Search.setIndex({docnames:["api/index_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/io","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","build_and_install/build_cn","build_and_install/build_from_source_cn","build_and_install/docker_install_cn","build_and_install/index_cn","build_and_install/pip_install_cn","design/api","design/auto_gradient_check","design/backward","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/concurrent_programming","design/csp","design/dist_refactor/distributed_architecture","design/dist_refactor/multi_cpu","design/dist_refactor/parameter_server","design/error_clip","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/fluid_compiler","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/kernel_hint_design","design/memory_optimization","design/mkl/mkl_packed","design/mkl/mkldnn","design/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/profiler","design/program","design/prune","design/python_api","design/reader/README","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/speech/deep_speech_2","design/support_new_device","design/switch","design/switch_kernel","design/tensor_array","design/var_desc","dev/contribute_to_paddle_cn","dev/index_cn","dev/new_layer_cn","dev/new_op_cn","dev/use_eigen_cn","dev/write_docs_cn","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/concepts/use_concepts_cn","getstarted/index_cn","getstarted/quickstart_cn","howto/capi/compile_paddle_lib_cn","howto/capi/index_cn","howto/capi/organization_of_the_inputs_cn","howto/capi/workflow_of_capi_cn","howto/cluster/cmd_argument_cn","howto/cluster/index_cn","howto/cluster/introduction_cn","howto/cluster/multi_cluster/fabric_cn","howto/cluster/multi_cluster/index_cn","howto/cluster/multi_cluster/k8s_aws_cn","howto/cluster/multi_cluster/k8s_cn","howto/cluster/multi_cluster/k8s_distributed_cn","howto/cluster/multi_cluster/openmpi_cn","howto/cluster/multi_cluster/src/k8s_data/README","howto/cluster/multi_cluster/src/k8s_train/README","howto/cluster/preparations_cn","howto/cmd_parameter/arguments_cn","howto/cmd_parameter/detail_introduction_cn","howto/cmd_parameter/index_cn","howto/cmd_parameter/use_case_cn","howto/index_cn","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/rnn/hierarchical_layer_cn","howto/rnn/hrnn_rnn_api_compare_cn","howto/rnn/index_cn","howto/rnn/recurrent_group_cn","howto/rnn/rnn_config_cn","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","survey/cluster_bootstrapping_tools"],envversion:50,filenames:["api/index_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/io.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","build_and_install/build_cn.md","build_and_install/build_from_source_cn.rst","build_and_install/docker_install_cn.rst","build_and_install/index_cn.rst","build_and_install/pip_install_cn.rst","design/api.md","design/auto_gradient_check.md","design/backward.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/concurrent_programming.md","design/csp.md","design/dist_refactor/distributed_architecture.md","design/dist_refactor/multi_cpu.md","design/dist_refactor/parameter_server.md","design/error_clip.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/fluid_compiler.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/kernel_hint_design.md","design/memory_optimization.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/profiler.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.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/speech/deep_speech_2.md","design/support_new_device.md","design/switch.md","design/switch_kernel.md","design/tensor_array.md","design/var_desc.md","dev/contribute_to_paddle_cn.md","dev/index_cn.rst","dev/new_layer_cn.rst","dev/new_op_cn.md","dev/use_eigen_cn.md","dev/write_docs_cn.rst","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/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","getstarted/quickstart_cn.rst","howto/capi/compile_paddle_lib_cn.md","howto/capi/index_cn.rst","howto/capi/organization_of_the_inputs_cn.md","howto/capi/workflow_of_capi_cn.md","howto/cluster/cmd_argument_cn.md","howto/cluster/index_cn.rst","howto/cluster/introduction_cn.md","howto/cluster/multi_cluster/fabric_cn.md","howto/cluster/multi_cluster/index_cn.rst","howto/cluster/multi_cluster/k8s_aws_cn.md","howto/cluster/multi_cluster/k8s_cn.md","howto/cluster/multi_cluster/k8s_distributed_cn.md","howto/cluster/multi_cluster/openmpi_cn.md","howto/cluster/multi_cluster/src/k8s_data/README.md","howto/cluster/multi_cluster/src/k8s_train/README.md","howto/cluster/preparations_cn.md","howto/cmd_parameter/arguments_cn.md","howto/cmd_parameter/detail_introduction_cn.md","howto/cmd_parameter/index_cn.rst","howto/cmd_parameter/use_case_cn.md","howto/index_cn.rst","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/rnn/hierarchical_layer_cn.rst","howto/rnn/hrnn_rnn_api_compare_cn.rst","howto/rnn/index_cn.rst","howto/rnn/recurrent_group_cn.md","howto/rnn/rnn_config_cn.rst","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","survey/cluster_bootstrapping_tools.md"],objects:{"paddle.v2":{image:[11,0,0,"-"]},"paddle.v2.image":{batch_images_from_tar:[11,1,1,""],center_crop:[11,1,1,""],left_right_flip:[11,1,1,""],load_and_transform:[11,1,1,""],load_image:[11,1,1,""],load_image_bytes:[11,1,1,""],random_crop:[11,1,1,""],resize_short:[11,1,1,""],simple_transform:[11,1,1,""],to_chw:[11,1,1,""]}},objnames:{"0":["py","module","Python \u6a21\u5757"],"1":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:module","1":"py:function"},terms:{"00m":134,"01org":103,"03m":134,"0424m":134,"0473v3":5,"04\u4ee5\u4e0a":30,"04\u4ee5\u53camaco":111,"055ee37d":121,"0630u":134,"06u":134,"0810u":134,"0957m":134,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":129,"0\u5c42\u5e8f\u5217":136,"0_cudnn5":27,"0_cudnn5_avx_mkl":[28,30],"0_cudnn7_avx_mkl":30,"0ab":4,"0rc1":87,"0rc2":87,"0x10f256d50":61,"0x7ffe4de00110":61,"100gi":121,"100m":106,"10g":44,"1150u":134,"11\u5b9e\u73b0\u4e86c":71,"11e6":122,"124n":134,"12\u4ee5\u4e0a":30,"12\u64cd\u4f5c\u7cfb\u7edf":103,"12gb":65,"13m":122,"1490u":134,"14\u7248\u672c\u4ee5\u4e0a\u7684":144,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":131,"1550u":134,"15\u884c":137,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":108,"16u":134,"173n":134,"1770u":134,"18ad":121,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":122,"197u":134,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":27,"1\u7684\u5c42\u4e4b\u5916":131,"1\u7a00\u758f\u6570\u636e":99,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":131,"1st":18,"210u":134,"211839e770f7b538e2d8":5,"215n":134,"228u":134,"2520u":134,"2680u":134,"26\u884c":137,"279n":134,"27m":134,"285m":134,"2863m":134,"28m":134,"2977m":134,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":108,"2\u4e2a\u5b50\u5e8f\u5217":114,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":123,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":131,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":123,"2cbf7385":121,"2nd":18,"302n":134,"30u":134,"328n":134,"32u":134,"32x32":10,"331n":134,"3320u":134,"365e":121,"36u":134,"3710m":134,"3768m":134,"387u":134,"38u":134,"3920u":134,"39u":134,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":30,"3\u53f7gpu":106,"4035m":134,"4090u":134,"4096mb":129,"4279m":134,"43u":134,"448a5b355b84":122,"4560u":134,"4563m":134,"45u":134,"4650u":134,"4726m":134,"473m":122,"4\u4e2a\u5e8f\u5217\u7684\u957f\u5ea6\u5206\u522b\u4e3a":114,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":108,"4gb":129,"500m":106,"50bd":121,"50gi":121,"514u":134,"525n":134,"526u":134,"536u":134,"5460u":134,"5470u":134,"54u":134,"5690m":134,"573u":134,"578n":134,"5798m":134,"586u":134,"58s":122,"5969m":134,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":30,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":30,"5_cudnn5_avx_mkl":30,"5_cudnn5_avx_openbla":[30,111],"6080u":134,"6140u":134,"6305m":134,"639u":134,"64\u5e73\u53f0\u4e3a\u4f8b":142,"64m":69,"655u":134,"6780u":134,"6810u":134,"682u":134,"6970u":134,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":134,"6\u4ee5\u4e0a":[30,111],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":30,"6ce9":121,"6th":10,"704u":134,"7090u":134,"72u":134,"73u":134,"75u":134,"760u":134,"767u":134,"783n":134,"784u":134,"78m":134,"7\u4ee5\u4e0a":142,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":30,"7\u4ee5\u4e0b":142,"7\u548cpip":103,"7\u7248\u672c\u5f00\u59cb":142,"7\u7cfb\u5217":30,"7eamaa":10,"7kb":122,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":102,"8250u":134,"8300u":134,"830n":134,"849m":134,"861u":134,"8661m":134,"892m":134,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":108,"901n":134,"90u":134,"918u":134,"9247m":134,"924n":134,"9261m":134,"9330m":134,"94u":134,"9530m":134,"983m":134,"988u":134,"997u":134,"99u":134,"9a235":143,"9f18":122,"\u4e00\u4e2a":114,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":136,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":136,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":100,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":53,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":122,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":136,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":136,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":136,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":139,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":136,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":136,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":136,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":136,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":139,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":139,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":139,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":144,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":106,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":134,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":136,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":136,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":37,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":99,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":99,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":99,"\u4e00\u4e2a\u8f93\u51fa\u6570\u636e\u540c\u6837\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":114,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":100,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":108,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":53,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":129,"\u4e00\u4e2agradientmachine\u7c7b\u7684\u5bf9\u8c61\u7ba1\u7406\u7740\u4e00\u7ec4\u8ba1\u7b97\u5c42":115,"\u4e00\u4e2alabel":137,"\u4e00\u4e2amemory\u5305\u542b":140,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":53,"\u4e00\u4e9b\u60c5\u51b5\u4e3a\u4e86\u4fbf\u4e8e\u53d1\u5e03":115,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":139,"\u4e00\u53f0\u7535\u8111":26,"\u4e00\u662fbatch":106,"\u4e00\u6837\u7684\u65b9\u5f0f":26,"\u4e00\u7ef4\u6570\u7ec4":[114,115],"\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":114,"\u4e00\u81f4":[136,137],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":87,"\u4e00\u822c\u4ece":97,"\u4e00\u822c\u5728paddlepaddle\u4e2d":137,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":108,"\u4e00\u822c\u6765\u8bf4":140,"\u4e00\u822c\u7531mkl":67,"\u4e00\u822c\u8868\u793a":137,"\u4e00\u822c\u8bbe\u7f6e":108,"\u4e00\u8282":115,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":109,"\u4e0a":97,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":144,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":53,"\u4e0a\u4f20\u65b9\u6cd5":87,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":118,"\u4e0a\u56fe\u4e2d\u7684":114,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":137,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":123,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":53,"\u4e0a\u7f16\u8bd1\u5f88\u6162":26,"\u4e0a\u8fd0\u884c":142,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":108,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":28,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":26,"\u4e0a\u8ff0\u7684":107,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":134,"\u4e0a\u8ff0paddlepaddl":87,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":100,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":100,"\u4e0b":[100,102],"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":87,"\u4e0b\u4f1a\u770b\u5230\u5982\u4e0b\u76ee\u5f55\u7ed3\u6784":112,"\u4e0b\u540c":108,"\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":134,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":99,"\u4e0b\u56fe\u662fcsr\u5b58\u50a8\u7a00\u758f\u77e9\u9635\u7684\u793a\u610f\u56fe":114,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":38,"\u4e0b\u627e\u5230":112,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":87,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":139,"\u4e0b\u6587\u4f1a\u8be6\u7ec6\u8fdb\u884c\u4ecb\u7ecd":114,"\u4e0b\u6587\u4f7f\u7528":123,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":122,"\u4e0b\u6587\u8be6\u7ec6\u89e3\u91ca":114,"\u4e0b\u7684":[115,123],"\u4e0b\u8868\u5217\u51fa\u4e86python\u7aef\u8bad\u7ec3\u63a5\u53e3\u66b4\u9732\u7684\u6570\u636e\u7c7b\u578b":114,"\u4e0b\u8f7d":53,"\u4e0b\u8f7d\u5230\u672c\u5730":53,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":122,"\u4e0b\u8f7d\u5f97\u5230":87,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":28,"\u4e0b\u8f7dgpu\u7248\u672c":28,"\u4e0b\u9762":115,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":134,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":100,"\u4e0b\u9762\u4ee5":116,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":100,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":101,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":71,"\u4e0b\u9762\u5217\u51fa\u4e86":140,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":99,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":123,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":122,"\u4e0b\u9762\u662f":100,"\u4e0b\u9762\u662f\u5bf9":100,"\u4e0b\u9762\u662fc":115,"\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":108,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u4ecegithub\u62c9\u53d6\u6700\u65b0\u4ee3\u7801":112,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u4e3a1":114,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u4e8c\u503c\u7a00\u758f\u77e9\u9635":114,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u542b\u6709\u4e09\u4e2a\u5143\u7d20":114,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5728\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u5e26\u5143\u7d20\u503c\u7684\u7a00\u758f\u77e9\u9635":114,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":99,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":100,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":99,"\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":109,"\u4e0b\u9762\u8be6\u7ec6\u89e3\u91ca\u4ec0\u4e48\u662f":114,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":136,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":53,"\u4e0d\u4ec5\u8981\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":114,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":26,"\u4e0d\u4f1a\u518d\u4ece":106,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":26,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":70,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":99,"\u4e0d\u4f7f\u7528c":70,"\u4e0d\u4f7f\u7528swig":70,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":100,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":100,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":100,"\u4e0d\u53ef\u4ee5\u66f4\u6539":87,"\u4e0d\u53ef\u518d\u8fdb\u884c\u62c6\u5206":114,"\u4e0d\u540c":67,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":107,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":100,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":129,"\u4e0d\u540c\u5e8f\u5217\u53ef\u80fd\u4f1a\u542b\u6709\u4e0d\u540c\u6570\u76ee\u4e2a\u5143\u7d20":114,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":140,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":70,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":106,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":123,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":109,"\u4e0d\u540c\u8ba1\u7b97\u5c42\u5bf9\u7a7a\u8f93\u5165\u7684\u5904\u7406\u7b56\u7565\u6709\u53ef\u80fd\u4e0d\u540c":114,"\u4e0d\u540c\u8bbe\u5907":100,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":70,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":139,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":139,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":137,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":101,"\u4e0d\u5728":71,"\u4e0d\u5bb9\u6613\u51fa\u9519":53,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":70,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":70,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":139,"\u4e0d\u6307\u5b9a\u65f6":139,"\u4e0d\u652f\u6301":114,"\u4e0d\u652f\u6301\u5e8f\u5217\u957f\u5ea6\u4e3a":114,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":109,"\u4e0d\u662f\u771f\u6b63\u7684layer":107,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":107,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":70,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":97,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":38,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":100,"\u4e0d\u80fd\u592a\u968f\u610f":97,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":97,"\u4e0d\u8981\u5728\u6ce8\u91cd\u6027\u80fd\u7684\u8bad\u7ec3\u573a\u666f\u4e0b\u4f7f\u7528":106,"\u4e0d\u8bba\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u5728\u5185\u5b58\u4e2d\u5360\u7528\u591a\u5c11\u5b9e\u9645\u5b58\u50a8\u7a7a\u95f4":114,"\u4e0d\u8bba\u6570\u636e\u57df\u662f":114,"\u4e0d\u8bba\u662f\u4e00\u7ef4\u6574\u578b\u6570\u7ec4\u8fd8\u662f\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":114,"\u4e0d\u8bba\u662f\u5355\u5c42\u5e8f\u5217\u8fd8\u662f\u53cc\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":114,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":26,"\u4e0d\u9700\u5728\u4f7f\u7528c":115,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":26,"\u4e0d\u9700\u8981\u63d0\u4f9b\u5143\u7d20\u503c":114,"\u4e0d\u9700\u8981\u8bbe\u7f6e":142,"\u4e0e":[67,100,123,133],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":53,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":67,"\u4e0e\u5176\u5b83":115,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":87,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":137,"\u4e0e\u53ef\u80fd\u6709\u7684":87,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":118,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":133,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":108,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":119,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":123,"\u4e0e\u8c03\u4f18":133,"\u4e0e\u8f93\u5165\u4e0d\u540c\u7684\u662f":115,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":106,"\u4e0ebatch":66,"\u4e0ejob":123,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":100,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":100,"\u4e0epython\u4e0d\u540c":133,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":97,"\u4e14\u4f7f\u7528":112,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":70,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":133,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":109,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":137,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":71,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":70,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":70,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":102,"\u4e24\u4e2a\u5d4c\u5957\u7684":139,"\u4e24\u4e2a\u64cd\u4f5c":134,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":137,"\u4e24\u4e2a\u90e8\u5206":102,"\u4e24\u4e2a\u9690\u5c42\u7684\u7b80\u5355\u5168\u8fde\u63a5\u7f51\u7edc":115,"\u4e24\u6b21":114,"\u4e24\u79cd\u5e38\u7528\u7684\u6a21\u578b\u52a0\u8f7d\u65b9\u5f0f":115,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":106,"\u4e24\u79cdblas\u5e93":27,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":106,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":87,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":106,"\u4e2a\u6027\u5316\u63a8\u8350":87,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":129,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":129,"\u4e2d":[66,67,70,71,99,100,101,106,114,123,133],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":97,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":116,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":67,"\u4e2d\u4f20\u5165\u53c2\u6570":116,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":116,"\u4e2d\u5143\u7d20\u4e2a\u6570\u603b\u662f\u7b49\u4e8e\u884c\u6570":114,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":106,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":137,"\u4e2d\u5199\u5165json\u5185\u5bb9":37,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":144,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":142,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":142,"\u4e2d\u5305\u542bc":[142,144],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":97,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":97,"\u4e2d\u542b\u6709\u591a\u4e2a\u5e8f\u5217":114,"\u4e2d\u5b8c\u5168\u4e00\u81f4":70,"\u4e2d\u5b9a\u4e49":140,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":139,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":67,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":71,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":66,"\u4e2d\u5f15\u5165\u7684":66,"\u4e2d\u6253\u5370\u5176\u503c":106,"\u4e2d\u6307\u5b9a":129,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":131,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":67,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":101,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":27,"\u4e2d\u64cd\u4f5c":114,"\u4e2d\u6587\u6587\u6863":102,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":102,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":137,"\u4e2d\u6839\u636e":66,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":106,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":123,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":129,"\u4e2d\u6dfb\u52a0":66,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":67,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":100,"\u4e2d\u7528\u4e8e\u5b58\u50a8\u6570\u636e\u7684":115,"\u4e2d\u7684":[101,115],"\u4e2d\u7684\u4e00\u884c":97,"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":116,"\u4e2d\u7684\u504f\u79fb":114,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":97,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":87,"\u4e2d\u7684\u76f8\u5173\u811a\u672c":115,"\u4e2d\u7684\u8d77\u59cb\u504f\u79fb":114,"\u4e2d\u83b7\u53d6":123,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":119,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":99,"\u4e2d\u8c03\u7528":100,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":38,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":140,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":106,"\u4e3a":[66,67,100,114,140,142,143,144],"\u4e3a\u4e86\u4f7f":100,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":97,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":99,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":28,"\u4e3a\u4e86\u51cf\u5c11\u751f\u6210\u94fe\u63a5\u5e93\u7684\u5927\u5c0f\u628a":112,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":99,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":67,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":53,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":26,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":139,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":97,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":71,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":67,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":66,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":133,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":142,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":134,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[142,143],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":67,"\u4e3a\u4ec0\u4e48\u7528":26,"\u4e3a\u4f7f\u7528c":115,"\u4e3a\u4f8b":[100,107],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":100,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":108,"\u4e3a\u5b83\u4eec\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f\u5c06\u53d8\u6210\u5e8f\u5217\u8f93\u5165":114,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":28,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":134,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":119,"\u4e3a\u6b64":122,"\u4e3a\u6bcf\u4e00\u4e2a":[114,115],"\u4e3a\u6bcf\u4e00\u4e2a\u8f93\u5165":[114,115],"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":100,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":99,"\u4e3aconst\u51fd\u6570":100,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":99,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":129,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":53,"\u4e3b\u8981\u5305\u62ec":67,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":67,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":109,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":106,"\u4e3b\u8981\u7528\u4e8epython":100,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":67,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":108,"\u4e3e\u4f8b":106,"\u4e3e\u4f8b\u8bf4\u660e":137,"\u4e4b\u524d":97,"\u4e4b\u540e":[99,109],"\u4e4b\u540e\u4f7f\u7528":99,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":99,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":102,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":99,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":27,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":71,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":26,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":139,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":133,"\u4e58\u9664\u7b49\u65f6\u5019":106,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":70,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":139,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":71,"\u4e5f\u4e0d\u751f\u6210":71,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":107,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":26,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":97,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":87,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":102,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":139,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":116,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":102,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":134,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":123,"\u4e5f\u53ef\u5199\u6210":100,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":143,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":142,"\u4e5f\u5c31\u662f":97,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":26,"\u4e5f\u5c31\u662f\u7a7a\u8f93\u5165":114,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":97,"\u4e5f\u5c31\u662f\u8bf4":[114,129,131],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":67,"\u4e5f\u5c31\u662fpaddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":114,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":123,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":134,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":137,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":139,"\u4e5f\u6ca1\u7528":103,"\u4e66\u5199":70,"\u4e86":26,"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":133,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":134,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":140,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":140,"\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":114,"\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":114,"\u4e8c\u7ef4\u77e9\u9635":115,"\u4e8c\u7ef4\u77e9\u9635\u53ef\u4ee5\u8868\u793a\u884c\u5411\u91cf\u548c\u5217\u5411\u91cf":114,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":137,"\u4e8e\u662f":114,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":133,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":133,"\u4ea4\u4e92\u7684\u65b9\u6cd5":133,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":142,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":142,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":142,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":143,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":143,"\u4ea4\u53c9\u7f16\u8bd1raspberri":144,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":142,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[142,143],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":28,"\u4eba\u8138\u8bc6\u522b":38,"\u4ec0\u4e48\u662f":26,"\u4ec5\u4ec5\u4f7f\u7528":70,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":67,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":99,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":99,"\u4ec5\u652f\u6301\u6574\u578b\u503c":114,"\u4ec5\u7528\u4e8e\u5b58\u50a8\u6574\u578b\u503c":115,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":123,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":142,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":116,"\u4ece":[87,104,134],"\u4ece0\u5230num":129,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":116,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":139,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":134,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":108,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":137,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":143,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":142,"\u4ece\u6e90\u7801\u7f16\u8bd1":29,"\u4ece\u78c1\u76d8\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":115,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":37,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":99,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":104,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":66,"\u4ece\u8bed\u4e49\u4e0a\u770b":139,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":116,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":137,"\u4ececmake":142,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":37,"\u4ecestart":129,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":97,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":71,"\u4ed6\u4eec\u5206\u522b\u662f":137,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":26,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":137,"\u4ed6\u662f\u5c06":71,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":70,"\u4ee3\u66ff":123,"\u4ee3\u7801\u4e2d9":137,"\u4ee3\u7801\u53c2\u8003":116,"\u4ee3\u7801\u5982\u4e0b":[106,107,108,140],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":97,"\u4ee3\u7801\u7247\u6bb5\u5982\u4e0b":114,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":70,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":133,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":[100,115],"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":123,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":67,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":38,"\u4ee3\u8868shard\u7684index":38,"\u4ee5":107,"\u4ee5\u4e0a":[97,142],"\u4ee5\u4e0a\u4e24\u79cd\u65b9\u5f0f\u53ea\u9700\u9009\u62e9\u5176\u4e00\u5373\u53ef":115,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":38,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":38,"\u4ee5\u4e0b":38,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":140,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":26,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":28,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":124,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":97,"\u4ee5\u4e0b\u7b80\u79f0rnn":66,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":28,"\u4ee5\u4f7f\u7528":142,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":108,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":53,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":116,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":99,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":99,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":26,"\u4ee5\u53ca":[26,66,99,114],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":140,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":26,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":136,"\u4ee5\u53ca\u5982\u4f55\u89e3\u6790\u795e\u7ecf\u7f51\u7edc\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u7ed3\u679c":114,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":144,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":100,"\u4ee5\u53ca\u7b2c\u4e09\u65b9\u4f9d\u8d56\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":112,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":139,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":99,"\u4ee5\u53caandroid":142,"\u4ee5\u53cagcc":27,"\u4ee5\u53canumpi":38,"\u4ee5\u53carelu":99,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":142,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":143,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":67,"\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":[142,143,144],"\u4ee5\u793a\u533a\u5206":[66,67],"\u4ee5\u8f93\u51fa":106,"\u4ee5\u9017\u53f7\u95f4\u9694":129,"\u4ee5\u907f\u514d\u94fe\u63a5\u4e0d\u5fc5\u8981\u7684\u5e93":112,"\u4ee5eigentensor\u4e3a\u4f8b":101,"\u4ee5embedding\u5c42\u4e3a\u4f8b":108,"\u4ee5lstm\u4e3a\u4f8b":107,"\u4efb\u4f55\u65f6\u5019\u5982\u679c\u9700\u8981\u6d6e\u70b9\u578b\u6570\u7ec4":114,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":119,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":120,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":137,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":37,"\u4f18\u5316\u524d":66,"\u4f18\u5316\u540e":66,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":99,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":133,"\u4f1a\u4ee5":[66,67],"\u4f1a\u4f7f\u7528":115,"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":66,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":67,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":123,"\u4f1a\u5171\u4eab\u53c2\u6570":108,"\u4f1a\u5173\u8054\u53c2\u6570":107,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":120,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":129,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":137,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":123,"\u4f1a\u5728":[67,102],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":102,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":67,"\u4f1a\u5927\u4e0d\u76f8\u540c":116,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":106,"\u4f1a\u5bf9\u8bad\u7ec3\u6027\u80fd\u9020\u6210\u5f71\u54cd":106,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":139,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":70,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":139,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":106,"\u4f1a\u5f15\u5165":67,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":139,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":133,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":116,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":67,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":106,"\u4f1a\u62a5\u9519":139,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":67,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":66,"\u4f1a\u72ec\u7acb\u62e5\u6709\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":115,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":133,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":70,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":99,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":67,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":97,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":27,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":67,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":123,"\u4f1a\u88ab":116,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":139,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":139,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":38,"\u4f1a\u901a\u8fc7\u5224\u6570\u636e\u662f\u5426\u9644\u5e26\u6709\u5e8f\u5217\u4fe1\u606f\u6765\u5224\u65ad\u4e00\u4e2a\u5411\u91cf":114,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":97,"\u4f20\u5165":38,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":108,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":129,"\u4f46":71,"\u4f46\u4e0d\u66b4\u9732":71,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":99,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":129,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":137,"\u4f46\u53ef\u4ee5\u83b7\u53d6":106,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":137,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":139,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":27,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":87,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":137,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":106,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":87,"\u4f46\u662f":[106,137],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":71,"\u4f46\u662f\u5728mkl":67,"\u4f46\u662f\u5728paddlepaddle\u4e2d":67,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":128,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":137,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":118,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":97,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":67,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":131,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":67,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":106,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":26,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":70,"\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":133,"\u4f46\u662fbatch":106,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":109,"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":109,"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":30,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":100,"\u4f46eigen":101,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":137,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":140,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":100,"\u4f5c\u4e3a\u53c2\u6570\u7684id":108,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":67,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":38,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":139,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":70,"\u4f5c\u4e3a\u7edf\u8ba1\u7684\u57fa\u672c\u5355\u4f4d":114,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":27,"\u4f5c\u4e3a\u8c03\u7528":115,"\u4f5c\u4e3a\u8f93\u5165":114,"\u4f5c\u4e3a\u8f93\u51fa":140,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":137,"\u4f5c\u7528":136,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":131,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":102,"\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":99,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":131,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":99,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":99,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8f93\u5165":114,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":114,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":103,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":99,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":118,"\u4f7f\u7528":[67,71,87,99,106,107,108,112,114,115,129,133,134,137,139,140,142],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":131,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":131,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":131,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":131,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":99,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":106,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":122,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":38,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":102,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":108,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":109,"\u4f7f\u7528\u52a8\u6001\u5e93":70,"\u4f7f\u7528\u53c2\u6570":[27,116],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":37,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":142,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":106,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":106,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":140,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":133,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":123,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":122,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":100,"\u4f7f\u7528\u6587\u6863":100,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":106,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":71,"\u4f7f\u7528\u6848\u4f8b":130,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":116,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":67,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":71,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":129,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":139,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":129,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":129,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":108,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":37,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":[115,137],"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":99,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":70,"\u4f7f\u7528c":[71,112],"\u4f7f\u7528c99\u505a\u63a5\u53e3":70,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":70,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":70,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":129,"\u4f7f\u7528cmake\u7684\u8bdd":133,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":131,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":131,"\u4f7f\u7528docker":28,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":28,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":29,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":26,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":102,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":27,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":142,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":120,"\u4f7f\u7528init":131,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":137,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":137,"\u4f7f\u7528model":131,"\u4f7f\u7528openblas\u7684\u955c\u50cf":28,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":142,"\u4f7f\u7528paddlepaddl":[112,115],"\u4f7f\u7528pip\u5b89\u88c5":29,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":129,"\u4f7f\u7528regress":87,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":70,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":70,"\u4f7f\u7528void":70,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":108,"\u4f8b\u5982":[27,38,70,71,87,99,106,107,109,114,123,128,129,131,134,137,140],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":133,"\u4f8b\u5982\u4e0b\u9762\u4ee3\u7801":106,"\u4f8b\u5982\u4e5f\u53ef\u5728\u7a0b\u5e8f\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u518d\u52a0\u8f7d\u53e6\u5916\u4e00\u4e2a\u6a21\u578b":115,"\u4f8b\u5982\u4f7f\u7528":106,"\u4f8b\u5982\u542b\u6709\u591a\u4e2a\u901a\u9053\u7684\u56fe\u7247":114,"\u4f8b\u5982\u5728deepspeech2":66,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":70,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":70,"\u4f8b\u5982\u5bf9\u4e8epython":70,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":137,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":137,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":137,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":106,"\u4f8b\u5982c":70,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":70,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":123,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":70,"\u4f8b\u5982python\u7684":70,"\u4f8b\u5982rnn":66,"\u4f8b\u5982sigmoid":99,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":116,"\u4f8b\u5b50\u4e2d\u662f":99,"\u4f8b\u5b50\u4e2d\u662f0":99,"\u4f8b\u5b50\u4e2d\u662f100":99,"\u4f8b\u5b50\u4e2d\u662f4096":99,"\u4f8b\u5b50\u4e2d\u662f8192":99,"\u4f8b\u5b50\u4e2d\u662ffc":99,"\u4f8b\u5b50\u4e2d\u662fsoftmax":99,"\u4f9bpaddlepaddle\u52a0\u8f7d":129,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":100,"\u4f9d\u6b21\u7c7b\u63a8":87,"\u4f9d\u8d56":[27,30],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":28,"\u4f9d\u8d56libpython2":27,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":137,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":70,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":129,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":108,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":129,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":129,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":97,"\u4fdd\u8bc1\u4f7f\u7528gpu\u8bad\u7ec3\u65f6\u4e5f\u53ef\u4ee5\u83b7\u5f97":106,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":119,"\u4fe1\u606f":114,"\u4fee\u590d\u6240\u6709bug\u540e":87,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":87,"\u4fee\u6539":[67,87,122],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":122,"\u4fee\u6539\u6210":87,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":134,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[97,137],"\u503c\u5f97\u6df1\u5165\u5206\u6790":134,"\u503c\u7c7b\u578b":131,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":108,"\u5047\u8bbe":99,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":28,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":99,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":106,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":99,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":101,"\u505a\u53ea\u8bfb\u6302\u8f7d":38,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":87,"\u505a\u63a5\u53e3":70,"\u505a\u68af\u5ea6\u68c0\u6d4b":100,"\u505a\u68c0\u67e5":100,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":37,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":129,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":133,"\u5143\u7d20":136,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u5e8f\u5217\u6240\u643a\u5e26\u7684\u91cd\u8981\u4fe1\u606f":114,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":136,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":66,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":67,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":133,"\u5148\u5378\u8f7d\u4e4b\u524d\u7684\u7248\u672c":27,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":66,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":71,"\u5148\u627e\u51fa\u53c2\u6570":107,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":103,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":133,"\u514b\u9686\u4e0b\u9762":144,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":99,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":99,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":99,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":99,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":99,"\u516c\u5f0f":28,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":100,"\u5171\u4eab\u5185\u5b58":67,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":66,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":100,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":123,"\u5173\u4e8e\u4ec0\u4e48\u662f":114,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":100,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":137,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":97,"\u5173\u4e8eavx":28,"\u5173\u4e8eeigen":101,"\u5173\u4e8elstm":107,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":123,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":109,"\u5173\u4e8eunbound":139,"\u5173\u952e\u8bcd\u5305\u62ec":97,"\u5176\u4e2d":[70,87,99,106,108,109,133,140,142,144],"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":116,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":143,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":143,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":143,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":136,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":129,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":129,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":109,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":101,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":26,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":106,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":106,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":71,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":131,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":87,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":27,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[142,143],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":140,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":99,"\u5176\u547d\u4ee4\u5982\u4e0b":133,"\u5176\u5b83\u53ef\u9009\u7f16\u8bd1\u9009\u9879\u6309\u9700\u8fdb\u884c\u8bbe\u5b9a":112,"\u5176\u5b83layer\u7684\u8f93\u51fa":139,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":106,"\u5176\u6b21":137,"\u5176\u8bf4\u660e\u5982\u4e0b":137,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":66,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":140,"\u5176name\u7531\u53c2\u6570":107,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[71,106],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":26,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":71,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[99,106],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":67,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":139,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[66,67],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":134,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":103,"\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b":103,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":67,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":103,"\u5177\u4f53\u8bf7\u53c2\u8003":[71,97],"\u5177\u4f53\u8bf7\u89c1":97,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":137,"\u5185":140,"\u5185\u5b58":134,"\u5185\u5b58\u4e0d\u8db3":104,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":129,"\u5185\u5bb9":100,"\u5185\u5bb9\u5982\u4e0b":122,"\u5185\u5c42\u5e8f\u5217\u5728":114,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":137,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":123,"\u5185\u7f6e\u7684":115,"\u5185\u90e8":[115,123],"\u5185\u90e8\u5b58\u50a8":67,"\u5185\u90e8\u7531":[114,115],"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":70,"\u518d\u4ee5":100,"\u518d\u505a\u4e00\u5b9a\u7684reshap":107,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":108,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":70,"\u518d\u57fa\u4e8e":87,"\u518d\u5b89\u88c5":[30,103],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":137,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":137,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":137,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":118,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":133,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":66,"\u518d\u6307\u5b9a":27,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":133,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":134,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":133,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":99,"\u518d\u901a\u8fc7\u51fd\u6570":123,"\u518d\u91cd\u65b0\u5b89\u88c5":27,"\u5199\u4ee3\u7801":70,"\u5199\u5165\u5feb\u7167\u6570\u636e":37,"\u5199\u5165\u6587\u4ef6\u4e2d":115,"\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":99,"\u5199\u7684":133,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":127,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":124,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":116,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u548c":115,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u90e8\u5206":115,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":106,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":106,"\u51cf\u5c0fbatch":106,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":127,"\u51fa\u73b0":103,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":108,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":107,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[30,103],"\u51fd\u6570":[66,67,99,114,133,134,140],"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":100,"\u51fd\u6570\u5047\u8bbe":140,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":134,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":38,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":139,"\u51fd\u6570\u540d":133,"\u51fd\u6570\u540d\u4e3a":71,"\u51fd\u6570\u547d\u540d":70,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":100,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":133,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":99,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":99,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":139,"\u51fd\u6570\u603b\u65f6\u95f4":133,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":99,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":134,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":99,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":99,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":133,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":133,"\u51fd\u6570\u80fd\u591f\u5c06\u4f7f\u7528":115,"\u51fd\u6570\u91cc\u5b9e\u73b0":100,"\u5206\u4e3a":115,"\u5206\u522b\u4e3a\u6570\u636e\u8f93\u5165\u6dfb\u52a0\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":114,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":139,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":67,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":137,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":139,"\u5206\u522b\u5bf9\u5e94capi":87,"\u5206\u522b\u662f":136,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":140,"\u5206\u522b\u662fsentences\u548clabel":137,"\u5206\u522b\u662fwords\u548clabel":137,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":99,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":137,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":37,"\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":120,"\u5206\u5e03\u5f0f\u8bad\u7ec3":132,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":118,"\u5206\u652f":[87,97],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":87,"\u5206\u652f\u4e0a":97,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":97,"\u5206\u652f\u4e2d":87,"\u5206\u652f\u4e3a\u5f00\u53d1":87,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":87,"\u5206\u652f\u4e3a\u7a33\u5b9a":87,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":87,"\u5206\u652f\u5408\u5165":87,"\u5206\u652f\u5408\u5165master\u5206\u652f":87,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":87,"\u5206\u652f\u540d":97,"\u5206\u652f\u540d\u4e3a":87,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":87,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":87,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":100,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":87,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":87,"\u5206\u652f\u89c4\u8303":97,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":134,"\u5206\u7247":37,"\u5206\u7c7b\u4efb\u52a1\u4e2d\u7c7b\u522b\u6807\u7b7e":114,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":129,"\u5207\u6362\u5230":97,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":97,"\u5217\u5143\u7d20\u6392\u5217\u6210\u7684\u77e9\u5f62\u9635\u5217":114,"\u5217\u540d":133,"\u5217\u8868\u5982\u4e0b":109,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":99,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":27,"\u5219\u4f7f\u7528":143,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":129,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":37,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":129,"\u5219\u53ef\u8bbe\u7f6e":[142,143,144],"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":118,"\u5219\u5ffd\u7565":37,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":129,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":37,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":134,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":129,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":71,"\u5219\u8bbe\u7f6e\u6210":[142,144],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":106,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":143,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":37,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":27,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":116,"\u521b\u5efa":[67,114,115],"\u521b\u5efa\u4e00\u4e2a":111,"\u521b\u5efa\u4e00\u4e2akubernet":123,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":97,"\u521b\u5efa\u6210\u529f\u540e":123,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":124,"\u521b\u5efa\u7a00\u758f\u77e9\u9635\u65f6\u9700\u8981\u663e\u793a\u5730\u6307\u5b9a\u77e9\u9635\u7684":114,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":99,"\u521d\u59cb\u5316\u6743\u91cd\u8868":99,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":129,"\u521d\u59cb\u5316\u7236\u7c7b":99,"\u521d\u59cb\u5316biases_":99,"\u521d\u59cb\u72b6\u6001":139,"\u5220\u9664":97,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":37,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":143,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":106,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":106,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":139,"\u522b\u4eba\u5e2e\u4e86\u5fd9":97,"\u522b\u5fd8\u4e86":26,"\u5230":[37,103,140],"\u5230\u6307\u5b9a\u6587\u4ef6\u4e2d":115,"\u5230\u672c\u5730":97,"\u5230\u6b64":100,"\u5230\u7b2c\u4e8c\u6b65":87,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":123,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":123,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":123,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":66,"\u524d\u5411\u4f20\u64ad":99,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":99,"\u524d\u5411\u548c\u540e\u5411":99,"\u524d\u5411\u8ba1\u7b97\u4e4b\u540epaddlepaddle\u5185\u90e8\u5df2\u7ecf\u5206\u914d":115,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":100,"\u524d\u8005\u5728":106,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":100,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":106,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":100,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":97,"\u524d\u9700\u8981\u5b89\u88c5":133,"\u524d\u9988":118,"\u529f\u80fd":53,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":87,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":99,"\u52a0\u5165":134,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":140,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":140,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":108,"\u52a0\u8f7d\u6a21\u578b\u53ef\u5176\u5b83\u591a\u79cd\u65b9\u5f0f":115,"\u52a0\u8f7d\u6a21\u578b\u9700\u540c\u65f6\u6307\u5b9a":115,"\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":115,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":108,"\u52a0\u8f7dtest":129,"\u52a0\u901f\u7f16\u8bd1":27,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":106,"\u52a8\u6001\u5e93":[70,112],"\u52a9\u624b":99,"\u5305":133,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":71,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":27,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":116,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":116,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":133,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":100,"\u5305\u62ec":[38,66,67,112,120,129],"\u5305\u62ec\u4e86\u7f16\u8bd1\u51fa\u7684paddlepaddle\u5934\u6587\u4ef6\u548c\u94fe\u63a5\u5e93":112,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":106,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":37,"\u5305\u62ec\u751f\u6210cpu":27,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":109,"\u5305\u62ecbool":131,"\u5305\u62eclinux":142,"\u5305\u62ecmkl":67,"\u5305\u7684\u65b9\u6cd5\u662f":103,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":137,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":137,"\u534f\u540c\u5b8c\u6210releas":87,"\u5355\u4e2a\u503c":38,"\u5355\u4f4d\u662fmb":129,"\u5355\u5143\u6d4b\u8bd5":[26,101],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":103,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":100,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":26,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":128,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":137,"\u5355\u53cc\u5c42rnn":138,"\u5355\u5c42":139,"\u5355\u5c42\u4e0d\u7b49\u957frnn":137,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":137,"\u5355\u5c42\u5e8f\u5217":[114,136],"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":136,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":136,"\u5355\u5c42\u6216\u53cc\u5c42":136,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":137,"\u5355\u5c42rnn":[137,139],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":137,"\u5355\u673acpu\u8bad\u7ec3":106,"\u5355\u673agpu\u8bad\u7ec3":106,"\u5355\u6b65\u51fd\u6570":140,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":140,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":140,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":140,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":100,"\u5355\u70b9\u6545\u969c":37,"\u5355\u7eaf\u7684":133,"\u5355\u8fdb\u5355\u51fa":139,"\u5360\u7528\u4e8617":133,"\u5373":[71,100,102,106,107,123],"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":137,"\u5373\u4e0b\u8f7d\u5931\u8d25":103,"\u5373\u4e0d\u5141\u8bb8\u5728":100,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":137,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":137,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":137,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":137,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":137,"\u5373\u4e8c\u7ef4\u6570\u7ec4":137,"\u5373\u4f7f\u7528":[71,107],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":71,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":129,"\u5373\u4f7fc":71,"\u5373\u4f8b\u5982":71,"\u5373\u4fbf\u662f":26,"\u5373\u4fbf\u8bbe\u7f6e":103,"\u5373\u4fbfpaddl":71,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":139,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":140,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":137,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":139,"\u5373\u53ef":97,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":106,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":142,"\u5373\u53ef\u5728":144,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":30,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":28,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":133,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":133,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":137,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":106,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":109,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":71,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":137,"\u5373\u5c06nchw\u8f6c\u6362\u6210nhwc":107,"\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":137,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":101,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":139,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":137,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":136,"\u5373\u6574\u6570\u6570\u7ec4":137,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":137,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":137,"\u5373\u66b4\u9732":71,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":137,"\u5373\u7f51\u5361\u540d":123,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":67,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":106,"\u5373\u8bbe\u7f6e":106,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":28,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":70,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":108,"\u5373input":139,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":137,"\u5378\u8f7dpaddlepaddle\u5305":103,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":101,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":137,"\u539f\u56e0":[97,103],"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":103,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":97,"\u539f\u6765\u7684\u65b9\u6848":67,"\u53c2\u6570":[2,3,4,5,6,7,9,10,11,17,18,19,22,23,25,26,70,99,106,115,123,128],"\u53c2\u6570\u4e3a":100,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":108,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":116,"\u53c2\u6570\u670d\u52a1\u5668":[118,128],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":118,"\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":118,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":118,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":129,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":129,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":129,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":129,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":129,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":106,"\u53c2\u6570\u6982\u8ff0":130,"\u53c2\u6570\u7684\u4e2a\u6570\u548c\u53c2\u6570\u5217\u8868":115,"\u53c2\u6570\u7684\u89e3\u6790":123,"\u53c2\u6570\u8bbe\u7f6e":105,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":137,"\u53c2\u6570\u8bf4\u660e":116,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":28,"\u53c2\u6570\u8f93\u5165":106,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":140,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":97,"\u53c2\u8003":[28,53,70],"\u53c2\u8003\u4e0b\u56fe":87,"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":134,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":137,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":116,"\u53c2\u8003\u955c\u50cf\u7684":123,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":67,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":136,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":106,"\u53ca":99,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":140,"\u53cc\u5411\u9a8c\u8bc1":53,"\u53cc\u5c42":139,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":137,"\u53cc\u5c42\u5e8f\u5217":[114,136],"\u53cc\u5c42\u5e8f\u5217\u5728\u5904\u7406\u957f\u5e8f\u5217\u7684\u4efb\u52a1\u6216\u662f\u6784\u5efa\u5c42\u7ea7\u6a21\u578b\u65f6\u4f1a\u53d1\u6325\u4f5c\u7528":114,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":136,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":137,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":136,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":139,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":136,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":136,"\u53cc\u5c42\u5e8f\u5217\u9700\u8981\u8bbe\u7f6e\u5206\u522b\u4e3a\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u5206\u522b\u8bbe\u7f6e":114,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":136,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":137,"\u53cc\u5c42rnn":139,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":137,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":137,"\u53cc\u8fdb\u5355\u51fa":139,"\u53cc\u8fdb\u53cc\u51fa":139,"\u53cd\u5411\u4f20\u64ad":99,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":100,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":100,"\u53cd\u5411op\u7c7b":100,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":100,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":100,"\u53d1\u578b\u7248":87,"\u53d1\u5e03\u5230dockerhub":87,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":87,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":106,"\u53d1\u884c\u548c\u7ef4\u62a4":97,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":129,"\u53d6\u503c\u76f8\u540c\u7684layer":107,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":109,"\u53d6\u51b3\u4e8e":100,"\u53d8\u6362\u77e9\u9635":99,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":67,"\u53e5\u5b50\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":114,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":144,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":134,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":106,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":131,"\u53e6\u5916":[26,137],"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":30,"\u53ea\u4f5c\u4e3aread":139,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":129,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":27,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":37,"\u53ea\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":115,"\u53ea\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":115,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":137,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":71,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":29,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":129,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":139,"\u53ea\u7559\u4e0b\u6838\u5fc3\u8ba1\u7b97\u5c42":115,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":107,"\u53ea\u80fd\u6309\u884c\u8ba1\u7b97":107,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":131,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":107,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":70,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":137,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":106,"\u53ea\u8bfbmemory\u8f93\u5165":139,"\u53ea\u9488\u5bf9\u5185\u5b58":106,"\u53ea\u9700\u4e2d\u65ad":119,"\u53ea\u9700\u5728\u7f16\u8bd1\u65f6\u9700\u914d\u5236\u4e0b\u9762\u8fd9\u4e9b\u7f16\u8bd1\u9009\u9879":112,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":119,"\u53ea\u9700\u8981":140,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":37,"\u53ea\u9700\u8981\u8bbe\u7f6e\u884c\u504f\u79fb":114,"\u53ea\u9700\u8981\u94fe\u63a5":112,"\u53ea\u9700\u8fdb\u884c\u524d\u5411\u8ba1\u7b97\u800c\u65e0\u9700\u8c03\u7528\u53cd\u5411\u8ba1\u7b97":115,"\u53ef\u4ee5":[28,87,97,102],"\u53ef\u4ee5\u4ece":28,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":30,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":108,"\u53ef\u4ee5\u4f7f\u7528":[108,115,120],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":30,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":108,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":108,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":129,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":123,"\u53ef\u4ee5\u5148\u4f7f\u7528":107,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":37,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":106,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":122,"\u53ef\u4ee5\u521b\u5efa\u975e":100,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":28,"\u53ef\u4ee5\u53c2\u8003":[26,28,97,137,140],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":104,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":109,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":101,"\u53ef\u4ee5\u542b\u6709\u4e00\u6761\u6216\u591a\u6761\u6837\u672c":114,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":134,"\u53ef\u4ee5\u5728":[27,119],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":70,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":123,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":87,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":97,"\u53ef\u4ee5\u5728event_handler\u4e2d":106,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":118,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":101,"\u53ef\u4ee5\u5c06cmake":133,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":139,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":100,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":28,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":134,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":26,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":28,"\u53ef\u4ee5\u6267\u884c":[30,103],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":102,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":27,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":26,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":38,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":27,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":137,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":27,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":27,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[136,139],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":139,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":116,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":99,"\u53ef\u4ee5\u662f\u6574\u578b":114,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":139,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":133,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":139,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":129,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":37,"\u53ef\u4ee5\u67e5\u770b":123,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":122,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":131,"\u53ef\u4ee5\u7528":[26,53],"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":38,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":97,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":134,"\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c":115,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":136,"\u53ef\u4ee5\u770b\u51fa":118,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":133,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":134,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":87,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":106,"\u53ef\u4ee5\u8054\u7cfbop":104,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":104,"\u53ef\u4ee5\u83b7\u53d6\u7f51\u7edc\u4e2d\u5b9a\u4e49\u7684\u4efb\u610f\u591a\u4e2a":115,"\u53ef\u4ee5\u88c5\u7684\u662f":26,"\u53ef\u4ee5\u8bbe\u7f6e":[133,142,143,144],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":107,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":101,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":109,"\u53ef\u4ee5\u8fd0\u884c":116,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":27,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":131,"\u53ef\u4ee5\u901a\u8fc7":97,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":140,"\u53ef\u4ee5\u901a\u8fc7\u5728":106,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":28,"\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u8f93\u51fa\u6765\u5b8c\u6210\u81ea\u5b9a\u4e49\u7684\u8bc4\u4f30\u6307\u6807\u8ba1\u7b97\u7b49\u529f\u80fd":106,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":37,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":133,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[30,103],"\u53ef\u53c2\u8003":115,"\u53ef\u5728":112,"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":143,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":143,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":131,"\u53ef\u76f4\u63a5\u8fd0\u884c":115,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":123,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":37,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":106,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":108,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":134,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":26,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":100,"\u53ef\u8bbe\u7f6e":[142,143],"\u53ef\u8bbe\u7f6e\u4e3a":143,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":143,"\u53ef\u9009":[27,99,115,116],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":27,"\u53ef\u9009\u914d\u7f6e\u9009\u9879":112,"\u53ef\u914d\u7f6e\u4e3a":112,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":107,"\u53f3\u4fa7\u7684":87,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":66,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":100,"\u5408\u5e76\u5165\u4e00\u4e2a\u6587\u4ef6":115,"\u5408\u5e76\u6a21\u578b\u6587\u4ef6":115,"\u540c\u4e00\u6b21\u524d\u5411":66,"\u540c\u65f6":[66,67,103,106,134],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":27,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":106,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":97,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":139,"\u540c\u65f6\u4f1a\u5f00\u542fintel":67,"\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":134,"\u540c\u65f6\u518d\u5c06":87,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":67,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":106,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":108,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":26,"\u540c\u65f6\u63d0\u8d77":87,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":67,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":131,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":106,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":106,"\u540c\u6837":109,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":129,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":139,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":100,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":129,"\u540c\u7406":100,"\u540d\u5b57\u4fee\u9970":70,"\u540e":[27,97,108,123,142,143,144],"\u540e\u5411":66,"\u540e\u5411\u4f20\u64ad":99,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":66,"\u540e\u7f00\u4e3a":116,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":106,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":106,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":100,"\u540e\u8005\u7ee7\u627f\u81ea":100,"\u540e\u9988":118,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":37,"\u5411\u91cf":114,"\u5411\u91cfenable_parallel_vector":128,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":87,"\u5417":26,"\u5426\u5219":[100,142,144],"\u5426\u5219\u4f1a\u628a":97,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":129,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":129,"\u5426\u5219\u4f7f\u7528gpu":131,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":140,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":70,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":119,"\u542b\u4e49":133,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":99,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":99,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":99,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":37,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":119,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":117,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":123,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":129,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":129,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":124,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":129,"\u547d\u4ee4\u4e3a":[103,122],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":122,"\u547d\u4ee4\u5220\u9664":[142,143,144],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":27,"\u547d\u4ee4\u65f6":142,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":26,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":26,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":26,"\u547d\u4ee4\u884c\u4e2d\u7684":133,"\u547d\u4ee4\u884c\u53c2\u6570\u8bbe\u7f6e":132,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":27,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":119,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":26,"\u547d\u540d\u4e3a":97,"\u547d\u540d\u89c4\u8303":100,"\u547d\u540d\u8bf7\u9075\u5b88":100,"\u548c":[26,27,38,66,67,70,71,87,97,99,100,101,102,106,107,108,112,114,116,118,119,131,133,134,137,140,142,144],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":137,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":109,"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":100,"\u548c\u4e2d\u6587\u6587\u6863":102,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":106,"\u548c\u504f\u7f6e\u5411\u91cf":99,"\u548c\u5185\u5b58":26,"\u548c\u5217\u53f7":114,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":136,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":133,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":136,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":118,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":140,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":26,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":67,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":137,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":38,"\u548c\u90e8\u5206layer":139,"\u548cpool":136,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":116,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":37,"\u54ea\u4e9b\u4e0d\u662f":137,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":109,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":99,"\u56e0\u4e3a\u53c2\u6570":131,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":140,"\u56e0\u4e3a\u5b83\u6bd4":140,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":123,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":26,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":26,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":133,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":37,"\u56e0\u4e3ac":133,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":103,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":70,"\u56e0\u6b64":[66,99,137,139,142],"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":137,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":101,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":101,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":137,"\u56e0\u6b64\u5f53":142,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":99,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":128,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":103,"\u56fd\u5185\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u955c\u50cf\u6e90\u6765\u52a0\u901f\u8bbf\u95ee":28,"\u56fe1":[114,115],"\u56fe2":114,"\u56fe\u50cf\u5206\u7c7b":87,"\u56fe\u8868":28,"\u5728":[26,66,67,71,87,97,100,114,115,116,133,136,140,143],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":37,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":122,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":99,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":116,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":133,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":129,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":38,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":137,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":100,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":122,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":117,"\u5728\u4e4b\u540e\u7684":106,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":28,"\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":118,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":116,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":120,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":118,"\u5728\u4f7f\u7528\u65f6":107,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":109,"\u5728\u4f7f\u7528c":112,"\u5728\u4f7f\u7528paddlepaddl":112,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":87,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":99,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":101,"\u5728\u51c6\u5907\u53d1\u8d77":97,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":37,"\u5728\u51fd\u6570":123,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":129,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":129,"\u5728\u521b\u5efaparameters\u540e":108,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":137,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":129,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":129,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":137,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":106,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":137,"\u5728\u542f\u52a8job\u4e4b\u524d":123,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":133,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":97,"\u5728\u56fe\u50cf\u4efb\u52a1\u4e2d":107,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":129,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":118,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":109,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":109,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":67,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":71,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":107,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":28,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":123,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":123,"\u5728\u5bf9\u5e94\u7684":66,"\u5728\u5c42\u4e2d\u6307\u5b9a":131,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":66,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":139,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":38,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":37,"\u5728\u5f02\u6b65sgd\u4e2d":118,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":71,"\u5728\u5f53\u524d":106,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":99,"\u5728\u5f97\u5230":123,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":37,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":37,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":140,"\u5728\u6267\u884c\u65f6":101,"\u5728\u63d0\u4ea4":97,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":109,"\u5728\u65e0\u7279\u6b8a\u9700\u6c42\u60c5\u51b5\u4e0b":112,"\u5728\u6709\u666e\u901a\u7684cpu":67,"\u5728\u672c\u4f8b\u4e2d":[97,131,137],"\u5728\u672c\u6559\u7a0b\u4e2d":140,"\u5728\u672c\u6587\u6863\u4e2d":53,"\u5728\u672c\u793a\u4f8b\u4e2d":137,"\u5728\u672c\u8282\u4e2d":140,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":38,"\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b":106,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":129,"\u5728\u6837\u4f8b\u4e2d":71,"\u5728\u6b64":[128,131],"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":140,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":137,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":140,"\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":123,"\u5728\u6d4b\u8bd5\u9636\u6bb5":129,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":97,"\u5728\u751f\u6210\u65f6":140,"\u5728\u7528\u6237\u4f7f\u7528c":71,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":108,"\u5728\u76f8\u5e94layer\u7684":107,"\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u7b49\u4e8e\u4e00\u6b21\u9884\u6d4b\u5904\u7406\u7684\u6837\u672c\u6570":114,"\u5728\u7a0b\u5e8f\u5b9e\u73b0\u4e2d\u90fd\u4f1a\u8f6c\u5316\u4e3a\u4e8c\u7ef4\u77e9\u9635":114,"\u5728\u7b2c\u4e8c\u4e2atab":87,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":116,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":38,"\u5728\u7ec4\u5408\u65f6":109,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":115,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165\u65f6":114,"\u5728\u7ec8\u7aef\u6267\u884c":115,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[142,144],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":99,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":136,"\u5728\u8bad\u7ec3\u4e2d":140,"\u5728\u8bad\u7ec3\u4e4b\u524d":123,"\u5728\u8bad\u7ec3\u65f6":122,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":67,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":123,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":129,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u53c2\u6570\u7684\u6743\u91cd\u548c\u68af\u5ea6":106,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u67d0\u4e00\u4e2alayer\u7684output":106,"\u5728\u8bbe\u7f6e":[142,143,144],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":87,"\u5728\u8be5\u793a\u4f8b\u4e2d":108,"\u5728\u8be5\u914d\u7f6e\u76847":137,"\u5728\u8c03\u7528":115,"\u5728\u8c03\u7528c":115,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":134,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":139,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":133,"\u5728\u8fd0\u884c\u65f6\u5c06\u795e\u7ecf\u7f51\u7edc\u7684\u591a\u4e2a\u53ef\u5b66\u4e60\u53c2\u6570\u653e\u5728\u540c\u4e00\u4e2a\u76ee\u5f55\u4e2d":115,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":101,"\u5728\u8fd9\u4e2a":87,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[99,122],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":137,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":70,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":134,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":140,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":87,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":71,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":71,"\u5728\u8fd9\u4e9blayer\u4e2d":137,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":101,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":101,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[99,140],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":139,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":122,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":123,"\u5728\u8fd9\u91cc":139,"\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":99,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":101,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":101,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":116,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":109,"\u5728\u91c7\u7528sgd":108,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":67,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":66,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":131,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":106,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":142,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":142,"\u5728batch":66,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":103,"\u5728c":[70,114],"\u5728c\u7684\u5934\u6587\u4ef6":70,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[142,143],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":27,"\u5728eigen\u4e2d":101,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":143,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":143,"\u5728main":133,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":120,"\u5728packing\u4e0a\u7684\u8017\u65f6":66,"\u5728paddl":123,"\u5728paddle\u4e2d":131,"\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":38,"\u5728paddlepaddl":114,"\u5728paddlepaddle\u4e2d":[109,139],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":107,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":107,"\u5728paddlepaddle\u5185\u90e8":[114,115],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":137,"\u5728paramet":37,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":100,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":66,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":139,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":139,"\u5728trainer":131,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":116,"\u5747\u4f1a\u5b58\u653e\u4e8e":112,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":71,"\u5747\u5300\u5206\u5e03":108,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":129,"\u5747\u662f\u5728":71,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":137,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":137,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":139,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":53,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[110,115],"\u57fa\u7840\u4e0a":114,"\u57fa\u7c7b":100,"\u586b\u5199":97,"\u589e\u52a0":100,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":122,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":100,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":131,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":99,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":134,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":139,"\u5907\u6ce8":134,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":134,"\u5916\u5c42\u5e8f\u5217\u5728":114,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":137,"\u5916\u5c42outer_step\u4e2d":137,"\u5916\u90e8\u5b58\u50a8":67,"\u591a\u4e2a":115,"\u591a\u4e2a\u503c":38,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":106,"\u591a\u4e2a\u6392\u6210\u4e00\u5217\u7684\u5143\u7d20":114,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":106,"\u591a\u4e2aip\u4f7f\u7528":116,"\u591a\u4e2aparamet":37,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":139,"\u591a\u673a\u8bad\u7ec3":106,"\u591a\u6b21\u8c03\u7528":66,"\u591a\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":115,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":139,"\u5927\u4e8e\u7b49\u4e8e\u4e00\u4e2a":115,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":99,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":99,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":99,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":70,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":26,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":28,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":106,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":26,"\u5927\u90e8\u5206":133,"\u5934\u4fe1\u606f\u4e2d":108,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":99,"\u5934\u6587\u4ef6\u5982\u4e0b":99,"\u5982":[97,100,131,140],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":101,"\u5982\u4e0b":116,"\u5982\u4e0b\u56fe\u6240\u793a":[134,137],"\u5982\u4e0b\u6240\u793a":131,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":98,"\u5982\u4f55\u8d21\u732e\u6587\u6863":98,"\u5982\u56fe\u4e2dtrainer":37,"\u5982\u6709":100,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":99,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":37,"\u5982\u679c\u4e0d\u4e3a0":129,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":116,"\u5982\u679c\u4e0d\u4f7f\u7528docker":27,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":27,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":102,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":133,"\u5982\u679c\u4e0d\u6536\u655b":108,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":67,"\u5982\u679c\u4e3a0":129,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":27,"\u5982\u679c\u4e3afals":129,"\u5982\u679c\u4e3atrue":129,"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":27,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":97,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":30,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":129,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":140,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":131,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":129,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":143,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[142,144],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":140,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":99,"\u5982\u679c\u4f7f\u7528":115,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":27,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":27,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":70,"\u5982\u679c\u5173\u95edmkl":27,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":103,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":106,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":104,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":116,"\u5982\u679c\u5728\u4f7f\u7528mkl":67,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":30,"\u5982\u679c\u5728\u7f16\u8bd1":112,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":129,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":129,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":129,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":108,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":100,"\u5982\u679c\u5931\u8d25":87,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":67,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":37,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":106,"\u5982\u679c\u5c0f\u4e8e75m":103,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":123,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":37,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":116,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":104,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":28,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":28,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":27,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":26,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":28,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":134,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":27,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":134,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":134,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":101,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":137,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":134,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":26,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":134,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":106,"\u5982\u679c\u63d0\u793a\u6b63\u786e":102,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":104,"\u5982\u679c\u662f\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":114,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":38,"\u5982\u679c\u662f\u7528\u7f16\u8bd1\u65f6\u6307\u5b9acpu\u7248\u672c":112,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":139,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":139,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":97,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":87,"\u5982\u679c\u672a\u8bbe\u7f6e":129,"\u5982\u679c\u672a\u8bbe\u7f6egpu":131,"\u5982\u679c\u673a\u5668\u4e2d\u5df2\u7ecf\u5b89\u88c5\u8fc7paddlepaddl":27,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":71,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":71,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":71,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":134,"\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":129,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":28,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":139,"\u5982\u679c\u6ca1\u8fc7":97,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":129,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":37,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":26,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":107,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":108,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":70,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":26,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":134,"\u5982\u679c\u795e\u7ecf\u7f51\u7edc\u6709\u591a\u4e2a\u8f93\u5165\u6216\u8005\u591a\u4e2a\u8f93\u51fa":[114,115],"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":119,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":103,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[30,103],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[30,103],"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1cpu\u7248\u672c":112,"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1gpu\u7248\u672c":112,"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":26,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":99,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":140,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":87,"\u5982\u679c\u8981\u542f\u7528gpu":127,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":97,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":97,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":108,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":108,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":129,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":97,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":70,"\u5982\u679c\u8f93\u5165\u662f\u5e8f\u5217\u6570\u636e":114,"\u5982\u679c\u8f93\u51fa\u662f\u4e00\u4e2a\u5e8f\u5217":114,"\u5982\u679c\u8f93\u51fa\u662fno":28,"\u5982\u679c\u8fd0\u884c":103,"\u5982\u679c\u8fd8\u4e0d\u884c":103,"\u5982\u679c\u9700\u8981":112,"\u5982\u679c\u9700\u8981\u5728c\u7ef4\u5ea6\u8ba1\u7b97softmax":107,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[30,111],"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":87,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":99,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":99,"\u5982\u679c\u9700\u8981\u83b7\u53d6":30,"\u5982\u679ccuda":100,"\u5982\u679clearning_rate\u592a\u5927":108,"\u5982\u679clearning_rate\u592a\u5c0f":108,"\u5982\u679cmkl":67,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":100,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":100,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":103,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":143,"\u5982\u679cparamet":37,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":97,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":106,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":97,"\u5982\u9ad8\u4eae\u90e8\u5206":134,"\u5982train":116,"\u5b50\u53e5":139,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":139,"\u5b50\u76ee\u5f55":26,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":67,"\u5b57\u6bb5\u4e2d":123,"\u5b57\u6bb5\u4e3a\u4f8b":106,"\u5b57\u6bb5\u7684\u53d6\u503c":114,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":123,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":123,"\u5b57\u6bb5\u8bbe\u4e3a":87,"\u5b57\u7b26\u4e32":38,"\u5b58\u50a8":[38,114,115],"\u5b58\u50a8\u6d6e\u70b9\u7c7b\u578b\u8f93\u5165":115,"\u5b58\u50a8\u7684\u538b\u7f29\u6587\u4ef6":115,"\u5b58\u6570\u6570\u636e":114,"\u5b66\u4e60":26,"\u5b66\u4e60\u6210\u672c\u9ad8":70,"\u5b66\u4e60\u7387\u4e3a":108,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":67,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":38,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":99,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":99,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":67,"\u5b83\u53eb\u505a":140,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":119,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":97,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":134,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":99,"\u5b83\u5b9a\u4e49\u4e86":140,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":140,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":119,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":107,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":111,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":99,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":137,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":137,"\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":119,"\u5b83\u7684":140,"\u5b83\u7684\u529f\u80fd\u662f":100,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":136,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":99,"\u5b83\u8868\u793a":26,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":67,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":99,"\u5b89\u88c5":133,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":141,"\u5b89\u88c5\u4e0e\u7f16\u8bd1c":113,"\u5b89\u88c5\u540e":28,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":71,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":102,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":102,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[127,143],"\u5b89\u88c5\u5b8c\u6bd5\u540e":133,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":26,"\u5b89\u88c5\u6587\u6863":109,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":127,"\u5b89\u88c5\u6d41\u7a0b":111,"\u5b8c\u6210":97,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":53,"\u5b8c\u6210\u4e0a\u8ff0\u51c6\u5907\u4e4b\u540e":115,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":139,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":123,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":28,"\u5b8c\u6210\u5b89\u88c5":30,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":67,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":67,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":38,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":136,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":87,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":109,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":106,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u67e5\u770b":115,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":108,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":99,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":140,"\u5b98\u65b9\u6587\u6863":27,"\u5b9a\u4e49":67,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":139,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":67,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":139,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":107,"\u5b9a\u4e49\u4f4d\u7f6e":100,"\u5b9a\u4e49\u5728\u5916\u5c42":139,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":129,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":140,"\u5b9a\u4e49\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784":115,"\u5b9a\u4e49\u7c7b\u578b":100,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":140,"\u5b9a\u4e49\u8f93\u5165":100,"\u5b9a\u4e49\u8f93\u51fa":100,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":140,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":140,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":109,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":137,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":67,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":99,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":140,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":99,"\u5b9e\u73b0\u5728":100,"\u5b9e\u73b0\u5bf9":101,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":100,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":99,"\u5b9e\u73b0\u7684":107,"\u5b9e\u73b0\u7b80\u5355":70,"\u5b9e\u73b0\u7ec6\u8282":99,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":99,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":99,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":139,"\u5b9e\u73b0\u8be5\u5c42\u7684c":99,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":107,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":106,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":123,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":142,"\u5bbd\u5ea6":114,"\u5bbd\u5ea6\u4e3a":114,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":106,"\u5bbf\u4e3b\u673a\u7684c":[142,143,144],"\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":134,"\u5bf9":115,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":109,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":109,"\u5bf9\u4e8e":140,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":116,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":120,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":70,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":137,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":26,"\u5bf9\u4e8e\u5355\u5c42rnn":137,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":137,"\u5bf9\u4e8e\u53cc\u5c42rnn":137,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":70,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":137,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":66,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":28,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":70,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":70,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":66,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":133,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":99,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":67,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":116,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":137,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":137,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":66,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":71,"\u5bf9\u4e8e\u6bcf\u79cdc":71,"\u5bf9\u4e8e\u8fd9\u6837\u7684\u9700\u6c42":115,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":140,"\u5bf9\u4e8enchw":107,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":134,"\u5bf9\u4f7f\u7528\u7684\u4e2d\u95f4\u53d8\u91cf\u548c\u8d44\u6e90\u8fdb\u884c\u6e05\u7406\u548c\u91ca\u653e":115,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":99,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":108,"\u5bf9\u53cc\u5c42\u5e8f\u5217\u6765\u8bb2":114,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":97,"\u5bf9\u5e94":143,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":139,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":139,"\u5bf9\u5e94\u4e8e\u8c03\u7528c":114,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":100,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":114,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":114,"\u5bf9\u63a8\u8350\u914d\u7f6e\u4e2d\u7684\u9009\u9879\u5efa\u8bae\u6309\u7167\u8bbe\u7f6e":112,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":66,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":99,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":99,"\u5bf9\u6bd4":70,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":66,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":66,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":100,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":99,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u6765\u8bf4":114,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":115,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":97,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":97,"\u5bf9\u8c61":108,"\u5bf9\u8c61\u5206\u914d\u7a7a\u95f4":115,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":71,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":139,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":87,"\u5bf9sparse_binary_vector\u548csparse_float_vector":109,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":67,"\u5bfb\u627epython\u4e0ec":133,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":71,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":106,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":106,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":106,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":103,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":108,"\u5bfc\u81f4mklml\u5e93\u4e0b\u8f7d\u4e0d\u6210\u529f":103,"\u5c01\u88c5\u4e86":134,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":99,"\u5c06":[87,108,134],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":37,"\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":140,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":116,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":142,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":142,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":129,"\u5c06\u5176\u8bbe\u7f6e\u6210":106,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":137,"\u5c06\u542b\u6709\u5b50\u53e5":139,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":139,"\u5c06\u56fe\u7247\u5206\u7c7b\u5230":115,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":137,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":129,"\u5c06\u5927\u91cf\u7684":70,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":108,"\u5c06\u5b83\u4eec\u653e\u5728\u540c\u4e00\u76ee\u5f55\u4e2d":115,"\u5c06\u5bf9\u5e94\u6570\u636e\u5c42\u7684\u7ef4\u6570\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5927\u4e8e\u8f93\u5165\u6570\u636e\u7ef4\u6570\u7684\u503c\u7528\u4e8e\u5360\u4f4d\u5373\u53ef":107,"\u5c06\u5e8f\u5217\u5316\u7ed3\u679c\u5199\u5165\u4e00\u4e2a\u6587\u4ef6\u5185":115,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":140,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":133,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":133,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":116,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":87,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":99,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":108,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":97,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":123,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":123,"\u5c06\u7528\u4e8epython":100,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":123,"\u5c06\u7f51\u7edc\u7ed3\u6784\u5b9a\u4e49\u548c\u8bad\u7ec3\u7ed3\u675f\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6":115,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":123,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":119,"\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":137,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":97,"\u5c06\u900f\u660e":119,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":106,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":28,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":123,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":87,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":124,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":108,"\u5c06recurr":107,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":67,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":27,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":133,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":28,"\u5c31\u53ef\u4ee5\u6309":26,"\u5c31\u5c06\u8fd9\u4e9b\u5c42\u52a0\u5165\u4e00\u4e2apython":115,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":106,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":134,"\u5c31\u662fpaddlepaddle\u4e2d\u6240\u6307\u7684":114,"\u5c31\u8fd9\u4e48\u7b80\u5355":28,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":134,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":70,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":28,"\u5c3d\u65e9\u62a5\u9519":100,"\u5c42\u524d\u5411\u8ba1\u7b97\u7684\u7ed3\u679c":115,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":99,"\u5c42\u6b21\u5316\u7684rnn":139,"\u5c42\u7684\u540d\u79f0\u4e0e":140,"\u5c42\u7684\u5927\u5c0f":99,"\u5c42\u7684\u7c7b\u578b":99,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":140,"\u5c55\u793a\u4e86\u4e00\u4e2a\u542b\u67094\u4e2a\u5e8f\u5217\u7684":114,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":133,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":107,"\u5c5e\u6027":100,"\u5de5\u4f5c\u6a21\u5f0f":129,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":119,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":116,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":87,"\u5de5\u5177\u5408\u5e76fat\u5e93":143,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":102,"\u5de5\u5177\u6765\u7ba1\u7406":97,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":102,"\u5de5\u5177\u94fe":142,"\u5de5\u5177\u94fe\u7684android":142,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":133,"\u5df2\u6253\u5f00":97,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":129,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":134,"\u5e0c\u671b\u80fd\u591f\u5c06\u5e8f\u5217\u5316\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u53c2\u6570\u6253\u5305\u8fdb\u4e00\u4e2a\u6587\u4ef6":115,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":100,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":139,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":139,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":136,"\u5e38\u5e38\u51fa\u73b0":103,"\u5e38\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":114,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[142,143],"\u5e38\u89c1\u7684\u5305\u62ec":133,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":37,"\u5e73\u5747\u6545\u969c\u7387":37,"\u5e76\u4e0d\u4fdd\u8bc1":99,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":137,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":123,"\u5e76\u4e0d\u771f\u6b63":[114,115],"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":137,"\u5e76\u4e0d\u96be":26,"\u5e76\u4e14":140,"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":28,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":101,"\u5e76\u4e14\u4f1a\u5199\u597d":67,"\u5e76\u4e14\u4f1a\u6839\u636e":142,"\u5e76\u4e14\u4f7f\u7528":71,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":137,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":131,"\u5e76\u4e14\u5305\u62ecunit":97,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":67,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":106,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":123,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":70,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":109,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":143,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":66,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":26,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":53,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":53,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":103,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":100,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":97,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":70,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":100,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":67,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":97,"\u5e76\u4e14\u8fd0\u884c":26,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":99,"\u5e76\u4e14cpu":100,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":108,"\u5e76\u4f7f\u7528":119,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":116,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":97,"\u5e76\u521b\u5efaoptim":109,"\u5e76\u521d\u59cb\u5316":100,"\u5e76\u5220\u9664":87,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":37,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":37,"\u5e76\u53d1\u5e03\u5230pypi":87,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":30,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":118,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":99,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":140,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":66,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":99,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":107,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":38,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":100,"\u5e76\u5904\u7406\u4e0e\u4e4b\u76f8\u5173\u7684\u6240\u6709\u7ec6\u8282":115,"\u5e76\u5b89\u88c5\u4e86python":103,"\u5e76\u5b89\u88c5\u6700\u65b0":30,"\u5e76\u5b89\u88c5\u6709python2":111,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":118,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":103,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":99,"\u5e76\u5c06":87,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":140,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":107,"\u5e76\u5c06c":71,"\u5e76\u624b\u52a8\u751f\u6210download\u6210\u529f\u6807\u7b7e":103,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":28,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":37,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":67,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":122,"\u5e76\u66f4\u6362job":104,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":116,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":30,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":70,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":66,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":100,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":100,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":111,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":30,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":144,"\u5e76\u81ea\u52a8\u7f16\u8bd1paddlepaddle\u6240\u9700\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":142,"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":118,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":118,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":38,"\u5e76\u89c2\u5bdf\u7ed3\u679c":134,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":100,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":97,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":109,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":87,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":87,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":100,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":133,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":136,"\u5e8f\u5217\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":114,"\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u662f\u8bcd\u8bed":114,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":114,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u662f\u975e\u5e8f\u5217":114,"\u5e8f\u5217\u4fe1\u606f":114,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u914d\u7f6e":115,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u65f6":115,"\u5e8f\u5217\u5316\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":115,"\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":139,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":136,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":139,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":139,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":136,"\u5e8f\u5217\u8f93\u5165":114,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":106,"\u5e8f\u5217\u8f93\u5165\u793a\u610f\u56fe":114,"\u5e93\u6709\u81ea\u5df1\u72ec\u7acb\u7684\u52a8\u6001\u5e93\u6587\u4ef6":112,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":140,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":140,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":97,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":140,"\u5e94\u8be5\u8bf4\u8c22\u8c22":97,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":26,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":108,"\u5e95\u5c42\u8fdb\u7a0b":119,"\u5efa\u7acb\u4e00\u4e2a":97,"\u5efa\u8bae":[29,87,97],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":129,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":71,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":97,"\u5f00\u53d1\u5206\u652f":30,"\u5f00\u53d1\u6807\u51c6":141,"\u5f00\u53d1\u8005\u4f7f\u7528":26,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":87,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":87,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":87,"\u5f00\u53d1\u955c\u50cf":97,"\u5f00\u53d1\u9884\u6d4b\u5e8f":115,"\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u94fe\u63a5":112,"\u5f00\u542f":27,"\u5f00\u5934":[66,67],"\u5f00\u5934\u7684\u90e8\u5206":116,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":116,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":37,"\u5f00\u59cb\u6807\u8bb0":140,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":118,"\u5f00\u59cb\u9636\u6bb5":134,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":128,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":66,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":71,"\u5f15\u53d1":9,"\u5f15\u5bfc\u5c42":140,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":139,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":87,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":140,"\u5f53":131,"\u5f53\u4e00\u4e2a":114,"\u5f53\u4e0a\u8ff0\u63a5\u53e3\u7b2c4\u4e2a\u53c2\u6570":114,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":99,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":108,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":140,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":108,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":99,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":137,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":116,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":116,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u6570":116,"\u5f53\u524dtrainer\u7684\u7ebf\u7a0b\u6570\u76ee":116,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":87,"\u5f53\u53ea\u505a\u63a8\u65ad":66,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":129,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":129,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":108,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":108,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":108,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":108,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":108,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":108,"\u5f53\u5f00\u542f":67,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":133,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":123,"\u5f53\u6253\u5f00":67,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":67,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":129,"\u5f53\u6a21\u5f0f\u4e3a":129,"\u5f53\u7136":[28,134],"\u5f53\u7136\u53ef\u4ee5":26,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":67,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":71,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":107,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":67,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":99,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":140,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":129,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":131,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":101,"\u5f53\u975e\u5e8f\u5217\u8f93\u5165\u65f6":114,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":53,"\u5f53n1":106,"\u5f62\u6210recurr":139,"\u5f62\u6210recurrent\u8fde\u63a5":139,"\u5f88\u591a":26,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":134,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":104,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":70,"\u5f97\u4f7f\u7528":70,"\u5f97\u5230\u8f93\u51fa\u503c":100,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":139,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":140,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":140,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":140,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":140,"\u5faa\u73af\u7f51\u7edc\u4ece":140,"\u5fc5\u8981":71,"\u5fc5\u9009":116,"\u5fc5\u987b":99,"\u5fc5\u987b\u5206\u522b\u4e0e":67,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":137,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":139,"\u5fc5\u987b\u6307\u5b9a\u4e3a":115,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":139,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":136,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":140,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[142,143],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":143,"\u5fc5\u987b\u914d\u7f6e\u4e3a":[112,144],"\u5fc5\u987b\u914d\u7f6e\u9009\u9879":112,"\u5feb\u901f\u5f00\u59cb":110,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":133,"\u6027\u80fd\u5206\u6790":134,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":134,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":134,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":26,"\u6027\u80fd\u8c03\u4f18":128,"\u6027\u80fdtip":[142,143],"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":28,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":134,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":30,"\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":134,"\u60a8\u53ef\u4ee5\u5728":28,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":28,"\u60a8\u53ef\u4ee5\u5bfc\u5165":134,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":124,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":134,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":116,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":140,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":134,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":134,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":134,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":134,"\u60c5\u611f\u5206\u6790":87,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":102,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":140,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":129,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":129,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":129,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":129,"\u6210\u529f\u7f16\u8bd1\u540e":112,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":123,"\u6210\u5458":100,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":120,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":99,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":134,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":71,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":67,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":109,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":99,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":122,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":123,"\u6211\u4eec\u4ee5\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u4e3a\u4f8b\u8fdb\u884c\u4ecb\u7ecd":115,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":67,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":67,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":116,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":66,"\u6211\u4eec\u4f1a\u628amkl":67,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[66,67],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":99,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":99,"\u6211\u4eec\u4f7f\u7528":99,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":109,"\u6211\u4eec\u4f7f\u7528\u4e86":137,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":70,"\u6211\u4eec\u4f7f\u7528paddl":116,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":131,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":101,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":67,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":109,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":122,"\u6211\u4eec\u53ea\u9700\u8981":26,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":137,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":97,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":26,"\u6211\u4eec\u53ef\u4ee5":26,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":133,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":109,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":140,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":66,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":109,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":101,"\u6211\u4eec\u53ef\u4ee5\u5728":97,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":133,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":109,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":109,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":136,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":133,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":139,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":133,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":123,"\u6211\u4eec\u5728":101,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":140,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":140,"\u6211\u4eec\u5c06":123,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":137,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":122,"\u6211\u4eec\u5c06\u4f7f\u7528":140,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":140,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":137,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":128,"\u6211\u4eec\u5c06\u795e\u7ecf\u7f51\u7edc\u4e00\u6b21\u8ba1\u7b97\u63a5\u53d7\u7684\u6240\u6709\u8f93\u5165\u6837\u672c\u79f0\u4e4b\u4e3a\u4e00\u4e2a":114,"\u6211\u4eec\u5c06\u8bad\u7ec3\u7ed3\u675f\u540e\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u8f6c\u6362\u6210\u9884\u6d4b\u6a21\u578b":115,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":97,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":140,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":99,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":99,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":107,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":67,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":142,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[28,127],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":27,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":27,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":38,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":28,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":28,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":53,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":137,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":70,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":140,"\u6211\u4eec\u7684":26,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":97,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":137,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":137,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":97,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":136,"\u6211\u4eec\u8ba1\u5212\u5c06":66,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":67,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":53,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":101,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":122,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":140,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":137,"\u6211\u4eec\u9009\u62e9":38,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":100,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":137,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":66,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":123,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":38,"\u6211\u4eec\u9700\u8981":26,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":101,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":122,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":127,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":101,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":99,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":109,"\u6211\u5220\u9664\u4e86":97,"\u6211\u53ef\u4ee5\u7528":26,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":26,"\u6216":[114,134,143],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":136,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":136,"\u6216\u4e00\u4e2a\u5411\u91cf":139,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":136,"\u6216\u662f\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u8868\u793a\u8bcd\u8bed\u5728\u5b57\u5178\u4e2d\u7684\u5e8f\u53f7":114,"\u6216\u6700\u5927\u503c":136,"\u6216\u79f0\u4f5cweight":106,"\u6216\u7b2c\u4e00\u4e2a":136,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":136,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":116,"\u6216\u8005":[26,67,70,71,97,100,106,114,133,134,136,137],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":139,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[136,139],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":134,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":28,"\u6216\u8005\u53cd\u5411\u5730\u4ece":140,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":127,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":129,"\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":37,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":128,"\u6216\u8005\u5f15\u8d77\u884c\u65f6\u9519\u8bef":114,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":137,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":136,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":134,"\u6216\u8005\u66f4\u65e9":108,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":137,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":38,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":38,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":106,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[142,144],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":106,"\u6216\u8005\u8fd0\u884c":103,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":131,"\u6216activ":67,"\u6216gpu":129,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":106,"\u6240\u4ee5":[28,67,87,106,133],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":87,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":67,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":107,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":106,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":122,"\u6240\u4ee5\u5728":67,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":37,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":137,"\u6240\u4ee5\u5bf9":137,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":116,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":134,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":123,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":67,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":30,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":137,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":30,"\u6240\u4ee5\u6574\u4f53\u4e0a":67,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":67,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":53,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":107,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":99,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":67,"\u6240\u4f7f\u7528":143,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":142,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":137,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":71,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":97,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":129,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":119,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":67,"\u6240\u6709\u67b6\u6784":142,"\u6240\u6709\u7684":[66,97,99],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":99,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":71,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":137,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":99,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":99,"\u6240\u6709\u76f8\u5173\u7684":66,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":71,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":99,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":140,"\u6240\u6709mkl":67,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":142,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":144,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":70,"\u624b\u5199\u6570\u5b57\u8bc6\u522b":115,"\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u5b9a\u4e49\u4e86\u4e00\u4e2a\u542b\u6709":115,"\u624b\u52a8\u4e0b\u8f7d\u4e14\u89e3\u538b\u7f29":103,"\u624b\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5":103,"\u624d\u53ef\u4ee5\u5b89\u88c5":30,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":137,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":134,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":67,"\u6253\u5f00":134,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":102,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":71,"\u6267\u884c":[87,111,112,119],"\u6267\u884c\u4e0a\u8ff0":142,"\u6267\u884c\u4e0a\u8ff0\u4ee3\u7801\u751f\u6210makefile\u6587\u4ef6\u540e":112,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":27,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":124,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":30,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":127,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":111,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":100,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":27,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":28,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[142,143,144],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":116,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":140,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":116,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[142,143,144],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":134,"\u627e\u5230":[27,120,140],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":104,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":134,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":134,"\u628a":[38,99],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":38,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":101,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":26,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":122,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":26,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":140,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":140,"\u62c6\u6210\u4ee5\u4e0a\u4e24\u4e2a\u9759\u6001\u94fe\u63a5\u5e93":112,"\u62c6\u89e3":139,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":137,"\u62f7\u8d1d\u5230numpi":106,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":124,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":124,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":123,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":124,"\u62fc\u63a5":106,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":28,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":116,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":133,"\u6307\u5411\u4e00\u4e2alayer":139,"\u6307\u5b9a":[106,107,139,140],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":129,"\u6307\u5b9a\u4e3a":114,"\u6307\u5b9a\u4f7f\u75282":106,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":100,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":129,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":133,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":100,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":28,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":27,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":100,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":102,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":139,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":106,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":28,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":129,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":137,"\u6307\u5f00\u542fhttp\u670d\u52a1":133,"\u6307\u6d88\u9664\u74f6\u9888":133,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":37,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":129,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":129,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":129,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":129,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":129,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":129,"\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":129,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":129,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":123,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":26,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":107,"\u6309\u7167\u57fa\u672c\u6570\u636e\u7c7b\u578b\u5728paddlepaddle\u5185\u90e8\u7684\u5b9a\u4e49\u548c\u5b9e\u73b0":114,"\u6309\u94ae":[87,97],"\u635f\u5931\u51fd\u6570\u5c42":115,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":136,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":109,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":109,"\u63a5\u4e0b\u6765":100,"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":134,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":134,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":97,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":97,"\u63a5\u4e0b\u6765\u7b49\u5f85":97,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":100,"\u63a5\u53e3":[70,71,100,101,115],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":101,"\u63a5\u53e3\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u8ba1\u7b97":115,"\u63a5\u53e3\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u8fdb\u884c\u5e8f\u5217\u5316":115,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":71,"\u63a5\u53e3\u662f":38,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":101,"\u63a5\u53e3\u6709\u4e00\u4e2a":106,"\u63a5\u53e3\u7684":106,"\u63a5\u53e3\u8bf4\u660e\u8bf7\u67e5\u770b":114,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":53,"\u63a5\u7740\u7f16\u8bd1\u5373\u53ef":103,"\u63a7\u5236":129,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":67,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":67,"\u63a7\u5236\u7528\u6237\u6743\u9650":38,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":99,"\u63a8\u8350\u4f7f\u7528\u6b64\u65b9\u5f0f":112,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":27,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":27,"\u63a8\u8350\u8bbe\u7f6e\u4e3a":112,"\u63a8\u8350\u914d\u7f6e\u4e3a":112,"\u63a8\u8350\u914d\u7f6e\u9009\u9879":112,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":97,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":26,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":100,"\u63cf\u8ff0\u95ee\u9898":97,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":102,"\u63d0\u4ea4pull":97,"\u63d0\u4f9b":119,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":53,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":123,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":119,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":133,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":119,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":119,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":53,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":136,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":53,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":38,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":119,"\u63d0\u793a":103,"\u641c\u7d22\u4ee3\u7801\u5e93":102,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":109,"\u64cd\u4f5c":137,"\u64cd\u4f5c\u7cfb\u7edf":[26,30],"\u652f\u6301\u4e24\u79cd\u5e8f\u5217\u7c7b\u578b":114,"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":144,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[138,139],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":53,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":120,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":142,"\u652f\u6301\u7684\u6700\u5c0fandroid":142,"\u652f\u6301\u7ef4\u6570\u53ef\u53d8\u7684\u6570\u636e\u8f93\u5165":107,"\u652f\u6301\u7f16\u8bd1\u5668":142,"\u6539\u53d8\u7ef4\u5ea6\u987a\u5e8f":107,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":123,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":137,"\u6548\u679c\u5982\u4e0b":133,"\u6559\u7a0b":28,"\u6570":139,"\u6570\u5b66\u5e93":112,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":139,"\u6570\u636e":[53,114,115],"\u6570\u636e\u4e2d0":108,"\u6570\u636e\u5206\u7247":118,"\u6570\u636e\u63d0\u4f9b\u5668":128,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":70,"\u6570\u636e\u8f93\u5165":[114,139],"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":53,"\u6570\u636e\u96c6":115,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":38,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":38,"\u6570\u76ee":131,"\u6574\u4f53\u4f7f\u7528\u6d41\u7a0b":115,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":137,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":123,"\u6574\u578b\u6570\u7ec4":114,"\u6574\u6570":99,"\u6574\u6570\u6807\u7b7e":109,"\u6587\u4ef6":[26,70,97,100,114,122],"\u6587\u4ef6\u4e2d":[100,115,123],"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":100,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":100,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":100,"\u6587\u4ef6\u4e3a":106,"\u6587\u4ef6\u4e4b\u5916":97,"\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":53,"\u6587\u4ef6\u5185\u5bb9\u4e3a":70,"\u6587\u4ef6\u540d":133,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":116,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":37,"\u6587\u4ef6\u547d\u540d\u4ee5":100,"\u6587\u4ef6\u59390":123,"\u6587\u4ef6\u5bf9\u5e94\u7684data":38,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":102,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":53,"\u6587\u4ef6\u7684\u6539\u53d8":97,"\u6587\u4ef6\u7684\u8def\u5f84\u6765\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":115,"\u6587\u4ef6model":131,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":28,"\u6587\u6863":103,"\u6587\u68631":101,"\u6587\u68632":101,"\u6587\u6863\u8f83\u5c11":101,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":102,"\u6587\u7ae0":123,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":99,"\u65b0\u624b\u5165\u95e8":141,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":87,"\u65b0\u7248\u672c":67,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":29,"\u65b9\u4fbf\u6392\u67e5\u4ee5\u53ca\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898":106,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":87,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":53,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":66,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":67,"\u65b9\u5f0f1":106,"\u65b9\u5f0f2":106,"\u65b9\u5f0f\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u5e8f\u5217\u5316\u5230\u4e00\u4e2a\u6587\u4ef6":115,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":67,"\u65b9\u6cd5\u4e00":131,"\u65b9\u6cd5\u4e09":131,"\u65b9\u6cd5\u4e8c":131,"\u65e0\u5ef6\u8fdf":129,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":70,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":38,"\u65e0\u8bba\u662f\u4ece":38,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":38,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":67,"\u65e0\u9700\u5173\u5fc3\u548c\u5904\u7406\u5e8f\u5217\u4fe1\u606f":114,"\u65e0\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":114,"\u65e0\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":114,"\u65e0\u9ed8\u8ba4\u503c":[142,144],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":104,"\u65f6":[37,66,67,99,106,108,112,114,123,129,136,140,142],"\u65f6\u4e00\u8d77\u66f4\u65b0":67,"\u65f6\u4f7f\u7528openblas\u6570\u5b66\u5e93":112,"\u65f6\u5982\u4f55\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":114,"\u65f6\u6709\u6548":143,"\u65f6\u88ab\u8bad\u7ec3\u7684":99,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":131,"\u65f6\u95f4":137,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":137,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":108,"\u6620\u5c04\u4e3a":26,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":99,"\u662f":[30,53,67,103],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":99,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":134,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":134,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":136,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":136,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":70,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":134,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":131,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":71,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":99,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":133,"\u662f\u4e00\u4e2aunbound":139,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":109,"\u662f\u4e00\u6b21\u9884\u6d4b\u63a5\u53d7\u7684\u6837\u672c\u6570\u76ee":114,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":139,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":122,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":70,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":108,"\u662f\u4f7f\u7528mkl\u6570\u5b66\u5e93":112,"\u662f\u504f\u5dee":140,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":71,"\u662f\u5411\u91cf":99,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":27,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":139,"\u662f\u5426\u4f7f\u7528":143,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":27,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":129,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":99,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":142,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[142,143],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":27,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[142,144],"\u662f\u5426\u4f7f\u80fd":143,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":27,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":100,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":116,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":129,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":27,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":129,"\u662f\u5426\u6253\u5f00":66,"\u662f\u5426\u652f\u6301gpu":27,"\u662f\u5426\u663e\u793a":129,"\u662f\u5426\u7a00\u758f":99,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":27,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":27,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":27,"\u662f\u5426\u7f16\u8bd1c":143,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":27,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":27,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":27,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":129,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":26,"\u662f\u56e0\u4e3ac99\u652f\u6301":70,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":140,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":99,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":99,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":53,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":133,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":28,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":136,"\u662f\u6211\u4eec":97,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":133,"\u662f\u6307":71,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":137,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":137,"\u662f\u6570\u636e\u8f93\u5165":140,"\u662f\u6709\u610f\u4e49\u7684":137,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":140,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":26,"\u662f\u7528\u6237\u4f7f\u7528c":71,"\u662f\u7684":26,"\u662f\u77e9\u9635":99,"\u662f\u795e\u7ecf\u7f51\u7edc\u5b9a\u4e49\u65f6":114,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":99,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":99,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":99,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":99,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":99,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":99,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":99,"\u662f\u8f93\u5165":140,"\u662f\u8fd9\u4e00\u7c7b\u7684":107,"\u662f\u8fdb\u884c\u8ba1\u7b97\u7684\u57fa\u672c\u5355\u4f4d":114,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":134,"\u662fc":71,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":139,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":134,"\u662fpaddlepaddle\u4e2d\u5355\u5c42\u5e8f\u5217\u548c\u53cc\u5c42\u5e8f\u5217\u5b58\u50a8\u793a\u610f\u56fe":114,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":139,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":99,"\u662frnn\u72b6\u6001":140,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":66,"\u663e\u7136":133,"\u6682\u4e0d\u8003\u8651\u5728\u5185":106,"\u6682\u65e0":30,"\u6682\u65f6\u4e0d\u652f\u6301python3":30,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":37,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":71,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":26,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":103,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":101,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":139,"\u66f4\u5feb":140,"\u66f4\u65b0":103,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":26,"\u66f4\u65b0\u6a21\u5f0f":106,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":102,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":106,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":108,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":111,"\u66f4\u8fdb\u4e00\u6b65":139,"\u66f4\u9ad8":140,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":139,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":123,"\u6700\u540e":[28,97,99,116],"\u6700\u540e\u4e00\u4e2a":136,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":109,"\u6700\u540e\u518d\u8c03\u7528mutabl":101,"\u6700\u540e\u5220\u9664":87,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":99,"\u6700\u540e\u8ba1\u7b97softmax":107,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":143,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":129,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":70,"\u6700\u65b0\u7684\u4ee3\u7801":97,"\u6700\u65b0\u7684paddlepaddl":[28,103],"\u6700\u7ec8":99,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":139,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":109,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":139,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[142,143,144],"\u6709\u4e24\u79cd\u65b9\u6cd5":27,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":99,"\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":99,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":106,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":26,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[142,143],"\u6709\u5173":137,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":142,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":109,"\u6709\u52a9\u4e8e\u5728\u8bad\u7ec3\u65f6\u89c2\u5bdf\u5177\u4f53\u6570\u503c":106,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":119,"\u6709\u591a\u96be":26,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[66,67],"\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":26,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":26,"\u6709\u6807\u51c6\u7684":70,"\u6709\u7684\u65f6\u5019":70,"\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":134,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":103,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":133,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":127,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":108,"\u672a\u8bbe\u7f6e":143,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":137,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":87,"\u672c\u5730":[30,103],"\u672c\u5730\u6d4b\u8bd5":128,"\u672c\u5730\u8bad\u7ec3":[114,128],"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":105,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":131,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":100,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":140,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":137,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":26,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":137,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":137,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":123,"\u672c\u6587\u6863\u5c06\u4ee5linux":142,"\u672c\u6587\u6863\u63cf\u8ff0paddl":71,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":143,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":123,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":123,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":123,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":137,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":137,"\u672c\u8282\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":118,"\u673a\u5668\u4e0a\u4ee5\u53ca":144,"\u673a\u5668\u7684\u8bbe\u5907":131,"\u673a\u5668\u7ffb\u8bd1":87,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":129,"\u6765\u4e3a\u4e00\u4e2a":114,"\u6765\u4ee3\u66ff":97,"\u6765\u4f20\u8f93\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u4e2d\u5b9a\u4e49\u7684\u7f51\u7edc\u7ed3\u6784\u548c\u76f8\u5173\u53c2\u6570":115,"\u6765\u4f7f\u7528dropout":107,"\u6765\u4f7f\u7528dropout\u7684":107,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":37,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":99,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":66,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":134,"\u6765\u521d\u59cb\u5316\u53c2\u6570":108,"\u6765\u542f\u52a8\u548c":26,"\u6765\u5b58\u50a8":114,"\u6765\u5b58\u50a8\u6570\u636e":[114,115],"\u6765\u5b8c\u6210\u524d\u5411\u548c\u53cd\u5411\u8ba1\u7b97":115,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":109,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":140,"\u6765\u5b9e\u73b0":67,"\u6765\u5b9e\u9645\u5b58\u50a8\u6570\u636e":[114,115],"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":137,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[142,143],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":99,"\u6765\u6267\u884c":26,"\u6765\u63cf\u8ff0\u7684":101,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":100,"\u6765\u63cf\u8ff0\u8f93\u5165":114,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":109,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":133,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":133,"\u6765\u6ce8\u518c\u8be5\u5c42":99,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":131,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":26,"\u6765\u7279\u6307":114,"\u6765\u7279\u6307\u8c03\u7528paddlepaddl":115,"\u6765\u7279\u6307paddlepaddl":115,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":114,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":114,"\u6765\u7279\u6307paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u4e00\u4e2a\u8f93\u5165":114,"\u6765\u786e\u4fdd\u628a":70,"\u6765\u786e\u5b9a\u7a00\u758f\u77e9\u9635\u7684\u5185\u5bb9":114,"\u6765\u7f16\u8bd1":26,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u6765\u8868\u793a":140,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":140,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":70,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":106,"\u6765\u8ba1\u7b97\u68af\u5ea6":99,"\u6765\u8bb0\u5f55\u8f93\u5165":114,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":137,"\u6765\u8bbe\u7f6e":108,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":38,"\u6765\u8bfb\u53d6\u4e00\u4e2a":114,"\u6765\u8c03\u6574":97,"\u6765\u8c03\u7528":26,"\u6765\u8fd0\u884c\u5305\u62ec":26,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":26,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":134,"\u6765\u8fd0\u884c\u955c\u50cf":28,"\u6765\u8fdb\u884c\u8ba8\u8bba":71,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":106,"\u6784\u5efa":142,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":142,"\u6784\u5efa\u76ee\u6807\u4e3a":143,"\u6784\u6210\u4e00\u4e2a\u5e8f\u5217":114,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":136,"\u6784\u9020":123,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":100,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":100,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":143,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":143,"\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":137,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":128,"\u67e5\u770b":97,"\u67e5\u770b\u5305\u7684\u5927\u5c0f":103,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":97,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":97,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":97,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":104,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":122,"\u67e5\u770blatest":87,"\u6807\u51c6":30,"\u6807\u51c6\u5dee\u4e3a":108,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":87,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":133,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":133,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":129,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":133,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":133,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":133,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":26,"\u6838\u5fc3\u4ee3\u7801\u7f16\u8bd1\u6210\u94fe\u63a5\u5e93":112,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":142,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":131,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":123,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":129,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":101,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":128,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":129,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":129,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":122,"\u6839\u636eport":116,"\u683c\u5f0f":129,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":67,"\u683c\u5f0f\u5b58\u50a8":114,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":100,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":143,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":143,"\u68af\u5ea6\u4f1a\u5c31\u5730":99,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":118,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":129,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":99,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":129,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":99,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":99,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":37,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":100,"\u6982\u5ff5\u4e0a":115,"\u6982\u5ff5\u4e0a\u53ef\u4ee5\u5c06":114,"\u6982\u8ff0":117,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":101,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":106,"\u6a21\u578b\u4e2d\u6240\u6709\u53ef\u5b66\u4e60\u53c2\u6570\u4f1a\u88ab\u5b58\u4e3a\u4e00\u4e2a\u538b\u7f29\u6587\u4ef6":115,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":37,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":37,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":119,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":140,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":140,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":140,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":140,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":109,"\u6a21\u578b\u914d\u7f6e":[0,105],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":70,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":133,"\u6a2a\u5411\u62fc\u63a5":106,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":66,"\u6b22\u8fce\u901a\u8fc7":97,"\u6b63\u5728\u7b49\u5f85\u672a\u5b8c\u6210\u7684\u4efb\u52a1":103,"\u6b63\u5e38\u60c5\u51b5\u4e0b\u662f75m":103,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":103,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":128,"\u6b64\u547d\u4ee4\u5c06\u5728":142,"\u6b64\u5904\u90fd\u4e3a2":137,"\u6b64\u5916":[26,97,107,142],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":133,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":134,"\u6b64\u65b9\u6cd5\u4e0d\u80fd\u83b7\u53d6":106,"\u6b64\u65f6\u53ea\u9700\u8981":26,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":106,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":108,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":67,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":37,"\u6b64\u76ee\u5f55":115,"\u6b64\u793a\u4f8b":115,"\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":104,"\u6b65\u9aa4":106,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":139,"\u6bb5\u843d\u662f\u7531\u53e5\u5b50\u6784\u6210\u7684\u5e8f\u5217":114,"\u6bcf\u4e00\u4e2a":[87,115],"\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u53c8\u542b\u6709\u82e5\u5e72\u4e2a\u5185\u5c42\u5e8f\u5217":114,"\u6bcf\u4e00\u4e2a\u5e8f\u5217\u5728\u6574\u4e2a":114,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":38,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":137,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":137,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":119,"\u6bcf\u4e00\u4e2a\u8f93\u5165":[114,115],"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":106,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":133,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":137,"\u6bcf\u4e00\u884c\u5143\u7d20\u5728":114,"\u6bcf\u4e2a":67,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":38,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":136,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":136,"\u6bcf\u4e2a\u5355\u5c42rnn":139,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":118,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":137,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":140,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":140,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":137,"\u6bcf\u4e2a\u5c42\u5728\u5176":99,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":129,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":139,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":137,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":99,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":137,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":137,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":67,"\u6bcf\u4e2a\u72b6\u6001":139,"\u6bcf\u4e2a\u7ebf\u7a0b":129,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":129,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":129,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":99,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":99,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":118,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":97,"\u6bcf\u4e2adata":38,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":67,"\u6bcf\u4e2aparamet":37,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":123,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":37,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":118,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":116,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":116,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":127,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":129,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":131,"\u6bcf\u6279\u6b21":129,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":97,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":97,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":66,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":133,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":38,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":99,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":129,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":129,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":129,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":129,"\u6bcf\u969410\u5206\u949f":37,"\u6bcfdot":129,"\u6bcflog":129,"\u6bcfsave":129,"\u6bcftest":129,"\u6bd4\u5982":[26,28,38,67,97,104,106],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":137,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":67,"\u6bd4\u5982\u5728":28,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":97,"\u6bd4\u5982\u5c06":87,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":143,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[142,144],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":37,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":38,"\u6bd4\u5982\u8282\u70b9\u7684id":120,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":108,"\u6bd4\u5982cento":30,"\u6bd4\u5982fpe":104,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":97,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":38,"\u6bd4\u5982pil\u5e93\u7b49":116,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":133,"\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":66,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[30,103],"\u6ca1\u6709\u8bbe\u7f6e":[142,144],"\u6ce8":[28,37,87,114],"\u6ce8\u518c":100,"\u6ce8\u518ccpu":100,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[66,67],"\u6ce8\u518cop":100,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":100,"\u6ce8\u610f":[27,67,99,102,106,109,115,116,123,133,140,142,143,144],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":123,"\u6ce8\u610f\u4e8b\u9879":114,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":131,"\u6ce8\u610fnode":123,"\u6ce8\u91ca":100,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":97,"\u6d4b\u8bd5":97,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":67,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":129,"\u6d4b\u8bd5\u662f":97,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":87,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":67,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":131,"\u6d4b\u8bd5model_list":128,"\u6d4b\u8bd5oper":100,"\u6d4b\u8bd5save_dir":128,"\u6d6e\u70b9\u578b\u6570\u636e":38,"\u6d6e\u70b9\u578b\u7a00\u758f\u77e9\u9635":114,"\u6d6e\u70b9\u578b\u7a20\u5bc6\u77e9\u9635":114,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":106,"\u6d6e\u70b9\u6570":114,"\u6d6e\u70b9\u6570\u5411\u91cf\u7b49":114,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":99,"\u6df1\u5165paddlepaddl":67,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":133,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":133,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":140,"\u6dfb\u52a0":66,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":100,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":123,"\u6dfb\u52a0\u5e8f\u5217\u4fe1\u606f":114,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[66,67],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":100,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":100,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":100,"\u6e05\u7406":26,"\u6e05\u7406\u548c\u7ed3\u675f":115,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":103,"\u6e90\u4ee3\u7801\u683c\u5f0f":97,"\u6e90\u5e8f\u5217":140,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":26,"\u6f5c\u5728\u4f1a\u5f15\u8d77\u672a\u5b9a\u4e49\u884c\u4e3a":114,"\u6fc0\u6d3b":99,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":67,"\u6fc0\u6d3b\u65b9\u7a0b":99,"\u6fc0\u6d3b\u7684\u7c7b\u578b":99,"\u70b9\u51fb":[30,87],"\u70b9\u51fb\u8fd9\u91cc":102,"\u7136\u540e":[119,134],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":118,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":139,"\u7136\u540e\u4f7f\u7528":143,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":101,"\u7136\u540e\u5355\u51fb":97,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":124,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":123,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":137,"\u7136\u540e\u5728\u524d\u5411":66,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":28,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":108,"\u7136\u540e\u5728etcd\u7684":37,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":103,"\u7136\u540e\u5b9a\u4e49":140,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":123,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":107,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":53,"\u7136\u540e\u6240\u6709\u7528":97,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":53,"\u7136\u540e\u6253\u5370\u8f93\u51fa":109,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":87,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":97,"\u7136\u540e\u70b9\u51fb":[87,97],"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":123,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":99,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":123,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":123,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":103,"\u7136\u800c":[129,140],"\u7248\u672c":[26,27,30,143],"\u7248\u672c\u4e3acpu_avx_mkl":28,"\u7248\u672c\u4e3acpu_avx_openbla":[30,111],"\u7248\u672c\u5206\u652f":87,"\u7248\u672c\u53f7":87,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":87,"\u7248\u672c\u53f7rc":87,"\u7248\u672c\u5728":97,"\u7248\u672c\u8bf4\u660e":30,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":87,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":106,"\u7279\u6307":115,"\u7279\u6709\u7684\u8bbe\u5907id":67,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":29,"\u72ec\u7acb\u5de5\u5177\u94fe":142,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":142,"\u73af\u5883\u51c6\u5907":117,"\u73af\u5883\u53d8\u91cf":116,"\u73af\u5883\u53d8\u91cf\u4e2d":112,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":106,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":66,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":70,"\u7406\u89e3":26,"\u7406\u89e3\u4e3a\u4e00\u4e2a\u4e00\u7ef4\u7684\u6574\u578b\u6570\u7ec4":114,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":134,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":38,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":38,"\u751f\u4ea7\u955c\u50cf":97,"\u751f\u6210":123,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":70,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":102,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":140,"\u751f\u6210\u6587\u6863":70,"\u751f\u6210\u7684":38,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":133,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":123,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":106,"\u751f\u6210\u7ed9\u5b9a":38,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":99,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":97,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":133,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":100,"\u751f\u6210api\u6587\u6863":70,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":53,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":133,"\u7528":53,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":99,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":131,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":107,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":129,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":100,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":67,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":116,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":129,"\u7528\u4e8e\u7ba1\u7406mkl":67,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":107,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":140,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":118,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":66,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":67,"\u7528\u4e8emkl":[66,67],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":140,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":137,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":133,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":38,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":38,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4f7f\u7528paddlepaddle\u63d0\u4f9b\u7684\u5b98\u65b9\u5f00\u53d1\u955c\u50cf":142,"\u7528\u6237\u4eceapp":143,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":139,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":102,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":142,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":102,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":71,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":38,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":71,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":129,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":131,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":142,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":27,"\u7528\u6237\u53ef\u5c06":142,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":143,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":142,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":142,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":142,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":107,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":103,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":38,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":108,"\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":123,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":103,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":53,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[142,143,144],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[107,108],"\u7528\u6237\u901a\u8fc7c":71,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":131,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[142,144],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":103,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":142,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":26,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":99,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":133,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":123,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":29,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":133,"\u7531":[107,114,139],"\u7531\u4e8e":112,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":66,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":137,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":37,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":137,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":99,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":37,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":142,"\u7531\u4e8ec":70,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":53,"\u7531\u4e8eeigen":101,"\u7531\u4e8emkl":67,"\u7531\u4e8epypi":87,"\u7531\u4e8estep":139,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":101,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":67,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":136,"\u7531\u94fe\u63a5\u65b9\u5f0f\u51b3\u5b9a":112,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":53,"\u767b\u5f55\u5230head\u8282\u70b9":124,"\u7684":[26,30,97,101,114,115,119,123,143],"\u7684\u4e00\u4e2a\u5b50\u96c6":67,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":139,"\u7684\u4e3a0":129,"\u7684\u4efb\u4e00\u4e00\u79cd":106,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":101,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":136,"\u7684\u4fe1\u606f":67,"\u7684\u503c":[142,143,144],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":142,"\u7684\u504f\u7f6e\u5411\u91cf":99,"\u7684\u5171\u4eab\u5df2\u7ecf\u52a0\u8f7d\u7684\u9884\u6d4b\u6a21\u578b":115,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":100,"\u7684\u5185\u5b58":106,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":123,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":134,"\u7684\u522b\u540d":[1,2,4,16,20,23],"\u7684\u5355\u5143\u6d4b\u8bd5":100,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":67,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":129,"\u7684\u53d8\u6362\u77e9\u9635":99,"\u7684\u540d\u79f0\u76f8\u540c":140,"\u7684\u5411\u91cf":99,"\u7684\u542f\u52a8\u53c2\u6570":123,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":123,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":133,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":70,"\u7684\u5730\u65b9":97,"\u7684\u5747\u5300\u5206\u5e03":108,"\u7684\u57fa\u672c\u903b\u8f91":67,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":127,"\u7684\u5934\u6587\u4ef6":70,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":67,"\u7684\u5b9e\u73b0":100,"\u7684\u5de5\u4f5c\u6d41\u7a0b\u5982\u56fe1\u6240\u793a":115,"\u7684\u5e73\u5747\u503c":136,"\u7684\u5e8f\u5217":114,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":137,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":97,"\u7684\u5f00\u53d1\u6d41\u7a0b":26,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":100,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":133,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":133,"\u7684\u6027\u80fd\u6709\u95ee\u9898":133,"\u7684\u60c5\u51b5\u4e0b":66,"\u7684\u63a5\u53e3\u6837\u5f0f":70,"\u7684\u63a5\u53e3\u8bf7\u67e5\u770b":114,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":97,"\u7684\u64cd\u4f5c":101,"\u7684\u6570\u636e\u6d41\u56fe":38,"\u7684\u6570\u76ee\u4e00\u81f4":136,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":97,"\u7684\u65b9\u7a0b":99,"\u7684\u65f6\u5019":67,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":106,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":137,"\u7684\u6700\u5c0f\u503c":129,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":97,"\u7684\u6784\u9020\u51fd\u6570":100,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":140,"\u7684\u6837\u5f0f":97,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":139,"\u7684\u6839\u76ee\u5f55":143,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":67,"\u7684\u683c\u5f0f\u5b58\u50a8":67,"\u7684\u6982\u5ff5":67,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":139,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":122,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":97,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":70,"\u7684\u7248\u672c":[26,87,144],"\u7684\u72b6\u6001":139,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":142,"\u7684\u77e9\u9635":[99,106],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":99,"\u7684\u7a20\u5bc6\u77e9\u9635":114,"\u7684\u7a20\u5bc6\u77e9\u9635\u662f\u4e00\u4e2a\u7531":114,"\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":115,"\u7684\u7b2ci\u4e2a\u503c":99,"\u7684\u7b2cj\u4e2a\u503c":99,"\u7684\u7cfb\u7edf":26,"\u7684\u7ed3\u679c":66,"\u7684\u7f16\u5199":116,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":142,"\u7684\u7f29\u5199":53,"\u7684\u7f51\u7edc\u6a21\u578b":66,"\u7684\u89c4\u8303":70,"\u7684\u89d2\u5ea6":38,"\u7684\u8ba1\u7b97\u4ee3\u7801":101,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":100,"\u7684\u8bdd":106,"\u7684\u8be6\u7ec6\u4fe1\u606f":133,"\u7684\u8f93\u5165":139,"\u7684\u8f93\u51fa":[106,134],"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":134,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":140,"\u7684\u8f93\u51fa\u683c\u5f0f":137,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":140,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":106,"\u7684\u8fd0\u884c\u73af\u5883":26,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":97,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":38,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":26,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":97,"\u7684cpu":100,"\u7684docker\u955c\u50cf":28,"\u7684flag":[66,67],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":127,"\u7684paddlepaddle\u5e93":142,"\u7684vanilla":66,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":116,"\u76ee\u524d":139,"\u76ee\u524d\u4f7f\u7528":97,"\u76ee\u524d\u53ea\u8003\u8651":67,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":37,"\u76ee\u524d\u5728paddlepaddle\u4e2d":67,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":67,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":70,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":144,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":53,"\u76ee\u524d\u63d0\u4f9b\u4e09\u79cd\u94fe\u63a5\u65b9\u5f0f":112,"\u76ee\u524d\u652f\u6301":142,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":136,"\u76ee\u524d\u652f\u6301cento":111,"\u76ee\u524d\u652f\u6301fail":129,"\u76ee\u524d\u7684\u4f18\u5316":67,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":129,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":139,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":70,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":102,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":66,"\u76ee\u5f55":[26,28,119,122,123,142,143,144],"\u76ee\u5f55\u4e0b":[71,99,119],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":67,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":100,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":143,"\u76ee\u5f55\u4e0b\u7684\u4ee3\u7801\u793a\u4f8b":115,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":142,"\u76ee\u5f55\u4e0b\u7684python\u5305":103,"\u76ee\u5f55\u4e2d":[112,115,119],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[142,144],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":143,"\u76ee\u5f55\u4e2d\u7684":134,"\u76ee\u5f55\u4e2dpaddl":123,"\u76ee\u5f55\u548c":[142,143,144],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":123,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":142,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":144,"\u76ee\u6807\u5411\u91cf":140,"\u76ee\u6807\u5de5\u5177\u94fe":142,"\u76ee\u6807\u673a\u7248protobuf\u5e93":144,"\u76ee\u6807\u67b6\u6784":143,"\u76ee\u6807\u67b6\u6784abi":142,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":108,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":29,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":70,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":71,"\u76f4\u63a5\u5347\u7ea7\u5230\u66f4\u65b0\u7684\u7248\u672c":27,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":70,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":100,"\u76f4\u63a5\u8fd0\u884c":28,"\u76f8\u5173\u5c42":66,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":108,"\u76f8\u6bd4":100,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":104,"\u77a7":111,"\u77e9\u9635":128,"\u77e9\u9635\u4e2d\u6bcf\u4e2a\u5143\u7d20\u7684\u503c\u968f\u673a\u751f\u6210":114,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":100,"\u77e9\u9635\u5927\u5c0f\u662f":66,"\u77e9\u9635\u662f\u5426\u662f\u4e00\u4e2a\u5e8f\u5217":114,"\u77e9\u9635\u7684\u9ad8\u5ea6":114,"\u77e9\u9635\u91cc\u7684\u5143\u7d20\u662f\u6d6e\u70b9\u6570":114,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":97,"\u78c1\u76d8\u4e0d\u591f":26,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":104,"\u793a\u4f8b":[106,108,115],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":137,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":137,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":137,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":[106,115],"\u793a\u4f8b\u5982\u4e0b":108,"\u793a\u4f8b\u7a0b\u5e8f":116,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":70,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":70,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165":114,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":115,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":37,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":109,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":109,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":106,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":101,"\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5c06\u88ab\u5e8f\u5217\u5316\u5408\u5e76\u5165\u4e00\u4e2a\u6587\u4ef6":115,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":137,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":106,"\u79bb\u7ebf\u6279\u5904\u7406":38,"\u79f0\u4e3a":[97,140],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":142,"\u79f0\u4e4b\u4e3a":114,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":136,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":129,"\u79f0\u4f5c\u6709kernel":100,"\u79f0\u4f5ckernel":100,"\u79fb\u52a8\u7aef\u9884\u6d4b":114,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":99,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":123,"\u7a00\u758f\u768401\u5411\u91cf":109,"\u7a00\u758f\u7684\u5411\u91cf":109,"\u7a00\u758f\u77e9\u9635":114,"\u7a00\u758f\u77e9\u9635\u4f7f\u7528":114,"\u7a00\u758f\u77e9\u9635\u53ca\u76f8\u5173\u7684\u63a5\u53e3":114,"\u7a00\u758f\u77e9\u9635\u5b58\u50a8\u793a\u610f\u56fe":114,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":131,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":123,"\u7a0b\u5e8f\u4f9d\u8d56":116,"\u7a0b\u5e8f\u505c\u6b62":129,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":133,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":129,"\u7a20\u5bc6\u5411\u91cf":99,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":123,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":109,"\u7a20\u5bc6\u77e9\u9635":114,"\u7acb\u523b\u9000\u51fa":106,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":27,"\u7ae0\u8282":142,"\u7aef\u53e3":104,"\u7aef\u6570\u636e\u7c7b\u578b":114,"\u7aef\u7684":133,"\u7aef\u8bfb\u53d6\u6570\u636e":106,"\u7b2c\u4e00\u4e2a":97,"\u7b2c\u4e00\u4e2a\u53c2\u6570":100,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":137,"\u7b2c\u4e00\u4e2atag\u4e3a":87,"\u7b2c\u4e00\u6b65\u9700\u8c03\u7528":115,"\u7b2c\u4e00\u7ae0\u8282":109,"\u7b2c\u4e09\u4e2a\u53c2\u6570":100,"\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u9700\u8981\u6309\u7167\u4e0e\u65b9\u5f0f2\u540c\u6837\u65b9\u6cd5\u663e\u793a\u5730\u8fdb\u884c\u94fe\u63a5":112,"\u7b2c\u4e09\u65b9\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":112,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":87,"\u7b2c\u4e8c\u4e2a":106,"\u7b2c\u4e8c\u4e2a\u4e3a":87,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":100,"\u7b2c\u4e8c\u7c7b":107,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":99,"\u7b49":[67,71,100,104,115],"\u7b49\u4e8e\u6837\u672c\u6570":106,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":71,"\u7b49\u53c2\u6570":123,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":87,"\u7b49\u6587\u4ef6":71,"\u7b49\u7b2c\u4e09\u65b9\u5e93":112,"\u7b80\u5199":100,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":100,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":100,"\u7b80\u5355\u6765\u8bf4":134,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":108,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":134,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":122,"\u7b97\u6cd5":[106,140],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":140,"\u7ba1\u7406\u4e86\u6bcf\u4e2a\u8ba1\u7b97\u5c42\u8f93\u51fa\u7684\u5b58\u50a8\u7a7a\u95f4":115,"\u7c7b\u4f3c":[71,136],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":99,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":128,"\u7c7b\u522b\u6807\u7b7e\u4e4b\u4e00":115,"\u7c7b\u522b\u6807\u7b7e\u5c42":115,"\u7c7b\u540d\u548cc":70,"\u7c7b\u578b":[70,100,114,129],"\u7c7b\u578b\u4e3a":100,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":101,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":136,"\u7c7b\u578b\u540d\u4e3a":100,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":106,"\u7c7b\u578b\u662fsparse_binary_vector":109,"\u7c7b\u578b\u662fsparse_float_vector":109,"\u7c7b\u578b\u7684":137,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":100,"\u7c7b\u578b\u8fd8\u662f":114,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":100,"\u7c7b\u7684\u5bf9\u8c61":115,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":99,"\u7c7b\u91cd\u5199":100,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":99,"\u7cfb\u6570":100,"\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":133,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":100,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":116,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":100,"\u7ebf\u7a0bid\u53f7":131,"\u7ec6\u8282\u63cf\u8ff0":130,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":106,"\u7ed3\u5c3e":100,"\u7ed3\u675f\u6807\u8bb0":140,"\u7ed3\u675f\u9884\u6d4b\u4e4b\u540e":115,"\u7ed3\u6784\u4f53":[114,115],"\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":115,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":133,"\u7ed3\u679c\u8f93\u51fa\u5230":26,"\u7ed3\u8bba":70,"\u7ed9\u4e2a\u7b80\u5355\u7684":97,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":139,"\u7edf\u4e00\u7528":38,"\u7ee7\u627f\u81ea":100,"\u7ee7\u627f\u81eaoperatorbas":100,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":137,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":137,"\u7ef4\u7a7a\u95f4":140,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":140,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":106,"\u7f16\u5199":28,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":28,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":123,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":123,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":133,"\u7f16\u5199\u7684\u90e8\u5206":30,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":120,"\u7f16\u53f7\u4ece0\u5f00\u59cb":106,"\u7f16\u7801\u5411\u91cf":140,"\u7f16\u7801\u5668\u8f93\u51fa":140,"\u7f16\u7801\u6e90\u5e8f\u5217":140,"\u7f16\u8bd1":[26,28,97,142],"\u7f16\u8bd1\u51fa\u7684paddlepaddle\u9884\u6d4b\u5e93\u548c\u5934\u6587\u4ef6":112,"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":102,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":144,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[142,143],"\u7f16\u8bd1\u5668":[142,143,144],"\u7f16\u8bd1\u5668\u6ca1\u6709":70,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":142,"\u7f16\u8bd1\u578b\u8bed\u8a00":70,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":105,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":142,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":102,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":27,"\u7f16\u8bd1\u5de5\u5177\u94fe":142,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":144,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":133,"\u7f16\u8bd1\u6210\u529f\u540e":100,"\u7f16\u8bd1\u6210\u529f\u540e\u5728":112,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":129,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":133,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":67,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":133,"\u7f16\u8bd1\u65f6\u6307\u5b9a":133,"\u7f16\u8bd1\u751f\u6210":102,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":87,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":87,"\u7f16\u8bd1c":71,"\u7f16\u8bd1paddlepaddl":27,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":99,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":99,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":99,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":99,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":129,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":99,"\u7f51\u7edc\u63a5\u53d7\u4e00\u5e45\u56fe\u7247\u4f5c\u4e3a\u8f93\u5165":115,"\u7f51\u7edc\u7ed3\u6784\u7684\u5e8f\u5217\u5316\u7ed3\u679c\u548c\u6a21\u578b\u53c2\u6570\u5b58\u50a8\u76ee\u5f55":115,"\u7f51\u7edc\u901a\u4fe1":99,"\u7f51\u901f\u6216ssl\u94fe\u63a5\u539f\u56e0":103,"\u800c":[107,133,140],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":101,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":71,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":70,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":107,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":103,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":137,"\u800c\u4e0d\u662f\u76f8\u5bf9":114,"\u800c\u4e0d\u662fc":114,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":71,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":116,"\u800c\u4e14\u5305\u542b\u4e86c":30,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":53,"\u800c\u4e14cento":30,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":129,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":134,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":134,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":131,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":37,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":137,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":100,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":107,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":101,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":70,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":70,"\u800c\u5b89\u88c5\u5305":[30,103],"\u800c\u5b89\u88c5\u5305\u662f":[30,103],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":137,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":137,"\u800c\u5bf9\u4e8egolang":70,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":70,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":137,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":134,"\u800c\u662f\u5c06\u8f93\u5165":[114,115],"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":106,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":71,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":38,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":134,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":128,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":140,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":109,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":131,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":101,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":137,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":137,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":97,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":27,"\u800ceigenvector":101,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":139,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":70,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":109,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":109,"\u8054\u901a":127,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":139,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":139,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":139,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":107,"\u80fd\u83b7\u53d6":119,"\u811a\u672c":[26,115,142],"\u811a\u672c\u5f00\u59cb\u65f6":123,"\u811a\u672c\u96c6\u6210\u4e86\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u7684\u8fc7\u7a0b":115,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":97,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":119,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":139,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":37,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":142,"\u81ea\u52a8\u751f\u6210":102,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":140,"\u81ea\u52a8\u9009\u62e9":143,"\u81ea\u6b64":[142,143],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":26,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u53e5\u5b50\u662f\u4e00\u4e2a\u5e8f\u5217":114,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u6bb5\u843d\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":114,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":131,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":71,"\u81f3\u5c11\u5305\u542bgcc_3":30,"\u81f3\u5c11\u5305\u542bglibcxx_3":30,"\u81f3\u6b64":[97,137],"\u826f\u597d\u7684\u6587\u6863":70,"\u8282\u70b9":[124,127],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":67,"\u82e5":99,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":108,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":143,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[142,144],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":136,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":134,"\u82e5\u6709\u5fc5\u8981":99,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":143,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":142,"\u82e5\u73af\u5883\u53d8\u91cf":[142,143,144],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":107,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":136,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":136,"\u82f1\u6587\u6587\u6863":102,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":102,"\u8303\u56f4":131,"\u83b7\u53d6":97,"\u83b7\u53d6\u53ef\u9009\u7684tag":28,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":30,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":103,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":37,"\u83b7\u53d6\u6e90\u7801":26,"\u83b7\u53d6\u8f93\u51fa\u65f6":115,"\u83b7\u53d6trainer":123,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":99,"\u83b7\u5f97\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u67d0\u4e00\u5c42\u7684name":106,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":28,"\u83b7\u5f97\u5f53\u524dmini":106,"\u83b7\u5f97\u7684\u503c\u7c7b\u578b\u5747\u4e3a":106,"\u83b7\u5f97\u8ba1\u7b97\u7ed3\u679c":115,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":119,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":124,"\u865a\u62df\u673a\u4e0a":26,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":71,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":118,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":128,"\u884c":114,"\u884c\u504f\u79fb":114,"\u884c\u53f7":133,"\u8865\u5145\u4e0a\u6b21\u7684commit":97,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":99,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":99,"\u8868\u793a":100,"\u8868\u793a\u4e3adeviceid":131,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":67,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":137,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":119,"\u8868\u793a\u6570\u636e\u7c7b\u578b":100,"\u8868\u793a\u7684\u504f\u79fb\u662f\u4ee5":114,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":100,"\u8868\u793a\u8bcd\u8bed\u5728\u8bcd\u5178\u4e2d\u7684\u5e8f\u53f7":114,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":123,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":123,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":144,"\u88ab":97,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":118,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":136,"\u88ab\u653e\u5728":99,"\u88ab\u79f0\u4e3a":140,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":134,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":123,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":136,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":139,"\u8981\u8c03\u7528":99,"\u89c6\u9891\u7b49":114,"\u89e3\u51b3\u529e\u6cd5\u662f":103,"\u89e3\u51b3\u65b9\u6848\u662f":108,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":123,"\u89e3\u7801\u5668\u4f7f\u7528":140,"\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":140,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":140,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":70,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":70,"\u8ba1\u5212\u5728":[66,67],"\u8ba1\u7b97":[118,140],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":140,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":99,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":107,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":140,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":99,"\u8ba1\u7b97\u8282\u70b9":118,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":118,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":99,"\u8ba1\u7b97\u8f93\u51fa":99,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":37,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":127,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":101,"\u8ba9paddle\u6838\u5fc3\u4e2d":71,"\u8bad\u7ec3":128,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":37,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":87,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":119,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":134,"\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u9ed8\u8ba4\u4fdd\u5b58\u5728\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":115,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":106,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":116,"\u8bad\u7ec3\u65f6":123,"\u8bad\u7ec3\u6a21\u578b\u540e":140,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":87,"\u8bad\u7ec3\u7a0b\u5e8f":116,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":123,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":123,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":106,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":106,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":128,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":129,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":129,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":129,"\u8bad\u7ec3dot_period":128,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":87,"\u8bb0\u5fc6\u6a21\u5757":140,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":119,"\u8bbe\u4e3a\u672c\u5730":119,"\u8bbe\u5b9a":107,"\u8bbe\u7f6e":[27,71,106,107,142,143],"\u8bbe\u7f6e\u4e3a":99,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":107,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":129,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":129,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":107,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":108,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":108,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":106,"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":108,"\u8bbe\u7f6e\u5e8f\u5217\u4fe1\u606f\u7684\u63a5\u53e3":114,"\u8bbe\u7f6e\u6210":108,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":106,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":99,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":100,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":131,"\u8bbe\u7f6egpu":129,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":133,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":123,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":97,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":97,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":97,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":97,"\u8bc6\u522b\u6570\u5b57":87,"\u8bcd\u5411\u91cf":87,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":134,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":129,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":129,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":129,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":129,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":129,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":129,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":129,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":129,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":129,"\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":99,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":129,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":99,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":27,"\u8be5\u63a5\u53e3\u63a5\u53d7\u4e24\u4e2a\u53c2\u6570":115,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":129,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":66,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":133,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":140,"\u8be5\u7c7b\u7684":100,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":99,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":67,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":142,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":99,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":107,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":137,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":100,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":119,"\u8be6\u7ec6\u53c2\u8003":27,"\u8be6\u7ec6\u53ef\u53c2\u8003":97,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":106,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":27,"\u8be6\u7ec6\u89c1":136,"\u8be6\u7ec6\u8bbe\u8ba1":53,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":87,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":133,"\u8bf4\u660e":[27,30,37,114],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":97,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":99,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":100,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":28,"\u8bf7\u4fdd\u8bc1travi":97,"\u8bf7\u5148\u4f7f\u7528":[142,143,144],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":131,"\u8bf7\u53c2\u8003":[71,99,100,103,106,109,115,137],"\u8bf7\u53c2\u8003\u6b64":115,"\u8bf7\u53c2\u89c1":97,"\u8bf7\u53c2\u9605":140,"\u8bf7\u5728\u8be5pull":97,"\u8bf7\u5728\u8f93\u5165\u65f6\u8fdb\u884c\u5408\u6cd5\u6027\u68c0\u67e5":114,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":97,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":97,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":102,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":129,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":100,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":30,"\u8bf7\u6ce8\u610f":[100,122,140],"\u8bf7\u6ce8\u610f\u662f\u5426\u9700\u8981\u4fee\u6539\u7f51\u7edc\u7ed3\u6784":115,"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":97,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":26,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":97,"\u8bf7\u76f4\u63a5\u586b\u51450":108,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":131,"\u8bf7\u786e\u4fdd":97,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":97,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":97,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":97,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":103,"\u8bf7\u9075\u5b88":97,"\u8bf7\u91c7\u7528":97,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":131,"\u8bfb\u53d6\u9700\u8981\u7684\u7ed3\u679c\u5373\u53ef":114,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":123,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":123,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":123,"\u8c03\u7528":[99,115,143],"\u8c03\u7528\u5bf9\u5e94":101,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[142,143],"\u8c03\u7528\u7528":133,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":116,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":100,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":99,"\u8c03\u7528c":[114,115],"\u8d21\u732e\u6587\u6863":102,"\u8d77\u59cb\u5b58\u50a8\u5730\u5740\u4ee5\u6570\u636e\u7684\u5b58\u50a8\u5927\u5c0f\u4e3a\u5355\u4f4d\u7684\u504f\u79fb":114,"\u8df3\u8f6c\u5230":97,"\u8df3\u8fc7":106,"\u8f6c\u5316\u65b9\u6cd5\u5728\u76f8\u5e94\u7684\u9886\u57df\u90fd\u6709\u901a\u7528\u89e3\u51b3\u65b9\u6848":114,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":67,"\u8f6c\u6362\u5197\u4f59":66,"\u8f6c\u6362\u51fd\u6570":67,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":38,"\u8f6c\u6362\u8017\u65f6":66,"\u8f93\u5165":[113,115,136,140],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":133,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":139,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":139,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":106,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":137,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":137,"\u8f93\u5165\u6570\u636e\u53ef\u5206\u4e3a":114,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":137,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":131,"\u8f93\u5165\u6570\u636e\u7c7b\u578b":114,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":99,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":99,"\u8f93\u5165\u68af\u5ea6":67,"\u8f93\u5165\u7684\u540d\u5b57":99,"\u8f93\u5165\u7684\u5927\u5c0f":99,"\u8f93\u5165\u7684\u7c7b\u578b":99,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":109,"\u8f93\u51fa":[100,115,136,140],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":139,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":139,"\u8f93\u51fa\u4fe1\u606f\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":114,"\u8f93\u51fa\u51fd\u6570":140,"\u8f93\u51fa\u521b\u5efa":[114,115],"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":136,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":139,"\u8f93\u51fa\u6240\u643a\u5e26\u7684\u5e8f\u5217\u4fe1\u606f":114,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":67,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":67,"\u8f93\u51fa\u6570\u636e\u662f\u5728\u4e0a\u6587\u4ecb\u7ecd\u7684":114,"\u8f93\u51fa\u6570\u636e\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":115,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":[113,115],"\u8f93\u51fa\u7531":114,"\u8f93\u51fa\u7684\u5e8f\u5217\u4fe1\u606f":114,"\u8f93\u51fa\u7684\u68af\u5ea6":129,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":122,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a":114,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":114,"\u8f93\u51fa\u90fd\u4f1a\u5bf9\u5e94\u6709\u81ea\u5df1\u7684":[114,115],"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":37,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":137,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":106,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":66,"\u8fd0\u884c":115,"\u8fd0\u884c\u4e00\u4e2a":26,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":100,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":26,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":100,"\u8fd0\u884c\u5931\u8d25":131,"\u8fd0\u884c\u5b8c\u6210\u540e":119,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":133,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":133,"\u8fd0\u884c\u65e5\u5fd7":119,"\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":133,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":27,"\u8fd0\u884c\u65f6c":115,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":123,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":144,"\u8fd1\u671f\u76ee\u6807":67,"\u8fd4\u56de":[3,4,5,9,10,11,17,18,19,23,25],"\u8fd4\u56de\u7684\u662f":109,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":87,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":99,"\u8fd4\u56de\u7c7b\u578b":[3,4,5,9,10,11,18,19,25],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":100,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":27,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":142,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":97,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":106,"\u8fd8\u662f\u4ece":38,"\u8fd8\u662f\u865a\u62df\u673a":26,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":127,"\u8fd8\u9700\u8981\u91cd\u5199":100,"\u8fd9":106,"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":108,"\u8fd9\u4e00\u4e2a\u5e93":112,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":134,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":71,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":66,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":71,"\u8fd9\u4e00\u8282\u5bf9\u56fe1\u4e2d\u9884\u6d4b\u4ee3\u7801\u7f16\u5199\u76845\u4e2a\u6b65\u9aa4\u8fdb\u884c\u4ecb\u7ecd\u548c\u8bf4\u660e":115,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":107,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":139,"\u8fd9\u4e09\u4e2a\u5206\u652f":87,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":133,"\u8fd9\u4e2a":[26,30],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":106,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":106,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":100,"\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":66,"\u8fd9\u4e2a\u51fd\u6570\u7684":140,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":137,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":140,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":71,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":71,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":123,"\u8fd9\u4e2a\u57fa\u7c7b":99,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":71,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":139,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":102,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":70,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":137,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":70,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":102,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":133,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":71,"\u8fd9\u4e2a\u793a\u4f8b":115,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":137,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":99,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":99,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":71,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":71,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":26,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":100,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":139,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":97,"\u8fd9\u4e2a\u9009\u62e9":[66,67],"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":140,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":71,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":38,"\u8fd9\u4e2aissu":26,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":123,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":139,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":106,"\u8fd9\u4e9b\u4f1a\u5728":[66,67],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":120,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":100,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":67,"\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":38,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7":116,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":123,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":99,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":106,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":106,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":137,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":87,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":99,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":97,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":97,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":99,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":137,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":100,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":26,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":97,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":97,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":137,"\u8fd9\u56db\u4e2a\u5e8f\u5217\u53c8\u5206\u522b\u542b\u67093":114,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":137,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":140,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":70,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":100,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":100,"\u8fd9\u610f\u5473\u7740":140,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":131,"\u8fd9\u65f6":[106,115],"\u8fd9\u65f6\u5728\u4f7f\u7528":108,"\u8fd9\u65f6\u7684":114,"\u8fd9\u65f6\u7684\u9700\u8981\u540c\u65f6\u63d0\u4f9b":114,"\u8fd9\u65f6\u884c\u504f\u79fb\u548c\u5217\u53f7\u6307\u5b9a\u7684\u5143\u7d20\u9ed8\u8ba4\u5176\u503c\u4e3a1":114,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":106,"\u8fd9\u65f6\u9700\u8981\u8c03\u7528\u521b\u5efa\u5e8f\u5217\u4fe1\u606f\u548c\u4e3a":114,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":108,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":108,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":136,"\u8fd9\u662f\u56e0\u4e3a":70,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":97,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":137,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":103,"\u8fd9\u6837":[71,118],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":67,"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":116,"\u8fd9\u6837\u4fdd\u8bc1":87,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":26,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":106,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":27,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":131,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":26,"\u8fd9\u6837\u5bb9\u5668\u7684":123,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":38,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":53,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":67,"\u8fd9\u6837\u5f53\u8be5pull":97,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":67,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":118,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":99,"\u8fd9\u6837\u7684\u8bdd":122,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":116,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":134,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":99,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":108,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":99,"\u8fd9\u79cd\u60c5\u51b5\u591a\u51fa\u73b0\u5728\u4f7f\u7528\u591a\u7ebf\u7a0b\u9884\u6d4b\u65f6":115,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":106,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":107,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":131,"\u8fd9\u79cd\u65b9\u5f0f\u6700\u4e3a\u7b80\u4fbf":112,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":140,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":139,"\u8fd9\u79cd\u94fe\u63a5\u65b9\u5f0f\u4e3b\u8981\u7528\u4e8e\u79fb\u52a8\u7aef\u9884\u6d4b":112,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":123,"\u8fd9\u7bc7":28,"\u8fd9\u7bc7\u6587\u6863":97,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":115,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u7edf\u4e00\u4f7f\u7528":114,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u5c06\u4f1a\u7edf\u4e00\u4f7f\u7528":114,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd":115,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":144,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728\u4f7f\u7528":114,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":26,"\u8fd9\u7bc7\u6587\u6863\u7684\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":115,"\u8fd9\u7bc7\u6587\u7ae0":26,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":137,"\u8fd9\u884c\u547d\u4ee4\u4e2d":133,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":140,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":70,"\u8fd9\u91cc":[27,67,97,108,123,140],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":100,"\u8fd9\u91cc\u4ecb\u7ecdc":115,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":133,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":137,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":106,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":109,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":99,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":123,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":106,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":119,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":87,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":101,"\u8fd9\u91cc\u9009\u62e90":87,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":37,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":133,"\u8fdb\u4e00\u6b65\u4f18\u5316":67,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":97,"\u8fdb\u5165":87,"\u8fdb\u5165\u5bb9\u5668":122,"\u8fdb\u5165\u5bf9\u5e94\u7684\u76ee\u5f55":103,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":123,"\u8fdb\u7a0b\u7684":119,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":123,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":123,"\u8fdb\u7a0b\u9700\u8981\u7684":123,"\u8fdb\u800c\u591a\u673a":133,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":133,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":133,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":87,"\u8fdb\u884c\u4e86":137,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":123,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":123,"\u8fdb\u884c\u524d\u5411\u8ba1\u7b97":115,"\u8fdb\u884c\u56de\u590d":97,"\u8fdb\u884c\u5e8f\u5217\u5316":115,"\u8fdb\u884c\u5f00\u53d1":97,"\u8fdb\u884c\u62c6\u89e3":137,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":99,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":142,"\u8fdb\u884c\u8bad\u7ec3":115,"\u8fdb\u884c\u8bbe\u7f6e":100,"\u8fdb\u884c\u94fe\u63a5":112,"\u8fdb\u884c\u9884\u6d4b\u4f9d\u8d56\u4e8e\u5c06":112,"\u8fdb\u884c\u9884\u6d4b\u65f6":115,"\u8fdb\u884cpython\u4e0ec":133,"\u8fdb\u9636\u4f7f\u7528":141,"\u8fdb\u9636\u6307\u5357":109,"\u8fde\u63a5":139,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":116,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":116,"\u9000\u51fa\u5bb9\u5668":122,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":28,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":67,"\u9009\u62e9\u76ee\u6807\u5206\u652f":97,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":129,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":87,"\u9009\u9879":[26,27],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":53,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":128,"\u901a\u5e38":[71,100,133],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":123,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":116,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":131,"\u901a\u5e38\u4f7f\u7528cento":30,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":108,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":87,"\u901a\u5e38\u540d\u5b57\u662f":97,"\u901a\u5e38\u60c5\u51b5\u4e0b":134,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":122,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":37,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":144,"\u901a\u5e38\u7528\u4e8e\u8868\u793a\u79bb\u6563\u7684\u7c7b\u522b\u6807\u7b7e":114,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":140,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":99,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":137,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":133,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":131,"\u901a\u5e38\u9700\u8981\u53bb\u6389\u7f51\u7edc\u4e2d\u7684":115,"\u901a\u7528":128,"\u901a\u8fc7":[97,99,100,106,114,137],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":139,"\u901a\u8fc7\u4f7f\u7528":27,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":66,"\u901a\u8fc7\u51fd\u6570":123,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":106,"\u901a\u8fc7\u591a\u4e2a\u7ebf\u7a0b\u5171\u4eab\u540c\u4e00\u4e2a\u6a21\u578b\u6765\u51cf\u5c11\u5185\u5b58\u5f00\u9500":115,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":139,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":139,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":97,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":71,"\u901a\u8fc7\u7075\u6d3b\u4f7f\u7528\u4ee5\u4e0a\u4e24\u4e2a\u63a5\u53e3":115,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":109,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":99,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":118,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":100,"\u901a\u8fc7\u8c03\u7528":[114,115],"\u901a\u8fc7\u8c03\u7528\u4ee5\u4e0b\u63a5\u53e3\u521b\u5efa\u7a00\u758f\u77e9\u9635":114,"\u901a\u8fc7data":139,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":144,"\u903b\u8f91\u4e0a\u9ad8\u4e8e\u4e8c\u7ef4\u7684\u6570\u636e":114,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":53,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":107,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":97,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":87,"\u90a3\u4e48":[71,99,139],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":139,"\u90a3\u4e48\u4f1a\u643a\u5e26\u6709":114,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":108,"\u90a3\u4e48\u5728":100,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":108,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":67,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":67,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":108,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":26,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":108,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":140,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":140,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":108,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":106,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":103,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":26,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":108,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":106,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":131,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":134,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":134,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":108,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":134,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":134,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":67,"\u90fd\u4e0d\u9700\u8981":26,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":129,"\u90fd\u4f1a\u7ba1\u7406\u7ef4\u62a4\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":115,"\u90fd\u4f1a\u9020\u6210\u8bad\u7ec3\u4e2d\u7684\u6570\u636e\u4ecec":106,"\u90fd\u4f7f\u7528":114,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":137,"\u90fd\u53ef\u4ee5\u8fd0\u884c":26,"\u90fd\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528\u4e0b\u9762\u7684\u63a5\u53e3\u4e3a\u539f\u6709\u7684\u6570\u636e\u8f93\u5165\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f":114,"\u90fd\u5e94\u4f7f\u7528c":114,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":38,"\u90fd\u662f\u4ee5ext\u5f00\u5934":67,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":136,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":137,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":70,"\u90fd\u7528":97,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":66,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":97,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":99,"\u914d\u5236\u7f16\u8bd1\u9009\u9879":112,"\u914d\u7f6e\u6253\u5f00":134,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":99,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":26,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":53,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":140,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":99,"\u914d\u7f6eapi":136,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":129,"\u91c7\u7528multi":108,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":37,"\u91cc":26,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":26,"\u91cc\u5b8c\u6210":100,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":70,"\u91cc\u7684":26,"\u91cc\u7684\u65e5\u5fd7":119,"\u91cc\u7684\u6e90\u7801":26,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":26,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":87,"\u91cc\u9762":100,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":142,"\u91cc\u9762\u6dfb\u52a0":67,"\u91ccstep\u7684\u5185\u5bb9":106,"\u91cd\u5199\u7236\u7c7blayer\u7684":67,"\u91cd\u547d\u540d\u6210":70,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":134,"\u9488\u5bf9\u4e0d\u540c\u7684":143,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":122,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":106,"\u94fe\u63a5":112,"\u94fe\u63a5\u4e2d\u627e\u5230":30,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":27,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":70,"\u94fe\u63a5\u76f8\u5bf9\u5bb9\u6613":112,"\u94fe\u63a5\u9009\u9879":112,"\u94fe\u63a5\u9759\u6001\u5e93":112,"\u9519\u8bef":103,"\u9519\u8bef\u5904\u7406":70,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":70,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":70,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":108,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":26,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":122,"\u957f\u5ea6":106,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":140,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":140,"\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f":114,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":129,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":129,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":102,"\u9664\u4e86boot_lay":137,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":71,"\u9664\u6b64\u4e4b\u5916":106,"\u9664\u96f6\u7b49\u95ee\u9898":106,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":97,"\u968f\u673a\u6570\u7684\u79cd\u5b50":129,"\u968f\u673a\u6570seed":128,"\u9694\u5f00":116,"\u96c6\u6210\u5230":66,"\u96c6\u6210\u5230paddlepaddl":67,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":129,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":122,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":127,"\u96c6\u7fa4\u4efb\u52a1":119,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":119,"\u96c6\u7fa4\u6d4b\u8bd5":128,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":120,"\u96c6\u7fa4\u8bad\u7ec3":128,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":105,"\u96c6\u7fa4\u8fdb\u7a0b":119,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":100,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":134,"\u9700\u6307\u5b9a":112,"\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":114,"\u9700\u6ce8\u610f":112,"\u9700\u8981":[26,38,100,115],"\u9700\u8981\u4e3a":100,"\u9700\u8981\u4f7f\u7528":106,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":123,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":30,"\u9700\u8981\u4f7f\u7528\u8005\u81ea\u5df1\u4e86\u89e3\u5e76\u5b8c\u6210\u8f6c\u5316":114,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":97,"\u9700\u8981\u4fee\u6539build":87,"\u9700\u8981\u521b\u5efa\u5e76\u586b\u5199":114,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[30,103],"\u9700\u8981\u5355\u72ec":28,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":53,"\u9700\u8981\u540c\u65f6\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5185\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":114,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":97,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":123,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":100,"\u9700\u8981\u54ea\u4e9b\u5c42\u7684\u8ba1\u7b97\u7ed3\u679c\u4f5c\u4e3a\u8f93\u51fa":115,"\u9700\u8981\u5728":100,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":122,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":102,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":71,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":143,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":106,"\u9700\u8981\u5c06\u7f51\u7edc\u7ed3\u6784\u4f7f\u7528":115,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":87,"\u9700\u8981\u5c06cuda\u76f8\u5173\u7684\u5e93\u8bbe\u7f6e\u5230":112,"\u9700\u8981\u5c06paddl":112,"\u9700\u8981\u5f15\u7528":71,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":26,"\u9700\u8981\u601d\u8003\u5b8c\u6210\u4ee5\u4e0b\u5de5\u4f5c":[114,115],"\u9700\u8981\u624b\u52a8\u8fdb\u884c\u89e3\u538b":115,"\u9700\u8981\u6267\u884c":[27,30,111],"\u9700\u8981\u6307\u5b9a":112,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":137,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":109,"\u9700\u8981\u660e\u786e\u6307\u5b9a":129,"\u9700\u8981\u663e\u5f0f\u5730\u94fe\u63a5":112,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5":112,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5mkl\u7684\u52a8\u6001\u5e93":112,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":70,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":123,"\u9700\u8981\u6ce8\u610f":100,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[67,87,106,129],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":99,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":137,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":142,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":107,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":67,"\u9700\u8981\u81ea\u5df1\u94fe\u63a5mkl\u94fe\u63a5\u5e93":112,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":71,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":26,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":139,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":87,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":101,"\u9700\u9644\u52a0\u53cc\u5c42\u5e8f\u5217\u4fe1\u606f":114,"\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":114,"\u975e\u5e38\u6570":99,"\u975e\u5e8f\u5217\u8f93\u5165\u4e0d\u643a\u5e26":114,"\u975e\u5e8f\u5217\u8f93\u5165\u65e0\u9700\u6784\u9020":114,"\u975e\u96f6\u5143\u4e2a\u6570":114,"\u975e\u96f6\u5143\u7d20\u7684\u503c":114,"\u975e\u96f6\u5143\u7d20\u7684\u5217\u53f7":114,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":99,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":142,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":142,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":26,"\u987a\u5e8f":137,"\u9884\u63d0\u4ea4\u94a9\u5b50":97,"\u9884\u6d4b\u4ee3\u7801\u66f4\u591a\u8be6\u7ec6\u793a\u4f8b\u4ee3\u7801\u8bf7\u53c2\u8003":115,"\u9884\u6d4b\u4f7f\u7528\u7684\u7f51\u7edc\u7ed3\u6784\u5f80\u5f80\u4e0d\u540c\u4e8e\u8bad\u7ec3":115,"\u9884\u6d4b\u65f6":115,"\u9884\u6d4b\u65f6\u53ea\u9700\u52a0\u8f7d\u4e00\u4e2a\u6587\u4ef6\u4fbf\u4e8e\u53d1\u5e03":115,"\u9884\u6d4b\u7a0b\u5e8f\u5f00\u53d1\u4e24\u5927\u90e8\u5206":115,"\u9996\u5148":[99,137,140],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":27,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":97,"\u9996\u5148\u5b9a\u4e49":100,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":99,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":99,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":108,"\u9996\u5148\u901a\u8fc7":97,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":109,"\u9a71\u52a8":102,"\u9ad8\u4eae\u90e8\u5206":137,"\u9ad8\u5ea6":114,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":140,"\u9ad8\u65af\u5206\u5e03":108,"\u9ed8\u8ba4":129,"\u9ed8\u8ba40":116,"\u9ed8\u8ba41":116,"\u9ed8\u8ba4127":116,"\u9ed8\u8ba4256k":53,"\u9ed8\u8ba47164":116,"\u9ed8\u8ba4\u4e0d\u663e\u793a":129,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":139,"\u9ed8\u8ba4\u4e3a0":[129,131],"\u9ed8\u8ba4\u4e3a1":[114,131],"\u9ed8\u8ba4\u4e3a100":131,"\u9ed8\u8ba4\u4e3a4096mb":129,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":139,"\u9ed8\u8ba4\u4e3anull":129,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":106,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":129,"\u9ed8\u8ba4\u4f7f\u7528mkl":27,"\u9ed8\u8ba4\u503c":[27,131,136,143],"\u9ed8\u8ba4\u503c\u4e3a":[142,143,144],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":143,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":139,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[108,119],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":108,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":137,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":28,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":28,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":122,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":143,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":66,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":131,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[142,144],"\u9ed8\u8ba4\u8c03\u7528":26,"\u9ed8\u8ba4fals":116,"abi\u7684paddlepaddle\u5e93":142,"abstract":[45,52,56,77,86,88],"android\u5b98\u65b9\u63d0\u4f9b\u7684":142,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":142,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":142,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":142,"api\u4e0d\u4f1a\u76f4\u63a5\u52a0\u8f7d":115,"api\u4e0d\u5c0f\u4e8e21":142,"api\u4e2d":114,"api\u4e2d\u4f7f\u7528":70,"api\u4e2d\u7684\u4e00\u7ef4\u6570\u7ec4":114,"api\u4e2d\u7684\u77e9\u9635\u6765\u8868\u793a":114,"api\u4e2d\u795e\u7ecf\u7f51\u7edc\u7684\u4e00\u4e2a\u8f93\u5165":115,"api\u4f7f\u7528\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u6982\u5ff5":115,"api\u4f7f\u7528\u6d41\u7a0b":113,"api\u4f7f\u7528\u6d41\u7a0b\u793a\u610f\u56fe":115,"api\u4f7f\u7528\u793a\u4f8b":115,"api\u521b\u5efa\u7684gradientmachine\u7c7b\u7684\u5bf9\u8c61":115,"api\u53ef\u4ee5\u901a\u8fc7\u5206\u522b\u6307\u5b9a\u5e8f\u5217\u5316\u540e\u7684\u7f51\u7edc\u7ed3\u6784\u6587\u4ef6\u548c\u53c2\u6570\u76ee\u5f55\u6765\u52a0\u8f7d\u8bad\u7ec3\u597d\u7684\u6a21\u578b":115,"api\u53ef\u4ee5\u901a\u8fc7\u6307\u5b9a":115,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":116,"api\u5bf9\u6bd4\u4ecb\u7ecd":138,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":71,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":71,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":142,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":30,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u65f6":112,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u9700\u8981\u4e00\u4e2a\u8bad\u7ec3\u597d\u7684\u6a21\u578b":115,"api\u6240\u9700\u7684\u4f9d\u8d56":112,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":71,"api\u63a5\u53e3":53,"api\u63a5\u53e3\u751f\u6210":100,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":71,"api\u63a5\u53e3\u7684\u751f\u6210":100,"api\u63d0\u4f9b\u7684":115,"api\u652f\u6301\u7684\u6240\u6709\u8f93\u5165\u6570\u636e\u7c7b\u578b\u548c\u4ed6\u4eec\u7684\u7ec4\u7ec7\u65b9\u5f0f":115,"api\u6587\u6863":[142,143],"api\u65f6":71,"api\u65f6\u4e3a\u8f93\u51fa":115,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":71,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":71,"api\u66b4\u9732\u7684\u7c7b\u578b":71,"api\u6765\u9884\u6d4b":[142,143],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":71,"api\u7684\u5934\u6587\u4ef6":[142,143,144],"api\u7684\u5b9e\u4f8b":71,"api\u7684\u5b9e\u73b0\u7ec6\u8282":71,"api\u7684\u63a5\u53e3":71,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":71,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":71,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":71,"api\u76f8\u5173\u63a5\u53e3":114,"api\u7ea7\u522b":142,"api\u7ea7\u522b\u4e3a21":142,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":71,"api\u8bad\u7ec3":115,"api\u9700\u8981\u521b\u5efa\u7684\u6570\u636e\u7c7b\u578b":114,"api\u9759\u6001\u5e93":143,"api\u9884\u6d4b\u5e93":[132,143],"api\u9884\u6d4b\u65f6":115,"apis\u505a\u4e86\u5c01\u88c5":66,"app\u4e2d":[142,143],"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":143,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":108,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":28,"avx\u7248\u672c":28,"avx\u7684\u955c\u50cf":28,"batch\u4e2d\u5305\u542b":106,"batch\u7684\u6743\u91cd":106,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":129,"batches\u6b21":129,"block\u6784\u6210\u4e00\u4e2amodel":37,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":28,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":87,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":28,"book\u7684":109,"book\u7684docker\u955c\u50cf":28,"boolean":[18,52,54,62,70,93],"break":[9,35,91,93,95,96],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":87,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":87,"byte":[9,11,53,69,108],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":70,"c\u6709\u6807\u51c6\u7684abi":70,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":70,"case":[4,18,39,45,46,47,52,56,65,71,77,81,83,84,93,121,134,145],"cc\u4e2d\u7684":101,"cells\u7b49":107,"char":41,"ci\u73af\u5883\u4f7f\u7528":87,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":87,"class":[1,2,3,4,5,6,7,9,10,13,14,15,18,21,25,31,34,45,46,47,50,51,55,56,57,58,60,61,63,65,70,74,75,79,80,84,85,86,88,89,90,92,95,99,100,101,108,135],"cmake\u4e2d\u5c06":134,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":142,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":103,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":142,"cmake\u7f16\u8bd1\u65f6":27,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[142,143,144],"cmake\u914d\u7f6e\u4e2d\u5c06":134,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[142,143,144],"compute\u51fd\u6570":66,"const":[34,39,41,55,57,63,64,78,79,81,85,88,90,92,94,95,99,100,101],"container\u4e2d":122,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":71,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":71,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":71,"core\u6982\u5ff5":71,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":109,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":108,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":131,"count\u548cgpu":131,"csr\u5b58\u50a8\u683c\u5f0f\u901a\u8fc7":114,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":100,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":100,"cuda\u5b9e\u73b0\u5728":100,"cuda\u5e93":129,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":100,"cuda\u76f8\u5173\u5e93\u4f1a\u5728\u9884\u6d4b\u7a0b\u5e8f\u8fd0\u884c\u65f6\u52a8\u6001\u88c5\u8f7d":112,"cudnn\u5e93":[27,129],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":133,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":38,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":101,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":123,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":137,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":137,"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":106,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":139,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":139,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":139,"decoer\u67b6\u6784":139,"default":[2,3,4,5,6,7,9,10,11,17,18,19,22,25,31,34,35,45,46,50,59,63,69,72,73,81,82,88,89,90,93,96,121,122,123,131,142,145],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":67,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":27,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":67,"dnn\u4e2d\u7684":67,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":67,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":67,"dnn\u4f1a\u7528\u5230":67,"dnn\u5171\u540c\u4f7f\u7528":67,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":67,"dnn\u5728\u53d1\u5e03":67,"dnn\u5b9e\u73b0":67,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":67,"dnn\u6570\u5b66\u5e93":27,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":67,"dnn\u7684":67,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":67,"dnn\u7684\u6027\u80fd":67,"dnn\u7684\u60c5\u51b5\u4e0b":67,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":67,"dnn\u7684\u6d4b\u8bd5":67,"dnn\u7684\u73af\u5883\u4e0b":67,"dnn\u7684\u76f8\u5173\u529f\u80fd":67,"dnn\u7684\u7ed3\u679c":67,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":67,"dnn\u7684layer":67,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":67,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":127,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":102,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":102,"docker\u5b98\u7f51":28,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":142,"docker\u7684\u5b98\u7f51":102,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":27,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":142,"docker\u955c\u50cf":28,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":28,"docker\u955c\u50cf\u9ed8\u8ba4":28,"dockerhub\u7f51\u7ad9":28,"double\u7c7b\u578b\u65f6\u4e3a8":108,"dropout\u7684\u6bd4\u4f8b":99,"eigenscalar\u7684\u8f6c\u6362":101,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":137,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":139,"encoder\u8f93\u51fa":139,"entropy\u4f5c\u4e3acost":108,"enum":[39,41,46,72,79,80,89,90,96],"export":[28,56,61,102,103,116],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":109,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":131,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":131,"final":[4,5,18,32,33,47,61,73,74,91,95],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":101,"float":[2,3,4,6,9,18,19,50,55,63,90,92,94,100,101,114,134],"float\u7b49":131,"forward\u7684output\u7684\u503c":106,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":101,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":101,"full\u53c2\u6570\u63d0\u4ea4":104,"function":[4,5,9,10,18,19,23,31,33,34,36,40,41,42,44,45,46,47,50,51,55,57,60,63,68,73,74,77,78,79,80,81,83,84,85,86,88,90,95,133,140,145],"function\u4f7f\u7528":107,"git\u6d41\u5206\u652f\u6a21\u578b":97,"github\u9996\u9875":97,"glibc\u81f3\u5c11\u5305\u542bglibc_2":30,"golang\u53ef\u4ee5\u4f7f\u7528":70,"golang\u7684":70,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":120,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":27,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":134,"gpu\u6027\u80fd\u8c03\u4f18":132,"gpu\u6267\u884c":101,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":129,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":103,"gpu\u7b49":87,"group\u6559\u7a0b":138,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":107,"gru\u6216lstm":140,"h\u5e76\u4e0d\u56f0\u96be":70,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":102,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":109,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":129,"id\u6307\u5b9a\u7684gpu":131,"id\u65e0\u6548":129,"image\u91cc":122,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":38,"imikolov\u6570\u636e\u96c6":116,"import":[3,4,30,31,34,35,45,46,49,57,59,61,62,68,73,74,80,88,91,100,109,111,115,116,121],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":106,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":53,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":38,"instance\u5305\u6db5\u4e24\u4e2a\u503c":38,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":38,"int":[2,3,4,5,9,10,11,18,19,33,34,39,40,41,44,45,46,48,62,63,66,67,68,70,71,79,80,82,83,89,90,92,95,96,99,101,114,116,131],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":70,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":143,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":120,"issue\u7f16\u53f7":97,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":123,"job\u7684\u540d\u5b57":123,"kernel\u5b9e\u73b0":100,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":100,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":100,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":123,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":120,"kubernetes\u5355\u673a\u8bad\u7ec3":120,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":123,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":123,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":122,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":137,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":137,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":136,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":136,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":107,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":139,"layer\u65f6":[67,107],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":109,"layer\u7684\u540e\u9762\u63a5\u6709cpu":67,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":99,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":107,"linux\u4e2d":28,"list\u4e2d":115,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":87,"list\u5982\u4e0b\u6240\u793a":131,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":131,"long":[4,5,9,18,46],"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":139,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":140,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":140,"memory\u53ea\u80fd\u5728":139,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":137,"memory\u6307\u5411\u4e00\u4e2alay":139,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":140,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":137,"memory\u7684":140,"memory\u7684\u521d\u59cb\u72b6\u6001":139,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":137,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":139,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":140,"memory\u7684i":139,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":139,"mkl\u5e93\u7684":66,"mklml\u4ee5\u53camkl":67,"mklml\u53ef\u4ee5\u4e0emkl":67,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":67,"mnist\u624b\u5199\u6570\u5b57\u8bc6\u522b\u76ee\u5f55":115,"mode\u4e0b\u7684\u7ed3\u679c":66,"model\u505a\u5206\u652f\u7ba1\u7406":87,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":123,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":38,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":142,"new":[4,9,18,32,33,34,35,36,39,40,41,42,43,46,47,50,55,56,65,66,68,72,74,77,82,83,84,86,90,91,95,97,99,121,145],"note\u7684\u4e66\u5199":87,"null":[61,99,114,129],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":116,"num_gradient_servers\u53c2\u6570":123,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":108,"only\u7684\u4e8c\u8fdb\u5236":27,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":100,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":100,"op\u5b9a\u4e49":100,"op\u6709\u8ba1\u7b97\u51fd\u6570":100,"op\u6ce8\u518c\u5b9e\u73b0\u5728":100,"op\u7684\u4fe1\u606f":67,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":100,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":67,"opprotomake\u5b9a\u4e49":100,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":102,"org\u76ee\u524d\u9075\u5faa":87,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":137,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":101,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":123,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":101,"packages\u91cc\u9762":103,"packages\u91cc\u9762\u7684python\u5305":103,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":66,"packed\u76f8\u5173\u529f\u80fd":66,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":27,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":70,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":137,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":106,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":70,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":70,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":70,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":71,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":70,"paddle\u7684c":71,"paddle\u8bad\u7ec3\u4efb\u52a1":38,"paddle\u8def\u5f84\u4e0b":71,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":70,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":71,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":70,"paddle_\u7c7b\u578b\u540d":71,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":71,"paddlepaddle\u4e2d":[136,139],"paddlepaddle\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f\u548c\u8f93\u5165\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f\u5b8c\u5168\u76f8\u540c":114,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":137,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":67,"paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u8f93\u5165":114,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":107,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":109,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[142,143],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":109,"paddlepaddle\u4e3ano":28,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":27,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":107,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":118,"paddlepaddle\u4f7f\u7528\u5747\u503c0":108,"paddlepaddle\u4f7f\u7528avx":103,"paddlepaddle\u4f7f\u7528git":87,"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":108,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":108,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":30,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":120,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":30,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":27,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":118,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":137,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":99,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":137,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":107,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":27,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":109,"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":30,"paddlepaddle\u5c06\u4f1a\u6839\u636e":143,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":143,"paddlepaddle\u5c06\u6839\u636e":142,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[142,143,144],"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":143,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":87,"paddlepaddle\u63d0\u4f9b":29,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":38,"paddlepaddle\u63d0\u4f9b\u7684":107,"paddlepaddle\u652f\u6301":27,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":109,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":111,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":106,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":106,"paddlepaddle\u6587\u6863\u4f7f\u7528":102,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":109,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":87,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":87,"paddlepaddle\u7684":122,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":87,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":106,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":108,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":122,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":127,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":142,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":107,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":102,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":102,"paddlepaddle\u7684\u6e90\u7801":97,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":27,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":67,"paddlepaddle\u7684bas":99,"paddlepaddle\u7684c":142,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":143,"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":142,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":144,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":144,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":142,"paddlepaddle\u7684dock":122,"paddlepaddle\u7684softmax\u4e0d\u80fd\u6307\u5b9a\u8ba1\u7b97\u7ef4\u5ea6":107,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":137,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":108,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":108,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":27,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":142,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":139,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":139,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":123,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":129,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":129,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":129,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":129,"passes\u8f6e":129,"patch\u53f7":87,"patch\u53f7\u52a0\u4e00":87,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":131,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":133,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":129,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":129,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":129,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":129,"period\u6574\u9664":129,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":129,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":53,"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":53,"pfsserver\u63d0\u4f9brest":53,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":144,"pi\u7248\u672c\u7684\u5e93":144,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":144,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":144,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":144,"pi\u7cfb\u7edf\u7684\u7248\u672c":144,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":29,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":116,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":116,"public":[10,18,34,55,58,63,79,85,88,90,91,92,95,99,100,101,121,122],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":28,"py\u4e2d":87,"py\u7a0b\u5e8f":30,"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":106,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":87,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":87,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":30,"python\u5b89\u88c5\u5305\u652f\u6301linux":103,"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":99,"python\u5e93yep":133,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":133,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":38,"reader\u8f93\u51fa\u7684data":38,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":123,"request\u524d":97,"request\u7684":97,"request\u88ab\u5408\u5e76\u540e":97,"resnet\u7684mkl":67,"return":[2,4,5,7,9,10,11,17,18,23,25,31,32,33,34,38,39,41,44,45,46,51,55,57,58,59,61,63,64,65,68,73,74,75,79,80,81,85,88,90,92,95,99,101,106,108,109,121,123,140],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":137,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":137,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":139,"rnn\u76f8\u5173\u6a21\u578b":132,"rnn\u90e8\u5206\u4e2d":66,"rnn\u914d\u7f6e":138,"root\u66ff\u6362\u4e3apaddlepaddle\u9884\u6d4b\u5e93\u7684\u5b89\u88c5\u8def\u5f84":112,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":38,"search\u7684\u65b9\u6cd5":129,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":137,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":139,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":129,"server\u4e4b\u4e0a":37,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":37,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":37,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":37,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":37,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":37,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":37,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":37,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":37,"server\u751f\u6210\u4e00\u4e2auuid":37,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":37,"server\u7684\u6570\u636e\u5feb\u7167":37,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":37,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":37,"short":[4,5,55,59,82,88,91,95],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":103,"size\u4e3a512":129,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":106,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":106,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":99,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":106,"static":[25,41,71,88,90,121,145],"step\u51fd\u6570\u4e2d\u7684memori":139,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":139,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":143,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":136,"super":[82,99],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":70,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":70,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":70,"swig\u76f4\u63a5\u8bfb\u53d6c":70,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":70,"switch":[34,71,121],"tag\u4e3a":87,"tag\u53ef\u4ee5\u662flatest\u6216latest":87,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":87,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":101,"tensor\u5230eigentensor":101,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":101,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":101,"tensor\u6a21\u5757\u5bf9el":101,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":100,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":101,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":101,"tests\u7684paddlepaddl":97,"tflops\u4e86":134,"throw":121,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":133,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":116,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":109,"trainer\u8282\u70b9\u4e2a\u6570":116,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":116,"true":[2,3,4,5,6,7,9,10,11,17,18,19,21,25,31,33,34,39,56,62,66,75,80,81,82,83,87,90,95,99,106,108,114,115,121,123,131,140],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":140,"try":[35,36,39,40,41,56,61,65,68,83,88,91,103],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":71,"type\u6307\u5b9a\u4e3a":133,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":133,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":107,"unsupported\u6a21\u5757":100,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":129,"v1\u7248\u672c":103,"var":[17,18,33,34,45,46,50,57,58,60,62,75,80,81,82,84,88,93,94,95,102],"vector\u662frank\u4e3a1\u7684tensor":101,"void":[34,39,41,52,55,57,58,63,68,69,70,71,80,81,89,90,92,94,99,100,101],"wheel\u5305":87,"while":[2,4,9,34,43,46,56,61,64,65,74,77,78,83,86,88,92,123],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":101,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":140,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":137,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":137,"x86_64\u548cmaco":103,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":109,"x\u548cwindow":142,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":109,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":123,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":123,"zero\u4e09\u79cd\u64cd\u4f5c":129,AGE:[121,122],AWS:[9,38,120,125,126],Abs:18,Added:91,And:[3,4,6,9,10,11,18,25,39,43,44,52,59,61,72,76,79,83,88,92,121],But:[4,5,9,18,32,58,64,72,79,88,103,145],EOS:4,For:[3,4,5,6,9,18,25,31,33,34,40,41,42,44,45,47,50,51,56,57,58,60,63,65,69,72,73,74,77,78,79,80,81,82,83,84,85,86,89,90,91,92,94,96,134,145],IDE:26,IDs:[10,18,43,46,74],IRs:47,Into:121,Its:[3,4,57,89,121],K8s:145,NMS:4,NOT:[18,82],Not:[31,36,65,91,145],OPs:[47,49],One:[3,5,18,25,32,43,69,72,88,91,94],Ops:[84,86,90],PFS:53,QoS:122,Such:[63,82,91,95],TLS:[31,53,121],That:[4,9,76],The:[1,2,3,4,5,6,9,10,11,17,18,19,22,25,31,32,33,35,36,40,42,43,44,46,47,49,50,51,54,55,57,61,64,65,68,69,71,73,74,76,77,79,80,81,82,83,86,88,89,90,91,92,94,95,96,99,100,101,114,121,123,135],Their:[4,36],Then:[4,5,18,45,47,58,63,65,76,79,81,121],There:[3,4,10,18,25,31,34,35,36,41,43,44,46,47,54,55,56,61,65,72,73,74,77,78,79,82,86,88,89,92,121],These:[3,11,18,33,34,50,55,60,75,86,89,90,91],Use:[3,9,18,31,48,54,83,84,91,121],Used:[5,21,84,92],Uses:65,Using:[18,36,56,77,83,84,86,88],VPS:121,Will:[9,25,109],With:[4,5,45,50,56,76,80,91,95],YES:44,Yes:[28,67],___embedding_0__:123,___embedding_1__:123,___fc_layer_0__:121,__align__:55,__cuda_align__:55,__device__:55,__doc__:90,__file__:44,__forceinline__:55,__fp16:55,__global__:55,__gradient_machines__:25,__hadd:55,__half:55,__half_raw:55,__impl__:90,__init__:[50,51,59,65,75,82,95,99,133],__main__:59,__name__:59,__param_conf__:25,__rnn_step__:140,__square_error_cost_0__:123,__tmp_params__:25,__va_args__:85,__x:55,_addup_repetitive_outputs_:33,_append_backward_ops_:[33,50],_append_backward_vars_:33,_binari:35,_create_global_var:82,_def:65,_dtype:61,_filer:68,_filter:68,_fwd:68,_fwd_pd:68,_input:68,_librari:35,_link:5,_live_in:65,_live_out:65,_loss:59,_op:[61,100],_output:68,_presucessor:65,_program:65,_proj:4,_recurrent_group:140,_remove_no_grad_branch_:33,_reorder_input:68,_source_language_embed:140,_src_input:68,_sucessor:65,_target_language_embed:140,_test:35,_update_op:51,_use:65,_value_index:61,a75:55,a_op:100,a_prev:91,aaaaa:38,aaaaaaaaaaaaa:121,abbrevi:11,abc:4,abil:59,abl:[4,31,33,46,47,63,75,79,82,145],about:[5,11,18,32,34,35,44,49,54,57,65,73,83,88,90,91,92,121],abov:[3,4,18,31,32,33,34,35,36,40,45,46,47,55,56,57,58,60,68,73,74,75,76,77,79,80,82,90,91,93,94,95,121,134,145],abs:[5,32,59,106],abs_numerical_grad:32,absolut:[32,106],acc:47,acceler:[4,37,67,76,77],accept:[2,4,9,18,31,84],access:[4,5,18,31,35,40,43,44,45,46,47,82],accessmod:121,accessor:82,accord:[3,4,11,18,32,33,41,47,49,60,74,84,95],accordingli:[3,4],account:[84,145],accoust:91,accrodingli:39,accumul:[14,36,41,51,76,77,91],accur:[32,43,79],accuraci:[3,51,91],achiev:[49,76,77,91,92],acl2016:10,acquir:56,across:[4,9,33,47,73,91],act1:61,act2:61,act:[4,5,18,19,34,47,61,74,82,95,106,109,111,135,140],act_output:90,act_typ:61,actgat:18,action:[46,121],activ:[5,18,19,24,35,61,65,74,79,82,86,90,106,109,111,140],activi:5,actnod:18,actual:[4,18,39,50,56,59,61,68,72,77,90,92,94],actual_layout:68,adadelta:106,adagrad:[77,89],adagradoptim:[20,75],adam:[31,41,47,59,108],adamaxoptim:20,adamoptim:20,adapt:[3,6,18,25,79,94],add:[4,5,9,18,22,23,25,32,33,34,35,39,43,46,47,49,51,55,58,62,64,75,77,81,82,84,86,88,92,93,97,101,103,135],add_activ:82,add_bia:82,add_depend:35,add_execut:35,add_input:[73,99],add_memori:73,add_output:73,add_scalar:[34,74,80],add_sum:82,add_test:[35,99],add_to:107,add_two:[34,73],add_unittest_without_exec:99,addattr:[90,100],addbia:99,addcom:[90,100],added:[3,4,10,18,25,34,49,50,55,72,76,77,86,97],adding:86,addinput:[90,100],addit:[4,5,33,46,76,79,84,86,95],addition:73,addmemori:68,addop:58,addoutput:100,addprimit:68,addprimitivedesc:68,addr:36,address:[36,41,45,47,114,145],addrow:99,addtolay:4,addtyp:90,adjust:[33,50],admin:145,administr:[43,145],adopt:[55,59],advanc:32,advantag:[32,55,56,77,83],adversari:[59,83],affect:[4,18,34],affili:74,afford:40,aforement:35,after:[4,5,10,11,18,33,34,35,40,41,43,47,48,49,50,52,54,55,65,68,76,78,79,82,91,97,121],aftern:79,again:[31,32,36,77],against:121,age:[10,123],agg_level:[4,136,137],aggreg:[51,76,121],aggregatelevel:[136,137],ago:35,agre:[106,109],ahead:91,alex:18,alexnet_pass1:131,alexnet_pass2:131,algo:68,algo_hrnn_demo:137,algorithm:[4,6,18,33,40,50,65,68,74,77,86,91,94],alia:18,alias:18,align:[4,5,9],all:[2,3,4,17,18,19,25,31,33,34,35,36,39,41,43,44,45,46,47,48,50,52,54,56,59,60,61,64,65,68,69,71,72,73,74,75,76,77,79,80,82,84,90,91,92,103,106,109,121,123,135,139,145],all_output_nam:33,alloc:[2,41,44,65,68,92,101,135],allow:[31,41,45,47,50,56,77,86,121],allow_only_one_model_on_one_gpu:[128,129,131],allreduc:76,almost:18,along:[4,11,18,19],alpha:[18,35,86],alreadi:[18,22,35,36,56,68,82,88,103,121],also:[4,5,10,18,21,31,33,34,35,39,42,46,47,55,56,58,59,60,61,64,65,72,73,74,77,78,79,80,81,82,83,86,88,90,91,92,95,96,134,145],although:[22,33,76],altogeth:145,alwai:[4,5,18,25,35,46,69,89,121,123],amazon:[121,122],amazonaw:121,amazonec2fullaccess:121,amazonelasticfilesystemfullaccess:121,amazonroute53domainsfullaccess:121,amazonroute53fullaccess:121,amazons3fullaccess:121,amazonvpcfullaccess:121,ambigu:[83,91],amd64:121,amd:72,amend:97,amodei:91,among:[18,121],amort:76,amount:18,analys:79,analysi:79,analyz:65,ancestor:[80,82],andd:121,andrew:65,android:142,android_abi:142,android_api:142,android_arm_neon:142,android_native_api_level:142,android_standalone_toolchain:142,android_toolchain:142,androideabi:142,ani:[4,5,9,18,21,31,35,36,41,43,44,45,46,47,52,55,56,63,65,69,74,76,77,82,83,85,86,91,94,106,109,121],announc:55,anoth:[4,9,18,25,31,33,34,44,46,56,57,68,74,82,88,90,92,94,121],anroid_arm_mod:142,ans:121,answer:[45,56,121],anthor:18,anymor:76,anyth:[9,74,83,121],anytim:59,apach:[67,106,109],apart:18,api:[10,25,30,31,33,35,41,42,44,45,51,53,58,59,61,73,78,79,84,87,95,96,112,114,115,116,121,123,133,134,141,142,145],api_pydataprovider2:106,api_shar:35,api_test:35,api_trainer_config_helpers_lay:140,apiserv:121,apivers:[121,122,123],appar:33,appear:[45,56,60,92],appel:65,append:[18,25,33,50,51,74,82,83,91,116,123,140],append_backward:[33,75,133],append_batch_s:18,append_clip_op:50,append_gradient_machin:25,append_op:[50,64,82],append_oper:82,appleyard:134,appli:[4,18,23,59,60,76,79,88],applic:[22,45,46,55,56,57,60,82,84,106,109,121,122,134,145],applyl1:39,appreci:91,approach:[4,47,48,49,76,77,78,86,91,145],approxim:[18,77],apt:[28,133],arbitrari:[4,47,69],arch:142,archetectur:91,architectur:[55,91],archiv:[10,18,70,71,112],area:59,arg:[3,5,15,22,33,61,75,90,100,108,123],arg_nam:4,argmax:18,argpars:123,args_ext:123,argu:81,argument:[4,9,11,18,22,33,34,39,40,47,75,78,81,82,112,114,115,123,142],argumentpars:123,arithmet:55,arm64:[142,143],arm64_standalone_toolchain:142,arm:[55,142,143,144],arm_standalone_toolchain:142,armeabi:142,armv7:[55,143],armv8:55,arn:121,around:[4,43,65,82,121,145],arrai:[2,4,9,11,18,25,41,45,46,60,74,80,82,83,84,95,100,106,108,109,114],arrang:[18,95],arrari:[18,114],array_to_lod_tensor:65,arrow:59,articl:[10,18,57,60,97],artifact:[87,121],artifici:65,arxiv:[5,18,59,91],as_row_vector:4,as_step_input:34,asgd:77,ask:[33,36,43],asr:91,assgin:65,assign:[3,4,19,33,40,45,48,50,55,57,76,91,114,121,145],assigne:91,assignmemt:65,associ:[78,85],assum:[3,4,18,34,47,68],assumpt:47,ast:45,astyp:[83,100],asyc:36,async:[36,49,128],async_count:[128,129],async_lagged_grad_discard_ratio:129,async_lagged_ratio_default:[128,129],async_lagged_ratio_min:[128,129],asynchron:[36,46,76,79],atom:48,att_seq:5,attach:5,attend:5,attended_sequ:5,attenion:5,attent:[4,5,19],attr1:4,attr2:4,attr:[2,4,5,18,34,45,61,64,68,80,81,82,90,100,106,107,108,140],attr_map:90,attrdesc:80,attribu:68,attribut:[4,5,18,24,33,34,49,50,64,80,82,84,88,90,95],attributemap:100,attrproto:90,attrtyp:[80,90,100],attrvalu:90,auc:[51,128],audio:91,augment:91,authent:121,author:[10,53,91,106,109,121],auto:[27,34,39,48,57,68,70,81,84,88,94,95,99,100,101,134],autom:121,automat:[4,18,31,33,41,47,49,50,58,75,84,90,91,121],avail:[10,36,41,49,55,56,65,121,145],ave:22,averag:[3,4,7,14,18,22,25,40,106],average_test_period:[128,129],avg:[134,136],avg_cost:[47,135],avg_x:18,avgpool:4,avoid:[18,32,34,36,46,47,64,68,76,77,78,134],avx:28,awai:56,await:122,awar:[31,45,46,51,57,73,82,121],awk:124,awni:91,aws:53,aws_account_id:121,awsaccountid:121,awskeymanagementservicepowerus:121,axi:[4,18,106],axiom:46,axis:4,b363:122,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:122,ba5f:121,back:[4,18,25,33,36,47,55,59,77],background:[3,4,86,91],background_id:[3,4],backpropag:[32,33],backward:[1,4,5,18,23,32,34,39,41,50,59,66,67,75,77,78,81,85,86,93,99,100,135],backward_first:140,backward_op:32,backwardactiv:99,baidu:[18,56,91,122],bake:47,balanc:[49,76,121],bandwidth:[55,76],bare:[122,145],barrier:118,barrierstatset:134,basci:61,base:[3,4,7,9,10,18,26,31,40,50,51,55,56,63,68,72,75,76,77,79,84,85,86,92,95,121,135],baseactiv:5,baseerrorclipattr:50,baseev:25,baselin:91,basematrix:99,basenam:3,basepoolingtyp:[4,5],basestr:[2,3,4,5,7,25],bash:[26,27,28,97,121,122,123,127],basi:[106,109],basic:[4,25,47,61,68,79,80,84,85,91,95],batch:[4,5,9,11,14,18,19,25,31,34,36,38,39,46,47,51,52,56,59,62,72,73,74,76,77,91,95,106,109,114,121,122,123],batch_id:[25,59,106,109],batch_im:59,batch_images_from_tar:11,batch_label:59,batch_norm:[59,91],batch_norm_lay:5,batch_norm_typ:4,batch_read:[38,83],batch_ref:18,batch_siz:[9,18,47,59,66,74,106,109],batch_szi:59,batch_z:59,batchnorm:[18,59,91],batchsiz:[4,99],bazel:35,bbbbb:38,bbox:3,bcd:4,bcebo:10,bcm2708:144,bdist_wheel:87,beacus:61,beam:[4,18,140],beam_gen:[4,140],beam_search:[25,74,139,140],beam_siz:[4,18,74,128,129,131,140],becaus:[3,4,10,31,32,34,35,36,41,55,74,78,82,83,86,88,89,93,94,95,96,121],becom:[18,48,49,88,92],been:[4,5,18,33,35,40,46,56],befor:[4,5,18,33,36,43,46,50,54,57,60,72,77,78,79,83,86,100,103,106,121,145],begin:[3,4,18,22,33,39,41,51,54,60,74,76],beginiter:[25,31],beginn:140,beginpass:[25,31],begintrain:31,behavior:[18,46],behind:[56,95],being:[18,33,43,50,56,81,83],belong:[3,4,47,88],below:[18,34,36,41,47,49,55,56,69,78,83,86,95,96,121],benchmark:[69,91],benefit:[5,43,44,74],besid:[4,10,21,47,65,72,76],best:[35,68],besteffort:122,beta1:6,beta2:6,beta:[18,59],better:[5,35,56,65,68,74,94,121,145],between:[3,4,11,18,25,33,35,36,41,47,49,55,56,68,71,76,78,85,88,121],bgr:11,bi_gru:5,bi_lstm:5,bia:[4,5,18,74,82,99],bias:[4,18],bias_attr:[4,5,18,82,106,108,140],bias_initi:18,bias_param_attr:5,biases_:99,biasparameter_:99,biassiz:99,bidi:122,bidirect:[4,5,91],bidirectional_lstm:107,big:[45,49,65,145],bigger:[18,36],bilinear:4,bilinear_interpol:4,bilinearfwdbwd:134,bin:[28,115,116,121,122,123,127],binari:[3,4,9,18,35,44,47,55,57,59,69,115,121],bind:[45,46,55,58,88,92],bioinf:18,bit:55,bitcod:143,black:59,blank:[4,18,121],blob:10,block0:65,block1:65,block2:65,block:[4,18,33,37,39,41,45,46,47,48,49,50,51,52,56,63,65,72,73,75,92,96,101],block_expand:91,block_i:[4,18],block_id:[45,52],block_x:[4,18],blockdesc:[23,34,60,82,84],blockdescbind:63,blockingcount:48,blueprint:74,bn_bias_attr:5,bn_layer_attr:5,bn_param_attr:5,book:[10,28,84,91,102,135,140],booktitl:10,bool:[2,3,4,5,6,7,9,10,11,17,18,25,34,55,62,64,66,67,68,81,82,89,90,95,96,99,114,129,131],boost:[72,91,92],boot:[4,18,139,140,145],boot_bia:4,boot_bias_active_typ:4,boot_lay:140,boot_stat:95,boot_with_const_id:4,bootstrapp:145,borrow:[59,95],bos_id:[4,140],both:[1,2,4,5,11,18,22,31,34,35,36,43,46,47,49,55,56,59,63,65,72,74,76,79,81,89,91,92,121],bottl:76,bottleneck:79,bottom:[25,91],bound:[4,18,65],boundari:47,boundri:3,box:[4,59],brace:[34,60],brain:43,branch:[4,18,31,34,35,47,56,62,80,87,93,97],break_if:95,brief:[35,41,55,92,101],bring:[56,65],broadcast:[18,36,76,84,145],broken:97,browser:121,bsd:[26,46,76],bsp:46,bucket_nam:121,buf:39,buf_siz:[9,47],buffer:[9,39,46,68,69,77,83,88,135],buffer_s:[9,46],buffered_read:83,bufsiz:9,bug:[97,121],build:[4,10,17,26,27,35,44,47,60,61,65,67,77,86,87,90,91,97,102,103,112,121,123,125,126,127,133,142,143,144],build_dict:10,build_doc:102,build_model:59,buildtool:87,built:[35,45,47,55,57,65,72,76,90,91,95,133,134,145],bulk:46,bunch:69,button:121,c11:70,c703c041:97,c99:71,c99e:121,cach:[55,106],cache_pass_in_mem:106,cachetyp:106,cacul:[5,51],caff:[34,56],caffe2:[34,45,46,56],caffe_poli:108,calcul:[3,4,5,18,32,33,36,41,48,51,55,65],calcut:65,calendar:79,call:[3,4,5,9,18,22,25,31,32,33,34,39,40,41,42,44,45,46,47,50,57,59,60,65,73,74,75,79,82,84,85,88,90,92,95,121,123,133,134],callabl:[2,4,9,10,17],callback:[50,99],caller:[32,121],can:[2,3,4,5,9,10,11,17,18,19,21,22,25,31,32,33,34,35,36,39,40,43,44,45,46,47,49,50,52,55,56,57,58,59,60,61,63,64,65,68,72,73,74,75,76,77,79,80,81,82,83,84,85,86,90,92,94,95,96,121,134,145],cancel:43,candid:[4,18,74,91],candidate_activ:18,cannot:[84,88,94,95,103],cantain:61,capabl:[55,78,84],capac:[86,121],capi:[70,112],capi_priv:112,capi_prvi:71,caption:74,captur:4,card:76,care:[5,44,65,83,91,92,145],carefulli:91,caret:25,carpedm20:59,carri:18,cast:[55,94],cast_to_op_attr:90,cat:[9,11,28,123,124],categori:[4,10,36],categorig:10,categoryfil:122,caus:[36,54],caution:121,cbla:[66,112],cc_:35,cc_binari:35,cc_test:35,cclient:42,cde:4,cdn:10,cduadevicecontext:[72,92],ceil:4,ceil_mod:4,cell:[4,5,18],cell_activ:18,cell_t_prev:18,cell_valu:18,center:11,center_crop:11,cento:[30,145],central:86,ceph:[9,38],cephf:[38,44,53],cer:91,certain:[18,64,72,75,79,88,92],certif:[31,53,103,121],cffi:70,cfg:[65,122],cgo:70,ch1:46,ch2:46,chain:[9,33,60],challeng:[4,32,36,56,62,92],chan:46,chanc:[31,55],chang:[4,10,35,40,44,47,56,68,78,80,83,85,87,88,91,97,121],changes:68,channel:[4,5,11,18,45,134],channel_shar:4,chapter:[73,74,91],chapter_data:73,chapter_out:73,charact:[46,91],check:[9,33,34,35,50,68,81,84,93,97,99,103,108,114,121,129],check_align:9,check_attr:90,check_eq:99,check_grad:[32,100],check_l:99,check_output:100,check_sparse_distribution_batch:[128,129],check_sparse_distribution_in_pserv:[128,129],check_sparse_distribution_ratio:[128,129],check_sparse_distribution_unbalance_degre:[128,129],checker:[32,84],checkgrad:129,checkgrad_ep:129,checkmark:145,checkout:97,checkpoint:[49,81],checksum:53,child:34,chip:56,chmod:121,choic:[18,35,56],choos:[18,46,64],chosen:[18,59,72],chunk:[18,40,53],chunk_ev:14,chunk_schem:[3,14,18],chunktyp:3,chw:11,circl:60,circular:46,circumst:92,cite:10,claim:121,claimnam:[121,123],clang:[55,70,97,142],clarifi:[3,18],clariti:74,classdim:18,classic:[4,65,91],classif:[4,18,60],classifi:[4,59],classification_cost:106,classification_error_evalu:3,classification_evalu:3,claster:121,clean:[34,35,52,78,84,97,103],clear:[3,22,35,74,78,88,94],clearer:[78,82],clearli:88,cli:121,click:121,client:[18,39,42,84],clip:[2,5,129],clip_op:50,clip_op_desc:50,clipbynorm:18,clock:4,clone:[4,26,27,102,112,133,142,144],close:[46,83,97],close_channel:46,cloud:[35,36,44,53,54,84,145],cloud_read:9,cludform:121,cluster:[9,25,31,34,36,41,47,91,116,119,123],cluster_test_fil:116,cluster_train:[106,119],cluster_train_fil:116,cluster_train_v2:[119,120,124],cm469:121,cmake:[26,27,71,97,100,102,103,112,134,142,143,144],cmake_build_typ:[142,143,144],cmake_c:[142,143],cmake_system_nam:[142,143,144],cmakefil:103,cmakelist:[35,66,67,99],cmatrix:[70,71],cmu:18,cname:121,cnn:[4,18,122],coars:58,code:[4,9,31,33,35,43,46,47,49,52,55,58,59,60,64,69,72,75,77,78,79,81,83,84,85,86,90,95,99,121,122],codebas:84,coded_stream:108,codedinputstream:108,coeff:4,colindic:114,collabor:36,collect:[4,10,25,79],collectbia:99,color:11,colour:10,colum:114,column:[3,4,18,60,83,114],column_evalu:3,com:[4,5,10,18,26,27,28,35,59,87,97,102,103,112,121,122,133,135,142,144,145],combin:[3,4,5,9,25,65,75,84,88],come:[47,51,65,80,91,95],comma:[18,22,25,41],command:[9,22,26,35,39,44,54,99,121,122,123,125,126,131],commandlin:[123,134],comment:[18,35,61,90,91,123],commit:[35,122],common:[11,38,86,92],commonli:[54,86],commun:[36,41,42,46,47,49,76,121],compani:56,compar:[32,35,45,84],comparison:[35,56],compat:[19,55,58,76],compil:[4,26,35,47,56,61,63,65,72,76,85,89,90,96,127,142,143,144],complaint:35,complet:[4,5,10,18,25,33,34,36,40,41,50,53,60,69,72,84,121,122,123,145],complex:[5,18,43,46,65,74,84],complianc:[106,109],complic:[4,47,58,83,94,95],compon:[46,47,61,91,95,96],compos:[9,19,31,46,58,61,73,82,84],composenotalign:9,composit:58,compress:[40,114],compris:33,comput:[4,5,14,18,19,22,31,32,36,46,47,49,52,55,56,57,61,65,69,72,75,76,77,79,85,88,91,92,94,96,100,101,121,135],computation:4,computationgraph:61,con:76,concat:[59,140],concaten:[4,5,18,59,73,95,106],concentr:84,concept:[3,31,45,46,56,58,59,61,68,73,74,77,78,80,88,95,96],conceptu:[46,52,56,59,61],concern:[31,46,51],concis:[59,95],conckerneltrac:22,concret:[84,92],concurr:[36,43,49,79],cond:[18,34,56,62,80],condit:[4,18,40,47,56,62,68,91,93,106,109,122],condtion:59,conf:[4,108,119,123,137],conf_paddle_gradient_num:[121,123],conf_paddle_n:[121,123],conf_paddle_port:[121,123],conf_paddle_ports_num:[121,123],conf_paddle_ports_num_spars:[121,123],confid:4,confidence_threshold:4,config:[2,4,22,38,54,74,99,109,112,121,122,123,128,129,131,145],config_:[39,129],config_arg:[128,129,131],config_bas:[3,4,25],config_lay:99,config_len:41,config_pars:[66,67,99],config_proto:41,configmap:47,configprotostr:108,configur:[4,18,25,33,39,41,43,44,47,49,56,61,64,82,91,92,94,99,111,145],confirm:54,conflict:[88,97],confus:[11,59,64],conll:10,connect:[5,18,44,45,47,49,91,104,121,122,145],connectionist:[4,18],consequ:[4,5],consid:[3,4,33,81,92,145],consider:[4,5,72,91],consist:[3,4,10,11,18,40,46,57,69,80,83,84,85,90,91,96],consol:121,consolid:34,constant:[4,18,61,63,64,72,108],constantiniti:[16,18],constraint:88,construct:[3,18,31,52,61,65,73,82,84,88,90],constructbackwardgraph:60,constructoptimizationgraph:60,constructor:[18,50,55,79,82,84,88,90],consum:36,consumpt:65,contact:43,contain:[3,4,5,7,9,10,11,18,25,26,31,33,34,40,52,59,61,68,69,72,78,79,82,84,85,88,89,90,91,95,96,121,122,123],containerport:121,content:[18,41,54,69,74,102],content_dir:102,content_len:41,context:[4,5,10,18,19,50,68,88,89,92,100,101,106,135,140],context_attr:5,context_len:[4,5],context_proj_layer_nam:5,context_proj_param_attr:5,context_project:5,context_start:[4,5],contin:121,continu:[3,33,36,69,91],contrast:[4,18],contrib:86,contribut:[86,91],contributor:84,control:[2,34,45,46,93,121,122,145],controlflowgraph:65,conv2d:59,conv:[5,18,59,68,94],conv_act:5,conv_batchnorm_drop_r:5,conv_bias_attr:5,conv_filter_s:5,conv_fwd:68,conv_layer_attr:5,conv_num_filt:5,conv_op:4,conv_pad:5,conv_param_attr:5,conv_pool_2:47,conv_strid:5,conv_with_batchnorm:5,conveni:[31,33,61,75,90,91],convent:[18,33,41],convers:[55,56],convert:[10,18,38,47,48,49,55,56,57,68,83,85,91],convlay:4,convlut:91,convlution2d:18,convolut:[4,5,9,18,19,59,72,82,92],convolution2d:18,convolution_algorithm_opt:68,convoper:4,convproject:4,convtranslay:4,convtransproject:4,cool:97,cooper:91,coordin:[36,41],copi:[18,25,31,40,43,54,60,73,74,76,77,95,106,109,121],copy_from:50,copyright:[106,109],copyvariablewithtensor:94,core:[2,18,33,61,64,71,77,78,95,135],coreo:[121,145],corespond:18,corner:84,corpu:[10,91],correct:[4,18,32,33,55,76,121],correctli:[3,9,33,55,59],corresond:55,correspend:18,correspoind:31,correspond:[4,17,18,19,31,33,34,35,50,55,61,62,68,72,73,74,82,84,85,86,90,92,93,108],corss_entropi:31,cortex:55,cos:[4,90],cosin:[4,18,90],cosineop:90,cosineopproto:90,cosineopprotomak:90,cost:[18,25,31,33,47,60,75,76,80,81,94,106,109,135],cost_id:4,cost_np:81,could:[4,9,25,31,32,40,45,46,47,48,49,55,56,57,73,75,77,78,80,82,83,85,93,121],count:[3,18,36,44,51,81,83,91,116,122,129,131,134],counter:[14,22,36,40,48,60],cours:[3,44,72],covari:4,cover:[56,91],cp27:30,cp27m:[30,87],cp27mu:[30,87],cpp:[32,39,58,66,67,70,71,78,84,96,99,108,123,134,137],cprofil:133,cprofilev:133,cpu:[2,4,22,26,32,44,55,64,72,77,78,79,84,86,87,92,94,100,101,122,131,134,135],cpu_avx_mkl:30,cpu_avx_openbla:30,cpu_kernel:64,cpu_noavx_openbla:30,cpu_ns_:79,cpu_per_pserv:47,cpu_per_train:47,cpudevicecontext:[72,92,100],cpuelapsedu:79,cpuengin:67,cpuinfo:28,cpuplac:[22,47,64,68,72,92,94,100,101,135],cpusparsematrix:71,crash:[36,134],creat:[2,9,10,18,23,25,31,32,34,36,41,45,48,50,51,52,53,54,55,56,58,59,60,68,72,73,75,76,77,78,82,85,86,91,97,99,102,106,108,109,114,122,123,124,145],create_backward_pass:75,create_bias_paramet:99,create_block:82,create_doc_str:90,create_input_paramet:99,create_local_scop:52,create_oper:58,create_optimization_pass:75,create_paramet:82,create_python_ops_creatation_funct:90,create_rnn:34,create_rnn_op:73,create_tmp_var:82,create_tmp_vari:82,create_var:82,create_whileloop:95,creategradientoper:85,creatememori:68,createop:90,createoper:34,createprimitivedesc:68,createstack:121,createvari:34,creation:[58,121],creationd:121,creator:[9,10,38,84,85],creator_:85,credenti:54,crf:[92,94],critic:59,crlf:97,crop:[11,92],crop_grad:92,crop_siz:11,crope:11,cropgradkernel:92,cropkernel:92,cross:[4,18,82,108,142,143,144],cross_entropi:[4,31,47,59,65,94],cross_entropy_with_selfnorm:4,crt:53,csc:99,csr:[99,114],csv:[22,108],ctc:[3,18],ctc_error_evalu:91,ctc_evalu:3,ctest:[26,27,97,100],ctor:82,ctrl:[26,119],ctx:[68,94,100,101],cubla:72,cublas_handle_:92,cublashandle_t:92,cuda7:[30,111],cuda8:[27,28,30],cuda:[22,26,35,57,72,79,84,92,100,129,134],cuda_context:57,cuda_dir:[128,129],cuda_fp16:55,cuda_so:[28,103],cuda_visible_devic:106,cudaconfigurecal:134,cudadevicecontext:[57,72,92,100],cudadevicegetattribut:134,cudaelapsedu:79,cudaevent_t:79,cudaeventcr:134,cudaeventcreatewithflag:134,cudafre:134,cudagetdevic:134,cudagetdevicecount:134,cudagetdeviceproperti:134,cudagetlasterror:134,cudahostalloc:134,cudalaunch:134,cudamalloc:134,cudamemcpi:134,cudaplac:[22,72,92,94],cudaprofilerstart:134,cudaprofilerstop:134,cudaprofilestop:134,cudaruntimegetvers:134,cudasetdevic:134,cudasetupargu:134,cudastream_t:92,cudastreamcr:134,cudastreamcreatewithflag:134,cudastreamsynchron:134,cudeviceget:134,cudevicegetattribut:134,cudevicegetcount:134,cudevicegetnam:134,cudevicetotalmem:134,cudnn:[4,7,18,35,64,68,72,92,94],cudnn_batch_norm:4,cudnn_conv:4,cudnn_conv_workspace_limit_in_mb:[128,129],cudnn_convt:4,cudnn_dir:[128,129],cudnn_kernel:64,cudnnavginclpadpool:4,cudnnavgpool:4,cudnnv5:27,cudrivergetvers:134,cuinit:134,cumtim:133,cumul:4,cur_mem:74,curl:121,curli:[34,60],current:[4,18,33,34,35,36,39,41,45,49,51,56,64,72,73,74,77,78,79,82,88,94,95,102,121],current_block:[80,82],current_oper:80,current_word:[106,140],curv:31,custom:[31,44,55,59,74,77,84,91,121],custom_batch_read:83,custom_neg_class:18,cut:[9,95],cut_lin:9,cutoff:10,cv2:11,cxx:[142,143],cxx_compil:[142,143,144],cxx_flag:[142,143],cxxabi_1:30,cycl:36,cyclic:4,cython:70,d3e0:121,d_b0:59,d_b1:59,d_b2:59,d_block:59,d_f:59,d_g:59,d_h0:59,d_h0_bn:59,d_h0_relu:59,d_h1:59,d_h1_bn:59,d_h1_relu:59,d_h2:59,d_loss:59,d_loss_fak:59,d_loss_real:59,d_optim:59,d_step:59,d_t:59,d_w0:59,d_w1:59,d_w2:59,dandroid_abi:142,dandroid_arm_mod:142,dandroid_arm_neon:142,dandroid_standalone_toolchain:142,dario:91,darwin:121,dash:59,dat:38,data:[3,10,11,17,25,31,32,34,38,39,40,46,49,51,53,55,56,59,60,61,63,64,65,68,69,72,73,74,75,76,77,78,80,82,84,86,88,89,90,91,92,95,96,101,106,109,111,114,118,122,123,125,128,135,140],data_batch:106,data_feed:12,data_fil:11,data_i:59,data_lay:[39,106],data_layout:18,data_layout_:94,data_read:[9,83],data_reader_creator_random_imag:83,data_shar:95,data_typ:[9,10,69,89,91,94,96,107,109,111,114,140],data_type_:[64,72,94],data_x:59,databas:10,datacent:[38,54],datacenter1:38,datacenter2:38,datacenter_1:38,datacenter_2:38,datacenter_nam:38,datadim:4,datafeed:135,dataflow:61,dataflow_analysi:65,datalayout:94,dataparallel:47,dataprovid:[106,108,123],dataprovider_convert:91,datasci:4,dataset:[18,38,44,47,77,83,91,109,111,116,133,140],dataset_nam:11,datatransform:94,datatyp:[10,18,64,68,89,91,94,96],dcgan:59,dcmake_build_typ:[102,112],dcmake_install_prefix:[112,142,143,144],dcmake_system_nam:[142,143,144],dcs:10,dcuda_arch_nam:27,dcudnn_root:27,ddim:[72,92,101],dead:36,deal:[33,145],deb:97,debug:[32,33,47,54,56,82,102,133],debug_str:61,decai:[6,23],decar:9,decayedadagradoptim:20,decayr:39,decent:40,decid:[31,43,59,69,77,85,86,89],declar:[18,34,59,73],decod:[4,5,18,91,139,140],decoder_boot:140,decoder_dim:74,decoder_group_nam:140,decoder_input:[74,106,140],decoder_mem:[74,140],decoder_prev:5,decoder_s:[106,140],decoder_st:[5,140],deconv:[4,59],deconvolut:4,decor:9,decrement:48,decrementcount:48,decrypt:121,deduc:84,deep:[4,18,33,43,46,52,59,60,65,67,79,84,86,91,92,134],deeper:57,deepspeech2:66,def:[4,9,31,32,33,38,44,50,51,58,59,61,64,65,73,74,75,82,83,90,95,99,100,106,108,109,123,140],def_block:59,defalut:[18,22],default_block:59,default_decor:123,default_devic:131,default_initi:18,default_main_program:[17,135],default_param_attr:82,default_st:95,default_startup_program:135,default_valu:131,defaultdict:65,defaultinfervartyp:63,defect:78,defer:43,defin:[4,5,9,25,31,33,34,35,36,43,45,48,49,50,55,56,57,58,59,61,64,65,72,73,76,80,82,83,84,88,90,92,95,100,106,109,135],define_py_data_sources2:108,definit:[33,34,36,40,47,52,57,64,80,85,90,95,135],definiton:58,degener:18,degre:4,delai:[77,92],delet:[18,44,53,97],deletestack:121,delimit:[3,108],deliv:145,delta:[4,32],delv:4,demand:[36,92],demo:[4,10,84,122,125],denot:18,dens:[4,9,41,42,89,91,121],dense_arrai:[9,107],dense_vector:[9,109,111,114],dense_vector_sequ:[9,114],dense_vector_sub_sequ:114,densescann:91,dep:35,depart:91,depend:[18,34,35,36,44,46,47,49,61,76,81,89,145],dependent_var:81,deploi:[4,145],deploy:[61,69,84,121,145],deprec:[4,91],depth:[34,56,91],dequeu:49,deriv:[1,31,47,50,62,75],desc:[34,50,68,69,82,90,95],desc_:34,descend:[18,95],descent:[4,36,77],descproto:69,describ:[17,31,33,34,35,40,45,47,52,57,64,68,69,73,74,78,80,82,84,89,90,94,96,121,122],describestack:121,describestackev:121,describestackresourc:121,descripotor:68,descript:[3,10,34,35,63,67,69,72,85,89,91,94,96,121,123],descriptor:[46,68,94],deseri:[25,69,78],deserializ:84,desgin:60,design:[4,9,18,33,39,64,65,70,77,79,86,145],desir:[9,36,47,77,121,122],destin:[18,41,54],destroi:[34,52],destruct:88,destructor:79,det_output:3,detail:[2,3,4,5,6,10,18,32,33,40,44,47,49,54,56,59,61,65,68,69,72,73,79,82,86,88,92,94,95,96,121,145],detect:[18,63,97],detection_evalu:3,detection_output:3,determin:[4,9,18,34,47,65,72,84],dev:[26,28,84,97,103,133,142,145],dev_ctx:[34,68,79],devel:87,develop:[33,35,56,63,78,79,82,85,87,91,97,135,143],deviat:2,devic:[2,28,32,45,47,51,55,61,67,68,72,76,78,79,84,94,101,103,131,135],device_:79,device_context:[68,100],device_count:18,device_typ:18,devicecontext:[34,72,79,100],deviceid:[67,131],deviceid_:67,deviceplac:92,devid:4,devot:91,dhcp:145,diagon:18,diagram:73,diamond:59,dic:11,dict:[3,10,25,33,82,108,123],dict_dim:106,dict_fil:3,dict_siz:[10,18,39,74],dictionari:[3,4,10,18,25,31,32,82,106],did:78,diff:[97,106],diff_mat:32,differ:[3,4,18,22,25,32,33,34,35,36,41,43,47,48,49,50,51,52,55,56,59,61,62,65,68,72,74,76,77,79,81,85,88,91,93,94,95,96,121],differenti:58,difficult:[3,32,56],dig:121,digit:4,digraph:61,dilat:[4,18,68],dilation_h:18,dilation_i:4,dilation_w:18,dim0:100,dim1:100,dim:[4,9,18,19,21,39,68,69,73,84,89,92,96,99,100,101],dim_:[92,101],dimens:[1,4,5,7,9,18,19,21,59,84,89,91,92,95,101,106],dimension:[4,18,114],dimes:4,dios_arch:143,dios_enable_bitcod:143,dios_platform:143,dios_use_veclib_for_bla:143,dir:[103,123,142],direcit:91,direct:[4,5,11,18,56,65,77,91],directli:[5,35,42,44,47,55,64,78,90,94,95],directori:[4,17,35,38,43,53,54,92,97,102,122,134],dirnam:17,disabl:[18,79,108],disadvantag:[77,82],discard:[9,36,40,74,97,129],discexp:108,discount:4,discov:36,discoveri:121,discret:4,discrim:59,discuss:[31,34,40,41,42,47,68,91],disk:69,dispatch:[47,78],dispens:18,displac:18,displai:[44,54],dissimilar:18,dist:[27,87,103],dist_train:[31,44],distanc:[3,4,18],distinguish:35,distribut:[4,18,34,40,41,42,43,45,46,51,57,76,84,91,96,106,109,120,125,126,129,145],distribute_test:[128,129],distributedli:47,disucss:31,div:18,divid:[4,6,18,33,51,90,96],divisor:18,diy_beam_search_prob_so:[128,129],dnn:[68,91,103],dns:121,do_forward_backward:83,doc:[9,61,73,95,100,102,116,119,123],doc_cn:102,docker:[27,28,87,97,102,103,121,122,123,125,126,127,142,145],docker_build:31,docker_clust:[119,124],docker_push:31,dockerfil:[26,97,123,142,144],document:[4,5,18,32,47,53,60,73,74,79,84,91],doe:[5,18,36,40,41,43,44,45,47,49,52,55,61,65,73,78,82,84,85,86,135],doesn:[2,4,9,31,34,45,46,83],doing:[39,43,47,60],domain:121,don:[5,31,35,58,60,65,83,91,121],done:[3,4,5,33,35,36,40,41,47,48,63,65,69,77,85,86,91,97,121,123,134],dot:[4,5,19,100],dot_period:[123,129,131],dotmuloper:4,dotmulproject:4,doubl:[18,47,55,60,79,94,100,129],down:[91,134],download:[10,35,36,39,43,53,103,122,145],doxygen:97,dozen:35,dpython_execut:103,dpython_include_dir:103,dpython_librari:103,draw:74,drive:88,drop:[4,5,18,19,74],drop_fc:107,drop_rat:[2,107],drope:18,dropout:[2,5,19,107],dropout_prob:18,dropout_r:[4,18,19,107],drpi_arm_neon:144,drpi_toolchain:144,drwxr:122,ds2:91,dst:[41,68],dst_primitive_desc:68,dtoh:134,dtype:[18,46,47,61,82,108,135],due:[40,43,59,65,74,82,133],dummi:[25,40],dump:[69,115],dump_config:115,dump_v2_config:115,duplic:[18,49],durat:40,dure:[4,5,17,18,33,34,36,40,43,44,51,56,65,76,77,79,82,84,91,96,121,145],duse_eigen_for_bla:142,dwith_c_api:[71,112,142,143,144],dwith_doc:102,dwith_golang:112,dwith_gpu:[27,102,112,144],dwith_mkl:[102,112],dwith_profil:134,dwith_python:[71,112,144],dwith_swig_pi:[71,112,142,143,144],dwith_test:[27,100,143],dwith_tim:134,dynam:[18,41,71,73,82,83],dynamic_cast:99,dynamic_recurrent_op:95,dyogatam:18,e2e:145,each:[3,4,5,7,9,10,18,19,25,32,33,35,36,39,40,41,43,44,45,46,47,50,51,52,57,60,63,65,68,72,73,74,76,78,79,81,82,83,84,85,88,89,90,91,92,93,94,95,96,121,145],each_feature_vector:1,each_time_step_output:1,eager:56,earli:[55,57],eas:[9,63],easi:[32,33,74,77,83,84,86],easier:[31,49,55,56,83,93,95],easili:[31,59,76,79,83,85,88,92],echo:[28,103],edg:[11,65],edit:[3,18,46,121],editdist:18,editor:82,edu:[10,18,121,122],eeoi3ezpr86c:121,effect:[4,18,25,121],effici:[4,47,69,83,91,92],effort:[47,91],efg:4,efs:121,efs_dns_nam:121,efsvol:121,egd:65,eigen:[55,72,77,84,86,92,100],eigen_device_:92,eigen_use_gpu:100,eigenmatrix:101,eigentensor:101,eigenvector:101,either:[4,5,9,18,25,31,47,59,62,63,73,77,86,106,109],elabor:91,elb:121,elbapis:121,electr:65,electron:122,elem_dim:4,elememt:4,element:[3,4,5,9,11,18,25,32,40,46,49,61,74,84,100],element_typ:41,elementari:84,elementwis:[18,19],elif:[31,90,93],elliott:10,els:[28,31,39,44,46,47,49,50,56,59,62,63,64,65,88,90,93,99],elsewher:79,emac:26,emailweixu:35,emb1:39,emb2:[39,137],emb:[106,108,122],emb_para:108,emb_param_fil:108,emb_sum:106,embed:[31,34,39,49,63,74,89,95,108,140],embedding_lay:[39,106,137],embedding_nam:[4,140],embedding_s:[4,140],empir:[4,18],emplace_back:99,emploi:[33,50,90],empti:[3,9,18,33,36,46,74],emul:55,enabl:[2,4,18,26,34,35,40,45,49,50,61,79,121,134],enable_grad_shar:[128,129],enable_parallel_vector:129,enableonstart:22,enc_proj:[5,140],enc_seq:5,enc_vec:140,encapsul:41,encod:[5,40,74],encoded_proj:[5,140],encoded_sequ:[5,140],encoded_vector:140,encoder_ctx:74,encoder_ctx_expand:74,encoder_ctx_proj:74,encoder_dim:74,encoder_last:4,encoder_out_seq:74,encoder_s:140,encount:[18,39],encourag:[47,52],encrypt:121,encrypt_decrypt:121,end2end:145,end:[3,4,10,18,22,25,33,34,47,50,57,61,65,74,78,79,83,88,91,93,97,140],end_id:18,end_pass:31,end_po:4,endforwardbackward:[25,106],endian:69,endif:[72,79],enditer:[25,31,106,109],endpass:[25,31,109],endpoint:[9,18,38,121],endtrain:31,engin:[44,67,68,91],english:[4,10,91],enough:[33,34,64,65,72],enqueu:49,ensembl:5,ensur:[36,68,76,88],enter:[34,52],enterpris:84,entir:[4,5,10,41,43],entiti:[3,34,88],entranc:52,entri:[9,18,40,44,63,121],entropi:[4,18,82],entry_point:44,enumer:[1,72,108],env:[102,106,121,123,133],environ:[31,47,103,121,122,134],environmenterror:116,eol:97,eos_id:[4,140],epoch:59,epol:46,epsilon:[4,6,18],equal:[4,5,18,19,36,95,100],equat:[3,4,5,6,18,65,100],equival:[31,34,45,46,50,56,62,90,145],erlang:46,error:[2,3,4,5,18,31,32,40,54,55,56,68,88,91,103,108,112,121,129],error_clip:50,error_clip_callback:50,error_clipping_threshold:[2,106],errorclipbyvalu:50,espeaci:18,especi:[4,5,17,67],essenc:[31,33],essenti:[4,31,52,55],establish:45,estim:[4,18,31,49,77],eta:122,etal:[10,18],etc:[3,9,18,34,46,47,51,68,76,77,83,88,91,121,145],etcd:[9,25,36,40,41,43],etcd_addr:41,etcd_endpoint:9,eth0:[121,123],etyp:46,euclidean:4,eval:[3,34,51,59,84],eval_program:51,eval_result:51,evalu:[4,12,18,24,25,43,61,81,91,115,134,135],evaluate_difficult:3,even:[31,55,76,82,83],evenli:[41,121],event:[22,106,109,122],event_:79,event_block:79,event_handl:[25,31,106,109],eventkind:79,eventlist:79,eventu:[47,95],everi:[3,4,5,9,18,31,36,40,41,43,50,51,60,61,63,65,68,72,73,76,82,88,90,94,109,135],everyth:[47,49,59],evid:78,evolv:56,exactli:[4,5,106,121],exampl:[3,4,5,9,10,11,18,19,25,34,44,47,49,51,54,56,57,58,59,60,61,63,65,68,72,73,74,78,79,80,82,83,84,85,86,89,92,93,94,95,121,135],example_read:9,exc_path:103,exceed:4,except:[4,10,21,23,43,45,56,60,79,91,95,109],excess:65,exchang:78,exclud:4,exclude_mod:4,exclude_param:25,excluded_chunk_typ:[3,14,18],exclus:18,exconv:4,exconvt:4,exdb:10,exe:[47,135],execut:[4,18,22,35,36,40,44,45,46,47,51,52,57,59,61,65,68,76,79,85,96,121],executioncontext:[68,94,100,101],executor:[12,17,45,47,51,55,56,57,59,75,80,82,94,96,133,135],exist:[31,34,36,54,56,74,82,83,85,90,92,95,101,121],exit:[41,54,122],exp:108,expand:[18,74],expand_a:[4,136],expand_level:[4,136],expandconvlay:4,expandlevel:136,expans:4,expect:[4,94],expected_desc:68,expected_kernel_kei:94,experi:[69,91],expert:35,expir:36,explain:[3,18,36,45,56,58,60],explan:[4,18,44,45,47,88,94],explicit:[79,95,99],explicitli:[31,47,52],explod:50,explor:[4,74,86],expon:4,exponenti:[1,18],expos:[33,42,46,68,69,92,95,121],express:[31,49,51,61,65,106,109,121],extend:[3,77,95],extens:[43,49,74],extent:71,extern:[35,67,70,71,84,91],extern_mklml:103,external_librari:35,extingrad_:67,extinval_:67,extoutgrad_:67,extoutval_:67,extra:[2,4,5,21,47,86,92,145],extra_lay:25,extraattr:[2,131],extraattribut:4,extraattributenon:4,extract:[3,4,18,56,78,91,121],extralayerattribut:[2,5,106,107],extralayeroutput:5,extrem:[4,45,56],f1205:108,f120da72:122,f7e3:121,fa0wx:122,fabric:[119,120],face:[35,86],fact:[18,45,56,76,80,82],factor:[2,4,6,18],factor_s:4,factori:70,fail:[36,40,74,103,108,122,129],failur:[36,41],fake:59,fake_imag:83,faked_imag:59,fall:[55,81],falloc:53,fals:[2,3,4,5,6,9,10,18,32,33,34,56,62,64,66,73,80,81,83,89,96,99,100,106,109,111,114,116,122,131,140],false_block:[34,62,80],false_label:83,false_neg:51,false_posit:51,false_read:83,familiar:46,fan_in:18,faq:141,far:[50,95],fashion:47,fast:[4,40,56,134],faster:[4,5,18,36,56],fastest:56,father:33,fault:[25,40,84],fbd1f2bb71f4:122,fc1:[61,99,131],fc1_bia:61,fc1_weight:61,fc2:[61,131],fc3:[61,131],fc4:131,fc8a365:121,fc8a:121,fc_act:5,fc_attr:5,fc_bias_attr:5,fc_layer:[82,90,106,108,131],fc_layer_nam:5,fc_mat:25,fc_op:90,fc_out:[18,34],fc_output:90,fc_param_attr:5,fc_without_b:34,fclayer:99,fcop:58,feasibl:77,featur:[1,4,9,10,18,33,47,55,61,76,79,91,97],feed:[5,17,25,31,47,60,73,86,109,135],feed_dict:59,feed_list:[13,135],feed_target_nam:17,feeded_var_nam:17,feeder:[9,47,135],fetch:[10,36,39,47,81,97,103,135],fetch_list:[47,82,135],fetch_op:81,fetch_target:17,few:[35,36,46,47,65,77,83,89,91],fewer:[4,18,46,82],fft:91,fg0:4,field1:25,field2:25,field:[4,10,21,25,34,61,63,69,81,82,85,89,90,106,121],fifth:60,figur:[31,35,47,49,59,67,73,79,82,91],file:[3,4,9,10,11,17,22,25,31,33,35,36,38,40,41,43,44,46,53,54,56,57,61,69,71,83,84,91,92,96,97,100,106,109,135,145],file_nam:108,file_typ:9,filelist:91,filenam:[11,38,82,106,133],fileoffset:53,filesystem:[43,44,47,53,121],fill:[4,36,40,72,82,114,121],fill_zero_grad:84,fill_zeros_like_op:33,filter:[4,5,17,18,50,68],filter_s:[4,5,18,19],filter_size_h:18,filter_size_i:4,filter_size_w:18,filter_strid:18,find:[4,18,34,36,43,46,55,61,68,74,88,94],find_var:32,findmemori:68,findop:34,findprimit:68,findprimitivedesc:68,findvar:[34,88],fine:[2,40,58],fingerprint:121,finish:[18,36,40,43,44,52,65,76,90,121,122],first:[4,18,22,25,31,33,34,36,40,43,44,45,47,52,54,56,59,60,61,68,73,74,80,81,82,84,89,90,91,92,93,95,100,101,114,121,145],first_n:18,first_seq:140,firstli:[3,4],firstn:9,firstseen:122,fit:[10,17,55,64,65,69,74,84],five:80,fix:[2,4,18,47,65,70,82,91,97,114],flag:[4,10,18,22,66,67,79],flatten0:61,flatten:[18,61,80,82,101],flatten_result:106,flexibl:[4,5,22,31,41,47,56,60,64,73,74,77,83,92,95],flip:11,flist:116,fliud:45,float16:46,float16_t:55,float32:[9,18,47,55,58,59,82,83,100,108,135],float64:18,float_16:18,float_to_half_rn:55,floor:[4,108],flow:[18,34,45,46,73,79,87,93],fluid:[0,13,14,15,16,17,18,19,20,21,22,23,33,47,49,52,72,79,82,92,93,94,133],fluid_cuda_create_tensor:57,fluid_cuda_mult:57,fluid_cuda_read:57,fly:33,fmt:[46,108],fname:108,fnt03:121,focu:[46,61],folder:[35,38,44,54,121],follew:18,follow:[3,4,5,6,9,10,11,18,19,25,31,32,33,34,35,36,40,44,45,46,47,49,52,55,56,57,58,59,60,61,62,63,65,68,72,73,74,76,77,79,80,81,82,83,84,85,86,88,89,90,91,92,93,94,95,121,125,126,135,145],footprint:57,forbid:31,forc:[76,82,94],force_cpu:[18,64],force_cudnn:64,force_load:70,forest:34,forev:46,forget:[6,18,31],forget_bia:18,fork:4,form:[4,5,18,46,51],formal:94,format:[3,9,10,11,18,22,25,32,40,47,55,56,72,74,91,95,97,99,111,114,121],former:[31,35,56,65,77],formul:18,formula:[4,5,6,18,32,65],formular:4,forth:59,forward:[1,4,5,18,32,33,34,39,41,50,56,59,66,67,68,69,75,78,80,83,84,85,86,89,99],forward_infer:68,forward_list:79,forward_op:32,forward_proj:18,forward_train:68,forwardactiv:99,forwardbackward:25,found:[55,80,86,88],four:[3,18,46,51,56,60,68,72],fourth:18,foward:81,fp16:[55,84,96],fp32:[72,84,94,96],fp64:[72,96],fparam:108,fpga:[72,135],fpgadevicecontext:92,fpgaengin:67,fpgaplac:[72,92],frac:18,frame:[3,52,84,91,95],framework:[31,33,34,46,50,51,55,56,61,72,76,77,79,80,84,86,88,90,92,100,133,135],frank:10,free:[10,57,92,145],freememoryop:57,frequenc:[10,91],frequent:[40,83,84,86,92],fresh:43,friend:88,friendli:59,from:[3,4,5,9,10,11,14,17,18,22,25,32,33,34,35,36,38,39,40,41,45,46,47,49,50,51,54,55,56,58,59,60,61,62,64,65,68,73,74,75,76,78,80,82,83,84,85,88,91,92,93,94,95,100,101,103,115,121,122,133,134,139,145],from_no_sequ:[4,136],from_sequ:[4,136],from_tar:[25,109],fromfil:[83,108],fromstr:108,front:[61,65],fuction:22,fulfil:134,full:[4,18,36,43,46,73,76,77,145],full_matrix_project:[5,140],fulli:[18,47,49,91,145],fullmatrixproject:4,fullsiz:39,fully_matrix_project:5,fullyconnect:[61,82],fullyconnectedlay:99,func:[9,40,45,57,85],funciton:[5,18],functor:[58,61],fundament:[46,49,55,84],funtion:18,further:[4,90,145],furthermor:18,futur:[4,18,43,47,55,65,73,84],future_context_s:18,fvs:90,fwd_desc:68,fwd_op:85,fwd_primit:68,fwd_primitive_desc:68,fwd_var:50,g_b0:59,g_b1:59,g_b2:59,g_block:59,g_command_config_arg:[66,67],g_h0:59,g_h0_bn:59,g_h0_relu:59,g_h1:59,g_h1_bn:59,g_h1_relu:59,g_h2:59,g_im:59,g_loss:59,g_optim:59,g_program:82,g_state:79,g_step:59,g_w0:59,g_w1:59,g_w2:59,gain:4,gan:31,gangliao:35,gate:[4,5,18,19],gate_act:[4,5],gate_activ:18,gate_attr:4,gate_bias_attr:4,gate_param_attr:4,gate_recurr:4,gate_v:18,gatedrecurrentlay:66,gather:[4,18,33,65,76,78,100],gauss:2,gaussian_normal_random:59,gcc:[26,27,55,57,70,84,142,144],gcc_3:30,gcreators_:90,gemm:66,gen:4,gen_proto_pi:102,gen_rand_param:108,gender:[10,123],gendrated_id:74,gener:[3,4,5,9,25,31,32,33,34,35,36,38,40,41,43,45,47,56,58,63,65,68,72,76,77,80,81,82,83,84,85,89,90,91,92,93,95,109,114,121,123,131,134],generated_id:74,generated_scor:74,generated_word_embed:4,generatedinput:[4,139,140],genr:123,gereat:3,german:10,germani:10,get:[3,4,10,17,18,25,28,32,33,34,35,36,40,41,43,44,53,56,59,61,64,65,66,67,68,72,73,74,79,82,84,85,88,90,94,95,99,106,114,119,121,122,124,133],get_all_op_proto:90,get_block:82,get_config_arg:131,get_data:122,get_dict:10,get_dim:32,get_embed:10,get_float_el:32,get_grad:[25,106],get_grad_op_desc:33,get_input_lay:99,get_lin:9,get_movie_title_dict:10,get_numeric_gradi:32,get_numerical_gradi:32,get_output:32,get_program:65,get_sample_from_lin:106,get_shap:25,get_support:[30,103],get_symbol:61,get_tensor:32,get_var:18,get_vari:34,get_word_dict:10,get_worker_addr:45,getactualkerneltyp:64,getattr:50,getbatchs:99,geteigendevic:101,getengin:68,getenv:[31,44,116,123],getexpectedkerneltyp:[64,68,94],gethostbynam:123,gethostnam:123,getidmap:123,getinfervartyp:63,getinput:99,getinputgrad:99,getinputvalu:99,getkerneltyp:55,getkerneltypeforvar:94,getlayeroutput:[25,106],getlibrari:68,getmat:39,getoptconfig:39,getoutputgrad:99,getoutputvalu:99,getparam:39,getparameterconfig:39,getparameterptr:99,getparameterspars:39,getparametersremot:39,getplac:[68,92,100,101],getpodlist:123,getsiz:99,gettask:40,gettempl:121,gettensor:94,gettranspos:99,getw:99,getweight:99,getwgrad:99,gflag:112,gflags_complet:112,gflags_declar:112,gist:5,git:[26,27,87,97,102,103,112,142,144],github:[5,10,18,26,27,35,59,72,87,97,102,103,112,133,135,142,144],give:[18,36,73,82,84,94,121],given:[4,9,18,19,25,33,41,43,46,49,50,56,58,59,74,83,86,95],glibc:[142,144],glibc_2:30,glibcxx_3:30,glide:35,global:[2,18,23,26,31,34,35,36,57,61,64,78,79,84,88,90,92,94,121,134],global_block:82,global_learning_r:2,global_pool:18,globalstat:134,globalstatinfo:134,glog:112,gnueabihf:144,go_librari:35,go_test:35,goal:[46,49,55,60,76,84,91],gob:40,godep:35,godoc:70,goe:[5,36,56,62,88,135],going:[33,58,77,145],golang:35,good:[46,59,77,82,83,86,145],googl:[18,31,79,84,108,112,133,142],googleapi:121,googlenet:67,goroutin:[45,46],got:[64,88],govern:[106,109],gpg2:121,gpg:121,gprof:133,gprotos_:90,gpu:[2,4,7,22,26,28,30,32,44,46,51,55,65,72,76,77,78,79,84,86,87,92,94,103,111,114,116,131,134,135,145],gpu_id:[106,129,131],gpu_per_train:47,gpudevic:92,gpugpu_id:128,gpukernel:84,gpustarttimestamp:22,grab:36,grad:[32,33,41,50,67,82,89,106,129],grad_info_map:33,grad_n:50,grad_nam:50,grad_op:50,grad_op_class:84,grad_op_desc:50,grad_op_maker_:85,grad_op_typ:[84,85],grad_op_type_:85,grad_s_block:33,grad_share_block_num:[128,129],grad_to_var:[33,50],grad_var_nam:32,gradient:[2,3,4,6,18,23,25,36,40,46,48,50,60,63,75,76,77,78,82,84,89,115,116,118,123,129],gradient_clip:21,gradient_clipping_threshold:[2,106],gradient_evalu:3,gradient_flat:32,gradient_machin:[25,71,112],gradientmachin:[25,71,78,123],gradientmachine_:39,gradopdescmak:[63,85],gradopdescmakerbas:85,gradopmak:85,grai:11,grain:58,gram:91,grandient:25,grant:121,graph:[4,18,25,33,34,35,36,45,46,47,48,49,51,56,59,73,76,77,80],great:[49,91,145],greater:[4,18,50,77,114],greaterthan:90,greedi:[18,91],green:[45,59],grep:[28,124],gridsize3d:22,groudtruth:140,ground:[3,4,18],group:[5,18,40,61,68,92,145],group_input1:140,group_input2:140,group_input:140,grouplen:10,grpc:145,gru:[4,18,74,91],gru_bias_attr:5,gru_decod:140,gru_decoder_with_attent:140,gru_layer_attr:5,gru_memori:5,gru_out:74,gru_param_attr:5,gru_step:[74,140],gru_step_lay:5,grumemori:[5,107,140],gserver:[4,66,67,99],gsizex:134,gtx:65,guarante:[68,82],guard:39,guest:30,guid:[22,53,65,84,121,122],gutmann10a:18,gzip:[40,122],h0_bn:59,h_0:18,h_f:18,h_prev:34,hadoop:31,half:[4,18,19,55,121],half_to_float:55,hand:[65,84,91,92],handi:35,handl:[9,31,33,44,45,47,61,65,68,72,78,83,88,92,95,135],handler:[25,34],hannun:91,happen:[18,40,90],hard:[47,56,74,91,95,121],hardshrink:18,hardsigmoid:18,hardwar:[56,57,92],has:[3,4,5,10,18,19,22,31,32,33,34,35,36,40,41,43,46,47,49,50,51,55,56,59,61,65,69,72,74,76,79,80,84,89,90,92,94,114,121,134,135,145],has_kei:[25,33,50],has_selected_colum:4,has_var_recurs:33,hasdependentvar:81,hash:[72,76],hasn:56,have:[4,5,9,18,19,22,31,32,33,34,35,36,40,41,43,44,46,47,49,50,52,55,56,57,58,59,60,64,65,68,69,72,73,74,76,77,78,79,80,82,83,84,85,88,89,91,92,94,96,121,145],haven:56,hdf:[9,38],head:[19,100,124],header:[41,69,71,84,92,108],headip:124,height:[4,9,11,18,34,70,83,99,100,108,114],height_:89,held:36,hello:31,help:[4,18,34,54,56,61,68,74,83,84,95,97],helper:[18,47,68,85,95],henc:[47,77,82,85,86,88],here:[2,3,4,5,9,18,19,21,31,35,36,42,46,49,50,52,54,56,60,61,68,72,73,83,86,90,114,121,145],heterogen:[47,49,79],heurist:[4,49,74],hidden:[4,5,18,75,82,107,108,121],hidden_a:108,hidden_b:108,hidden_dim:18,hidden_out:34,hidden_s:5,hidden_t_prev:18,hidden_v:18,hidden_valu:18,hierach:139,hierarch:[4,80,82,84],hierarchi:84,high:[2,55,76,91,92,145],higher:[58,73,95],highest:[9,34],highli:[10,91,95],him:31,hint:64,histor:58,histori:6,hl_get_sync_flag:99,hold:[31,33,36,40,42,46,55,59,61,63,65,88,90,92,94,101,121],holder_:[92,101],home:[28,38,54,121,122,123,124,133],honor:40,hook:2,hookattr:2,hookattribut:2,horizont:[4,11],host:[35,44,79,121,122],host_c:[142,143,144],hostfil:124,hostnam:121,hostnetwork:123,hostpath:[122,123],hostport:121,hot:18,hous:[10,111],how:[2,4,18,31,34,36,40,45,46,47,52,54,56,58,61,64,68,73,74,78,79,86,90,94,121],howev:[4,5,18,32,33,43,46,47,52,56,65,72,77,78,82,83,85,86,89,90,91,92,94,121],howto:[116,119,123],hpp:[55,70],html:10,htod:134,http:[4,5,10,18,26,27,28,35,44,59,87,97,102,103,106,109,112,121,122,133,135,142,144,145],hub:87,huber:4,huge:77,human:[4,79,91],hwc:11,hyp:18,hyper:[4,59],hyperparamet:[4,86],hyperplan:9,hypothesi:18,i1116:123,i1117:134,i386:143,iOS:143,iamfullaccess:121,iamusersshkei:121,icc:57,iclrworkshop2016:18,icml:91,ics:10,id_input:3,id_rsa:124,idea:[35,46,56,57,77,83,86],ideal:[47,94],ident:[4,18,85,121],identifi:[4,62,72],identityoffsetproject:4,identityproject:4,idmap:123,ids:[3,4,18,74,106,114],ids_arrai:114,idx:[40,59,65,99],ies:54,if_els:93,if_else_op:33,ifdef:[72,79],ifels:[34,80],ifelseop:80,ignor:[4,17,18],ignored_token:18,iii:91,iil:108,illustr:[3,18,36,41,46,47,58,73],im2col:18,im_siz:59,imag:[7,8,9,10,18,26,31,47,56,59,60,74,75,80,83,91,97,121,122,123,125,126,145],image_a:83,image_b:83,image_conv_lay:91,image_fil:83,image_h:18,image_lay:83,image_nam:31,image_path:83,image_reader_cr:83,image_w:18,imagenet:[4,38],imagepullpolici:[121,123],imageri:4,images_reader_cr:83,imagin:60,img2label:11,img:[4,5],img_conv_lay:5,img_pool_lay:5,imgsiz:134,imgsizei:134,imgsizex:134,immedi:[65,68,77,86,121],immutable_paramet:31,imper:45,imperfect:84,implement:[4,5,9,18,19,23,34,40,41,42,43,44,45,46,47,49,56,58,61,62,63,65,68,70,71,72,74,78,81,88,90,91,92,93,94,95],implemet:39,impli:[35,106,109],implicitli:45,imposs:[74,145],impractic:94,improv:[4,48,49,65,84,91,121],in_arg:114,in_fals:18,in_plac:18,in_tru:18,inarg:39,inbound:121,inc_path:103,includ:[3,4,5,10,11,18,31,34,35,41,44,46,55,56,59,61,65,70,71,73,74,79,80,82,84,90,97,100,112,121,134,142,143,144],inclus:[18,74],incom:[45,64],incorpor:4,incorrect:4,increas:[36,40,55,108],increment:[46,51,60,65],incupd:99,inde:[9,46],independ:[4,18,32,33,41,48,88,92,145],index:[3,4,7,9,10,18,25,32,33,34,36,40,45,80,82,95,121],indexslot:4,indiact:18,indic:[3,4,10,18,21,33,34,41,52,59,73,80,85,89,92,95,114,121],indice_map:95,indices_map:95,individu:[36,76,121],industri:[36,69,145],ineffici:[78,94],infer:[11,17,18,31,33,34,36,51,56,62,63,64,65,66,70,72,81,82,84,89,91,94,109,111],infer_shap:82,infer_var_type_:63,inferer:91,inferfac:63,inferior:43,infershap:[34,82,84,100,101],infershapecontext:[100,101],infervartypefn:63,info:[3,4,10,55,73,99,106,109,119,123,145],infom:4,inform:[4,10,18,25,34,44,54,61,64,65,68,69,72,73,76,82,86,88,89,121],infrastructur:[56,121],ingrad_:67,ingredi:[46,91],inherit:[22,34,75,84,92],ininst:31,init:[2,18,25,34,48,59,67,73,74,99,109,111,116,121,123],init_attr:82,init_batch_dim_idx:18,init_from_tar:25,init_model_path:[128,129,131],init_valu:18,initi:[2,4,5,10,12,18,21,25,33,35,40,45,47,48,49,51,60,73,76,77,82,86,90,95,111,129,135],initial_max:[2,108],initial_mean:[2,4,108],initial_min:[2,108],initial_std:[2,4,108],initialize_op_attr:82,initrd:145,inlcud:5,inlin:[92,101,121],inner:[4,106,114],inner_param_attr:5,inner_pos_arrai:114,inner_seq_pos_arrai:114,inproj_attr:4,inproj_bias_attr:4,inproj_param_attr:4,input0:101,input1:[4,5,101],input2:4,input:[1,3,4,5,7,9,11,14,17,18,19,25,32,33,34,39,43,45,47,48,49,50,51,55,56,57,58,59,60,61,63,64,65,67,68,72,73,74,77,78,81,82,83,84,85,88,90,91,92,94,95,99,100,101,106,107,108,109,111,114,123,131,135,136,139,140],input_conf:4,input_data:99,input_data_target:99,input_dim_idx:18,input_dtyp:18,input_featur:1,input_hassub_sequence_data:99,input_id:4,input_imag:5,input_index:99,input_label:99,input_lay:99,input_loc:4,input_nam:31,input_proj_bias_attr:5,input_proj_layer_attr:5,input_seg:95,input_seq:[4,18],input_sequence_data:99,input_sequence_label:99,input_sparse_float_value_data:99,input_sparse_non_value_data:99,input_t:99,input_to_check:32,input_typ:106,input_valu:32,input_var:[32,82],inputbuff:39,inputdef:99,inputgradi:85,inputlayers_:99,inputs_to_check:32,inputsizechang:68,inputtyp:9,insert:[18,33,50,57,76,81,84,85,97],insid:[3,5,33,36,47,49,50,51,64,68,78,79,83,84,85,121],inspir:79,instal:[4,18,27,28,30,44,67,87,97,102,103,111,112,122,127,133,142,143,144],install_android:142,instanc:[4,18,32,34,36,38,42,45,47,48,50,52,57,62,68,73,74,77,82,84,85],instance_ip:121,instanti:[36,52,135],instead:[4,5,7,32,33,35,39,44,45,46,47,55,56,60,61,91],instrins:55,instruct:[34,60],int16:96,int32:[18,72,80,95,96,129],int64:[18,47,53,72,89,94,96],int64_t:79,int8:72,integ:[3,4,9,18,40,44,45,46,55,70,74,109],integer_sequ:106,integer_valu:[9,106,109,114],integer_value_sequ:[9,74,91,114,140],integer_value_sub_sequ:114,integr:[3,18,145],intel:[56,72,92],intellig:65,inteloptimizedpaddl:67,intens:91,inter:[4,18,47],interact:[4,47,121],intercept:4,interchang:[60,84],interconnect:76,interest:[45,55,76],interfac:[2,4,5,22,25,34,40,44,54,61,76,78,84,85,91,92,121,145],intergr:4,intermedi:[18,47,54,57,59,65,75,91],intern:[4,5,25,55,91,121,133],internel:67,internet:[35,36,145],interpret:[3,18,52,56,57,96],interv:18,intrins:[45,52,55],introduc:[4,11,34,36,59,66,69,86,88,90],intuit:[43,84],inval_:67,invalid:[83,88],invent:56,invoc:[35,58,84],invok:[4,25,33,47,50,78,82,84,85,90,94,121,134],involv:74,iob:3,ioe:3,ios:143,ios_arch:143,ios_deployment_target:143,ios_development_root:143,ios_enable_bitcod:143,ios_platform:143,ios_sdk_root:143,ios_use_veclib_for_bla:143,ip_str:123,ips:[121,123],ipt:[4,82,90,108,140],ipx:145,ipython:31,is_bia:18,is_color:11,is_cpu_plac:68,is_inf:115,is_loc:25,is_mkldnn_librari:68,is_revers:18,is_scalar_condit:18,is_seq:[4,140],is_spars:18,is_stat:[2,108],is_target:81,is_tensor:90,is_test:[18,68],is_traget:81,is_train:11,isbinari:114,isinst:[50,106,109],ismkldnnkernel:68,ispodallrun:123,isspars:99,issu:[18,35,59,91],issue_numb:97,issuecom:18,istag:87,item:[4,9,18,25,43,55,83,111,123,145],iter:[4,5,6,9,25,31,36,47,56,57,65,68,77,79,83,91,95],iter_multiple_input_and_param:82,its:[4,5,18,25,31,33,34,36,40,45,46,49,50,51,56,57,59,60,61,63,65,69,73,74,76,77,78,81,82,84,85,88,89,90,92,94,121,134],itself:[33,36,43,57,68,77,88],ivector:[114,115],ivs:90,java:[34,70,80,84],jeremi:134,jku:18,jmlr:18,job:[10,33,43,45,47,50,84,123,128,129,131],job_desc:47,job_dispatch_packag:119,job_id:10,job_nam:[44,121,123],job_namespac:[121,123],job_path:[121,123],job_path_output:123,job_workspac:119,jobdesc:47,jobnam:[47,123],jobpath:[121,123],jobport0:121,jobport1:121,jobport2:121,jobport3:121,jobselector:123,jobserv:44,join:36,jointli:5,jpg:11,json:[61,91,121,122],jth:5,judg:4,juditski:77,jupyt:44,just:[1,3,4,5,10,18,35,40,41,45,47,56,57,59,63,68,77,78,82,83,84,85,86,88,89,121],jx4xr:121,jypyt:31,k8s:[45,123,145],k8s_data:[121,123],k8s_job:31,k8s_token:31,k8s_train:[121,123],k8s_user:31,kafka:38,kcpu:79,kcuda:79,kdisabl:79,kebilinearinterpbw:134,kebilinearinterpfw:134,keep:[4,9,11,18,36,46,56,57,60,74,77,82,88,90,145],keep_dim:18,keep_top_k:4,kei:[10,11,19,22,25,26,32,33,34,36,38,40,53,55,64,68,84,85,90,91,95,97,106,123,134],kenlm:91,kept:[4,65,82],kera:86,kernel:[4,18,22,32,46,55,57,64,67,77,79,86,89,91,92,94,100,101],kernel_hint:64,kernel_type_for_var:94,kerneltyp:[64,68],key1:129,key2:129,key_pair_nam:121,keyid:121,keymetadata:121,keypair:121,keyserv:121,keystat:121,keyusag:121,keyword:[18,82,93,123],kforcecpu:64,kill:[36,121],kind:[31,32,36,42,47,50,57,60,64,68,75,76,79,92,94,96,106,109,121,122,123],kind_:79,kitten:18,kmark:79,kms:121,knchw8c:72,knchw:72,knhwc:72,know:[18,31,40,45,65,69,121],knowledg:91,known:[33,34,46,56,58,73],kpoprang:79,kpushrang:79,kqueue:46,kriz:10,krizhevski:18,kselectedrow:89,ksimonyan:5,kstate:79,kube_cluster_tl:31,kube_ctrl_start_job:31,kube_get_workers_addr:45,kube_list_containers_in_job_and_return_current_containers_rank:31,kubeconfig:121,kubectl:[119,122,123,124],kuberent:[36,121],kubernet:[31,36,45,47,84,120,123,125,126,145],kubernetes_service_host:31,kusecudnn:64,kusemkldnn:64,kvp:22,kwarg:[5,6,9,14,18,21,51,61,82,90],kwd:[15,22],l1_rate:2,l1_regularization_op:86,l1decayregular:23,l2_rate:2,l2_regularization_op:86,l2_sim:4,l2decayregular:23,l2regular:106,l93:39,label:[3,4,9,10,11,14,18,25,47,51,56,59,60,61,75,80,83,91,94,106,109,122,135],label_dim:4,label_fil:83,label_lay:83,label_path:83,labelselector:123,lag:129,lambda:[18,45,50],lambdacost:4,lambdarank:4,lan:127,lang:10,languag:[4,10,19,45,46,56,60,65,79,84,88,91,93,106,109],larg:[7,10,18,47,49,50,65,69,77,91,97],larger:[2,3,4,65,93],larger_than:[34,62,80],largest:18,last:[3,4,5,18,33,50,65,73,79,80,136],last_seq:[74,137],last_time_step_output:4,lastseen:122,latenc:[4,55,91,121],latent:4,later:[35,84,86,91,92,101,121],latest:[4,28,34,35,36,43,87,97,102,103,122,123,142],latter:[77,95],launch:[68,121],launcher:31,law:[106,109],layer1:[4,5,106,136],layer2:[4,106,136],layer3:4,layer:[2,3,5,7,9,12,24,25,33,34,39,45,46,47,49,56,59,60,62,75,77,80,83,84,86,90,91,92,95,99,106,108,109,111,114,115,135,136,139,140],layer_0:99,layer_att:107,layer_attr:[4,106,107,131,140],layer_help:64,layer_nam:106,layer_num:131,layer_s:114,layer_typ:[4,66,67],layerbas:99,layerconfig:99,layergradutil:99,layerhelp:[18,64,82],layermap:99,layeroutout:4,layeroutput:5,layers_test:103,layout:[11,68,94],layout_:[64,72],layouttyp:64,lazi:[77,86],lbl:3,ld_library_path:112,lead:[65,72],leaki:59,leakyrelu:18,learing_r:75,learn:[2,3,4,5,6,10,19,28,31,33,41,43,46,47,49,52,59,60,65,67,74,76,77,79,83,84,86,92,134],learnabl:[4,18,19,25],learning_r:[2,21,41,47,106,108,135],learning_rate_arg:108,learning_rate_decay_a:108,learning_rate_decay_b:108,learning_rate_schedul:108,leas:36,least:[3,18,36],leav:[34,121],lectur:65,lecun:10,left:[4,18,34],left_right_flip:11,left_scor:106,legal:90,len:[4,18,41,45,53,56,82,99,111,123],length:[4,5,9,10,11,18,41,55,66,69,73,74,84,91,95,122],leran:65,less:[4,18,31,50,145],less_equ:93,less_than:[31,65],lesser:18,let02:122,let:[3,4,18,31,34,43,45,46,57,58,60,64,68,72,73,74,75,85,92,94,121],level:[2,4,18,55,58,61,69,73,74,79,92,95,96,114,139],levenshtein:18,lgtest:35,lgtest_main:35,lib64:[28,103,129],lib:[27,71,112,133,142,143,144],lib_path:103,libapi:35,libari:71,libc:30,libcuda:[28,103],libgcc_:30,libgflag:112,libglog:112,libgoogl:133,libiomp5:67,libmkldnn:67,libmklml_intel:67,libnvidia:[28,103],libopenbla:112,libpaddl:[70,71,84,97,133],libpaddle_capi:71,libpaddle_capi_engin:112,libpaddle_capi_lay:112,libpaddle_capi_shar:112,libpaddle_capi_whol:112,libpaddle_gserv:71,libpaddle_math:71,libprotobuf:[108,112],librari:[4,18,35,42,46,47,67,68,71,76,91,94,129],library_:72,library_type_:94,librarydevicecontext:72,librarytyp:94,libstdc:30,libz:112,licens:[67,76,106,109],life:36,lifecycl:[79,145],lifetim:88,lightweight:58,like:[3,4,9,10,18,33,34,35,36,39,44,45,46,52,56,57,58,59,60,61,63,68,72,76,77,82,83,84,85,86,88,89,91,93,94,95,121,135,145],limit:[4,9,18,56,65,69,74,84,86,106,108,109,134],linaro:144,line:[3,9,22,35,39,44,46,54,60,77,80,82,84,86,97,106,108,121,131],line_break:9,line_count:108,linear:[4,18,19,74,106,108,109,111],linearli:18,lineno:133,link1:55,link2:55,link:[4,5,18,35,53,54,88,121,139,145],linux:[9,26,30,46,53,121,142,144],linux_x86_64:[30,87,103],lipo:143,list:[3,4,5,9,11,18,22,23,25,31,33,34,35,40,44,45,52,54,56,59,72,75,78,79,82,85,88,95,106,121,131,133],listdir:116,listen:[36,45,47],listen_and_do:45,listen_and_serv:18,listenanddo:45,lite:112,littl:[41,64,69],live:135,live_in:65,live_out:65,load:[11,17,31,36,47,59,76,82,109,121,123],load_and_transform:11,load_file_nam:17,load_imag:11,load_image_byt:11,load_missing_parameter_strategi:[128,129,131],load_mnist:59,load_paramet:108,loadsave_parameters_in_pserv:[39,128,129],loc:3,local:[2,18,25,27,32,34,36,42,43,46,60,65,73,80,82,84,123,128,129],local_scop:32,localhost:[28,102],localip:123,localpath:54,locat:[4,18,25,35,56,72,79,92,95],lock:[35,36,40,41],lod:[18,46,69,73,89,95,96],lod_desc:[89,96],lod_expand:74,lod_level:[18,82,89,96],lod_rank_table_obj:18,lod_tensor:[18,73,89,96],lod_tensor_aarri:18,lod_tensor_arrai:18,lodrankt:18,lodtensor:[18,19,46,63,69,84,96],lodtensorarrai:18,lodtensordesc:[69,89],log:[30,40,47,54,59,99,104,108,116,119,121,122,123,124,129],log_barrier_abstract:[128,129],log_barrier_lowest_nod:[128,129],log_barrier_show_log:[128,129],log_clip:[128,129],log_error_clip:[128,129],log_period:[122,123,129,131],log_period_serv:[128,129],logarithm:[1,18],logger:106,logic:[43,47,49,50,59,63,75,76,78,88,95],logist:18,logit:[18,59,94],longer:[36,47,65],look:[3,18,34,44,45,46,56,57,60,77,82,85,86,91,121,135],lookahead:[4,18,91],lookup:[18,63,74,135],lookup_t:65,loop:[32,34,56,65,79,83,88],loop_var:95,loss:[4,18,33,47,59,61,75,77,86,91],lot:[47,72,74,77,82,86,92,145],low:[4,75,76,91,92,95],low_rnn:73,lower:[4,18,55,73,74],lower_level_rnn:73,lpaddle_capi_engin:112,lpaddle_capi_lay:112,lpaddle_capi_shar:71,lpaddle_capi_whol:71,lrelu:59,lstm:[4,18,122,140],lstm_bias_attr:5,lstm_cell_attr:5,lstm_group:5,lstm_last:137,lstm_layer_attr:5,lstm_step:5,lstm_unit_op:18,lstmemori:[5,107,140],lstmemory_group:[4,107],lstmemory_unit:107,lstmlayer:66,lstmp:18,ltr:4,luckili:65,mac:[71,142],machin:[4,5,10,25,47,49,56,59,65,67,76,77,86,106,115,121,124,139,145],machine_transl:140,maco:[26,30],macro:[58,72,85],made:[10,36,41,56],mai:[4,5,18,22,32,34,47,51,55,57,64,65,68,76,79,83,84,88,91,94,106,109,121],main:[18,45,46,50,56,57,61,76,80,84,112,121,133],main_program:[17,18,33,51],mainli:[42,65,72,92],maintain:[4,34,40,77,82,84,121],majel:35,major:[47,55,94],make:[3,4,18,26,27,31,33,34,35,36,40,41,43,46,47,48,55,56,60,73,74,77,78,82,83,84,86,91,95,97,99,100,102,103,112,121,134,142,143,144,145],make_chan:46,make_channel:46,make_ddim:101,make_function_oper:58,make_vari:90,maker:[84,85],malloc:92,man:53,manag:[25,36,41,42,45,46,47,54,79,88,92,102],mandarin:[4,91],mani:[5,11,33,35,40,45,46,56,59,64,65,74,78,79,82,84,85,88,89,90,93,94,95],manili:61,manipul:[56,82,85],manner:[4,77,86,91,92],mantain:65,manual:[47,75,77,85,108,145],manufactur:56,manylinux1:30,manylinux1_x86_64:[30,87,103],manylinux:87,map:[3,4,9,19,25,31,34,40,50,68,72,82,85,88,90,92,95,109,112,145],map_fn:95,map_read:9,mapper:9,mapreduc:31,margin:18,mark:[10,33,49,59,60,73,74,79,88,145],marker:79,market:55,mask:[2,4,18],master:[10,31,43,84,87,144],mastermind:35,mat:[70,71,114],mat_cache_row:39,mat_norm:39,mat_normal_shar:39,mat_param_attr:5,mat_sparse_row:39,mat_sparse_row_auto_grow:39,mat_sparse_row_id:39,mat_sparse_row_prefetch:39,mat_sparse_row_prefetch_full_s:39,mat_value_shar:39,match:[18,35,55,93,106],matchbox:145,math:[5,18,67,70,84,99,100,134],mathemat:86,matirx:4,matmul:[34,61,73,95,100],matric:18,matrix:[3,4,5,9,18,19,25,39,70,71,99,100,112,114,115],matrixptr:99,matrixtyp:71,mattyp:39,max:[2,4,9,10,18,19,22,32,48,50,65,82,108,131,134,136],max_diff:32,max_id:[4,25],max_job_id:10,max_length:[4,74,140],max_movie_id:10,max_norm:18,max_relative_error:[32,100],max_seq_len:18,max_sort_s:4,max_user_id:10,max_x:18,maxframe_evalu:3,maxid:3,maxid_evalu:3,maxim:[4,50],maximum:[3,4,10,18,22,34,41],maxinum:7,maxoutfunctor:92,maxpool:4,mayb:[34,68],mchw:18,md5:[10,37],mean:[2,3,4,5,6,7,9,11,22,25,33,35,47,48,50,61,74,81,83,88,91,94,106,121,129,135,145],mean_op:18,mean_var_nam:4,meant:95,measur:[18,51],mechan:[4,5,19,33,42,51,68,82,85,121],mem:[4,18,34,44,74],mem_per_pserv:47,mem_per_train:47,member:[4,10,31,50,60,61,72,78,82,88],memcpi:[78,134],memor:4,memori:[5,18,33,34,39,40,44,55,57,67,68,69,72,74,77,79,84,94,101,122,134,135,140],memory_boot:5,memory_nam:[4,107],memory_optim:65,memory_test:26,memory_threshold_on_load_data:[128,129],memoryalloc:92,memorydesc:68,mention:[18,33,35,40,47,49,56,73,76,77,79],mere:5,merg:[4,18,41,43,48,51,67,73,76,78,97,115],merge_model:115,merge_v2_model:115,merge_v2_modelss:115,messag:[18,34,45,46,52,56,57,60,69,79,80,81,82,84,85,89,96,97,103,122],metadata:[53,121,122,123],metal:145,metaphor:60,metaplotlib:31,method:[4,6,25,32,34,43,45,47,48,50,55,59,60,61,64,75,76,82,83,84,88,89,94,95,133],methodolog:77,metric:[51,79],mfs:123,microarchitectur:55,might:[4,34,35,45,46,56,65,80,91,121],million:10,min:[2,4,18,22,48,50,82,121,131,134],min_block:34,min_count:49,min_desc:34,min_pool_s:106,min_word_freq:10,mini:[4,9,14,18,25,34,36,46,51,52,56,62,73,106],mini_batch:83,minibatch:[4,18,34,51,60,62,80],minim:[34,47,49,50,56,59,75,84,135],minimum:[4,18,22,91],minsizerel:[142,143,144],minu:85,minus_grad:85,minusgradop:85,minusop:85,minusopgradmak:85,minusopprotoandcheckermak:85,minut:[36,43,121],mip:142,mirror:35,mislead:41,mismatch:18,miss:59,mistak:56,mit:121,mix:[5,79,95,140],mixed_lay:5,mixed_layer_attr:5,mixedlayertyp:4,mkdir:[27,54,102,112,121,124],mkl:[27,68,84,92,94,103,112],mkl_packed_:66,mkldnn:[4,67,72,94],mkldnn_:67,mkldnn_batch_norm:4,mkldnnactiv:67,mkldnnbase:67,mkldnnlayer:67,mkldnnmatrix:67,mkldnnstream:67,mkldnntester:67,mklml:[67,103],mklml_lnx_2018:103,mklpack:66,mklpackedgatedrecurrentlay:66,mklpackedgemm:66,mklpackedlstmlay:66,mklpackedrecurrentlay:66,mlp:61,mmt16_task1_test:10,mnist:[38,47,59,60,80,83,84,115,133],mnist_random_image_batch_read:83,mnist_train:83,mnist_train_batch_read:83,mnist_v2:115,mnt:123,mobil:[55,56,65,84,102],mode:[4,22,25,55,66,76,97,123],model:[4,5,10,17,18,19,25,33,34,36,37,45,47,49,50,51,60,65,66,75,76,77,84,86,91,94,95,102,109,111,115,121,131],model_list:[129,131],model_path:131,modelparallel:47,modern:65,modif:91,modifi:[4,23,47,55,61,86,97,121],modul:[5,10,25,47,58,59,74,91,95,100,108,133],modular:74,modulo:4,momentum:[2,18,88,106,109],momentumop:133,momentumoptim:20,mon:122,monitor:[46,79],mono:4,month:35,more:[3,4,5,9,10,18,22,31,32,33,35,36,40,43,44,46,47,49,54,55,56,57,58,60,64,65,68,72,73,74,75,79,82,83,84,86,91,92,93,95,108,134,135,145],mose:10,mosesdecod:10,most:[4,9,25,31,33,35,43,46,47,57,60,61,72,74,77,79,83,86,91,92,93,135,145],mostli:[55,145],motiv:84,mount:[44,121],mountpath:[121,122,123],move:[4,36,40,54,56,77,121,145],movi:10,movidiu:56,movie_categori:10,movie_id:123,movie_info:10,movie_review:10,movieinfo:10,moving_average_fract:4,moving_mean_nam:18,moving_variance_nam:18,mpi:[46,76,124],mpirun:124,mse:[56,60,75,80],much:[4,18,36,56,68,75,83,86,95],mul:[58,65,82,99,100],mul_grad:100,mul_op:[18,100],mul_ratio:4,mul_result:82,mulgradkernel:100,mulkernel:100,mulop:[58,100],mulopgrad:100,mulopmak:100,mult:[45,57],multi30k:10,multi:[4,19,51,76,78,94,145],multi_binary_label_cross_entropi:4,multidimension:18,multigradientmachin:78,multilingu:10,multimod:10,multinomi:4,multip:19,multipl:[3,4,5,9,14,18,19,25,31,32,40,41,43,45,46,47,49,51,56,57,58,64,76,79,84,91,94,96,109,121],multiple_input:82,multiple_param_attr:82,multipli:[3,4,18,45],multiprocess:9,must:[1,3,4,5,9,11,18,33,41,50,65,68,69,72,79,81,82,83,84,90,96,99,100,101,106,116,121],mutabl:[92,101],mutable_data:[68,92,100,101],mutex:46,mutuable_data:92,mutual:18,mxnet:[34,45,46,56],my_cluster_nam:121,my_cost:108,my_external_dns_nam:121,my_lib:116,myerrorclip:50,myfil:9,mypaddl:[122,123],naiv:45,name:[2,3,4,5,7,11,17,18,21,22,25,31,32,33,34,36,38,39,41,44,45,47,51,55,58,61,64,67,68,69,71,72,74,79,80,82,84,87,89,90,95,96,99,108,109,111,122,123,125,126,131,134,135,140,145],name_:79,name_prefix:38,namespac:[34,62,70,82,99,100,122,123],nativ:[4,18,55],natur:[18,40,43,49,74,95],ncall:133,nccl1:76,nccl2:76,ncclinit:76,nchw8:94,nchw8c:94,nchw:[4,18,67,72],ndarrai:[11,18,25,38,106],ndcg:4,ndcg_num:4,ndk:142,nearest:55,nearli:32,necess:95,necessari:[4,33,34,41,43,50,51,65,69,74,78,82,90,95],necessarili:45,neck:76,need:[3,4,5,9,17,18,19,23,31,32,33,35,39,40,41,43,44,46,47,49,50,51,54,56,57,58,59,64,65,68,72,74,75,76,77,78,79,81,82,84,85,86,88,89,90,91,92,95,103,121,123,134,145],need_tran:108,neg:[3,4,18],neg_distribut:4,neg_overlap:4,neg_pos_ratio:4,neglect:4,neighberhood:76,neither:4,neon:55,ner:3,nervana:56,nessesari:91,nest:[4,9,33,34,79,80,96,114],net:[4,5,12,18,34,59,73,88,115],netop:[34,84],network:[2,3,4,9,18,19,24,25,31,32,33,34,36,39,47,49,51,59,61,65,66,67,73,75,77,79,82,83,86,88,90,91,92,94,96,107,109,111,114,115,123,131,137,145],network_config:131,networkadministr:121,neural:[4,5,9,18,25,31,33,34,36,47,61,65,66,67,73,77,86,88,92,94,96,111,137,139],neuralnetwork:78,neuron:18,never:[9,65,83,88,121,122,123],new_block_idx:82,new_dim:18,new_op_desc:50,new_scop:94,new_stat:73,newblock:82,newbuff:68,newest:41,newli:[55,145],newop:34,newopdesc:82,newprogram:82,newscop:94,newvardesc:82,next:[4,10,33,36,42,46,50,74,76,95,121],nextlay:67,nfs4:121,nfs:[121,123],nfsdir:123,nfsver:121,ngram:10,nic:[123,128,129],nil:[40,46],nine:10,nlp:4,nltk:10,nms_threshold:4,nms_top_k:4,nmt_without_attent:106,nnz:[99,114],no_grad_dict:33,no_grad_set:[32,33,100],no_gradi:33,no_sequ:[4,109],node0:123,node1ip:124,node2ip:124,node3ip:124,node:[4,35,43,45,47,49,61,65,74,76,84,121,122,123,124,145],node_0:[121,123],node_1:[121,123],node_2:[121,123],node_id:116,nodeattr:61,nodeentri:61,nodefil:119,nodesep:61,nohup:116,nois:[4,18,36,59],noisi:[4,59],non:[4,18,36,46,55,56,89,121],none:[2,3,4,5,6,7,11,13,14,17,18,19,21,22,23,25,31,32,33,34,46,50,51,59,61,62,73,74,75,80,82,90,95,135,140],noneedtran:68,nontranspos:18,nor:45,norm:[5,18,59,72],norm_by_tim:[4,18],normal:[4,5,10,18,21,77,91,122,123],normaliniti:16,normliz:18,notat:[4,65],note:[2,4,5,7,10,11,18,25,31,33,34,39,40,44,65,69,72,76,83,84,92,94,101,121],notebook:[28,44],noteworthi:56,noth:[1,25,64,82,88,97],notic:[4,50,56,76,85],notimplementederror:50,notin:94,notingradi:100,notion:95,notori:32,now:[9,33,35,36,46,49,59,69,72,77,84,85,86,88,121,139],np_arrai:9,nproc:26,nullptr:[68,79,85,88,99],num:[4,5,116,123,129],num_channel:[4,5],num_chunk_typ:[3,14,18],num_class:[4,5,18,61],num_col_dim:18,num_filt:[4,5,18,19],num_flatten_dim:18,num_gradient_serv:[116,128,129],num_head:19,num_hidden:61,num_neg_sampl:[4,18],num_or_sect:18,num_parameter_serv:31,num_pass:[25,109,122,123,128,129,131],num_per_batch:11,num_pserv:47,num_repeat:4,num_result:3,num_results_per_sampl:4,num_row:89,num_samples_process:108,num_shard:38,num_step:95,num_total_class:18,num_train:47,num_true_class:18,number:[3,4,5,9,10,11,14,18,19,22,34,36,38,49,51,65,77,79,83,84,90,95,121],numchunktyp:3,numdevices_:131,numer:4,numeric_grad:32,numerical_grad:32,numlogicaldevices_:131,numofallsampl:3,numofwrongpredict:3,numpi:[2,9,11,18,25,27,38,55,59,82,83,100,106,108,109],numreal:39,numsampl:134,numtagtyp:3,numtimeout:40,nv_:35,nv_gpu:26,nv_librari:35,nv_test:35,nvcc:[35,55,57],nvidia:[26,28,55,72,76,92,103],nvlink:76,nvprof:79,obei:3,obj:108,object:[2,4,5,9,18,25,31,39,47,50,51,59,61,65,70,75,79,82,84,86,88,134],observ:4,obtain:[4,18,43,77,92,106,109],obvious:[35,72],occup:[65,123],occupi:[55,79],occur:[10,25,65],occurr:34,oct:122,odd:4,odoti:18,off:[26,27,71,97,102,112,127,142,143,144,145],offer:[34,84,90],offici:[4,35,121],offlin:[36,38,145],offset:[4,18,39,114],often:[4,39,61,65,72],ograd:99,old:[32,41,43,74,84],older:[18,56],omega:86,omit:[18,106],omp_num_thread:133,ompi_comm_world_rank:116,onc:[4,36,40,45,47,49,51,56,60,77,93,121],one:[1,3,4,5,7,9,18,22,25,31,32,33,34,36,39,40,41,43,44,45,46,47,50,51,52,55,56,57,58,59,61,63,64,68,69,72,73,74,75,76,77,78,80,81,82,83,84,85,88,89,91,92,93,94,95,114,121,135,145],onehotcrossentropyopkernel:100,ones:[58,59,84],onli:[3,4,5,7,11,18,25,31,32,33,35,39,40,41,42,43,44,45,47,49,50,51,52,54,55,56,59,60,65,68,73,74,75,76,78,79,82,84,89,90,91,92,93,94,95,114,121,139,145],onlin:[4,6,36,38,65,83],only_cpu:32,onnx:56,onto:[18,47,49,121],op1:[65,94],op1_2_op2:94,op1_to_op2:94,op2:[65,94],op3:65,op_:100,op_check:100,op_class:[84,90],op_desc:[50,63,81],op_info:135,op_kei:68,op_maker_class:[84,90],op_proto:90,op_registri:135,op_siz:50,op_test:100,op_typ:[84,100],op_unique_kei:68,opattrcheck:100,opcreat:90,opdesc:[34,50,60,80,81,82,84,85,90,96],opdescbind:[63,85],opdescbuild:34,open:[4,11,18,31,38,56,59,67,83,106,108,109,121],openbla:[27,28,112],opencv:11,openmpi:[120,124],opensourc:76,oper:[4,5,9,11,18,22,23,32,34,45,46,47,48,49,51,52,55,56,57,59,60,61,63,64,73,74,75,76,79,81,86,88,91,92,94,96,100,101,121,135],operand:[18,55],operartor:101,operator_grad:32,operator_list:79,operatorbas:[34,58,84,85,90,100],operatorwithkernel:[94,100],opinfo:[63,84,85],opinfomak:63,opinfomap:85,opkernel:[100,101],opkernelkei:84,opkerneltyp:[72,94],opmak:90,opposit:18,opproto:100,opprotoandcheckermak:[85,100],opprotomak:[90,100],opregist:90,opregistri:90,ops:[32,33,34,35,45,57,60,61,77,80,81,82,84,92,100,145],ops_:34,ops_test:35,opt:[27,31,75,81,90,123],opt_op_list:75,optest:100,optim:[2,12,23,24,25,32,33,47,48,49,57,59,76,77,78,80,84,86,89,91,106,108,109,135],optimis:75,optimize_op_attr:82,optimizer_mod:18,optimzi:106,option:[3,4,10,18,22,31,35,47,59,64,69,80,81,82,84,89,90,91,96,142,145],optmization_op_list:75,opts_np:81,optyp:[63,90],opwithkernel:89,order:[4,5,9,11,18,22,25,33,60,69,79,83,86,95,121,123,133,145],ordereddict:25,orderli:18,oregon:121,org:[3,4,5,10,18,38,53,59,106,109],organ:[3,4],orient:90,origin:[4,5,9,10,17,18,32,55,59,88,95,97],other:[3,4,5,9,18,22,34,36,41,45,54,55,56,57,63,65,68,72,73,77,81,86,88,90,91,92,94,121,135,145],otherchunktyp:3,otherwis:[4,9,10,11,18,22,25,31,33,36,41,43,59,63,68,83,91],our:[18,31,33,35,46,47,49,59,63,65,72,76,77,88,95,121],out:[4,18,25,31,34,35,40,43,47,50,56,61,65,68,73,74,82,94,100,101,106,121,133,139,140],out_dir:[121,123],out_fals:18,out_left:4,out_mem:140,out_memori:5,out_right:4,out_size_i:4,out_size_x:4,out_tru:18,outer:4,outer_mem:137,outgrad_:67,outlier:4,outout_lay:25,outout_layer1:25,outout_layer2:25,output:[1,2,3,4,5,7,9,14,18,19,22,25,31,32,33,34,38,43,45,49,50,54,57,58,59,60,61,62,63,65,68,69,73,74,77,80,81,82,83,84,85,88,89,90,92,94,95,100,101,106,109,115,119,122,123,131,140],output_:[4,67],output_all_step:73,output_arg_nam:50,output_dim_idx:18,output_dtyp:18,output_fil:[22,115],output_height:18,output_id:4,output_lay:[25,106,109,111],output_max_index:7,output_mem:[4,140],output_mod:22,output_nam:32,output_num:73,output_path:38,output_s:18,output_seg:95,output_width:18,outputbuff:39,outputgradi:85,outputh:4,outputw:4,outsid:[4,5,47,88],outter:114,outter_pos_arrai:114,outter_seq_pos_arrai:114,outupt:95,outv:99,outval_:67,over:[4,5,18,25,31,56,65,76,77,95],overal:[59,77,79,145],overfit:[18,86],overflow:18,overlap:[3,4],overlap_threshold:[3,4],overload:[55,64],overrid:[34,36,54,68,92,100,101],overview:[40,41,42,92],overwrit:54,own:[4,18,33,41,43,50,52,61,63,75,76,77,86,90,121],pack:[95,108],packag:[9,10,40,44,45,58,67,87,103,121,133],pad:[5,18,68,91],pad_c:4,pad_h:4,pad_w:4,padding_attr:4,padding_down:18,padding_h:18,padding_i:4,padding_idx:18,padding_left:18,padding_right:18,padding_up:18,padding_w:18,padding_x:4,paddl:[1,2,3,4,5,6,7,9,10,11,13,14,15,16,17,18,19,20,21,22,23,25,26,27,28,30,31,34,35,36,38,44,47,54,57,58,59,62,66,67,68,69,70,71,73,74,78,80,84,86,87,90,91,92,95,97,99,100,102,106,108,109,111,112,114,115,116,119,121,122,123,124,127,131,133,134,135,140,142,145],paddle_arguments_get_sequence_start_po:114,paddle_arguments_set_id:114,paddle_arguments_set_sequence_start_po:114,paddle_arguments_set_valu:114,paddle_begin_init_param:41,paddle_capi:112,paddle_dir:100,paddle_doc:102,paddle_docs_cn:102,paddle_element_typ:41,paddle_element_type_float32:41,paddle_element_type_float64:41,paddle_element_type_int32:41,paddle_element_type_int64:41,paddle_element_type_uint32:41,paddle_element_type_uint64:41,paddle_enforc:[34,68],paddle_enforce_eq:[100,101],paddle_error:[70,71],paddle_exampl:44,paddle_finish_init_param:41,paddle_get_param:41,paddle_gradi:41,paddle_gradient_machine_create_shared_param:115,paddle_gradient_machine_forward:115,paddle_gradient_machine_load_parameter_from_disk:115,paddle_init:115,paddle_init_num_gradient_serv:116,paddle_init_param:41,paddle_init_port:116,paddle_init_ports_num:116,paddle_init_ports_num_for_spars:116,paddle_init_pserv:116,paddle_init_trainer_count:116,paddle_init_trainer_id:116,paddle_init_use_gpu:116,paddle_ivector:114,paddle_ivector_cr:114,paddle_job:44,paddle_manylinux_devel:27,paddle_matrix:[70,71,114,115],paddle_matrix_cr:[71,114],paddle_matrix_create_spars:114,paddle_matrix_get_row:114,paddle_matrix_get_shap:70,paddle_matrix_shap:70,paddle_matrix_sparse_copy_from:114,paddle_n:123,paddle_new_etcd_pserver_cli:41,paddle_new_pserver_cli:41,paddle_on_cloud:44,paddle_output:122,paddle_paramet:41,paddle_port:123,paddle_ports_num:123,paddle_ports_num_spars:123,paddle_process_by_paddl:123,paddle_pserver2:119,paddle_pserver_cli:41,paddle_pserver_client_releas:41,paddle_r:114,paddle_root:112,paddle_save_model:41,paddle_send_grad:41,paddle_server_num:123,paddle_train:[71,87,119,123],paddle_with_cuda:79,paddle_with_mkldnn:72,paddlepaddl:[4,5,9,10,11,18,25,26,27,28,30,35,36,38,41,42,43,44,45,47,53,54,58,59,60,62,64,69,73,74,75,78,79,82,83,84,88,95,96,97,106,109,111,112,114,115,119,120,122,123,125,126,127,133,134,140,142,144,145],paddlepaddle_gpu:30,paddlepaddlebook:28,paddlepaddlehub:28,page:[10,121],pair:[3,18,19,22,23,33,34,47,60,75,79,84],pairwis:4,pakcag:35,panic:46,paper:[4,10,18,59,91],para:39,paradigm:[45,52,84],paragraph:73,paragraph_data:73,paragraph_out:73,parallel:[18,45,46,47,49,76,79,84,94,121,122,123,131,134],parallel_for:45,parallel_nn:[2,128,129],paralleldo:48,parallelfor:45,paralleliz:91,param:[2,4,5,9,17,18,32,34,41,78,82,92,101,106,108],param_attr:[4,5,12,18,19,39,82,106,108,140],param_config_proto:41,param_fil:[108,115],param_initi:18,paramattr:[2,4,18,106,108,140],paramet:[3,4,5,6,7,9,17,18,19,23,24,32,33,34,35,37,39,43,45,47,48,50,52,54,56,57,59,60,61,63,69,73,75,76,80,83,88,90,91,95,106,108,109,111,114,118,119,123,129,135],parameter_block_s:[128,129],parameter_block_size_for_spars:[128,129],parameter_learning_r:2,parameter_list:[33,75],parameter_nam:[25,31],parameter_serv:31,parameter_valu:39,parameterattribut:[2,4,5,39],parameterclient2:123,parameterclient_:39,parametermap:99,parametermutex_:39,parameters_:99,parameters_and_grad:[23,75],parameterserver2:39,parameterset:31,parameterupdat:78,parameterupdater_:39,parametr:4,params_grad:75,params_pass_4:115,params_pass_90:109,params_pass_:109,paramt:121,paraspars:99,parent:[34,45,80,82,84],parent_:[34,88],parent_idx:82,parenthes:84,pars:[9,10,26,35,47,61,121],parse_known_arg:123,parsefromstr:108,parser:[9,123],part:[3,4,18,19,33,34,43,47,56,68,69,80,82,91,92,145],partial:[4,25],partial_sum:4,particular:[60,69,84,91,94],partit:[36,38,47,49,84,121],paserv:123,pass:[4,18,25,33,34,36,46,50,51,56,59,65,69,75,77,78,81,82,83,84,86,88,91,93,95,97,106,109,121,122,123,129,131,134],pass_gener:4,pass_id:[25,47,106,109],pass_idx:83,pass_manu:108,passtyp:99,past:[31,121],patch:[18,53],path:[3,9,10,11,17,25,36,40,41,44,65,74,83,91,112,121,122,123,129,142,143,144],path_to_paddlepaddle_working_directori:102,pattern:[10,36,70,77,86,121],paus:[36,43],pcie:76,pd_api:114,pdf:[5,18],peephol:18,peer:[76,104],pem:[31,38,121],pend:[36,40],pep425tag:[30,103],per:[3,4,10,11,18,36,41,76,77,83,86],percal:133,perf_test:133,perfectli:91,perform:[4,5,18,32,41,46,47,51,55,56,59,65,76,78,79,83,84,86,91,92,94,128,133,134],perftool:[79,133],period:[36,43,129],perl:10,perm:18,permiss:[106,109,121],permut:18,peroid:[4,11],persist:[17,18,52,89,91,96,121],persistentvolum:121,persistentvolumeclaim:[121,123],person:[3,31,64],perspect:84,perturb:32,pex:145,pfs:[38,54],pfsclient:38,pfspath:54,pgp:121,phase:[18,68,74,76,77,83,85,91,145],philosophi:[77,86],photo:59,phrase:18,physic:145,pick:[18,121],pickl:[116,124],pictur:76,piec:[5,45,79],pil:11,pillow:44,pip:[27,30,87,97,102,103,111,133],pipe:9,pipelin:[51,91],piperead:9,pivot:68,pixel:[4,9,10,47],place:[13,15,18,22,33,34,36,43,47,49,52,64,68,76,84,94,101,135],place_:[64,72,92,94],placehold:[59,92,101],placement:49,plain:[3,4,9,44,69,71,72],plan:[36,45,68,84,91],platform:[30,34,57,68,72,79,92,94,100,101,121,135,142,143],pleas:[2,4,5,6,10,11,18,31,36,40,41,42,45,46,57,61,72,73,82,83,84,91,92,96,102,103,121,123],plot:31,plu:4,plug:[76,77],pnpairvalid:128,pod:[38,44,45,121,122,123],pod_nam:121,podip:123,podlist:123,point:[18,34,36,44,46,55,65,68,76,92,101,114,134,145],pointer:[34,41,61,65,72,82,84,88,92,101,114],polar:10,poli:108,polici:[18,121],polit:18,poll:46,pollut:43,polyak:77,ponit:61,pool3:99,pool:[5,18,24,48,65,91],pool_attr:5,pool_bias_attr:5,pool_layer_attr:5,pool_pad:[5,18],pool_siz:[4,5,18,19],pool_size_i:4,pool_strid:[5,18,19],pool_typ:[4,5,18,19],pooled_height:4,pooled_width:4,pooling_lay:[5,106],pooling_typ:[4,106,136],poolingtyp:7,pop:[34,52],popul:41,popular:[35,59,61,79],port:[18,35,45,116,121,122,123,128,129],port_num:128,portabl:61,portal:102,ports_num:[116,123,129],ports_num_for_spars:[39,116,123,128,129,131],pose:36,posit:[3,4,5,18,114],positive_label:3,possibl:[31,34,40,46,49,65,82,86,96],post:[44,53],postpon:86,potenti:[55,134],pow:108,power:[55,65,76,91,145],ppo_workspac:102,pprof:133,pre:[4,5,10,31,41,64,65,121],pre_activ:82,pre_bia:82,pre_id:18,pre_mem:18,pre_stat:[73,95],preambl:82,precis:[3,14,18,51,55,77],precision_evalu:3,precompil:52,pred:[61,65],predecessor:65,predetermin:4,predic:[10,17],predict:[3,4,18,25,47,86,106,111,115],predict_fil:[128,129],predict_lay:25,predict_output_dir:[128,129],prediction1:25,prediction2:25,prefer:[56,64],prefetch:[39,99],prefix:[3,5,18,36,38,74,91,121],pregel:46,pregrad:99,prepand:82,prepar:[32,44,78,91,116,124,125],prepend:[18,82],prepend_oper:82,preprocess:[10,11,91,95],present:[31,33,34,79,95,97],preserv:54,prev_batch_st:[128,129],prev_cel:18,prev_cell_data:18,prev_hidden:18,prev_hidden_data:18,prevent:[6,18,31,36,40,43,50,86],preview:84,previou:[4,5,18,22,25,33,36,49,54,73,74,121],previous:4,previous_memori:34,price:[10,84,111],prim:68,primari:[56,60],primarili:[77,86],primit:[55,67,68,76,95],primitive_desc:68,primitivedesc:68,principl:[18,31,35,72],print:[2,22,25,30,31,46,47,56,61,82,93,103,109,111,124],print_graphviz:61,print_phas:18,print_tensor_lod:18,print_tensor_nam:18,print_tensor_shap:18,print_tensor_typ:18,printallstatu:134,printer:3,println:46,printstatu:134,priorbox:4,prioriti:84,prite:3,privat:[34,71,79,82,88,89,90,92,95,97,101],privileg:121,pro:76,prob:[3,25,111],probabalist:18,probabilist:4,probabl:[3,4,18,25,74,91],problem:[4,31,32,35,43,56,59,60,77,84,86],proc:28,proce:[9,36,83,121],procedur:[34,69],proceed:[10,18],process:[2,4,5,9,18,31,33,34,38,39,40,43,45,46,47,51,52,56,57,61,65,67,69,76,86,90,94,106,108,121,123],process_num:9,processor:[55,134],prod:97,produc:[4,5,9,18,36,56,61,83],product:[4,5,18,19,44,56,109,121],productgraph:122,prof:133,profil:[12,54,79,91,133,134],profilerst:79,profl:133,proflier:[79,134],prog:123,program:[9,13,17,18,22,31,33,38,41,43,47,49,52,60,62,65,75,76,79,83,84,88,93,96,123,134],programdesc:[45,47,52,56,65,69,81,82,85,96],programm:[47,56,82],progress:[36,40],proj:4,proj_activ:18,proj_dim:18,proj_out:18,proj_siz:18,project:[4,5,18,19,44,71,91],promis:[4,5,74],prompt:[54,56],prone:31,pronunc:91,prop_kind:68,propag:[4,6,33,56,77],proper:64,properli:64,properti:[61,86],propos:[18,34,48,49,74,75,76,77,95],proprietari:67,protect:[55,90,99,100],proto:[7,46,64,69,72,80,84,90,96,100],proto_:90,protobuf:[25,34,44,45,47,52,56,57,60,61,65,69,80,82,84,85,90,108,112,115],protocol:[3,135,145],protomak:100,provi:116,provid:[4,10,18,31,34,41,44,45,51,52,55,56,59,61,63,64,72,76,77,79,82,86,90,91,92,93,95,106,111,121,128,145],provis:[121,145],prune:[4,17,34],ps_desir:36,pserver:[25,39,41,42,44,84,116,119,121,123,128,129],pserver_addr:41,pserver_cpu:44,pserver_id:37,pserver_mem:44,pserver_num_thread:[39,128,129],pserver_spec:25,pseudo:[31,33,44,85,95],pseudocod:95,psize:99,ptr:[71,92],pub:[18,124],pull:[28,35,84,87,142],purpos:[4,36,47,49,64,134],push:[34,52,56,79,87,123],push_back:99,put:[35,36,39,49,65,68,82,92],pvc:121,pwd:[26,27,28,97,102,142],pxe:145,py_paddl:103,pybind:[34,46,55],pydataprovid:106,pydataprovider2:123,pyramid:4,pyramid_height:4,python2:133,python:[10,18,25,26,27,30,31,34,42,46,51,52,56,58,59,60,61,64,70,74,78,79,84,87,92,95,97,99,100,102,103,106,111,115,116,124,133,135,140],pythonpath:103,pytorch:[56,79],qualcomm:55,queri:[3,4,19,121],query_id:3,quest:10,question:[4,31,45,49,90,121],queue:[46,49],quick:61,quick_start:[44,121,122,123,125],quick_start_data:122,quickli:[74,82,84],quickstart:122,quit:74,r14b:142,r_h_val:18,r_t:4,rais:[9,18,19,23,50,61,116],rajathkmp:59,ran:[49,134],rand:[59,108,114,129,131,134],rand_max:114,random:[2,4,9,18,38,46,59,72,78,82,83,100,108],random_crop:11,random_imag:38,randomli:[11,18,43,114],rang:[4,9,18,38,45,47,55,59,65,79,83,90,123],rank0:76,rank1:76,rank:[4,18,31,95,121],rank_tabl:18,rankdir:61,ranktabl:18,rapid:85,raspberrypi:144,raspbian:144,rasspberri:144,rate:[2,3,4,5,6,10,19,41,91,106,123],rather:[33,44,59,95,121],ratio:[4,129],raw:[4,18,69],rdma_tcp:[128,129],reach:[36,65,76],read:[9,11,18,25,31,33,36,38,45,46,47,49,56,57,83,84,91,95,108,121,145],read_from_arrai:65,read_from_realistic_imag:31,read_from_rng:31,read_lock:37,read_minibatch:56,read_mnist_imag:31,read_next_from_fil:106,read_paramet:108,read_ranking_model_data:31,readabl:[79,84],reader:[10,25,38,47,55,59,60,80,91,109,116,133],reader_cr:38,reader_creator_bool:83,reader_creator_random_imag:[9,83],reader_creator_random_image_and_label:[9,83],readi:[36,46,121,122,145],readlockguard:39,readm:[71,97],readwritebuffer_:39,readwritemani:121,real:[4,18,39,59,83],realist:31,realiti:91,realiz:[34,73],realli:[56,86],rearrang:18,reason:[5,31,32,36,46,56,122],recal:[3,14,18],receiv:[18,36,44,46,47,49,73],recent:[65,77],recognit:[4,91],recommend:[5,18,31,123],record:[9,22,40,68,79,90,121],recordev:79,recordio:[9,10,31,38,40],recov:[36,95],recover:84,recoveri:40,rectifi:4,recurr:[18,66,73,88,91,137,138],recurrent_group:[5,91,106,107,137,139,140],recurrent_lay:5,recurrent_op:95,recurrentgradientmachin:[71,74,95],recurrentgroup:3,recurrentlay:66,recurs:[33,34,35,54,65,84],recv:[45,47,49,76,121],recvparametertyp:39,red:59,redirect:9,reduc:[4,18,49,55,76,84,133],reduce_by_kei:84,reduce_mean:59,ref:18,ref_batch_dim_idx:18,refactor:[47,49,60,74,77,78,82,86,95],refer:[2,4,5,6,11,18,19,22,34,36,40,41,42,45,55,61,68,72,73,76,80,82,84,86,88,92,95,96],referenc:40,refine_unknown_arg:123,reflect:40,reformul:18,reg:90,regard:[18,145],region:[4,88],regist:[46,65,72,85,92,94],register_gpu_profil:134,register_lay:99,register_op:[58,84,85,90,100],register_op_cpu_kernel:[92,100],register_op_cuda_kernel:[92,100],register_op_without_gradi:[84,100],register_oper:[63,85],register_tim:39,register_timer_info:134,registerop:90,registr:135,registri:[44,63,92,122,145],regress:4,regular:[2,12,18,21,33,106,121],reiniti:68,rel:[5,18,32,43,86],relat:[36,43,44,55,72,79,88,94,145],relationship:[85,92],releas:[87,91,103,112,121,142,143,144],reli:[32,45,74,75,77,86],reliabl:[36,86],relu1:61,relu2:61,relu:[4,59,61,65],relwithdebinfo:133,remain:[18,95],remaind:18,rememb:4,remot:[2,35,39,47,84,97,121,129,131],remoteparameterupdat:[39,42],remov:[9,18,33,47,54,56,74,97],renam:[33,54,55],reorder:[18,68],reorder_primit:68,reorderlodtensorbyrankt:18,reorgan:4,repeat:[18,34,60,80,81,89,90,96],repeatedli:[60,65],replac:[18,35,40,63,77,85,91],replic:47,replicaset:44,repo:[35,144],report:[40,55,56,79],reportdataset:40,repositori:[4,102,142],reprenset:18,repres:[4,5,18,33,34,40,45,47,49,50,56,61,69,72,74,77,82,84,86,89,92,95,96,121],represent:[4,18,41,47,57,59,60,65,72,74,89],request:[35,36,39,43,45,84,87,121,122,145],requir:[3,4,31,33,36,41,43,44,47,49,50,54,55,61,65,67,73,77,79,80,81,84,86,89,90,91,96,102,106,109,121,145],requisit:65,research:[10,18,47,56],reserv:[18,54,106,109],reserveoutput:99,reset:[4,18,36,51,104],reset_program:51,resetingrad:67,resetinvalu:67,resetoutgrad:67,resetoutvalu:67,resetxxx:67,reshap:[32,83,108],reshape_s:4,resid:18,residu:46,resiz:[11,39,92,100,101],resize_s:11,resize_short:11,resolv:[35,97,122],resourc:[47,52,76,79,92,121],respect:[18,19,32,50,55,59,73],respons:[4,39,46,47,51,59,76,77,78,86,121,122],rest:[18,34,44,53,57,94,145],restart:[36,41,121,122,145],restartpolici:[121,122,123],restor:[32,77],restrict:[86,88,133],result:[1,3,4,17,18,22,25,32,33,40,46,51,59,60,61,65,69,74,75,76,78,109,121,134,135],result_fil:3,resum:43,retran:121,retriev:[34,74,88],return_seq:5,reuqest:87,reus:[34,43,74,83,84],rev:26,revamp:47,reveal:31,revers:[4,5,10,18,33,139,140],review:[10,45,97,122],reviews_electronics_5:122,rewrit:[35,46],rgb:[4,11],rho:6,rid:56,right:[4,32,33,34,35,44,51,65,84,86,106,109],right_scor:106,ring:76,risk:33,rkt:[26,44],rmsprop:[77,106],rmspropoptim:77,rnn:[4,5,18,34,56,59,74,82,84,88,91,128,139,140],rnn_bias_attr:140,rnn_layer_attr:140,rnn_out:140,rnn_output:95,rnn_step:4,rnn_use_batch:[66,128,129],rnnalgorithm:74,rnnlm:10,rnnstep:95,roadmap:[91,95],robust:4,rocmplac:72,roi:4,role:[10,31,40,41,47,76,121],rollback:82,root:[6,7,33,76,121,122,123],rot:4,roughli:91,round:[55,76],routin:[55,67,76],row:[3,4,9,18,39,46,114],row_id:4,row_offset:114,rowoffset:114,rows_:89,rpc:40,rpcserver:40,rpi:144,rpi_arm_neon:144,rpi_toolchain:144,rsize:121,rstrip:123,rtk:145,rtype:9,rule:[3,18,33,47,50,56,60,121],run:[18,26,27,28,31,32,33,34,35,36,44,45,46,47,48,49,51,55,56,57,58,59,60,61,65,68,72,73,75,76,77,79,80,81,82,84,87,88,89,91,92,93,94,97,101,102,103,119,121,122,123,125,126,127,133,134,142,145],run_test:27,runinitfunct:[123,134],runnabl:49,running_on_cloud:44,runserv:102,runtim:[22,34,45,46,47,63,73,84,96,103],runtime_table_:34,s_block:33,safe:44,sai:[4,57,60,62,65,83],said:56,same:[3,4,5,18,19,23,25,31,32,40,41,43,45,46,47,58,59,61,64,65,73,74,76,82,84,85,88,91,94,95,101,121],samping_id:4,sampl:[3,9,10,18,51,59,82,90,114],sample_id:3,sample_num:3,sample_weight:18,sampler:59,satifi:[3,65],satisfi:[35,68,89,121],save:[4,9,17,25,36,38,40,41,44,45,47,60,61,65,69,77,89,96,121,122],save_dir:[122,123,129,131],save_file_nam:17,save_only_on:[128,129],save_parameter_to_tar:[25,109],savetxt:108,saving_period:[123,128,129],saving_period_by_batch:[128,129,131],scalabl:84,scalar:[4,18,33,34,62,93,95],scale:[1,19,47,49,77,85,90,91,100],scale_a:18,scale_b:18,scaleop:100,scaleopmak:[84,100],scalingproject:4,scan:[18,33,40,65,84],scatter:[4,33,76],scenario:74,schdule:121,schedul:[40,44,49,121],scheduler_factor:2,scheme:[3,6,39,86],scienc:65,scope:[15,32,45,48,52,57,94,135],score:[3,4,14,18,74,106],score_diff:106,scorer:91,scp:124,script:[10,27,76,102,119,121,124,142],sdk:143,search:[4,18,36,88,140],second:[4,18,31,45,54,56,59,61,73,74,80,81,83,88,90,100],secret:121,section:[33,49,56,82,121],see:[4,5,10,18,31,33,36,45,46,49,55,56,82,91,106,108,109,121],seed:[18,108,129,134],seem:[35,46,55,56,91],seen:[19,86],segment:[3,18,73,95],sel:46,sel_fc:4,selcet:4,select:[4,18,74,121],selected_generation_scor:74,selected_id:[4,74],selected_indic:4,selected_row:[89,96],selected_rows_desc:[89,96],selected_scor:74,selectedrow:[63,96],selectiv:4,selector:122,self:[32,50,51,59,61,65,66,67,69,75,82,95,99,100],self_addr:45,selfnorm:4,semant:[10,31,74,87],semaphor:46,semat:31,send:[36,41,45,47,49,64,76,84,90,121],send_back_parameter_typ:39,send_var:18,sendbackparameterspars:39,sendbackparametertyp:39,sendparameterrequest:39,sendparameterrespons:39,sens:[77,86],sensit:4,sent:[31,41,45,47,84,90,96,122],sentanc:106,sentenc:[4,10,56,73,74,95,140],sentence_input:95,separ:[3,17,18,22,41,47,58,77,85,86],seper:[18,95],seq0:18,seq1:18,seq2:18,seq3:18,seq:[4,10],seq_len:95,seq_po:114,seq_pool:[4,136],seq_pos_arrai:114,seq_silc:4,seq_text_print:3,seq_typ:9,seqtext_evalu:3,seqtoseq:[4,108],seqtoseq_net:4,sequenc:[1,3,4,5,7,9,10,18,33,34,45,52,56,60,66,75,80,91,95,106,109,114,137,139],sequence_group:4,sequence_layer_group:137,sequence_nest_group:4,sequence_nest_layer_group:137,sequence_start_posit:114,sequencegen:137,sequencesoftmaxop:18,sequencestartposit:4,sequencetextprint:3,sequencetyp:[4,109],sequenti:[4,34,45,46],seri:[5,137],serial:[25,34,40,69,78,84],serializ:[84,96],serv:[47,55,84,95,121],server:[18,27,31,35,39,42,43,47,57,76,84,104,116,118,119,123,129,145],serverless:36,servic:145,sess:[59,61,75],session:[61,75,81],set:[2,3,4,5,9,10,11,18,19,21,22,23,25,26,31,33,36,44,59,63,65,68,72,73,74,79,81,82,84,85,88,91,92,95,100,101,102,106,108,109,114,121,122,134],set_active_typ:99,set_attr:50,set_default_parameter_nam:2,set_drop_r:99,set_float_el:32,set_input:[4,50],set_output:50,set_siz:99,set_typ:[50,99],setdatatyp:89,setdefault:100,setp:121,setq:26,settotalbyteslimit:108,setup:[47,77,87,99,100,145],seven:91,sever:[3,4,32,39,47,49,59,73,74,76,78,79,82,89,92,95,121],sexstant:145,sgd:[25,31,36,44,49,77,78,89,109,118,128,135],sgd_optim:135,sgdoptim:20,shall:[33,35],shape:[3,4,9,18,19,25,32,33,34,47,59,62,72,73,80,82,84,89,91,92,109,135],shard:[36,37,38,39,40,41,43,47,49,118,121],share:[4,18,35,59,71,78,82,84,86,91,92,95],shared_bia:5,shared_bias:4,shared_librari:35,shared_ptr:[68,70,71,88,92,101],shef:10,shell:121,shift:[4,18],shorten:4,shorter:11,shoul:32,should:[2,3,4,9,11,18,19,22,25,31,32,33,34,41,44,46,47,50,51,55,57,58,59,63,64,68,72,73,74,75,77,78,79,80,83,84,85,86,89,90,91,93,94,95,96,100,102,121,139],should_be_fals:31,should_be_tru:31,show:[3,6,26,33,34,36,46,54,56,62,65,69,73,76,77,80,93,95,121],show_check_sparse_distribution_log:[128,129],show_layer_stat:[128,129],show_parameter_stats_period:[122,128,129,131],shown:[4,18,31,47,51,76,79,91,121],shrink_rnn_memori:18,shrunk:50,shuf:106,shuffl:[9,47,106],sid:121,side:[4,18,25,47,51,65,78],sig:121,sigint:119,sigma:18,sigmod:90,sigmod_op:90,sigmod_output:90,sigmoid:[4,19,34,90,95],sigmoidactiv:5,sigmoidcrossentropywithlogit:18,sign:[53,69,121],signatur:121,signific:91,sima:10,similar:[4,18,34,45,46,47,49,52,56,74,77,79,83,84,86,91,92,94,95,121,145],similarli:[4,9,56,65],simpl:[1,3,4,5,9,10,18,25,45,49,55,57,60,61,65,73,77,80,86,88,90,91,95,123],simple_attent:140,simple_gru:140,simple_lstm:[4,107],simple_rnn:[4,140],simple_transform:11,simpler:78,simplest:121,simpli:[4,11,31,41,47],simplifi:[31,74,82,90,91],simul:[56,143],simultan:121,sinc:[4,5,18,36,40,42,43,46,47,48,49,56,63,65,68,72,77,82,83,85,86,95,121,145],singl:[3,5,9,17,18,33,36,47,49,51,55,64,76,84,88,91],singleton:[45,48],sinlg:25,sit:[18,47],site:[35,121,133],sitten:18,sittin:18,situat:[33,81,94],size:[3,4,5,9,10,11,18,19,25,36,38,39,41,46,47,55,59,65,69,74,77,82,83,89,90,91,92,95,99,100,101,106,108,109,111,114,135,140],size_a:4,size_b:4,size_in_byt:68,size_t:[39,92,95,99],sizeof:[34,114],skip:[33,83,97,108,121],sleep:123,slice0:18,slice1:18,slice2:18,slice3:18,slice:[4,18,45],sliceproject:4,slide:[4,6,10,36],slight:56,slightli:59,slope:[4,18],slopeinterceptlay:4,small:[4,10,18,32,45,57,59,67,74],small_messag:[128,129],smaller:[18,32,36,55,74],smart:88,smooth:4,smt:10,snap:122,snapdragon:55,snapshot:[37,43,121],snippet:[46,58,75,121],sock:44,sock_recv_buf_s:[128,129],sock_send_buf_s:[128,129],socket:123,soft:18,soft_label:18,softmax:[4,5,18,31,34,47,49,56,61,62,74,80,99,106,140],softmax_param:108,softmax_param_attr:5,softmax_selfnorm_alpha:4,softmaxoutput:61,softrelu:18,softwar:[55,79,106,109,145],solid:59,solut:[76,145],solv:[31,33,65,84],some:[2,4,9,11,18,25,31,33,34,35,39,40,41,43,44,46,47,49,50,55,57,58,59,60,64,65,68,72,73,74,75,80,81,82,83,84,85,88,92,94,95,121,145],some_c_api_funct:71,some_inst:71,some_lay:18,some_op:[63,73,95],some_python_class:70,somecppclass:70,somedata:25,somegotyp:70,someth:[33,39,82],sometim:[4,79,83],somewhat:41,somewher:88,soon:36,sort:[4,10,18,22,95,121,123],sort_by_length:95,sortagrad:91,sorted_kei:22,sourc:[4,10,18,32,35,54,56,59,67,69,71,74,83,84,121],source_dict_dim:[74,140],source_dict_s:74,source_language_word:[74,140],space:[3,4,49,55,82,86,91],space_seperated_tokens_from_dictionary_according_to_seq:3,space_seperated_tokens_from_dictionary_according_to_sub_seq:3,span:79,spars:[2,4,6,9,18,39,46,99,106,114,116,121,123,129,131],sparse_binary_vector:[9,106,109,114],sparse_binary_vector_sequ:[9,114],sparse_binary_vector_sub_sequ:114,sparse_float_vector:[9,109],sparse_float_vector_sequ:9,sparse_non_value_slot:9,sparse_remot:39,sparse_upd:[2,39,106],sparse_value_slot:9,sparse_vector:[106,114],sparse_vector_sequ:114,sparse_vector_sub_sequ:114,sparseparam:99,sparseprefetchrowcpumatrix:99,spatial:4,spatial_scal:4,spec:[121,122,123],specia:10,special:[4,10,18,33,41,47,55,57,63,72,74,75],specialvartypeinfer:63,specif:[10,18,19,25,33,35,36,47,50,54,57,74,84,88,92,106,109],specifi:[3,4,10,17,18,22,31,32,39,40,41,44,45,46,47,48,50,51,52,54,59,69,79,82,88,90,95,102,121],spectrogram:91,speech:[4,91],speed:[4,5,55,69,76,77,145],speedup:79,sphinx:[70,102],split:[4,9,19,43,45,48,56,62,74,84,95,116,121],split_count:[116,121,123],sport:18,spread:33,sqrt_x:18,squar:[4,6,7,61],square_error_cost:[109,135],squash:97,srand:[114,129],src:[35,68,103,116,119,123],src_backward:140,src_dict:108,src_dict_path:108,src_dict_siz:10,src_embed:[74,140],src_forward:140,src_lang:10,src_primitive_desc:68,src_word_id:[74,140],src_word_vec:74,sreializ:96,srl:10,ssd:4,ssh:[121,124],ssh_server:119,sstabl:31,stabil:[4,18,32,65],stabl:[87,121],stack:[18,52,84,95,121],stackexchang:4,stage:[35,42,48,59,65,68,91,96,97],stale:36,stamp:103,stand:18,standalon:142,standard:[2,9,18,46,56,84,86,91],stanford:[10,32,122],star:35,start:[4,5,10,18,25,33,35,36,39,40,41,43,44,46,47,48,74,76,78,79,97,103,114,122,123,129],start_mpi_train:124,start_op_idx:33,start_paddl:123,start_pass:[128,129],start_po:4,start_pserv:[128,129],startpaddl:123,startup:[18,36,44,56,121],startup_program:18,stat:[129,134],state:[4,5,18,22,34,36,51,52,73,74,79,88,91,95,107,122,139],state_act:[4,5],statem:65,statement:[46,56,60,65,121],statfulset:123,static_cast:[68,101],staticinput:[4,139,140],statist:[4,18,51,79],statmt:10,statset:134,statu:[18,44,74,97,121,122,123,134],status:122,std:[25,35,39,61,63,64,68,70,71,79,81,84,85,88,90,92,99,100,101,129],stdbuf:116,stderr:119,stdout:[9,119],step1:18,step:[4,5,7,18,32,34,36,41,46,47,49,51,56,59,60,66,74,77,78,82,84,90,91,95,121,137,139,140,145],step_gradi:33,step_id:95,step_input:95,step_net:34,step_output:95,step_scop:84,stepnet:[34,73,84,88],still:[33,40,43,47,56,65,85],stirng:82,stmt1482205552000:121,stmt1482205746000:121,stochast:[6,36,40,43,77],stop:[4,82],stop_gradi:[18,82],storag:[53,55,121],store:[3,4,10,18,25,32,34,35,39,52,61,63,69,72,74,78,80,82,84,85,86,88,95,121],str:[11,18,25,33,44,95,123,131],straight:[80,83,89],straightforward:68,strategi:[7,36,82,129],stream:[9,47,68,79,92],stream_:92,streamid:22,street:4,strict:83,stride:[4,5,18,68,72,91],stride_h:18,stride_i:4,stride_w:18,stride_x:4,string:[3,4,9,10,11,18,22,25,33,34,40,54,61,64,69,79,80,81,82,84,85,88,89,90,96,99,100,121,129],strip:108,struct:[40,41,53,55,63,64,71,72,79,85,90,94,108],structur:[33,34,40,56,59,69,74,80,82,84,89,121],sts:121,stuff:97,style:[4,84,90],sub:[3,4,9,18,31,33,43,45,49,59,65,73,76,78,82],sub_block:33,sub_nest_seq:4,sub_sequ:[4,109],subclass:82,subcommand:54,subgradi:6,subgraph:[49,59],submiss:47,submit:[68,84,121],subnet0:121,subnet:[31,121],subobjectpath:122,subscript:18,subseq:[136,139],subsequ:[4,76],subsequenceinput:[4,137],subset:18,substitut:18,subtract:32,succ:65,succeed:[40,122],success:[4,41,121,122],successfulcr:122,sucess:65,sucessor:65,sudo:[26,121],suffer:32,suffix:[44,116],suggest:[4,35],suit:145,suitabl:[89,92],sum:[4,6,19,33,34,37,48,63,82],sum_op:33,sum_x:18,sume:18,summar:[18,59,79],summari:79,summat:18,sumopgradmak:85,sumpool:106,supercomput:65,suppli:[18,89],support:[2,3,4,6,7,9,11,18,30,32,34,36,43,44,45,46,47,49,56,58,59,65,68,69,72,74,77,78,79,81,83,84,85,86,89,91,94,121,145],support_inplac:65,suppos:[5,18,19,35,45,58,89,114],suppress:[4,54],sure:[18,121],surpass:4,svs:90,swagger:53,swig:[27,42,70,71],switch_ord:107,switchop:34,sychron:76,symbol:[4,34,61,71],symbols_ready_:34,symbolt:[34,84],symlink:97,sync:[36,77,86],sync_with_cpp:133,syncflag:99,synchron:[36,40,46,68,76,79,121],syntax:[45,52,56,74,83],sysroot:142,system:[34,35,36,41,43,46,47,49,53,58,59,65,67,91,106],t_max:18,t_min:18,tabl:[3,4,18,34,45,56,63,69,89,96],tablelookup:89,tablelookupgrad:89,tablelookupop:89,tableproject:4,tag:[3,10,28,87,97,103,127],tagtyp:3,tail:74,tainer_id:123,take:[3,4,5,9,18,25,31,33,34,35,36,43,45,46,47,50,52,55,57,59,60,62,63,65,68,72,77,80,81,82,83,84,85,92,94,95,121],taken:[4,50,61,65,72,95],talk:[41,57],tanh:[4,5,59,74,99,140],tanhactiv:5,tanhshrink:18,tar:[10,11,25,103,109,115,121],tarbal:121,target:[4,10,18,25,33,34,35,50,52,59,61,75,81,84],target_block:[33,50],target_dict_dim:140,target_dict_s:74,target_dictionary_dim:4,target_language_embed:4,target_language_word:140,target_link_librari:35,target_var:17,target_word:74,targetinlink:[4,137],task13:91,task14:91,task1:10,task:[3,4,10,18,47,69,74,79,90,115],task_queu:40,taskentri:40,taskqueu:40,tbd:[42,68,91,137],tcp:[121,129],tear:134,technic:[33,36],techniqu:[18,65],technolog:[18,56],tee:122,tell:[22,36,40,41,74,90],templat:[58,68,90,92,100,101,122,123,145],tempor:[4,18,91],temporari:[33,44,52,65,77,82],tempori:65,tensor:[19,32,35,45,46,48,49,55,56,57,59,61,63,64,68,69,72,73,74,89,95,96,100,135],tensor_arrai:45,tensor_array_read:95,tensor_array_s:95,tensor_array_stack:95,tensor_array_unstack:95,tensor_array_writ:95,tensor_data:69,tensor_in:94,tensor_s:32,tensor_test:35,tensor_to_check:32,tensorarrai:48,tensorarraydesc:95,tensordesc:[69,89],tensorflow:[34,45,46,47,49,56,59,62,86,95],term:[4,5,18,36,85,86,91],termin:122,terminolog:65,tessorarrai:95,test100:10,test10:10,test1:38,test:[4,9,10,11,18,25,31,32,35,61,71,77,83,87,97,99,100,101,111,114,116,124,129,131,134,135],test_:100,test_all_data_in_one_period:122,test_check_grad_ingore_i:100,test_check_grad_ingore_x:100,test_check_grad_norm:100,test_check_output:100,test_compar:103,test_comparespars:103,test_comparetwonet:103,test_comparetwoopt:103,test_config_pars:103,test_data_dir:116,test_fcgrad:99,test_gpuprofil:134,test_layergrad:99,test_list:108,test_mkldnn:67,test_mklpack:66,test_mul_op:[27,100],test_networkcompar:103,test_pass:[128,129,131],test_period:[128,129,131],test_predict:103,test_pydataprovid:103,test_pydataprovider2:103,test_pydataproviderwrapp:103,test_recurrent_machine_gener:103,test_recurrentgradientmachin:[103,137],test_swig_api:103,test_train:103,test_traineronepass:103,test_wait:[128,129],testa:31,testb:31,testbilinearfwdbwd:134,testconfig:99,testfcgrad:99,testfclay:99,testlayergrad:99,testmulop:100,testq:31,testresult:25,testutil:99,text1:54,text:[3,5,9,18,31,69,73,79,91,121],text_fil:9,tflop:134,tftp:145,tgz:[10,30,103],than:[2,3,4,5,18,33,36,44,45,50,56,57,58,59,82,84,86,93,95,108,114,121,145],the_step:56,theano:56,thehalf:18,thei:[4,18,31,33,35,36,41,43,45,46,49,50,54,56,59,60,64,65,74,75,79,82,84,90,95,96,121,134],them:[3,4,5,11,18,31,32,33,35,36,39,44,46,49,50,56,57,58,63,64,65,74,82,83,84,85,88,89,90,94,95,96,121,134],themselv:[33,35],theori:56,therefor:[33,65,77],therein:[4,18,34],theta:59,theta_d:59,theta_g:59,thi:[2,3,4,5,6,9,10,11,17,18,22,23,25,30,31,32,33,34,35,36,39,40,41,42,43,44,45,46,47,48,49,50,51,52,55,56,57,58,59,60,61,64,65,68,72,73,74,75,76,77,78,79,80,82,83,84,85,86,89,90,91,92,94,95,106,109,114,121,134,135,145],thin:63,thing:[47,59,84,92],think:[31,35],third:[4,18,36,61,114],third_parti:[4,67,103,112,142,143,144],those:[4,34,35,36,58,60,61,62,80],though:[95,145],thought:[18,35],thread:[45,46,48,79,134],thread_count:48,thread_id:79,thread_id_:79,thread_local_rand_use_global_se:[128,129],thread_pool:48,threadblocks:22,threadid:131,threadloc:134,threadpool:45,three:[3,4,10,18,19,32,33,36,46,51,55,56,57,60,68,74,75,78,79,80,83,91,92],threshold:[2,3,4,18,36,40,50,129],thresholdedrelu:18,through:[4,19,33,35,36,40,42,51,65,75,77,102,135],throughout:52,throughput:134,thrust:84,thu:[4,18,43,51,61,65,91,121],tier:122,time:[4,5,7,9,18,22,25,31,32,35,36,40,43,46,47,49,50,56,58,63,65,66,72,73,74,76,79,82,83,84,85,89,90,91,95,96,114,122,123,129,133,134,137,145],timelin:[4,79,84],timeo:121,timeout:[36,40],timeout_sec:9,timer:[22,134],timestamp:[4,37],timestep:[4,88],titan:65,titl:[10,123],tls:53,tmp:82,to_chw:11,to_no_sequ:[4,136],to_sequ:[4,136,137],to_tar:25,to_your_paddle_clone_path:102,todo:[3,9,10,34,36,40,43,74,90,91],toend:4,togeth:[4,5,9,25,33,95],token:[3,4,10,18,31,91,140],toler:[25,32],too:[10,32,45,46,50,68,94,95],took:145,tool:[79,102,121,123,142,144],toolchain:142,toolkit:91,top:[3,18,25,73,74,91],top_k:[3,18,74],top_level_rnn:73,topic:68,topk_generated_scor:74,topk_id:74,topk_indic:18,topk_out:18,topk_scor:74,toplevel:26,topolog:[31,36,47,61,65,69,78],topoloi:61,topolopi:25,torch:[34,56],toronto:10,tostr:108,total:[18,22,25,36,49,51,76,79,83,122,134,145],total_pass:83,tottim:133,touch:103,toward:56,trace:[34,57,59],track:[36,40,61,82,97],tractabl:4,tradit:[4,34,55,91],traffic:47,trail:9,train100:10,train10:10,train:[2,3,4,9,10,11,18,28,33,34,38,40,41,43,45,50,51,52,56,57,59,60,65,66,69,76,77,78,79,80,81,82,84,86,89,91,92,96,104,106,109,116,119,120,122,123,124,125,126,129,131,140],train_arg:123,train_args_dict:123,train_args_list:123,train_config_dir:[121,123],train_data:116,train_data_dir:116,train_i:109,train_id:121,train_list:[108,116],train_loop:56,train_read:[47,109],train_x:109,trainabl:[4,21,69,82],trainer:[31,37,38,39,40,42,47,49,57,66,67,77,78,84,99,109,116,118,123,129,131],trainer_config:[115,121,122,123],trainer_config_help:99,trainer_count:[106,111,116,121,122,123,128,129,131],trainer_cpu:44,trainer_cr:44,trainer_gpu:44,trainer_id:[116,121,123,129],trainer_intern:39,trainer_mem:44,trainer_packag:44,trainer_prog:47,trainerconfighelp:108,trainerid:[43,123],trainingjob:47,trainonebatch:39,tran:[68,99],trans_var:94,transact:[36,40],transcript:91,transfer:[65,79],transform:[4,5,11,18,84,91],transform_param_attr:5,transformed_st:5,translat:[4,5,10,65,106],translation_id:74,translation_scor:74,transpar:74,transpil:45,transpos:[4,11],transpose_i:18,transpose_x:18,transposedfullmatrixproject:4,travers:[33,60,65],travi:97,treat:[4,18,34,41,65],treatment:[41,55],tree:[4,34,45,52,56,82,123,135,144],trg_dic_siz:74,trg_dict_siz:10,trg_embed:[74,140],trick:74,tricki:70,trigger:[43,78],trim:4,trivial:[74,95],true_block:[34,62,80],true_imag:83,true_label:83,true_neg:51,true_posit:51,true_read:83,truth:[3,4,18],tune:[2,91,128,133],tupl:[4,5,9,10,11,18,25,33,82,83],ture:4,turn:[4,18,82,83,139],tutori:[22,121,123,124,125,126],twice:[49,59],twine:87,two:[3,4,5,18,19,31,33,41,42,43,44,45,46,47,51,54,55,56,57,59,60,63,65,69,72,74,77,79,80,83,84,85,86,88,89,90,91,94,95,96,100,101,121,134],txt:[35,44,54,66,67,99,102,116,121,124],type:[3,4,5,7,9,10,18,23,31,33,34,36,39,40,43,44,47,53,54,55,57,63,64,68,69,70,71,73,74,80,81,82,83,84,85,86,89,90,91,92,94,96,99,100,101,109,111,114,121,122,131,140],type_nam:90,typedef:[41,55,70,71,72,92],typeerror:50,typeid:90,typenam:[58,90,92,100,101],typic:[3,47],ubuntu:[30,87,111],ubyt:83,uci:10,uci_h:111,ufldl:[4,18],uid:122,uint16_t:55,uint32:[53,69],uint32_t:79,uint64:[69,70],uint64_t:[70,114],unawar:41,unbias:32,unblock:46,unbound:65,unbuff:46,unchang:18,unclear:43,uncreat:33,under:[18,35,40,49,76,94,106,109,121],underli:[18,74],understand:[56,82,91,145],understand_senti:140,undeterminist:134,uni:91,unidirect:[4,91],unifi:[52,61,89],uniform:[2,4,9,18,38,59,82,83],uniform_random:82,uniforminiti:16,uniniti:33,uninstal:[27,103],uniqu:[31,34,36,43,44,68,72,82,88,121],unique_nam:82,unique_name_gener:82,unique_ptr:[85,88,92,99],unit:[4,5,18,19,35,77,79,86,92],unitest:18,unittest:[71,100,103],unix:46,unk:[10,89,96],unknown:[4,10,18,23],unless:[18,106,109],unlik:[4,18,74],unnecessari:[33,91],unnorm:18,unordered_map:88,unpack:95,unrol:73,unscal:18,unseen:86,unseg:4,unsign:[41,55],unstack:95,unstack_from:95,unsupervis:59,unsupport:100,until:[36,41,46,48,49,56,65,88,121,123],untrack:97,unus:18,unzip:142,updat:[2,4,6,18,33,36,40,41,47,53,55,59,73,74,75,76,77,78,88,91,95,97,131,133],update_equ:[25,109],update_hook:2,update_memori:34,update_op:75,updatecallback:99,updatestack:121,upgrad:[30,76,103],upload:[36,44,46,53,87],upon:36,upper:4,upstream:[97,103],uri:121,url:[9,10],usag:[3,4,5,11,18,25,55,62,65,78,82,93,119,123],use:[2,3,4,5,7,9,10,11,18,22,25,31,32,34,35,36,42,46,47,48,49,52,55,59,61,63,64,65,68,72,74,75,76,78,79,82,88,89,90,91,94,95,96,97,100,106,109,114,116,121,123,134],use_cpu:64,use_cudnn:[18,19,64],use_eigen_bla:142,use_eigen_for_bla:[142,143],use_etcd:25,use_global_stat:4,use_gpu:[106,109,111,116,122,123,128,129,131],use_mkl_pack:66,use_mkldnn:[4,64,67],use_old_updat:[39,128,129],use_peephol:18,use_sparse_remote_updat:39,used:[3,4,5,6,7,9,10,11,18,22,25,31,32,34,35,36,42,43,46,47,50,52,55,56,59,61,65,73,74,77,78,79,82,83,84,86,88,90,92,94,95,121,134],useful:[4,5,32,55,65,82,88,94],usegpu:[99,114],user:[2,4,5,9,10,11,18,22,25,31,32,33,34,35,38,40,43,44,45,47,48,49,50,51,52,54,58,59,60,61,63,64,68,72,74,75,76,77,79,82,83,84,85,86,88,90,92,94,95,121,145],user_id:123,user_info:10,user_nam:38,usercert:38,userinfo:10,userkei:38,usernam:[38,97,142],uses:[4,18,32,36,43,45,46,47,55,65,72,73,74,78,79,92,94,121],using:[2,4,5,9,10,14,18,25,31,32,33,34,35,36,40,41,43,44,46,47,52,54,55,56,58,59,61,63,65,73,75,77,80,82,83,85,86,88,90,91,92,100,111,121],usr:[27,28,103,116,121,123,129],usual:[4,18,25,33,44,65,72,79,80,86,92,121,134],util:[47,66,67,76,115,123,134,145],uuid:[37,43],v7a:142,v8a:142,val:33,valgrind:133,valid:[4,10,11,18,83,84,88,121],valu:[2,3,4,7,9,10,11,18,19,22,25,32,33,34,36,45,46,50,51,61,62,65,67,69,73,74,75,77,78,80,84,88,89,90,93,95,96,99,106,114,121,123,131,142],value1:129,value2:129,value_:89,value_evalu:3,value_rang:9,valueerror:[18,19,61,106],values_:95,vanilla:140,var_nam:[33,94],var_recurs:50,vardesc:[34,60,80,82,84,89],vardescbuild:34,vari:121,variabl:[6,9,10,17,18,19,31,32,34,45,46,47,49,50,51,52,57,59,60,61,62,63,72,73,74,75,77,80,81,85,86,89,90,91,94,95,121,122,135],variablenamemap:100,varialbl:59,varianc:4,variant:[4,63,72,92,95],varibal:33,varibl:61,varienc:95,varient:95,variou:[34,46,55,65,86],varproto:90,vars_:[34,88],vartyp:[18,89,96],vartypeinfer:63,vec1:4,vec2:4,vec2seq:91,vec:108,veclib:143,vecter:18,vector:[4,5,9,10,18,31,34,39,41,61,62,68,73,74,79,82,84,85,89,91,93,95,112,114],vendor:35,verb:10,verbos:54,veri:[4,7,35,40,45,49,52,56,58,59,65,68,74,78,83,86,88,91,92,95],verifi:34,version:[4,5,10,33,35,44,47,50,54,57,59,61,62,69,74,87,91,97,106,109,121,127,128,129,134,143],versu:31,vertic:4,vgg:5,via:[18,33,36,72,97,121,145],view:[4,69,72],vim:28,virtual:[50,63,64,85,92],virtualenv:26,visibl:[43,88],vision:10,visit:[25,33],visual:[4,74],vl16:10,vlog:39,vocabulari:91,volum:[102,122,123],volumemount:[121,122,123],volumn:121,vutbr:10,w_f:18,wai:[3,5,18,31,33,41,43,46,52,56,64,65,74,77,82,83,86,95],wait:[36,41,46,48,123],wang:18,wangkuiyi:35,want:[4,22,31,44,45,46,51,59,64,72,77,79,81,83,86,88,92,93,94,95],warn:[25,54,103,108,123],warp:[4,18],warp_ctc:91,warpctc:4,warranti:[106,109],wast:76,watch:36,wbia:121,websit:10,weight:[3,4,5,6,18,19,21,23,66,69,86,99],weight_act:5,weightlist:99,weights_:99,weights_primitive_desc:68,weights_t:99,welcom:[35,91],well:[18,33,44,46,47,49,56,58,59,86,89,91,121],wer:91,were:[3,35,46,56],west:121,wget:[103,142],wgt:68,what:[2,4,35,56,59,74,82,90,94,97,145],wheel:30,when:[2,3,4,6,9,18,19,25,33,34,35,36,39,40,41,44,45,47,49,50,51,52,54,55,56,57,61,74,76,77,78,79,80,82,84,92,95,121,134,145],whenev:[18,82,91],where:[4,5,6,18,19,31,33,34,36,43,45,47,56,57,60,72,73,74,77,80,84,86,92,95,135],wherea:[18,34,40,58,62,92,93,96],whether:[3,4,11,18,25,32,33,34,52,79,83,89,95,114],which:[2,3,4,5,9,10,11,17,18,19,21,22,25,31,32,33,34,35,36,38,40,41,43,44,45,46,47,48,50,52,55,56,57,58,59,61,63,65,68,69,72,73,74,75,76,78,80,81,82,83,84,85,88,89,90,93,94,95,96,109,121,133,145],while_grad:65,while_loop:[74,95],while_op:[18,33],whileloop:95,whileop:34,white:91,whl:[27,30],who:[33,58,60,76,82],whoever:41,whole:[3,9,33,59,62,65,70,71,73,76,81,90,91,112,121,145],whose:[4,9,18,32,33,36,43,50,73,84,85,90,95],why:[5,32,71,134],wide:[35,50,59,119,124],width:[3,4,9,11,18,39,70,83,99,100,108,114],wiil:18,wiki:[4,35],wikipedia:[4,10],window:[4,7,10,26,77,91],wirt:61,wise:[4,11,18,49,84,91],with_avx:[27,97,127,142,143],with_bia:90,with_c_api:[27,112,142,143,144],with_doc:27,with_doubl:[27,99,127],with_dso:27,with_golang:[27,112,142],with_gpu:[26,27,97,112,127,142,143],with_mkl:[27,66,67,112,142],with_mkldnn:67,with_mklml:67,with_profil:134,with_python:[27,112,127,142,143],with_rdma:[127,142,143],with_style_check:[27,97],with_swig_pi:[27,112,142,143],with_test:[27,97,100],with_tim:[127,134],within:[4,18,40,47,56,91],without:[3,4,33,36,41,46,79,82,83,84,91,106,109],wloop:95,wmt14:140,wmt16_files_mmt:10,wmt_shrinked_data:10,word2vec:[44,106,116,119],word:[3,4,10,33,49,60,63,65,73,74,84,90,91,95,106,139],word_dict:[116,124],word_dim:108,word_id:106,word_idx:10,word_vector_dim:[4,74,140],wordcount:91,words_freq_sort:10,work:[4,9,18,28,31,34,35,36,47,52,55,56,64,75,77,79,82,97,102,121,122,123,145],worker:[49,96,121],workercount:121,workflow:[84,121],workshop:10,workspac:[116,119],worri:32,worth:135,would:[22,25,34,35,36,43,46,47,48,49,56,58,59,60,68,75,77,78,82,83,89,91,95,121,145],wouldn:[56,60],wrap:[18,56,58,59,76,145],wrapper:[5,35,46,58,76,77,85,95,134],write:[9,18,31,36,43,45,46,47,49,55,56,57,58,61,63,68,75,77,82,83,84,85,92,95,106,108,109,121],write_lock:37,write_to_arrai:65,writer:[31,82],written:[18,22,33,34,45,49,52,59,69,77,84,85,89],wrong:83,wrote:61,wsize:121,www:[10,18,106,109],x64:144,x86:[142,143],x86_64:[142,143],x_first_step:18,x_last_step:18,x_neg:32,x_num_col_dim:18,x_po:32,x_reshap:18,x_t:18,x_t_data:18,x_transpos:18,xarg:[3,28,99,103,124],xavier:18,xavieriniti:[16,18],xcode:143,xcodebuild:143,xgbe0:129,xgbe1:129,xmap_read:9,xpu:56,xrang:[32,56,59,79,83,99,109,111],xx_layer:64,xxx:[31,95],xxxx:37,xxxxxxxxx:121,xxxxxxxxxx:121,xxxxxxxxxxxxx:121,xxxxxxxxxxxxxxxxxxx:121,y_dim:59,y_neg:32,y_num_col_dim:18,y_po:32,y_predict:[18,109,111,135],yaml:[35,119,121,122,123,124,145],yancey1989:44,yann:10,yapf:97,year:[10,56],yeild:25,yep:[79,133],yet:[56,91,145],yield:[9,31,38,83,106,109],you:[2,4,5,9,10,18,19,22,25,32,44,47,55,88,106,109,121,145],your:[4,9,10,25,31,35,39,44,54,84,103,121,142,143,144,145],your_access_key_id:121,your_param_nam:108,your_repo:123,your_secrete_access_kei:121,your_source_root:71,yuang:56,yuyang18:[9,10],yuyang:133,z_dim:59,z_size:59,zero:[2,4,5,6,9,10,32,33,36,46,59,74,78,82,89,121,129],zip:[10,82,123,142],zlib:112,zone:121,zxf:103,zxvf:121},titles:["API","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","data_feeder","evaluator","executor","initializer","io","layers","nets","optimizer","param_attr","profiler","regularizer","Model Configuration","Training and Inference","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","PaddlePaddle Design Doc","Auto Gradient Check Design","Backward Building","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Design Doc: Concurrent Programming with Fluid","Design Doc: CSP in PaddlePaddle Fluid","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","Design Doc: Parameter Server","Error Clip","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","PaddlePaddle Fluid: Towards a Compiled Programming Language","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","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","DeepSpeech2 on PaddlePaddle: Design Doc","Design Doc: Supporting new Device/Library","Design Doc: Switch","Background","Design for TensorArray","Background","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5f00\u53d1\u6807\u51c6","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e\u6587\u6863","\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","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u5feb\u901f\u5f00\u59cb","\u5b89\u88c5\u4e0e\u7f16\u8bd1C-API\u9884\u6d4b\u5e93","C-API\u9884\u6d4b\u5e93","\u8f93\u5165/\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7","C-API\u4f7f\u7528\u6d41\u7a0b","\u542f\u52a8\u53c2\u6570\u8bf4\u660e","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u6982\u8ff0","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c","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>","\u73af\u5883\u51c6\u5907","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u547d\u4ee4\u884c\u53c2\u6570\u8bbe\u7f6e","\u4f7f\u7528\u6848\u4f8b","\u8fdb\u9636\u4f7f\u7528","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","\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","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","Cluster bootstrapping tool survey"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":123,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":38,"\u4e0b\u8f7d\u6570\u636e":122,"\u4e0b\u8f7dmklml\u5e93\u5931\u8d25":103,"\u4e0d\u4f7f\u7528":70,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":70,"\u4e0d\u540c\u7684":107,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":70,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":70,"\u4e24\u79cd\u4f7f\u7528":107,"\u4e3a\u4ec0\u4e48\u8981":26,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":134,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":134,"\u4ec5\u4ec5\u4f7f\u7528void":70,"\u4ece\u5feb\u7167\u6062\u590d":37,"\u4ece\u6e90\u7801\u7f16\u8bd1":27,"\u4ee3\u7801\u8981\u6c42":97,"\u4f7f\u7528":[97,122],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":70,"\u4f7f\u7528\u6848\u4f8b":131,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":131,"\u4f7f\u7528\u6d41\u7a0b":115,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":123,"\u4f7f\u7528\u8f6c\u6362\u5e93":38,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":28,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":28,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":28,"\u4f7f\u7528docker\u6784\u5efa":102,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":119,"\u4f7f\u7528paddlepaddl":102,"\u4f7f\u7528pip\u5b89\u88c5":30,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":97,"\u4fee\u6539\u542f\u52a8\u811a\u672c":122,"\u514b\u9686":97,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":71,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":71,"\u5185\u7f6e\u5b9a\u65f6\u5668":134,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":99,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":119,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[142,143],"\u51c6\u5907\u6570\u636e\u96c6":116,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":123,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":116,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b":115,"\u51c6\u5907openmpi\u96c6\u7fa4":124,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":106,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":106,"\u51fa\u73b0":107,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":53,"\u5206\u5e03\u5f0f\u8bad\u7ec3":117,"\u5206\u652f\u89c4\u8303":87,"\u521b\u5efa\u672c\u5730\u5206\u652f":97,"\u521b\u5efa\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":115,"\u521b\u5efajob":123,"\u521b\u5efapaddlepaddl":122,"\u521d\u59cb\u5316paddlepaddle\u8fd0\u884c\u73af\u5883":115,"\u5220\u9664\u672c\u5730\u5206\u652f":97,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":97,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":106,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":97,"\u5236\u4f5c\u955c\u50cf":123,"\u5236\u4f5cdocker\u955c\u50cf":122,"\u524d\u5411\u8ba1\u7b97":115,"\u524d\u5411operator\u5355\u6d4b":100,"\u52a0\u8f7d\u6a21\u578b":115,"\u52a0\u8f7dpaddlepaddl":109,"\u52a0\u901f\u6267\u884c":37,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":106,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":70,"\u52a8\u6001\u6269\u5bb9":37,"\u5355\u5143\u6d4b\u8bd5":129,"\u5355\u53cc\u5c42rnn":137,"\u539f\u56e0":70,"\u539f\u56e0\u5217\u8868":70,"\u53c2\u6570\u5185\u5b58":106,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":129,"\u53c2\u6570\u6982\u8ff0":128,"\u53c2\u6570\u8bbe\u7f6e":108,"\u53c2\u8003\u6587\u6863":53,"\u53c2\u8003\u8d44\u6599":134,"\u53cc\u5c42rnn":137,"\u53cc\u5c42rnn\u4ecb\u7ecd":139,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":139,"\u53cd\u5411operator\u5355\u6d4b":100,"\u53d1\u5e03docker\u955c\u50cf":87,"\u53d1\u5e03wheel\u5305\u5230pypi":87,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":26,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":30,"\u540d\u8bcd\u89e3\u91ca":53,"\u5411\u91cf":129,"\u542f\u52a8\u4efb\u52a1":123,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":116,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":116,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":116,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[119,124],"\u5440":26,"\u547d\u4ee4\u884c\u53c2\u6570\u8bbe\u7f6e":130,"\u548c":136,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":131,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":120,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":28,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":124,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":101,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":142,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":142,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[109,114],"\u57fa\u672c\u539f\u7406":139,"\u57fa\u672c\u8981\u6c42":70,"\u5982\u4f55\u4e66\u5199\u6587\u6863":102,"\u5982\u4f55\u4f7f\u7528":107,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":108,"\u5982\u4f55\u5199\u65b0\u7684oper":100,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":106,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":108,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":108,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":106,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":108,"\u5982\u4f55\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u53c2\u6570\u7684\u6743\u91cd\u548c\u68af\u5ea6":106,"\u5982\u4f55\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u67d0\u4e00\u4e2alayer\u7684output":106,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":106,"\u5982\u4f55\u66f4\u65b0www":102,"\u5982\u4f55\u6784\u5efa\u6587\u6863":102,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":108,"\u5982\u4f55\u8c03\u7528":106,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":97,"\u5982\u4f55\u8d21\u732e\u6587\u6863":102,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":134,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":108,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":137,"\u5b50\u5e8f\u5217\u95f4\u6709memori":137,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":108,"\u5b89\u88c5":30,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":29,"\u5b89\u88c5\u4e0e\u7f16\u8bd1c":112,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":144,"\u5b89\u88c5\u6d41\u7a0b":29,"\u5b9a\u4e49operator\u7c7b":100,"\u5b9a\u4e49opkernel\u7c7b":100,"\u5b9a\u4e49protomaker\u7c7b":100,"\u5b9e\u73b0":70,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":100,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":99,"\u5b9e\u73b0\u65b9\u5f0f":71,"\u5b9e\u73b0\u8ba1\u7b97":101,"\u5b9e\u73b0c":[99,100],"\u5b9e\u73b0python\u5c01\u88c5":99,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":133,"\u5bfc\u51fac":70,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":131,"\u5de5\u5177":134,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":30,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":29,"\u5e76\u5b8c\u6210":97,"\u5efa\u7acb":97,"\u5f00\u53d1\u6807\u51c6":98,"\u5f00\u59cb\u5f00\u53d1":97,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":129,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":37,"\u5feb\u901f\u5f00\u59cb":111,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":134,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":134,"\u6027\u80fd\u8c03\u4f18":129,"\u603b\u4f53\u6d41\u7a0b":26,"\u603b\u7ed3":114,"\u6216\u8005\u662f":103,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":27,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":103,"\u62a5importerror":103,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":70,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":106,"\u63a8\u5bfc\u65b9\u7a0b":99,"\u63a8\u6d4b\u6267\u884c":37,"\u63d0\u4ea4":97,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":97,"\u63d0\u4ea4\u955c\u50cf":122,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":109,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":136,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":38,"\u6570\u636e\u652f\u6301":129,"\u6574\u4f53\u65b9\u6848":123,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":53,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":38,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":38,"\u6587\u4ef6\u9884\u5904\u7406":38,"\u6587\u6863":141,"\u65b0\u624b\u5165\u95e8":110,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":104,"\u65f6\u95f4\u5e8f\u5217":137,"\u65f6\u95f4\u6b65":137,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":71,"\u672c\u5730\u6d4b\u8bd5":131,"\u672c\u5730\u8bad\u7ec3":131,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":106,"\u672f\u8bed":37,"\u6784\u5efa\u548c\u6d4b\u8bd5":97,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":142,"\u67b6\u6784\u56fe":53,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":133,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":122,"\u67e5\u770b\u8f93\u51fa":123,"\u6846\u67b6\u751f\u6210":53,"\u6848\u4f8b\u4e00":131,"\u6848\u4f8b\u4e8c":131,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":119,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":119,"\u6982\u5ff5\u7b80\u4ecb":100,"\u6982\u5ff5\u89e3\u91ca":38,"\u6982\u8ff0":[112,118,136,139],"\u6a21\u5757":53,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":37,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":71,"\u6a21\u578b\u914d\u7f6e":[107,137],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":137,"\u6ce8\u518coper":100,"\u6ce8\u610f\u4e8b\u9879":[100,115],"\u6d41\u7a0b\u4ecb\u7ecd":38,"\u6d4b\u8bd5":129,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":133,"\u6e05\u7406":115,"\u73af\u5883\u51c6\u5907":127,"\u751f\u6210\u5e8f\u5217":140,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":133,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":139,"\u751f\u6210sparse\u6587\u4ef6":53,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":53,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":26,"\u7684\u533a\u522b":107,"\u7684\u53c2\u6570":107,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":107,"\u76ee\u5f55\u7ed3\u6784":71,"\u76ee\u6807":53,"\u76f4\u63a5\u6784\u5efa":102,"\u76f8\u5173\u6982\u5ff5":139,"\u77e9\u9635":129,"\u793a\u4f8b1":137,"\u793a\u4f8b2":137,"\u793a\u4f8b3":137,"\u793a\u4f8b4":137,"\u793a\u4f8b\u7a0b\u5e8f":38,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":106,"\u7a00\u758f\u8bad\u7ec3":131,"\u7aef\u6570\u636e\u7c7b\u578b\u8bf4\u660e":114,"\u7b26\u53f7":70,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":140,"\u7c7b":[70,99,100],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":109,"\u7ec4\u7ec7\u5e8f\u5217\u4fe1\u606f":114,"\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":[114,115],"\u7ec6\u8282\u63cf\u8ff0":129,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":119,"\u7ed1\u5b9apython":100,"\u7f16\u5199\u9884\u6d4b\u4ee3\u7801":115,"\u7f16\u5199yaml\u6587\u4ef6":122,"\u7f16\u8bd1":100,"\u7f16\u8bd1\u4f9d\u8d56":27,"\u7f16\u8bd1\u548c\u5b89\u88c5":[142,143,144],"\u7f16\u8bd1\u548c\u6267\u884c":100,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":103,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":103,"\u7f16\u8bd1\u65b9\u6cd5":27,"\u7f16\u8bd1\u6d41\u7a0b":29,"\u7f16\u8bd1\u9009\u9879":[27,71],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":27,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":27,"\u7f16\u8bd1paddlepaddl":142,"\u7f29\u5bb9":37,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":70,"\u80cc\u666f":70,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":129,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":28,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":53,"\u8bad\u7ec3":129,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":106,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":38,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":38,"\u8bad\u7ec3\u6a21\u578b":109,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":139,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":106,"\u8bcd\u6c47\u8868":137,"\u8be6\u7ec6\u6559\u7a0b":134,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":137,"\u8f6c\u6362\u5e93":38,"\u8f93\u5165":[114,139],"\u8f93\u5165\u4e0d\u7b49\u957f":137,"\u8f93\u5165\u793a\u4f8b":139,"\u8f93\u51fa":139,"\u8f93\u51fa\u6570\u636e":114,"\u8f93\u51fa\u6570\u636e\u7c7b\u578b":114,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":114,"\u8fd0\u884c\u5bb9\u5668":122,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":30,"\u8fd0\u884cdocker":103,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":70,"\u8fdb\u884c\u8bad\u7ec3":[38,122],"\u8fdb\u9636\u4f7f\u7528":132,"\u901a\u7528":129,"\u9047\u5230":103,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[142,143,144],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":140,"\u914d\u7f6e\u7f51\u7edc":109,"\u94a9\u5b50":97,"\u94fe\u63a5\u8bf4\u660e":112,"\u9519\u8bef\u600e\u4e48\u529e":107,"\u968f\u673a\u6570":129,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":104,"\u96c6\u7fa4\u8bad\u7ec3":131,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":104,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":26,"\u975e\u6cd5\u6307\u4ee4":103,"abstract":[47,48,49,76,145],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":142,"api\u4f7f\u7528\u6d41\u7a0b":115,"api\u5bf9\u6bd4\u4ecb\u7ecd":137,"api\u5e93":142,"api\u9884\u6d4b\u5e93":[112,113],"beam_search\u7684\u751f\u6210":137,"book\u4e2d\u6240\u6709\u7ae0\u8282":87,"book\u6559\u7a0b":28,"case":33,"class":[59,78,82],"cmake\u6e90\u7801\u7f16\u8bd1":103,"filemanager\u8bbe\u8ba1\u6587\u6863":53,"final":64,"float":106,"function":[35,58,59,82],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":131,"gpu\u6027\u80fd\u8c03\u4f18":134,"gpu\u955c\u50cf\u51fa\u73b0":103,"group\u6559\u7a0b":139,"import":103,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":143,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":123,"kubernetes\u5355\u673a\u8bad\u7ec3":122,"new":92,"org\u5de5\u5177":102,"paddle\u52a8\u6001\u5e93\u4e2d":70,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":70,"paddle\u7248\u672c\u53f7\u4e3a0":103,"paddlepaddle\u53d1\u884c\u89c4\u8303":87,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":87,"paddlepaddle\u662f\u5426\u652f\u6301\u7ef4\u6570\u53ef\u53d8\u7684\u6570\u636e\u8f93\u5165":107,"paddlepaddle\u73af\u5883\u4f9d\u8d56":30,"paddlepaddle\u7684softmax\u80fd\u5426\u6307\u5b9a\u8ba1\u7b97\u7684\u7ef4\u5ea6":107,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":27,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":144,"pod\u95f4\u901a\u4fe1":123,"python\u4e0ec":133,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":133,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":103,"return":[82,83],"rnn\u76f8\u5173\u6a21\u578b":138,"rnn\u914d\u7f6e":140,"switch":[68,92,93],"tensor\u4f7f\u7528\u6837\u4f8b":101,"tensor\u5230eigentensor\u7684\u8f6c\u6362":101,"tensor\u6a21\u5757":101,"while":18,AWS:121,Abs:1,DNS:121,EFS:121,For:35,KMS:121,The:[34,41,45,52,56,59,60,62,63,72,75,78,84,85,93],Use:[34,80],Using:[35,41],With:44,about:59,abs:18,absolut:74,access:121,account:121,accuraci:[14,18],action:[66,67],activ:[1,4,67],actor:46,adadelta:6,adagrad:[6,20],adam:[6,20],adamax:[6,20],add:[65,68,121],address:121,addto:4,advanc:92,aggreg:4,aggregatelevel:4,alalysi:39,algorithm:[32,36,47,73,81],all:[88,95],analog:45,analysi:[47,65],anneal:108,api:[0,47,66,67,71,75,77,82,86,90],append_regularization_op:23,appendix:145,arbitrari:56,architectur:[47,79],argument:[54,83],arrai:32,array_length:18,array_read:18,array_to_lod_tensor:18,array_writ:18,asset:121,assign:18,associ:[88,121],assumpt:145,async:129,attent:140,attribut:[2,65,86],auc:3,auto:32,averag:77,avg:7,aws:121,background:[32,49,66,92,93,94,95,96],backward:[33,56,60,84],base:[44,74],basepool:7,basic:[65,92,145],batch:83,batch_norm:[4,18],batch_siz:83,beam:[74,91],beam_search:[4,18],beam_search_decod:18,becaus:108,benchmark:[66,67],benefit:[49,84],between:[31,46,82,84,90,92],bidirectional_gru:5,bidirectional_lstm:5,big:108,bilinear_interp:4,binari:34,bla:27,block:[34,57,59,60,80,82,84],block_expand:4,blockdesc:80,blockguard:18,blockguardserv:18,blockguardwithcomplet:18,bootstrap:145,brelu:[1,18],bring:145,bucket:121,build:[33,59,84],can:88,capi:71,capi_priv:71,cast:18,ceil:18,challeng:[33,49,81],chang:74,channel:46,check:[4,32],checkpoint:[36,37,43],choic:64,choos:[35,121],chunk:3,chunk_ev:18,chunkevalu:14,cifar:10,classif:3,classification_error:3,classification_error_print:3,client:41,clip:[4,18,50],clip_by_norm:18,clone:97,close:32,cloudform:121,cluster:[42,121,145],cmake:[35,66,67],code:[44,57,82,135],column_sum:3,commit:97,compar:145,comparis:82,compat:56,compil:[34,55,57,80,84,135],complet:56,compos:83,comput:[34,60,68,84,86],con:145,concat:[4,18],concept:[82,84,121],concern:67,conclus:[43,61,145],concurr:[45,46],condit:59,conditionalblock:18,configur:[24,121],conll05:10,connect:4,constant:16,construct:60,content:[66,67,71,91,103,104,106,107,108,121,134,136],context_project:4,control:[65,84],control_flow:18,contruct:65,conv2d:18,conv2d_transpos:18,conv:4,conv_oper:4,conv_project:4,conv_shift:4,convert:43,convolut:91,core:[32,82,121],corner:33,cos_sim:[4,18],cost:4,cpu:48,creat:[33,46,83,84,88,121],create_arrai:18,create_global_var:18,create_paramet:18,create_tensor:18,creation:[40,77,86],creator:83,credenti:121,crf:4,crf_decod:[4,18],cross_channel_norm:4,cross_entropi:18,cross_entropy_cost:4,cross_entropy_with_selfnorm_cost:4,csp:46,ctc:[4,91],ctc_error:3,ctc_greedy_decod:18,cuda:[27,55,103],cuda_profil:22,cudnn:27,cudnnavg:7,cudnnmax:7,current:[55,85],custom:83,data:[4,8,9,18,36,47,83,94,121],data_feed:13,datafeed:[9,13],dataflow:65,dataprovid:129,dataset:[8,10,36,40],datatyp:[9,72],decayedadagrad:[6,20],decod:74,decor:83,deep:[34,56],deepspeech2:91,defin:121,definit:96,delet:121,demo:[59,121],dens:43,depend:[59,91],deploi:44,describ:[56,75],descript:[54,84],design:[31,32,34,36,40,41,42,43,45,46,47,48,49,51,52,55,56,58,59,60,63,66,67,68,69,72,73,74,75,76,78,80,82,83,84,85,88,89,91,92,93,95],destroi:[88,121],detail:[39,91],detect:3,detection_map:3,detection_output:4,develop:84,devic:[18,92],devicecontext:92,dictionari:83,differ:[84,92],directori:121,discrimin:59,discuss:[49,59],dispatch:[36,40],distribut:[31,36,39,44,47,49,121],dnn:67,doc:[31,34,36,40,41,42,43,45,46,47,48,49,52,55,56,58,60,63,66,67,68,69,72,76,78,80,82,83,84,85,89,91,92,93],docker:[26,44],doe:83,dot_prod:4,dot_product_attent:5,dotmul_oper:4,dotmul_project:4,down:121,download:121,driver:103,drop_out:107,dropout:[4,18],duplic:107,dure:[74,83],dylib:71,dynam:[36,95],dynamic_gru:18,dynamic_lstm:18,dynamic_lstmp:18,dynamicrnn:18,dynet:61,ec2:121,edit_dist:18,eigen:101,elast:121,elect:43,elementwise_add:18,elementwise_div:18,elementwise_max:18,elementwise_min:18,elementwise_mul:18,elementwise_pow:18,elementwise_sub:18,els:34,elu:18,embed:[4,18],engin:59,enough:32,entri:83,environ:44,eos:4,error:50,evalu:[3,14,51],event:[25,31,79],evolut:56,exampl:[31,35,45,46,62,71],except:106,execut:[34,48,56,80,84],executor:[15,52],exp:[1,18],expand:[4,136],expandlevel:4,explan:32,extern:121,factorization_machin:4,faq:105,fault:36,file:[34,121],fill_const:18,fill_constant_batch_size_lik:18,find:121,first_seq:[4,136],float16:55,floor:18,flow:65,fluid:[12,45,46,56,57,68,76,135],fork:97,format:[34,36,69],forward:60,frame:34,framework:[32,101],from:[31,43,90],full_matrix_project:4,fulli:4,functor:92,futur:[56,91],gan:59,gate:140,gated_unit:4,gener:[57,59,74,145],get_inference_program:17,get_output:4,get_plac:18,give:83,global:[80,82],global_scop:15,glu:19,gpu:129,grad_op:33,gradient:[32,33,41,67,85],gradient_print:3,graph:[60,61,65,84,86],group:[4,121],gru:[5,129],gru_group:5,gru_step:4,gru_unit:[5,18],grumemori:4,handler:[31,70],happen:43,hard_shrink:18,hard_sigmoid:18,hardwar:55,helper:82,hierarchi:34,high:[75,77,86,90],how:[32,39,77,83,84,92],hsigmoid:4,huber_classification_cost:4,huber_regression_cost:4,iam:121,ident:1,identity_project:4,ifels:[18,62],ifelseop:34,illeg:103,im2sequ:18,imag:[4,5,11,44],imdb:10,img_cmrnorm:4,img_conv:4,img_conv_bn_pool:5,img_conv_group:5,img_pool:4,imikolov:10,implement:[32,33,35,39,48,50,51,55,69,73,76,77,82,83,84,85,86],increment:18,infer:[25,106],infershap:[80,89],infervartyp:63,ingredi:31,ingress:53,initi:[16,41,59,121],insid:88,inspect:121,instal:[121,145],instanc:121,instead:83,instruct:103,insuffici:103,integr:[92,121],intel:[66,67],interact:90,interfac:[8,9,11,32,36,41,42,52,75,83,88],intermedi:84,interpol:4,introduc:[74,95],introduct:[79,86],isn:83,issu:[55,97],job:[36,44,121,122],kei:[66,72,121],kernel:[68,72,84],kmax_sequence_scor:4,kube:121,kubectl:121,kubernet:[44,121,122],l1decai:23,l2_distanc:4,l2_normal:18,l2decai:23,lambda_cost:4,languag:[34,57],larg:39,last_seq:[4,136],layer:[4,18,31,58,66,67,82,107],layout:72,leaky_relu:18,learn:[34,56,108],less_than:18,leval:90,level:[75,77,86,90],libpaddle_capi_shar:71,libpaddle_capi_whol:71,librari:[41,55,72,84,92],limit:47,linear:1,linear_chain_crf:18,linear_comb:4,list:[37,83],listenandserv:18,live:65,load:46,load_inference_model:17,load_param:17,load_persist:17,load_var:17,local:[47,88,121],lod:74,lod_rank_t:18,lod_tensor_to_arrai:18,lodtensor:[73,74,95],lodtensordesc:96,log:[1,18],logic:40,logsigmoid:18,low:[77,86,90],lstm:[5,129],lstm_step:4,lstm_unit:18,lstmemori:4,lstmemory_group:5,lstmemory_unit:5,machin:74,macro:84,main:59,make:65,manag:35,map:[83,84],master:[36,40,44,45],math:[4,92],mathemat:32,matmul:18,matrix:67,max:7,max_sequence_len:18,maxframe_print:3,maxid:4,maxid_print:3,maxout:4,mean:18,member:59,memori:[4,65,73,92,107,137,139],merge_lod_tensor:18,messag:[90,108],method:74,might:59,migrat:84,mileston:84,mini:83,minibatch:[9,46],mix:4,mkl:[66,67],mkldnn:68,mkldnn_helper:68,mkldnndevicecontext:68,mnist:10,model:[24,31,39,41,43,46,56,59,69,74,140],modul:[84,92,103],momentum:[6,20],more:59,motiv:[33,46,52,69,76,81],movielen:10,mul:18,multi:[48,57],multi_binary_label_cross_entropy_cost:4,multibox_loss:4,multipl:83,multiplex:[4,18],mxnet:61,name:[88,103,107,121],nativ:57,nccl:76,nce:[4,18],necess:82,necessari:84,need:83,nest:73,net:19,network:[5,84,140],neural:140,nlp:[5,129],norm:[4,86],normal:16,note:32,numer:32,numpi:32,nvprof:134,nvvp:134,object:36,offset:74,ones:18,onli:[83,88],op_mak:84,oper:[58,62,65,68,72,77,80,82,84,85,89,95],opinfomap:84,opkernel:[84,92],opproto:90,ops:[18,86],optim:[6,20,36,41,60,65,75,82],option:54,opwithkernel:84,order:54,org:102,origin:84,orthogon:88,other:67,out_prod:4,output:121,overview:[43,50,52,66,67,84,88,91,135],pack:[66,74],packag:35,pad:4,paddl:[39,76,83,88,101,103,107],paddlejob:44,paddlepaddl:[31,34,46,56,57,66,67,77,80,86,87,91,102,103,121,135,141],pair:121,paradigm:56,parallel_nn:131,paralleldo:18,param_attr:21,paramattr:21,paramet:[2,25,31,36,41,42,44,46,49,67,77,78,82,86,121],parameteraverageoptim:77,parent:88,part:60,partit:41,path:[43,54],penalti:86,perform:[77,129],persist:40,pfsclient:[53,54],pfsserver:53,place:[65,72,92],placement:47,platform:103,pnpair:3,point:[66,106,121],polici:65,pool2d:18,pool:[4,7,136],pose:[63,85],potenti:64,pow:18,power:4,pre:97,precision_recal:3,prefetch:83,prelu:4,prepar:121,principl:68,print:[3,18],privat:121,pro:145,problem:[51,63,64,65,72,75,85,94],procedur:145,process:[36,41,44,75,84],profil:22,program:[34,45,46,48,56,57,80,82],programdesc:[57,80],project:35,propos:[63,85,86],protobuf:89,protocol:108,provid:83,prune:81,pserver:43,pull:97,push:97,python:[32,44,47,66,67,73,75,77,82,83,86,90,96,114],qualiti:84,queue:[36,40],rank:3,rank_cost:4,raspberri:144,rate:108,reader:[8,9,31,83],realiz:84,reciproc:18,recoveri:36,recurr:[4,5,107,139,140],recurrent_group:4,recv:46,reduce_max:18,reduce_mean:18,reduce_min:18,reduce_sum:18,refactor:84,refer:[32,47,49,65,66,67,91],region:121,regist:[63,84,90],registr:[84,85],registri:84,regular:[23,41,86],reject:108,rel:74,relat:[84,95],relu6:18,relu:[1,18],remot:42,remoteexecutor:47,render:121,reorder_lod_tensor_by_rank:18,repeat:4,represent:[34,84],request:97,requir:[35,59],reset_profil:22,reshap:[4,18],resiz:4,retri:40,reus:82,rmsprop:6,rnn:[73,95,129,137],rnnop:[34,73,84],roi_pool:4,rotat:4,round:18,route53:121,row:[89,91],row_conv:[4,18],row_l2_norm:4,rpc:46,run:[52,135],runtim:44,sampl:4,sampling_id:4,save:43,save_inference_model:17,save_param:17,save_persist:17,save_var:17,scale:[4,18,36],scale_shift:4,scaled_dot_product_attent:19,scaling_project:4,scope:[34,73,84,88],scope_guard:15,search:[74,91],secur:121,select:[41,46,89],selectedrow:89,selective_fc:4,semant:93,send:[18,46],sentiment:10,separ:84,seq_concat:4,seq_reshap:4,seq_slic:4,seqtext_print:3,sequenc:[74,140],sequence_conv:18,sequence_conv_pool:[5,19],sequence_expand:18,sequence_first_step:18,sequence_last_step:18,sequence_pool:18,sequence_reshap:18,sequence_softmax:18,sequencesoftmax:1,server:[36,40,41,44,46,49,121],servic:121,setup:121,sextant:145,sgd:[20,129],shape:74,share:[31,33,65,88],should:88,shrink_memori:18,shuffl:83,sigmoid:[1,18],sigmoid_cross_entropy_with_logit:18,simpl:74,simple_attent:5,simple_gru2:5,simple_gru:5,simple_img_conv_pool:[5,19],simple_lstm:5,singl:83,slice_project:4,slope_intercept:4,small_vgg:5,smooth_l1_cost:4,soft_relu:18,softmax:1,softplu:18,softrelu:1,softshrink:18,softsign:[1,18],solut:[63,64,65,66,72,81,85,94],sourc:135,spars:[41,42,43,89],split:18,split_lod_tensor:18,spp:4,sqrt:18,squar:[1,18],square_error_cost:[4,18],squarerootn:7,stack:34,stanh:[1,18],start:[31,121],statement:51,staticrnn:18,staticrnnmemorylink:18,step2:115,step:[73,115],storag:86,store:36,strategi:65,sub_nested_seq:4,sub_seq:4,subcommond:54,submit:44,suffici:83,suitabl:35,sulut:68,sum:[3,7,18],sum_cost:4,sum_to_one_norm:4,summar:[31,45],summari:69,support:[55,76,92,95,103],survei:[55,61,86,145],swish:18,switch_scop:15,synopsi:54,syntax:46,system:[56,121],tabl:[71,91],table_project:4,tanh:[1,18],tanh_shrink:18,task:[36,40,91],tear:121,tecton:145,templat:121,tensor:[4,18,84,92,101],tensorarrai:[74,95],tensordesc:96,tensorflow:61,test:[66,67,68],text_conv_pool:5,theori:32,thi:[88,103],think:59,three:95,thresholded_relu:18,time:135,timelin:43,todo:[37,38,48],togeth:88,toler:36,too:108,tool:[35,145],topic:92,topk:18,toward:57,train:[25,31,36,39,42,44,47,75,83,121],trainer:[25,36,41,43,44,46,121],tran:4,trans_full_matrix_project:4,transform:94,translat:74,transpil:[47,48,49,57,65,76],transpos:18,tune:129,ture:56,two:32,type:[46,72],uci_h:10,uniform:[16,95],unit:[66,67,68],unpack:74,updat:[31,42,43,121],usag:[33,50,73,74,83],use:[39,83],user:36,util:3,valu:82,value_print:3,vardesc:96,variabl:[33,65,82,84,88,96],verifi:121,version:[45,55,103],vgg_16_network:5,volum:121,vpc:121,warp_ctc:4,warpctc:18,weightnormparamattr:21,what:[39,43],wheel:103,when:[43,88],whileguard:18,whl:103,why:[55,56,77,83,84,95],wmt14:10,wmt16:10,work:91,worker:45,xavier:16,zero:18}})