101,user:[6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,60,61,62,63,67,68,69,70,71,72,73,74,76,78,79,80,106,112,127],user_id:114,user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:[35,100,123],uses:[8,33,40,46,59,60,64,69,79,112],using:[6,8,9,13,21,28,29,31,32,33,37,38,40,41,43,45,46,47,48,49,51,53,59,61,63,65,68,69,73,74,76,78,79,93,102,112,128],usr:[82,88,89,110,112,114,119],usrdict:129,usrmodel:129,usual:[8,28,41,65,74,79,106,108,112],util:[54,55,62,108,114,127],uuid:[34,40],v7a:123,v8a:123,valgrind:107,valid:[8,15,68,72,76,112],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,55,56,59,60,61,63,64,65,67,69,71,72,76,77,78,80,81,85,101,112,114,121,123,130,131],value1:119,value2:119,value_:77,value_evalu:7,value_rang:13,valueerror:[21,51,85],values_:80,vanilla:98,varabl:70,vardesc:[31,50,65,67,72,77],vardescbuild:31,vari:112,variabl:[10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,59,60,61,63,65,66,69,70,71,73,74,77,78,80,106,109,112,113],variablenamemap:102,varialbl:49,varianc:8,variant:[8,53,79,80],varibl:51,varienc:80,varient:80,variou:[31,46,74],varproto:78,vars_:[31,76],vartyp:[21,77,81],vartypeinfer:53,vec1:8,vec2:8,vec:87,veclib:124,vector:[8,9,13,14,21,29,31,36,38,51,52,59,60,67,72,73,77,80,131],veloc:23,vendor:32,verb:14,verbos:45,veri:[8,11,32,37,43,47,48,49,60,64,68,70,74,76,79,80,106],verifi:31,version:[8,9,32,41,45,47,49,51,52,56,60,69,75,100,106,108,110,112,118,119,124],versu:29,vertic:8,vgg:[9,22],via:[33,100,112,127],view:[8,56],vim:89,virtual:[53,73,79],virtualenv:99,visibl:[40,76],visit:28,visual:[8,60],vlog:36,volum:[104,113,114],volumemount:[112,113,114],volumn:112,vutbr:14,wai:[7,9,29,38,40,43,47,60,63,67,68,71,74,80],wait:[33,38,114],wangkuiyi:32,want:[2,8,29,41,42,49,63,66,68,71,74,76,79,80,106],warn:[28,45,82,87,114],warp:8,warpctc:8,wast:62,watch:33,wbia:[112,130],weav:47,web:106,weight:[7,8,9,10,20,21,26,54,56,74,101,130],weight_act:9,weightlist:101,weights_:101,weights_t:101,welcom:32,well:[41,47,48,49,69,71,74,77,112],were:[7,32,47],west:112,wget:123,what:[6,8,32,47,49,60,67,69,70,78,100,106,127],wheel:91,when:[2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,60,62,63,64,65,67,69,70,72,79,80,106,108,112,127],whenev:67,where:[8,9,10,20,21,29,31,33,40,47,50,59,60,63,65,69,72,74,80,106,109],wherea:[31,37,48,52,79],whether:[7,8,13,15,21,28,30,31,43,68,77,80],which:[6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,56,59,60,61,62,64,65,66,67,68,69,70,71,72,73,76,77,78,80,92,106,107,112,127],while_loop:[60,80],whileloop:80,whileop:31,whl:[88,91],who:[48,50,62,67],whoever:38,whole:[2,7,13,49,52,57,58,59,62,66,78,112,127],whose:[8,13,30,33,40,59,72,73,78,80],why:[9,30,58,108],wide:[32,49,111,115],width:[7,8,13,15,36,57,68,87,101,102],wiki:[8,32,110],wikipedia:[8,14,110],wilder:2,window:[8,11,14,63,99],wirt:51,wise:[8,15,70,72],with_avx:[88,100,110,123,124],with_bia:78,with_c_api:[88,123,124,125],with_doc:88,with_doubl:[88,101,110],with_dso:88,with_golang:88,with_gpu:[88,99,100,110,123,124],with_mkl:[54,55,88],with_mkldnn:55,with_mklml:55,with_profil:108,with_python:[88,110,123,124],with_rdma:[110,123,124],with_style_check:[88,100],with_swig_pi:[88,123,124],with_test:[88,100,102],with_tim:[108,110],within:[8,37,47],without:[7,8,23,33,38,67,68,70,72,106],wloop:80,wmt14:98,wmt_shrinked_data:14,won:95,wonder:2,word2vec:[41,85,110,111],word:[2,7,8,14,50,53,59,60,70,72,78,80,85,95,97,131],word_dict:[95,110,115,131],word_dim:[87,95,131],word_id:[2,85],word_idx:14,word_vector_dim:[8,60,98,129],words_freq_sort:14,work:[8,13,21,29,31,32,33,43,46,47,61,63,67,69,89,95,100,104,106,112,113,114,127],worker:[70,81,112],workercount:112,workflow:[72,112],workspac:[110,111],worth:109,would:[28,31,32,33,40,47,48,49,50,61,63,64,67,68,69,70,77,80,106,112,127],wouldn:[47,50],wrap:[47,48,49,62,127],wrapper:[9,32,48,62,63,69,73,80,108],write:[13,21,29,33,40,46,47,48,51,53,61,63,67,68,69,70,72,73,79,80,87,112],write_lock:34,writer:[29,67],written:[25,31,43,49,56,63,72,73,77,106],wrong:68,wrote:[51,70],wsize:112,www:14,x64:125,x86:[123,124],x86_64:[123,124],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,82,89,101,115],xavier:20,xavieriniti:21,xcode:124,xcodebuild:124,xgbe0:119,xgbe1:119,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,68,92,93,101],xxx:[29,80,130],xxxx:34,xxxxxxxxx:112,xxxxxxxxxx:112,xxxxxxxxxxxxx:112,xxxxxxxxxxxxxxxxxxx:112,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[92,93,109],yaml:[32,111,112,113,114,115,127],yancey1989:41,yann:14,yapf:100,year:47,yeild:28,yep:[106,107],yet:[47,127],yield:[2,13,29,35,68,85,92,95],yoshua:20,you:[2,6,8,9,13,28,30,41,46,76,106,112,127,130],your:[8,13,28,29,32,36,41,45,72,82,112,123,124,125,127],your_access_key_id:112,your_param_nam:87,your_repo:114,your_secrete_access_kei:112,your_source_root:58,yuang:47,yuyang18:[13,14],yuyang:[106,107],z_dim:49,z_size:49,zero:[6,8,9,10,13,14,18,30,33,49,60,64,67,77,112,119],zhang:20,zip:[14,67,114,123],zone:112,zoo:129,zxvf:112},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","TheIfElseOperator","Design Doc: InferVarType","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ ClassParameters","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","<no title>","<no title>","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey","<no title>","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","Model Zoo - ImageNet","\u5feb\u901f\u5165\u95e8\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":114,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":129,"\u4e0b\u8f7d\u6570\u636e":113,"\u4e0d\u4f7f\u7528":57,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":57,"\u4e0d\u540c\u7684":86,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":57,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":57,"\u4e24\u79cd\u4f7f\u7528":86,"\u4e2d\u6587\u5b57\u5178":129,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":129,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":129,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":129,"\u4e3a\u4ec0\u4e48\u8981":99,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":108,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":108,"\u4ec5\u4ec5\u4f7f\u7528void":57,"\u4ecb\u7ecd":[129,130],"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4ece\u6e90\u7801\u7f16\u8bd1":88,"\u4ee3\u7801\u8981\u6c42":100,"\u4f18\u5316\u7b97\u6cd5":131,"\u4f7f\u7528":[100,113],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":110,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":57,"\u4f7f\u7528\u6848\u4f8b":121,"\u4f7f\u7528\u6982\u8ff0":131,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":121,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":114,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":129,"\u4f7f\u7528\u8bf4\u660e":105,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":89,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":89,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":89,"\u4f7f\u7528docker\u6784\u5efa":104,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":111,"\u4f7f\u7528paddlepaddl":104,"\u4f7f\u7528pip\u5b89\u88c5":91,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":100,"\u4fee\u6539\u542f\u52a8\u811a\u672c":113,"\u4fee\u6539\u6587\u6863":104,"\u514b\u9686":100,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":58,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":108,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":101,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":111,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[123,124],"\u51c6\u5907\u6570\u636e\u96c6":110,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":114,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":110,"\u51c6\u5907openmpi\u96c6\u7fa4":115,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":85,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":85,"\u51fa\u73b0":86,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u5e03\u5f0f\u8bad\u7ec3":110,"\u5206\u652f\u89c4\u8303":75,"\u521b\u5efa\u672c\u5730\u5206\u652f":100,"\u521b\u5efajob":114,"\u521b\u5efapaddlepaddl":113,"\u5220\u9664\u672c\u5730\u5206\u652f":100,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":100,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":85,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":100,"\u5236\u4f5c\u955c\u50cf":114,"\u5236\u4f5cdocker\u955c\u50cf":113,"\u524d\u5411operator\u5355\u6d4b":102,"\u52a0\u8f7dpaddlepaddl":92,"\u52a0\u901f\u6267\u884c":34,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":85,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":57,"\u52a8\u6001\u6269\u5bb9":34,"\u5355\u5143\u6d4b\u8bd5":119,"\u5355\u53cc\u5c42rnn":95,"\u5377\u79ef\u6a21\u578b":131,"\u539f\u56e0":57,"\u539f\u56e0\u5217\u8868":57,"\u53c2\u6570\u4fe1\u606f":130,"\u53c2\u6570\u5185\u5b58":85,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":119,"\u53c2\u6570\u6982\u8ff0":118,"\u53c2\u6570\u8bbe\u7f6e":87,"\u53c2\u6570\u8bfb\u53d6":130,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":44,"\u53c2\u8003\u8d44\u6599":108,"\u53cc\u5c42rnn":95,"\u53cc\u5c42rnn\u4ecb\u7ecd":97,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":97,"\u53cd\u5411operator\u5355\u6d4b":102,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":99,"\u53ef\u9009\u529f\u80fd":129,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":91,"\u540d\u8bcd\u89e3\u91ca":44,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":131,"\u5411\u91cf":119,"\u542f\u52a8\u4efb\u52a1":114,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":110,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":110,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":110,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[111,115],"\u5440":99,"\u547d\u4ee4\u884c\u53c2\u6570":131,"\u548c":94,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":121,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":110,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":89,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":115,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":103,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":129,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":123,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":123,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":92,"\u57fa\u672c\u539f\u7406":97,"\u57fa\u672c\u8981\u6c42":57,"\u5982\u4f55\u4e66\u5199\u6587\u6863":104,"\u5982\u4f55\u4f7f\u7528":86,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":87,"\u5982\u4f55\u5199\u65b0\u7684oper":102,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":85,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":87,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":87,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":85,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":87,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":85,"\u5982\u4f55\u66f4\u65b0www":104,"\u5982\u4f55\u6784\u5efa\u6587\u6863":104,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":87,"\u5982\u4f55\u8c03\u7528":85,"\u5982\u4f55\u8d21\u732e":104,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":100,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":108,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":87,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":95,"\u5b50\u5e8f\u5217\u95f4\u6709memori":95,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":87,"\u5b89\u88c5":[91,131],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":90,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":125,"\u5b89\u88c5\u6d41\u7a0b":90,"\u5b9a\u4e49operator\u7c7b":102,"\u5b9a\u4e49opkernel\u7c7b":102,"\u5b9a\u4e49protomaker\u7c7b":102,"\u5b9e\u73b0":57,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":102,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":101,"\u5b9e\u73b0\u65b9\u5f0f":58,"\u5b9e\u73b0\u8ba1\u7b97":103,"\u5b9e\u73b0c":[101,102],"\u5b9e\u73b0python\u5c01\u88c5":101,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":107,"\u5bfc\u51fac":57,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":121,"\u5c0f\u7ed3":2,"\u5de5\u5177":108,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":91,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":90,"\u5e76\u5b8c\u6210":100,"\u5efa\u7acb":100,"\u5f00\u53d1\u6807\u51c6":105,"\u5f00\u59cb\u5f00\u53d1":100,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":119,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":131,"\u5feb\u901f\u5b89\u88c5":93,"\u5feb\u901f\u5f00\u59cb":93,"\u6027\u80fd\u4f18\u5316":105,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":108,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":108,"\u6027\u80fd\u8c03\u4f18":119,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":131,"\u603b\u4f53\u6d41\u7a0b":99,"\u6216\u8005\u662f":82,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":88,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":82,"\u62a5importerror":82,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":57,"\u63a5\u53e3":130,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":85,"\u63a8\u5bfc\u65b9\u7a0b":101,"\u63a8\u6d4b\u6267\u884c":34,"\u63d0\u4ea4":100,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":100,"\u63d0\u4ea4\u955c\u50cf":113,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":92,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":94,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6570\u636e\u652f\u6301":119,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":131,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":129,"\u6574\u4f53\u65b9\u6848":114,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u6587\u6863":122,"\u65b0\u624b\u5165\u95e8":93,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":83,"\u65f6\u5e8f\u6a21\u578b":131,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":95,"\u65f6\u95f4\u6b65":95,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":58,"\u672c\u5730\u6d4b\u8bd5":121,"\u672c\u5730\u8bad\u7ec3":121,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":85,"\u672f\u8bed":34,"\u6784\u5efa\u548c\u6d4b\u8bd5":100,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":123,"\u67b6\u6784\u56fe":44,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":107,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":113,"\u67e5\u770b\u8f93\u51fa":114,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":44,"\u6848\u4f8b\u4e00":121,"\u6848\u4f8b\u4e8c":121,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":111,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":111,"\u6982\u5ff5\u7b80\u4ecb":102,"\u6982\u5ff5\u89e3\u91ca":35,"\u6982\u8ff0":[94,97,110],"\u6a21\u5757":44,"\u6a21\u578b":130,"\u6a21\u578b\u4e0b\u8f7d":130,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":58,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":131,"\u6a21\u578b\u914d\u7f6e":[86,95,105],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":95,"\u6ce8\u518coper":102,"\u6ce8\u610f\u4e8b\u9879":[2,102],"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u6d4b\u8bd5":119,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":107,"\u7279\u5f81\u63d0\u53d6":130,"\u73af\u5883\u51c6\u5907":110,"\u751f\u6210\u5e8f\u5217":98,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":107,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":97,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":99,"\u7684\u533a\u522b":86,"\u7684\u53c2\u6570":86,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":86,"\u76ee\u5f55\u7ed3\u6784":58,"\u76ee\u6807":44,"\u76f4\u63a5\u6784\u5efa":104,"\u76f8\u5173\u6982\u5ff5":97,"\u77e9\u9635":119,"\u793a\u4f8b1":95,"\u793a\u4f8b2":95,"\u793a\u4f8b3":95,"\u793a\u4f8b4":95,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":85,"\u7a00\u758f\u8bad\u7ec3":121,"\u7b26\u53f7":57,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u7c7b":[57,101,102],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":92,"\u7ec6\u8282\u63cf\u8ff0":119,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":111,"\u7ed1\u5b9apython":102,"\u7f16\u5199yaml\u6587\u4ef6":113,"\u7f16\u8bd1":102,"\u7f16\u8bd1\u4f9d\u8d56":88,"\u7f16\u8bd1\u548c\u5b89\u88c5":[123,124,125],"\u7f16\u8bd1\u548c\u6267\u884c":102,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":82,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":82,"\u7f16\u8bd1\u65b9\u6cd5":88,"\u7f16\u8bd1\u6d41\u7a0b":90,"\u7f16\u8bd1\u9009\u9879":[58,88],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":88,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":88,"\u7f16\u8bd1paddlepaddl":123,"\u7f29\u5bb9":34,"\u7f51\u7edc\u53ef\u89c6\u5316":130,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":57,"\u80cc\u666f":57,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":119,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":89,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u89c2\u6d4b\u8bcd\u5411\u91cf":129,"\u8bad\u7ec3":119,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":85,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8bad\u7ec3\u6a21\u578b":[92,131],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":97,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":85,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":120,"\u8bcd\u5411\u91cf\u6a21\u578b":131,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":129,"\u8bcd\u6c47\u8868":95,"\u8be6\u7ec6\u6559\u7a0b":108,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":95,"\u8f6c\u6362\u5e93":35,"\u8f93\u5165":97,"\u8f93\u5165\u4e0d\u7b49\u957f":95,"\u8f93\u5165\u793a\u4f8b":97,"\u8f93\u51fa":97,"\u8f93\u51fa\u65e5\u5fd7":131,"\u8fd0\u884c\u5bb9\u5668":113,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":91,"\u8fd0\u884cdocker":82,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":57,"\u8fdb\u884c\u8bad\u7ec3":[35,113],"\u8fdb\u9636\u6307\u5357":105,"\u901a\u7528":119,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":131,"\u9047\u5230":82,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":131,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[123,124,125],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":98,"\u914d\u7f6e\u7f51\u7edc":92,"\u94a9\u5b50":100,"\u9519\u8bef\u600e\u4e48\u529e":86,"\u9644\u5f55":131,"\u968f\u673a\u6570":119,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":83,"\u96c6\u7fa4\u8bad\u7ec3":121,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":83,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":99,"\u975e\u6cd5\u6307\u4ee4":82,"\u9884\u6d4b":[130,131],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[62,69,70,71,127],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":123,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":95,"api\u5e93":123,"beam_search\u7684\u751f\u6210":95,"book\u4e2d\u6240\u6709\u7ae0\u8282":75,"book\u6559\u7a0b":89,"class":[49,64,67],"cmake\u6e90\u7801\u7f16\u8bd1":82,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":44,"float":85,"function":[32,48,49,67],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":121,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":108,"gpu\u955c\u50cf\u51fa\u73b0":82,"group\u6559\u7a0b":97,"import":82,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":124,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"kubernetes\u5355\u673a\u8bad\u7ec3":113,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":79,"org\u5de5\u5177":104,"paddle\u52a8\u6001\u5e93\u4e2d":57,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":57,"paddle\u7248\u672c\u53f7\u4e3a0":82,"paddlepaddle\u53d1\u884c\u89c4\u8303":75,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":75,"paddlepaddle\u73af\u5883\u4f9d\u8d56":91,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":88,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":125,"pod\u95f4\u901a\u4fe1":114,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":107,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":107,"python\u63a5\u53e3":130,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":82,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":131,"return":68,"rnn\u76f8\u5173\u6a21\u578b":96,"rnn\u914d\u7f6e":98,"switch":79,"tensor\u4f7f\u7528\u6837\u4f8b":103,"tensor\u5230eigentensor\u7684\u8f6c\u6362":103,"tensor\u6a21\u5757":103,AWS:112,Abs:5,DNS:112,EFS:112,For:32,KMS:112,The:[31,38,43,47,49,50,52,53,61,64,72,73],Use:[31,65],Using:[32,38],With:41,about:49,absolut:60,access:112,account:112,accuraci:21,action:[54,55],activ:[5,8,55],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:112,address:112,addto:8,advanc:79,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,59,66,69],all:[76,80],analysi:69,anneal:87,api:[0,3,54,55,58,61,63,67,74,78],appendix:127,applic:3,arbitrari:47,architectur:69,argument:[45,68],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:112,assign:21,associ:[76,112],assumpt:127,async:119,attent:98,attribut:[6,74],auc:7,auto:30,averag:63,avg:11,aws:112,backgraound:30,background:[54,70,71,79,80,81],backward:[47,50,72],base:[41,60,70],basepool:11,basic:[79,127],batch:68,batch_norm:[8,21],batch_siz:68,beam:60,beam_search:8,beam_search_decod:21,becaus:87,benchmark:[54,55],benefit:[70,72],between:[29,67,72,78,79],bidirectional_gru:9,bidirectional_lstm:9,big:87,bilinear_interp:8,binari:31,bla:88,block:[31,49,50,65,67,72],block_expand:8,blockdesc:65,bootstrap:127,bottleneck:106,brelu:5,bring:127,bucket:112,build:[49,72],cach:2,can:76,capi:58,capi_priv:58,cast:21,challeng:[66,70],chang:60,check:[8,30],checker:30,checkpoint:[33,34,40],choos:[32,112],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,clone:100,close:30,cloudform:112,cluster:[39,112,127],cmake:[32,54,55],code:[41,67,106,109],column_sum:7,commit:100,compar:127,comparis:67,compat:47,compil:[31,46,47,65,72,109],complet:47,compos:68,comput:[31,50,72,74],con:127,concat:[8,21],concept:[67,72,112],concern:55,conclus:[40,51,127],condit:49,config:3,configur:[27,112],conll05:14,connect:8,constantiniti:20,construct:50,content:[2,54,55,58,82,83,85,86,87,94,108,112],context_project:8,control:72,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,69,70],core:[30,67,112],cos_sim:[8,21],cost:8,creat:[68,71,72,76,112],create_arrai:21,creation:[37,63,74],creator:68,credenti:112,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,82,88],cudnn:88,cudnnavg:11,cudnnmax:11,current:[46,73],custom:68,data:[8,12,13,21,33,68,69,112],datafeed:[13,17],dataprovid:[3,119],dataset:[12,14,33,37],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:60,decor:68,deep:[31,47],defin:112,definit:81,delet:112,demo:[49,112],dens:40,depend:49,deploi:41,describ:[47,61],descript:[45,72],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,54,55,56,59,60,61,62,64,65,67,68,69,70,71,72,73,76,77,79,80],destroi:[76,112],detail:36,detect:[7,8],detection_map:7,detection_output:8,develop:72,devic:79,devicecontext:79,dictionari:68,differ:[72,79],directori:112,discrimin:49,discuss:[49,70],dispatch:[33,37],distribut:[29,33,36,41,69,112],dnn:55,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,54,55,56,62,64,65,67,68,69,70,71,72,73,77,79],docker:[41,99],doe:68,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:112,download:112,driver:82,drop_out:86,dropout:[8,21],duplic:86,dure:[60,68],dylib:58,dynam:[33,80],dynamic_lstm:21,dynet:51,ec2:112,eigen:103,elast:112,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21],engin:49,enough:30,entri:68,environ:41,eos:8,eval:69,evalu:[7,18,42],event:[28,29],evolut:47,examin:106,exampl:[29,32,52,58,71],except:85,execut:[31,47,65,72],executor:[19,43],exp:5,expand:[8,94],expandlevel:8,explain:30,extern:112,factor:8,factorization_machin:8,faq:84,fault:33,file:[31,106,112],fill_const:21,fill_constant_batch_size_lik:21,find:112,first_seq:[8,94],float16:46,fluid:[16,47,62,109],fork:100,format:[31,33,56],forward:50,frame:31,framework:[30,103],from:[29,40,78],full_matrix_project:8,fulli:8,functor:79,futur:47,gan:49,gate:98,gated_unit:8,gener:[49,60,106,127],get_output:8,give:68,global:[65,67],gpu:119,gradient:[30,38,55,73],gradient_print:7,graident:30,graph:[50,51,70,72,74],group:[8,112],gru:[9,119],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,57],happen:40,hardwar:46,helper:67,hierarchi:31,high:[61,63,74,78],how:[30,36,63,68,72,79],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:112,ident:5,identifi:106,identity_project:8,ifels:52,ifelseop:31,illeg:82,imag:[8,9,15,41],imagenet:130,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,56,59,62,63,67,68,72,73,74],increment:21,infer:[28,85],infershap:[65,77],infervartyp:53,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,112],input_typ:2,insid:76,inspect:112,instal:[112,127],instanc:112,instead:68,instruct:82,insuffici:82,integr:[79,112],intel:[54,55],interact:78,interfac:[12,13,15,30,33,38,39,43,61,68,71,76],intermedi:72,interpol:8,introduc:[60,80],introduct:74,isn:68,issu:[46,100],job:[33,41,112,113],join:8,kei:[54,112],kernel:72,kmax_sequence_scor:8,kube:112,kubectl:112,kubernet:[41,112,113],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:[8,94],layer:[8,21,29,48,54,55,67,86],learn:[31,47,87],learnabl:8,less_than:21,leval:78,level:[61,63,74,78],libpaddle_capi_shar:58,libpaddle_capi_whol:58,librari:[38,46,72,79],limit:69,linear:5,linear_chain_crf:21,linear_comb:8,list:[34,68],local:[69,71,76,112],lod:60,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[59,60,80],lodtensordesc:81,log:5,logic:37,look:106,low:[63,74,78],lstm:[9,119],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,60],macro:72,main:49,manag:32,map:[68,72],master:[33,37,41],math:[8,79],mathemat:30,matrix:55,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,59,79,86,95,97],merge_lod_tensor:21,messag:[78,87],method:60,might:49,migrat:72,mileston:72,mini:68,minibatch:13,misc:8,mix:8,mkl:[54,55],mnist:14,mobil:126,model:[3,27,29,36,38,40,47,49,56,60,98,130],modul:[72,79,82],momentum:10,momentumoptim:23,more:49,motiv:[43,56,62,66],movielen:14,msrainiti:20,mul:21,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:68,multiplex:8,mxnet:51,name:[76,82,86,112],nccl:62,nce:8,necess:67,necessari:72,need:68,nest:59,net:22,network:[9,72,98],neural:98,nlp:[9,119],norm:[8,74],normaliniti:20,note:30,numer:30,numpi:30,nvprof:108,nvvp:108,object:33,offset:60,ones:21,onli:[68,76],op_mak:72,oper:[48,52,63,65,67,70,72,73,77,80],opinfomap:72,opkernel:[72,79],opproto:78,ops:74,optim:[10,23,33,38,50,61,67],option:45,opwithkernel:72,order:45,org:104,origin:72,orthogon:76,other:55,out_prod:8,output:[8,112],overview:[40,43,54,55,72,76,109],pack:[54,60],packag:32,pad:8,paddl:[36,62,68,76,82,86,103],paddlejob:41,paddlepaddl:[29,31,47,54,55,63,65,69,74,75,82,104,109,112,122],pair:112,paradigm:47,parallel_nn:121,paramattr:24,paramet:[6,8,28,29,33,38,39,41,55,63,64,67,70,74,112],parameteraverageoptim:63,parent:76,part:50,partit:38,path:[40,45],penalti:74,perform:[63,106,119],persist:37,pfsclient:[44,45],pfsserver:44,place:79,placement:69,platform:82,pnpair:7,point:[54,85,112],pool2d:21,pool:[8,11,94],pose:[53,73],power:8,pre:100,precision_recal:7,prefetch:68,prelu:8,prepar:112,print:7,privat:112,pro:127,problem:[42,53,61,73],procedur:127,process:[33,38,41,61,72],profil:[25,106],program:[31,47,65,67],programdesc:65,project:32,propos:[53,73,74],protobuf:77,protocol:87,provid:[2,68],prune:66,pserver:40,pull:100,push:100,python:[30,41,54,55,59,61,63,67,68,69,74,78,81,106],qualiti:72,queue:[33,37],rank:7,rank_cost:8,raspberri:125,rate:87,reader:[12,13,29,68],realiz:72,recoveri:33,recurr:[8,9,86,97,98],recurrent_group:8,ref:30,refactor:72,refer:[2,54,55,69,70],region:112,regist:[53,72,78],registr:[72,73],registri:72,regular:[26,38,74],reject:87,rel:60,relat:[72,80],relu:5,remot:[39,71],render:112,repeat:8,represent:[31,72],request:100,requir:[32,49],reshap:[8,21],resiz:8,resnet:130,retri:37,reus:67,rmsprop:10,rnn:[59,80,95,119],rnnop:[31,59,72],roi_pool:8,rotat:8,route53:112,row:77,row_conv:8,row_l2_norm:8,run:[43,109],runtim:[41,69],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,59,72,76],search:60,secur:112,select:[38,77],selectedrow:77,selective_fc:8,sentiment:14,separ:72,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[60,98],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,server:[33,37,38,41,70,112],servic:112,session:[69,71],setup:112,sextant:127,sgd:119,sgdoptim:23,shape:60,share:[29,76],should:76,shrink_memori:21,shuffl:68,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:60,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:68,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,66,73],sourc:109,spars:[38,39,40,77],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,stanh:5,start:[29,112],statement:42,step:59,storag:74,store:33,sub_nested_seq:8,subcommond:45,submit:41,suffici:68,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:56,support:[46,62,79,80,82],survei:[46,51,74,127],synopsi:45,system:[47,112],tabl:58,table_project:8,tanh:5,task:[33,37],tear:112,tecton:127,templat:112,tensor:[8,72,79,103],tensorarrai:[60,80],tensordesc:81,tensorflow:51,test:[54,55],text_conv_pool:9,theori:30,thi:[76,82],think:49,three:80,time:109,timelin:40,todo:[34,35],togeth:76,toler:33,too:87,tool:[32,127],topic:79,topk:21,toward:47,train:[28,29,33,36,39,41,61,68,69,112],trainer:[28,33,38,40,41,112],tran:8,trans_full_matrix_project:8,translat:60,transpil:62,transpos:21,tune:119,ture:47,two:30,uci_h:14,uniform:80,uniforminiti:20,unit:[54,55],unpack:60,updat:[29,39,40,112],usag:[59,60,68],use:[36,68],user:33,util:7,value_print:7,vardesc:81,variabl:[67,72,76,81],verifi:112,version:[46,82],vgg_16_network:9,volum:112,vpc:112,warp_ctc:8,weightdecayregular:26,what:[36,40],wheel:82,when:[40,76],whl:82,why:[46,47,63,68,72,80],wmt14:14,xavieriniti:20,zero:21,zoo:130}}) \ No newline at end of file +Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/mkl/mkl_packed","design/mkl/mkldnn","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/tensor_array","design/var_desc","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/usage/cluster/cluster_train_cn","howto/usage/cluster/fabric_cn","howto/usage/cluster/k8s_aws_cn","howto/usage/cluster/k8s_cn","howto/usage/cluster/k8s_distributed_cn","howto/usage/cluster/openmpi_cn","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","mobile/index_cn","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_cn","v1_api_tutorials/imagenet_model/resnet_model_cn","v1_api_tutorials/quick_start/index_cn"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/tensor_array.md","design/var_desc.md","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/usage/cluster/cluster_train_cn.md","howto/usage/cluster/fabric_cn.md","howto/usage/cluster/k8s_aws_cn.md","howto/usage/cluster/k8s_cn.md","howto/usage/cluster/k8s_distributed_cn.md","howto/usage/cluster/openmpi_cn.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","mobile/index_cn.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_cn.md","v1_api_tutorials/imagenet_model/resnet_model_cn.md","v1_api_tutorials/quick_start/index_cn.rst"],objects:{"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.fluid":{regularizer:[26,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,0,1,""],states:[18,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,3,1,""],center_crop:[15,3,1,""],left_right_flip:[15,3,1,""],load_and_transform:[15,3,1,""],load_image:[15,3,1,""],load_image_bytes:[15,3,1,""],random_crop:[15,3,1,""],resize_short:[15,3,1,""],simple_transform:[15,3,1,""],to_chw:[15,3,1,""]}},objnames:{"0":["py","attribute","Python \u5c5e\u6027"],"1":["py","module","Python \u6a21\u5757"],"2":["py","class","Python \u7c7b"],"3":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":130,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":108,"03m":108,"0424m":108,"0473v3":9,"04\u4ee5\u4e0a":91,"04\u4ee5\u53camaco":93,"055ee37d":112,"0630u":108,"06u":108,"0810u":108,"08823112e":4,"0957m":108,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":119,"0\u5c42\u5e8f\u5217":94,"0_cudnn5":88,"0_cudnn5_avx_mkl":91,"0_cudnn7_avx_mkl":91,"0ab":8,"0rc1":75,"0rc2":75,"0x10f256d50":51,"0x7ffe4de00110":51,"100gi":112,"100m":85,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":130,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":130,"101\u5c42\u7f51\u7edc\u6a21\u578b":130,"10g":41,"1150u":108,"11\u5b9e\u73b0\u4e86c":58,"11e6":113,"12194102e":4,"124n":108,"128\u7ef4\u548c256\u7ef4":129,"12\u4ee5\u4e0a":91,"12\u64cd\u4f5c\u7cfb\u7edf":82,"13m":113,"1490u":108,"14\u7248\u672c\u4ee5\u4e0a\u7684":125,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":121,"152\u5c42\u7f51\u7edc\u6a21\u578b":130,"15501715e":4,"1550u":108,"15\u884c":95,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":87,"16u":108,"173m":130,"173n":108,"1770u":108,"18ad":112,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":113,"197u":108,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":88,"1\u7684\u5c42\u4e4b\u5916":121,"1\u7a00\u758f\u6570\u636e":101,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":121,"1st":21,"210u":108,"211839e770f7b538e2d8":9,"215n":108,"228u":108,"234m":130,"2520u":108,"25639710e":4,"25k":131,"2680u":108,"26\u884c":95,"27787406e":4,"279n":108,"27m":108,"285m":108,"2863m":108,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":108,"2977m":108,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":87,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":114,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":121,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":114,"2cbf7385":112,"302n":108,"30u":108,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":129,"32777140e":4,"328n":108,"32\u7ef4":129,"32u":108,"32x32":14,"331n":108,"3320u":108,"36540484e":4,"365e":112,"36u":108,"3710m":108,"3768m":108,"387u":108,"38u":108,"3920u":108,"39u":108,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":91,"3\u53f7gpu":85,"4035m":108,"4090u":108,"4096mb":119,"4279m":108,"43630644e":4,"43u":108,"448a5b355b84":113,"4560u":108,"4563m":108,"45u":108,"4650u":108,"4726m":108,"473m":113,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":87,"4gb":119,"500m":85,"50\u5c42":130,"50\u5c42\u7f51\u7edc\u6a21\u578b":130,"50bd":112,"50gi":112,"51111044e":4,"514u":108,"525n":108,"526u":108,"53018653e":4,"536u":108,"5460u":108,"5470u":108,"54u":108,"5690m":108,"573u":108,"578n":108,"5798m":108,"586u":108,"58s":113,"5969m":108,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":129,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":91,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":91,"5_cudnn5_avx_mkl":91,"6080u":108,"6140u":108,"6305m":108,"639u":108,"64\u5e73\u53f0\u4e3a\u4f8b":123,"64\u7ef4":129,"64m":56,"655u":108,"6780u":108,"6810u":108,"682u":108,"6970u":108,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":108,"6\u4ee5\u4e0a":[91,93],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":91,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":129,"6ce9":112,"704u":108,"70634608e":4,"7090u":108,"72296313e":4,"72u":108,"73u":108,"75u":108,"760u":108,"767u":108,"783n":108,"784u":108,"78m":108,"7\u4ee5\u4e0a":123,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":91,"7\u4ee5\u4e0b":123,"7\u548cpip":82,"7\u7248\u672c\u5f00\u59cb":123,"7\u7cfb\u5217":91,"7eamaa":14,"7kb":113,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":104,"8250u":108,"8300u":108,"830n":108,"849m":108,"85625684e":4,"861u":108,"8661m":108,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":129,"877\u884c":129,"892m":108,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":87,"901n":108,"90u":108,"918u":108,"9247m":108,"924n":108,"9261m":108,"93137714e":4,"9330m":108,"94u":108,"9530m":108,"96644767e":4,"983m":108,"988u":108,"997u":108,"99982715e":4,"99m":130,"99u":108,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":124,"9f18":113,"\u4e00":95,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":102,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":113,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":97,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":97,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":97,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":97,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":125,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":85,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":108,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":94,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":94,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":101,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":101,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":101,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":102,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":87,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":119,"\u4e00\u4e2alabel":95,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":98,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":131,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u4eba":95,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":97,"\u4e00\u53f0\u7535\u8111":99,"\u4e00\u65e9":95,"\u4e00\u662fbatch":85,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":99,"\u4e00\u6b21\u6027\u676f\u5b50":95,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[94,95],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":75,"\u4e00\u822c\u4ece":100,"\u4e00\u822c\u5728paddlepaddle\u4e2d":95,"\u4e00\u822c\u60c5\u51b5\u4e0b":1,"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":87,"\u4e00\u822c\u6765\u8bf4":98,"\u4e00\u822c\u7531mkl":55,"\u4e00\u822c\u8868\u793a":95,"\u4e00\u822c\u8bbe\u7f6e":87,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":131,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,92],"\u4e0a":100,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":125,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":75,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":110,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":95,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":114,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0a\u7f16\u8bd1\u5f88\u6162":99,"\u4e0a\u7f51":95,"\u4e0a\u8fd0\u884c":123,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":87,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":89,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":99,"\u4e0a\u8ff0\u7684":86,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":108,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":102,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":102,"\u4e0b":[102,104],"\u4e0b\u540c":87,"\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":108,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":130,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":101,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":97,"\u4e0b\u6587\u4f7f\u7528":114,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":113,"\u4e0b\u6b21":95,"\u4e0b\u7684":114,"\u4e0b\u8868\u5c55\u793a\u4e86batch":130,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":113,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":89,"\u4e0b\u8f7dgpu\u7248\u672c\u7684docker\u955c\u50cf":89,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":108,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":102,"\u4e0b\u9762\u4ee5":110,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":102,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":103,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":58,"\u4e0b\u9762\u5217\u51fa\u4e86":98,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":101,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":114,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":113,"\u4e0b\u9762\u662f":102,"\u4e0b\u9762\u662f\u5bf9":102,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":87,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":101,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":130,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":130,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":102,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":101,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":92,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":94,"\u4e0d":95,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":99,"\u4e0d\u4f1a\u518d\u4ece":85,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":99,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":57,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":101,"\u4e0d\u4f7f\u7528c":57,"\u4e0d\u4f7f\u7528swig":57,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":102,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":102,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":102,"\u4e0d\u540c":55,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":86,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":102,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":119,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":130,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":98,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":57,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":85,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":114,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,92],"\u4e0d\u540c\u8bbe\u5907":102,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":57,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":97,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":97,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":95,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":103,"\u4e0d\u5728":58,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5c11":95,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":57,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":57,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":97,"\u4e0d\u6307\u5b9a\u65f6":97,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,92],"\u4e0d\u662f\u771f\u6b63\u7684layer":86,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":86,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":57,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":100,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":102,"\u4e0d\u80fd\u592a\u968f\u610f":100,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":100,"\u4e0d\u8fc7":95,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":99,"\u4e0d\u8fdc":95,"\u4e0d\u9519":95,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":99,"\u4e0d\u9700\u8981\u8bbe\u7f6e":123,"\u4e0e":[55,102,107,114,129],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":55,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":75,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":95,"\u4e0e\u53ef\u80fd\u6709\u7684":75,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":110,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":107,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":87,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":111,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":114,"\u4e0e\u8c03\u4f18":107,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":85,"\u4e0ebatch":54,"\u4e0ejob":114,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":102,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":102,"\u4e0epython\u4e0d\u540c":107,"\u4e14":95,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":100,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":57,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":107,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,92],"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":95,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":58,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":57,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":57,"\u4e24":95,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":104,"\u4e24\u4e2a\u5d4c\u5957\u7684":97,"\u4e24\u4e2a\u64cd\u4f5c":108,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":95,"\u4e24\u4e2a\u90e8\u5206":104,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":85,"\u4e24\u79cd\u7c7b\u522b":131,"\u4e24\u79cdblas\u5e93":88,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":85,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":75,"\u4e2a":131,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":85,"\u4e2a\u6027\u5316\u63a8\u8350":75,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":119,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":119,"\u4e2d":[54,55,57,58,85,101,102,103,107,114,131],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":100,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":129,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":110,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":55,"\u4e2d\u4f20\u5165\u53c2\u6570":110,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":110,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":85,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":95,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":125,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":131,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":123,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":123,"\u4e2d\u5305\u542bc":[123,125],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":100,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":100,"\u4e2d\u5b8c\u5168\u4e00\u81f4":57,"\u4e2d\u5b9a\u4e49":98,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":97,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":55,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":58,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":54,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":130,"\u4e2d\u5f15\u5165\u7684":54,"\u4e2d\u6307\u5b9a":119,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":121,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":130,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":55,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":103,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":130,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":88,"\u4e2d\u6587\u6587\u6863":104,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":104,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":95,"\u4e2d\u6839\u636e":54,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":85,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":114,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":119,"\u4e2d\u6dfb\u52a0":54,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":55,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":102,"\u4e2d\u7684":[103,130],"\u4e2d\u7684\u4e00\u884c":[2,100],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":110,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":100,"\u4e2d\u7684\u6570\u636e":130,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":130,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":75,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":114,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":111,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":101,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":102,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":85,"\u4e3a":[2,54,55,98,102,123,124,125],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":102,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":100,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":101,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":89,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":101,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":55,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":99,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":97,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":100,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":58,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":55,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":54,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":123,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":108,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[123,124],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":55,"\u4e3a\u4ec0\u4e48\u7528":99,"\u4e3a\u4f8b":[86,102,131],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":102,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":131,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":87,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":89,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":108,"\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":129,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":111,"\u4e3a\u6b64":113,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":102,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":101,"\u4e3aconst\u51fd\u6570":102,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":101,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":119,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":55,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":55,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":92,"\u4e3b\u8981\u539f\u56e0":95,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":85,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":102,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":131,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":55,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":87,"\u4e3e\u4f8b":85,"\u4e3e\u4f8b\u8bf4\u660e":95,"\u4e4b\u524d":100,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":131,"\u4e4b\u540e":[92,101],"\u4e4b\u540e\u4f7f\u7528":101,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":101,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":104,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":101,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":88,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":58,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":99,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":97,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":101,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":107,"\u4e58\u9664\u7b49\u65f6\u5019":85,"\u4e5f":95,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":57,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":97,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":58,"\u4e5f\u4e0d\u751f\u6210":58,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":86,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":99,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":100,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":104,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":97,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":110,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":104,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":108,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":114,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":131,"\u4e5f\u53ef\u5199\u6210":102,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":124,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":123,"\u4e5f\u5c31\u662f":100,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":131,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":99,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":100,"\u4e5f\u5c31\u662f\u8bf4":[119,121,129],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":55,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":114,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":108,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":95,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":97,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":82,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":131,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":57,"\u4e7e":95,"\u4e86":[95,99],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":107,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":108,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":98,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":98,"\u4e8c\u7ef4\u77e9\u9635":130,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":95,"\u4e8c\u8fdb\u5236":129,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":107,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":107,"\u4e94\u661f\u7ea7":95,"\u4ea4\u4e92\u7684\u65b9\u6cd5":107,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":123,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":123,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":123,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":124,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":124,"\u4ea4\u53c9\u7f16\u8bd1raspberri":125,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":123,"\u4ea4\u901a":95,"\u4ea4\u901a\u4fbf\u5229":95,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[123,124],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":89,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec0\u4e48\u662f":99,"\u4ec5\u4ec5\u4f7f\u7528":57,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":55,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":101,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":101,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":114,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":123,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":110,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":131,"\u4ece":[75,83,108],"\u4ece0\u5230num":119,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":110,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":97,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":108,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":87,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":95,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":131,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":124,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":123,"\u4ece\u6e90\u7801\u7f16\u8bd1":90,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":101,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":83,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":131,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":54,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":97,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":110,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":95,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":129,"\u4ececmake":123,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ecestart":119,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":100,"\u4ed4\u7ec6\u89c2\u5bdf":130,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":58,"\u4ed6\u4eec\u5206\u522b\u662f":95,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":99,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":95,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":130,"\u4ed6\u662f\u5c06":58,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":57,"\u4ee3\u66ff":114,"\u4ee3\u7801\u4e2d9":95,"\u4ee3\u7801\u53c2\u8003":110,"\u4ee3\u7801\u5982\u4e0b":[85,86,87,98],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":100,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":57,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":107,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":102,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":114,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":55,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5":86,"\u4ee5\u4e0a":[100,123],"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":98,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":99,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":89,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":115,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":100,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":131,"\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":129,"\u4ee5\u4e0b\u7b80\u79f0rnn":54,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":89,"\u4ee5\u4f7f\u7528":123,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":87,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":110,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":101,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":101,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":99,"\u4ee5\u53ca":[54,99,101],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":98,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":99,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":94,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":125,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":102,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":97,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":101,"\u4ee5\u53caandroid":123,"\u4ee5\u53caandroid\u6240\u9700":123,"\u4ee5\u53cagcc":88,"\u4ee5\u53canumpi":35,"\u4ee5\u53carelu":101,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":123,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":124,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":55,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[123,124,125],"\u4ee5\u793a\u533a\u5206":[54,55],"\u4ee5\u8f93\u51fa":85,"\u4ee5\u9017\u53f7":129,"\u4ee5\u9017\u53f7\u95f4\u9694":119,"\u4ee5eigentensor\u4e3a\u4f8b":103,"\u4ee5embedding\u5c42\u4e3a\u4f8b":87,"\u4ee5lstm\u4e3a\u4f8b":86,"\u4ef7\u683c":95,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":111,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":110,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":54,"\u4f18\u5316\u540e":54,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":101,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":107,"\u4f1a\u4ee5":[54,55],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":54,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":55,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":114,"\u4f1a\u5171\u4eab\u53c2\u6570":87,"\u4f1a\u5173\u8054\u53c2\u6570":86,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":110,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":119,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":95,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":114,"\u4f1a\u5728":[55,104],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":104,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":55,"\u4f1a\u5927\u4e0d\u76f8\u540c":110,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":85,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":97,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":57,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":97,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":85,"\u4f1a\u5f15\u5165":55,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":97,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":107,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":110,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":55,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":85,"\u4f1a\u62a5\u9519":97,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":55,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":54,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":107,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":57,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":101,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":55,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":100,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":88,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":55,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":114,"\u4f1a\u88ab":110,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":97,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":100,"\u4f20\u5165":[2,35],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":87,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":119,"\u4f46":58,"\u4f46\u4e0d\u66b4\u9732":58,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":101,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":119,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":95,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":95,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":97,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":88,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":75,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":95,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":85,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":75,"\u4f46\u662f":[85,95],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":58,"\u4f46\u662f\u5728mkl":55,"\u4f46\u662f\u5728paddlepaddle\u4e2d":55,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":118,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":95,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":110,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":100,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":55,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":121,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":55,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":85,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":99,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":57,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":107,"\u4f46\u662fbatch":85,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,92],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,92],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":91,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":102,"\u4f46eigen":103,"\u4f4d\u7f6e":95,"\u4f4f":95,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":95,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":98,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":102,"\u4f5c\u4e3a\u53c2\u6570\u7684id":87,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":55,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":97,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":57,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":88,"\u4f5c\u4e3a\u8f93\u51fa":98,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":95,"\u4f5c\u7528":94,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":130,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":131,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":129,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":130,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":131,"\u4f60\u53ef\u4ee5\u4f7f\u7528":130,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":121,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":130,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":130,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":129,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":130,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":130,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":104,"\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":101,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":121,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":101,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":101,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":131,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":82,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":101,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":110,"\u4f7f\u7528":[55,58,75,85,86,87,95,97,98,101,107,108,119,123,131],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":121,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":121,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":130,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":121,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":121,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":101,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":85,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":113,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":104,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":87,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":92,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":129,"\u4f7f\u7528\u52a8\u6001\u5e93":57,"\u4f7f\u7528\u53c2\u6570":[88,110],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":123,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":85,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":85,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":129,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":98,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":107,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":114,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":113,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":102,"\u4f7f\u7528\u6587\u6863":102,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":85,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":58,"\u4f7f\u7528\u6848\u4f8b":120,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":110,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":55,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":58,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":119,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":97,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":130,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":119,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":119,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":87,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":95,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":101,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":57,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":129,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":58,"\u4f7f\u7528c99\u505a\u63a5\u53e3":57,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":57,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":57,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":119,"\u4f7f\u7528cmake\u7684\u8bdd":107,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":121,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":121,"\u4f7f\u7528docker":89,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":89,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":90,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":99,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":104,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":88,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":123,"\u4f7f\u7528init":121,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":95,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":95,"\u4f7f\u7528model":121,"\u4f7f\u7528openblas\u7684\u955c\u50cf":89,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":123,"\u4f7f\u7528paddlepaddl":131,"\u4f7f\u7528pip\u5b89\u88c5":90,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":119,"\u4f7f\u7528regress":75,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":57,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":57,"\u4f7f\u7528void":57,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":87,"\u4f86":95,"\u4f8b\u5982":[2,35,57,58,75,85,86,88,92,95,98,101,108,114,118,119,121,130,131],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":107,"\u4f8b\u5982\u4f7f\u7528":85,"\u4f8b\u5982\u5728deepspeech2":54,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":57,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":57,"\u4f8b\u5982\u5bf9\u4e8epython":57,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":95,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":95,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":95,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":85,"\u4f8b\u5982c":57,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":57,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":114,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":57,"\u4f8b\u5982python\u7684":57,"\u4f8b\u5982rnn":54,"\u4f8b\u5982sigmoid":101,"\u4f8b\u5982sigmoid\u53d8\u6362":131,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":110,"\u4f8b\u5b50\u4e2d\u662f":101,"\u4f8b\u5b50\u4e2d\u662f0":101,"\u4f8b\u5b50\u4e2d\u662f100":101,"\u4f8b\u5b50\u4e2d\u662f4096":101,"\u4f8b\u5b50\u4e2d\u662f8192":101,"\u4f8b\u5b50\u4e2d\u662ffc":101,"\u4f8b\u5b50\u4e2d\u662fsoftmax":101,"\u4f9bpaddlepaddle\u52a0\u8f7d":119,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":102,"\u4f9d\u6b21\u7c7b\u63a8":75,"\u4f9d\u8d56":[88,91],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":89,"\u4f9d\u8d56libpython2":88,"\u4fbf\u5229":95,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":95,"\u4fbf\u5b9c":95,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":57,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":119,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":87,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":119,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":119,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":130,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":100,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":111,"\u4fee\u590d\u6240\u6709bug\u540e":75,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":75,"\u4fee\u590dubuntu":75,"\u4fee\u6539":[55,75,113],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":113,"\u4fee\u6539\u6210":75,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":108,"\u4fee\u6539\u6587\u6863":105,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[95,100],"\u503c\u5f97\u6df1\u5165\u5206\u6790":108,"\u503c\u7c7b\u578b":121,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":87,"\u5047\u8bbe":101,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":89,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":101,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":85,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":129,"\u504f\u7f6e\u53c2\u6570":130,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":101,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":103,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":75,"\u505a\u63a5\u53e3":57,"\u505a\u68af\u5ea6\u68c0\u6d4b":102,"\u505a\u68c0\u67e5":102,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":119,"\u505c\u7535":95,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":107,"\u5143\u7d20":94,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":94,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":54,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":107,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":54,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":58,"\u5148\u627e\u51fa\u53c2\u6570":86,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":82,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":107,"\u5148\u8c03\u7528initializer\u51fd\u6570":131,"\u514b\u9686\u4e0b\u9762":125,"\u5168\u5bb6":95,"\u5168\u8fde\u63a5\u5c42":129,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":101,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":130,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":101,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":101,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":101,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":101,"\u516c\u5f0f":89,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":102,"\u5171\u4eab\u5185\u5b58":55,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":54,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":102,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":114,"\u5171\u670932":129,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":102,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":95,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":100,"\u5173\u4e8eavx":89,"\u5173\u4e8eeigen":103,"\u5173\u4e8elstm":86,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":92,"\u5173\u4e8eunbound":97,"\u5173\u952e\u8bcd\u5305\u62ec":100,"\u5176\u4e2d":[2,57,75,85,87,92,98,101,107,123,125,129,130],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":130,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":110,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":124,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":124,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":124,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":131,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":94,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":130,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":119,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":119,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":92,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":103,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":99,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":85,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":85,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":58,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":131,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":121,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":75,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":88,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[123,124],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":98,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":101,"\u5176\u4f59\u884c\u662f":129,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":131,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":107,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":131,"\u5176\u5b83layer\u7684\u8f93\u51fa":97,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":85,"\u5176\u6b21":[2,95,131],"\u5176\u8bf4\u660e\u5982\u4e0b":95,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":54,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":98,"\u5176name\u7531\u53c2\u6570":86,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[58,85],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":99,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":58,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,85,101],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":55,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":97,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[54,55],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":108,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":82,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":131,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":55,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":82,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":130,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,58,100],"\u5177\u4f53\u8bf7\u89c1":100,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":95,"\u5185":98,"\u5185\u5b58":108,"\u5185\u5b58\u4e0d\u8db3":83,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":119,"\u5185\u5bb9":[102,131],"\u5185\u5bb9\u5982\u4e0b":113,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":95,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":114,"\u5185\u90e8":114,"\u5185\u90e8\u5b58\u50a8":55,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":57,"\u518d\u4ee5":102,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":87,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":57,"\u518d\u57fa\u4e8e":75,"\u518d\u5b89\u88c5":[82,91],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":95,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":95,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":95,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":110,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":107,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":54,"\u518d\u6307\u5b9a":88,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":107,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":108,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":107,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":101,"\u518d\u901a\u8fc7\u51fd\u6570":114,"\u5199\u4ee3\u7801":57,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":101,"\u5199\u7684":107,"\u51c6\u5907":95,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":110,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":115,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":110,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":85,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":85,"\u51cf\u5c0fbatch":85,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":110,"\u51fa\u53bb\u73a9":95,"\u51fa\u5dee":95,"\u51fa\u6765":95,"\u51fa\u73b0":82,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":87,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":86,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[82,91],"\u51fd\u6570":[2,54,55,98,101,107,108],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":102,"\u51fd\u6570\u5047\u8bbe":98,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":108,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":97,"\u51fd\u6570\u540d":107,"\u51fd\u6570\u540d\u4e3a":58,"\u51fd\u6570\u547d\u540d":57,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":102,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":107,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":101,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":101,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":97,"\u51fd\u6570\u603b\u65f6\u95f4":107,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":101,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":108,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":101,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":101,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":107,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":107,"\u51fd\u6570\u91cc\u5b9e\u73b0":102,"\u5206\u4e3a\u597d\u8bc4":131,"\u5206\u522b\u4e3a":129,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":97,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":55,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":95,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":97,"\u5206\u522b\u662f":94,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":98,"\u5206\u522b\u662fsentences\u548clabel":95,"\u5206\u522b\u662fwords\u548clabel":95,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":101,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":95,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u901a\u5e38\u4f1a\u901a\u8fc7api\u6216\u8005\u73af\u5883\u53d8\u91cf\u63d0\u4f9b\u4efb\u52a1\u8fd0\u884c\u9700\u8981\u7684\u53c2\u6570":110,"\u5206\u5e03\u5f0f\u8bad\u7ec3":105,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":110,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[75,100],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":75,"\u5206\u652f\u4e0a":100,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":100,"\u5206\u652f\u4e2d":75,"\u5206\u652f\u4e3a\u5f00\u53d1":75,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":75,"\u5206\u652f\u4e3a\u7a33\u5b9a":75,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":75,"\u5206\u652f\u5408\u5165":75,"\u5206\u652f\u5408\u5165master\u5206\u652f":75,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":75,"\u5206\u652f\u540d":100,"\u5206\u652f\u540d\u4e3a":75,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":75,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":75,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":102,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":75,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":75,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":123,"\u5206\u652f\u89c4\u8303":100,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":108,"\u5206\u7247":34,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":130,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":129,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":129,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":129,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":119,"\u5206\u9694":129,"\u5207\u6362\u5230":100,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":100,"\u5217\u540d":107,"\u5217\u8868\u5982\u4e0b":[2,92],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":101,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":88,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":124,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":119,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":119,"\u5219\u53ef\u8bbe\u7f6e":[123,124,125],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":131,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":110,"\u5219\u5ffd\u7565":34,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":119,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":108,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":119,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5219\u8bbe\u7f6e\u6210":[123,125],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":85,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":124,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":88,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":110,"\u521b\u5efa":55,"\u521b\u5efa\u4e00\u4e2a":93,"\u521b\u5efa\u4e00\u4e2akubernet":114,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":100,"\u521b\u5efa\u6210\u529f\u540e":114,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":115,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":101,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":101,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":119,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":129,"\u521d\u59cb\u5316\u7236\u7c7b":101,"\u521d\u59cb\u5316biases_":101,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":97,"\u5220\u9664":100,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":124,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":85,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":131,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":85,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":97,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":131,"\u5229\u843d":95,"\u522b\u4eba\u5e2e\u4e86\u5fd9":100,"\u522b\u5fd8\u4e86":99,"\u5230":[34,82,98],"\u5230\u672c\u5730":100,"\u5230\u6b64":102,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":114,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":114,"\u5237\u7259":95,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":114,"\u524d\u53f0":95,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":54,"\u524d\u5411\u4f20\u64ad":101,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":101,"\u524d\u5411\u548c\u540e\u5411":101,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":102,"\u524d\u8005\u5728":85,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":102,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":85,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":102,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":100,"\u524d\u9700\u8981\u5b89\u88c5":107,"\u524d\u9988":110,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":75,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":101,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":131,"\u52a0\u5165":108,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":98,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":98,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":87,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":87,"\u52a0\u8f7dtest":119,"\u52a0\u901f\u7f16\u8bd1":88,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":85,"\u52a8\u6001\u5e93":57,"\u52a9\u624b":101,"\u5305":107,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":129,"\u5305\u542b3\u4e2a\u5c5e\u6027":129,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":58,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":88,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":110,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":110,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":107,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":102,"\u5305\u62ec":[35,54,55,110,119,131],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":85,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ec\u751f\u6210cpu":88,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":92,"\u5305\u62ec\u7b80\u5355\u7684":131,"\u5305\u62ecbool":121,"\u5305\u62eclinux":123,"\u5305\u62ecmkl":55,"\u5305\u7684\u65b9\u6cd5\u662f":82,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":95,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":95,"\u5341\u4e00":95,"\u534e\u6da6\u4e07\u5bb6":95,"\u534f\u540c\u5b8c\u6210releas":75,"\u5355\u4e2a\u503c":35,"\u5355\u4f4d\u662fmb":119,"\u5355\u5143\u6d4b\u8bd5":[99,103],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":82,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":102,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":99,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":118,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":95,"\u5355\u53cc\u5c42rnn":96,"\u5355\u5c42":97,"\u5355\u5c42\u4e0d\u7b49\u957frnn":95,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":95,"\u5355\u5c42\u5e8f\u5217":94,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":94,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":94,"\u5355\u5c42\u6216\u53cc\u5c42":94,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u5355\u5c42rnn":[95,97],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":95,"\u5355\u673acpu\u8bad\u7ec3":85,"\u5355\u673agpu\u8bad\u7ec3":85,"\u5355\u6b65\u51fd\u6570":98,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":98,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":98,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":98,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":102,"\u5355\u70b9\u6545\u969c":34,"\u5355\u7eaf\u7684":107,"\u5355\u8fdb\u5355\u51fa":97,"\u5360\u4f4d\u7b26":129,"\u5360\u7528\u4e8617":107,"\u536b\u751f":95,"\u5373":[58,85,86,102,104,114,131],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":95,"\u5373\u4e0d\u5141\u8bb8\u5728":102,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":95,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":95,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":95,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":95,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":95,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":95,"\u5373\u4f7f\u7528":[58,86],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":119,"\u5373\u4f7fc":58,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":58,"\u5373\u4fbf\u662f":99,"\u5373\u4fbf\u8bbe\u7f6e":82,"\u5373\u4fbfpaddl":58,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":97,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":98,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":97,"\u5373\u53ef":100,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":85,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":123,"\u5373\u53ef\u5728":125,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":91,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":89,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":107,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":107,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":95,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":85,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,92],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":58,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":131,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":95,"\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":95,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":103,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":97,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":95,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":94,"\u5373\u6574\u6570\u6570\u7ec4":95,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":95,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":95,"\u5373\u66b4\u9732":58,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":95,"\u5373\u7f51\u5361\u540d":114,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":55,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":85,"\u5373\u8bbe\u7f6e":85,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":89,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":57,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":87,"\u5373input":97,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":95,"\u5377\u79ef\u5c42\u6743\u91cd":130,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":131,"\u5378\u8f7dpaddlepaddle\u5305":82,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":103,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":95,"\u539f\u56e0":100,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":82,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":100,"\u539f\u6765\u7684\u65b9\u6848":55,"\u53bb\u8fc7":95,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,23,25,28,57,85,99,101,114,118,129,130],"\u53c2\u6570\u4e3a":102,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":87,"\u53c2\u6570\u540d":130,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":110,"\u53c2\u6570\u6570\u91cf":131,"\u53c2\u6570\u670d\u52a1\u5668":[110,118],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":110,"\u53c2\u6570\u670d\u52a1\u5668\u4e5f\u4e0d\u4f1a\u7b49\u5f85\u8ba1\u7b97\u8282\u70b9\u5168\u90e8\u90fd\u63d0\u4ea4\u68af\u5ea6\u4e4b\u540e\u624d\u5f00\u59cb\u4e0b\u4e00\u6b65":110,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":110,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":119,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":119,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":119,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":119,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":119,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":85,"\u53c2\u6570\u6982\u8ff0":120,"\u53c2\u6570\u7684\u89e3\u6790":114,"\u53c2\u6570\u7ef4\u5ea6":129,"\u53c2\u6570\u884c":129,"\u53c2\u6570\u8bbe\u7f6e":84,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":95,"\u53c2\u6570\u8bf4\u660e":110,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":89,"\u53c2\u6570\u8f93\u5165":85,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":98,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":100,"\u53c2\u8003":[44,57,89],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":108,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":95,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":110,"\u53c2\u8003\u955c\u50cf\u7684":114,"\u53c8":95,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":55,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":94,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":85,"\u53ca":101,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":98,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53cc\u5c42":97,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":95,"\u53cc\u5c42\u5e8f\u5217":94,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":94,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":95,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":94,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":97,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":94,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":94,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":95,"\u53cc\u5c42rnn":97,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":95,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":95,"\u53cc\u8fdb\u5355\u51fa":97,"\u53cc\u8fdb\u53cc\u51fa":97,"\u53cd\u5411\u4f20\u64ad":101,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":101,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":102,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":102,"\u53cd\u5411op\u7c7b":102,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":102,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":102,"\u53d1\u5e03\u5230dockerhub":75,"\u53d1\u5e03\u5230github":75,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":85,"\u53d1\u884c\u548c\u7ef4\u62a4":100,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":119,"\u53d6\u503c\u76f8\u540c\u7684layer":86,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":92,"\u53d6\u51b3\u4e8e":102,"\u53d8\u6362\u77e9\u9635":101,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":55,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":95,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":131,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":125,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":108,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":85,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":121,"\u53e6\u5916":[95,99],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":130,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":91,"\u53ea\u4f5c\u4e3aread":97,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":119,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":88,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":130,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":95,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":131,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":58,"\u53ea\u6709":95,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":129,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":90,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":119,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":97,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":86,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":121,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":86,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":57,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":95,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":85,"\u53ea\u8bfbmemory\u8f93\u5165":97,"\u53ea\u9488\u5bf9\u5185\u5b58":85,"\u53ea\u9700\u4e2d\u65ad":111,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":111,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":98,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5":[89,95,100,104],"\u53ef\u4ee5\u4ece":89,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":91,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":87,"\u53ef\u4ee5\u4f7f\u7528":[87,110],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":91,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":87,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":87,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":119,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":114,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":85,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":113,"\u53ef\u4ee5\u521b\u5efa\u975e":102,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":89,"\u53ef\u4ee5\u53c2\u8003":[89,95,98,99,100],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":83,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":129,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":92,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":103,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":108,"\u53ef\u4ee5\u5728":[88,111],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":57,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":114,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":100,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":110,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":103,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06cmake":107,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":97,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":102,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":89,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":108,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":99,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":89,"\u53ef\u4ee5\u6267\u884c":[82,91],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":104,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":88,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":99,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":88,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":95,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":88,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":88,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[94,97],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":97,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":110,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":101,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":97,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":107,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":97,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":119,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u67e5\u770b":114,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":113,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":121,"\u53ef\u4ee5\u7528":[44,99],"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":100,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":108,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":94,"\u53ef\u4ee5\u770b\u51fa":110,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":107,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":108,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":75,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":85,"\u53ef\u4ee5\u8054\u7cfbop":83,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":83,"\u53ef\u4ee5\u88c5\u7684\u662f":99,"\u53ef\u4ee5\u8bbe\u7f6e":[107,123,124,125],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":86,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":103,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":92,"\u53ef\u4ee5\u8fd0\u884c":110,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":88,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":121,"\u53ef\u4ee5\u901a\u8fc7":100,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":98,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":89,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":131,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":107,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[82,91],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":124,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":124,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":121,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":131,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":114,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":85,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":87,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":108,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":99,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":102,"\u53ef\u8bbe\u7f6e":[123,124],"\u53ef\u8bbe\u7f6e\u4e3a":124,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":124,"\u53ef\u9009":[2,88,101,110],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":88,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":86,"\u53f3\u8fb9\u662f":130,"\u5403":95,"\u5403\u996d":95,"\u5404\u65b9\u9762":95,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":54,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":102,"\u5408":95,"\u5408\u7406":95,"\u540c\u4e00\u6b21\u524d\u5411":54,"\u540c\u65f6":[54,55,82,85,108],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":88,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":85,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":100,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":97,"\u540c\u65f6\u4f1a\u5f00\u542fintel":55,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":131,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":130,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":131,"\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":108,"\u540c\u65f6\u518d\u5c06":75,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":55,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":85,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":87,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":99,"\u540c\u65f6\u63d0\u8d77":75,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":55,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":121,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":85,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":85,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":92,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":119,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":97,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":102,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":119,"\u540c\u7406":102,"\u540d\u5b57\u4fee\u9970":57,"\u540d\u79f0":131,"\u540e":[87,88,100,114,123,124,125],"\u540e\u5411":54,"\u540e\u5411\u4f20\u64ad":101,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":101,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":54,"\u540e\u7f00\u4e3a":110,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":85,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":85,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":102,"\u540e\u8005\u7ee7\u627f\u81ea":102,"\u540e\u9988":110,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411\u91cfenable_parallel_vector":118,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":75,"\u5417":99,"\u5426\u5219":[1,102,123,125],"\u5426\u5219\u4f1a\u628a":100,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":119,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":119,"\u5426\u5219\u4f7f\u7528gpu":121,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":98,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":57,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":111,"\u542b\u4e49":[107,130],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":101,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":101,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":101,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":111,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":114,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":119,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":119,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":115,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":119,"\u5440":95,"\u5468\u56f4":95,"\u547d\u4ee4\u4e3a":[82,113],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":113,"\u547d\u4ee4\u5220\u9664":[123,124,125],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":88,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":131,"\u547d\u4ee4\u65f6":123,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":99,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":99,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":99,"\u547d\u4ee4\u884c\u4e2d\u7684":107,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":131,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":88,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":111,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":99,"\u547d\u540d\u4e3a":100,"\u547d\u540d\u89c4\u8303":102,"\u547d\u540d\u8bf7\u9075\u5b88":102,"\u548c":[35,54,55,57,58,75,85,86,87,88,95,98,99,100,101,102,103,104,107,108,110,111,121,123,125,129,131],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":95,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,92],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":102,"\u548c\u4e2d\u6587\u6587\u6863":104,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":85,"\u548c\u504f\u7f6e\u5411\u91cf":101,"\u548c\u5185\u5b58":99,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":94,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":107,"\u548c\u5dee\u8bc4":131,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":94,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":110,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":98,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":99,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":55,"\u548c\u68af\u5ea6\u622a\u65ad":131,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":95,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u548c\u90e8\u5206layer":97,"\u548cpool":94,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":110,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":130,"\u54c1\u8d28":95,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u54ea\u4e9b\u4e0d\u662f":95,"\u5546\u52a1":95,"\u554a":95,"\u5668":131,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,92],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":101,"\u56e0\u4e3a\u53c2\u6570":121,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":98,"\u56e0\u4e3a\u5b83\u6bd4":98,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":114,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":99,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":99,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":107,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3ac":107,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":82,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":57,"\u56e0\u6b64":[1,2,54,95,97,101,123],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":95,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":129,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":103,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":103,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":95,"\u56e0\u6b64\u5f53":123,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":101,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":118,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":130,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":82,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":130,"\u56fe\u50cf\u5206\u7c7b":75,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":130,"\u56fe\u8868":89,"\u5728":[2,54,55,58,75,94,95,98,99,100,102,107,110,124,130,131],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":113,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":101,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":110,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":107,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":119,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":95,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":102,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":113,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":131,"\u5728\u4e4b\u540e\u7684":85,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":89,"\u5728\u4efb\u610f\u65f6\u95f4\u67d0\u4e00\u53f0\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u7684\u53c2\u6570\u53ef\u80fd\u6bd4\u53e6\u4e00\u53f0\u8981\u66f4\u65b0":110,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":110,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":110,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":110,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":92,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":75,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":101,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":103,"\u5728\u51c6\u5907\u53d1\u8d77":100,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u51fd\u6570":114,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":119,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":119,"\u5728\u521b\u5efaparameters\u540e":87,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":95,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":119,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":119,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":95,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":85,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":95,"\u5728\u542f\u52a8job\u4e4b\u524d":114,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":107,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":100,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":119,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":110,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":92,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":92,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":55,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":58,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":86,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":89,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":114,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":114,"\u5728\u5bf9\u5e94\u7684":54,"\u5728\u5c42\u4e2d\u6307\u5b9a":121,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":54,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":97,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f02\u6b65sgd\u4e2d":110,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":58,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":101,"\u5728\u5f97\u5230":114,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":98,"\u5728\u6267\u884c\u65f6":103,"\u5728\u63d0\u4ea4":100,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":92,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":131,"\u5728\u6709\u666e\u901a\u7684cpu":55,"\u5728\u672c\u4f8b\u4e2d":[95,100,121],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":98,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u672c\u793a\u4f8b\u4e2d":95,"\u5728\u672c\u8282\u4e2d":98,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":119,"\u5728\u6837\u4f8b\u4e2d":58,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":131,"\u5728\u6b64":[118,121],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":131,"\u5728\u6b64\u611f\u8c22":129,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":98,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":95,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":98,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":114,"\u5728\u6d4b\u8bd5\u9636\u6bb5":119,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":130,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":100,"\u5728\u751f\u6210\u65f6":98,"\u5728\u7528\u6237\u4f7f\u7528c":58,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":87,"\u5728\u76f8\u5e94layer\u7684":86,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":110,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u7ec4\u5408\u65f6":92,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[123,125],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":101,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":94,"\u5728\u8bad\u7ec3\u4e2d":98,"\u5728\u8bad\u7ec3\u4e4b\u524d":114,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":129,"\u5728\u8bad\u7ec3\u65f6":113,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":55,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":114,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":119,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[123,124,125],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":75,"\u5728\u8be5\u793a\u4f8b\u4e2d":87,"\u5728\u8be5\u914d\u7f6e\u76847":95,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":131,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":108,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":97,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":107,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":103,"\u5728\u8fd9\u4e2a":75,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[101,113],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":95,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":57,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":108,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":98,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":75,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":58,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":58,"\u5728\u8fd9\u4e9blayer\u4e2d":95,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":103,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":103,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[98,101],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":97,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":113,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":114,"\u5728\u8fd9\u91cc":97,"\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":101,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":103,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":103,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":110,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":92,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":130,"\u5728\u91c7\u7528sgd":87,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":55,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":54,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":121,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":85,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":123,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":123,"\u5728batch":54,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":82,"\u5728c":57,"\u5728c\u7684\u5934\u6587\u4ef6":57,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[123,124],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":88,"\u5728eigen\u4e2d":103,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":124,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":124,"\u5728main":107,"\u5728packing\u4e0a\u7684\u8017\u65f6":54,"\u5728paddl":114,"\u5728paddle\u4e2d":121,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":35,"\u5728paddlepaddle\u4e2d":[92,97],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":86,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":86,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":95,"\u5728paramet":34,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":102,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":54,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":97,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":97,"\u5728trainer":121,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":110,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":95,"\u5730\u7406\u4f4d\u7f6e":95,"\u5730\u94c1\u7ad9":95,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":58,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":130,"\u5747\u5300\u5206\u5e03":87,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":119,"\u5747\u662f\u5728":58,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":95,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":95,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":97,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,131],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":93,"\u57fa\u672c\u76f8\u540c":129,"\u57fa\u7c7b":102,"\u586b\u5199":100,"\u589e\u52a0":102,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":113,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":102,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":121,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":101,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":108,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":131,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":97,"\u5907\u6ce8":108,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":108,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":95,"\u5916\u5c42outer_step\u4e2d":95,"\u5916\u90e8\u5b58\u50a8":55,"\u591a\u4e2a\u503c":35,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":85,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":85,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":131,"\u591a\u4e2aip\u4f7f\u7528":110,"\u591a\u4e2aparamet":34,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":97,"\u591a\u673a\u8bad\u7ec3":85,"\u591a\u6b21\u8c03\u7528":54,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":97,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":101,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":101,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":101,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":57,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":99,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":89,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":85,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":99,"\u5927\u90e8\u5206":107,"\u5929":95,"\u5929\u4e00\u5e7f\u573a":95,"\u5929\u4e00\u9601":95,"\u5934\u4fe1\u606f\u4e2d":87,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":101,"\u5934\u6587\u4ef6\u5982\u4e0b":101,"\u597d":95,"\u597d\u5403":95,"\u597d\u8bc4":131,"\u5982":[2,98,100,102,121],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":103,"\u5982\u4e0b":[2,110],"\u5982\u4e0b\u56fe\u6240\u793a":[95,108],"\u5982\u4e0b\u6240\u793a":[121,130],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":131,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":105,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":105,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":131,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u6709":102,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":101,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":130,"\u5982\u679c\u4e0d\u4e3a0":119,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":110,"\u5982\u679c\u4e0d\u4f7f\u7528docker":88,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":88,"\u5982\u679c\u4e0d\u5207\u8bcd":131,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":104,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":107,"\u5982\u679c\u4e0d\u6536\u655b":87,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":55,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":119,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":88,"\u5982\u679c\u4e3afals":119,"\u5982\u679c\u4e3atrue":[2,119],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":88,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":100,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":91,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":119,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":98,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":121,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":119,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":124,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[123,125],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":98,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":101,"\u5982\u679c\u4f7f\u7528":129,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":88,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":88,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":57,"\u5982\u679c\u5173\u95edmkl":88,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":82,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":85,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":129,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":83,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":110,"\u5982\u679c\u5728\u4f7f\u7528mkl":55,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":91,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":119,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":119,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":119,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":87,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":102,"\u5982\u679c\u5931\u8d25":75,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":55,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":85,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":114,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":110,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":83,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":89,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":89,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":88,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":99,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":89,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":108,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":88,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":108,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":108,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":103,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":95,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":108,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":99,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":108,"\u5982\u679c\u6267\u884c\u6210\u529f":130,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":85,"\u5982\u679c\u63d0\u793a\u6b63\u786e":104,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":83,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":97,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":97,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":100,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":75,"\u5982\u679c\u672a\u8bbe\u7f6e":119,"\u5982\u679c\u672a\u8bbe\u7f6egpu":121,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":58,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":58,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":58,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":108,"\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":119,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":89,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":97,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":100,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":119,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":99,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":86,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":129,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":87,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":57,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":99,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":108,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":111,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":82,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[82,91],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[82,91],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":99,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":101,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":98,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":75,"\u5982\u679c\u8981\u542f\u7528gpu":110,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":100,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":100,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":87,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":87,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":119,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":100,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":57,"\u5982\u679c\u8f93\u51fa\u662fno":89,"\u5982\u679c\u8fd0\u884c":82,"\u5982\u679c\u8fd0\u884c\u6210\u529f":130,"\u5982\u679c\u8fd8\u4e0d\u884c":82,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[91,93],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":101,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":101,"\u5982\u679c\u9700\u8981\u83b7\u53d6":91,"\u5982\u679ccuda":102,"\u5982\u679clearning_rate\u592a\u5927":87,"\u5982\u679clearning_rate\u592a\u5c0f":87,"\u5982\u679cmkl":55,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":102,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":102,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":82,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":124,"\u5982\u679cparamet":34,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":100,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":85,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":100,"\u5982\u9ad8\u4eae\u90e8\u5206":108,"\u5982train":110,"\u5b50":95,"\u5b50\u53e5":97,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":97,"\u5b50\u76ee\u5f55":99,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":55,"\u5b57\u5178\u5171\u5305\u542b":129,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":129,"\u5b57\u6bb5\u4e2d":114,"\u5b57\u6bb5\u4e3a\u4f8b":85,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":114,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":114,"\u5b57\u6bb5\u8bbe\u4e3a":75,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":99,"\u5b66\u4e60\u6210\u672c\u9ad8":57,"\u5b66\u4e60\u7387\u4e3a":87,"\u5b81\u6ce2":95,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":55,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":130,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":101,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":101,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":55,"\u5b83\u53eb\u505a":98,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":111,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":100,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":108,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":101,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":98,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":98,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":111,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":130,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":86,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":93,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":101,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":95,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":95,"\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":111,"\u5b83\u7684":98,"\u5b83\u7684\u529f\u80fd\u662f":102,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":94,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":101,"\u5b83\u8868\u793a":99,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":55,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":101,"\u5b89\u6392":95,"\u5b89\u88c5":107,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":93,"\u5b89\u88c5\u540e":89,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":58,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":104,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":104,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[110,124],"\u5b89\u88c5\u5b8c\u6bd5\u540e":107,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":99,"\u5b89\u88c5\u6587\u6863":92,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":110,"\u5b89\u88c5\u6d41\u7a0b":131,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":131,"\u5b89\u9759":95,"\u5b8c\u6210":100,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":97,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":114,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":89,"\u5b8c\u6210\u5b89\u88c5":91,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":55,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":55,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":94,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":92,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":85,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":87,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":101,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":98,"\u5b98\u65b9\u6587\u6863":88,"\u5b9a\u4e49":55,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":97,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":55,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":97,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":86,"\u5b9a\u4e49\u4f4d\u7f6e":102,"\u5b9a\u4e49\u5728\u5916\u5c42":97,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":119,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":98,"\u5b9a\u4e49\u7c7b\u578b":102,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":98,"\u5b9a\u4e49\u8f93\u5165":102,"\u5b9a\u4e49\u8f93\u51fa":102,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":98,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":98,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":92,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":95,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":55,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":101,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":98,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":101,"\u5b9e\u73b0\u5728":102,"\u5b9e\u73b0\u5bf9":103,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":102,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":101,"\u5b9e\u73b0\u7684":86,"\u5b9e\u73b0\u7b80\u5355":57,"\u5b9e\u73b0\u7ec6\u8282":101,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":101,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":101,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":97,"\u5b9e\u73b0\u8be5\u5c42\u7684c":101,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":86,"\u5b9e\u9645\u4e0a\u53ea\u6709":130,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":85,"\u5ba2\u6237":95,"\u5bb6":95,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":114,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":123,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":85,"\u5bbf\u4e3b\u673a\u7684c":[123,124,125],"\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":108,"\u5bf9":95,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,92],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,92],"\u5bf9\u4e8e":98,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":110,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":110,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":57,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":95,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":99,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":95,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":95,"\u5bf9\u4e8e\u53cc\u5c42rnn":95,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":57,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":95,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":54,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":89,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":57,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":57,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":54,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":107,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":101,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":55,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":110,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":95,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":95,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":54,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":58,"\u5bf9\u4e8e\u6bcf\u79cdc":58,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":131,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":98,"\u5bf9\u4e8eamazon":131,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":108,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":101,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":87,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":100,"\u5bf9\u5e94":124,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":97,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":97,"\u5bf9\u5e94\u4e8e\u5b57\u5178":129,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":102,"\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":131,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":54,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":101,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":101,"\u5bf9\u6bd4":57,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":54,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":54,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":102,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":101,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":100,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":100,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":131,"\u5bf9\u8c61":87,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":58,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":97,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":75,"\u5bf9\u9762":95,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,92],"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":55,"\u5bfb\u627epython\u4e0ec":107,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":58,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":85,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":85,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":85,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":82,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":87,"\u5c01\u88c5\u4e86":108,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":101,"\u5c06":[2,75,87,108,131],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":98,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":110,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":123,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":123,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":119,"\u5c06\u5176\u8bbe\u7f6e\u6210":85,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":95,"\u5c06\u542b\u6709\u5b50\u53e5":97,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":95,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":119,"\u5c06\u5927\u91cf\u7684":57,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":87,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":98,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":107,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":107,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":110,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":129,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":75,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":101,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":87,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":100,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":114,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":114,"\u5c06\u7528\u4e8epython":102,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":114,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":129,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":114,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":131,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":111,"\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":95,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":100,"\u5c06\u900f\u660e":111,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":85,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":89,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":114,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":75,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":115,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":87,"\u5c06recurr":86,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":55,"\u5c1a\u53ef":95,"\u5c31":95,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":88,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":107,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":89,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u6309":99,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":85,"\u5c31\u662f":95,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":108,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":131,"\u5c31\u8fd9\u4e48\u7b80\u5355":89,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":108,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":57,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":89,"\u5c3a\u5bf8":130,"\u5c3d\u65e9\u62a5\u9519":102,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":101,"\u5c42\u6743\u91cd":130,"\u5c42\u6b21\u5316\u7684rnn":97,"\u5c42\u7279\u5f81":130,"\u5c42\u7684\u540d\u79f0\u4e0e":98,"\u5c42\u7684\u5927\u5c0f":101,"\u5c42\u7684\u7279\u5f81":130,"\u5c42\u7684\u7c7b\u578b":101,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":98,"\u5c45\u7136":95,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":131,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":107,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":86,"\u5c5e\u6027":102,"\u5de5\u4f5c\u6a21\u5f0f":119,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":111,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":110,"\u5de5\u5177\u5408\u5e76fat\u5e93":124,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":104,"\u5de5\u5177\u6765\u7ba1\u7406":100,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":104,"\u5de5\u5177\u94fe":123,"\u5de5\u5177\u94fe\u7684android":123,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":107,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":130,"\u5de6\u8fb9\u662f":130,"\u5dee\u8bc4":131,"\u5df2\u6253\u5f00":100,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":119,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":108,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":102,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":97,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":97,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":94,"\u5e38\u5e38\u51fa\u73b0":82,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":131,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[123,124],"\u5e38\u89c1\u7684\u5305\u62ec":107,"\u5e72\u51c0":95,"\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":129,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e0d\u4fdd\u8bc1":101,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":95,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":114,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":95,"\u5e76\u4e0d\u96be":99,"\u5e76\u4e14":[2,98],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":89,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":103,"\u5e76\u4e14\u4f1a\u5199\u597d":55,"\u5e76\u4e14\u4f1a\u6839\u636e":123,"\u5e76\u4e14\u4f7f\u7528":58,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":95,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":121,"\u5e76\u4e14\u5305\u62ecunit":100,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":130,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":55,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":85,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":114,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":57,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":131,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":130,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":92,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":124,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":54,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":99,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":82,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":102,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":100,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":57,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":102,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":55,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":100,"\u5e76\u4e14\u8fd0\u884c":99,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":101,"\u5e76\u4e14cpu":102,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":87,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":111,"\u5e76\u4f7f\u7528\u4e86dropout":131,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":110,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":100,"\u5e76\u521b\u5efaoptim":92,"\u5e76\u521d\u59cb\u5316":102,"\u5e76\u5220\u9664":75,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":75,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":91,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":110,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":101,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":98,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":54,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":101,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":86,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":102,"\u5e76\u5b89\u88c5\u4e86python":82,"\u5e76\u5b89\u88c5\u6700\u65b0":91,"\u5e76\u5b89\u88c5\u6709python2":93,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":110,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":82,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":101,"\u5e76\u5c06":75,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":98,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":86,"\u5e76\u5c06c":58,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":89,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":55,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":113,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":83,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":110,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":91,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":57,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":54,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":102,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":102,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":93,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":129,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":91,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[123,125],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":110,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":110,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u89c2\u5bdf\u7ed3\u679c":108,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":102,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":100,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":92,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":75,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":131,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":75,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":102,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":107,"\u5e8a\u4e0a\u7528\u54c1":95,"\u5e8a\u57ab":95,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":94,"\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":97,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":94,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":97,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":97,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":94,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":85,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":98,"\u5e94\u7528\u6a21\u578b":131,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":100,"\u5e94\u8be5":95,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":98,"\u5e94\u8be5\u8bf4\u8c22\u8c22":100,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":99,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":87,"\u5e95\u5c42\u8fdb\u7a0b":111,"\u5efa\u7acb\u4e00\u4e2a":100,"\u5efa\u8bae":[75,90,100],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":119,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":58,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":100,"\u5f00\u53d1\u5206\u652f":91,"\u5f00\u53d1\u8005\u4f7f\u7528":99,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":75,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":75,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":75,"\u5f00\u53d1\u955c\u50cf":100,"\u5f00\u542f":88,"\u5f00\u5934":[54,55],"\u5f00\u5934\u7684\u90e8\u5206":110,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":110,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f00\u59cb\u6807\u8bb0":98,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":110,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":131,"\u5f00\u59cb\u9636\u6bb5":108,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":118,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":54,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":98,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":97,"\u5f3a\u70c8\u63a8\u8350":95,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":98,"\u5f53":121,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":101,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":87,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":98,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":87,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":101,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":95,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":110,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":110,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":110,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":131,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":131,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":75,"\u5f53\u53ea\u505a\u63a8\u65ad":54,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":119,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":119,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":87,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":87,"\u5f53\u5f00\u542f":55,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":107,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":114,"\u5f53\u6253\u5f00":55,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":55,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":119,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":131,"\u5f53\u6a21\u5f0f\u4e3a":119,"\u5f53\u7136":[89,108],"\u5f53\u7136\u53ef\u4ee5":99,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":55,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":58,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":86,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":55,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":101,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":98,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":119,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":121,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":103,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f53n1":85,"\u5f62\u6210recurr":97,"\u5f62\u6210recurrent\u8fde\u63a5":97,"\u5f62\u72b6":130,"\u5f88":[95,131],"\u5f88\u591a":[95,99],"\u5f88\u5b89\u9759":95,"\u5f88\u5e72\u51c0":95,"\u5f88\u65b9\u4fbf":95,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":108,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":83,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":57,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":95,"\u5f97\u4f7f\u7528":57,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":131,"\u5f97\u5230\u8f93\u51fa\u503c":102,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":97,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":98,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":98,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":98,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":98,"\u5faa\u73af\u7f51\u7edc\u4ece":98,"\u5fc5\u8981":58,"\u5fc5\u9009":110,"\u5fc5\u987b":101,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5206\u522b\u4e0e":55,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":95,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":97,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":98,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[123,124],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":124,"\u5fc5\u987b\u914d\u7f6e\u4e3a":125,"\u5feb":95,"\u6027\u4ef7\u6bd4":95,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":107,"\u6027\u80fd\u5206\u6790":108,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":108,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":108,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":99,"\u6027\u80fd\u8c03\u4f18":118,"\u6027\u80fdtip":[123,124],"\u603b\u4f53\u6765\u8bf4":95,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":129,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":89,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":108,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":91,"\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":108,"\u60a8\u53ef\u4ee5\u5728":89,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":89,"\u60a8\u53ef\u4ee5\u5bfc\u5165":108,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":115,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":108,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":110,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":98,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":108,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":108,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":108,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":108,"\u60c5\u611f\u5206\u6790":75,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":104,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":98,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":119,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":119,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":119,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":119,"\u611f\u89c9":95,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":114,"\u6210\u5458":102,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":110,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":101,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":108,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":58,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":55,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":92,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":101,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":113,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":114,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":131,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":55,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":55,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":110,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":54,"\u6211\u4eec\u4f1a\u628amkl":55,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[54,55],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":101,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":101,"\u6211\u4eec\u4f7f\u7528":101,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":92,"\u6211\u4eec\u4f7f\u7528\u4e86":95,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":57,"\u6211\u4eec\u4f7f\u7528paddl":110,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":130,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":121,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":103,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":55,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":92,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":113,"\u6211\u4eec\u53ea\u9700\u8981":99,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":95,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":131,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":100,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":99,"\u6211\u4eec\u53ef\u4ee5":99,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":107,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":92,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":98,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":54,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":92,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":103,"\u6211\u4eec\u53ef\u4ee5\u5728":100,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":107,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":92,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":92,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":94,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":107,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":97,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":107,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":114,"\u6211\u4eec\u5728":103,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":98,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":131,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":98,"\u6211\u4eec\u5c06":114,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":95,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":113,"\u6211\u4eec\u5c06\u4ee5":131,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":131,"\u6211\u4eec\u5c06\u4f7f\u7528":98,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":98,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":95,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":131,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":118,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":131,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":131,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":131,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":100,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":98,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":101,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":101,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":86,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":131,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":55,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":123,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[89,110],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":88,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":88,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":130,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":89,"\u6211\u4eec\u63d0\u4f9b\u4e86c":130,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":89,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":95,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":57,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":98,"\u6211\u4eec\u7684":99,"\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":129,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":100,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":95,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":95,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":100,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":94,"\u6211\u4eec\u8ba1\u5212\u5c06":54,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":55,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":103,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":113,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":98,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":95,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":102,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":95,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":54,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":114,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":131,"\u6211\u4eec\u9700\u8981":99,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":103,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":113,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":110,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":103,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":101,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":129,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":92,"\u6211\u5220\u9664\u4e86":100,"\u6211\u53ef\u4ee5\u7528":99,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":99,"\u6216":[2,108,124],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u6216\u4e00\u4e2a\u5411\u91cf":97,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u6216\u6700\u5927\u503c":94,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":94,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":94,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":110,"\u6216\u8005":[55,57,58,85,94,95,99,100,102,107,108],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[94,97],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":108,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":89,"\u6216\u8005\u53cd\u5411\u5730\u4ece":98,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":110,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":119,"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":34,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":118,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":95,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":108,"\u6216\u8005\u66f4\u65e9":87,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":95,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":130,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":85,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[123,125],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":85,"\u6216\u8005\u8fd0\u884c":82,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":121,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216activ":55,"\u6216gpu":119,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":85,"\u623f":95,"\u623f\u95f4":95,"\u6240\u4ee5":[2,55,85,89,107],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":55,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":86,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":85,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":113,"\u6240\u4ee5\u5728":55,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":95,"\u6240\u4ee5\u5bf9":95,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":110,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":108,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":114,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":55,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":91,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":95,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":91,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u6574\u4f53\u4e0a":55,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":55,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":86,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":101,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":55,"\u6240\u4f7f\u7528":124,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":123,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":95,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":58,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":100,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":119,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":111,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":55,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":123,"\u6240\u6709\u7684":[54,100,101],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":101,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":58,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":95,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":101,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":101,"\u6240\u6709\u76f8\u5173\u7684":54,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":58,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":101,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":98,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":131,"\u6240\u6709mkl":55,"\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":130,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":123,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":125,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":57,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":91,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":95,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":108,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":55,"\u6253\u5f00":108,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":104,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":58,"\u6267\u884c":[93,111],"\u6267\u884c\u4e0a\u8ff0":123,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":88,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":115,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":91,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":110,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":93,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":102,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":88,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":89,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[123,124,125],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":110,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":98,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":110,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[123,124,125],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":108,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":130,"\u627e\u5230":[88,98,110],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":83,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":108,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":108,"\u628a":[35,101],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":103,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":99,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":113,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":99,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":98,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":98,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":129,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":129,"\u62c6\u89e3":97,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":95,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":115,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":115,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":114,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":115,"\u62fc\u63a5":85,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":131,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":89,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":110,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":107,"\u6307\u5411\u4e00\u4e2alayer":97,"\u6307\u5b9a":[85,86,97,98],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":119,"\u6307\u5b9a\u4f7f\u75282":85,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":131,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":102,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":119,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":107,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":102,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":89,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":130,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":130,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":88,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":130,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":130,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":102,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":131,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":104,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":131,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":97,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":85,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":131,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":89,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":119,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":95,"\u6307\u5f00\u542fhttp\u670d\u52a1":107,"\u6307\u6d88\u9664\u74f6\u9888":107,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":119,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":119,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":119,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":119,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":119,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":119,"\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":119,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":119,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":114,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":99,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":86,"\u6309\u94ae":100,"\u633a":95,"\u633a\u597d":95,"\u6355\u83b7":131,"\u6362":95,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":94,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":92,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":92,"\u63a5\u4e0b\u6765":[102,131],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":108,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":108,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":100,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":100,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":131,"\u63a5\u4e0b\u6765\u7b49\u5f85":100,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":102,"\u63a5\u53e3":[57,58,102,103],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":103,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":58,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":130,"\u63a5\u53e3\u662f":35,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":103,"\u63a5\u53e3\u6709\u4e00\u4e2a":85,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":131,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":130,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":130,"\u63a5\u53e3\u7684":85,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236":119,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":55,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":55,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":101,"\u63a8\u8350":95,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":88,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":88,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":100,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":99,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":131,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":102,"\u63cf\u8ff0\u95ee\u9898":100,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":104,"\u63d0\u4ea4pull":100,"\u63d0\u4f9b":111,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":114,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":111,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":107,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":111,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":111,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":94,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":111,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":129,"\u63d0\u793a":82,"\u641c\u7d22\u4ee3\u7801\u5e93":104,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":92,"\u64cd\u4f5c":95,"\u64cd\u4f5c\u7cfb\u7edf":[91,99],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":125,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[96,97],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":110,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":123,"\u652f\u6301\u7684\u6700\u5c0fandroid":123,"\u652f\u6301\u7f16\u8bd1\u5668":123,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":114,"\u653e\u5fc3":95,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u6548\u679c\u5982\u4e0b":107,"\u6548\u679c\u603b\u7ed3":131,"\u6559\u7a0b":89,"\u6570":97,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":97,"\u6570\u636e":44,"\u6570\u636e\u4e2d0":87,"\u6570\u636e\u5206\u7247":110,"\u6570\u636e\u5217\u8868":130,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":129,"\u6570\u636e\u63d0\u4f9b\u5668":118,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":57,"\u6570\u636e\u8f93\u5165":97,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":131,"\u6570\u76ee":121,"\u6574\u4f53":95,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":95,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":114,"\u6574\u6570":101,"\u6574\u6570\u6807\u7b7e":[2,92],"\u6574\u6d01":95,"\u6587\u4ef6":[57,99,100,102,113],"\u6587\u4ef6\u4e2d":[102,114,130],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":130,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":130,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":102,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":102,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":102,"\u6587\u4ef6\u4e2d\u7684":130,"\u6587\u4ef6\u4e3a":85,"\u6587\u4ef6\u4e4b\u5916":100,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":130,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":57,"\u6587\u4ef6\u540d":107,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":110,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u547d\u540d\u4ee5":102,"\u6587\u4ef6\u59390":114,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":104,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u6587\u4ef6\u7684\u6539\u53d8":100,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":131,"\u6587\u4ef6model":121,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":89,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":131,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":131,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":131,"\u6587\u6863":82,"\u6587\u68631":103,"\u6587\u68632":103,"\u6587\u6863\u8f83\u5c11":103,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":104,"\u6587\u7ae0":114,"\u65b0":95,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":101,"\u65b0\u624b\u5165\u95e8":122,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":75,"\u65b0\u7248\u672c":55,"\u65b9\u4fbf":95,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":90,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":75,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":54,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":55,"\u65b9\u5f0f1":85,"\u65b9\u5f0f2":85,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":55,"\u65b9\u6cd5\u4e00":121,"\u65b9\u6cd5\u4e09":121,"\u65b9\u6cd5\u4e8c":121,"\u65c1\u8fb9":95,"\u65e0":95,"\u65e0\u5ef6\u8fdf":119,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":57,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":55,"\u65e0\u9ed8\u8ba4\u503c":[123,125],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":83,"\u65e9\u9910":95,"\u65f6":[34,54,55,85,87,94,98,101,114,119,123],"\u65f6\u4e00\u8d77\u66f4\u65b0":55,"\u65f6\u5019":95,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":131,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":124,"\u65f6\u88ab\u8bad\u7ec3\u7684":101,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":121,"\u65f6\u95f4":95,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":95,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":87,"\u6620\u5c04\u4e3a":99,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":101,"\u662f":[44,55,82,91,95],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":101,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":108,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":108,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":94,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":57,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":108,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":121,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":58,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":101,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":107,"\u662f\u4e00\u4e2aunbound":97,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,92],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":97,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":113,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":57,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":87,"\u662f\u504f\u5dee":98,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":58,"\u662f\u5411\u91cf":101,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":88,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":97,"\u662f\u5426\u4f7f\u7528":124,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":88,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":119,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":101,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":123,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[123,124],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":88,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[123,125],"\u662f\u5426\u4f7f\u80fd":124,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":88,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":102,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":110,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":119,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":88,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":119,"\u662f\u5426\u6253\u5f00":54,"\u662f\u5426\u652f\u6301gpu":88,"\u662f\u5426\u663e\u793a":119,"\u662f\u5426\u7a00\u758f":101,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":88,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":88,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":88,"\u662f\u5426\u7f16\u8bd1c":124,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":88,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":88,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":88,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":119,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":99,"\u662f\u56e0\u4e3ac99\u652f\u6301":57,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":98,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":101,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":101,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":107,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":89,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":94,"\u662f\u6211\u4eec":100,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":107,"\u662f\u6307":58,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":95,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":95,"\u662f\u6570\u636e\u8f93\u5165":98,"\u662f\u6709\u610f\u4e49\u7684":95,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":98,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":99,"\u662f\u7528\u6237\u4f7f\u7528c":58,"\u662f\u7684":99,"\u662f\u77e9\u9635":101,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":101,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":101,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":101,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":101,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":101,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":101,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":101,"\u662f\u8f93\u5165":98,"\u662f\u8fd9\u4e00\u7c7b\u7684":86,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":130,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":108,"\u662fc":58,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":97,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":108,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":97,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":131,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":101,"\u662frnn\u72b6\u6001":98,"\u663e":131,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":54,"\u663e\u7136":107,"\u665a":95,"\u6682\u4e0d\u8003\u8651\u5728\u5185":85,"\u6682\u65e0":91,"\u6682\u65f6\u4e0d\u652f\u6301python3":91,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":58,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":99,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":82,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":103,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":97,"\u66f4\u5feb":98,"\u66f4\u65b0":82,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":99,"\u66f4\u65b0\u6a21\u5f0f":85,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":104,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":85,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":87,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":131,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":93,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":131,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":131,"\u66f4\u8fdb\u4e00\u6b65":97,"\u66f4\u9ad8":98,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":97,"\u6700":95,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":114,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,89,100,101,110,131],"\u6700\u540e\u4e00\u4e2a":94,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":92,"\u6700\u540e\u518d\u8c03\u7528mutabl":103,"\u6700\u540e\u5220\u9664":75,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":101,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":124,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":119,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":57,"\u6700\u65b0\u7684\u4ee3\u7801":100,"\u6700\u65b0\u7684paddlepaddl":[82,89],"\u6700\u7ec8":101,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":97,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":92,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":97,"\u6708\u6e56":95,"\u6709":95,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[123,124,125],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":101,"\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":101,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":85,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":99,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[123,124],"\u6709\u5173":95,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":123,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":92,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":111,"\u6709\u591a\u96be":99,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[54,55],"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":99,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":99,"\u6709\u6807\u51c6\u7684":57,"\u6709\u7684\u65f6\u5019":57,"\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":108,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":82,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":107,"\u670d\u52a1":95,"\u670d\u52a1\u5458":95,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":110,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":87,"\u672a\u77e5\u8bcd":129,"\u672a\u8bbe\u7f6e":124,"\u672c\u4f8b\u4e2d\u4e3a0":129,"\u672c\u4f8b\u4e2d\u4e3a32":129,"\u672c\u4f8b\u4e2d\u4e3a4":129,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":95,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":131,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":131,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":131,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":131,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":75,"\u672c\u5730":[82,91],"\u672c\u5730\u6d4b\u8bd5":118,"\u672c\u5730\u8bad\u7ec3":118,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":84,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":121,"\u672c\u5b9e\u4f8b\u4e2d":129,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":131,"\u672c\u5c42\u5c3a\u5bf8":130,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":130,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":130,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":102,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":98,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":130,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":95,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":99,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":95,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":95,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":114,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":110,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":129,"\u672c\u6587\u6863\u5c06\u4ee5linux":123,"\u672c\u6587\u6863\u63cf\u8ff0paddl":58,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":124,"\u672c\u6765":95,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":114,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":114,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":114,"\u672c\u6b21\u8bd5\u9a8c":131,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":95,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":95,"\u673a\u5668\u4e0a\u4ee5\u53ca":125,"\u673a\u5668\u7684\u8bbe\u5907":121,"\u673a\u5668\u7ffb\u8bd1":75,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":119,"\u6765":95,"\u6765\u4ee3\u66ff":100,"\u6765\u4f7f\u7528dropout":86,"\u6765\u4f7f\u7528dropout\u7684":86,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":101,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":54,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":108,"\u6765\u521d\u59cb\u5316\u53c2\u6570":87,"\u6765\u542f\u52a8\u548c":99,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":92,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u6765\u5b9e\u73b0":55,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":95,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":131,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[123,124],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":101,"\u6765\u6267\u884c":99,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":130,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":103,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":102,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":92,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u6765\u6ce8\u518c\u8be5\u5c42":101,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":121,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":99,"\u6765\u786e\u4fdd\u628a":57,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":99,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":101,"\u6765\u8868\u793a":98,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":57,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":85,"\u6765\u8ba1\u7b97\u68af\u5ea6":101,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":95,"\u6765\u8bbe\u7f6e":87,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":100,"\u6765\u8c03\u7528":99,"\u6765\u8fd0\u884c\u5305\u62ec":99,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":99,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":108,"\u6765\u8fd0\u884c\u955c\u50cf":89,"\u6765\u8fdb\u884c\u8ba8\u8bba":58,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":85,"\u676f\u5b50":95,"\u6784\u5efa":123,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":123,"\u6784\u5efa\u76ee\u6807\u4e3a":124,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":94,"\u6784\u9020":114,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":102,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":102,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":124,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":124,"\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":95,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":118,"\u67e5\u770b":[100,131],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":100,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":100,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":100,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":83,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":113,"\u6807\u51c6":91,"\u6807\u51c6\u5dee\u4e3a":87,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":75,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":107,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":107,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":119,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":107,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":107,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":107,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":99,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":123,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":121,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":114,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":129,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":119,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":103,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":118,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":119,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":119,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":113,"\u6839\u636eport":110,"\u683c\u5f0f":119,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":55,"\u683c\u5f0f\u5982\u4e0b":131,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":102,"\u683c\u5f0f\u8bf4\u660e":129,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":124,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":124,"\u68af\u5ea6\u4f1a\u5c31\u5730":101,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":110,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":119,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":101,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":119,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":101,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":101,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":102,"\u68d2":131,"\u697c\u5c42":95,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":103,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":85,"\u6a21\u578b\u5171\u5305\u542b1":129,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":131,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":111,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":98,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":98,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":98,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":129,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":98,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":131,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":92,"\u6a21\u578b\u8def\u5f84":130,"\u6a21\u578b\u914d\u7f6e":[0,84],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":57,"\u6a21\u578b\u91c7\u7528":129,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":107,"\u6a2a\u5411\u62fc\u63a5":85,"\u6b21":95,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":54,"\u6b22\u8fce\u901a\u8fc7":100,"\u6b63\u6837\u672c":131,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":82,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":118,"\u6b64\u547d\u4ee4\u5c06\u5728":123,"\u6b64\u5904":129,"\u6b64\u5904\u90fd\u4e3a2":95,"\u6b64\u5916":[86,99,100,123],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":107,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":108,"\u6b64\u65f6\u53ea\u9700\u8981":99,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":85,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":87,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":55,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":83,"\u6b65\u9aa4":85,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":97,"\u6bcf\u4e00\u4e2a":75,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":131,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":95,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":95,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":111,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":85,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":107,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":95,"\u6bcf\u4e2a":55,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u6bcf\u4e2a\u5355\u5c42rnn":97,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":110,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":95,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":98,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":98,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":95,"\u6bcf\u4e2a\u5c42\u5728\u5176":101,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":131,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":119,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":97,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":95,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":101,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":95,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":95,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":55,"\u6bcf\u4e2a\u72b6\u6001":97,"\u6bcf\u4e2a\u7ebf\u7a0b":119,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":119,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":119,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":101,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":101,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":110,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":100,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":55,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":131,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":131,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":114,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":110,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":110,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":110,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":110,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":119,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":121,"\u6bcf\u6279\u6b21":119,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":100,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":100,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":131,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":54,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":107,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":129,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":130,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":129,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":101,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":119,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":119,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":119,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":119,"\u6bcf\u969410\u5206\u949f":34,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":131,"\u6bcfdot":119,"\u6bcflog":119,"\u6bcfsave":119,"\u6bcftest":119,"\u6bd4\u5982":[35,55,83,85,89,99,100,131],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":95,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":55,"\u6bd4\u5982\u5728":89,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":100,"\u6bd4\u5982\u5c06":75,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":124,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[123,125],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982\u8282\u70b9\u7684id":110,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":87,"\u6bd4\u5982cento":91,"\u6bd4\u5982fpe":83,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":100,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6bd4\u5982pil\u5e93\u7b49":110,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":107,"\u6c34\u6e29":95,"\u6c49\u5ead":95,"\u6ca1":95,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":129,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":54,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[82,91],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[123,125],"\u6ce8":[34,89],"\u6ce8\u518c":102,"\u6ce8\u518ccpu":102,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[54,55],"\u6ce8\u518cop":102,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":102,"\u6ce8\u610f":[2,55,88,92,98,101,104,107,110,114,123,124,125],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":114,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":121,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":114,"\u6ce8\u91ca":102,"\u6cf3\u6c60":95,"\u6d41":95,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":100,"\u6d44":95,"\u6d4b\u8bd5":100,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":55,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":119,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":100,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":55,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":121,"\u6d4b\u8bd5docker\u955c\u50cf":75,"\u6d4b\u8bd5model_list":118,"\u6d4b\u8bd5oper":102,"\u6d4b\u8bd5save_dir":118,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":85,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":129,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":101,"\u6df1\u5165paddlepaddl":55,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":107,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":107,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":98,"\u6dfb\u52a0":54,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":102,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":114,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[54,55],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":102,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":102,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":102,"\u6e05\u7406":99,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":82,"\u6e29\u99a8":95,"\u6e90\u4ee3\u7801":131,"\u6e90\u4ee3\u7801\u683c\u5f0f":100,"\u6e90\u5e8f\u5217":98,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":99,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":129,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":129,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":129,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":130,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":130,"\u6fc0\u6d3b":101,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":55,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":131,"\u6fc0\u6d3b\u65b9\u7a0b":101,"\u6fc0\u6d3b\u7684\u7c7b\u578b":101,"\u70b9\u51fb":91,"\u70b9\u51fb\u8fd9\u91cc":104,"\u70ed\u60c5":95,"\u7136\u540e":[108,111,129],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":110,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":97,"\u7136\u540e\u4f7f\u7528":124,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":103,"\u7136\u540e\u5355\u51fb":100,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":115,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":114,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":130,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":95,"\u7136\u540e\u5728\u524d\u5411":54,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":89,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":87,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":82,"\u7136\u540e\u5b9a\u4e49":98,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":114,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":86,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u6240\u6709\u7528":100,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7136\u540e\u6253\u5370\u8f93\u51fa":92,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":130,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":100,"\u7136\u540e\u70b9\u51fb":100,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":114,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":101,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":114,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":114,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":82,"\u7136\u800c":[98,119],"\u7248\u672c":[88,91,99,124],"\u7248\u672c\u5206\u652f":75,"\u7248\u672c\u53f7":75,"\u7248\u672c\u53f7rc":75,"\u7248\u672c\u5728":100,"\u7248\u672c\u8bf4\u660e":91,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":75,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":85,"\u7279\u5f81\u56fe\u5747\u503c":130,"\u7279\u5f81\u56fe\u65b9\u5dee":130,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":130,"\u7279\u6709\u7684\u8bbe\u5907id":55,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":90,"\u72ec\u7acb\u5de5\u5177\u94fe":123,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":123,"\u73af\u5883\u53d8\u91cf":110,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":85,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":54,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":57,"\u7406\u89e3":99,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":108,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u4ea7\u955c\u50cf":100,"\u751f\u6210":114,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":57,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":104,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":98,"\u751f\u6210\u6587\u6863":57,"\u751f\u6210\u7684":35,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":107,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":114,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":85,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":101,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":100,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":107,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":102,"\u751f\u6210api\u6587\u6863":57,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":107,"\u7528":44,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":131,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":101,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":121,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":86,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":119,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":129,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":102,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":110,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":119,"\u7528\u4e8e\u7ba1\u7406mkl":55,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":86,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":98,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":110,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":54,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":55,"\u7528\u4e8emkl":[54,55],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":98,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":95,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":107,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u4eceapp":124,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":97,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":104,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":123,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":104,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":129,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":58,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":131,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":58,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":119,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":121,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":123,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":88,"\u7528\u6237\u53ef\u5c06":123,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":124,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":123,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":123,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":123,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":86,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":82,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":87,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":114,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":82,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":129,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[123,124,125],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[86,87],"\u7528\u6237\u901a\u8fc7c":58,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":121,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[123,125],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":82,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":123,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":99,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":101,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":107,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":114,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":90,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":107,"\u7531":[86,97],"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":54,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":95,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":95,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":101,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":130,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":123,"\u7531\u4e8ec":57,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8eeigen":103,"\u7531\u4e8emkl":55,"\u7531\u4e8epypi":75,"\u7531\u4e8estep":97,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":103,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":55,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":94,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7535\u8111":95,"\u767b\u5f55\u5230head\u8282\u70b9":115,"\u7684":[91,95,99,100,103,111,114,124,131],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u5b50\u96c6":55,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":97,"\u7684\u4e3a0":119,"\u7684\u4efb\u4e00\u4e00\u79cd":85,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":103,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":94,"\u7684\u4fe1\u606f":55,"\u7684\u503c":[123,124,125],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":123,"\u7684\u504f\u7f6e\u5411\u91cf":101,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":102,"\u7684\u5185\u5b58":85,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":114,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":108,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":130,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":102,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":55,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":119,"\u7684\u53d8\u6362\u77e9\u9635":101,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":98,"\u7684\u5411\u91cf":101,"\u7684\u542f\u52a8\u53c2\u6570":114,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":114,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":107,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":57,"\u7684\u5730\u65b9":100,"\u7684\u5747\u5300\u5206\u5e03":87,"\u7684\u57fa\u672c\u903b\u8f91":55,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":110,"\u7684\u5934\u6587\u4ef6":57,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":55,"\u7684\u5b9e\u73b0":102,"\u7684\u5e73\u5747\u503c":94,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":95,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":100,"\u7684\u5f00\u53d1\u6d41\u7a0b":99,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":102,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":107,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":107,"\u7684\u6027\u80fd\u6709\u95ee\u9898":107,"\u7684\u60c5\u51b5\u4e0b":54,"\u7684\u63a5\u53e3\u6837\u5f0f":57,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":100,"\u7684\u64cd\u4f5c":103,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":131,"\u7684\u6570\u76ee\u4e00\u81f4":94,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":100,"\u7684\u65b9\u7a0b":101,"\u7684\u65f6\u5019":55,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":85,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":95,"\u7684\u6700\u5c0f\u503c":119,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":100,"\u7684\u6784\u9020\u51fd\u6570":102,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":98,"\u7684\u6837\u5f0f":100,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":97,"\u7684\u6839\u76ee\u5f55":124,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":55,"\u7684\u683c\u5f0f\u5b58\u50a8":55,"\u7684\u6982\u5ff5":55,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":97,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":113,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":100,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":57,"\u7684\u7248\u672c":[99,125],"\u7684\u7248\u672c\u53f7":129,"\u7684\u7279\u5f81":130,"\u7684\u72b6\u6001":97,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":123,"\u7684\u77e9\u9635":[85,101],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":101,"\u7684\u7b2ci\u4e2a\u503c":101,"\u7684\u7b2cj\u4e2a\u503c":101,"\u7684\u7cfb\u7edf":99,"\u7684\u7ed3\u679c":54,"\u7684\u7ef4\u5ea6":129,"\u7684\u7f16\u5199":110,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":123,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":54,"\u7684\u89c4\u8303":57,"\u7684\u89d2\u5ea6":35,"\u7684\u8ba1\u7b97\u4ee3\u7801":103,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":102,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":131,"\u7684\u8bdd":85,"\u7684\u8be6\u7ec6\u4fe1\u606f":107,"\u7684\u8f93\u5165":97,"\u7684\u8f93\u51fa":108,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":108,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":98,"\u7684\u8f93\u51fa\u683c\u5f0f":95,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":98,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":85,"\u7684\u8fd0\u884c\u73af\u5883":99,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":100,"\u7684\u914d\u7f6e":129,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":99,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":100,"\u7684cpu":102,"\u7684flag":[54,55],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":110,"\u7684paddlepaddle\u5e93":123,"\u7684vanilla":54,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":110,"\u76ee\u524d":97,"\u76ee\u524d\u4f7f\u7528":100,"\u76ee\u524d\u53ea\u8003\u8651":55,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":55,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":55,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":57,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":125,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u652f\u6301":123,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":94,"\u76ee\u524d\u652f\u6301cento":93,"\u76ee\u524d\u652f\u6301fail":119,"\u76ee\u524d\u7684\u4f18\u5316":55,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":119,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":97,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":57,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":104,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":54,"\u76ee\u5f55":[89,99,111,113,114,123,124,125],"\u76ee\u5f55\u4e0b":[58,101,111,131],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":55,"\u76ee\u5f55\u4e0b\u627e\u5230":131,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":102,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":124,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":123,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":82,"\u76ee\u5f55\u4e2d":111,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[123,125],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":124,"\u76ee\u5f55\u4e2d\u7684":108,"\u76ee\u5f55\u4e2dpaddl":114,"\u76ee\u5f55\u548c":[123,124,125],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":114,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":123,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":125,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":131,"\u76ee\u6807\u5411\u91cf":98,"\u76ee\u6807\u5de5\u5177\u94fe":123,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[123,125],"\u76ee\u6807\u67b6\u6784":124,"\u76ee\u6807\u67b6\u6784abi":123,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":87,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":90,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":57,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":58,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":57,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":102,"\u76f4\u63a5\u8fd0\u884c":89,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":131,"\u76f8\u5173\u5c42":54,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":87,"\u76f8\u5bf9":95,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":131,"\u76f8\u5f53":95,"\u76f8\u6bd4":102,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":83,"\u77a7":93,"\u77e9\u9635":118,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":102,"\u77e9\u9635\u5927\u5c0f\u662f":54,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":100,"\u78c1\u76d8\u4e0d\u591f":99,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":83,"\u793a":131,"\u793a\u4f8b":[85,87,130],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":95,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":95,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":95,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":85,"\u793a\u4f8b\u5982\u4e0b":87,"\u793a\u4f8b\u7a0b\u5e8f":110,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":57,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":57,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":92,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":92,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":85,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":103,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":95,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":85,"\u79bb":95,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u79f0\u4e3a":[98,100],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":123,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":94,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":119,"\u79f0\u4f5c\u6709kernel":102,"\u79f0\u4f5ckernel":102,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":101,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":114,"\u7a00\u758f\u768401\u5411\u91cf":[2,92],"\u7a00\u758f\u7684\u5411\u91cf":[2,92],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":121,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":114,"\u7a0b\u5e8f\u4f9d\u8d56":110,"\u7a0b\u5e8f\u505c\u6b62":119,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":107,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":119,"\u7a20\u5bc6\u5411\u91cf":101,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":114,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,92],"\u7a97\u6237":95,"\u7acb\u523b\u9000\u51fa":85,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":88,"\u7ae0\u8282":123,"\u7aef\u53e3":83,"\u7aef\u7684":107,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":85,"\u7b2c":95,"\u7b2c\u4e00\u4e2a":100,"\u7b2c\u4e00\u4e2a\u53c2\u6570":102,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":95,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":75,"\u7b2c\u4e00\u5929":95,"\u7b2c\u4e00\u7ae0\u8282":92,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":130,"\u7b2c\u4e00\u884c\u662f":129,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":102,"\u7b2c\u4e09\u6b65":130,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":75,"\u7b2c\u4e8c\u4e2a":85,"\u7b2c\u4e8c\u4e2a\u4e3a":75,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":102,"\u7b2c\u4e8c\u6b65":[129,130],"\u7b2c\u4e8c\u7c7b":86,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":130,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":101,"\u7b49":[55,58,83,102],"\u7b49\u4e8e\u6837\u672c\u6570":85,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":58,"\u7b49\u53c2\u6570":114,"\u7b49\u6587\u4ef6":58,"\u7b49\u7b49":131,"\u7b80\u5199":102,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":102,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":102,"\u7b80\u5355\u6765\u8bf4":108,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":87,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":108,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":113,"\u7b80\u76f4":95,"\u7b97\u6cd5":[85,98],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":98,"\u7c7b\u4f3c":[58,94],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":101,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":118,"\u7c7b\u522bid":131,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":131,"\u7c7b\u540d\u548cc":57,"\u7c7b\u578b":[57,102,119],"\u7c7b\u578b\u4e3a":102,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":103,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":94,"\u7c7b\u578b\u540d\u4e3a":102,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":85,"\u7c7b\u578b\u662fsparse_binary_vector":[2,92],"\u7c7b\u578b\u662fsparse_float_vector":[2,92],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":95,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":102,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":102,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":101,"\u7c7b\u91cd\u5199":102,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":101,"\u7cfb\u6570":102,"\u7cfb\u7edf\u4e2d\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":107,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":102,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":110,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":102,"\u7ea2\u697c\u68a6":129,"\u7ebf\u7a0bid\u53f7":121,"\u7ec6\u8282\u63cf\u8ff0":120,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":85,"\u7ed3\u5c3e":102,"\u7ed3\u675f\u6807\u8bb0":98,"\u7ed3\u6784\u5982\u4e0b\u56fe":129,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":107,"\u7ed3\u679c\u8f93\u51fa\u5230":99,"\u7ed3\u8bba":57,"\u7ed9":95,"\u7ed9\u4e2a\u7b80\u5355\u7684":100,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":97,"\u7edf\u4e00\u7528":35,"\u7ee7\u627f\u81ea":102,"\u7ee7\u627f\u81eaoperatorbas":102,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":95,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":95,"\u7ef4\u5ea6\u4e3aword_dim":131,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":131,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":131,"\u7ef4\u7a7a\u95f4":98,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":98,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":85,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":89,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":89,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":114,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":114,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":107,"\u7f16\u5199\u7684\u90e8\u5206":91,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":110,"\u7f16\u53f7\u4ece0\u5f00\u59cb":85,"\u7f16\u7801\u5411\u91cf":98,"\u7f16\u7801\u5668\u8f93\u51fa":98,"\u7f16\u7801\u6e90\u5e8f\u5217":98,"\u7f16\u8bd1":[89,99,100,123],"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":104,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":125,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[123,124],"\u7f16\u8bd1\u5668":[123,124,125],"\u7f16\u8bd1\u5668\u6ca1\u6709":57,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":123,"\u7f16\u8bd1\u578b\u8bed\u8a00":57,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":84,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":123,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":104,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":88,"\u7f16\u8bd1\u5de5\u5177\u94fe":123,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":125,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":107,"\u7f16\u8bd1\u6210\u529f\u540e":102,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":119,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":107,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":55,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":107,"\u7f16\u8bd1\u65f6\u6307\u5b9a":107,"\u7f16\u8bd1\u751f\u6210":104,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":75,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":75,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":75,"\u7f16\u8bd1c":58,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":75,"\u7f16\u8bd1paddlepaddl":88,"\u7f16\u8bd1ubuntu\u7684deb\u5305":75,"\u7f29\u653e\u53c2\u6570":130,"\u7f51\u7edc\u540d\u79f0":131,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":101,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":101,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":101,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":101,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":119,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":101,"\u7f51\u7edc\u6a21\u5757":130,"\u7f51\u7edc\u901a\u4fe1":101,"\u7f51\u7edc\u914d\u7f6e":131,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":130,"\u800c":[86,98,107],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":103,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":58,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":57,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":86,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":82,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":95,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":58,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":110,"\u800c\u4e14\u5305\u542b\u4e86c":91,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u4e14cento":91,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":119,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":108,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":108,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":121,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":95,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":102,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":86,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":130,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":103,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":57,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":57,"\u800c\u5b89\u88c5\u5305":[82,91],"\u800c\u5b89\u88c5\u5305\u662f":[82,91],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":95,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":95,"\u800c\u5bf9\u4e8egolang":57,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":57,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":95,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":108,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":85,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":58,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":108,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":118,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":98,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":92,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":121,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":103,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":95,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":95,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":100,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":88,"\u800ceigenvector":103,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":97,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":57,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":92,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":92,"\u8054\u901a":110,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":97,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":97,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":131,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":97,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":86,"\u80fd\u83b7\u53d6":111,"\u811a\u672c":[99,123],"\u811a\u672c\u5f00\u59cb\u65f6":114,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":100,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":111,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":97,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":123,"\u81ea\u52a8\u751f\u6210":104,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":98,"\u81ea\u52a8\u9009\u62e9":124,"\u81ea\u5e95\u5411\u4e0a\u6cd5":131,"\u81ea\u6b64":[123,124],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":99,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":121,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":58,"\u81f3\u5c11\u5305\u542bgcc_3":91,"\u81f3\u5c11\u5305\u542bglibcxx_3":91,"\u81f3\u6b64":[2,95,100],"\u8212\u9002":95,"\u826f\u597d\u7684\u6587\u6863":57,"\u8282\u70b9":[110,115],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":55,"\u82e5":101,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":87,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":124,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[123,125],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":94,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":108,"\u82e5\u6709\u5fc5\u8981":101,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":124,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":123,"\u82e5\u73af\u5883\u53d8\u91cf":[123,124,125],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":86,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":94,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":94,"\u82f1\u6587\u6587\u6863":104,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":104,"\u8303\u56f4":121,"\u83b7\u53d6":100,"\u83b7\u53d6\u5229\u7528":131,"\u83b7\u53d6\u53ef\u9009\u7684tag":89,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":91,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":82,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u83b7\u53d6\u6e90\u7801":99,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":131,"\u83b7\u53d6trainer":114,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":101,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":89,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":111,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":115,"\u865a\u62df\u673a\u4e0a":99,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":58,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":110,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":118,"\u884c":129,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":130,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":107,"\u8865\u5145\u4e0a\u6b21\u7684commit":100,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":101,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":101,"\u8868\u793a":102,"\u8868\u793a\u4e3adeviceid":121,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":55,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":95,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":111,"\u8868\u793a\u6570\u636e\u7c7b\u578b":102,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":131,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":102,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":114,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":131,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":131,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":114,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":125,"\u88ab":100,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":110,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u88ab\u653e\u5728":101,"\u88ab\u79f0\u4e3a":98,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":108,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":94,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":97,"\u8981\u8c03\u7528":101,"\u89e3\u51b3\u529e\u6cd5\u662f":82,"\u89e3\u51b3\u65b9\u6848\u662f":87,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":114,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":98,"\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":98,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u89e3\u91ca":131,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":57,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":57,"\u8ba1\u5212\u5728":[54,55],"\u8ba1\u7b97":[98,110],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":98,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":101,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":86,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":98,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":101,"\u8ba1\u7b97\u8282\u70b9":110,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":110,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":101,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":101,"\u8ba1\u7b97\u8f93\u51fa":101,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":110,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":103,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":131,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":58,"\u8bad\u7ec3":118,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":75,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":111,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":108,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":85,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":110,"\u8bad\u7ec3\u65f6":114,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":131,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":98,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":75,"\u8bad\u7ec3\u7a0b\u5e8f":110,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":114,"\u8bad\u7ec3\u811a\u672c":131,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":131,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":114,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":85,"\u8bad\u7ec3\u8f6e\u6b21":131,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":85,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":118,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":119,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":119,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":119,"\u8bad\u7ec3dot_period":118,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":75,"\u8bb0\u5fc6\u6a21\u5757":98,"\u8bba\u6587":130,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":111,"\u8bbe\u4e3a\u672c\u5730":111,"\u8bbe\u5b9a":86,"\u8bbe\u7f6e":[58,85,86,88,123,124],"\u8bbe\u7f6e\u4e3a":101,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":86,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":119,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":119,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":86,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":87,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":87,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[85,105],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":87,"\u8bbe\u7f6e\u6210":87,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":85,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":101,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":102,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":121,"\u8bbe\u7f6egpu":119,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":107,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":114,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":131,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":100,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":100,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":100,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":100,"\u8bc6\u522b\u6570\u5b57":75,"\u8bcd\u5411\u91cf":[75,129],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":129,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":129,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":108,"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":119,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":119,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":119,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":119,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":119,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":119,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":119,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":119,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":119,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":101,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":131,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":119,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":101,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":88,"\u8be5\u6570\u636e\u96c6":129,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":119,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":54,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":130,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":107,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":131,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":98,"\u8be5\u7c7b\u7684":102,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":101,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":123,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":130,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":101,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":86,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":95,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":102,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":111,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":131,"\u8be6\u7ec6\u53c2\u8003":88,"\u8be6\u7ec6\u53ef\u53c2\u8003":100,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":130,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":85,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":131,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":88,"\u8be6\u7ec6\u89c1":94,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":75,"\u8bed\u8a00\u6a21\u578b":129,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":107,"\u8bf4\u660e":[34,88,91],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":100,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":101,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":102,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":89,"\u8bf7\u4fdd\u8bc1travi":100,"\u8bf7\u5148\u4f7f\u7528":[123,124,125],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":121,"\u8bf7\u53c2\u8003":[2,58,82,85,92,95,101,102,131],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":131,"\u8bf7\u53c2\u89c1":100,"\u8bf7\u53c2\u9605":98,"\u8bf7\u5728\u8be5pull":100,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":100,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":100,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":104,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":119,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":102,"\u8bf7\u67e5\u770b":129,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":91,"\u8bf7\u6ce8\u610f":[98,102,113,129],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":100,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":99,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":100,"\u8bf7\u76f4\u63a5\u586b\u51450":87,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":121,"\u8bf7\u786e\u4fdd":100,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":100,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":100,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":100,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":82,"\u8bf7\u9075\u5b88":100,"\u8bf7\u91c7\u7528":100,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":121,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":114,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":114,"\u8c03\u7528":[101,124],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":103,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[123,124],"\u8c03\u7528\u7528":107,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":110,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":102,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":101,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":131,"\u8d21\u732e\u6587\u6863":104,"\u8d77":95,"\u8def\u5f84\u4e0b":130,"\u8df3\u8f6c\u5230":100,"\u8df3\u8fc7":85,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":55,"\u8f6c\u6362\u5197\u4f59":54,"\u8f6c\u6362\u51fd\u6570":55,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":54,"\u8f6c\u6362\u8fc7\u6765\u7684":130,"\u8f83":95,"\u8f93\u5165":[94,98],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":97,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":97,"\u8f93\u5165\u5c42\u5c3a\u5bf8":130,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":85,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":95,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":95,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":95,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":121,"\u8f93\u5165\u6587\u672c":129,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":129,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":101,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":101,"\u8f93\u5165\u68af\u5ea6":55,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":130,"\u8f93\u5165\u7684":129,"\u8f93\u5165\u7684\u540d\u5b57":101,"\u8f93\u5165\u7684\u5927\u5c0f":101,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":129,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":129,"\u8f93\u5165\u7684\u7c7b\u578b":101,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":92,"\u8f93\u5165n\u4e2a\u5355\u8bcd":131,"\u8f93\u51fa":[94,98,102],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":97,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":131,"\u8f93\u51fa\u51fd\u6570":98,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":94,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":97,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":55,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":55,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":129,"\u8f93\u51fa\u67092\u5217":129,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":130,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":129,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":129,"\u8f93\u51fa\u7684\u68af\u5ea6":119,"\u8f93\u51fa\u76ee\u5f55":130,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":113,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":95,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":85,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":54,"\u8fd0\u884c\u4e00\u4e2a":99,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":102,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":129,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":129,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":99,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":102,"\u8fd0\u884c\u5931\u8d25":121,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":129,"\u8fd0\u884c\u5b8c\u6210\u540e":111,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":107,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":107,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":129,"\u8fd0\u884c\u65e5\u5fd7":111,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":107,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":88,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":114,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":125,"\u8fd1":95,"\u8fd1\u671f\u76ee\u6807":55,"\u8fd4\u56de":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56de0":2,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,92],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":75,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":101,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":102,"\u8fd8\u4f1a":95,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":88,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":123,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":100,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":85,"\u8fd8\u662f":95,"\u8fd8\u662f\u4ece":35,"\u8fd8\u662f\u865a\u62df\u673a":99,"\u8fd8\u6709":95,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":110,"\u8fd8\u9700\u8981\u91cd\u5199":102,"\u8fd9":[85,95,131],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":87,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":108,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":58,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":54,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":58,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":86,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":97,"\u8fd9\u4e09\u4e2a\u5206\u652f":75,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":131,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":107,"\u8fd9\u4e2a":[91,95,99],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":85,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":85,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":102,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":54,"\u8fd9\u4e2a\u51fd\u6570\u7684":98,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":95,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":98,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":58,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":58,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":114,"\u8fd9\u4e2a\u57fa\u7c7b":101,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":58,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":97,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":104,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":57,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":95,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":57,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":104,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":131,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":107,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":58,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":95,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":101,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":101,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":58,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":58,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":99,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":102,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":97,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":100,"\u8fd9\u4e2a\u9009\u62e9":[54,55],"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":129,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":98,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":58,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e2aissu":99,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":114,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":97,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":85,"\u8fd9\u4e9b\u4f1a\u5728":[54,55],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":110,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":102,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":55,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf":110,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":114,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":101,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":85,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":85,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":130,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":130,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":130,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":95,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":101,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":100,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":100,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":101,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":95,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":88,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":102,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":99,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":100,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":100,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":95,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":95,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":98,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":57,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":102,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":102,"\u8fd9\u610f\u5473\u7740":98,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":121,"\u8fd9\u65f6":85,"\u8fd9\u65f6\u5728\u4f7f\u7528":87,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":85,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":87,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":87,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":94,"\u8fd9\u662f\u56e0\u4e3a":57,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":100,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":95,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":82,"\u8fd9\u6837":[58,110],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":55,"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":110,"\u8fd9\u6837\u4fdd\u8bc1":75,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":99,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":85,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":88,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":121,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":99,"\u8fd9\u6837\u5bb9\u5668\u7684":114,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":55,"\u8fd9\u6837\u5f53\u8be5pull":100,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":55,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":110,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":101,"\u8fd9\u6837\u7684\u8bdd":113,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":110,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":108,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":101,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":87,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":101,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":85,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":86,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":121,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":98,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":97,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":114,"\u8fd9\u7bc7":89,"\u8fd9\u7bc7\u6587\u6863":100,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":125,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":99,"\u8fd9\u7bc7\u6587\u7ae0":99,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":95,"\u8fd9\u884c\u547d\u4ee4\u4e2d":107,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":98,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":57,"\u8fd9\u91cc":[55,87,88,98,100,114,130],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":102,"\u8fd9\u91cc\u4ee5":131,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":107,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":95,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":85,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":131,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":92,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":101,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":114,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":131,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":85,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":111,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":103,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":131,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":131,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":107,"\u8fdb\u4e00\u6b65\u4f18\u5316":55,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":100,"\u8fdb\u5165\u5bb9\u5668":113,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":114,"\u8fdb\u7a0b\u7684":111,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":114,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":114,"\u8fdb\u7a0b\u9700\u8981\u7684":114,"\u8fdb\u800c\u591a\u673a":107,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":107,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":107,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":75,"\u8fdb\u884c\u4e86":95,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":114,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":114,"\u8fdb\u884c\u56de\u590d":100,"\u8fdb\u884c\u5f00\u53d1":100,"\u8fdb\u884c\u62c6\u89e3":95,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":101,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":123,"\u8fdb\u884c\u8bbe\u7f6e":102,"\u8fdb\u884c\u9884\u6d4b":131,"\u8fdb\u884cpython\u4e0ec":107,"\u8fdb\u9636\u6307\u5357":[92,122],"\u8fde\u63a5":97,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":110,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":110,"\u9000\u51fa\u5bb9\u5668":113,"\u9002\u4e2d":95,"\u9009":95,"\u9009\u62e9":95,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":89,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":55,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":131,"\u9009\u62e9\u76ee\u6807\u5206\u652f":100,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":119,"\u9009\u9879":[88,99,129],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":118,"\u901a\u5e38":[58,102,107],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":114,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":110,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":121,"\u901a\u5e38\u4f7f\u7528cento":91,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":87,"\u901a\u5e38\u540d\u5b57\u662f":100,"\u901a\u5e38\u60c5\u51b5\u4e0b":108,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":113,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":125,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":98,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":101,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":95,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":107,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":121,"\u901a\u7528":118,"\u901a\u77e5":95,"\u901a\u8fc7":[85,95,100,101,102,131],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":97,"\u901a\u8fc7\u4f7f\u7528":88,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":54,"\u901a\u8fc7\u51fd\u6570":114,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":85,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":97,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":97,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":100,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":131,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":58,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":92,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":101,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":110,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":102,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":131,"\u901a\u8fc7data":97,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":125,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u903b\u8f91\u56de\u5f52":131,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":86,"\u9053\u6b49":95,"\u9069":95,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":100,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":75,"\u9075\u5faa\u6587\u7ae0":129,"\u90a3\u4e48":[58,97,101],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":97,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":87,"\u90a3\u4e48\u5728":102,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":87,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":55,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":55,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":87,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":99,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":87,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":98,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":98,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":87,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":85,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":82,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":99,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":87,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":85,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":121,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":108,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":108,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":87,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":108,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":108,"\u90fd":95,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":55,"\u90fd\u4e0d\u9700\u8981":99,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":119,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":95,"\u90fd\u53ef\u4ee5\u8fd0\u884c":99,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":55,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":94,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":95,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":57,"\u90fd\u7528":100,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":54,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":100,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":101,"\u914d\u7f6e\u5982\u4e0b":129,"\u914d\u7f6e\u6253\u5f00":108,"\u914d\u7f6e\u6587\u4ef6":131,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":101,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":99,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":129,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":98,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":101,"\u914d\u7f6eapi":94,"\u9152\u5e97":95,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":119,"\u91c7\u7528multi":87,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc":99,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":99,"\u91cc\u5b8c\u6210":102,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":57,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":130,"\u91cc\u7684":99,"\u91cc\u7684\u65e5\u5fd7":111,"\u91cc\u7684\u6e90\u7801":99,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":99,"\u91cc\u9762":102,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":123,"\u91cc\u9762\u6dfb\u52a0":55,"\u91cd\u5199\u7236\u7c7blayer\u7684":55,"\u91cd\u547d\u540d\u6210":57,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":108,"\u9488\u5bf9\u4e0d\u540c\u7684":124,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":113,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":85,"\u94fe\u63a5\u4e2d\u627e\u5230":91,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":88,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":57,"\u94fe\u63a5\u5f85\u8865\u5145":131,"\u9519\u8bef\u5904\u7406":57,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":57,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":57,"\u9519\u8bef\u7387":131,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":87,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":99,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":113,"\u957f\u5ea6":85,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":98,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":98,"\u95f4\u9694":131,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":119,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":119,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":104,"\u9664\u4e86boot_lay":95,"\u9664\u53bbdata\u5c42":131,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":58,"\u9664\u6b64\u4e4b\u5916":85,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":129,"\u9664\u96f6\u7b49\u95ee\u9898":85,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":100,"\u968f\u673a\u6570\u7684\u79cd\u5b50":119,"\u968f\u673a\u6570seed":118,"\u9694\u5f00":[110,130],"\u96c6\u6210\u5230":54,"\u96c6\u6210\u5230paddlepaddl":55,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":119,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":113,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":110,"\u96c6\u7fa4\u4efb\u52a1":111,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":111,"\u96c6\u7fa4\u6d4b\u8bd5":118,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":110,"\u96c6\u7fa4\u8bad\u7ec3":118,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":84,"\u96c6\u7fa4\u8fdb\u7a0b":111,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":102,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":108,"\u9700\u8981":[35,99,102],"\u9700\u8981\u4e3a":102,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":114,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":91,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":100,"\u9700\u8981\u4fee\u6539build":75,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[82,91],"\u9700\u8981\u5355\u72ec":89,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":100,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":114,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":102,"\u9700\u8981\u5728":102,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":113,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":104,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":58,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":124,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":130,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":85,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":75,"\u9700\u8981\u5f15\u7528":58,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":99,"\u9700\u8981\u6267\u884c":[88,91,93],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":95,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":92,"\u9700\u8981\u660e\u786e\u6307\u5b9a":119,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":57,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":114,"\u9700\u8981\u6ce8\u610f":102,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[55,75,85,119],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":101,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":95,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":123,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":86,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":55,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":58,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":99,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":97,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":75,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":103,"\u975e\u5e38\u6570":101,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":101,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":123,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":123,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":99,"\u987a\u5e8f":95,"\u9884\u63d0\u4ea4\u94a9\u5b50":100,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":130,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":131,"\u9884\u6d4bid":131,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":129,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":129,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":130,"\u989d\u5916\u7684\u53c2\u6570":131,"\u9996\u5148":[2,95,98,101,129,130,131],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":88,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":100,"\u9996\u5148\u5b9a\u4e49":102,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":101,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":101,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":87,"\u9996\u5148\u901a\u8fc7":100,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":92,"\u9a71\u52a8":104,"\u9ad8\u4eae\u90e8\u5206":95,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":98,"\u9ad8\u65af\u5206\u5e03":87,"\u9ed8\u8ba4":[2,119],"\u9ed8\u8ba40":110,"\u9ed8\u8ba41":110,"\u9ed8\u8ba4127":110,"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba47164":110,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":131,"\u9ed8\u8ba4\u4e0d\u663e\u793a":119,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":97,"\u9ed8\u8ba4\u4e3a0":[119,121],"\u9ed8\u8ba4\u4e3a1":[2,121],"\u9ed8\u8ba4\u4e3a100":121,"\u9ed8\u8ba4\u4e3a4096mb":119,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":97,"\u9ed8\u8ba4\u4e3anull":119,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":85,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":119,"\u9ed8\u8ba4\u4f7f\u7528mkl":88,"\u9ed8\u8ba4\u503c":[88,94,121,124],"\u9ed8\u8ba4\u503c\u4e3a":[123,124,125],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":124,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":97,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[87,111],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":87,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":95,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":89,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":89,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":113,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":124,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":54,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":121,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[123,125],"\u9ed8\u8ba4\u8c03\u7528":99,"\u9ed8\u8ba4fals":110,"abi\u7684paddlepaddle\u5e93":123,"abstract":[43,47,63,74,76],"adamax\u7b49":131,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":131,"android\u5b98\u65b9\u63d0\u4f9b\u7684":123,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":123,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":123,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":126,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":123,"api\u4e0d\u5c0f\u4e8e21":123,"api\u4e2d\u4f7f\u7528":57,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":110,"api\u5bf9\u6bd4\u4ecb\u7ecd":96,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":58,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":58,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":123,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":91,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":58,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u751f\u6210":102,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":58,"api\u63a5\u53e3\u7684\u751f\u6210":102,"api\u6587\u6863":[123,124],"api\u65f6":58,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":58,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":58,"api\u66b4\u9732\u7684\u7c7b\u578b":58,"api\u6765\u9884\u6d4b":[123,124],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":58,"api\u7684\u5934\u6587\u4ef6":[123,124,125],"api\u7684\u5b9e\u4f8b":58,"api\u7684\u5b9e\u73b0\u7ec6\u8282":58,"api\u7684\u63a5\u53e3":58,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":58,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":58,"api\u7ea7\u522b":123,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":123,"api\u7ea7\u522b\u4e3a21":123,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":58,"api\u9759\u6001\u5e93":124,"api\u9884\u6d4b\u5e93":124,"apis\u505a\u4e86\u5c01\u88c5":54,"app\u4e2d":[123,124],"apple\u5b98\u65b9\u4e3aios\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883":124,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":87,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":89,"avx\u7248\u672c":89,"avx\u7684\u955c\u50cf":89,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":110,"batch\u4e2d\u5305\u542b":85,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":119,"batches\u6b21":119,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":89,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":75,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":89,"book\u7684":92,"book\u7684docker\u955c\u50cf":89,"bool\u578b\u53c2\u6570":2,"boolean":[21,43,45,52,57],"break":[13,32,80],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":75,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":75,"byte":[15,44,56,87],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":57,"c\u6709\u6807\u51c6\u7684abi":57,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":57,"case":[8,20,21,36,43,47,58,63,66,68,69,72,108,112,127],"cc\u4e2d\u7684":103,"cells\u7b49":86,"char":38,"class":[5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,57,60,61,65,69,72,73,74,76,77,78,79,80,87,101,102,103,109],"cmake\u4e2d\u5c06":108,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":123,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":82,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":123,"cmake\u7f16\u8bd1\u65f6":88,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[123,124,125],"cmake\u914d\u7f6e\u4e2d\u5c06":108,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[123,124,125],"compute\u51fd\u6570":54,"const":[31,36,38,46,53,64,66,73,76,78,79,80,101,102,103],"container\u4e2d":113,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":58,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":58,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":58,"core\u6982\u5ff5":58,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":92,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":87,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":121,"count\u548cgpu":121,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":102,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":102,"cuda\u5b9e\u73b0\u5728":102,"cuda\u5e93":119,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":102,"cudnn\u5e93":[88,119],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":107,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":103,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":114,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":95,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":95,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,131],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":85,"deb\u5305":75,"deb\u5305\u7f16\u8bd1\u95ee\u9898":75,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":97,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":97,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":97,"decoer\u67b6\u6784":97,"default":[6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,56,59,66,67,76,77,78,81,106,112,113,114,121,123,127],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":55,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":88,"distributed\u5206\u5e03\u5f0f":110,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":55,"dnn\u4e2d\u7684":55,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":55,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":55,"dnn\u4f1a\u7528\u5230":55,"dnn\u5171\u540c\u4f7f\u7528":55,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":55,"dnn\u5728\u53d1\u5e03":55,"dnn\u5b9e\u73b0":55,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":55,"dnn\u6570\u5b66\u5e93":88,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":55,"dnn\u7684":55,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":55,"dnn\u7684\u6027\u80fd":55,"dnn\u7684\u60c5\u51b5\u4e0b":55,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":55,"dnn\u7684\u6d4b\u8bd5":55,"dnn\u7684\u73af\u5883\u4e0b":55,"dnn\u7684\u76f8\u5173\u529f\u80fd":55,"dnn\u7684\u7ed3\u679c":55,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":55,"dnn\u7684layer":55,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":55,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":110,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":104,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":104,"docker\u5b98\u7f51":89,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":123,"docker\u7684\u5b98\u7f51":104,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":88,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":123,"docker\u955c\u50cf":89,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":89,"docker\u955c\u50cf\u9ed8\u8ba4":89,"dockerhub\u7f51\u7ad9":89,"double\u7c7b\u578b\u65f6\u4e3a8":87,"dropout\u7684\u6bd4\u4f8b":101,"eigenscalar\u7684\u8f6c\u6362":103,"elec\u6d4b\u8bd5\u96c6":131,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":131,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":95,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":97,"encoder\u8f93\u51fa":97,"entropy\u4f5c\u4e3acost":87,"enum":[36,38,65,77,78,81],"export":[47,51,82,89,104,110],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,92],"fabric\u96c6\u7fa4":110,"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":121,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":121,"final":[8,9,30,51,59,60,80],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":103,"float":[2,6,7,8,10,13,21,46,53,78,79,102,103,108,130],"float\u7b49":121,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":103,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":103,"full\u53c2\u6570\u63d0\u4ea4":83,"function":[8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,59,60,63,64,65,66,68,69,70,72,73,74,76,78,80,98,106,107,127],"function\u4f7f\u7528":86,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":100,"github\u9996\u9875":100,"glibc\u81f3\u5c11\u5305\u542bglibc_2":91,"golang\u53ef\u4ee5\u4f7f\u7528":57,"golang\u7684":57,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":110,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":88,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":108,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":105,"gpu\u6267\u884c":103,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":119,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":82,"group\u6559\u7a0b":96,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":86,"gru\u6216lstm":98,"gru\u6a21\u578b":131,"gru\u6a21\u578b\u914d\u7f6e":131,"h\u5e76\u4e0d\u56f0\u96be":57,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":104,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,92],"id\u4e3a0\u7684\u6982\u7387":131,"id\u4e3a1\u7684\u6982\u7387":131,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":119,"id\u6307\u5b9a\u7684gpu":121,"id\u65e0\u6548":119,"image\u91cc":113,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"imikolov\u6570\u636e\u96c6":110,"import":[2,4,7,8,29,31,32,49,51,52,59,60,65,70,76,91,92,93,102,110,112,129,130],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":85,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,54,55,57,58,65,67,68,77,78,79,80,81,95,101,103,110,121],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":57,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":124,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":126,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":110,"issue\u7f16\u53f7":100,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":114,"job\u7684\u540d\u5b57":114,"kernel\u5b9e\u73b0":102,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":102,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":102,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":114,"kubernetes\u5355\u673a":110,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":114,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":114,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":113,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":95,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":95,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":86,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":97,"layer\u65f6":[55,86],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":92,"layer\u7684\u540e\u9762\u63a5\u6709cpu":55,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":101,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":86,"linux\u4e2d":89,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":75,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":121,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":121,"long":[8,9,13,47],"lstm\u6a21\u578b":131,"lstm\u6a21\u578b\u914d\u7f6e":131,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":97,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":98,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":98,"memory\u53ea\u80fd\u5728":97,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":95,"memory\u6307\u5411\u4e00\u4e2alay":97,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":98,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":95,"memory\u7684":98,"memory\u7684\u521d\u59cb\u72b6\u6001":97,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":95,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":97,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":98,"memory\u7684i":97,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":97,"mkl\u5e93\u7684":54,"mklml\u4ee5\u53camkl":55,"mklml\u53ef\u4ee5\u4e0emkl":55,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":55,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u4e0b\u7684\u7ed3\u679c":54,"model\u505a\u5206\u652f\u7ba1\u7406":75,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":114,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":123,"new":[8,13,30,31,32,33,36,37,38,39,40,46,47,54,60,63,67,68,69,71,72,74,78,80,100,101,112,127],"normalization\u5c42":130,"normalization\u5c42\u7684\u53c2\u6570":130,"note\u7684\u4e66\u5199":75,"null":[51,101,119],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":110,"num_gradient_servers\u53c2\u6570":114,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":87,"only\u7684\u4e8c\u8fdb\u5236":88,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":102,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":102,"op\u5b9a\u4e49":102,"op\u6709\u8ba1\u7b97\u51fd\u6570":102,"op\u6ce8\u518c\u5b9e\u73b0\u5728":102,"op\u7684\u4fe1\u606f":55,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":102,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":55,"openmpi\u96c6\u7fa4":110,"opprotomake\u5b9a\u4e49":102,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":104,"org\u76ee\u524d\u9075\u5faa":75,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":95,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":103,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":114,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":103,"packages\u91cc\u9762":82,"packages\u91cc\u9762\u7684python\u5305":82,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":54,"packed\u76f8\u5173\u529f\u80fd":54,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":88,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":57,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":95,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":85,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":57,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":57,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":57,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":58,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":57,"paddle\u7684c":58,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":58,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":57,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":58,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":57,"paddle_\u7c7b\u578b\u540d":58,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":58,"paddlepaddle\u4e2d":[94,97],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":95,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":55,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":86,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":92,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[123,124],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":92,"paddlepaddle\u4e3ano":89,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":88,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":131,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":86,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":110,"paddlepaddle\u4f7f\u7528\u5747\u503c0":87,"paddlepaddle\u4f7f\u7528avx":82,"paddlepaddle\u4f7f\u7528git":75,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":87,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":87,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":91,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":110,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":91,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":88,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":110,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":131,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":95,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":101,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":95,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":86,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":88,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,92],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":91,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":131,"paddlepaddle\u5c06\u4f1a\u6839\u636e":124,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":124,"paddlepaddle\u5c06\u6839\u636e":123,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[123,124,125],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":124,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":75,"paddlepaddle\u63d0\u4f9b":90,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u652f\u6301":88,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":92,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":93,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":85,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":85,"paddlepaddle\u6587\u6863\u4f7f\u7528":104,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":92,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":75,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":75,"paddlepaddle\u7684":113,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":75,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":85,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":87,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":113,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":110,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":123,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":86,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":104,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":104,"paddlepaddle\u7684\u6e90\u7801":100,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":88,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":55,"paddlepaddle\u7684bas":101,"paddlepaddle\u7684c":123,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":124,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":123,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":125,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":125,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":123,"paddlepaddle\u7684dock":113,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":95,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":87,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":87,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":88,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":123,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":123,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":131,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":97,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":97,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":114,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":119,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":119,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":119,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":119,"passes\u8f6e":119,"patch\u53f7":75,"patch\u53f7\u52a0\u4e00":75,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":121,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":107,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":119,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":119,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":119,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":119,"period\u6574\u9664":119,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":119,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":44,"pfsserver\u63d0\u4f9brest":44,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":125,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":126,"pi\u7248\u672c\u7684\u5e93":125,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":125,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":125,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":125,"pi\u7cfb\u7edf\u7684\u7248\u672c":125,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":90,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":131,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":110,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":110,"public":[14,18,31,46,48,53,73,76,78,79,80,101,102,103,112,113],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":89,"py\u4e2d":75,"py\u7a0b\u5e8f":91,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,85,131],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":85,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":75,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":91,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":82,"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":101,"python\u5e93yep":107,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":107,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":114,"release\u9875\u9762":75,"request\u524d":100,"request\u7684":100,"request\u88ab\u5408\u5e76\u540e":100,"resnet\u7684mkl":55,"return":[2,6,8,9,11,13,14,15,18,21,28,29,30,31,35,36,38,41,42,46,48,49,51,53,59,60,61,65,66,67,69,71,73,76,78,79,80,87,92,95,98,101,103,112,114,130],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":95,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":95,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":97,"rnn\u6a21\u578b":131,"rnn\u76f8\u5173\u6a21\u578b":105,"rnn\u90e8\u5206\u4e2d":54,"rnn\u914d\u7f6e":96,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"search\u7684\u65b9\u6cd5":119,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":95,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":97,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":119,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"sh\u8c03\u7528\u4e86":130,"short":[8,9,46,49,67,76,80],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":82,"size\u4e3a512":119,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":85,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":85,"size\u7684\u503c":2,"softmax\u5c42":129,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":101,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":85,"static":[28,38,58,76,78,112,127],"step\u51fd\u6570\u4e2d\u7684memori":97,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":97,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":124,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":94,"super":[67,101],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":57,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":57,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":57,"swig\u76f4\u63a5\u8bfb\u53d6c":57,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":57,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[31,58,71,112],"tag\u4e3a":75,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":103,"tensor\u5230eigentensor":103,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":103,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":103,"tensor\u6a21\u5757\u5bf9el":103,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":102,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":103,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":103,"tests\u7684paddlepaddl":100,"tflops\u4e86":108,"throw":112,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":107,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":110,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":92,"trainer\u8282\u70b9\u4e2a\u6570":110,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":110,"true":[6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,54,61,65,66,68,75,78,80,85,87,95,98,101,112,114,121,130],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"try":[32,33,36,37,38,47,51,68,76,82],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":58,"type\u6307\u5b9a\u4e3a":107,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":107,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":75,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":86,"unsupported\u6a21\u5757":102,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":119,"utf8\u7f16\u7801":129,"v1\u7248\u672c":82,"var":[31,48,50,52,61,65,66,67,72,76,80,104],"vector\u662frank\u4e3a1\u7684tensor":103,"void":[31,36,38,43,46,48,53,56,57,58,65,66,77,78,79,101,102,103],"w0\u548c":130,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":130,"wheel\u5305":75,"while":[6,13,21,31,40,47,51,60,63,64,68,74,76,79,114],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":103,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":98,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":95,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":95,"x86_64\u548cmaco":82,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":92,"x\u548cwindow":123,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":92,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":114,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":114,"zero\u4e09\u79cd\u64cd\u4f5c":119,AGE:[112,113],AWS:[13,35,116,117],And:[7,8,10,13,14,15,21,28,30,36,40,41,43,49,51,62,68,76,79,112],But:[8,9,13,21,30,48,76,82,127],EOS:8,For:[4,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,56,59,60,63,64,65,66,67,68,69,71,72,73,74,77,78,79,81,106,108,127],IDE:99,IDs:[14,21,40,60],IRs:69,Into:112,Its:[7,77,112],K8s:127,NMS:8,NOT:67,Not:[29,33,127],OPs:[69,70],One:[7,9,21,28,30,40,56,71,76],Ops:[72,74,78],PFS:44,QoS:113,Such:[53,67,80],TLS:[29,44,112],That:[8,13,62],The:[2,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,45,46,51,56,58,59,60,62,63,65,66,67,68,69,70,71,74,76,77,78,79,80,81,101,102,103,106,109,112,114,128,131],Their:[8,33],Then:[8,9,48,53,62,66,106,112],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,59,60,63,64,67,69,74,76,77,79,112],These:[7,15,31,46,50,61,74,77,78],Use:[7,13,29,45,68,72,106,112],Used:[9,18,22,72,79],Using:[33,47,63,68,72,74,76],VPS:112,Will:[13,28,92],With:[8,9,47,62,65,80],YES:41,Yes:[55,89],___embedding_0__:114,___embedding_1__:114,___fc_layer_0__:112,__align__:46,__cuda_align__:46,__device__:46,__doc__:78,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:78,__init__:[42,49,61,67,80,101,106,107],__main__:[4,49,130],__name__:[4,49,130],__param_conf__:28,__rnn_step__:98,__square_error_cost_0__:114,__tmp_params__:28,__va_args__:73,__x:46,_binari:32,_create_global_var:67,_dtype:51,_librari:32,_link:9,_loss:49,_op:[51,102],_proj:8,_recurrent_group:98,_res2_1_branch1_bn:130,_source_language_embed:[98,129],_target_language_embed:[98,129],_test:32,_update_op:42,_value_index:51,a75:46,a_op:102,aaaaa:35,aaaaaaaaaaaaa:112,abbrevi:15,abc:8,abil:49,abl:[8,29,53,61,67,69,71,81,127],about:[9,15,31,32,41,45,59,68,69,76,78,79,106,112],abov:[2,7,8,21,29,31,32,33,37,46,47,48,50,59,60,61,62,63,65,67,69,71,78,80,106,108,112,127],abs:[9,20,30,49],abs_numerical_grad:30,acceler:[8,34,55,62,63],accept:[6,8,13,29,72],access:[8,9,21,29,32,37,40,41,67,69],accessmod:112,accessor:67,accord:[7,8,15,21,30,38,50,60,69,70,72,80],accordingli:[7,8],account:[72,127],accrodingli:36,accumul:[33,38,42,62,63],accur:[30,40],accuraci:[7,18,42],achiev:[62,63,79],acquir:47,across:[8,13,59],act1:51,act2:51,act:[8,9,21,22,31,51,60,67,69,71,80,85,92,93,95,98,109],act_output:78,act_typ:[51,131],action:[69,112],activ:[9,21,27,32,51,60,67,69,74,78,85,92,93,98,131],activi:9,actual:[8,36,47,49,51,63,78,79],adadelta:[85,131],adagrad:[23,63,77,131],adagradoptim:61,adam:[23,29,38,49,87,131],adamax:23,adamoptim:[129,131],adapt:[7,10,21,28],add:[8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,61,63,66,67,69,70,72,74,76,82,100,103,109],add_activ:67,add_bia:67,add_depend:32,add_execut:32,add_input:[59,101],add_memori:59,add_output:59,add_scalar:[31,60,65],add_sum:67,add_test:[32,101],add_to:86,add_two:[31,59],add_unittest_without_exec:101,addattr:[78,102],addbia:101,addcom:[78,102],added:[7,8,18,26,28,31,46,62,63,70,74,100],adding:74,addinput:[78,102],addit:[8,9,62,72,74,80],addition:59,addop:48,addoutput:102,addr:33,address:[33,38,69,71,127],addrow:101,addtolay:8,addtyp:78,admin:127,administr:[40,127],adopt:[46,49],advanc:30,advantag:[30,46,47,63,68],adversari:[49,68],affect:[8,31],affili:60,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,62,64,67,69,70,100,106,112],again:[29,33,63],against:112,age:[14,114],agg_level:[8,94,95],aggreg:[42,62,112],aggregatelevel:[94,95],ago:32,alexnet_pass1:121,alexnet_pass2:121,algo_hrnn_demo:95,algorithm:[8,10,21,37,60,63,74,129],alia:21,align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,56,58,59,60,61,62,63,65,67,69,71,72,78,79,85,97,109,112,114,127],alloc:[6,38,41,79,103,109],allow:[29,38,47,63,69,74,112],allow_only_one_model_on_one_gpu:[118,119,121],allreduc:62,along:[15,21],alpha:[32,74],alreadi:[32,33,47,67,69,70,76,82,112],also:[8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,59,60,63,64,65,66,67,68,74,76,78,79,80,108,127,131],altern:106,although:62,altogeth:127,alwai:[8,9,28,32,56,71,77,112,114],amazon:[112,113],amazonaw:112,amazonec2fullaccess:112,amazonelasticfilesystemfullaccess:112,amazonroute53domainsfullaccess:112,amazonroute53fullaccess:112,amazons3fullaccess:112,amazonvpcfullaccess:112,ambigu:68,amd64:112,amend:100,among:[21,112],amort:62,amount:21,analysi:106,ancestor:[65,67],andd:112,android:123,android_abi:123,android_api:123,android_arm_neon:123,android_native_api_level:123,android_standalone_toolchain:123,android_toolchain:123,androideabi:123,angl:8,ani:[8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,56,60,62,63,67,68,69,70,71,73,74,112],announc:46,anoth:[8,13,28,29,31,41,47,60,67,76,78,112],anroid_arm_mod:123,ans:112,answer:[47,112],anymor:62,anyth:[13,60,68,112],anytim:49,anywai:106,apach:55,apart:21,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,59,64,72,75,80,81,91,106,107,108,110,112,114,122,123,127,128],api_shar:32,api_test:32,api_trainer_config_helpers_lay:[98,131],apiserv:112,apivers:[112,113,114],appear:[47,50,79],append:[2,13,21,28,42,60,67,68,95,98,110,114],append_backward:[106,107],append_backward_op:[23,61],append_batch_s:21,append_gradient_machin:28,append_op:67,append_oper:67,appleyard:108,appli:[8,21,49,50,62,76],applic:[25,46,47,50,67,72,106,108,112,113,127],applyl1:36,approach:[8,62,63,64,69,70,74,127,131],appropri:69,approxim:[20,63],apt:[89,106,107],arang:21,arbitrari:[8,56,69],arch:123,architectur:46,archiv:[14,57,58],area:49,arg:[2,7,9,25,51,61,78,87,102,114,130,131],arg_nam:8,argpars:114,args_ext:114,argu:66,argument:[2,8,13,15,25,31,36,37,61,64,66,67,71,114,123],argumentpars:114,argv:130,arithmet:46,arm64:[123,124],arm64_standalone_toolchain:123,arm:[46,123,124,125],arm_soft_fp_abi:123,arm_standalone_toolchain:123,armeabi:123,armv7:[46,124],armv8:46,arn:112,around:[2,8,40,67,112,127],arrai:[4,6,8,13,15,21,28,38,50,60,65,67,68,72,80,85,87,92,102,130],arrang:80,arrow:49,articl:[47,50,100],artifact:112,artifici:20,arxiv:[9,20,49],as_row_vector:8,as_step_input:31,asgd:63,ask:[33,40],assert:4,assign:[7,8,37,46,62,112,127],associ:[64,73],assum:[7,8,31,69],assumpt:69,astyp:[68,102],asyc:33,async:[33,118],async_count:[118,119],async_lagged_grad_discard_ratio:119,async_lagged_ratio_default:[118,119],async_lagged_ratio_min:[118,119],asynchron:[33,62],att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,65,66,67,78,85,86,87,98,102],attr_map:78,attrdesc:65,attribut:[8,9,21,27,31,65,70,72,76,78,80],attributemap:102,attrproto:78,attrtyp:[65,78,102],attrvalu:78,auc:[42,118],authent:112,author:[44,112],auto:[31,36,57,66,72,76,80,88,101,102,103,108],autom:112,automat:[8,29,38,48,61,69,70,72,78,106,112],avail:[33,38,46,47,70,71,112,127],averag:[7,8,11,28,37],average_test_period:[118,119],avg:[94,108,131],avg_cost:109,avgcost:131,avgpool:[8,131],avoid:[30,31,33,62,63,64,69,108],avx:89,awai:47,await:113,awar:[29,42,59,67,106,112],awk:115,aws:44,aws_account_id:112,awsaccountid:112,awskeymanagementservicepowerus:112,axes:21,axi:[8,21,85],axis:8,aync:70,b2t:129,b363:113,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:113,ba5f:112,back:[8,21,28,33,46,49,63,69],background:[7,8,74],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,54,55,61,63,64,66,73,74,101,102,109],backward_first:98,backward_op:30,backwardactiv:101,baidu:[47,113],bake:69,balanc:[62,70,112],bandwidth:[46,62],bare:[113,127],barrier:110,barrierstatset:108,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,61,62,63,69,72,73,74,79,80,99,106,109,112],baseactiv:9,baseev:28,basematrix:101,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[88,89,99,100,110,112,113,114],basic:[8,28,51,65,69,72,73,80],batch:[8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,59,60,62,63,80,92,112,113,114,130,131],batch_0:130,batch_id:[28,49,92],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,68],batch_siz:[13,49,54,60,85,92,129,131],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,101],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:125,bdist_wheel:75,beacus:51,beam:[8,98],beam_gen:[8,98],beam_search:[28,60,97,98],beam_siz:[8,60,98,118,119,121],becaus:[7,8,14,29,31,32,33,38,46,60,64,67,68,74,76,77,80,81,95,106,112],becom:[70,76,79],been:[8,9,32,37,47],befor:[8,9,33,40,45,50,63,64,68,74,82,85,102,106,112,127],begin:[7,8,18,36,38,42,45,50,60,62],beginiter:[28,29],beginn:98,beginpass:[28,29],begintrain:29,behind:[47,80],being:[21,40,47,66,68,106],belong:[7,8,69,76],below:[31,33,38,46,47,56,64,68,69,70,74,80,81,112],benchmark:56,benefit:[9,40,41,60],bengio:20,besid:[8,14,62,69],best:32,besteffort:113,beta1:[10,23],beta2:[10,23],beta:[49,130],better:[9,32,47,60,112,127],between:[7,8,15,21,28,32,33,38,46,47,58,62,64,69,70,71,73,76,112],bgr:[15,130],bi_gru:9,bi_lstm:9,bia:[8,9,21,60,67,101,130],bias:8,bias_attr:[8,9,21,67,85,87,95,98],bias_initi:21,bias_param_attr:9,biases_:101,biasparameter_:101,biassiz:101,bidi:113,bidirect:[8,9],bidirectional_lstm:86,big:[70,127],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:108,bin:[89,110,112,113,114],binari:[7,8,13,32,41,46,49,56,69,106,112],bind:[46,48,76,79],bit:[46,47],bitcod:124,black:49,blank:[8,112],block:[8,34,36,38,42,43,47,53,59,61,69,70,79,103],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,67,72],blockdescbind:53,blueprint:60,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,72,89,98,104,109,128],bool:[6,7,8,9,10,11,13,15,28,31,46,52,54,55,66,67,77,78,80,81,101,119,121],boost:79,boot:[8,97,98,127],boot_bia:8,boot_bias_active_typ:8,boot_lay:[95,98],boot_stat:80,boot_with_const_id:8,bootstrapp:127,borrow:[49,80],bos_id:[8,98],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,60,62,66,69,70,77,79,112],bottl:62,bottom:[28,131],bound:8,boundari:69,boundri:7,box:[8,49],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,65,69,75,100],break_if:80,brief:[32,38,46,79,103],bring:47,broadcast:[21,33,62,72,127],broken:100,browser:[106,112],bsd:[62,99],bucket_nam:112,buf:36,buf_siz:13,buffer:[13,36,56,63,68,76,109],buffer_s:13,buffered_read:68,bufsiz:13,bug:[100,112],build:[8,14,32,41,50,51,55,63,69,74,75,78,88,99,100,104,106,107,110,112,114,116,117,123,124,125],build_dict:14,build_doc:104,build_model:49,built:[32,46,47,62,69,78,80,106,107,108,127],bunch:56,button:112,c11:57,c703c041:100,c99:58,c99e:112,cach:[46,69,85],cache_pass_in_mem:[2,85],cachetyp:[2,85],cacul:[9,42],caff:[31,47],caffe2:[31,47],caffe_poli:87,calc_batch_s:2,calcul:[7,8,9,18,21,30,33,38,42,46],call:[7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,59,60,61,67,69,72,73,76,78,79,80,106,107,108,112,114,131],callabl:[6,8,13,14],callback:101,caller:[30,106,112],calrnn:95,can:[6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,59,60,61,62,63,65,66,67,68,69,70,71,72,73,74,78,79,80,106,108,112,127],can_over_batch_s:2,cancel:40,candid:[8,60],candidate_activ:21,cannot:[71,72,76,80,82],cantain:51,capabl:[46,64,72],capac:[74,112],capi:57,capi_prvi:58,caption:60,captur:8,card:62,care:[9,41,68,79,127],caret:28,carpedm20:49,carri:21,cast:46,cast_to_op_attr:78,cat:[13,15,89,114,115,130],categori:[8,14,33],categorig:14,categoryfil:113,caus:[33,45],caution:112,cbla:54,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:79,ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,cell_t_prev:21,cell_valu:21,center:15,center_crop:15,cento:[91,127],central:74,ceph:[13,35],cephf:[35,41,44],certain:[61,76,79],certif:[29,44,112],cffi:57,cfg:113,cgo:57,chain:[13,50],challeng:[8,33,47,52,79],chanc:[29,46],chang:[8,14,32,37,41,47,64,65,68,73,76,100,112],channel:[8,9,15,21,108],channel_shar:8,chapter:[59,60],chapter_data:59,chapter_out:59,check:[2,13,31,32,66,72,87,100,101,112,119],check_align:13,check_attr:78,check_eq:101,check_fail_continu:2,check_grad:[30,102],check_l:101,check_output:102,check_sparse_distribution_batch:[118,119],check_sparse_distribution_in_pserv:[118,119],check_sparse_distribution_ratio:[118,119],check_sparse_distribution_unbalance_degre:[118,119],checker:72,checkgrad:119,checkgrad_ep:119,checkmark:127,checkout:100,checkpoint:[66,70],checksum:44,child:31,chip:47,chmod:112,choic:[32,47],chosen:49,chunk:[37,44],chunk_schem:7,chunktyp:7,chw:15,circl:50,circumst:79,claim:112,claimnam:[112,114],clang:[46,57,100,123],clarifi:7,clariti:60,classic:8,classif:[8,20,50,131],classifi:[8,49,130],classification_cost:[69,85,95,131],classification_error_evalu:[7,131],classification_evalu:7,claster:112,clean:[31,32,43,64,72,82,100],clear:[7,32,60,64,76],clearer:[64,67],clearli:76,cli:112,click:[106,112],client:[36,39,72],clip:[6,9,119,131],clock:8,clone:[8,88,99,104,106,107,123,125],close:[2,68,71,100],cloud:[32,33,41,44,45,71,72,127],cloud_read:13,cludform:112,cluster:[13,28,29,31,33,38,69,71,110,111,114],cluster_test_fil:110,cluster_train:[85,111,131],cluster_train_fil:110,cluster_train_v2:[111,115],cm469:112,cmake:[58,82,88,99,100,102,104,106,108,123,124,125],cmake_build_typ:[106,123,124,125],cmake_c:[123,124],cmake_system_nam:[123,124,125],cmakelist:[32,54,55,101],cmatrix:[57,58],cmd:13,cname:112,cnn:[8,113,131],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,56,61,63,64,66,68,69,70,72,73,74,78,80,101,112,113],codebas:72,coded_stream:87,codedinputstream:87,coeff:8,collabor:33,collect:[8,14,28],collectbia:101,color:[15,130],colour:14,column:[7,8,21,50,68,71,106],column_evalu:7,com:[8,9,14,32,49,88,99,100,104,106,107,109,112,113,123,125,127,130],combin:[7,8,9,13,23,28,61,72,76],come:[21,42,65,69,80],comma:[25,28,38],command:[13,25,32,36,41,45,99,101,106,112,113,114,116,117,121],commandlin:[108,114],comment:[32,51,78,95,114],commit:[32,113],common:[15,20,23,26,35,74,79],commonli:[45,74,106],commun:[33,38,39,62,69,70,112],compani:47,compar:[30,32,72],comparison:[32,47],compat:[46,48,62],compil:[8,32,51,53,62,69,73,77,78,81,99,110,123,124,125],complaint:32,complet:[8,9,14,23,28,31,33,37,38,44,50,56,72,106,112,113,114,127],complex:[9,40,60,72],complic:[8,48,68,69,80],compon:[51,69,80],compos:[13,29,48,51,59,67,72],composenotalign:13,composit:48,compress:37,comput:[8,9,21,25,29,30,33,43,46,47,51,56,61,62,63,69,70,71,73,76,79,81,102,103,106,109,112],computation:8,computationgraph:51,con:62,concat:[49,98],concaten:[8,9,49,59,80,85],concentr:72,concept:[7,29,47,48,49,51,59,60,63,64,65,71,76,80,81],conceptu:[43,47,49,51],concern:[29,42],concis:[49,80],conckerneltrac:25,concret:[72,79],concurr:[33,40,47,70],cond:[21,31,47,52,65],condit:[8,21,37,47,52,69,113],condtion:49,conf:[4,8,87,95,111,114,129,130],conf_paddle_gradient_num:[112,114],conf_paddle_n:[112,114],conf_paddle_port:[112,114],conf_paddle_ports_num:[112,114],conf_paddle_ports_num_spars:[112,114],confer:20,confid:8,confidence_threshold:8,config:[6,8,25,35,45,60,92,101,112,113,114,118,119,121,127,131],config_:[36,119],config_arg:[118,119,121,130,131],config_bas:[7,8,28],config_lay:101,config_len:38,config_pars:[4,54,55,101],config_proto:38,configprotostr:87,configur:[8,21,28,36,38,40,41,47,51,67,70,79,93,101,127,129,130],confirm:45,conflict:[76,100],confus:[15,49],conll:14,connect:[9,21,41,69,70,83,112,113,127,131],connectionist:8,consequ:[8,9],consid:[7,8,20,66,79,127],consider:[8,9],consist:[7,8,14,15,37,56,65,68,72,73,78],consol:112,consolid:31,constant:[8,20,21,51,53,71,87],constantiniti:21,constraint:[69,76],construct:[7,29,43,51,59,67,72,76,78,81],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,67,72,76,78],consum:[33,106],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,56,64,67,71,72,73,76,77,78,80,81,99,112,113,114],containerport:112,content:[38,45,56,60,104],content_dir:104,content_len:38,context:[2,8,9,14,76,77,79,85,98,102,103,109],context_attr:9,context_len:[8,9,131],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,131],contin:112,continu:[7,33,56],contrast:8,contrib:74,contribut:74,contributor:72,control:[6,31,71,112,113,127],conv2d:49,conv:[9,21,49],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_layer_attr:9,conv_num_filt:[9,22],conv_op:8,conv_pad:[9,22],conv_param_attr:9,conv_strid:9,conv_with_batchnorm:[9,22],conveni:[29,51,61,78],convent:38,convers:[46,47,69],convert:[2,4,14,21,35,46,47,68,73],convlay:8,convolut:[8,9,13,21,22,49,67,79],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:100,coordin:[33,38],copi:[28,29,37,40,45,50,59,60,62,63,80,112],core:[6,18,51,58,63,64,80,109],coreo:[112,127],corner:72,corpu:14,correct:[8,21,30,46,62,112],correctli:[7,13,46,49],corresond:46,correspoind:29,correspond:[8,21,26,29,31,32,46,51,52,59,60,67,71,72,73,74,78,79,87,106],corss_entropi:29,cortex:46,cos:[8,78],cosin:[8,21,78],cosineop:78,cosineopproto:78,cosineopprotomak:78,cost:[21,28,29,50,61,62,65,66,69,71,92,109],cost_id:8,cost_np:66,cost_val:69,could:[8,13,28,29,30,37,46,47,59,61,63,64,65,67,68,69,70,73,106,112],count:[7,33,41,42,66,68,108,110,113,119,121],counter:[25,33,37,50],cours:[7,41],covari:8,cover:47,cp27:91,cp27m:91,cp27mu:91,cpp:[30,36,48,54,55,57,58,64,70,72,81,87,95,101,108,114,131],cprofil:[106,107],cprofilev:[106,107],cpu:[2,6,8,30,41,46,63,64,69,71,72,74,75,79,99,102,103,106,108,109,113,121],cpu_avx_mkl:91,cpu_avx_openbla:91,cpu_per_p:71,cpu_per_train:71,cpudevicecontext:[79,102],cpuengin:55,cpuinfo:89,cpuplac:[79,102,103,109],cpusparsematrix:58,crash:[33,108],creat:[6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,59,61,62,63,64,67,73,74,87,92,100,101,104,113,114,115,127],create_backward_pass:61,create_bias_paramet:101,create_block:67,create_cloud_job:71,create_doc_str:78,create_input_paramet:101,create_local_scop:43,create_oper:48,create_optimization_pass:[23,61],create_paramet:67,create_python_ops_creatation_funct:78,create_rnn:31,create_rnn_op:59,create_st:18,create_tmp_var:67,create_tmp_vari:67,create_var:67,create_whileloop:80,createfromconfigproto:4,creategradientoper:73,createop:78,createoper:31,createstack:112,createvari:31,creation:[48,112],creationd:112,creator:[13,14,35,72,73],creator_:73,credenti:45,crf:79,critic:[49,106],crlf:100,crop:[15,79,130],crop_grad:79,crop_siz:[15,130],crope:15,cropgradkernel:79,cropkernel:79,cross:[8,67,87,123,124,125,131],cross_entropi:[8,29,49,71],cross_entropy_with_selfnorm:8,crt:44,csc:101,csr:101,csv:[25,87],ctc:7,ctc_evalu:7,ctest:[88,99,100,102],ctor:67,ctrl:[99,111],ctx:[102,103],cublas_handle_:79,cublashandle_t:79,cuda7:91,cuda8:[88,91],cuda:[25,32,47,72,79,99,102,108,119],cuda_dir:[118,119],cuda_fp16:46,cuda_profil:25,cuda_so:[82,89],cuda_visible_devic:85,cudaconfigurecal:108,cudadevicecontext:[79,102],cudadevicegetattribut:108,cudaeventcr:108,cudaeventcreatewithflag:108,cudafre:108,cudagetdevic:108,cudagetdevicecount:108,cudagetdeviceproperti:108,cudagetlasterror:108,cudahostalloc:108,cudalaunch:108,cudamalloc:108,cudamemcpi:108,cudaplac:79,cudaprofilerstart:108,cudaprofilerstop:108,cudaprofilestop:108,cudaruntimegetvers:108,cudasetdevic:108,cudasetupargu:108,cudastream_t:79,cudastreamcr:108,cudastreamcreatewithflag:108,cudastreamsynchron:108,cudeviceget:108,cudevicegetattribut:108,cudevicegetcount:108,cudevicegetnam:108,cudevicetotalmem:108,cudnn:[8,11,32,79],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[118,119],cudnn_convt:8,cudnn_dir:[118,119],cudnn_handle_:79,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:79,cudnnhandle_t:79,cudnnplac:79,cudnnv5:88,cudrivergetvers:108,cuinit:108,cumtim:[106,107],cumul:8,cur_mem:60,curl:[13,112],curli:[31,50],current:[2,8,21,31,32,33,36,38,42,47,59,60,63,64,67,70,71,76,80,104,112,128],current_block:[65,67],current_oper:65,current_word:[85,98],currentcost:131,currentev:131,curv:29,custom:[23,29,41,46,49,60,63,72,112],custom_batch_read:68,cut:[70,80],cut_lin:13,cutoff:14,cv2:15,cxx:124,cxx_compil:[123,124,125],cxx_flag:124,cxx_flags_minsizerel:123,cxxabi_1:91,cycl:33,cyclic:8,cython:57,d3e0:112,d_b0:49,d_b1:49,d_b2:49,d_block:49,d_f:49,d_g:49,d_h0:49,d_h0_bn:49,d_h0_relu:49,d_h1:49,d_h1_bn:49,d_h1_relu:49,d_h2:49,d_loss:49,d_loss_fak:49,d_loss_real:49,d_optim:49,d_step:49,d_t:49,d_w0:49,d_w1:49,d_w2:49,dalla:2,dandroid_abi:123,dandroid_arm_mod:123,dandroid_arm_neon:123,dandroid_standalone_toolchain:123,darwin:112,dash:49,dat:35,data:[2,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,56,59,60,61,62,63,64,65,67,70,71,72,74,76,77,78,79,80,81,85,92,93,95,98,103,109,110,113,114,116,118,129,130,131],data_batch:85,data_config:4,data_dir:129,data_fil:15,data_i:49,data_lay:[2,36,85,95,131],data_layout:21,data_read:[13,68],data_reader_creator_random_imag:68,data_shar:80,data_typ:[13,14,56,77,81,92,93,98],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,109],dataflow:51,dataprovid:[1,85,87,114,131],dataprovider_:131,dataprovider_bow:131,dataprovider_emb:131,dataproviderconvert:4,datasci:8,dataset:[35,41,63,68,92,93,98,106,107,110,130],dataset_nam:15,datatyp:[14,18,77,81],dcgan:49,dcmake_build_typ:104,dcmake_install_prefix:[123,124,125],dcmake_system_nam:[123,124,125],dcuda_arch_nam:88,dcudnn_root:88,ddim:[79,103],dead:33,deal:127,deb:100,debug:[30,45,47,69,104,106,107],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,56,63,73,74,77,128],declar:[8,21,31,49,59],declear:21,decod:[8,9,97,98],decoder_boot:98,decoder_dim:60,decoder_group_nam:98,decoder_input:[60,85,98],decoder_mem:[60,98],decoder_prev:9,decoder_s:[85,98],decoder_st:[9,98],deconv:[8,49],deconvolut:[8,21],decor:[2,13],decrypt:112,deduc:72,deep:[8,20,40,43,49,50,55,72,74,79,108,130],deepspeech2:54,def:[2,4,8,13,29,30,35,41,42,48,49,51,59,60,61,67,68,78,80,85,87,92,95,98,101,102,114,130,131],def_block:49,default_block:49,default_decor:114,default_devic:121,default_main_program:[18,109],default_param_attr:67,default_st:80,default_startup_program:[18,109],default_valu:121,defaultinfervartyp:53,defect:64,defer:40,defin:[2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,59,62,65,67,68,70,72,76,78,79,80,85,92,102,106,109,131],define_py_data_sources2:[2,87,130,131],definit:[31,33,37,43,65,69,73,78,80,106,109,129],definiton:48,degre:8,delai:[63,79],delet:[41,44,100,128],deletestack:112,delimit:[7,87],deliv:127,delta:[8,30],delv:[8,20],demand:[33,79],demo:[4,8,14,72,113,116,129,130,131],dens:[8,13,38,39,77,112],dense_arrai:13,dense_vector:[2,4,13,92,93],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,62,66,69,70,77,127],dependent_var:66,deploi:[8,127],deploy:[51,56,72,112,127],deprec:8,depth:[31,47],dequeu:70,deriv:[5,29,52,61],desc:[31,56,67,78,80],desc_:31,descend:80,descent:[8,33,63],descproto:56,describ:[29,31,32,37,43,56,59,60,64,65,67,72,77,78,81,112,113],describestack:112,describestackev:112,describestackresourc:112,descript:[7,31,32,53,55,56,73,77,81,112,114],deseri:[28,56,64],deserializ:72,desgin:50,design:[8,13,20,36,57,63,74,127],desir:[13,33,63,112,113],destin:[38,45],destroi:[31,43],destruct:76,det_output:7,detail:[6,7,8,9,10,21,30,37,41,45,47,49,51,56,59,67,69,71,74,76,80,81,106,112,127],detect:[53,100],detection_evalu:7,detection_output:7,determin:[8,13,31,72],dev:[72,82,89,99,100,106,107,123,127],dev_ctx:31,develop:[32,47,53,64,67,73,75,100,106,109,124],deviat:[6,20],devic:[6,42,46,51,55,62,64,69,71,72,82,89,103,109,121],device_context:102,devicecontext:[31,102],deviceid:[55,121],deviceid_:55,devid:8,dhcp:127,diagram:59,diamond:49,dic:15,dict:[2,7,14,28,67,71,87,95,114],dict_dim:[85,95],dict_fil:[7,95],dict_siz:[14,36,60],dictionari:[2,7,8,14,28,29,30,67,71,85,131],dictrionari:131,did:64,diff:100,diff_mat:30,differ:[7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,60,62,63,66,69,70,71,73,76,80,106,112],differenti:48,difficult:[7,30,47],difficulti:20,dig:112,digit:8,digraph:51,dilat:8,dilation_i:8,dim0:102,dim1:102,dim:[8,13,21,36,56,59,72,77,79,81,101,102,103,129],dim_:[79,103],dimens:[5,8,9,11,13,21,49,72,77,79,80,85,103],dimension:[8,21],dimes:8,dios_arch:124,dios_enable_bitcod:124,dios_platform:124,dios_use_veclib_for_bla:124,dir:[114,123,130],direct:[8,9,15,47,63,106],directli:[9,20,23,26,32,39,41,46,64,69,78,80],directori:[8,32,35,40,44,45,79,100,104,108,113,128],disabl:87,disadvantag:[63,67],discard:[13,33,37,60,100,119],discexp:87,discount:8,discov:33,discoveri:112,discret:8,discrim:49,discuss:[29,31,37,38,39,69,79],disk:56,dispatch:[64,69],displai:[41,45],dist:[75,82,88],dist_train:[29,41],distanc:[7,8],distinguish:32,distribut:[8,20,31,37,38,39,40,42,47,62,70,71,72,81,116,117,119,127],distribute_test:[118,119],disucss:29,div:21,divid:[8,10,42,78,81,106],diy_beam_search_prob_so:[118,119],dns:112,do_forward_backward:68,doc:[4,13,51,59,80,102,104,110,111,114],doc_cn:104,docker:[75,82,88,89,100,104,110,112,113,114,116,117,123,127],docker_build:29,docker_clust:[111,115],docker_push:29,dockerfil:[99,100,114,123,125],document:[8,9,30,44,47,50,59,60,69,72],documentari:2,doe:[9,33,37,38,40,41,43,46,51,59,64,67,69,70,72,73,74,109],doesn:[6,8,13,29,31,68,71,106],dog:130,doing:[36,40,50,69],domain:112,don:[9,29,32,48,50,68,112],done:[7,8,9,32,33,37,38,53,56,63,69,73,74,100,106,108,112,114],dot:[8,9,102],dot_period:[114,119,121],dotmuloper:8,dotmulproject:8,doubl:[46,50,69,102,119],down:108,download:[14,32,33,36,40,44,113,127],doxygen:100,dozen:32,dpython_execut:82,dpython_include_dir:82,dpython_librari:82,draw:60,drive:76,drop:[8,9,21,60],drop_fc:86,drop_rat:[6,86],dropout:[6,9,86],dropout_prob:21,dropout_r:[8,86],drpi_arm_neon:125,drpi_toolchain:125,drwxr:113,dst:38,dtoh:108,dtype:[4,18,21,51,67,87,109,130],due:[37,40,49,60,67,106,107],dummi:[28,37],dump:56,duplic:[21,70],durat:37,dure:[2,8,9,21,26,31,33,37,40,41,42,47,62,63,72,112,127],duse_eigen_for_bla:123,dwith_c_api:[58,123,124,125],dwith_doc:104,dwith_gpu:[88,104,125],dwith_mkl:104,dwith_profil:108,dwith_python:[58,125],dwith_swig_pi:[58,123,124,125],dwith_test:[88,102,124],dwith_tim:108,dynam:[2,38,58,59,68],dynamic_cast:101,dynamic_recurrent_op:80,e2e:127,each:[2,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,59,60,62,64,66,67,68,69,70,72,73,76,77,78,79,80,106,112,127],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:46,eas:[13,53],easi:[30,60,63,68,72,74],easier:[29,46,47,68,70,80],easili:[29,49,62,68,73,76,79],echo:[82,89],edg:[15,71],edit:[7,112],editor:67,edu:[14,112,113],eeoi3ezpr86c:112,effect:[8,28,112],effici:[8,56,68,69,79],effort:69,efg:8,efs:112,efs_dns_nam:112,efsvol:112,eigen:[46,63,72,74,79,102],eigen_device_:79,eigen_use_gpu:102,eigenmatrix:103,eigentensor:103,eigenvector:103,either:[8,9,13,21,28,29,49,52,53,59,63,69,74],elb:112,elbapis:112,electron:113,elem_dim:8,elememt:8,element:[7,8,9,13,15,21,28,30,37,51,60,70,71,72,102],element_typ:38,elementari:72,elementwis:21,elif:[29,78],els:[29,36,41,47,49,52,53,69,70,76,78,89,95,101,130],emac:99,emailweixu:32,emb1:[36,95],emb2:[36,95],emb:[85,87,95,113,131],emb_group:95,emb_para:87,emb_param_fil:87,emb_sum:85,embed:[29,31,36,53,60,70,77,80,87,98,129],embedding_lay:[36,85,95,131],embedding_nam:[8,98],embedding_s:[8,98],empir:8,emplace_back:101,emploi:78,empti:[7,13,33,60],emul:46,enabl:[6,8,31,32,37,51,70,99,108,112],enable_grad_shar:[118,119],enable_parallel_vector:119,enableonstart:25,enc_proj:[9,98],enc_seq:9,enc_vec:98,encapsul:[38,71],encod:[9,37,60,95],encoded_proj:[9,98],encoded_sequ:[9,98],encoded_vector:98,encoder1:95,encoder1_expand:95,encoder1_rep:95,encoder2:95,encoder2_rep:95,encoder_ctx:60,encoder_ctx_expand:60,encoder_ctx_proj:60,encoder_dim:60,encoder_last:8,encoder_out_seq:60,encoder_s:98,encount:36,encourag:[43,69],encrypt:112,encrypt_decrypt:112,end2end:127,end:[7,8,28,31,51,60,64,68,76,98,100],end_pass:29,end_po:8,endforwardbackward:28,endian:56,enditer:[28,29,92],endpass:[28,29,92],endpoint:[13,35,112],endtrain:29,engin:[41,55],english:8,enough:31,enqueu:70,ensembl:9,ensur:[33,62,76],enter:[31,43],enterpris:72,entir:[8,9,38,40],entiti:[7,31,76],entranc:43,entri:[13,37,41,53,112],entropi:[8,67,131],entry_point:41,enueu:70,enumer:[5,87],env:[85,104,106,107,112,114],environ:[29,71,82,106,108,112,113],environmenterror:110,eol:100,eos_id:[8,98],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,80,95,102],equat:[7,8,9,10,21,102],equival:[29,31,47,52,78,127],error:[6,7,8,9,21,29,30,37,45,46,47,76,82,87,112,119,131],error_clipping_threshold:[6,85],especi:[8,9,55],essenc:29,essenti:[8,29,43,46],estim:[8,29,63,70],eta:113,etc:[7,13,21,31,42,62,63,68,69,76,112,127],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:[112,114],euclidean:8,eval:[7,18,31,42,49,71,72,131],eval_program:[18,42],eval_result:42,evalu:[8,16,27,28,40,51,66,69,71,108,109],evaluate_difficult:7,even:[29,46,47,62,67,68],evenli:[38,112],event:[92,113],event_handl:[28,29,92],eventu:[69,80],everi:[7,8,9,13,18,29,33,37,38,40,42,50,51,53,59,62,67,70,76,78,92,109],everyth:[49,69,70],evid:64,evolv:47,exactli:[8,9,85,112],exampl:[7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,59,60,64,65,67,68,70,72,73,74,77,79,80,106,109,112,130],exc_path:82,exceed:8,except:[8,14,40,47,50,80],exchang:64,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:109,execut:[32,33,37,41,42,43,49,51,62,71,73,106,112],executioncontext:[102,103],executor:[16,18,42,46,47,49,61,65,106,107,109],exist:[29,31,33,45,47,60,67,68,71,73,78,79,80,103,112],exit:[38,45,113],exp:[21,87],expand:[21,60,95],expand_a:[8,94,95],expand_lay:95,expand_level:[8,94],expandconvlay:8,expandlevel:94,expans:8,expect:8,experi:56,expert:32,expir:33,explain:[7,21,33,47,48,50,106],explan:[8,30,41,69,76],explicit:[80,101],explicitli:[29,43,69,71],explor:[8,60,74],expon:8,exponenti:5,expos:[39,56,79,80,112],express:[29,42,51,70,112],extend:[7,63,70,80],extens:[40,60,70],extent:58,extern:[32,55,57,58,72],external_librari:32,extingrad_:55,extinval_:55,extoutgrad_:55,extoutval_:55,extra:[6,8,9,69,74,79,127],extra_lay:28,extraattr:[6,121],extraattribut:8,extraattributenon:8,extract:[7,8,47,64,69,112,129,130],extract_fea_c:130,extract_fea_pi:130,extralayerattribut:[6,9,85,86],extralayeroutput:9,extrem:[8,47],f1205:87,f120da72:113,f7e3:112,fa0wx:113,fabric:[110,111],face:[32,74],fact:[47,62,65,67],factor:[6,10,21],factor_s:8,factori:57,fail:[33,37,60,71,82,87,113,119],failur:[33,38],fake:49,fake_imag:68,faked_imag:49,fall:[46,66],falloc:44,fals:[6,7,8,9,10,13,21,22,23,30,31,47,52,54,59,65,66,68,77,81,85,92,93,95,98,101,102,110,113,121,129,131],false_block:[31,52,65],false_label:68,false_neg:42,false_posit:42,false_read:68,fan_in:20,fan_out:20,faq:122,far:80,fashion:69,fast:[8,37,47,108],faster:[8,9,26,33,47],fastest:47,fault:[28,37,72],fbd1f2bb71f4:113,fc1:[51,71,101,121],fc1_bia:51,fc1_weight:51,fc2:[51,71,121],fc3:[51,121],fc4:121,fc8a365:112,fc8a:112,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[67,78,85,87,95,121,131],fc_layer_nam:9,fc_mat:28,fc_op:78,fc_out:31,fc_output:78,fc_param_attr:9,fc_without_b:31,fclayer:101,fcop:48,fdata:95,fea:130,fea_output:130,feasibl:63,featur:[2,5,8,13,14,46,51,62,69,100,130],feed:[9,28,29,50,59,69,71,74,92,109],feed_dict:[49,71],feed_list:109,feeder:[13,109],feedforward:20,festiv:2,fetch:[14,33,36,66,69,82,100,109],fetch_list:109,fetch_op:66,few:[32,33,63,68,69,77],fewer:[8,67],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,56,66,73,77,78,85,112],fifth:50,figur:[29,32,47,49,55,59,67,69,70,129],file:[2,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,56,58,68,69,72,79,81,100,102,109,127,130],file_list:2,file_nam:[87,95,130,131],file_typ:13,filenam:[2,15,35,67,85,106,107],fileoffset:44,filesystem:[40,41,44,69,112],fill:[8,21,33,37,47,67,112],fill_zero_grad:72,filter:[8,9,21],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,60,76],find_var:30,findop:31,findvar:[31,76],fine:[6,37,48],fingerprint:112,finish:[33,37,40,41,43,62,78,112,113],first:[8,21,28,29,31,33,37,40,41,43,45,47,49,50,51,59,60,65,66,67,69,72,77,78,79,80,102,103,112,127,131],first_seq:98,firstli:[7,8],firstn:13,firstseen:113,fit:[14,46,56,60,72],five:65,fix:[6,8,57,69,100,106],flag:[8,14,21,54,55],flatten0:51,flatten:[51,65,67,103],flatten_result:85,flexibl:[8,9,29,38,47,50,59,60,63,68,69,79,80],flip:15,flist:110,float16_t:46,float32:[4,13,21,46,48,49,67,68,87,102,109,130],float_16:21,float_to_half_rn:46,floor:[8,87],flow:[21,31,59,75],fluid:[0,18,20,21,22,23,25,26,43,79,106,107],fmt:87,fname:87,fnt03:112,focu:[51,106],folder:[32,35,41,45,112],follow:[7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,43,46,47,48,49,50,51,52,53,59,60,62,63,65,66,67,68,69,70,72,73,74,76,77,78,79,80,106,109,112,116,117,127],forbid:29,forc:[62,67],force_load:57,forest:31,forget:[10,21,29],forget_bia:21,fork:8,form:[8,9,42],format:[7,13,14,15,21,25,28,30,37,46,47,60,80,93,100,101,112],former:[29,32,47,63],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,54,55,56,61,64,65,68,72,73,74,77,101],forward_op:30,forwardactiv:101,forwardbackward:28,forwardtest:4,found:[46,65,74,76],four:[7,42,47,50],foward:66,fp16:[46,72,81],fp32:[72,81],fp64:81,fparam:87,fpga:[71,109],fpgadevicecontext:79,fpgaengin:55,fpgaplac:79,frac:21,frame:[7,43,72,80],framework:[29,31,42,46,47,51,62,63,65,72,74,76,78,79,102,106,107,109],free:[14,79,127],frequenc:14,frequent:[37,68,72,74,79],fresh:[40,71],friend:76,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,59,60,61,62,64,65,67,68,69,70,71,72,73,76,79,80,82,97,102,103,106,107,108,112,113,127,129,131],from_no_sequ:[8,94],from_sequ:[8,94],from_tar:[28,92],fromfil:[68,87,130],fromstr:87,front:51,fuction:25,fulfil:108,full:[8,33,40,59,62,63,127],full_matrix_project:[9,95,98],fulli:[21,69,70,127,131],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,67],fullyconnectedlay:101,func:[2,13,37,73],funciton:[9,21],functor:[48,51],fundament:[46,70,72],further:[8,78,127],furthermor:71,futur:[8,40,46,59,69,72,128],fvs:78,fwd_op:73,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:[54,55],g_h0:49,g_h0_bn:49,g_h0_relu:49,g_h1:49,g_h1_bn:49,g_h1_relu:49,g_h2:49,g_im:49,g_loss:49,g_optim:49,g_program:67,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,gamma:130,gan:29,gangliao:32,gate:[8,9],gate_act:[8,9,95],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:54,gather:[8,62,64,102],gauss:6,gaussian:20,gaussian_normal_random:49,gcc:[46,57,72,88,99,106,123,125],gcc_3:91,gcreators_:78,gemm:54,gen:8,gen_proto_pi:104,gen_rand_param:87,gender:[14,114],gendrated_id:60,gener:[2,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,62,63,65,66,67,68,69,70,72,73,77,78,79,80,92,108,112,114,121,129],generated_id:60,generated_scor:60,generated_word_embed:8,generatedinput:[8,97,98],genr:114,gereat:7,get:[2,7,8,13,14,28,30,31,32,33,37,38,40,41,44,47,49,51,54,55,59,60,67,71,72,73,76,78,79,80,89,101,106,107,111,112,113,115],get_all_op_proto:78,get_block:67,get_cloud_job:71,get_config_arg:121,get_data:[113,131],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:101,get_model:130,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:85,get_shap:28,get_support:[82,91],get_symbol:51,get_tensor:30,get_vari:31,get_word_dict:14,getbatchs:101,geteigendevic:103,getenv:[29,41,110,114],gethostbynam:114,gethostnam:114,getidmap:114,getinfervartyp:53,getinput:101,getinputgrad:101,getinputvalu:101,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:101,getoutputvalu:101,getparam:36,getparameterconfig:36,getparameterptr:101,getparameterspars:36,getparametersremot:36,getplac:[79,102,103],getpodlist:114,getsiz:101,gettask:37,gettempl:112,gettranspos:101,getw:101,getweight:101,getwgrad:101,gist:9,git:[75,82,88,99,100,104,123,125],github:[9,32,49,88,99,100,104,106,107,109,123,125,130],give:[2,33,59,67,72,112],given:[8,13,21,28,38,40,47,48,49,60,68,70,71,74,80],glibc:[123,125],glibc_2:91,glibcxx_3:91,glide:32,global:[6,21,23,29,31,32,33,51,64,71,72,76,78,79,99,108,112],global_block:67,global_learning_r:6,global_pool:21,global_step:23,globalstat:108,globalstatinfo:108,globe:2,glorot10a:20,glorot:20,gnueabihf:125,go_librari:32,go_test:32,goal:[46,50,62,72],gob:37,godep:32,godoc:57,goe:[9,33,47,52,76,109],going:[48,63,106,127],golang:32,good:[47,49,63,68,74,106,127],googl:[29,72,87,106,107,123],googleapi:112,googlenet:55,got:76,gpg2:112,gpg:112,gprof:107,gprotos_:78,gpu:[6,8,11,30,41,42,46,62,63,64,69,71,72,74,75,79,82,89,91,93,99,108,109,110,121,127,130],gpu_id:[85,119,121],gpu_per_train:[69,71],gpudevic:79,gpugpu_id:118,gpukernel:72,gpustarttimestamp:25,grab:33,grad:[30,38,55,77,119],grad_op_class:72,grad_op_maker_:73,grad_op_typ:[72,73],grad_op_type_:73,grad_share_block_num:[118,119],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,61,62,63,64,72,77,106,110,114,119,131],gradient_clipping_threshold:[6,85,131],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,58],gradientmachin:[4,28,58,64,114],gradientmachine_:36,gradopdescmak:[53,73],gradopdescmakerbas:73,gradopmak:73,grai:15,grain:48,gram:129,grandient:28,grant:112,graph:[8,21,28,31,32,33,42,47,49,59,62,63,65,69,71,81],great:[70,127],greater:[8,63],greaterthan:78,green:49,grep:[89,115],gridsize3d:25,groudtruth:98,ground:[7,8],group:[9,21,22,37,51,79,127],group_input1:98,group_input2:98,group_input:[95,98],grouplen:14,grpc:127,gru:[8,60,131],gru_bias_attr:9,gru_decod:98,gru_decoder_with_attent:98,gru_encoder_decod:129,gru_layer_attr:9,gru_memori:9,gru_out:60,gru_param_attr:9,gru_siz:131,gru_step:[60,98],gru_step_lay:9,grumemori:[9,86,98],gserver:[8,54,55,101],gsizex:108,guarante:67,guard:36,guest:91,gui:106,guid:[25,44,72,112,113],gzip:[13,37,113],h0_bn:49,h_prev:31,hadoop:[13,29],half:[46,112],half_to_float:46,hand:[72,79],handi:32,handl:[13,29,41,51,64,68,69,71,76,79,80,109],handler:[28,31],happen:[37,78],hard:[47,60,69,70,80,112],hardwar:[47,79],harvest:131,has:[7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,56,60,62,65,69,70,71,72,77,78,79,108,109,112,127],has_kei:28,has_selected_colum:8,hasdependentvar:66,hash:62,hasn:47,hassubseq:95,have:[8,9,13,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,56,59,60,62,63,64,65,67,68,69,70,71,72,73,76,77,79,81,112,127],haven:47,hdf:[13,35],head:[102,115],header:[38,56,58,72,79,87,130],headip:115,height:[8,13,15,31,57,68,87,101,102],height_:77,held:33,hello:29,help:[4,8,21,31,45,47,51,60,68,72,80,100,106],helper:[8,21,69,73,80],henc:[63,67,69,73,74,76],here:[6,7,8,9,13,21,29,32,33,39,43,45,47,50,51,59,68,74,78,112,127],heterogen:[69,70],heurist:[8,60,70],hidden:[8,9,21,61,69,86,87,112],hidden_a:87,hidden_b:87,hidden_dim:95,hidden_out:31,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierach:97,hierarch:[8,65,67,72,95],hierarchi:72,high:[6,20,46,62,79,127],higher:[48,59,80],highest:[13,31],highli:[14,80],him:29,hint:[4,70,106],his:71,histor:48,histori:10,hl_get_sync_flag:101,hold:[29,33,37,39,46,49,51,53,71,76,78,79,103,112],holder_:[79,103],home:[35,45,69,71,89,106,107,112,113,114,115],honor:37,hook2:95,hook:[6,95],hookattr:6,hookattribut:6,horizont:[8,15],host:[32,41,112,113],host_c:[123,124,125],hostfil:115,hostnam:112,hostnetwork:114,hostpath:[113,114],hostport:112,hot:131,hous:[2,14,93],how:[6,8,21,29,31,33,37,43,45,47,48,51,59,60,64,69,74,78,106,112],howardjohnson:95,howev:[8,9,30,40,43,47,63,64,67,68,69,73,74,77,78,79,112],howto:[110,111,114],hpp:[46,57],html:[14,20],htod:108,http:[8,9,13,14,20,32,41,49,88,89,99,100,104,106,107,109,110,112,113,123,125,127,130],huber:8,huge:63,human:[8,20],hwc:15,hyper:[8,49],hyperparamet:[8,74],hyperplan:13,i1116:114,i1117:108,i386:124,iOS:124,iamfullaccess:112,iamusersshkei:112,icc:47,ics:14,id_input:7,id_rsa:115,idea:[32,47,63,68,74,106],ideal:69,ident:[8,73,112],identifi:[8,52],identityoffsetproject:8,identityproject:8,idmap:114,ids:[7,8,21,60,85],idx:[37,49,101],ies:45,ifels:[31,65],ifelseop:65,ignor:[2,8,21],iil:87,illustr:[7,33,38,48,59,69,71],ilsvrc:130,im_siz:49,imag:[11,12,13,14,21,22,29,47,49,50,60,61,65,68,71,99,100,112,113,114,116,117,127,130],image_a:68,image_b:68,image_fil:68,image_h:21,image_lay:68,image_list_provid:130,image_nam:29,image_path:68,image_reader_cr:68,image_s:130,image_w:21,imagenet:[8,20,35],imagepullpolici:[112,114],imageri:8,images_reader_cr:68,imagin:50,img2label:15,img:[2,8,9,69],img_conv_lay:9,img_pool_lay:9,imgsiz:108,imgsizei:108,imgsizex:108,immedi:[63,74,112],immutable_paramet:29,impel:79,imperfect:72,implement:[8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,57,58,60,64,66,69,70,76,78,79,80],implemet:36,impli:32,implicit:71,imposs:[60,127],improv:[8,70,72,106,112],in_fals:21,in_plac:21,in_tru:21,inarg:[4,36],inbound:112,inc_path:82,includ:[7,8,9,14,15,21,23,29,31,32,38,41,46,47,49,51,57,58,59,60,65,67,72,78,100,102,106,108,112,123,124,125],inclus:60,incorpor:8,incorrect:8,increas:[33,37,46,87],increment:[42,50],incupd:101,inde:13,independ:[8,30,38,71,76,79,127],index:[7,8,11,13,14,21,28,30,31,33,37,65,67,80,95,112],indexslot:8,indic:[7,8,21,31,38,43,49,59,65,73,77,79,80,112],indice_map:80,indices_map:80,individu:[33,62,112],industri:[33,56,127],ineffici:64,infer:[15,21,29,31,33,42,47,52,53,54,57,66,67,71,72,77,92,93],infer_shap:67,infer_var_type_:53,inferfac:53,inferior:40,infershap:[31,67,72,102,103],infershapecontext:[102,103],infervartypefn:53,info:[7,8,14,46,59,92,95,101,111,114,127],infom:8,inform:[8,14,21,28,31,41,45,51,56,59,62,67,69,74,76,77,106,112],infrastructur:[47,112],ingrad_:55,inherit:[31,61,72,79],ininst:29,init:[6,20,28,31,49,55,59,60,69,92,93,101,110,112,114],init_attr:67,init_from_tar:28,init_hook:[95,131],init_model_path:[118,119,121,129,131],initi:[2,6,8,9,14,16,21,28,32,37,42,50,59,62,63,67,69,70,74,78,80,93,109,119,131],initial_max:[6,87],initial_mean:[6,8,87],initial_min:[6,87],initial_std:[6,8,87],initialize_op_attr:67,initpaddl:4,initrd:127,inlcud:9,inlin:[79,103,112],inner:[8,85,95],inner_:95,inner_mem:95,inner_param_attr:9,inner_rnn_output:95,inner_rnn_st:95,inner_rnn_state_:95,inner_step:95,inner_step_impl:95,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:103,input1:[8,9,103],input2:8,input:[2,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,55,59,60,63,64,66,67,68,69,70,71,72,73,76,78,79,80,85,86,87,92,93,94,95,97,98,101,102,103,109,114,121,129,131],input_conf:8,input_data:101,input_data_target:101,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:101,input_id:8,input_imag:9,input_index:101,input_label:101,input_lay:101,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:80,input_seq:8,input_sequence_data:101,input_sequence_label:101,input_sparse_float_value_data:101,input_sparse_non_value_data:101,input_t:101,input_to_check:30,input_typ:[85,95,131],input_valu:30,input_var:[30,67],inputbuff:36,inputdef:101,inputgradi:73,inputlayers_:101,inputs_to_check:30,inputtyp:13,insert:[62,66,72,73,100],insid:[7,9,33,42,64,68,69,70,72,73,112],instal:[8,41,55,75,82,88,89,91,93,100,104,106,107,110,113,123,124,125],install_android:123,instanc:[8,30,31,33,35,39,43,52,59,60,63,67,69,72,73],instance_ip:112,instanti:[33,43,109],instead:[8,9,11,13,32,36,41,46,47,50,51,69],instrins:46,instruct:[31,50],int16:81,int32:[65,80,81,119],int64:[44,77,81],integ:[2,7,8,13,21,37,41,46,57,60,92,131],integer_sequ:85,integer_valu:[2,13,85,92,95,131],integer_value_sequ:[2,13,60,95,98,131],integer_value_sub_sequ:95,integr:[7,127],intel:[47,79],intellig:20,inteloptimizedpaddl:55,inter:[8,69],interact:[8,112],intercept:8,interchang:[50,72],interconnect:62,interest:[46,62],interestingli:47,interfac:[6,8,9,20,23,25,26,28,31,37,41,45,51,62,64,72,73,79,112,127],intergr:8,intermedi:[45,49,61,69],intern:[8,9,20,23,28,46,106,107,112],internel:55,internet:[32,33,127],interpret:[7,43,47],interv:8,intrins:[43,46],introduc:[8,15,31,33,49,54,56,74,76,78,106],intuit:[40,72],inval_:55,invalid:[68,76],invent:47,invoc:[32,47,48,72],invok:[2,8,18,28,64,67,69,70,72,73,78,108,112],involv:60,iob:7,ioe:7,ios:124,ios_arch:124,ios_deployment_target:124,ios_development_root:124,ios_enable_bitcod:124,ios_platform:124,ios_sdk_root:124,ios_use_veclib_for_bla:124,ip_str:114,ips:[112,114],ipt:[8,67,78,87,95,98],ipx:127,ipython:29,is_color:15,is_gener:129,is_loc:28,is_predict:131,is_revers:21,is_seq:[8,98],is_spars:21,is_stat:[6,87],is_target:66,is_tensor:78,is_test:[21,130],is_traget:66,is_train:[2,15],isinst:[4,92],ispodallrun:114,isspars:101,issu:[32,49,71],issue_numb:100,istag:75,item:[8,13,28,40,46,68,93,114,127],iter:[2,8,9,10,13,28,29,33,47,63,68,69,80],iter_multiple_input_and_param:67,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,56,59,60,62,63,64,66,67,72,73,76,77,78,79,108,112],itself:[33,40,63,76],ivs:78,java:[31,57,65,72],jeremi:108,jian:20,job:[14,40,69,71,72,114,118,119,121,130,131],job_dispatch_packag:111,job_id:14,job_mod:129,job_nam:[41,112,114],job_namespac:[112,114],job_path:[112,114],job_path_output:114,job_workspac:111,jobnam:114,jobpath:[112,114],jobport0:112,jobport1:112,jobport2:112,jobport3:112,jobselector:114,jobserv:41,join:[33,95],jointli:9,jpg:[15,130],json:[51,112,113],jth:9,judg:8,juditski:63,jupyt:41,just:[5,7,8,9,14,21,32,37,38,47,49,53,63,64,67,68,69,72,73,74,76,77,112],jx4xr:112,jypyt:29,k8s:[114,127],k8s_data:[112,114],k8s_job:29,k8s_token:29,k8s_train:[112,114],k8s_user:29,kafka:35,kaim:20,kaimingh:130,kebilinearinterpbw:108,kebilinearinterpfw:108,keep:[8,13,15,20,33,47,50,60,63,67,76,78,127],keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,72,73,78,80,99,100,108,114],kept:[8,67],kera:74,kernel:[8,30,46,47,55,63,74,77,79,102,103],key1:119,key2:119,key_pair_nam:112,keyid:112,keymetadata:112,keypair:112,keyserv:112,keystat:112,keyusag:112,keyword:[67,114],kill:[33,112],kind:[29,30,33,39,50,61,62,79,81,112,113,114],kms:112,know:[29,37,56,106,112],known:[21,31,47,48,59],kriz:14,kselectedrow:77,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:112,kubectl:[111,113,114,115],kuberent:[33,112],kubernet:[29,33,72,110,114,116,117,127],kubernetes_service_host:29,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,67,78,95,131],kwd:25,l1_rate:6,l1_regularization_op:74,l2_rate:6,l2_regularization_op:74,l2_sim:8,l2regular:[85,131],l93:36,label:[2,7,8,13,14,15,21,28,42,47,49,50,51,61,65,68,69,70,71,85,92,95,109,113,130,131],label_dim:[8,95,131],label_fil:68,label_lay:68,label_path:68,labelselector:114,lag:119,lake:2,lambdacost:8,lambdarank:8,lan:110,languag:[8,14,50,72,76,129],larg:[11,14,56,63,69,70,100],larger:[6,7,8],larger_than:[31,52,65],last:[7,8,9,21,47,59,65,94,95],last_seq:[60,95],last_time_step_output:8,lastseen:113,latenc:[8,46,69,112],latent:8,later:[32,47,72,74,79,103,112,128],latest:[8,31,32,33,40,82,89,100,104,113,114],latter:[63,80,106],launch:112,launcher:29,layer1:[8,9,85,94],layer2:[8,85,94],layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,61,63,65,68,69,70,72,74,78,79,80,85,87,92,93,94,97,98,101,109,130,131],layer_0:101,layer_att:86,layer_attr:[8,85,86,98,121],layer_num:[121,130],layer_s:8,layer_typ:[8,54,55],layerbas:101,layerconfig:101,layergradutil:101,layerhelp:[21,67],layermap:101,layeroutout:8,layeroutput:9,layers_test:82,layout:15,lazi:[63,74],lbl:7,leaki:49,learing_r:61,learn:[6,7,8,9,10,14,29,38,40,43,49,50,55,60,62,63,68,69,70,71,72,74,79,89,108,128,130],learnabl:28,learning_method:[129,131],learning_r:[6,23,38,69,85,87,109,129,131],learning_rate_arg:87,learning_rate_decay_a:87,learning_rate_decay_b:87,learning_rate_schedul:87,leas:33,least:[7,33],leav:[31,112],lecun:14,left:[8,31],left_cmd:13,left_right_flip:15,legal:78,len:[2,8,21,38,44,47,67,93,95,101,114,131],length:[8,9,13,14,15,21,38,46,54,56,59,60,72,80,113],less:[8,29,127],less_than:29,let02:113,let:[7,8,29,31,40,48,50,59,60,61,73,79,106,112],level:[6,8,20,21,46,48,51,56,59,60,79,80,81,97],lgtest:32,lgtest_main:32,lib64:[82,89,119],lib:[58,88,106,107,123,124,125],lib_path:82,libapi:32,libari:58,libc:91,libcuda:[82,89],libgcc_:91,libgoogl:[106,107],libiomp5:55,libmkldnn:55,libmklml_intel:55,libnvidia:[82,89],libpaddl:[57,58,72,100,106,107],libpaddle_capi:58,libpaddle_gserv:58,libpaddle_math:58,libprotobuf:87,librari:[8,32,39,55,58,62,69,119],libstdc:91,licens:[55,62],life:33,lifecycl:127,lifetim:76,lightweight:48,like:[7,8,13,14,21,31,32,33,36,41,43,47,48,49,50,51,53,62,63,67,68,72,73,74,76,77,80,106,109,112,127,130],limit:[8,13,21,47,56,60,72,74,87,108],linaro:125,line:[2,7,13,25,32,36,41,45,50,63,65,67,72,74,85,87,95,100,106,112,121],line_break:13,line_count:87,linear:[8,21,60,85,87,92,93],lineno:[106,107],link1:46,link2:46,link:[8,9,32,44,45,76,97,112,127],linux:[13,44,91,99,112,123,125],linux_x86_64:[75,82,91],lipeng:129,lipo:124,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,61,64,67,71,73,76,80,85,106,107,112,121,130,131],listdir:110,listen:33,littl:[38,47,56],live:109,load:[15,29,33,49,62,67,69,92,112,114,130],load_and_transform:15,load_data_arg:4,load_featur:130,load_feature_c:130,load_feature_pi:130,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[118,119,121,129],load_mnist:49,load_paramet:87,loadparamet:4,loadsave_parameters_in_pserv:[36,118,119],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,59,65,67,72,88,106,114,118,119],local_scop:30,localhost:[89,104],localip:114,localpath:45,locat:[8,28,32,47,80],lock:[32,33,37,38,70],lod:[21,56,59,77,80,81],lod_desc:[77,81],lod_expand:60,lod_level:[21,67,77,81],lod_tensor:[21,59,77,81],lod_tensor_arrai:21,lodtensor:[21,53,56,72,81],lodtensordesc:[56,77],log:[37,45,49,69,83,87,91,101,110,111,112,113,114,115,119],log_barrier_abstract:[118,119],log_barrier_lowest_nod:[118,119],log_barrier_show_log:[118,119],log_clip:[118,119],log_error_clip:[118,119],log_period:[113,114,119,121,131],log_period_serv:[118,119],logarithm:5,logger:[2,95],logic:[40,49,53,61,62,64,69,70,76,80],logist:131,logit:49,longer:[33,69],look:[2,7,31,41,47,50,63,67,73,74,109,112],lookahead:8,lookup:[21,53,60,109],lookup_t:21,loop:[30,31,47,68,76],loop_var:80,loss:[8,23,49,51,61,63,74,131],lot:[60,63,67,69,74,127],low:[8,20,61,62,79,80],low_rnn:59,lower:[8,46,59,60],lower_level_rnn:59,lpaddle_capi_shar:58,lpaddle_capi_whol:58,lrelu:49,lstm:[8,21,95,98,113,131],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,95],lstm_group_input:95,lstm_input:95,lstm_last:95,lstm_layer_attr:9,lstm_nest_group:95,lstm_output:95,lstm_size:131,lstm_step:9,lstm_unit_op:21,lstmemori:[9,86,95,98],lstmemory_group:[8,86,95],lstmemory_unit:86,lstmlayer:54,ltr:8,mac:[58,123],machin:[9,14,28,47,49,55,62,63,69,70,74,85,97,112,115,127],machine_transl:98,maco:[91,99],macro:[48,73],made:[33,38,47],mai:[8,9,30,31,42,46,62,68,69,70,71,72,76,112],main:[4,21,47,51,62,65,72,106,107,112],main_program:[18,21,42],mainli:[39,79],maintain:[8,31,37,63,67,72,112,128],majel:32,major:[46,69],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,59,60,63,64,67,68,69,72,74,79,80,88,99,100,101,102,104,106,108,112,123,124,125,127],make_ddim:103,make_function_oper:48,make_vari:78,maker:[72,73],malloc:79,man:44,manag:[23,28,33,38,39,45,69,76,79,104],mandarin:8,mani:[9,15,32,37,47,49,60,64,67,72,73,76,77,78,80],manili:51,manipul:[47,67,73],manner:[8,63,74],manual:[61,63,69,73,87,127],manufactur:47,manylinux1:91,manylinux1_x86_64:[75,82,91],map:[7,8,13,28,29,31,37,67,73,76,78,79,80,92,127],map_fn:80,map_read:13,mapper:13,mapreduc:29,mark:[49,50,59,60,70,76,106,127],market:46,mask:[6,8,21],master:[29,40,72,75,125],mastermind:32,mat:[57,58],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[8,21,32,46,85],matchbox:127,math:[9,55,57,72,101,102,108],mathemat:74,matirx:8,matmul:[31,51,59,80,102],matrix:[7,8,9,13,21,28,36,57,58,101,102],matrixptr:101,matrixtyp:58,mattyp:36,max:[6,8,13,14,21,22,30,67,87,94,108,121],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,60,98],max_movie_id:14,max_relative_error:[30,102],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:8,maximum:[7,8,14,31,38],maxinum:11,maxoutfunctor:79,maxpool:8,mayb:31,md5:[14,34],mean:[6,7,8,9,10,11,13,15,20,28,32,51,60,66,68,69,76,85,106,109,112,119,127,130],mean_meta:130,mean_meta_224:130,mean_valu:130,mean_var_nam:8,meant:80,measur:42,mechan:[8,9,39,42,67,73,112],mem:[8,31,41,60,95],mem_per_p:71,mem_per_train:71,member:[8,14,29,50,51,64,67,76],memcpi:[64,108],memor:8,memori:[9,31,36,37,41,46,55,56,60,63,72,98,103,108,109,113],memory_boot:9,memory_nam:[8,86],memory_test:99,memory_threshold_on_load_data:[118,119],memoryalloc:79,mention:[21,32,37,47,59,62,63,69,70],mere:9,merg:[8,18,38,40,42,55,59,62,64,100],mergedict:129,messag:[31,43,47,50,56,65,66,67,72,73,77,81,82,100,113],meta:130,metadata:[44,112,113,114],metal:127,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,61,62,67,68,70,72,76,77,80,106,107],methodolog:63,metric:[18,42],mfs:114,microarchitectur:46,might:[8,31,32,47,65,70,106,112],million:14,min:[6,8,67,108,112,121],min_block:31,min_count:70,min_desc:31,min_pool_s:[2,85],min_word_freq:14,mind:106,mini:[8,13,18,21,28,31,33,42,43,47,52,59],mini_batch:68,minibatch:[8,21,31,42,50,52,65],minim:[23,31,47,49,61,70,72,109],minimum:8,minsizerel:[123,124,125],minu:73,minus_grad:73,minusgradop:73,minusop:73,minusopgradmak:73,minusopprotoandcheckermak:73,minut:[33,40,112],mip:123,mirror:32,mislead:38,miss:49,mistak:47,mit:112,mix:[9,80,98],mixed_lay:[9,95],mixed_layer_attr:9,mixedlayertyp:8,mixtur:106,mkdir:[45,88,104,112,115],mkl:[47,72,79,88],mkl_packed_:54,mkldevicecontext:79,mkldnn:[8,55],mkldnn_:55,mkldnn_batch_norm:8,mkldnnactiv:55,mkldnnbase:55,mkldnnlayer:55,mkldnnmatrix:55,mkldnnplace:79,mkldnnstream:55,mkldnntester:55,mklml:55,mklpack:54,mklpackedgatedrecurrentlay:54,mklpackedgemm:54,mklpackedlstmlay:54,mklpackedrecurrentlay:54,mlp:51,mlr:20,mnist:[2,4,35,49,50,65,68,69,71,72,106,107],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:68,mnist_train:[2,68],mnist_train_batch_read:68,mnt:114,mobil:[46,47,72,104,122],mode:[8,25,28,46,54,62,100,114],model:[8,9,14,28,31,33,34,42,50,54,61,62,63,69,70,71,72,74,80,92,93,104,112,121,128,129,131],model_config:4,model_list:[119,121],model_path:121,model_zoo:[129,130],modifi:[8,46,51,69,74,100,112],modul:[2,9,14,28,48,49,60,69,80,87,102,106,107,130,131],modular:60,modulo:8,moment:[23,106],momentum:[6,21,23,76,85,92,131],momentumop:[106,107],mon:113,mono:8,month:32,more:[7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,59,60,61,67,68,69,70,72,74,80,87,106,108,109,127],most:[8,13,21,28,29,32,40,50,51,60,63,68,69,74,79,106,109,127],mostli:[46,127],motiv:72,mount:[41,112],mountpath:[112,113,114],move:[8,33,37,45,47,63,112,127],movi:[2,14],movidiu:47,movie_categori:14,movie_id:114,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[62,115],mpirun:115,mse:[47,50,61,65],msra:20,much:[8,33,47,61,68,74,80],mul:[48,67,71,101,102],mul_grad:102,mul_op:[21,102],mul_ratio:8,mul_result:67,mulgradkernel:102,mulkernel:102,mulop:[48,102],mulopgrad:102,mulopmak:102,multi:[8,42,62,64,106,127,130],multi_binary_label_cross_entropi:8,multi_crop:130,multigradientmachin:64,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,62,69,70,71,72,81,92,106,112],multiple_input:67,multiple_param_attr:67,multipli:[7,8],multiprocess:13,must:[5,7,8,9,13,15,21,38,56,66,67,68,72,78,85,101,102,103,110,112],mutabl:[79,103],mutable_data:[79,102,103],mutuable_data:79,mxnet:[31,47],my_cluster_nam:112,my_cost:87,my_external_dns_nam:112,my_lib:110,mypaddl:[113,114],name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,55,56,58,60,65,67,71,72,75,77,78,80,81,87,92,93,95,98,101,108,109,113,114,116,117,121,127,131],name_prefix:35,namespac:[31,52,57,67,101,102,113,114],nativ:[8,46],natur:[37,40,60,70,80],ncall:[106,107],nccl1:62,nccl2:62,ncclinit:62,nchw:[8,21,55],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:123,nearest:46,nearli:30,necess:80,necessari:[8,31,38,40,42,56,60,64,67,78,80],neck:62,need:[7,8,9,13,20,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,60,61,62,63,64,66,67,69,70,71,72,73,74,76,77,78,79,80,82,108,112,114,127],need_tran:87,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:62,neon:46,ner:7,nerual:21,nervana:47,nest:[8,13,31,65],net:[8,9,16,31,49,59,76],net_diagram:130,netop:[31,72],network:[4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,54,55,59,61,63,68,69,70,74,76,78,79,81,86,92,93,95,114,121,127,129,130],network_config:121,networkadministr:112,neural:[8,9,13,20,28,29,31,33,51,54,55,59,63,69,74,76,79,81,93,95,97,129],neuralnetwork:64,neuron:21,never:[13,68,76,112,113,114],new_block_idx:67,new_stat:59,newblock:67,newest:38,newli:[46,127],newop:31,newopdesc:67,newprogram:67,newremot:69,newvardesc:67,next:[2,8,14,33,39,60,62,80,106,112],nextlay:55,nfs4:112,nfs:[112,114],nfsdir:114,nfsver:112,ngram:14,nic:[114,118,119],nil:37,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:85,nnz:101,no_cach:2,no_grad_set:[23,30,102],no_sequ:[2,8,92],node0:114,node1ip:115,node2ip:115,node3ip:115,node:[8,32,40,51,60,62,69,70,71,72,81,112,113,114,115,127],node_0:[112,114],node_1:[112,114],node_2:[112,114],node_id:110,nodeattr:51,nodeentri:51,nodefil:111,nodesep:51,nohup:110,nois:[8,33,49],noisi:[8,49],non:[8,21,33,46,47,77,112],none:[2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,59,60,61,65,67,71,78,80,98,109,130],nonlinear:20,norm:[9,49],norm_by_tim:8,normal:[8,9,14,20,63,113,114,130],notat:8,note:[6,8,9,11,15,18,28,29,31,36,37,41,56,62,68,72,79,103,112],notebook:[41,89],noteworthi:47,noth:[5,28,67,76,100],notic:[47,62,73],notingradi:102,notion:80,notori:30,now:[13,32,33,49,56,63,70,72,73,74,76,97,112],np_arrai:13,nproc:99,nullptr:[73,76,101],num:[8,9,110,114,119],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,51],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[110,118,119],num_group:8,num_hidden:51,num_neg_sampl:8,num_p:[69,71],num_parameter_serv:29,num_pass:[28,92,113,114,118,119,121,131],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:77,num_samples_process:87,num_shard:35,num_step:80,num_train:[69,71],number:[7,8,9,13,14,15,21,31,33,35,42,63,68,70,72,78,80,106,112],numchunktyp:7,numdevices_:121,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:121,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,67,68,87,88,92,102,130],numreal:36,numsampl:108,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:99,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,62,79,82,89,99],nvlink:62,obei:7,obj:[2,87,130,131],object:[2,6,8,9,13,28,29,36,42,49,51,57,61,67,71,72,74,76,108],observ:8,obtain:[40,63],obvious:[32,106],occup:114,occupi:46,occur:[14,28],occurr:31,oct:113,odd:8,off:[58,88,99,100,104,110,123,124,125,127],offer:[31,71,72,78],offici:[8,32,112],offlin:[33,35,127],offset:[8,36],often:[8,36,51,106],ograd:101,old:[30,38,40,60,72],older:47,omega:74,omit:[85,131],omp_num_thread:[106,107],ompi_comm_world_rank:110,on_init:2,onc:[8,33,37,42,47,50,63,69,70,112],one:[2,5,7,8,9,11,13,20,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,56,59,60,61,62,63,64,65,66,67,68,69,71,72,73,76,77,79,80,109,112,127,131],onehotcrossentropyopkernel:102,ones:[48,49,72],onli:[7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,59,60,61,62,64,67,69,70,71,72,77,78,79,80,95,97,112,127],onlin:[8,10,33,35,68],only_cpu:30,onnx:47,onto:[21,69,70,112],op_:102,op_check:102,op_class:[72,78],op_desc:[53,66],op_info:109,op_maker_class:[72,78],op_proto:78,op_registri:109,op_test:102,op_typ:[72,102],opattrcheck:102,opcreat:78,opdesc:[31,50,65,66,67,72,73,78,81],opdescbind:[53,73],opdescbuild:31,open:[2,8,15,29,35,47,49,55,68,85,87,92,95,106,112,130],openbla:[88,89],opencv:15,openmp:106,openmpi:[110,115],opensourc:62,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,59,60,61,62,66,69,71,74,76,79,81,102,103,109,112],operand:46,operartor:103,operator_grad:30,operatorbas:[31,48,72,73,78,102],operatorwithkernel:102,opinfo:[53,72,73],opinfomak:53,opinfomap:73,opkernel:[102,103],opkernelkei:72,opmak:78,opproto:102,opprotoandcheckermak:[73,102],opprotomak:[78,102],opregist:78,opregistri:78,ops:[23,30,31,32,50,51,63,65,66,67,72,79,102,127],ops_:31,ops_test:32,opt:[29,61,66,71,78,88,114],opt_op_list:61,optest:102,optim:[6,16,27,28,30,49,62,63,64,65,69,70,71,72,74,77,85,87,92,106,109],optimis:61,optimize_op_attr:67,optimzi:85,option:[7,8,18,21,25,29,32,49,56,65,66,67,72,77,78,81,106,123,127],optmization_op_list:61,opts_np:66,optyp:[53,78],opwithkernel:77,order:[8,9,13,15,28,50,56,68,74,80,106,107,112,114,127],ordereddict:28,oregon:112,org:[7,8,9,14,20,35,44,49,89,110],organ:[7,8],orient:78,origin:[8,9,13,14,21,30,46,49,76,80,100],other:[7,8,9,13,21,23,31,33,38,45,46,47,53,59,63,66,74,76,78,79,106,109,112,127],otherchunktyp:7,otherwis:[8,13,14,15,21,28,29,33,38,40,49,53,68],our:[29,32,49,53,62,63,69,70,76,80,106,112],out:[8,21,28,29,31,32,37,40,47,51,59,60,67,69,85,95,97,98,102,103,106,107,112],out_dir:[112,114],out_left:8,out_mem:98,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,95],outer_mem:95,outer_rnn_st:95,outer_rnn_state_:95,outer_step:95,outgrad_:55,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,56,59,60,63,65,66,67,68,69,70,72,73,76,77,78,79,80,85,92,95,98,102,103,106,111,113,114,121,129,130,131],output_:[8,55],output_all_step:59,output_dim_idx:21,output_dir:130,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,85,92,93,130],output_max_index:11,output_mem:[8,98],output_mod:25,output_nam:30,output_num:59,output_path:35,output_s:21,output_seg:80,outputbuff:36,outputgradi:73,outputh:8,outputw:8,outsid:[2,8,9,69,76],outupt:80,outv:101,outval_:55,over:[8,9,28,29,47,62,63,80],overal:[49,63,127],overfit:[21,74],overlap:[7,8],overlap_threshold:[7,8],overload:46,overrid:[31,33,45,71,79,102,103],overview:[37,38,39,79],overwrit:45,own:[8,38,40,43,51,53,61,62,63,69,71,74,78,112],paam:15,pack:[80,87],packag:[13,14,37,41,48,55,75,82,106,107,112],pad:[9,21],pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,54,55,56,57,58,59,60,64,65,69,71,72,74,78,79,80,85,87,88,89,91,92,93,98,99,100,101,102,104,106,107,108,109,110,111,112,113,114,115,121,123,127,129,131],paddle_begin_init_param:38,paddle_dir:102,paddle_doc:104,paddle_docs_cn:104,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:31,paddle_enforce_eq:[102,103],paddle_error:[57,58],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:110,paddle_init_param:38,paddle_init_port:110,paddle_init_ports_num:110,paddle_init_ports_num_for_spars:110,paddle_init_pserv:110,paddle_init_trainer_count:110,paddle_init_trainer_id:110,paddle_init_use_gpu:110,paddle_job:41,paddle_manylinux_devel:88,paddle_matrix:[57,58],paddle_matrix_cr:58,paddle_matrix_get_shap:57,paddle_matrix_shap:57,paddle_n:114,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:113,paddle_paramet:38,paddle_port:114,paddle_ports_num:114,paddle_ports_num_spars:114,paddle_process_by_paddl:114,paddle_pserver2:111,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:129,paddle_save_model:38,paddle_send_grad:38,paddle_server_num:114,paddle_source_root:129,paddle_train:[58,75,111,114],paddlepaddl:[8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,56,59,60,61,64,67,68,71,72,76,80,81,88,89,91,93,98,99,100,106,107,108,110,111,113,114,116,117,123,125,127,128,129],paddlepaddlebook:89,page:112,pain:71,pair:[7,8,23,25,31,50,61,69,72],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:129,paper:[8,20,49],para:[36,129],paraconvert:129,paradigm:[43,72],paragraph:59,paragraph_data:59,paragraph_out:59,parallel:[62,69,70,72,108,112,113,114,121],parallel_nn:[6,118,119],param:[6,8,9,13,23,30,31,38,64,67,79,87,103],param_attr:[8,9,21,22,36,67,85,87,98],param_config_proto:38,param_fil:87,param_initi:21,paramattr:[6,8,16,21,85,87,98],paramet:[7,9,10,11,13,18,21,23,27,30,31,32,34,36,40,43,45,47,49,50,51,53,56,59,61,62,65,68,69,76,78,80,85,87,92,93,109,110,111,114,119],parameter_block_s:[118,119],parameter_block_size_for_spars:[118,119],parameter_learning_r:6,parameter_list:[23,61],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient2:114,parameterclient_:36,parametermap:101,parametermutex_:36,parameters_:101,parameters_and_grad:[23,61],parameterserver2:36,parameterset:29,parameterupdat:64,parameterupdater_:36,parametr:8,params_grad:61,params_pass_90:92,params_pass_:92,paramt:112,paraphras:129,paraphrase_data:129,paraphrase_model:129,paraphrase_modeldata:129,paraspars:101,parent:[31,65,67,72],parent_:[31,76],parent_idx:67,parenthes:72,pars:[13,14,32,51,99,112],parse_config:4,parse_known_arg:114,parsefromstr:87,parser:[13,114],part:[7,8,31,40,47,56,65,67,69,79,106,127],partial:[8,28],partial_sum:8,particular:[50,56,72],particularli:20,partit:[33,35,69,70,72,112],paserv:114,pass:[2,8,13,18,21,26,28,31,33,42,47,49,56,61,63,64,66,67,68,72,74,76,80,85,92,100,108,112,113,114,119,121,131],pass_gener:8,pass_id:[28,92],pass_idx:68,pass_manu:87,passtyp:101,past:[29,112],patch:44,path:[7,13,14,15,28,33,37,38,41,60,68,112,113,114,119,123,124,125],path_to_paddlepaddle_working_directori:104,pattern:[14,33,57,63,74,112],paus:[33,40],pcie:62,pdf:9,peer:[62,83],pem:[29,35,112],pend:[33,37],pep425tag:[82,91],per:[7,8,14,15,33,38,62,63,68,74],percal:[106,107],perf_test:[106,107],perform:[8,9,20,21,30,38,42,46,47,49,62,64,68,69,72,74,79,107,108,118],perftool:[106,107],period:[33,40,71,119],permiss:112,permut:21,peroid:[8,15],persist:[43,77,81,112],persistentvolum:112,persistentvolumeclaim:[112,114],person:[7,29],perspect:72,perturb:30,peter:71,pex:127,pfs:[35,45,71],pfsclient:35,pfspath:45,pgp:112,phase:[21,60,62,63,68,73,127],philosophi:[63,74],photo:49,physic:127,pick:112,pickl:[110,115],pictur:62,piec:[8,9],pil:15,pillow:41,pip:[75,82,88,91,93,100,104,106,107],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,21,33,40,43,62,69,70,72,103,109],place_:79,placehold:[49,79,103],placement:70,plain:[7,8,13,41,56,58],plan:[33,72],platform:[31,79,91,102,103,109,112,123,124],pleas:[6,8,9,10,15,29,33,37,38,39,51,59,67,68,71,72,79,81,82,104,106,112,114,128],plot:29,plu:[8,30],plug:[62,63],pnpairvalid:118,pod:[35,41,112,113,114],pod_nam:112,podip:114,podlist:114,point:[31,33,41,46,62,71,79,103,106,108,127],pointer:[31,38,47,51,67,72,76,79,103],polar:14,poli:87,polici:[79,112],pollut:40,polyak:63,ponit:51,pool3:101,pool:[9,21,27],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,21],pool_siz:[2,8,9,21,22],pool_size_i:8,pool_strid:[9,21,22],pool_typ:[8,9,21,22],pooled_height:8,pooled_width:8,pooling_lay:[9,85,131],pooling_typ:[8,85,94,131],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51],port:[32,106,110,112,113,114,118,119],port_num:118,portabl:51,portal:104,ports_num:[110,114,119],ports_num_for_spars:[36,110,114,118,119,121],pose:33,posit:[2,7,8,9],positive_label:7,possibl:[29,31,37,67,70,74],post:[41,44],postpon:74,potenti:[46,108],pow:87,power:[46,62,127],ppo_workspac:104,pprof:[106,107],pre:[8,9,14,29,38,112,129],pre_activ:67,pre_bia:67,pre_dictandmodel:129,pre_stat:[59,80],preambl:67,precis:[7,42,46,63],precision_evalu:7,precompil:43,pred:51,predetermin:8,predic:14,predict:[2,4,7,8,28,69,74,85,93,129,130,131],predict_fil:[118,119],predict_lay:28,predict_output_dir:[118,119,131],predict_sampl:4,prediction1:28,prediction2:28,prefer:47,prefetch:[36,101],prefix:[7,9,33,35,60,112],pregrad:101,premodel:129,prepand:67,prepar:[30,41,64,110,115,116],prepend:67,prepend_oper:67,preprocess:[14,15,80,129,131],present:[29,31,80,100],preserv:45,press:20,prev_batch_st:[118,119],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[10,21,29,33,37,40,74,106],preview:72,previou:[8,9,28,33,45,59,60,70,106,112],previous:8,previous_memori:31,price:[14,72,93],primari:[47,50],primarili:[63,74],primit:[46,55,62,80],principl:[29,32],print:[4,6,28,29,47,51,69,82,91,92,93,106,115],print_graphviz:51,print_s3_bucket:13,printallstatu:108,printer:7,printstatu:108,priorbox:8,prioriti:72,prite:7,privat:[31,58,67,76,77,78,79,80,100,103],privileg:112,pro:62,prob:[7,28,93],probabilist:[8,129],probabl:[7,8,21,28,60],problem:[8,29,30,32,40,47,49,50,63,72,74],proc:89,proce:[13,33,68,112],procedur:[31,56],proceed:20,process2:95,process:[2,6,8,9,13,29,31,35,36,37,40,42,43,47,51,55,56,62,69,74,78,85,87,95,106,112,114,131],process_num:13,processdata:130,processor:[46,108],prod:100,produc:[8,9,13,33,47,51,68],product:[8,9,21,41,47,92,112],productgraph:113,prof:[106,107],profil:[16,45,107,108],profl:107,proflier:108,prog:114,program:[13,18,20,21,25,29,35,38,40,43,50,52,61,62,68,69,71,72,76,106,108,114],programdesc:[43,47,56,66,67,71,73],programm:[47,67,69],progress:[33,37],proj:8,project:[8,9,41,58],promis:[8,9,60],prompt:[45,47],prone:29,propag:[8,10,47,63],properti:[51,74],propos:[31,47,60,61,62,63,70,80],proprietari:55,protect:[46,78,101,102],proto:[11,56,65,72,78,81,102],proto_:78,protobuf:[28,31,41,43,47,50,51,56,65,67,72,73,78,87],protocol:[7,109,127],protomak:102,provi:110,provid:[8,14,29,31,38,41,42,43,46,47,49,51,53,62,63,67,71,74,78,79,80,85,93,95,106,112,118,127,131],provis:[112,127],prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,72,110,111,112,114,118,119],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,118,119],pserver_spec:28,pseudo:[29,41,73,80],pseudocod:80,psize:101,ptr:[58,79],pub:115,pull:[32,72,75,89],purpos:[8,33,69,70,108],push:[31,43,47,114],push_back:101,put:[32,33,36,67,70,79],pvc:112,pwd:[88,89,99,100,104,123],pxe:127,py_paddl:[4,82],pybind:[31,46],pydataprovid:85,pydataprovider2:[2,4,114],pyramid:8,pyramid_height:8,python2:[106,107],python:[13,21,28,29,31,39,42,43,47,48,49,50,51,57,60,64,72,75,79,80,82,85,88,91,93,98,99,100,101,102,104,107,109,110,115,129,130],pythonpath:82,pytorch:47,qualcomm:46,queri:[7,8,112],query_id:7,question:[8,29,70,78,112],queue:70,quick:51,quick_start:[41,112,113,114,116,131],quick_start_data:113,quickli:[60,67,72],quickstart:113,quit:60,r14b:123,r_t:8,rais:[13,21,51,110],rajathkmp:49,ran:[70,108],rand:[49,87,108,119,121],random:[6,8,13,20,21,35,49,64,67,68,87,102],random_crop:15,random_imag:35,randomli:[15,21,40],rang:[8,13,20,35,46,49,68,69,71,78,114,131],rank0:62,rank1:62,rank:[8,21,29,80,112,130,131],rank_tabl:21,rankdir:51,ranktabl:21,rapid:73,rare:2,raspberri:126,raspberrypi:125,raspbian:125,rasspberri:125,rate:[6,7,8,9,10,14,38,85,114],rather:[41,49,80,112],ratio:[8,119],raw:[8,13,56],rdma_tcp:[118,119],reach:[33,62],read:[2,13,15,21,28,29,33,35,47,68,69,70,72,80,87,112,127,130],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_next_from_fil:85,read_paramet:87,read_ranking_model_data:29,readabl:[72,106],reader:[14,28,35,46,49,50,65,69,71,92,106,107,110],reader_cr:35,reader_creator_bool:68,reader_creator_random_imag:[13,68],reader_creator_random_image_and_label:[13,68],readi:[33,112,113,127],readlockguard:36,readm:[58,100],readwritebuffer_:36,readwritemani:112,real:[8,21,36,49,68],real_process:2,realist:29,realiz:[31,59],realli:[47,74],reason:[9,29,30,33,47,113],recal:7,receiv:[13,33,41,59,70],recent:63,recognit:[8,130],recommend:[9,29,114],record:[13,37,78,112],recordio:[13,14,29,35,37,69,71],recov:[33,80],recover:72,recoveri:37,rectifi:[8,20],recurr:[54,59,76,95,96],recurrent_group:[9,86,95,97,98],recurrent_lay:9,recurrent_op:80,recurrentgradientmachin:[58,60,80],recurrentgroup:7,recurrentlay:54,recurs:[31,32,45,72],recv:[62,69,70,112],recvparametertyp:36,red:[49,106],redirect:13,reduc:[8,21,46,62,70,72,106,107],reduce_by_kei:72,reduce_mean:49,refactor:[50,60,63,64,67,69,70,74,80],refer:[6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,59,62,65,67,72,74,76,79,80,81],referenc:[8,37],refine_unknown_arg:114,reflect:37,reg:78,regard:127,region:[8,76],regist:[73,79],register_gpu_profil:108,register_lay:101,register_op:[48,72,73,78,102],register_op_cpu_kernel:[79,102],register_op_cuda_kernel:[79,102],register_op_without_gradi:[72,102],register_oper:[53,73],register_tim:36,register_timer_info:108,registerop:78,registr:109,registri:[41,53,79,113,127],regress:8,regular:[6,16,21,23,85,112,131],regularization_coeff:26,reinforc:71,rel:[9,30,40,74],relat:[33,40,41,46,76,106,127],relationship:[73,79],releas:[71,75,112,123,124,125],reli:[30,60,61,63,74,106],reliabl:[33,74],relu1:51,relu2:51,relu:[8,49,51],relwithdebinfo:[106,107],remain:80,rememb:8,remot:[6,32,36,72,100,112,119,121],remote_ess:71,remote_sess:71,remoteparameterupdat:[36,39],remov:[13,45,47,60,100],ren:20,renam:[45,46],reorgan:8,repeat:[31,50,65,66,77,78,81,106],repeatedli:50,replac:[32,37,53,63,71,73],replic:69,replicaset:41,repo:[32,125],report:[37,46,47,69],reportdataset:37,repositori:[8,104,123],repres:[8,9,21,31,37,47,51,56,60,63,67,70,71,72,74,77,79,80,81,112],represent:[8,38,49,50,60,69,77],request:[32,33,36,40,69,72,75,112,113,127],requir:[7,8,23,29,33,38,40,41,45,46,51,55,59,63,65,66,69,70,72,74,77,78,81,104,112,127],res5_3_branch2c_bn:130,res5_3_branch2c_conv:130,research:[14,47,69],reserv:45,reserveoutput:101,reset:[8,18,33,42,83],reset_program:[18,42],resetingrad:55,resetinvalu:55,resetoutgrad:55,resetoutvalu:55,resetxxx:55,reshap:[30,68,87],reshape_s:8,residu:130,resiz:[15,36,79,102,103],resize_s:15,resize_short:15,resnet_101:130,resnet_152:130,resnet_50:130,resolv:[32,100,113],resourc:[43,62,71,79,112],respect:[30,46,49,59],respons:[8,36,42,49,62,63,64,74,112,113],rest:[8,31,41,44,127],restart:[33,38,112,113,127],restartpolici:[112,113,114],restor:[30,63],restrict:[74,76,106,107],result:[2,5,7,8,21,25,28,30,37,42,49,50,51,56,60,61,62,64,69,92,106,108,109,112,131],result_fil:7,resum:40,ret:13,retran:112,retriev:[31,60,76,106],return_op_list:23,return_seq:9,reuqest:75,reus:[31,40,60,68,72],rev:99,revamp:69,reveal:[29,106],revers:[8,9,97,98],review:[14,100,113],reviews_electronics_5:113,rewrit:32,rgb:[8,15],rho:10,rid:47,right:[8,30,31,32,41,42,72,74],ring:62,rkt:[41,99],rmsprop:[63,85,131],rmspropoptim:63,rnn:[8,9,31,47,49,60,67,72,76,97,98,118],rnn_bias_attr:98,rnn_layer_attr:98,rnn_out:98,rnn_output:80,rnn_state:95,rnn_state_:95,rnn_step:8,rnn_use_batch:[54,118,119],rnnalgorithm:60,rnnlm:14,rnnstep:80,roadmap:80,robust:[8,20],roi:8,role:[14,29,37,38,62,69,112],rollback:67,root:[10,11,62,112,113,114,129],rot:8,round:[46,62],routin:[46,55,62],row:[7,8,13,21,36],row_id:8,rows_:77,rpc:37,rpcserver:37,rpi:125,rpi_arm_neon:125,rpi_toolchain:125,rsize:112,rstrip:114,rtk:127,rtype:[8,13],rule:[7,47,50,69,112],run:[29,30,31,32,33,41,42,46,47,48,49,50,51,59,61,62,63,65,66,69,70,71,72,76,77,79,82,88,89,99,100,103,104,106,107,108,110,111,112,113,114,116,117,123,127],run_test:88,runinitfunct:[108,114],runnabl:70,running_on_cloud:41,runserv:104,runtim:[2,25,31,53,59,71,72,81,82],runtime_table_:31,safe:41,sai:[8,50,52,68,69],said:47,same:[2,7,8,9,20,21,28,29,30,37,38,40,48,49,51,59,60,62,67,69,71,72,73,76,80,95,103,112,131],samping_id:8,sampl:[2,7,13,14,42,49,78,131],sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,77,112],save:[2,8,13,28,33,35,37,38,41,50,51,56,63,69,77,81,112,113],save_dir:[113,114,119,121,131],save_only_on:[118,119],save_parameter_to_tar:[28,92],savetxt:87,saving_period:[114,118,119],saving_period_by_batch:[118,119,121],saw:2,scalabl:72,scalar:[8,21,31,52,80],scale:[5,20,63,69,70,73,78,102],scaleop:102,scaleopmak:[72,102],scalingproject:8,scan:[37,72],scatter:[8,62],scenario:60,schdule:112,schedul:[37,41,70,112],scheduler_factor:6,scheme:[7,10,36,74],scope:[30,43,71,109],score:[7,8,21,60],scp:115,script:[14,62,88,104,111,112,115,123],sdk:124,search:[8,33,76,98],second:[8,21,29,45,47,49,51,59,60,65,66,68,76,78,102,131],secret:112,section:[47,67,70,106,112],see:[8,9,29,33,46,47,67,71,87,106,112],seed:[20,21,87,108,119],seem:[32,46,47],seen:74,segment:[7,59,80],sel_fc:8,selcet:8,select:[8,60,112],selected_generation_scor:60,selected_id:[8,60],selected_indic:8,selected_row:[77,81],selected_rows_desc:[77,81],selected_scor:60,selectedrow:[53,81],selectiv:8,selector:113,self:[30,42,49,51,54,55,56,61,67,80,101,102],selfnorm:8,semant:[14,29,60,75],semat:29,send:[33,38,62,69,70,72,78,81,112],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[63,74,106],sensit:8,sent:[29,38,69,72,78,113],sentanc:85,sentenc:[2,8,14,47,59,60,80,95,98],sentence_input:80,sentence_last_state1:95,sentence_last_state2:95,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,21,25,38,48,63,69,73,74],seper:80,seq:[8,14,95],seq_len:80,seq_pool:[8,94],seq_silc:8,seq_text_print:7,seq_to_seq_data:129,seq_typ:13,seqenc:21,seqlastin:95,seqtext_evalu:7,seqtoseq:[8,87,129],seqtoseq_net:[8,129],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,54,61,65,80,85,92,95,97,131],sequence_conv_pool:131,sequence_group:8,sequence_layer_group:95,sequence_nest_group:8,sequence_nest_layer_group:95,sequencegen:95,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,92],sequenti:[8,31],seri:[9,95],serial:[28,31,37,56,64,72,81],serializ:72,serv:[46,69,72,80,112],server:[29,32,36,39,40,47,62,69,72,83,88,110,111,114,119,127],serverless:33,servic:[106,127],sess:[49,51,61,71],session:[51,61,66],set:[2,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,59,60,66,67,72,73,76,79,80,85,87,92,95,99,102,103,104,106,108,112,113,129,130,131],set_active_typ:101,set_default_parameter_nam:6,set_drop_r:101,set_float_el:30,set_input:8,set_siz:101,set_typ:101,setdatatyp:77,setdefault:102,setp:112,setq:99,settotalbyteslimit:87,setup:[63,69,75,101,102,127],sever:[7,8,30,36,49,59,60,62,64,67,77,80,112],sexstant:127,sgd:[23,28,29,33,41,63,64,69,70,71,77,92,109,110,118],sgd_optim:109,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,59,65,67,71,72,77,79,92,109],shard:[33,34,35,36,37,38,40,69,70,110,112],share:[8,21,32,49,58,64,67,72,74,79,80],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[57,58,76,79,103],shell:112,shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,59,60,61,63,64,65,68,69,72,73,74,77,78,80,81,97,102,104,112],should_be_fals:29,should_be_tru:29,should_shuffl:[2,95],show:[7,10,31,33,45,47,52,56,59,62,63,65,80,99,112],show_check_sparse_distribution_log:[118,119],show_layer_stat:[118,119],show_parameter_stats_period:[113,118,119,121],shown:[8,29,42,62,69,112],shrink_rnn_memori:21,shuf:85,shuffl:[13,85],sid:112,side:[8,28,42,64],sig:112,sigint:111,sigmod:78,sigmod_op:78,sigmod_output:78,sigmoid:[8,22,31,71,78,80],sigmoidactiv:[9,95],sign:[44,56,112],signatur:112,similar:[8,21,31,43,47,60,63,68,69,70,72,74,79,80,106,112,127],similarli:[8,13,47],simpl:[5,7,8,9,13,14,23,28,46,50,51,59,63,65,70,74,76,78,80,114],simple_attent:98,simple_gru:[98,131],simple_lstm:[8,86,131],simple_rnn:[8,98],simple_transform:15,simpler:64,simplest:112,simpli:[8,15,29,38],simplifi:[29,60,67,78],simul:[47,124],simultan:112,sinc:[8,9,33,37,39,40,47,53,63,68,69,71,73,74,80,112,127],singl:[7,9,13,33,42,46,62,69,70,71,72,76,106],sinlg:28,sit:69,site:[32,106,107,112],situat:66,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,56,60,63,67,68,69,71,77,78,79,80,85,87,92,93,95,98,101,102,103,109,130,131],size_a:8,size_b:8,size_t:[36,79,80,101],sizeof:31,skip:[68,87,100,112,130],sleep:114,sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slowli:106,small:[8,14,30,49,55,60],small_messag:[118,119],smaller:[8,21,30,33,46,60],smart:76,smooth:8,snap:113,snapdragon:46,snapshot:[34,40,112],snippet:[48,61,112],sock:41,sock_recv_buf_s:[118,119],sock_send_buf_s:[118,119],socket:114,softmax:[8,9,21,29,31,47,51,52,60,65,69,70,71,85,98,101,131],softmax_param:87,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[95,131],softmaxoutput:51,softwar:[46,127],solid:49,solut:[62,127],solv:[29,72],some:[6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,59,60,61,65,66,67,68,70,72,73,76,79,80,112,127],some_c_api_funct:58,some_inst:58,some_op:[53,59,80],some_python_class:57,somecppclass:57,somedata:28,somegotyp:57,someth:[36,67,106],sometim:[8,68],someurl:13,somewhat:38,somewher:76,soon:33,sort:[8,14,80,106,112,114],sort_by_length:80,sourc:[8,14,30,32,45,47,49,55,56,58,60,68,72,106,112],source_dict_dim:[60,98],source_dict_s:60,source_language_word:[60,98],space:[7,8,46,67,70,74],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,21,36,85,101,110,112,114,119,121],sparse_binary_vector:[2,13,85,92],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,92],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36,85],sparse_value_slot:13,sparse_vector:85,sparseparam:101,sparseprefetchrowcpumatrix:101,spatial:8,spatial_scal:8,spec:[112,113,114],special:[8,38,46,53,60,61,69],specialvartypeinfer:53,specif:[28,32,33,45,60,72,76,79],specifi:[7,8,18,21,29,30,36,37,38,41,42,43,45,49,56,67,69,71,76,78,80,104,106,112],speech:8,speed:[8,9,46,56,62,63,127],sphinx:[57,104],split:[2,8,13,40,47,52,60,72,80,95,110,112],split_count:[110,112,114],sqrt:20,squar:[8,10,11,21,51],square_error_cost:[92,109],squarerootnpool:8,squash:100,srand:119,src:[32,110,111,114],src_backward:98,src_dict:87,src_dict_path:87,src_embed:[60,98],src_forward:98,src_root:4,src_word_id:[60,98],src_word_vec:60,srl:14,ssd:8,ssh:[112,115],ssh_server:111,sstabl:29,stabil:[8,30],stabl:[75,112],stack:[43,72,80,112],stackexchang:8,stage:[32,39,47,49,81,100],stale:[33,71],standalon:123,standard:[6,13,20,47,72,74,106],stanford:[14,30,113],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,60,62,64,69,82,100,106,113,114,119],start_mpi_train:115,start_paddl:114,start_pass:[118,119],start_po:8,start_pserv:[118,119],startpaddl:114,startup:[21,33,41,47,112],startup_program:[18,21,23],stat:[108,119],state:[8,9,18,23,31,33,42,43,59,60,76,80,86,97,113],state_act:[8,9,95],statement:[47,50,112],statfulset:114,static_cast:103,staticinput:[8,97,98],statist:[8,18,20,42],statset:108,statu:[41,60,100,108,112,113,114],status:113,std:[28,32,36,51,53,57,58,66,72,73,76,78,79,101,102,103,119],stdbuf:110,stderr:111,stdout:[13,111],step:[8,9,11,21,23,30,31,33,38,42,47,49,50,54,60,63,64,67,69,70,72,78,80,95,97,98,106,112,127],step_id:80,step_input:80,step_net:31,step_output:80,step_scop:72,stepnet:[31,59,72,76],stepout:95,still:[37,40,47,69,73],stirng:67,stmt1482205552000:112,stmt1482205746000:112,stochast:[10,33,37,40,63],stop:8,stop_gradi:21,storag:[44,46,112],store:[7,8,14,28,30,31,32,36,43,51,53,56,60,64,65,67,69,71,72,73,74,76,80,112],str:[15,18,28,41,80,114,121],straight:[65,68,77],strategi:[11,33,67,70,119],stream:[13,79],stream_:79,streamid:25,street:8,strict:68,stride:[8,9,21],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[2,7,8,13,15,25,28,31,37,45,51,56,65,66,67,71,72,73,76,77,78,81,101,102,112,119],strip:[87,95,106],struct:[37,38,44,46,53,58,73,78,87],structur:[31,37,47,49,56,60,65,67,72,77,112],sts:112,stuff:100,stun:2,style:[8,72,78],sub:[7,8,13,29,40,49,59,62,64,67,69],sub_nest_seq:8,sub_sequ:[2,8,92],subclass:[23,67],subcommand:45,subgradi:10,subgraph:[49,70],submiss:69,submit:[72,112],subnet0:112,subnet:[29,112],subobjectpath:113,subseq:[94,97],subsequ:[8,62],subsequenceinput:[8,95],subset:21,succeed:[37,113],success:[8,38,112,113],successfulcr:113,sudo:[99,112],suffer:30,suffix:[18,41,110],suggest:[8,32],suit:127,suitabl:77,sum:[8,10,31,34,53,67],summar:49,sumopgradmak:73,sumpool:[8,85],sun:20,suppli:77,support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,56,60,63,64,66,68,69,70,72,73,74,77,91,95,112,127],suppos:[9,32,48,77],suppress:[8,45],sure:[106,112],surpass:[8,20],sutibal:79,svs:78,swagger:44,swap_channel:130,swig:[39,57,58,88],swig_paddl:4,switchop:31,sychron:62,symbol:[8,31,51,58],symbols_ready_:31,symbolt:[31,72],symlink:100,sync:[33,63,74],sync_with_cpp:[106,107],syncflag:101,synchron:[33,37,62,112],syntax:[43,47,60,68],sys:130,sysroot:123,system:[31,32,33,38,40,44,48,49,55,69,70,85,106],t2b:129,tab:131,tabl:[7,8,21,31,47,53,56,77,81],tablelookup:77,tablelookupgrad:77,tablelookupop:77,tableproject:8,tag:[7,14,82,89,100,110],tagtyp:7,tail:60,tainer_id:114,take:[2,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,63,65,66,67,68,72,73,79,80,106,112],taken:[51,69,80],talk:38,tangl:106,tanh:[8,9,21,49,60,69,98,101],tanhactiv:[9,95],tar:[13,15,28,92,112],tarbal:112,target:[8,14,21,23,28,31,32,43,49,51,61,66,69,71,72],target_dict_dim:98,target_dict_s:60,target_dictionary_dim:8,target_language_embed:8,target_language_word:98,target_link_librari:32,target_word:60,targetinlink:[8,95],task:[7,8,56,60,69,78],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,79,95],tcp:[112,119],tear:108,technic:33,techniqu:[21,106],technolog:47,tee:113,tell:[33,37,38,60,78],templat:[48,78,79,102,103,113,114,127],tempor:8,temporari:[18,41,43,63,67,128],tensor:[21,30,32,46,47,49,51,53,56,59,60,70,71,77,80,81,102,109],tensor_array_read:80,tensor_array_s:80,tensor_array_stack:80,tensor_array_unstack:80,tensor_array_writ:80,tensor_data:56,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarraydesc:80,tensordesc:[56,77],tensorflow:[31,47,49,52,69,70,74,80],term:[8,9,33,73,74],termin:113,tessorarrai:80,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,58,63,68,71,75,93,100,101,102,103,108,109,110,115,119,121,130,131],test_:102,test_all_data_in_one_period:113,test_check_grad_ingore_i:102,test_check_grad_ingore_x:102,test_check_grad_norm:102,test_check_output:102,test_compar:82,test_comparespars:82,test_comparetwonet:82,test_comparetwoopt:82,test_config_pars:82,test_data:4,test_data_dir:110,test_fcgrad:101,test_gpuprofil:108,test_layergrad:101,test_list:[2,87],test_mkldnn:55,test_mklpack:54,test_mul_op:[88,102],test_networkcompar:82,test_pass:[118,119,121],test_period:[118,119,121],test_predict:82,test_pydataprovid:82,test_pydataprovider2:82,test_pydataproviderwrapp:82,test_recurrent_machine_gener:82,test_recurrentgradientmachin:[82,95],test_swig_api:82,test_train:82,test_traineronepass:82,test_wait:[118,119],testa:29,testb:29,testbilinearfwdbwd:108,testconfig:101,testfcgrad:101,testfclay:101,testlayergrad:101,testmulop:102,testq:29,testresult:28,testutil:101,text1:45,text:[2,7,9,13,29,56,59,112,129],text_conv:131,text_fil:13,tflop:108,tftp:127,tgz:[14,91],than:[6,7,8,9,21,33,41,47,48,49,67,72,74,80,87,112,127],the_step:47,theano:47,thei:[8,18,20,26,29,32,33,38,40,45,47,49,50,60,61,67,70,71,72,78,80,81,108,112],them:[7,8,9,15,21,29,30,32,33,36,41,47,48,53,60,68,70,72,73,76,77,78,80,81,108,112],themselv:32,theori:47,therefor:63,therein:[8,31],theta:49,theta_d:49,theta_g:49,thi:[2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,43,46,47,48,49,50,51,59,60,61,62,63,64,65,67,68,69,70,71,72,73,74,77,78,79,80,91,106,108,109,112,127],thin:53,thing:[2,49,69,72,79],think:[29,32],third:[8,33,51,106],third_parti:[8,55,123,124,125],those:[8,31,32,33,48,50,51,52,65],though:[80,127],thought:32,thread:[106,108],thread_local_rand_use_global_se:[118,119],threadblocks:25,threadid:121,threadloc:108,three:[7,8,30,33,42,46,47,50,60,61,64,65,68,79,130],threshold:[6,7,8,33,37,119],through:[8,21,32,33,37,39,42,61,63,71,104,109],throughout:43,throughput:108,thrust:72,thu:[8,21,40,42,51,112,128],tier:113,time:[8,9,11,13,21,28,29,30,32,33,37,40,47,48,53,54,59,60,62,67,68,69,70,72,73,77,78,80,81,95,106,107,108,113,114,119,127],timelin:[8,72],timeo:112,timeout:[33,37],timeout_sec:13,timer:108,timestamp:[8,34],timestep:[8,76],titl:[14,114],tls:44,tmp:[2,67],to_chw:15,to_no_sequ:[8,94],to_sequ:[8,94,95],to_tar:28,to_your_paddle_clone_path:104,todo:[7,13,14,31,33,37,40,60,78],toend:8,togeth:[8,9,13,28,80],token:[7,8,29,98],toler:[28,30],too:[14,30,80],took:127,tool:[104,106,112,114,123,125],toolchain:[106,123],top:[7,21,28,59,60,130],top_k:[7,21,60],top_level_rnn:59,topk_generated_scor:60,topk_id:60,topk_scor:60,toplevel:99,topolog:[29,33,51,56,64,69,71],topoloi:51,topolopi:28,torch:[31,47],toronto:14,tostr:87,total:[21,28,33,42,62,68,70,106,108,113,127],total_pass:68,tottim:[106,107],trace:[31,49],track:[33,37,51,67,100],tractabl:8,tradit:[8,31,46],traffic:69,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,54,56,62,63,64,65,66,71,72,74,77,79,81,83,85,89,92,98,110,111,113,114,115,116,117,119,121,129,130,131],train_arg:114,train_args_dict:114,train_args_list:114,train_conf:129,train_config_dir:[112,114],train_data:110,train_data_dir:110,train_i:92,train_id:112,train_list:[2,87,110,130],train_loop:47,train_read:92,train_x:92,trainabl:[8,56,67],trainer:[2,4,29,34,35,36,37,39,47,54,55,63,64,69,70,72,92,101,110,114,119,121],trainer_config:[1,2,4,112,113,114,131],trainer_config_help:[2,101],trainer_count:[85,93,110,112,113,114,118,119,121],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[110,112,114,119],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerconfighelp:87,trainerid:[40,114],trainerintern:131,trainonebatch:36,tran:101,transact:[33,37],transform:[8,9,15,21,72],transform_param_attr:9,transformed_st:9,translat:[8,9,47,85,129],translation_id:60,translation_scor:60,transpar:60,transpil:47,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:50,travi:100,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,67,109,114,125],trg_dic_siz:60,trg_embed:[60,98],trick:60,tricki:57,trigger:[40,64],trim:8,trivial:[60,80],true_block:[31,52,65],true_imag:68,true_label:68,true_neg:42,true_posit:42,true_read:68,truth:[7,8],tune:[6,106,107,118],tupl:[8,9,13,14,15,18,21,28,67,68],ture:8,turn:[8,21,67,68,97],tutori:[106,112,114,115,116,117,128,129],twice:[49,70],twine:75,two:[7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,56,60,63,65,68,69,71,72,73,74,76,77,78,80,81,102,103,108,112],txt:[2,32,41,45,54,55,101,104,110,112,115,131],type:[2,7,8,9,11,13,14,18,21,29,31,33,36,37,40,41,44,45,46,53,56,57,58,59,60,65,66,67,68,72,73,74,77,78,81,92,93,95,98,101,102,103,112,113,121,130,131],type_nam:78,typedef:[38,46,57,58,79],typeid:78,typenam:[48,78,79,102,103],typic:[7,69],ubuntu:[75,91,93,106],ubyt:68,uci:14,uci_h:93,ufldl:8,uid:113,uint16_t:46,uint32:[44,56],uint64:[56,57],uint64_t:57,unawar:38,unclear:40,under:[32,37,62,70,112],underli:60,understand:[20,47,67,106,127],understand_senti:98,undeterminist:108,unidirect:8,unifi:[43,51,77],uniform:[6,8,13,20,35,49,67,68],uniform_random:67,uninstal:82,uniqu:[29,31,33,40,41,67,76,112],unique_nam:67,unique_name_gener:67,unique_ptr:[73,76,79,101],unit:[8,9,21,32,63,74,79],unittest:[58,82,102],unk:[77,81,129],unknown:[8,21],unlik:[8,60],unordered_map:76,unpack:80,unrol:59,unseen:74,unseg:8,unsign:[38,46],unstack:80,unstack_from:80,unsupervis:49,unsupport:102,until:[33,38,47,70,76,112,114],untrack:100,unzip:123,updat:[6,8,10,23,33,37,38,44,46,49,59,60,61,62,63,64,69,76,80,100,106,107,121],update_equ:[28,92],update_hook:6,update_memori:31,update_op:61,updatecallback:101,updatestack:112,upgrad:[62,82,91,128],upload:[33,41,44,75],upon:33,upper:8,upstream:[82,100],uri:112,url:[13,14],usag:[7,8,9,15,28,46,52,64,110,111,114],use:[6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,60,61,62,64,67,69,70,71,76,77,78,80,81,100,102,106,108,110,112,114,130],use_eigen_bla:123,use_eigen_for_bla:[123,124],use_etcd:28,use_global_stat:8,use_gpu:[4,85,92,93,110,113,114,118,119,121,130,131],use_mkl_pack:54,use_mkldnn:[8,55],use_nesterov:23,use_old_updat:[36,118,119],use_peephol:21,use_sparse_remote_updat:36,used:[2,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,59,60,63,64,67,68,69,71,72,74,76,78,79,80,106,108,112],useful:[8,9,30,46,76],usegpu:101,user:[6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,60,61,62,63,67,68,69,70,71,72,73,74,76,78,79,80,106,112,127],user_id:114,user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:[35,100,123],uses:[8,33,40,46,59,60,64,69,79,112],using:[6,8,9,13,21,28,29,31,32,33,37,38,40,41,43,45,46,47,48,49,51,53,59,61,63,65,68,69,73,74,76,78,79,93,102,112,128],usr:[82,88,89,110,112,114,119],usrdict:129,usrmodel:129,usual:[8,28,41,65,74,79,106,108,112],util:[54,55,62,108,114,127],uuid:[34,40],v7a:123,v8a:123,valgrind:107,valid:[8,15,68,72,76,112],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,55,56,59,60,61,63,64,65,67,69,71,72,76,77,78,80,81,85,101,112,114,121,123,130,131],value1:119,value2:119,value_:77,value_evalu:7,value_rang:13,valueerror:[21,51,85],values_:80,vanilla:98,varabl:70,vardesc:[31,50,65,67,72,77],vardescbuild:31,vari:112,variabl:[10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,59,60,61,63,65,66,69,70,71,73,74,77,78,80,106,109,112,113],variablenamemap:102,varialbl:49,varianc:8,variant:[8,53,79,80],varibl:51,varienc:80,varient:80,variou:[31,46,74],varproto:78,vars_:[31,76],vartyp:[21,77,81],vartypeinfer:53,vec1:8,vec2:8,vec:87,veclib:124,vector:[8,9,13,14,21,29,31,36,38,51,52,59,60,67,72,73,77,80,131],veloc:23,vendor:32,verb:14,verbos:45,veri:[8,11,32,37,43,47,48,49,60,64,68,70,74,76,79,80,106],verifi:31,version:[8,9,32,41,45,47,49,51,52,56,60,69,75,100,106,108,110,112,118,119,124],versu:29,vertic:8,vgg:[9,22],via:[33,100,112,127],view:[8,56],vim:89,virtual:[53,73,79],virtualenv:99,visibl:[40,76],visit:28,visual:[8,60],vlog:36,volum:[104,113,114],volumemount:[112,113,114],volumn:112,vutbr:14,wai:[7,9,29,38,40,43,47,60,63,67,68,71,74,80],wait:[33,38,114],wangkuiyi:32,want:[2,8,29,41,42,49,63,66,68,71,74,76,79,80,106],warn:[28,45,82,87,114],warp:8,warpctc:8,wast:62,watch:33,wbia:[112,130],weav:47,web:106,weight:[7,8,9,10,20,21,26,54,56,74,101,130],weight_act:9,weightlist:101,weights_:101,weights_t:101,welcom:32,well:[41,47,48,49,69,71,74,77,112],were:[7,32,47],west:112,wget:123,what:[6,8,32,47,49,60,67,69,70,78,100,106,127],wheel:91,when:[2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,60,62,63,64,65,67,69,70,72,79,80,106,108,112,127],whenev:67,where:[8,9,10,20,21,29,31,33,40,47,50,59,60,63,65,69,72,74,80,106,109],wherea:[31,37,48,52,79],whether:[7,8,13,15,21,28,30,31,43,68,77,80],which:[6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,56,59,60,61,62,64,65,66,67,68,69,70,71,72,73,76,77,78,80,92,106,107,112,127],while_loop:[60,80],whileloop:80,whileop:31,whl:[88,91],who:[48,50,62,67],whoever:38,whole:[2,7,13,49,52,57,58,59,62,66,78,112,127],whose:[8,13,30,33,40,59,72,73,78,80],why:[9,30,58,108],wide:[32,49,111,115],width:[7,8,13,15,36,57,68,87,101,102],wiki:[8,32,110],wikipedia:[8,14,110],wilder:2,window:[8,11,14,63,99],wirt:51,wise:[8,15,70,72],with_avx:[88,100,110,123,124],with_bia:78,with_c_api:[88,123,124,125],with_doc:88,with_doubl:[88,101,110],with_dso:88,with_golang:88,with_gpu:[88,99,100,110,123,124],with_mkl:[54,55,88],with_mkldnn:55,with_mklml:55,with_profil:108,with_python:[88,110,123,124],with_rdma:[110,123,124],with_style_check:[88,100],with_swig_pi:[88,123,124],with_test:[88,100,102],with_tim:[108,110],within:[8,37,47],without:[7,8,23,33,38,67,68,70,72,106],wloop:80,wmt14:98,wmt_shrinked_data:14,won:95,wonder:2,word2vec:[41,85,110,111],word:[2,7,8,14,50,53,59,60,70,72,78,80,85,95,97,131],word_dict:[95,110,115,131],word_dim:[87,95,131],word_id:[2,85],word_idx:14,word_vector_dim:[8,60,98,129],words_freq_sort:14,work:[8,13,21,29,31,32,33,43,46,47,61,63,67,69,89,95,100,104,106,112,113,114,127],worker:[70,81,112],workercount:112,workflow:[72,112],workspac:[110,111],worth:109,would:[28,31,32,33,40,47,48,49,50,61,63,64,67,68,69,70,77,80,106,112,127],wouldn:[47,50],wrap:[47,48,49,62,127],wrapper:[9,32,48,62,63,69,73,80,108],write:[13,21,29,33,40,46,47,48,51,53,61,63,67,68,69,70,72,73,79,80,87,112],write_lock:34,writer:[29,67],written:[25,31,43,49,56,63,72,73,77,106],wrong:68,wrote:[51,70],wsize:112,www:14,x64:125,x86:[123,124],x86_64:[123,124],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,82,89,101,115],xavier:20,xavieriniti:21,xcode:124,xcodebuild:124,xgbe0:119,xgbe1:119,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,68,92,93,101],xxx:[29,80,130],xxxx:34,xxxxxxxxx:112,xxxxxxxxxx:112,xxxxxxxxxxxxx:112,xxxxxxxxxxxxxxxxxxx:112,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[92,93,109],yaml:[32,111,112,113,114,115,127],yancey1989:41,yann:14,yapf:100,year:47,yeild:28,yep:[106,107],yet:[47,127],yield:[2,13,29,35,68,85,92,95],yoshua:20,you:[2,6,8,9,13,28,30,41,46,76,106,112,127,130],your:[8,13,28,29,32,36,41,45,72,82,112,123,124,125,127],your_access_key_id:112,your_param_nam:87,your_repo:114,your_secrete_access_kei:112,your_source_root:58,yuang:47,yuyang18:[13,14],yuyang:[106,107],z_dim:49,z_size:49,zero:[6,8,9,10,13,14,18,30,33,49,60,64,67,77,112,119],zhang:20,zip:[14,67,114,123],zone:112,zoo:129,zxvf:112},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","TheIfElseOperator","Design Doc: InferVarType","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ ClassParameters","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","<no title>","<no title>","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey","<no title>","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","Model Zoo - ImageNet","\u5feb\u901f\u5165\u95e8\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":114,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":129,"\u4e0b\u8f7d\u6570\u636e":113,"\u4e0d\u4f7f\u7528":57,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":57,"\u4e0d\u540c\u7684":86,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":57,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":57,"\u4e24\u79cd\u4f7f\u7528":86,"\u4e2d\u6587\u5b57\u5178":129,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":129,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":129,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":129,"\u4e3a\u4ec0\u4e48\u8981":99,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":108,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":108,"\u4ec5\u4ec5\u4f7f\u7528void":57,"\u4ecb\u7ecd":[129,130],"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4ece\u6e90\u7801\u7f16\u8bd1":88,"\u4ee3\u7801\u8981\u6c42":100,"\u4f18\u5316\u7b97\u6cd5":131,"\u4f7f\u7528":[100,113],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":110,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":57,"\u4f7f\u7528\u6848\u4f8b":121,"\u4f7f\u7528\u6982\u8ff0":131,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":121,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":114,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":129,"\u4f7f\u7528\u8bf4\u660e":105,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":89,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":89,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":89,"\u4f7f\u7528docker\u6784\u5efa":104,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":111,"\u4f7f\u7528paddlepaddl":104,"\u4f7f\u7528pip\u5b89\u88c5":91,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":100,"\u4fee\u6539\u542f\u52a8\u811a\u672c":113,"\u4fee\u6539\u6587\u6863":104,"\u514b\u9686":100,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":58,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":108,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":101,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":111,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[123,124],"\u51c6\u5907\u6570\u636e\u96c6":110,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":114,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":110,"\u51c6\u5907openmpi\u96c6\u7fa4":115,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":85,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":85,"\u51fa\u73b0":86,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u5e03\u5f0f\u8bad\u7ec3":110,"\u5206\u652f\u89c4\u8303":75,"\u521b\u5efa\u672c\u5730\u5206\u652f":100,"\u521b\u5efajob":114,"\u521b\u5efapaddlepaddl":113,"\u5220\u9664\u672c\u5730\u5206\u652f":100,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":100,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":85,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":100,"\u5236\u4f5c\u955c\u50cf":114,"\u5236\u4f5cdocker\u955c\u50cf":113,"\u524d\u5411operator\u5355\u6d4b":102,"\u52a0\u8f7dpaddlepaddl":92,"\u52a0\u901f\u6267\u884c":34,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":85,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":57,"\u52a8\u6001\u6269\u5bb9":34,"\u5355\u5143\u6d4b\u8bd5":119,"\u5355\u53cc\u5c42rnn":95,"\u5377\u79ef\u6a21\u578b":131,"\u539f\u56e0":57,"\u539f\u56e0\u5217\u8868":57,"\u53c2\u6570\u4fe1\u606f":130,"\u53c2\u6570\u5185\u5b58":85,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":119,"\u53c2\u6570\u6982\u8ff0":118,"\u53c2\u6570\u8bbe\u7f6e":87,"\u53c2\u6570\u8bfb\u53d6":130,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":44,"\u53c2\u8003\u8d44\u6599":108,"\u53cc\u5c42rnn":95,"\u53cc\u5c42rnn\u4ecb\u7ecd":97,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":97,"\u53cd\u5411operator\u5355\u6d4b":102,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":99,"\u53ef\u9009\u529f\u80fd":129,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":91,"\u540d\u8bcd\u89e3\u91ca":44,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":131,"\u5411\u91cf":119,"\u542f\u52a8\u4efb\u52a1":114,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":110,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":110,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":110,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[111,115],"\u5440":99,"\u547d\u4ee4\u884c\u53c2\u6570":131,"\u548c":94,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":121,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":110,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":89,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":115,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":103,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":129,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":123,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":123,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":92,"\u57fa\u672c\u539f\u7406":97,"\u57fa\u672c\u8981\u6c42":57,"\u5982\u4f55\u4e66\u5199\u6587\u6863":104,"\u5982\u4f55\u4f7f\u7528":86,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":87,"\u5982\u4f55\u5199\u65b0\u7684oper":102,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":85,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":87,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":87,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":85,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":87,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":85,"\u5982\u4f55\u66f4\u65b0www":104,"\u5982\u4f55\u6784\u5efa\u6587\u6863":104,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":87,"\u5982\u4f55\u8c03\u7528":85,"\u5982\u4f55\u8d21\u732e":104,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":100,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":108,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":87,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":95,"\u5b50\u5e8f\u5217\u95f4\u6709memori":95,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":87,"\u5b89\u88c5":[91,131],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":90,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":125,"\u5b89\u88c5\u6d41\u7a0b":90,"\u5b9a\u4e49operator\u7c7b":102,"\u5b9a\u4e49opkernel\u7c7b":102,"\u5b9a\u4e49protomaker\u7c7b":102,"\u5b9e\u73b0":57,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":102,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":101,"\u5b9e\u73b0\u65b9\u5f0f":58,"\u5b9e\u73b0\u8ba1\u7b97":103,"\u5b9e\u73b0c":[101,102],"\u5b9e\u73b0python\u5c01\u88c5":101,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":107,"\u5bfc\u51fac":57,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":121,"\u5c0f\u7ed3":2,"\u5de5\u5177":108,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":91,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":90,"\u5e76\u5b8c\u6210":100,"\u5efa\u7acb":100,"\u5f00\u53d1\u6807\u51c6":105,"\u5f00\u59cb\u5f00\u53d1":100,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":119,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":131,"\u5feb\u901f\u5b89\u88c5":93,"\u5feb\u901f\u5f00\u59cb":93,"\u6027\u80fd\u4f18\u5316":105,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":108,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":108,"\u6027\u80fd\u8c03\u4f18":119,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":131,"\u603b\u4f53\u6d41\u7a0b":99,"\u6216\u8005\u662f":82,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":88,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":82,"\u62a5importerror":82,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":57,"\u63a5\u53e3":130,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":85,"\u63a8\u5bfc\u65b9\u7a0b":101,"\u63a8\u6d4b\u6267\u884c":34,"\u63d0\u4ea4":100,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":100,"\u63d0\u4ea4\u955c\u50cf":113,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":92,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":94,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6570\u636e\u652f\u6301":119,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":131,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":129,"\u6574\u4f53\u65b9\u6848":114,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u6587\u6863":122,"\u65b0\u624b\u5165\u95e8":93,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":83,"\u65f6\u5e8f\u6a21\u578b":131,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":95,"\u65f6\u95f4\u6b65":95,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":58,"\u672c\u5730\u6d4b\u8bd5":121,"\u672c\u5730\u8bad\u7ec3":121,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":85,"\u672f\u8bed":34,"\u6784\u5efa\u548c\u6d4b\u8bd5":100,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":123,"\u67b6\u6784\u56fe":44,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":107,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":113,"\u67e5\u770b\u8f93\u51fa":114,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":44,"\u6848\u4f8b\u4e00":121,"\u6848\u4f8b\u4e8c":121,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":111,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":111,"\u6982\u5ff5\u7b80\u4ecb":102,"\u6982\u5ff5\u89e3\u91ca":35,"\u6982\u8ff0":[94,97,110],"\u6a21\u5757":44,"\u6a21\u578b":130,"\u6a21\u578b\u4e0b\u8f7d":130,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":58,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":131,"\u6a21\u578b\u914d\u7f6e":[86,95,105],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":95,"\u6ce8\u518coper":102,"\u6ce8\u610f\u4e8b\u9879":[2,102],"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u6d4b\u8bd5":119,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":107,"\u7279\u5f81\u63d0\u53d6":130,"\u73af\u5883\u51c6\u5907":110,"\u751f\u6210\u5e8f\u5217":98,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":107,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":97,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":99,"\u7684\u533a\u522b":86,"\u7684\u53c2\u6570":86,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":86,"\u76ee\u5f55\u7ed3\u6784":58,"\u76ee\u6807":44,"\u76f4\u63a5\u6784\u5efa":104,"\u76f8\u5173\u6982\u5ff5":97,"\u77e9\u9635":119,"\u793a\u4f8b1":95,"\u793a\u4f8b2":95,"\u793a\u4f8b3":95,"\u793a\u4f8b4":95,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":85,"\u7a00\u758f\u8bad\u7ec3":121,"\u7b26\u53f7":57,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":98,"\u7c7b":[57,101,102],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":92,"\u7ec6\u8282\u63cf\u8ff0":119,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":111,"\u7ed1\u5b9apython":102,"\u7f16\u5199yaml\u6587\u4ef6":113,"\u7f16\u8bd1":102,"\u7f16\u8bd1\u4f9d\u8d56":88,"\u7f16\u8bd1\u548c\u5b89\u88c5":[123,124,125],"\u7f16\u8bd1\u548c\u6267\u884c":102,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":82,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":82,"\u7f16\u8bd1\u65b9\u6cd5":88,"\u7f16\u8bd1\u6d41\u7a0b":90,"\u7f16\u8bd1\u9009\u9879":[58,88],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":88,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":88,"\u7f16\u8bd1paddlepaddl":123,"\u7f29\u5bb9":34,"\u7f51\u7edc\u53ef\u89c6\u5316":130,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":57,"\u80cc\u666f":57,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":119,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":89,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u89c2\u6d4b\u8bcd\u5411\u91cf":129,"\u8bad\u7ec3":119,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":85,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8bad\u7ec3\u6a21\u578b":[92,131],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":97,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":85,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":120,"\u8bcd\u5411\u91cf\u6a21\u578b":131,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":129,"\u8bcd\u6c47\u8868":95,"\u8be6\u7ec6\u6559\u7a0b":108,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":95,"\u8f6c\u6362\u5e93":35,"\u8f93\u5165":97,"\u8f93\u5165\u4e0d\u7b49\u957f":95,"\u8f93\u5165\u793a\u4f8b":97,"\u8f93\u51fa":97,"\u8f93\u51fa\u65e5\u5fd7":131,"\u8fd0\u884c\u5bb9\u5668":113,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":91,"\u8fd0\u884cdocker":82,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":57,"\u8fdb\u884c\u8bad\u7ec3":[35,113],"\u8fdb\u9636\u6307\u5357":105,"\u901a\u7528":119,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":131,"\u9047\u5230":82,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":131,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[123,124,125],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":98,"\u914d\u7f6e\u7f51\u7edc":92,"\u94a9\u5b50":100,"\u9519\u8bef\u600e\u4e48\u529e":86,"\u9644\u5f55":131,"\u968f\u673a\u6570":119,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":83,"\u96c6\u7fa4\u8bad\u7ec3":121,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":83,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":99,"\u975e\u6cd5\u6307\u4ee4":82,"\u9884\u6d4b":[130,131],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[62,69,70,71,127],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":123,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":95,"api\u5e93":123,"beam_search\u7684\u751f\u6210":95,"book\u4e2d\u6240\u6709\u7ae0\u8282":75,"book\u6559\u7a0b":89,"class":[49,64,67],"cmake\u6e90\u7801\u7f16\u8bd1":82,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":44,"float":85,"function":[32,48,49,67],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":121,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":108,"gpu\u955c\u50cf\u51fa\u73b0":82,"group\u6559\u7a0b":97,"import":82,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":124,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"kubernetes\u5355\u673a\u8bad\u7ec3":113,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":79,"org\u5de5\u5177":104,"paddle\u52a8\u6001\u5e93\u4e2d":57,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":57,"paddle\u7248\u672c\u53f7\u4e3a0":82,"paddlepaddle\u53d1\u884c\u89c4\u8303":75,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":75,"paddlepaddle\u73af\u5883\u4f9d\u8d56":91,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":88,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":125,"pod\u95f4\u901a\u4fe1":114,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":107,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":107,"python\u63a5\u53e3":130,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":82,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":131,"return":68,"rnn\u76f8\u5173\u6a21\u578b":96,"rnn\u914d\u7f6e":98,"switch":79,"tensor\u4f7f\u7528\u6837\u4f8b":103,"tensor\u5230eigentensor\u7684\u8f6c\u6362":103,"tensor\u6a21\u5757":103,AWS:112,Abs:5,DNS:112,EFS:112,For:32,KMS:112,The:[31,38,43,47,49,50,52,53,61,64,72,73],Use:[31,65],Using:[32,38],With:41,about:49,absolut:60,access:112,account:112,accuraci:21,action:[54,55],activ:[5,8,55],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:112,address:112,addto:8,advanc:79,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,59,66,69],all:[76,80],analysi:69,anneal:87,api:[0,3,54,55,58,61,63,67,74,78],appendix:127,applic:3,arbitrari:47,architectur:69,argument:[45,68],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:112,assign:21,associ:[76,112],assumpt:127,async:119,attent:98,attribut:[6,74],auc:7,auto:30,averag:63,avg:11,aws:112,backgraound:30,background:[54,70,71,79,80,81],backward:[47,50,72],base:[41,60,70],basepool:11,basic:[79,127],batch:68,batch_norm:[8,21],batch_siz:68,beam:60,beam_search:8,beam_search_decod:21,becaus:87,benchmark:[54,55],benefit:[70,72],between:[29,67,72,78,79],bidirectional_gru:9,bidirectional_lstm:9,big:87,bilinear_interp:8,binari:31,bla:88,block:[31,49,50,65,67,72],block_expand:8,blockdesc:65,bootstrap:127,bottleneck:106,brelu:5,bring:127,bucket:112,build:[49,72],cach:2,can:76,capi:58,capi_priv:58,cast:21,challeng:[66,70],chang:60,check:[8,30],checker:30,checkpoint:[33,34,40],choos:[32,112],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,clone:100,close:30,cloudform:112,cluster:[39,112,127],cmake:[32,54,55],code:[41,67,106,109],column_sum:7,commit:100,compar:127,comparis:67,compat:47,compil:[31,46,47,65,72,109],complet:47,compos:68,comput:[31,50,72,74],con:127,concat:[8,21],concept:[67,72,112],concern:55,conclus:[40,51,127],condit:49,config:3,configur:[27,112],conll05:14,connect:8,constantiniti:20,construct:50,content:[2,54,55,58,82,83,85,86,87,94,108,112],context_project:8,control:72,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,69,70],core:[30,67,112],cos_sim:[8,21],cost:8,creat:[68,71,72,76,112],create_arrai:21,creation:[37,63,74],creator:68,credenti:112,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,82,88],cudnn:88,cudnnavg:11,cudnnmax:11,current:[46,73],custom:68,data:[8,12,13,21,33,68,69,112],datafeed:[13,17],dataprovid:[3,119],dataset:[12,14,33,37],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:60,decor:68,deep:[31,47],defin:112,definit:81,delet:112,demo:[49,112],dens:40,depend:49,deploi:41,describ:[47,61],descript:[45,72],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,54,55,56,59,60,61,62,64,65,67,68,69,70,71,72,73,76,77,79,80],destroi:[76,112],detail:36,detect:[7,8],detection_map:7,detection_output:8,develop:72,devic:79,devicecontext:79,dictionari:68,differ:[72,79],directori:112,discrimin:49,discuss:[49,70],dispatch:[33,37],distribut:[29,33,36,41,69,112],dnn:55,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,54,55,56,62,64,65,67,68,69,70,71,72,73,77,79],docker:[41,99],doe:68,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:112,download:112,driver:82,drop_out:86,dropout:[8,21],duplic:86,dure:[60,68],dylib:58,dynam:[33,80],dynamic_lstm:21,dynet:51,ec2:112,eigen:103,elast:112,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21],engin:49,enough:30,entri:68,environ:41,eos:8,eval:69,evalu:[7,18,42],event:[28,29],evolut:47,examin:106,exampl:[29,32,52,58,71],except:85,execut:[31,47,65,72],executor:[19,43],exp:5,expand:[8,94],expandlevel:8,explain:30,extern:112,factor:8,factorization_machin:8,faq:84,fault:33,file:[31,106,112],fill_const:21,fill_constant_batch_size_lik:21,find:112,first_seq:[8,94],float16:46,fluid:[16,47,62,109],fork:100,format:[31,33,56],forward:50,frame:31,framework:[30,103],from:[29,40,78],full_matrix_project:8,fulli:8,functor:79,futur:47,gan:49,gate:98,gated_unit:8,gener:[49,60,106,127],get_output:8,give:68,global:[65,67],gpu:119,gradient:[30,38,55,73],gradient_print:7,graident:30,graph:[50,51,70,72,74],group:[8,112],gru:[9,119],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,57],happen:40,hardwar:46,helper:67,hierarchi:31,high:[61,63,74,78],how:[30,36,63,68,72,79],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:112,ident:5,identifi:106,identity_project:8,ifels:52,ifelseop:31,illeg:82,imag:[8,9,15,41],imagenet:130,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,56,59,62,63,67,68,72,73,74],increment:21,infer:[28,85],infershap:[65,77],infervartyp:53,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,112],input_typ:2,insid:76,inspect:112,instal:[112,127],instanc:112,instead:68,instruct:82,insuffici:82,integr:[79,112],intel:[54,55],interact:78,interfac:[12,13,15,30,33,38,39,43,61,68,71,76],intermedi:72,interpol:8,introduc:[60,80],introduct:74,isn:68,issu:[46,100],job:[33,41,112,113],join:8,kei:[54,112],kernel:72,kmax_sequence_scor:8,kube:112,kubectl:112,kubernet:[41,112,113],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:[8,94],layer:[8,21,29,48,54,55,67,86],learn:[31,47,87],learnabl:8,less_than:21,leval:78,level:[61,63,74,78],libpaddle_capi_shar:58,libpaddle_capi_whol:58,librari:[38,46,72,79],limit:69,linear:5,linear_chain_crf:21,linear_comb:8,list:[34,68],local:[69,71,76,112],lod:60,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[59,60,80],lodtensordesc:81,log:5,logic:37,look:106,low:[63,74,78],lstm:[9,119],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,60],macro:72,main:49,manag:32,map:[68,72],master:[33,37,41],math:[8,79],mathemat:30,matrix:55,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,59,79,86,95,97],merge_lod_tensor:21,messag:[78,87],method:60,might:49,migrat:72,mileston:72,mini:68,minibatch:13,misc:8,mix:8,mkl:[54,55],mnist:14,mobil:126,model:[3,27,29,36,38,40,47,49,56,60,98,130],modul:[72,79,82],momentum:10,momentumoptim:23,more:49,motiv:[43,56,62,66],movielen:14,msrainiti:20,mul:21,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:68,multiplex:8,mxnet:51,name:[76,82,86,112],nccl:62,nce:8,necess:67,necessari:72,need:68,nest:59,net:22,network:[9,72,98],neural:98,nlp:[9,119],norm:[8,74],normaliniti:20,note:30,numer:30,numpi:30,nvprof:108,nvvp:108,object:33,offset:60,ones:21,onli:[68,76],op_mak:72,oper:[48,52,63,65,67,70,72,73,77,80],opinfomap:72,opkernel:[72,79],opproto:78,ops:74,optim:[10,23,33,38,50,61,67],option:45,opwithkernel:72,order:45,org:104,origin:72,orthogon:76,other:55,out_prod:8,output:[8,112],overview:[40,43,54,55,72,76,109],pack:[54,60],packag:32,pad:8,paddl:[36,62,68,76,82,86,103],paddlejob:41,paddlepaddl:[29,31,47,54,55,63,65,69,74,75,82,104,109,112,122],pair:112,paradigm:47,parallel_nn:121,paramattr:24,paramet:[6,8,28,29,33,38,39,41,55,63,64,67,70,74,112],parameteraverageoptim:63,parent:76,part:50,partit:38,path:[40,45],penalti:74,perform:[63,106,119],persist:37,pfsclient:[44,45],pfsserver:44,place:79,placement:69,platform:82,pnpair:7,point:[54,85,112],pool2d:21,pool:[8,11,94],pose:[53,73],power:8,pre:100,precision_recal:7,prefetch:68,prelu:8,prepar:112,print:7,privat:112,pro:127,problem:[42,53,61,73],procedur:127,process:[33,38,41,61,72],profil:[25,106],program:[31,47,65,67],programdesc:65,project:32,propos:[53,73,74],protobuf:77,protocol:87,provid:[2,68],prune:66,pserver:40,pull:100,push:100,python:[30,41,54,55,59,61,63,67,68,69,74,78,81,106],qualiti:72,queue:[33,37],rank:7,rank_cost:8,raspberri:125,rate:87,reader:[12,13,29,68],realiz:72,recoveri:33,recurr:[8,9,86,97,98],recurrent_group:8,ref:30,refactor:72,refer:[2,54,55,69,70],region:112,regist:[53,72,78],registr:[72,73],registri:72,regular:[26,38,74],reject:87,rel:60,relat:[72,80],relu:5,remot:[39,71],render:112,repeat:8,represent:[31,72],request:100,requir:[32,49],reshap:[8,21],resiz:8,resnet:130,retri:37,reus:67,rmsprop:10,rnn:[59,80,95,119],rnnop:[31,59,72],roi_pool:8,rotat:8,route53:112,row:77,row_conv:8,row_l2_norm:8,run:[43,109],runtim:[41,69],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,59,72,76],search:60,secur:112,select:[38,77],selectedrow:77,selective_fc:8,sentiment:14,separ:72,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[60,98],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,server:[33,37,38,41,70,112],servic:112,session:[69,71],setup:112,sextant:127,sgd:119,sgdoptim:23,shape:60,share:[29,76],should:76,shrink_memori:21,shuffl:68,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:60,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:68,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,66,73],sourc:109,spars:[38,39,40,77],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,stanh:5,start:[29,112],statement:42,step:59,storag:74,store:33,sub_nested_seq:8,subcommond:45,submit:41,suffici:68,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:56,support:[46,62,79,80,82],survei:[46,51,74,127],synopsi:45,system:[47,112],tabl:58,table_project:8,tanh:5,task:[33,37],tear:112,tecton:127,templat:112,tensor:[8,72,79,103],tensorarrai:[60,80],tensordesc:81,tensorflow:51,test:[54,55],text_conv_pool:9,theori:30,thi:[76,82],think:49,three:80,time:109,timelin:40,todo:[34,35],togeth:76,toler:33,too:87,tool:[32,127],topic:79,topk:21,toward:47,train:[28,29,33,36,39,41,61,68,69,112],trainer:[28,33,38,40,41,112],tran:8,trans_full_matrix_project:8,translat:60,transpil:62,transpos:21,tune:119,ture:47,two:30,uci_h:14,uniform:80,uniforminiti:20,unit:[54,55],unpack:60,updat:[29,39,40,112],usag:[59,60,68],use:[36,68],user:33,util:7,value_print:7,vardesc:81,variabl:[67,72,76,81],verifi:112,version:[46,82],vgg_16_network:9,volum:112,vpc:112,warp_ctc:8,weightdecayregular:26,what:[36,40],wheel:82,when:[40,76],whl:82,why:[46,47,63,68,72,80],wmt14:14,xavieriniti:20,zero:21,zoo:130}}) \ No newline at end of file