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","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","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/usage/capi/compile_paddle_lib_cn","howto/usage/capi/index_cn","howto/usage/capi/organization_of_the_inputs_cn","howto/usage/capi/workflow_of_capi_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cluster/fabric_cn","howto/usage/cluster/k8s_aws_cn","howto/usage/cluster/k8s_cn","howto/usage/cluster/k8s_distributed_cn","howto/usage/cluster/openmpi_cn","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","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","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","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/usage/capi/compile_paddle_lib_cn.md","howto/usage/capi/index_cn.rst","howto/usage/capi/organization_of_the_inputs_cn.md","howto/usage/capi/workflow_of_capi_cn.md","howto/usage/cluster/cluster_train_cn.md","howto/usage/cluster/fabric_cn.md","howto/usage/cluster/k8s_aws_cn.md","howto/usage/cluster/k8s_cn.md","howto/usage/cluster/k8s_distributed_cn.md","howto/usage/cluster/openmpi_cn.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","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":118,"01org":92,"03m":118,"0424m":118,"0473v3":5,"04\u4ee5\u4e0a":101,"04\u4ee5\u53camaco":103,"055ee37d":126,"0630u":118,"06u":118,"0810u":118,"0957m":118,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":133,"0\u5c42\u5e8f\u5217":104,"0_cudnn5":98,"0_cudnn5_avx_mkl":[99,101],"0_cudnn7_avx_mkl":101,"0ab":4,"0rc1":82,"0rc2":82,"0x10f256d50":56,"0x7ffe4de00110":56,"100gi":126,"100m":95,"10g":39,"1150u":118,"11\u5b9e\u73b0\u4e86c":66,"11e6":127,"124n":118,"12\u4ee5\u4e0a":101,"12\u64cd\u4f5c\u7cfb\u7edf":92,"12gb":60,"13m":127,"1490u":118,"14\u7248\u672c\u4ee5\u4e0a\u7684":139,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":135,"1550u":118,"15\u884c":105,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":97,"16u":118,"173n":118,"1770u":118,"18ad":126,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":127,"197u":118,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":98,"1\u7684\u5c42\u4e4b\u5916":135,"1\u7a00\u758f\u6570\u636e":111,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":135,"1st":18,"210u":118,"211839e770f7b538e2d8":5,"215n":118,"228u":118,"2520u":118,"2680u":118,"26\u884c":105,"279n":118,"27m":118,"285m":118,"2863m":118,"28m":118,"2977m":118,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":97,"2\u4e2a\u5b50\u5e8f\u5217":122,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":128,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":135,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":128,"2cbf7385":126,"2nd":18,"302n":118,"30u":118,"328n":118,"32u":118,"32x32":10,"331n":118,"3320u":118,"365e":126,"36u":118,"3710m":118,"3768m":118,"387u":118,"38u":118,"3920u":118,"39u":118,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":101,"3\u53f7gpu":95,"4035m":118,"4090u":118,"4096mb":133,"4279m":118,"43u":118,"448a5b355b84":127,"4560u":118,"4563m":118,"45u":118,"4650u":118,"4726m":118,"473m":127,"4\u4e2a\u5e8f\u5217\u7684\u957f\u5ea6\u5206\u522b\u4e3a":122,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":97,"4gb":133,"500m":95,"50bd":126,"50gi":126,"514u":118,"525n":118,"526u":118,"536u":118,"5460u":118,"5470u":118,"54u":118,"5690m":118,"573u":118,"578n":118,"5798m":118,"586u":118,"58s":127,"5969m":118,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":101,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":101,"5_cudnn5_avx_mkl":101,"5_cudnn5_avx_openbla":[101,103],"6080u":118,"6140u":118,"6305m":118,"639u":118,"64\u5e73\u53f0\u4e3a\u4f8b":137,"64m":64,"655u":118,"6780u":118,"6810u":118,"682u":118,"6970u":118,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":118,"6\u4ee5\u4e0a":[101,103],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":101,"6ce9":126,"6th":10,"704u":118,"7090u":118,"72u":118,"73u":118,"75u":118,"760u":118,"767u":118,"783n":118,"784u":118,"78m":118,"7\u4ee5\u4e0a":137,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":101,"7\u4ee5\u4e0b":137,"7\u548cpip":92,"7\u7248\u672c\u5f00\u59cb":137,"7\u7cfb\u5217":101,"7eamaa":10,"7kb":127,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":114,"8250u":118,"8300u":118,"830n":118,"849m":118,"861u":118,"8661m":118,"892m":118,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":97,"901n":118,"90u":118,"918u":118,"9247m":118,"924n":118,"9261m":118,"9330m":118,"94u":118,"9530m":118,"983m":118,"988u":118,"997u":118,"99u":118,"9a235":138,"9f18":127,"\u4e00":105,"\u4e00\u4e2a":122,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":112,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":48,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":127,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":107,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":107,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":107,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":107,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":139,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":95,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":118,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":104,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":104,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":32,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":111,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":111,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":111,"\u4e00\u4e2a\u8f93\u51fa\u6570\u636e\u540c\u6837\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":122,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":112,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":97,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":48,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":133,"\u4e00\u4e2agradientmachine\u7c7b\u7684\u5bf9\u8c61\u7ba1\u7406\u7740\u4e00\u7ec4\u8ba1\u7b97\u5c42":123,"\u4e00\u4e2alabel":105,"\u4e00\u4e2amemory\u5305\u542b":108,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":48,"\u4e00\u4e9b\u60c5\u51b5\u4e3a\u4e86\u4fbf\u4e8e\u53d1\u5e03":123,"\u4e00\u4eba":105,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":107,"\u4e00\u53f0\u7535\u8111":109,"\u4e00\u65e9":105,"\u4e00\u662fbatch":95,"\u4e00\u6837\u7684\u65b9\u5f0f":109,"\u4e00\u6b21\u6027\u676f\u5b50":105,"\u4e00\u7ef4\u6570\u7ec4":[122,123],"\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":122,"\u4e00\u81f4":[104,105],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":82,"\u4e00\u822c\u4ece":110,"\u4e00\u822c\u5728paddlepaddle\u4e2d":105,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":97,"\u4e00\u822c\u6765\u8bf4":108,"\u4e00\u822c\u7531mkl":62,"\u4e00\u822c\u8868\u793a":105,"\u4e00\u822c\u8bbe\u7f6e":97,"\u4e00\u8282":123,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":102,"\u4e0a":110,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":139,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":48,"\u4e0a\u4f20\u65b9\u6cd5":82,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":124,"\u4e0a\u56fe\u4e2d\u7684":122,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":105,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":128,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":48,"\u4e0a\u7f16\u8bd1\u5f88\u6162":109,"\u4e0a\u7f51":105,"\u4e0a\u8fd0\u884c":137,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":97,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":99,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":109,"\u4e0a\u8ff0\u7684":96,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":118,"\u4e0a\u8ff0paddlepaddl":82,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":112,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":112,"\u4e0b":[112,114],"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":82,"\u4e0b\u4f1a\u770b\u5230\u5982\u4e0b\u76ee\u5f55\u7ed3\u6784":120,"\u4e0b\u540c":97,"\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":118,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":111,"\u4e0b\u56fe\u662fcsr\u5b58\u50a8\u7a00\u758f\u77e9\u9635\u7684\u793a\u610f\u56fe":122,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":33,"\u4e0b\u627e\u5230":120,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":82,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":107,"\u4e0b\u6587\u4f1a\u8be6\u7ec6\u8fdb\u884c\u4ecb\u7ecd":122,"\u4e0b\u6587\u4f7f\u7528":128,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":127,"\u4e0b\u6587\u8be6\u7ec6\u89e3\u91ca":122,"\u4e0b\u6b21":105,"\u4e0b\u7684":[123,128],"\u4e0b\u8868\u5217\u51fa\u4e86python\u7aef\u8bad\u7ec3\u63a5\u53e3\u66b4\u9732\u7684\u6570\u636e\u7c7b\u578b":122,"\u4e0b\u8f7d":48,"\u4e0b\u8f7d\u5230\u672c\u5730":48,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":127,"\u4e0b\u8f7d\u5f97\u5230":82,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":99,"\u4e0b\u8f7dgpu\u7248\u672c":99,"\u4e0b\u9762":123,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":118,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":112,"\u4e0b\u9762\u4ee5":124,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":112,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":113,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":66,"\u4e0b\u9762\u5217\u51fa\u4e86":108,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":111,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":128,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":127,"\u4e0b\u9762\u662f":112,"\u4e0b\u9762\u662f\u5bf9":112,"\u4e0b\u9762\u662fc":123,"\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":97,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u4ecegithub\u62c9\u53d6\u6700\u65b0\u4ee3\u7801":120,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u4e3a1":122,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u4e8c\u503c\u7a00\u758f\u77e9\u9635":122,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u542b\u6709\u4e09\u4e2a\u5143\u7d20":122,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5728\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u5e26\u5143\u7d20\u503c\u7684\u7a00\u758f\u77e9\u9635":122,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":111,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":112,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":111,"\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":102,"\u4e0b\u9762\u8be6\u7ec6\u89e3\u91ca\u4ec0\u4e48\u662f":122,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":104,"\u4e0d":105,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":48,"\u4e0d\u4ec5\u8981\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":122,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":109,"\u4e0d\u4f1a\u518d\u4ece":95,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":109,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":65,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":111,"\u4e0d\u4f7f\u7528c":65,"\u4e0d\u4f7f\u7528swig":65,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":112,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":112,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":112,"\u4e0d\u53ef\u4ee5\u66f4\u6539":82,"\u4e0d\u53ef\u518d\u8fdb\u884c\u62c6\u5206":122,"\u4e0d\u540c":62,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":96,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":112,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":133,"\u4e0d\u540c\u5e8f\u5217\u53ef\u80fd\u4f1a\u542b\u6709\u4e0d\u540c\u6570\u76ee\u4e2a\u5143\u7d20":122,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":108,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":65,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":95,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":128,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":102,"\u4e0d\u540c\u8ba1\u7b97\u5c42\u5bf9\u7a7a\u8f93\u5165\u7684\u5904\u7406\u7b56\u7565\u6709\u53ef\u80fd\u4e0d\u540c":122,"\u4e0d\u540c\u8bbe\u5907":112,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":65,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":107,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":107,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":105,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":113,"\u4e0d\u5728":66,"\u4e0d\u5bb9\u6613\u51fa\u9519":48,"\u4e0d\u5c11":105,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":65,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":65,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":107,"\u4e0d\u6307\u5b9a\u65f6":107,"\u4e0d\u652f\u6301":122,"\u4e0d\u652f\u6301\u5e8f\u5217\u957f\u5ea6\u4e3a":122,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":102,"\u4e0d\u662f\u771f\u6b63\u7684layer":96,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":96,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":65,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":110,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":33,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":112,"\u4e0d\u80fd\u592a\u968f\u610f":110,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":110,"\u4e0d\u8981\u5728\u6ce8\u91cd\u6027\u80fd\u7684\u8bad\u7ec3\u573a\u666f\u4e0b\u4f7f\u7528":95,"\u4e0d\u8bba\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u5728\u5185\u5b58\u4e2d\u5360\u7528\u591a\u5c11\u5b9e\u9645\u5b58\u50a8\u7a7a\u95f4":122,"\u4e0d\u8bba\u6570\u636e\u57df\u662f":122,"\u4e0d\u8bba\u662f\u4e00\u7ef4\u6574\u578b\u6570\u7ec4\u8fd8\u662f\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":122,"\u4e0d\u8bba\u662f\u5355\u5c42\u5e8f\u5217\u8fd8\u662f\u53cc\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":122,"\u4e0d\u8fc7":105,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":109,"\u4e0d\u8fdc":105,"\u4e0d\u9519":105,"\u4e0d\u9700\u5728\u4f7f\u7528c":123,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":109,"\u4e0d\u9700\u8981\u63d0\u4f9b\u5143\u7d20\u503c":122,"\u4e0d\u9700\u8981\u8bbe\u7f6e":137,"\u4e0e":[62,112,117,128],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":48,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":62,"\u4e0e\u5176\u5b83":123,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":82,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":105,"\u4e0e\u53ef\u80fd\u6709\u7684":82,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":124,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":117,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":97,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":125,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":128,"\u4e0e\u8c03\u4f18":117,"\u4e0e\u8f93\u5165\u4e0d\u540c\u7684\u662f":123,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":95,"\u4e0ebatch":61,"\u4e0ejob":128,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":112,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":112,"\u4e0epython\u4e0d\u540c":117,"\u4e14":105,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":110,"\u4e14\u4f7f\u7528":120,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":65,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":117,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":102,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":105,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":66,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":65,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":65,"\u4e24":105,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":114,"\u4e24\u4e2a\u5d4c\u5957\u7684":107,"\u4e24\u4e2a\u64cd\u4f5c":118,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":105,"\u4e24\u4e2a\u90e8\u5206":114,"\u4e24\u4e2a\u9690\u5c42\u7684\u7b80\u5355\u5168\u8fde\u63a5\u7f51\u7edc":123,"\u4e24\u6b21":122,"\u4e24\u79cd\u5e38\u7528\u7684\u6a21\u578b\u52a0\u8f7d\u65b9\u5f0f":123,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":95,"\u4e24\u79cdblas\u5e93":98,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":95,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":82,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":95,"\u4e2a\u6027\u5316\u63a8\u8350":82,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":133,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":133,"\u4e2d":[61,62,65,66,95,111,112,113,117,122,128],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":110,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":124,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":62,"\u4e2d\u4f20\u5165\u53c2\u6570":124,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":124,"\u4e2d\u5143\u7d20\u4e2a\u6570\u603b\u662f\u7b49\u4e8e\u884c\u6570":122,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":95,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":105,"\u4e2d\u5199\u5165json\u5185\u5bb9":32,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":139,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":137,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":137,"\u4e2d\u5305\u542bc":[137,139],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":110,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":110,"\u4e2d\u542b\u6709\u591a\u4e2a\u5e8f\u5217":122,"\u4e2d\u5b8c\u5168\u4e00\u81f4":65,"\u4e2d\u5b9a\u4e49":108,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":107,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":62,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":66,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":61,"\u4e2d\u5f15\u5165\u7684":61,"\u4e2d\u6253\u5370\u5176\u503c":95,"\u4e2d\u6307\u5b9a":133,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":135,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":62,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":113,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":98,"\u4e2d\u64cd\u4f5c":122,"\u4e2d\u6587\u6587\u6863":114,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":114,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":105,"\u4e2d\u6839\u636e":61,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":95,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":128,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":133,"\u4e2d\u6dfb\u52a0":61,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":62,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":112,"\u4e2d\u7528\u4e8e\u5b58\u50a8\u6570\u636e\u7684":123,"\u4e2d\u7684":[113,123],"\u4e2d\u7684\u4e00\u884c":110,"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":124,"\u4e2d\u7684\u504f\u79fb":122,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":110,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":82,"\u4e2d\u7684\u76f8\u5173\u811a\u672c":123,"\u4e2d\u7684\u8d77\u59cb\u504f\u79fb":122,"\u4e2d\u83b7\u53d6":128,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":125,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":111,"\u4e2d\u8c03\u7528":112,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":33,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":95,"\u4e3a":[61,62,108,112,122,137,138,139],"\u4e3a\u4e86\u4f7f":112,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":110,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":111,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":99,"\u4e3a\u4e86\u51cf\u5c11\u751f\u6210\u94fe\u63a5\u5e93\u7684\u5927\u5c0f\u628a":120,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":111,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":62,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":48,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":109,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":107,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":110,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":66,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":62,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":61,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":117,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":137,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":118,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[137,138],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":62,"\u4e3a\u4ec0\u4e48\u7528":109,"\u4e3a\u4f7f\u7528c":123,"\u4e3a\u4f8b":[96,112],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":112,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":97,"\u4e3a\u5b83\u4eec\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f\u5c06\u53d8\u6210\u5e8f\u5217\u8f93\u5165":122,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":99,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":118,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":125,"\u4e3a\u6b64":127,"\u4e3a\u6bcf\u4e00\u4e2a":[122,123],"\u4e3a\u6bcf\u4e00\u4e2a\u8f93\u5165":[122,123],"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":112,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":111,"\u4e3aconst\u51fd\u6570":112,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":111,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":133,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":48,"\u4e3b\u8981\u5305\u62ec":62,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":62,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":102,"\u4e3b\u8981\u539f\u56e0":105,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":95,"\u4e3b\u8981\u7528\u4e8epython":112,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":62,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":97,"\u4e3e\u4f8b":95,"\u4e3e\u4f8b\u8bf4\u660e":105,"\u4e4b\u524d":110,"\u4e4b\u540e":[102,111],"\u4e4b\u540e\u4f7f\u7528":111,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":111,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":114,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":111,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":98,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":66,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":109,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":107,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":111,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":117,"\u4e58\u9664\u7b49\u65f6\u5019":95,"\u4e5f":105,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":65,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":107,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":66,"\u4e5f\u4e0d\u751f\u6210":66,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":96,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":109,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":110,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":82,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":114,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":107,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":124,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":114,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":118,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":128,"\u4e5f\u53ef\u5199\u6210":112,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":138,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":137,"\u4e5f\u5c31\u662f":110,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":109,"\u4e5f\u5c31\u662f\u7a7a\u8f93\u5165":122,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":110,"\u4e5f\u5c31\u662f\u8bf4":[122,133,135],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":62,"\u4e5f\u5c31\u662fpaddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":122,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":128,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":118,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":105,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":107,"\u4e5f\u6ca1\u7528":92,"\u4e66\u5199":65,"\u4e7e":105,"\u4e86":[105,109],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":117,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":118,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":108,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":108,"\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":122,"\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":122,"\u4e8c\u7ef4\u77e9\u9635":123,"\u4e8c\u7ef4\u77e9\u9635\u53ef\u4ee5\u8868\u793a\u884c\u5411\u91cf\u548c\u5217\u5411\u91cf":122,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":105,"\u4e8e\u662f":122,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":117,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":117,"\u4e94\u661f\u7ea7":105,"\u4ea4\u4e92\u7684\u65b9\u6cd5":117,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":137,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":137,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":137,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":138,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":138,"\u4ea4\u53c9\u7f16\u8bd1raspberri":139,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":137,"\u4ea4\u901a":105,"\u4ea4\u901a\u4fbf\u5229":105,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[137,138],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":99,"\u4eba\u8138\u8bc6\u522b":33,"\u4ec0\u4e48\u662f":109,"\u4ec5\u4ec5\u4f7f\u7528":65,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":62,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":111,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":111,"\u4ec5\u652f\u6301\u6574\u578b\u503c":122,"\u4ec5\u7528\u4e8e\u5b58\u50a8\u6574\u578b\u503c":123,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":128,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":137,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":124,"\u4ece":[82,93,118],"\u4ece0\u5230num":133,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":124,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":107,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":118,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":97,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":105,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":138,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":137,"\u4ece\u6e90\u7801\u7f16\u8bd1":100,"\u4ece\u78c1\u76d8\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":123,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":32,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":111,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":93,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":61,"\u4ece\u8bed\u4e49\u4e0a\u770b":107,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":124,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":105,"\u4ececmake":137,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":32,"\u4ecestart":133,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":110,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":66,"\u4ed6\u4eec\u5206\u522b\u662f":105,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":109,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":105,"\u4ed6\u662f\u5c06":66,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":65,"\u4ee3\u66ff":128,"\u4ee3\u7801\u4e2d9":105,"\u4ee3\u7801\u53c2\u8003":124,"\u4ee3\u7801\u5982\u4e0b":[95,96,97,108],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":110,"\u4ee3\u7801\u7247\u6bb5\u5982\u4e0b":122,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":65,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":117,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":[112,123],"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":128,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":62,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":33,"\u4ee3\u8868shard\u7684index":33,"\u4ee5":96,"\u4ee5\u4e0a":[110,137],"\u4ee5\u4e0a\u4e24\u79cd\u65b9\u5f0f\u53ea\u9700\u9009\u62e9\u5176\u4e00\u5373\u53ef":123,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":33,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":33,"\u4ee5\u4e0b":33,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":108,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":109,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":99,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":129,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":110,"\u4ee5\u4e0b\u7b80\u79f0rnn":61,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":99,"\u4ee5\u4f7f\u7528":137,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":97,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":48,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":124,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":111,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":111,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":109,"\u4ee5\u53ca":[61,109,111,122],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":108,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":109,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":104,"\u4ee5\u53ca\u5982\u4f55\u89e3\u6790\u795e\u7ecf\u7f51\u7edc\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u7ed3\u679c":122,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":139,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":112,"\u4ee5\u53ca\u7b2c\u4e09\u65b9\u4f9d\u8d56\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":120,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":107,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":111,"\u4ee5\u53caandroid":137,"\u4ee5\u53cagcc":98,"\u4ee5\u53canumpi":33,"\u4ee5\u53carelu":111,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":137,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":138,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":62,"\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":[137,138,139],"\u4ee5\u793a\u533a\u5206":[61,62],"\u4ee5\u8f93\u51fa":95,"\u4ee5\u9017\u53f7\u95f4\u9694":133,"\u4ee5\u907f\u514d\u94fe\u63a5\u4e0d\u5fc5\u8981\u7684\u5e93":120,"\u4ee5eigentensor\u4e3a\u4f8b":113,"\u4ee5embedding\u5c42\u4e3a\u4f8b":97,"\u4ee5lstm\u4e3a\u4f8b":96,"\u4ef7\u683c":105,"\u4efb\u4f55\u65f6\u5019\u5982\u679c\u9700\u8981\u6d6e\u70b9\u578b\u6570\u7ec4":122,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":125,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":124,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":32,"\u4f18\u5316\u524d":61,"\u4f18\u5316\u540e":61,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":111,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":117,"\u4f1a\u4ee5":[61,62],"\u4f1a\u4f7f\u7528":123,"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":61,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":62,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":128,"\u4f1a\u5171\u4eab\u53c2\u6570":97,"\u4f1a\u5173\u8054\u53c2\u6570":96,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":124,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":133,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":105,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":128,"\u4f1a\u5728":[62,114],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":114,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":62,"\u4f1a\u5927\u4e0d\u76f8\u540c":124,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":95,"\u4f1a\u5bf9\u8bad\u7ec3\u6027\u80fd\u9020\u6210\u5f71\u54cd":95,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":107,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":65,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":107,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":95,"\u4f1a\u5f15\u5165":62,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":107,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":117,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":124,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":62,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":95,"\u4f1a\u62a5\u9519":107,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":62,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":61,"\u4f1a\u72ec\u7acb\u62e5\u6709\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":123,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":117,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":65,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":111,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":62,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":110,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":98,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":62,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":128,"\u4f1a\u88ab":124,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":107,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":33,"\u4f1a\u901a\u8fc7\u5224\u6570\u636e\u662f\u5426\u9644\u5e26\u6709\u5e8f\u5217\u4fe1\u606f\u6765\u5224\u65ad\u4e00\u4e2a\u5411\u91cf":122,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":110,"\u4f20\u5165":33,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":97,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":133,"\u4f46":66,"\u4f46\u4e0d\u66b4\u9732":66,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":111,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":133,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":105,"\u4f46\u53ef\u4ee5\u83b7\u53d6":95,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":105,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":107,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":98,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":82,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":105,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":95,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":82,"\u4f46\u662f":[95,105],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":66,"\u4f46\u662f\u5728mkl":62,"\u4f46\u662f\u5728paddlepaddle\u4e2d":62,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":132,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":105,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":124,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":110,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":62,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":135,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":62,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":95,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":109,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":65,"\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":117,"\u4f46\u662fbatch":95,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":102,"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":102,"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":101,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":112,"\u4f46eigen":113,"\u4f4d\u7f6e":105,"\u4f4f":105,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":105,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":108,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":112,"\u4f5c\u4e3a\u53c2\u6570\u7684id":97,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":62,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":33,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":107,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":65,"\u4f5c\u4e3a\u7edf\u8ba1\u7684\u57fa\u672c\u5355\u4f4d":122,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":98,"\u4f5c\u4e3a\u8c03\u7528":123,"\u4f5c\u4e3a\u8f93\u5165":122,"\u4f5c\u4e3a\u8f93\u51fa":108,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":105,"\u4f5c\u7528":104,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":135,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":114,"\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":111,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":135,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":111,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":111,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8f93\u5165":122,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":122,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":92,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":111,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":124,"\u4f7f\u7528":[62,66,82,95,96,97,105,107,108,111,117,118,120,122,123,133,137],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":135,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":135,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":135,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":135,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":111,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":95,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":127,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":33,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":114,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":97,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":102,"\u4f7f\u7528\u52a8\u6001\u5e93":65,"\u4f7f\u7528\u53c2\u6570":[98,124],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":32,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":137,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":95,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":95,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":108,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":117,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":128,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":127,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":112,"\u4f7f\u7528\u6587\u6863":112,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":95,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":66,"\u4f7f\u7528\u6848\u4f8b":134,"\u4f7f\u7528\u6d41\u7a0b":121,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":124,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":62,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":66,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":133,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":107,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":133,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":133,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":97,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":32,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":[105,123],"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":111,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":65,"\u4f7f\u7528c":[66,120],"\u4f7f\u7528c99\u505a\u63a5\u53e3":65,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":65,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":65,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":133,"\u4f7f\u7528cmake\u7684\u8bdd":117,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":135,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":135,"\u4f7f\u7528docker":99,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":99,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":100,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":109,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":114,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":98,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":137,"\u4f7f\u7528init":135,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":105,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":105,"\u4f7f\u7528model":135,"\u4f7f\u7528openblas\u7684\u955c\u50cf":99,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":137,"\u4f7f\u7528paddlepaddl":[120,123],"\u4f7f\u7528pip\u5b89\u88c5":100,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":133,"\u4f7f\u7528regress":82,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":65,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":65,"\u4f7f\u7528void":65,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":97,"\u4f86":105,"\u4f8b\u5982":[33,65,66,82,95,96,98,102,105,108,111,118,122,128,132,133,135],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":117,"\u4f8b\u5982\u4e0b\u9762\u4ee3\u7801":95,"\u4f8b\u5982\u4e5f\u53ef\u5728\u7a0b\u5e8f\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u518d\u52a0\u8f7d\u53e6\u5916\u4e00\u4e2a\u6a21\u578b":123,"\u4f8b\u5982\u4f7f\u7528":95,"\u4f8b\u5982\u542b\u6709\u591a\u4e2a\u901a\u9053\u7684\u56fe\u7247":122,"\u4f8b\u5982\u5728deepspeech2":61,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":65,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":65,"\u4f8b\u5982\u5bf9\u4e8epython":65,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":105,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":105,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":105,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":95,"\u4f8b\u5982c":65,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":65,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":128,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":65,"\u4f8b\u5982python\u7684":65,"\u4f8b\u5982rnn":61,"\u4f8b\u5982sigmoid":111,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":124,"\u4f8b\u5b50\u4e2d\u662f":111,"\u4f8b\u5b50\u4e2d\u662f0":111,"\u4f8b\u5b50\u4e2d\u662f100":111,"\u4f8b\u5b50\u4e2d\u662f4096":111,"\u4f8b\u5b50\u4e2d\u662f8192":111,"\u4f8b\u5b50\u4e2d\u662ffc":111,"\u4f8b\u5b50\u4e2d\u662fsoftmax":111,"\u4f9bpaddlepaddle\u52a0\u8f7d":133,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":112,"\u4f9d\u6b21\u7c7b\u63a8":82,"\u4f9d\u8d56":[98,101],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":99,"\u4f9d\u8d56libpython2":98,"\u4fbf\u5229":105,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":105,"\u4fbf\u5b9c":105,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":65,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":133,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":97,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":133,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":133,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":110,"\u4fdd\u8bc1\u4f7f\u7528gpu\u8bad\u7ec3\u65f6\u4e5f\u53ef\u4ee5\u83b7\u5f97":95,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":125,"\u4fe1\u606f":122,"\u4fee\u590d\u6240\u6709bug\u540e":82,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":82,"\u4fee\u6539":[62,82,127],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":127,"\u4fee\u6539\u6210":82,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":118,"\u4fee\u6539\u6587\u6863":115,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[105,110],"\u503c\u5f97\u6df1\u5165\u5206\u6790":118,"\u503c\u7c7b\u578b":135,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":97,"\u5047\u8bbe":111,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":99,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":111,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":95,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":111,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":113,"\u505a\u53ea\u8bfb\u6302\u8f7d":33,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":82,"\u505a\u63a5\u53e3":65,"\u505a\u68af\u5ea6\u68c0\u6d4b":112,"\u505a\u68c0\u67e5":112,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":32,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":133,"\u505c\u7535":105,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":117,"\u5143\u7d20":104,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u5e8f\u5217\u6240\u643a\u5e26\u7684\u91cd\u8981\u4fe1\u606f":122,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":104,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":61,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":62,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":117,"\u5148\u5378\u8f7d\u4e4b\u524d\u7684\u7248\u672c":98,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":61,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":66,"\u5148\u627e\u51fa\u53c2\u6570":96,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":92,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":117,"\u514b\u9686\u4e0b\u9762":139,"\u5168\u5bb6":105,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":111,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":111,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":111,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":111,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":111,"\u516c\u5f0f":99,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":112,"\u5171\u4eab\u5185\u5b58":62,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":61,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":112,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":128,"\u5173\u4e8e\u4ec0\u4e48\u662f":122,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":112,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":105,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":110,"\u5173\u4e8eavx":99,"\u5173\u4e8eeigen":113,"\u5173\u4e8elstm":96,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":128,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":102,"\u5173\u4e8eunbound":107,"\u5173\u952e\u8bcd\u5305\u62ec":110,"\u5176\u4e2d":[65,82,95,97,102,108,111,117,137,139],"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":124,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":138,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":138,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":138,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":104,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":133,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":133,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":102,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":113,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":109,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":95,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":95,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":66,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":135,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":82,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":98,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[137,138],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":108,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":111,"\u5176\u547d\u4ee4\u5982\u4e0b":117,"\u5176\u5b83\u53ef\u9009\u7f16\u8bd1\u9009\u9879\u6309\u9700\u8fdb\u884c\u8bbe\u5b9a":120,"\u5176\u5b83layer\u7684\u8f93\u51fa":107,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":95,"\u5176\u6b21":105,"\u5176\u8bf4\u660e\u5982\u4e0b":105,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":61,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":108,"\u5176name\u7531\u53c2\u6570":96,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[66,95],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":109,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":66,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[95,111],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":62,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":107,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[61,62],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":118,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":92,"\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b":92,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":62,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":92,"\u5177\u4f53\u8bf7\u53c2\u8003":[66,110],"\u5177\u4f53\u8bf7\u89c1":110,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":105,"\u5185":108,"\u5185\u5b58":118,"\u5185\u5b58\u4e0d\u8db3":93,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":133,"\u5185\u5bb9":112,"\u5185\u5bb9\u5982\u4e0b":127,"\u5185\u5c42\u5e8f\u5217\u5728":122,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":105,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":128,"\u5185\u7f6e\u7684":123,"\u5185\u90e8":[123,128],"\u5185\u90e8\u5b58\u50a8":62,"\u5185\u90e8\u7531":[122,123],"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":65,"\u518d\u4ee5":112,"\u518d\u505a\u4e00\u5b9a\u7684reshap":96,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":97,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":65,"\u518d\u57fa\u4e8e":82,"\u518d\u5b89\u88c5":[92,101],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":105,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":105,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":105,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":124,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":117,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":61,"\u518d\u6307\u5b9a":98,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":117,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":118,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":117,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":111,"\u518d\u901a\u8fc7\u51fd\u6570":128,"\u518d\u91cd\u65b0\u5b89\u88c5":98,"\u5199\u4ee3\u7801":65,"\u5199\u5165\u5feb\u7167\u6570\u636e":32,"\u5199\u5165\u6587\u4ef6\u4e2d":123,"\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":111,"\u5199\u7684":117,"\u51c6\u5907":105,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":124,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":129,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":124,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u548c":123,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u90e8\u5206":123,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":95,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":95,"\u51cf\u5c0fbatch":95,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":124,"\u51fa\u53bb\u73a9":105,"\u51fa\u5dee":105,"\u51fa\u6765":105,"\u51fa\u73b0":92,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":97,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":96,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[92,101],"\u51fd\u6570":[61,62,108,111,117,118,122],"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":112,"\u51fd\u6570\u5047\u8bbe":108,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":118,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":33,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":107,"\u51fd\u6570\u540d":117,"\u51fd\u6570\u540d\u4e3a":66,"\u51fd\u6570\u547d\u540d":65,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":112,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":117,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":111,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":111,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":107,"\u51fd\u6570\u603b\u65f6\u95f4":117,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":111,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":118,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":111,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":111,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":117,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":117,"\u51fd\u6570\u80fd\u591f\u5c06\u4f7f\u7528":123,"\u51fd\u6570\u91cc\u5b9e\u73b0":112,"\u5206\u4e3a":123,"\u5206\u522b\u4e3a\u6570\u636e\u8f93\u5165\u6dfb\u52a0\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":122,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":107,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":62,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":105,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":107,"\u5206\u522b\u5bf9\u5e94capi":82,"\u5206\u522b\u662f":104,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":108,"\u5206\u522b\u662fsentences\u548clabel":105,"\u5206\u522b\u662fwords\u548clabel":105,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":111,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":105,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":32,"\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":124,"\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":124,"\u5206\u652f":[82,110],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":82,"\u5206\u652f\u4e0a":110,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":110,"\u5206\u652f\u4e2d":82,"\u5206\u652f\u4e3a\u5f00\u53d1":82,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":82,"\u5206\u652f\u4e3a\u7a33\u5b9a":82,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":82,"\u5206\u652f\u5408\u5165":82,"\u5206\u652f\u5408\u5165master\u5206\u652f":82,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":82,"\u5206\u652f\u540d":110,"\u5206\u652f\u540d\u4e3a":82,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":82,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":82,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":112,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":82,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":82,"\u5206\u652f\u89c4\u8303":110,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":118,"\u5206\u7247":32,"\u5206\u7c7b\u4efb\u52a1\u4e2d\u7c7b\u522b\u6807\u7b7e":122,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":133,"\u5207\u6362\u5230":110,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":110,"\u5217\u5143\u7d20\u6392\u5217\u6210\u7684\u77e9\u5f62\u9635\u5217":122,"\u5217\u540d":117,"\u5217\u8868\u5982\u4e0b":102,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":111,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":98,"\u5219\u4f7f\u7528":138,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":133,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":32,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":133,"\u5219\u53ef\u8bbe\u7f6e":[137,138,139],"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":124,"\u5219\u5ffd\u7565":32,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":133,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":32,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":118,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":133,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":66,"\u5219\u8bbe\u7f6e\u6210":[137,139],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":95,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":138,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":32,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":98,"\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":124,"\u521b\u5efa":[62,122,123],"\u521b\u5efa\u4e00\u4e2a":103,"\u521b\u5efa\u4e00\u4e2akubernet":128,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":110,"\u521b\u5efa\u6210\u529f\u540e":128,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":129,"\u521b\u5efa\u7a00\u758f\u77e9\u9635\u65f6\u9700\u8981\u663e\u793a\u5730\u6307\u5b9a\u77e9\u9635\u7684":122,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":111,"\u521d\u59cb\u5316\u6743\u91cd\u8868":111,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":133,"\u521d\u59cb\u5316\u7236\u7c7b":111,"\u521d\u59cb\u5316biases_":111,"\u521d\u59cb\u72b6\u6001":107,"\u5220\u9664":110,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":32,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":138,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":95,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":95,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":107,"\u5229\u843d":105,"\u522b\u4eba\u5e2e\u4e86\u5fd9":110,"\u522b\u5fd8\u4e86":109,"\u5230":[32,92,108],"\u5230\u6307\u5b9a\u6587\u4ef6\u4e2d":123,"\u5230\u672c\u5730":110,"\u5230\u6b64":112,"\u5230\u7b2c\u4e8c\u6b65":82,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":128,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":128,"\u5237\u7259":105,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":128,"\u524d\u53f0":105,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":61,"\u524d\u5411\u4f20\u64ad":111,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":111,"\u524d\u5411\u548c\u540e\u5411":111,"\u524d\u5411\u8ba1\u7b97\u4e4b\u540epaddlepaddle\u5185\u90e8\u5df2\u7ecf\u5206\u914d":123,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":112,"\u524d\u8005\u5728":95,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":112,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":95,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":112,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":110,"\u524d\u9700\u8981\u5b89\u88c5":117,"\u524d\u9988":124,"\u529f\u80fd":48,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":82,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":111,"\u52a0\u5165":118,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":108,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":108,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":97,"\u52a0\u8f7d\u6a21\u578b\u53ef\u5176\u5b83\u591a\u79cd\u65b9\u5f0f":123,"\u52a0\u8f7d\u6a21\u578b\u9700\u540c\u65f6\u6307\u5b9a":123,"\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":123,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":97,"\u52a0\u8f7dtest":133,"\u52a0\u901f\u7f16\u8bd1":98,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":95,"\u52a8\u6001\u5e93":[65,120],"\u52a9\u624b":111,"\u5305":117,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":66,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":98,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":124,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":124,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":117,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":112,"\u5305\u62ec":[33,61,62,120,124,133],"\u5305\u62ec\u4e86\u7f16\u8bd1\u51fa\u7684paddlepaddle\u5934\u6587\u4ef6\u548c\u94fe\u63a5\u5e93":120,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":95,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":32,"\u5305\u62ec\u751f\u6210cpu":98,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":102,"\u5305\u62ecbool":135,"\u5305\u62eclinux":137,"\u5305\u62ecmkl":62,"\u5305\u7684\u65b9\u6cd5\u662f":92,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":105,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":105,"\u5341\u4e00":105,"\u534e\u6da6\u4e07\u5bb6":105,"\u534f\u540c\u5b8c\u6210releas":82,"\u5355\u4e2a\u503c":33,"\u5355\u4f4d\u662fmb":133,"\u5355\u5143\u6d4b\u8bd5":[109,113],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":92,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":112,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":109,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":132,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":105,"\u5355\u53cc\u5c42rnn":106,"\u5355\u5c42":107,"\u5355\u5c42\u4e0d\u7b49\u957frnn":105,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":105,"\u5355\u5c42\u5e8f\u5217":[104,122],"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":104,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":104,"\u5355\u5c42\u6216\u53cc\u5c42":104,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u5355\u5c42rnn":[105,107],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":105,"\u5355\u673acpu\u8bad\u7ec3":95,"\u5355\u673agpu\u8bad\u7ec3":95,"\u5355\u6b65\u51fd\u6570":108,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":108,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":108,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":108,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":112,"\u5355\u70b9\u6545\u969c":32,"\u5355\u7eaf\u7684":117,"\u5355\u8fdb\u5355\u51fa":107,"\u5360\u7528\u4e8617":117,"\u536b\u751f":105,"\u5373":[66,95,96,112,114,128],"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":105,"\u5373\u4e0b\u8f7d\u5931\u8d25":92,"\u5373\u4e0d\u5141\u8bb8\u5728":112,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":105,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":105,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":105,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":105,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":105,"\u5373\u4e8c\u7ef4\u6570\u7ec4":105,"\u5373\u4f7f\u7528":[66,96],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":66,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":133,"\u5373\u4f7fc":66,"\u5373\u4f8b\u5982":66,"\u5373\u4fbf\u662f":109,"\u5373\u4fbf\u8bbe\u7f6e":92,"\u5373\u4fbfpaddl":66,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":107,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":108,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":107,"\u5373\u53ef":110,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":95,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":137,"\u5373\u53ef\u5728":139,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":101,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":99,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":117,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":117,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":105,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":95,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":102,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":66,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":105,"\u5373\u5c06nchw\u8f6c\u6362\u6210nhwc":96,"\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":105,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":113,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":107,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":105,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":104,"\u5373\u6574\u6570\u6570\u7ec4":105,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":105,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":105,"\u5373\u66b4\u9732":66,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":105,"\u5373\u7f51\u5361\u540d":128,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":62,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":95,"\u5373\u8bbe\u7f6e":95,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":99,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":65,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":97,"\u5373input":107,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":105,"\u5378\u8f7dpaddlepaddle\u5305":92,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":113,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":105,"\u539f\u56e0":[92,110],"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":92,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":110,"\u539f\u6765\u7684\u65b9\u6848":62,"\u53bb\u8fc7":105,"\u53c2\u6570":[2,3,4,5,6,7,9,10,11,17,18,19,22,23,25,65,95,109,111,123,128,132],"\u53c2\u6570\u4e3a":112,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":97,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":124,"\u53c2\u6570\u670d\u52a1\u5668":[124,132],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":124,"\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":124,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":124,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":133,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":133,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":133,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":133,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":133,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":95,"\u53c2\u6570\u6982\u8ff0":134,"\u53c2\u6570\u7684\u4e2a\u6570\u548c\u53c2\u6570\u5217\u8868":123,"\u53c2\u6570\u7684\u89e3\u6790":128,"\u53c2\u6570\u8bbe\u7f6e":94,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":105,"\u53c2\u6570\u8bf4\u660e":124,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":99,"\u53c2\u6570\u8f93\u5165":95,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":108,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":110,"\u53c2\u8003":[48,65,99],"\u53c2\u8003\u4e0b\u56fe":82,"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":118,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":105,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":124,"\u53c2\u8003\u955c\u50cf\u7684":128,"\u53c8":105,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":62,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":104,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":95,"\u53ca":111,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":108,"\u53cc\u5411\u9a8c\u8bc1":48,"\u53cc\u5c42":107,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":105,"\u53cc\u5c42\u5e8f\u5217":[104,122],"\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":122,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":104,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":105,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":104,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":107,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":104,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u53cc\u5c42\u5e8f\u5217\u9700\u8981\u8bbe\u7f6e\u5206\u522b\u4e3a\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u5206\u522b\u8bbe\u7f6e":122,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":104,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":105,"\u53cc\u5c42rnn":107,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":105,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":105,"\u53cc\u8fdb\u5355\u51fa":107,"\u53cc\u8fdb\u53cc\u51fa":107,"\u53cd\u5411\u4f20\u64ad":111,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":111,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":112,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":112,"\u53cd\u5411op\u7c7b":112,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":112,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":112,"\u53d1\u578b\u7248":82,"\u53d1\u5e03\u5230dockerhub":82,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":82,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":95,"\u53d1\u884c\u548c\u7ef4\u62a4":110,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":133,"\u53d6\u503c\u76f8\u540c\u7684layer":96,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":102,"\u53d6\u51b3\u4e8e":112,"\u53d8\u6362\u77e9\u9635":111,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":62,"\u53e3\u5934":105,"\u53e5\u5b50\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":122,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":139,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":118,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":95,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":135,"\u53e6\u5916":[105,109],"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":101,"\u53ea\u4f5c\u4e3aread":107,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":133,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":98,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":32,"\u53ea\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u53ea\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":105,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":66,"\u53ea\u6709":105,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":100,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":133,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":107,"\u53ea\u7559\u4e0b\u6838\u5fc3\u8ba1\u7b97\u5c42":123,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":96,"\u53ea\u80fd\u6309\u884c\u8ba1\u7b97":96,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":135,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":96,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":65,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":105,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":95,"\u53ea\u8bfbmemory\u8f93\u5165":107,"\u53ea\u9488\u5bf9\u5185\u5b58":95,"\u53ea\u9700\u4e2d\u65ad":125,"\u53ea\u9700\u5728\u7f16\u8bd1\u65f6\u9700\u914d\u5236\u4e0b\u9762\u8fd9\u4e9b\u7f16\u8bd1\u9009\u9879":120,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":125,"\u53ea\u9700\u8981":108,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":32,"\u53ea\u9700\u8981\u8bbe\u7f6e\u884c\u504f\u79fb":122,"\u53ea\u9700\u8981\u94fe\u63a5":120,"\u53ea\u9700\u8fdb\u884c\u524d\u5411\u8ba1\u7b97\u800c\u65e0\u9700\u8c03\u7528\u53cd\u5411\u8ba1\u7b97":123,"\u53ef\u4ee5":[82,99,105,110,114],"\u53ef\u4ee5\u4ece":99,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":101,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":97,"\u53ef\u4ee5\u4f7f\u7528":[97,123,124],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":101,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":97,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":97,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":133,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":128,"\u53ef\u4ee5\u5148\u4f7f\u7528":96,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":32,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":95,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":127,"\u53ef\u4ee5\u521b\u5efa\u975e":112,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":99,"\u53ef\u4ee5\u53c2\u8003":[99,105,108,109,110],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":93,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":102,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":113,"\u53ef\u4ee5\u542b\u6709\u4e00\u6761\u6216\u591a\u6761\u6837\u672c":122,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":118,"\u53ef\u4ee5\u5728":[98,125],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":65,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":128,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":82,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":110,"\u53ef\u4ee5\u5728event_handler\u4e2d":95,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":124,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":113,"\u53ef\u4ee5\u5c06cmake":117,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":107,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":112,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":99,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":118,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":109,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":99,"\u53ef\u4ee5\u6267\u884c":[92,101],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":114,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":98,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":109,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":33,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":98,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":105,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":98,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":98,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[104,107],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":107,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":124,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":111,"\u53ef\u4ee5\u662f\u6574\u578b":122,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":107,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":117,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":107,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":133,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":32,"\u53ef\u4ee5\u67e5\u770b":128,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":127,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":135,"\u53ef\u4ee5\u7528":[48,109],"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":33,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":110,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":118,"\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c":123,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":104,"\u53ef\u4ee5\u770b\u51fa":124,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":117,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":118,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":82,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":95,"\u53ef\u4ee5\u8054\u7cfbop":93,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":93,"\u53ef\u4ee5\u83b7\u53d6\u7f51\u7edc\u4e2d\u5b9a\u4e49\u7684\u4efb\u610f\u591a\u4e2a":123,"\u53ef\u4ee5\u88c5\u7684\u662f":109,"\u53ef\u4ee5\u8bbe\u7f6e":[117,137,138,139],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":96,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":113,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":102,"\u53ef\u4ee5\u8fd0\u884c":124,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":98,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":135,"\u53ef\u4ee5\u901a\u8fc7":110,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":108,"\u53ef\u4ee5\u901a\u8fc7\u5728":95,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":99,"\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u8f93\u51fa\u6765\u5b8c\u6210\u81ea\u5b9a\u4e49\u7684\u8bc4\u4f30\u6307\u6807\u8ba1\u7b97\u7b49\u529f\u80fd":95,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":32,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":117,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[92,101],"\u53ef\u53c2\u8003":123,"\u53ef\u5728":120,"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":138,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":138,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":135,"\u53ef\u76f4\u63a5\u8fd0\u884c":123,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":128,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":32,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":95,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":97,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":118,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":109,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":112,"\u53ef\u8bbe\u7f6e":[137,138],"\u53ef\u8bbe\u7f6e\u4e3a":138,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":138,"\u53ef\u9009":[98,111,123,124],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":98,"\u53ef\u9009\u914d\u7f6e\u9009\u9879":120,"\u53ef\u914d\u7f6e\u4e3a":120,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":96,"\u53f3\u4fa7\u7684":82,"\u5403":105,"\u5403\u996d":105,"\u5404\u65b9\u9762":105,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":61,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":112,"\u5408":105,"\u5408\u5e76\u5165\u4e00\u4e2a\u6587\u4ef6":123,"\u5408\u5e76\u6a21\u578b\u6587\u4ef6":123,"\u5408\u7406":105,"\u540c\u4e00\u6b21\u524d\u5411":61,"\u540c\u65f6":[61,62,92,95,118],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":98,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":95,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":110,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":107,"\u540c\u65f6\u4f1a\u5f00\u542fintel":62,"\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":118,"\u540c\u65f6\u518d\u5c06":82,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":62,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":95,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":97,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":109,"\u540c\u65f6\u63d0\u8d77":82,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":62,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":135,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":95,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":95,"\u540c\u6837":102,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":133,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":107,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":112,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":133,"\u540c\u7406":112,"\u540d\u5b57\u4fee\u9970":65,"\u540e":[97,98,110,128,137,138,139],"\u540e\u5411":61,"\u540e\u5411\u4f20\u64ad":111,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":111,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":61,"\u540e\u7f00\u4e3a":124,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":95,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":95,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":112,"\u540e\u8005\u7ee7\u627f\u81ea":112,"\u540e\u9988":124,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":32,"\u5411\u91cf":122,"\u5411\u91cfenable_parallel_vector":132,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":82,"\u5417":109,"\u5426\u5219":[112,137,139],"\u5426\u5219\u4f1a\u628a":110,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":133,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":133,"\u5426\u5219\u4f7f\u7528gpu":135,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":108,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":65,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":125,"\u542b\u4e49":117,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":111,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":111,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":111,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":32,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":125,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":128,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":133,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":133,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":129,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":133,"\u5440":105,"\u5468\u56f4":105,"\u547d\u4ee4\u4e3a":[92,127],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":127,"\u547d\u4ee4\u5220\u9664":[137,138,139],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":98,"\u547d\u4ee4\u65f6":137,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":109,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":109,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":109,"\u547d\u4ee4\u884c\u4e2d\u7684":117,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":98,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":125,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":109,"\u547d\u540d\u4e3a":110,"\u547d\u540d\u89c4\u8303":112,"\u547d\u540d\u8bf7\u9075\u5b88":112,"\u548c":[33,61,62,65,66,82,95,96,97,98,105,108,109,110,111,112,113,114,117,118,120,122,124,125,135,137,139],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":105,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":102,"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":112,"\u548c\u4e2d\u6587\u6587\u6863":114,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":95,"\u548c\u504f\u7f6e\u5411\u91cf":111,"\u548c\u5185\u5b58":109,"\u548c\u5217\u53f7":122,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":104,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":117,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":104,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":124,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":108,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":109,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":62,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":105,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":33,"\u548c\u90e8\u5206layer":107,"\u548cpool":104,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":124,"\u54c1\u8d28":105,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":32,"\u54ea\u4e9b\u4e0d\u662f":105,"\u5546\u52a1":105,"\u554a":105,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":102,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":111,"\u56e0\u4e3a\u53c2\u6570":135,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":108,"\u56e0\u4e3a\u5b83\u6bd4":108,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":128,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":109,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":109,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":117,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":32,"\u56e0\u4e3ac":117,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":92,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":65,"\u56e0\u6b64":[61,105,107,111,137],"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":105,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":113,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":113,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":105,"\u56e0\u6b64\u5f53":137,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":111,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":132,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":92,"\u56fd\u5185\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u955c\u50cf\u6e90\u6765\u52a0\u901f\u8bbf\u95ee":99,"\u56fe1":[122,123],"\u56fe2":122,"\u56fe\u50cf\u5206\u7c7b":82,"\u56fe\u8868":99,"\u5728":[61,62,66,82,104,105,108,109,110,112,117,122,123,124,138],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":32,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":127,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":111,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":124,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":117,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":133,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":33,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":105,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":112,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":127,"\u5728\u4e4b\u540e\u7684":95,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":99,"\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":124,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":124,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":124,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":124,"\u5728\u4f7f\u7528\u65f6":96,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":102,"\u5728\u4f7f\u7528c":120,"\u5728\u4f7f\u7528paddlepaddl":120,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":82,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":111,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":113,"\u5728\u51c6\u5907\u53d1\u8d77":110,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":32,"\u5728\u51fd\u6570":128,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":133,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":133,"\u5728\u521b\u5efaparameters\u540e":97,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":105,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":133,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":133,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":105,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":95,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":105,"\u5728\u542f\u52a8job\u4e4b\u524d":128,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":117,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":110,"\u5728\u56fe\u50cf\u4efb\u52a1\u4e2d":96,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":133,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":124,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":102,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":102,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":62,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":66,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":96,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":99,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":128,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":128,"\u5728\u5bf9\u5e94\u7684":61,"\u5728\u5c42\u4e2d\u6307\u5b9a":135,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":61,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":107,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":33,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":32,"\u5728\u5f02\u6b65sgd\u4e2d":124,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":66,"\u5728\u5f53\u524d":95,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":111,"\u5728\u5f97\u5230":128,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":32,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":32,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":108,"\u5728\u6267\u884c\u65f6":113,"\u5728\u63d0\u4ea4":110,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":102,"\u5728\u65e0\u7279\u6b8a\u9700\u6c42\u60c5\u51b5\u4e0b":120,"\u5728\u6709\u666e\u901a\u7684cpu":62,"\u5728\u672c\u4f8b\u4e2d":[105,110,135],"\u5728\u672c\u6559\u7a0b\u4e2d":108,"\u5728\u672c\u6587\u6863\u4e2d":48,"\u5728\u672c\u793a\u4f8b\u4e2d":105,"\u5728\u672c\u8282\u4e2d":108,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":33,"\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b":95,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":133,"\u5728\u6837\u4f8b\u4e2d":66,"\u5728\u6b64":[132,135],"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":108,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":105,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":108,"\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":128,"\u5728\u6d4b\u8bd5\u9636\u6bb5":133,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":110,"\u5728\u751f\u6210\u65f6":108,"\u5728\u7528\u6237\u4f7f\u7528c":66,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":97,"\u5728\u76f8\u5e94layer\u7684":96,"\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u7b49\u4e8e\u4e00\u6b21\u9884\u6d4b\u5904\u7406\u7684\u6837\u672c\u6570":122,"\u5728\u7a0b\u5e8f\u5b9e\u73b0\u4e2d\u90fd\u4f1a\u8f6c\u5316\u4e3a\u4e8c\u7ef4\u77e9\u9635":122,"\u5728\u7b2c\u4e8c\u4e2atab":82,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":124,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":33,"\u5728\u7ec4\u5408\u65f6":102,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":123,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165\u65f6":122,"\u5728\u7ec8\u7aef\u6267\u884c":123,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[137,139],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":111,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":104,"\u5728\u8bad\u7ec3\u4e2d":108,"\u5728\u8bad\u7ec3\u4e4b\u524d":128,"\u5728\u8bad\u7ec3\u65f6":127,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":62,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":128,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":133,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u53c2\u6570\u7684\u6743\u91cd\u548c\u68af\u5ea6":95,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u67d0\u4e00\u4e2alayer\u7684output":95,"\u5728\u8bbe\u7f6e":[137,138,139],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":82,"\u5728\u8be5\u793a\u4f8b\u4e2d":97,"\u5728\u8be5\u914d\u7f6e\u76847":105,"\u5728\u8c03\u7528":123,"\u5728\u8c03\u7528c":123,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":118,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":107,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":117,"\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":123,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":113,"\u5728\u8fd9\u4e2a":82,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[111,127],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":105,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":65,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":118,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":108,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":82,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":66,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":66,"\u5728\u8fd9\u4e9blayer\u4e2d":105,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":113,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":113,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[108,111],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":107,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":127,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":128,"\u5728\u8fd9\u91cc":107,"\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":111,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":113,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":113,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":124,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":102,"\u5728\u91c7\u7528sgd":97,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":62,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":61,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":135,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":95,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":137,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":137,"\u5728batch":61,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":92,"\u5728c":[65,122],"\u5728c\u7684\u5934\u6587\u4ef6":65,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[137,138],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":98,"\u5728eigen\u4e2d":113,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":138,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":138,"\u5728main":117,"\u5728packing\u4e0a\u7684\u8017\u65f6":61,"\u5728paddl":128,"\u5728paddle\u4e2d":135,"\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":33,"\u5728paddlepaddl":122,"\u5728paddlepaddle\u4e2d":[102,107],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":96,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":96,"\u5728paddlepaddle\u5185\u90e8":[122,123],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":105,"\u5728paramet":32,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":112,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":61,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":107,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":107,"\u5728trainer":135,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":124,"\u5730\u6bb5":105,"\u5730\u7406\u4f4d\u7f6e":105,"\u5730\u94c1\u7ad9":105,"\u5747\u4f1a\u5b58\u653e\u4e8e":120,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":66,"\u5747\u5300\u5206\u5e03":97,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":133,"\u5747\u662f\u5728":66,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":105,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":105,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":107,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":48,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[103,123],"\u57fa\u7840\u4e0a":122,"\u57fa\u7c7b":112,"\u586b\u5199":110,"\u589e\u52a0":112,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":127,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":112,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":135,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":111,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":118,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":107,"\u5907\u6ce8":118,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":118,"\u5916\u5c42\u5e8f\u5217\u5728":122,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":105,"\u5916\u5c42outer_step\u4e2d":105,"\u5916\u90e8\u5b58\u50a8":62,"\u591a\u4e2a":123,"\u591a\u4e2a\u503c":33,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":95,"\u591a\u4e2a\u6392\u6210\u4e00\u5217\u7684\u5143\u7d20":122,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":95,"\u591a\u4e2aip\u4f7f\u7528":124,"\u591a\u4e2aparamet":32,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":107,"\u591a\u673a\u8bad\u7ec3":95,"\u591a\u6b21\u8c03\u7528":61,"\u591a\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":123,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":107,"\u5927\u4e8e\u7b49\u4e8e\u4e00\u4e2a":123,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":111,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":111,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":111,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":65,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":109,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":99,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":95,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":109,"\u5927\u90e8\u5206":117,"\u5929":105,"\u5929\u4e00\u5e7f\u573a":105,"\u5929\u4e00\u9601":105,"\u5934\u4fe1\u606f\u4e2d":97,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":111,"\u5934\u6587\u4ef6\u5982\u4e0b":111,"\u597d":105,"\u597d\u5403":105,"\u5982":[108,110,112,135],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":113,"\u5982\u4e0b":124,"\u5982\u4e0b\u56fe\u6240\u793a":[105,118],"\u5982\u4e0b\u6240\u793a":135,"\u5982\u4f55\u8d21\u732e":115,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":115,"\u5982\u56fe\u4e2dtrainer":32,"\u5982\u6709":112,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":111,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":32,"\u5982\u679c\u4e0d\u4e3a0":133,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":124,"\u5982\u679c\u4e0d\u4f7f\u7528docker":98,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":98,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":114,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":117,"\u5982\u679c\u4e0d\u6536\u655b":97,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":62,"\u5982\u679c\u4e3a0":133,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":98,"\u5982\u679c\u4e3afals":133,"\u5982\u679c\u4e3atrue":133,"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":98,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":110,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":101,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":133,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":108,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":135,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":133,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":138,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[137,139],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":108,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":111,"\u5982\u679c\u4f7f\u7528":123,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":98,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":98,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":65,"\u5982\u679c\u5173\u95edmkl":98,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":92,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":95,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":93,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":124,"\u5982\u679c\u5728\u4f7f\u7528mkl":62,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":101,"\u5982\u679c\u5728\u7f16\u8bd1":120,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":133,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":133,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":133,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":97,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":112,"\u5982\u679c\u5931\u8d25":82,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":62,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":32,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":95,"\u5982\u679c\u5c0f\u4e8e75m":92,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":128,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":32,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":124,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":93,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":99,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":99,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":98,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":109,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":99,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":118,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":98,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":118,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":118,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":113,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":105,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":118,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":109,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":118,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":95,"\u5982\u679c\u63d0\u793a\u6b63\u786e":114,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":93,"\u5982\u679c\u662f\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":122,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":33,"\u5982\u679c\u662f\u7528\u7f16\u8bd1\u65f6\u6307\u5b9acpu\u7248\u672c":120,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":107,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":107,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":110,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":82,"\u5982\u679c\u672a\u8bbe\u7f6e":133,"\u5982\u679c\u672a\u8bbe\u7f6egpu":135,"\u5982\u679c\u673a\u5668\u4e2d\u5df2\u7ecf\u5b89\u88c5\u8fc7paddlepaddl":98,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":66,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":66,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":66,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":118,"\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":133,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":99,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":107,"\u5982\u679c\u6ca1\u8fc7":110,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":133,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":32,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":109,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":96,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":97,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":65,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":109,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":118,"\u5982\u679c\u795e\u7ecf\u7f51\u7edc\u6709\u591a\u4e2a\u8f93\u5165\u6216\u8005\u591a\u4e2a\u8f93\u51fa":[122,123],"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":125,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":92,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[92,101],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[92,101],"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1cpu\u7248\u672c":120,"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1gpu\u7248\u672c":120,"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":109,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":111,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":108,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":82,"\u5982\u679c\u8981\u542f\u7528gpu":124,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":110,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":110,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":97,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":97,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":133,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":110,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":65,"\u5982\u679c\u8f93\u5165\u662f\u5e8f\u5217\u6570\u636e":122,"\u5982\u679c\u8f93\u51fa\u662f\u4e00\u4e2a\u5e8f\u5217":122,"\u5982\u679c\u8f93\u51fa\u662fno":99,"\u5982\u679c\u8fd0\u884c":92,"\u5982\u679c\u8fd8\u4e0d\u884c":92,"\u5982\u679c\u9700\u8981":120,"\u5982\u679c\u9700\u8981\u5728c\u7ef4\u5ea6\u8ba1\u7b97softmax":96,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[101,103],"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":82,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":111,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":111,"\u5982\u679c\u9700\u8981\u83b7\u53d6":101,"\u5982\u679ccuda":112,"\u5982\u679clearning_rate\u592a\u5927":97,"\u5982\u679clearning_rate\u592a\u5c0f":97,"\u5982\u679cmkl":62,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":112,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":112,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":92,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":138,"\u5982\u679cparamet":32,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":110,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":95,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":110,"\u5982\u9ad8\u4eae\u90e8\u5206":118,"\u5982train":124,"\u5b50":105,"\u5b50\u53e5":107,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":107,"\u5b50\u76ee\u5f55":109,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":62,"\u5b57\u6bb5\u4e2d":128,"\u5b57\u6bb5\u4e3a\u4f8b":95,"\u5b57\u6bb5\u7684\u53d6\u503c":122,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":128,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":128,"\u5b57\u6bb5\u8bbe\u4e3a":82,"\u5b57\u7b26\u4e32":33,"\u5b58\u50a8":[33,122,123],"\u5b58\u50a8\u6d6e\u70b9\u7c7b\u578b\u8f93\u5165":123,"\u5b58\u50a8\u7684\u538b\u7f29\u6587\u4ef6":123,"\u5b58\u6570\u6570\u636e":122,"\u5b66\u4e60":109,"\u5b66\u4e60\u6210\u672c\u9ad8":65,"\u5b66\u4e60\u7387\u4e3a":97,"\u5b81\u6ce2":105,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":62,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":33,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":111,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":111,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":62,"\u5b83\u53eb\u505a":108,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":125,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":110,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":118,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":111,"\u5b83\u5b9a\u4e49\u4e86":108,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":108,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":125,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":96,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":103,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":111,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":105,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":105,"\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":125,"\u5b83\u7684":108,"\u5b83\u7684\u529f\u80fd\u662f":112,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":104,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":111,"\u5b83\u8868\u793a":109,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":62,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":111,"\u5b89\u6392":105,"\u5b89\u88c5":117,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":103,"\u5b89\u88c5\u540e":99,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":66,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":114,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":114,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[124,138],"\u5b89\u88c5\u5b8c\u6bd5\u540e":117,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":109,"\u5b89\u88c5\u6587\u6863":102,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":124,"\u5b89\u9759":105,"\u5b8c\u6210":110,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":48,"\u5b8c\u6210\u4e0a\u8ff0\u51c6\u5907\u4e4b\u540e":123,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":107,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":128,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":99,"\u5b8c\u6210\u5b89\u88c5":101,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":62,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":62,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":33,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":104,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":82,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":102,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":95,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u67e5\u770b":123,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":97,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":111,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":108,"\u5b98\u65b9\u6587\u6863":98,"\u5b9a\u4e49":62,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":107,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":62,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":107,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":96,"\u5b9a\u4e49\u4f4d\u7f6e":112,"\u5b9a\u4e49\u5728\u5916\u5c42":107,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":133,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":108,"\u5b9a\u4e49\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784":123,"\u5b9a\u4e49\u7c7b\u578b":112,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":108,"\u5b9a\u4e49\u8f93\u5165":112,"\u5b9a\u4e49\u8f93\u51fa":112,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":108,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":108,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":102,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":105,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":62,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":111,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":108,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":111,"\u5b9e\u73b0\u5728":112,"\u5b9e\u73b0\u5bf9":113,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":112,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":111,"\u5b9e\u73b0\u7684":96,"\u5b9e\u73b0\u7b80\u5355":65,"\u5b9e\u73b0\u7ec6\u8282":111,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":111,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":111,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":107,"\u5b9e\u73b0\u8be5\u5c42\u7684c":111,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":96,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":95,"\u5ba2\u6237":105,"\u5bb6":105,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":128,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":137,"\u5bbd\u5ea6":122,"\u5bbd\u5ea6\u4e3a":122,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":95,"\u5bbf\u4e3b\u673a\u7684c":[137,138,139],"\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":118,"\u5bf9":[105,123],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":102,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":102,"\u5bf9\u4e8e":108,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":124,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":124,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":65,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":105,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":109,"\u5bf9\u4e8e\u5355\u5c42rnn":105,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":105,"\u5bf9\u4e8e\u53cc\u5c42rnn":105,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":65,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":105,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":61,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":99,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":65,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":65,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":61,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":117,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":111,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":62,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":124,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":105,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":105,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":61,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":66,"\u5bf9\u4e8e\u6bcf\u79cdc":66,"\u5bf9\u4e8e\u8fd9\u6837\u7684\u9700\u6c42":123,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":108,"\u5bf9\u4e8enchw":96,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":118,"\u5bf9\u4f7f\u7528\u7684\u4e2d\u95f4\u53d8\u91cf\u548c\u8d44\u6e90\u8fdb\u884c\u6e05\u7406\u548c\u91ca\u653e":123,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":111,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":97,"\u5bf9\u53cc\u5c42\u5e8f\u5217\u6765\u8bb2":122,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":110,"\u5bf9\u5e94":138,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":107,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":107,"\u5bf9\u5e94\u4e8e\u8c03\u7528c":122,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":112,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":122,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":122,"\u5bf9\u63a8\u8350\u914d\u7f6e\u4e2d\u7684\u9009\u9879\u5efa\u8bae\u6309\u7167\u8bbe\u7f6e":120,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":61,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":111,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":111,"\u5bf9\u6bd4":65,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":61,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":61,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":112,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":111,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u6765\u8bf4":122,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":110,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":110,"\u5bf9\u8c61":97,"\u5bf9\u8c61\u5206\u914d\u7a7a\u95f4":123,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":66,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":107,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":82,"\u5bf9\u9762":105,"\u5bf9sparse_binary_vector\u548csparse_float_vector":102,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":62,"\u5bfb\u627epython\u4e0ec":117,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":66,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":95,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":95,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":95,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":92,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":97,"\u5bfc\u81f4mklml\u5e93\u4e0b\u8f7d\u4e0d\u6210\u529f":92,"\u5c01\u88c5\u4e86":118,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":111,"\u5c06":[82,97,118],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":32,"\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":108,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":124,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":137,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":137,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":133,"\u5c06\u5176\u8bbe\u7f6e\u6210":95,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":105,"\u5c06\u542b\u6709\u5b50\u53e5":107,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u5c06\u56fe\u7247\u5206\u7c7b\u5230":123,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":105,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":133,"\u5c06\u5927\u91cf\u7684":65,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":97,"\u5c06\u5b83\u4eec\u653e\u5728\u540c\u4e00\u76ee\u5f55\u4e2d":123,"\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":96,"\u5c06\u5e8f\u5217\u5316\u7ed3\u679c\u5199\u5165\u4e00\u4e2a\u6587\u4ef6\u5185":123,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":108,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":117,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":117,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":124,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":82,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":111,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":97,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":110,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":128,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":128,"\u5c06\u7528\u4e8epython":112,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":128,"\u5c06\u7f51\u7edc\u7ed3\u6784\u5b9a\u4e49\u548c\u8bad\u7ec3\u7ed3\u675f\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6":123,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":128,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":125,"\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":105,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":110,"\u5c06\u900f\u660e":125,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":95,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":99,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":128,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":82,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":129,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":97,"\u5c06recurr":96,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":62,"\u5c1a\u53ef":105,"\u5c31":105,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":98,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":117,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":99,"\u5c31\u53ef\u4ee5\u6309":109,"\u5c31\u5c06\u8fd9\u4e9b\u5c42\u52a0\u5165\u4e00\u4e2apython":123,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":95,"\u5c31\u662f":105,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":118,"\u5c31\u662fpaddlepaddle\u4e2d\u6240\u6307\u7684":122,"\u5c31\u8fd9\u4e48\u7b80\u5355":99,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":118,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":65,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":99,"\u5c3d\u65e9\u62a5\u9519":112,"\u5c42\u524d\u5411\u8ba1\u7b97\u7684\u7ed3\u679c":123,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":111,"\u5c42\u6b21\u5316\u7684rnn":107,"\u5c42\u7684\u540d\u79f0\u4e0e":108,"\u5c42\u7684\u5927\u5c0f":111,"\u5c42\u7684\u7c7b\u578b":111,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":108,"\u5c45\u7136":105,"\u5c55\u793a\u4e86\u4e00\u4e2a\u542b\u67094\u4e2a\u5e8f\u5217\u7684":122,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":117,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":96,"\u5c5e\u6027":112,"\u5de5\u4f5c\u6a21\u5f0f":133,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":125,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":124,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":82,"\u5de5\u5177\u5408\u5e76fat\u5e93":138,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":114,"\u5de5\u5177\u6765\u7ba1\u7406":110,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":114,"\u5de5\u5177\u94fe":137,"\u5de5\u5177\u94fe\u7684android":137,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":117,"\u5df2\u6253\u5f00":110,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":133,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":118,"\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":123,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":112,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":107,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":107,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":104,"\u5e38\u5e38\u51fa\u73b0":92,"\u5e38\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":122,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[137,138],"\u5e38\u89c1\u7684\u5305\u62ec":117,"\u5e72\u51c0":105,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":32,"\u5e73\u5747\u6545\u969c\u7387":32,"\u5e76\u4e0d\u4fdd\u8bc1":111,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":105,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":128,"\u5e76\u4e0d\u771f\u6b63":[122,123],"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":105,"\u5e76\u4e0d\u96be":109,"\u5e76\u4e14":108,"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":99,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":113,"\u5e76\u4e14\u4f1a\u5199\u597d":62,"\u5e76\u4e14\u4f1a\u6839\u636e":137,"\u5e76\u4e14\u4f7f\u7528":66,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":105,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":135,"\u5e76\u4e14\u5305\u62ecunit":110,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":62,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":95,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":128,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":65,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":102,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":138,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":61,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":109,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":48,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":48,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":92,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":112,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":110,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":65,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":112,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":62,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":110,"\u5e76\u4e14\u8fd0\u884c":109,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":111,"\u5e76\u4e14cpu":112,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":97,"\u5e76\u4f7f\u7528":125,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":124,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":110,"\u5e76\u521b\u5efaoptim":102,"\u5e76\u521d\u59cb\u5316":112,"\u5e76\u5220\u9664":82,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":32,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":32,"\u5e76\u53d1\u5e03\u5230pypi":82,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":101,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":124,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":111,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":108,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":61,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":111,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":96,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":33,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":112,"\u5e76\u5904\u7406\u4e0e\u4e4b\u76f8\u5173\u7684\u6240\u6709\u7ec6\u8282":123,"\u5e76\u5b89\u88c5\u4e86python":92,"\u5e76\u5b89\u88c5\u6700\u65b0":101,"\u5e76\u5b89\u88c5\u6709python2":103,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":124,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":92,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":111,"\u5e76\u5c06":82,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":108,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":96,"\u5e76\u5c06c":66,"\u5e76\u624b\u52a8\u751f\u6210download\u6210\u529f\u6807\u7b7e":92,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":99,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":32,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":62,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":127,"\u5e76\u66f4\u6362job":93,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":124,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":101,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":65,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":61,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":112,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":112,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":103,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":101,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":139,"\u5e76\u81ea\u52a8\u7f16\u8bd1paddlepaddle\u6240\u9700\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":137,"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":124,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":124,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":33,"\u5e76\u89c2\u5bdf\u7ed3\u679c":118,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":112,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":110,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":102,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":82,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":82,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":112,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":117,"\u5e8a\u4e0a\u7528\u54c1":105,"\u5e8a\u57ab":105,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":104,"\u5e8f\u5217\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":122,"\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u662f\u8bcd\u8bed":122,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":122,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u662f\u975e\u5e8f\u5217":122,"\u5e8f\u5217\u4fe1\u606f":122,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u914d\u7f6e":123,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u65f6":123,"\u5e8f\u5217\u5316\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":123,"\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":107,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":104,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":107,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":107,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":104,"\u5e8f\u5217\u8f93\u5165":122,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":95,"\u5e8f\u5217\u8f93\u5165\u793a\u610f\u56fe":122,"\u5e93\u6709\u81ea\u5df1\u72ec\u7acb\u7684\u52a8\u6001\u5e93\u6587\u4ef6":120,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":108,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":110,"\u5e94\u8be5":105,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":108,"\u5e94\u8be5\u8bf4\u8c22\u8c22":110,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":109,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":97,"\u5e95\u5c42\u8fdb\u7a0b":125,"\u5efa\u7acb\u4e00\u4e2a":110,"\u5efa\u8bae":[82,100,110],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":133,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":66,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":110,"\u5f00\u53d1\u5206\u652f":101,"\u5f00\u53d1\u8005\u4f7f\u7528":109,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":82,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":82,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":82,"\u5f00\u53d1\u955c\u50cf":110,"\u5f00\u53d1\u9884\u6d4b\u5e8f":123,"\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u94fe\u63a5":120,"\u5f00\u542f":98,"\u5f00\u5934":[61,62],"\u5f00\u5934\u7684\u90e8\u5206":124,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":124,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":32,"\u5f00\u59cb\u6807\u8bb0":108,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":124,"\u5f00\u59cb\u9636\u6bb5":118,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":132,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":61,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":66,"\u5f15\u53d1":9,"\u5f15\u5bfc\u5c42":108,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":107,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":82,"\u5f3a\u70c8\u63a8\u8350":105,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":108,"\u5f53":135,"\u5f53\u4e00\u4e2a":122,"\u5f53\u4e0a\u8ff0\u63a5\u53e3\u7b2c4\u4e2a\u53c2\u6570":122,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":111,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":97,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":108,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":97,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":111,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":105,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":124,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":124,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u6570":124,"\u5f53\u524dtrainer\u7684\u7ebf\u7a0b\u6570\u76ee":124,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":82,"\u5f53\u53ea\u505a\u63a8\u65ad":61,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":133,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":133,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":97,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":97,"\u5f53\u5f00\u542f":62,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":117,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":128,"\u5f53\u6253\u5f00":62,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":62,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":133,"\u5f53\u6a21\u5f0f\u4e3a":133,"\u5f53\u7136":[99,118],"\u5f53\u7136\u53ef\u4ee5":109,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":62,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":66,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":96,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":62,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":111,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":108,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":133,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":135,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":113,"\u5f53\u975e\u5e8f\u5217\u8f93\u5165\u65f6":122,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":48,"\u5f53n1":95,"\u5f62\u6210recurr":107,"\u5f62\u6210recurrent\u8fde\u63a5":107,"\u5f88":105,"\u5f88\u591a":[105,109],"\u5f88\u5b89\u9759":105,"\u5f88\u5e72\u51c0":105,"\u5f88\u65b9\u4fbf":105,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":118,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":93,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":65,"\u5f97":105,"\u5f97\u4f7f\u7528":65,"\u5f97\u5230\u8f93\u51fa\u503c":112,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":107,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":108,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":108,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":108,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":108,"\u5faa\u73af\u7f51\u7edc\u4ece":108,"\u5fc5\u8981":66,"\u5fc5\u9009":124,"\u5fc5\u987b":111,"\u5fc5\u987b\u5206\u522b\u4e0e":62,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":105,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":107,"\u5fc5\u987b\u6307\u5b9a\u4e3a":123,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":108,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[137,138],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":138,"\u5fc5\u987b\u914d\u7f6e\u4e3a":[120,139],"\u5fc5\u987b\u914d\u7f6e\u9009\u9879":120,"\u5feb":105,"\u6027\u4ef7\u6bd4":105,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":117,"\u6027\u80fd\u5206\u6790":118,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":118,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":118,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":109,"\u6027\u80fd\u8c03\u4f18":132,"\u6027\u80fdtip":[137,138],"\u603b\u4f53\u6765\u8bf4":105,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":99,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":118,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":101,"\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":118,"\u60a8\u53ef\u4ee5\u5728":99,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":99,"\u60a8\u53ef\u4ee5\u5bfc\u5165":118,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":129,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":118,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":124,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":108,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":118,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":118,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":118,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":118,"\u60c5\u611f\u5206\u6790":82,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":114,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":108,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":133,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":133,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":133,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":133,"\u611f\u89c9":105,"\u6210\u529f\u7f16\u8bd1\u540e":120,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":128,"\u6210\u5458":112,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":124,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":111,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":118,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":66,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":62,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":102,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":111,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":127,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":128,"\u6211\u4eec\u4ee5\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u4e3a\u4f8b\u8fdb\u884c\u4ecb\u7ecd":123,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":62,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":62,"\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":124,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":61,"\u6211\u4eec\u4f1a\u628amkl":62,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[61,62],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":111,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":111,"\u6211\u4eec\u4f7f\u7528":111,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":102,"\u6211\u4eec\u4f7f\u7528\u4e86":105,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":65,"\u6211\u4eec\u4f7f\u7528paddl":124,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":135,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":113,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":62,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":102,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":127,"\u6211\u4eec\u53ea\u9700\u8981":109,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":105,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":110,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":109,"\u6211\u4eec\u53ef\u4ee5":109,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":117,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":102,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":108,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":61,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":102,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":113,"\u6211\u4eec\u53ef\u4ee5\u5728":110,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":117,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":102,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":102,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":104,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":117,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":107,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":117,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":128,"\u6211\u4eec\u5728":113,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":108,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":108,"\u6211\u4eec\u5c06":128,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":105,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":127,"\u6211\u4eec\u5c06\u4f7f\u7528":108,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":108,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":105,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":132,"\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":122,"\u6211\u4eec\u5c06\u8bad\u7ec3\u7ed3\u675f\u540e\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u8f6c\u6362\u6210\u9884\u6d4b\u6a21\u578b":123,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":110,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":108,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":111,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":111,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":96,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":62,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":137,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[99,124],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":98,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":98,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":33,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":99,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":99,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":48,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":105,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":65,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":108,"\u6211\u4eec\u7684":109,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":110,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":105,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":105,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":110,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":104,"\u6211\u4eec\u8ba1\u5212\u5c06":61,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":62,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":48,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":113,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":127,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":108,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":105,"\u6211\u4eec\u9009\u62e9":33,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":112,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":105,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":61,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":128,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":33,"\u6211\u4eec\u9700\u8981":109,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":113,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":127,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":124,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":113,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":111,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":102,"\u6211\u5220\u9664\u4e86":110,"\u6211\u53ef\u4ee5\u7528":109,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":109,"\u6216":[118,122,138],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u6216\u4e00\u4e2a\u5411\u91cf":107,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u6216\u662f\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u8868\u793a\u8bcd\u8bed\u5728\u5b57\u5178\u4e2d\u7684\u5e8f\u53f7":122,"\u6216\u6700\u5927\u503c":104,"\u6216\u79f0\u4f5cweight":95,"\u6216\u7b2c\u4e00\u4e2a":104,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":104,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":124,"\u6216\u8005":[62,65,66,95,104,105,109,110,112,117,118,122],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[104,107],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":118,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":99,"\u6216\u8005\u53cd\u5411\u5730\u4ece":108,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":124,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":133,"\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":32,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":132,"\u6216\u8005\u5f15\u8d77\u884c\u65f6\u9519\u8bef":122,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":105,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":118,"\u6216\u8005\u66f4\u65e9":97,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":105,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":33,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":33,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":95,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[137,139],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":95,"\u6216\u8005\u8fd0\u884c":92,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":135,"\u6216activ":62,"\u6216gpu":133,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":95,"\u623f":105,"\u623f\u95f4":105,"\u6240\u4ee5":[62,82,95,99,117],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":82,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":62,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":96,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":95,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":127,"\u6240\u4ee5\u5728":62,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":32,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":105,"\u6240\u4ee5\u5bf9":105,"\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":124,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":118,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":128,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":62,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":101,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":105,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":101,"\u6240\u4ee5\u6574\u4f53\u4e0a":62,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":62,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":48,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":96,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":111,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":62,"\u6240\u4f7f\u7528":138,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":137,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":105,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":66,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":110,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":133,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":125,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":62,"\u6240\u6709\u67b6\u6784":137,"\u6240\u6709\u7684":[61,110,111],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":111,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":66,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":105,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":111,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":111,"\u6240\u6709\u76f8\u5173\u7684":61,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":66,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":111,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":108,"\u6240\u6709mkl":62,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":137,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":139,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":65,"\u624b\u5199\u6570\u5b57\u8bc6\u522b":123,"\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u5b9a\u4e49\u4e86\u4e00\u4e2a\u542b\u6709":123,"\u624b\u52a8\u4e0b\u8f7d\u4e14\u89e3\u538b\u7f29":92,"\u624b\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5":92,"\u624d\u53ef\u4ee5\u5b89\u88c5":101,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":105,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":118,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":62,"\u6253\u5f00":118,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":114,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":66,"\u6267\u884c":[82,103,120,125],"\u6267\u884c\u4e0a\u8ff0":137,"\u6267\u884c\u4e0a\u8ff0\u4ee3\u7801\u751f\u6210makefile\u6587\u4ef6\u540e":120,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":98,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":129,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":101,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":124,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":103,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":112,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":98,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":99,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[137,138,139],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":124,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":108,"\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":124,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[137,138,139],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":118,"\u627e\u5230":[98,108,124],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":93,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":118,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":118,"\u628a":[33,111],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":33,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":113,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":109,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":127,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":109,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":108,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":108,"\u62c6\u6210\u4ee5\u4e0a\u4e24\u4e2a\u9759\u6001\u94fe\u63a5\u5e93":120,"\u62c6\u89e3":107,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":105,"\u62f7\u8d1d\u5230numpi":95,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":129,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":129,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":128,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":129,"\u62fc\u63a5":95,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":99,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":124,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":117,"\u6307\u5411\u4e00\u4e2alayer":107,"\u6307\u5b9a":[95,96,107,108],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":133,"\u6307\u5b9a\u4e3a":122,"\u6307\u5b9a\u4f7f\u75282":95,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":112,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":133,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":117,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":112,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":99,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":98,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":112,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":114,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":107,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":95,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":99,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":133,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":105,"\u6307\u5f00\u542fhttp\u670d\u52a1":117,"\u6307\u6d88\u9664\u74f6\u9888":117,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":32,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":133,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":133,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":133,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":133,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":133,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":133,"\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":133,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":133,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":128,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":109,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":96,"\u6309\u7167\u57fa\u672c\u6570\u636e\u7c7b\u578b\u5728paddlepaddle\u5185\u90e8\u7684\u5b9a\u4e49\u548c\u5b9e\u73b0":122,"\u6309\u94ae":[82,110],"\u633a":105,"\u633a\u597d":105,"\u635f\u5931\u51fd\u6570\u5c42":123,"\u6362":105,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":104,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":102,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":102,"\u63a5\u4e0b\u6765":112,"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":118,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":118,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":110,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":110,"\u63a5\u4e0b\u6765\u7b49\u5f85":110,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":112,"\u63a5\u53e3":[65,66,112,113,123],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":113,"\u63a5\u53e3\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u8ba1\u7b97":123,"\u63a5\u53e3\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":66,"\u63a5\u53e3\u662f":33,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":113,"\u63a5\u53e3\u6709\u4e00\u4e2a":95,"\u63a5\u53e3\u7684":95,"\u63a5\u53e3\u8bf4\u660e\u8bf7\u67e5\u770b":122,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":48,"\u63a5\u7740\u7f16\u8bd1\u5373\u53ef":92,"\u63a7\u5236":133,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":62,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":62,"\u63a7\u5236\u7528\u6237\u6743\u9650":33,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":111,"\u63a8\u8350":105,"\u63a8\u8350\u4f7f\u7528\u6b64\u65b9\u5f0f":120,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":98,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":98,"\u63a8\u8350\u8bbe\u7f6e\u4e3a":120,"\u63a8\u8350\u914d\u7f6e\u4e3a":120,"\u63a8\u8350\u914d\u7f6e\u9009\u9879":120,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":110,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":109,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":112,"\u63cf\u8ff0\u95ee\u9898":110,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":114,"\u63d0\u4ea4pull":110,"\u63d0\u4f9b":125,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":48,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":128,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":125,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":117,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":125,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":125,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":48,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":104,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":48,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":33,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":125,"\u63d0\u793a":92,"\u641c\u7d22\u4ee3\u7801\u5e93":114,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":102,"\u64cd\u4f5c":105,"\u64cd\u4f5c\u7cfb\u7edf":[101,109],"\u652f\u6301\u4e24\u79cd\u5e8f\u5217\u7c7b\u578b":122,"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":139,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[106,107],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":48,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":124,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":137,"\u652f\u6301\u7684\u6700\u5c0fandroid":137,"\u652f\u6301\u7ef4\u6570\u53ef\u53d8\u7684\u6570\u636e\u8f93\u5165":96,"\u652f\u6301\u7f16\u8bd1\u5668":137,"\u6539\u53d8\u7ef4\u5ea6\u987a\u5e8f":96,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":128,"\u653e\u5fc3":105,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u6548\u679c\u5982\u4e0b":117,"\u6559\u7a0b":99,"\u6570":107,"\u6570\u5b66\u5e93":120,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":107,"\u6570\u636e":[48,122,123],"\u6570\u636e\u4e2d0":97,"\u6570\u636e\u5206\u7247":124,"\u6570\u636e\u63d0\u4f9b\u5668":132,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":65,"\u6570\u636e\u8f93\u5165":[107,122],"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":48,"\u6570\u636e\u96c6":123,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":33,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":33,"\u6570\u76ee":135,"\u6574\u4f53":105,"\u6574\u4f53\u4f7f\u7528\u6d41\u7a0b":123,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":105,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":128,"\u6574\u578b\u6570\u7ec4":122,"\u6574\u6570":111,"\u6574\u6570\u6807\u7b7e":102,"\u6574\u6d01":105,"\u6587\u4ef6":[65,109,110,112,122,127],"\u6587\u4ef6\u4e2d":[112,123,128],"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":112,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":112,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":112,"\u6587\u4ef6\u4e3a":95,"\u6587\u4ef6\u4e4b\u5916":110,"\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":48,"\u6587\u4ef6\u5185\u5bb9\u4e3a":65,"\u6587\u4ef6\u540d":117,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":124,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":32,"\u6587\u4ef6\u547d\u540d\u4ee5":112,"\u6587\u4ef6\u59390":128,"\u6587\u4ef6\u5bf9\u5e94\u7684data":33,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":114,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":48,"\u6587\u4ef6\u7684\u6539\u53d8":110,"\u6587\u4ef6\u7684\u8def\u5f84\u6765\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":123,"\u6587\u4ef6model":135,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":99,"\u6587\u6863":92,"\u6587\u68631":113,"\u6587\u68632":113,"\u6587\u6863\u8f83\u5c11":113,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":114,"\u6587\u7ae0":128,"\u65b0":105,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":111,"\u65b0\u624b\u5165\u95e8":136,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":82,"\u65b0\u7248\u672c":62,"\u65b9\u4fbf":105,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":100,"\u65b9\u4fbf\u6392\u67e5\u4ee5\u53ca\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898":95,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":82,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":48,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":61,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":62,"\u65b9\u5f0f1":95,"\u65b9\u5f0f2":95,"\u65b9\u5f0f\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u5e8f\u5217\u5316\u5230\u4e00\u4e2a\u6587\u4ef6":123,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":62,"\u65b9\u6cd5\u4e00":135,"\u65b9\u6cd5\u4e09":135,"\u65b9\u6cd5\u4e8c":135,"\u65c1\u8fb9":105,"\u65e0":105,"\u65e0\u5ef6\u8fdf":133,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":65,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":33,"\u65e0\u8bba\u662f\u4ece":33,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":33,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":62,"\u65e0\u9700\u5173\u5fc3\u548c\u5904\u7406\u5e8f\u5217\u4fe1\u606f":122,"\u65e0\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":122,"\u65e0\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":122,"\u65e0\u9ed8\u8ba4\u503c":[137,139],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":93,"\u65e9\u9910":105,"\u65f6":[32,61,62,95,97,104,108,111,120,122,128,133,137],"\u65f6\u4e00\u8d77\u66f4\u65b0":62,"\u65f6\u4f7f\u7528openblas\u6570\u5b66\u5e93":120,"\u65f6\u5019":105,"\u65f6\u5982\u4f55\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":122,"\u65f6\u6709\u6548":138,"\u65f6\u88ab\u8bad\u7ec3\u7684":111,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":135,"\u65f6\u95f4":105,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":105,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":97,"\u6620\u5c04\u4e3a":109,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":111,"\u662f":[48,62,92,101,105],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":111,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":118,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":118,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":104,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":65,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":118,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":135,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":66,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":111,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":117,"\u662f\u4e00\u4e2aunbound":107,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":102,"\u662f\u4e00\u6b21\u9884\u6d4b\u63a5\u53d7\u7684\u6837\u672c\u6570\u76ee":122,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":107,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":127,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":65,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":97,"\u662f\u4f7f\u7528mkl\u6570\u5b66\u5e93":120,"\u662f\u504f\u5dee":108,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":66,"\u662f\u5411\u91cf":111,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":98,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":107,"\u662f\u5426\u4f7f\u7528":138,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":98,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":133,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":111,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":137,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[137,138],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":98,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[137,139],"\u662f\u5426\u4f7f\u80fd":138,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":98,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":112,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":124,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":133,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":98,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":133,"\u662f\u5426\u6253\u5f00":61,"\u662f\u5426\u652f\u6301gpu":98,"\u662f\u5426\u663e\u793a":133,"\u662f\u5426\u7a00\u758f":111,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":98,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":98,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":98,"\u662f\u5426\u7f16\u8bd1c":138,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":98,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":98,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":98,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":133,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":109,"\u662f\u56e0\u4e3ac99\u652f\u6301":65,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":108,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":111,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":111,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":48,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":117,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":99,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":104,"\u662f\u6211\u4eec":110,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":117,"\u662f\u6307":66,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":105,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":105,"\u662f\u6570\u636e\u8f93\u5165":108,"\u662f\u6709\u610f\u4e49\u7684":105,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":108,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":109,"\u662f\u7528\u6237\u4f7f\u7528c":66,"\u662f\u7684":109,"\u662f\u77e9\u9635":111,"\u662f\u795e\u7ecf\u7f51\u7edc\u5b9a\u4e49\u65f6":122,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":111,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":111,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":111,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":111,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":111,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":111,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":111,"\u662f\u8f93\u5165":108,"\u662f\u8fd9\u4e00\u7c7b\u7684":96,"\u662f\u8fdb\u884c\u8ba1\u7b97\u7684\u57fa\u672c\u5355\u4f4d":122,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":118,"\u662fc":66,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":107,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":118,"\u662fpaddlepaddle\u4e2d\u5355\u5c42\u5e8f\u5217\u548c\u53cc\u5c42\u5e8f\u5217\u5b58\u50a8\u793a\u610f\u56fe":122,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":107,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":111,"\u662frnn\u72b6\u6001":108,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":61,"\u663e\u7136":117,"\u665a":105,"\u6682\u4e0d\u8003\u8651\u5728\u5185":95,"\u6682\u65e0":101,"\u6682\u65f6\u4e0d\u652f\u6301python3":101,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":32,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":66,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":109,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":92,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":113,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":107,"\u66f4\u5feb":108,"\u66f4\u65b0":92,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":109,"\u66f4\u65b0\u6a21\u5f0f":95,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":114,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":95,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":97,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":103,"\u66f4\u8fdb\u4e00\u6b65":107,"\u66f4\u9ad8":108,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":107,"\u6700":105,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":128,"\u6700\u540e":[99,110,111,124],"\u6700\u540e\u4e00\u4e2a":104,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":102,"\u6700\u540e\u518d\u8c03\u7528mutabl":113,"\u6700\u540e\u5220\u9664":82,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":111,"\u6700\u540e\u8ba1\u7b97softmax":96,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":138,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":133,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":65,"\u6700\u65b0\u7684\u4ee3\u7801":110,"\u6700\u65b0\u7684paddlepaddl":[92,99],"\u6700\u7ec8":111,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":107,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":102,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":107,"\u6708\u6e56":105,"\u6709":105,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[137,138,139],"\u6709\u4e24\u79cd\u65b9\u6cd5":98,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":111,"\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":111,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":95,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":109,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[137,138],"\u6709\u5173":105,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":137,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":102,"\u6709\u52a9\u4e8e\u5728\u8bad\u7ec3\u65f6\u89c2\u5bdf\u5177\u4f53\u6570\u503c":95,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":125,"\u6709\u591a\u96be":109,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[61,62],"\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":109,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":109,"\u6709\u6807\u51c6\u7684":65,"\u6709\u7684\u65f6\u5019":65,"\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":118,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":92,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":117,"\u670d\u52a1":105,"\u670d\u52a1\u5458":105,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":124,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":97,"\u672a\u8bbe\u7f6e":138,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":105,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":82,"\u672c\u5730":[92,101],"\u672c\u5730\u6d4b\u8bd5":132,"\u672c\u5730\u8bad\u7ec3":[122,132],"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":94,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":135,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":112,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":108,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":105,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":109,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":105,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":105,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":128,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":124,"\u672c\u6587\u6863\u5c06\u4ee5linux":137,"\u672c\u6587\u6863\u63cf\u8ff0paddl":66,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":138,"\u672c\u6765":105,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":128,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":128,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":128,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":105,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":105,"\u673a\u5668\u4e0a\u4ee5\u53ca":139,"\u673a\u5668\u7684\u8bbe\u5907":135,"\u673a\u5668\u7ffb\u8bd1":82,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":133,"\u6765":105,"\u6765\u4e3a\u4e00\u4e2a":122,"\u6765\u4ee3\u66ff":110,"\u6765\u4f20\u8f93\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u4e2d\u5b9a\u4e49\u7684\u7f51\u7edc\u7ed3\u6784\u548c\u76f8\u5173\u53c2\u6570":123,"\u6765\u4f7f\u7528dropout":96,"\u6765\u4f7f\u7528dropout\u7684":96,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":32,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":111,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":61,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":118,"\u6765\u521d\u59cb\u5316\u53c2\u6570":97,"\u6765\u542f\u52a8\u548c":109,"\u6765\u5b58\u50a8":122,"\u6765\u5b58\u50a8\u6570\u636e":[122,123],"\u6765\u5b8c\u6210\u524d\u5411\u548c\u53cd\u5411\u8ba1\u7b97":123,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":102,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u6765\u5b9e\u73b0":62,"\u6765\u5b9e\u9645\u5b58\u50a8\u6570\u636e":[122,123],"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":105,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[137,138],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":111,"\u6765\u6267\u884c":109,"\u6765\u63cf\u8ff0\u7684":113,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":112,"\u6765\u63cf\u8ff0\u8f93\u5165":122,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":102,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":117,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":117,"\u6765\u6ce8\u518c\u8be5\u5c42":111,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":135,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":109,"\u6765\u7279\u6307":122,"\u6765\u7279\u6307\u8c03\u7528paddlepaddl":123,"\u6765\u7279\u6307paddlepaddl":123,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":122,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":122,"\u6765\u7279\u6307paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u4e00\u4e2a\u8f93\u5165":122,"\u6765\u786e\u4fdd\u628a":65,"\u6765\u786e\u5b9a\u7a00\u758f\u77e9\u9635\u7684\u5185\u5bb9":122,"\u6765\u7f16\u8bd1":109,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":111,"\u6765\u8868\u793a":108,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":65,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":95,"\u6765\u8ba1\u7b97\u68af\u5ea6":111,"\u6765\u8bb0\u5f55\u8f93\u5165":122,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":105,"\u6765\u8bbe\u7f6e":97,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":33,"\u6765\u8bfb\u53d6\u4e00\u4e2a":122,"\u6765\u8c03\u6574":110,"\u6765\u8c03\u7528":109,"\u6765\u8fd0\u884c\u5305\u62ec":109,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":109,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":118,"\u6765\u8fd0\u884c\u955c\u50cf":99,"\u6765\u8fdb\u884c\u8ba8\u8bba":66,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":95,"\u676f\u5b50":105,"\u6784\u5efa":137,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":137,"\u6784\u5efa\u76ee\u6807\u4e3a":138,"\u6784\u6210\u4e00\u4e2a\u5e8f\u5217":122,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":104,"\u6784\u9020":128,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":112,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":112,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":138,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":138,"\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":105,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":132,"\u67e5\u770b":110,"\u67e5\u770b\u5305\u7684\u5927\u5c0f":92,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":110,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":110,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":110,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":93,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":127,"\u67e5\u770blatest":82,"\u6807\u51c6":101,"\u6807\u51c6\u5dee\u4e3a":97,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":82,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":117,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":117,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":133,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":117,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":117,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":117,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":109,"\u6838\u5fc3\u4ee3\u7801\u7f16\u8bd1\u6210\u94fe\u63a5\u5e93":120,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":137,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":135,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":128,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":133,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":113,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":132,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":133,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":133,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":127,"\u6839\u636eport":124,"\u683c\u5f0f":133,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":62,"\u683c\u5f0f\u5b58\u50a8":122,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":112,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":138,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":138,"\u68af\u5ea6\u4f1a\u5c31\u5730":111,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":124,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":133,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":111,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":133,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":111,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":111,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":32,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":112,"\u697c\u5c42":105,"\u6982\u5ff5\u4e0a":123,"\u6982\u5ff5\u4e0a\u53ef\u4ee5\u5c06":122,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":113,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":95,"\u6a21\u578b\u4e2d\u6240\u6709\u53ef\u5b66\u4e60\u53c2\u6570\u4f1a\u88ab\u5b58\u4e3a\u4e00\u4e2a\u538b\u7f29\u6587\u4ef6":123,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":32,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":32,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":125,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":108,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":108,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":108,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":108,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":102,"\u6a21\u578b\u914d\u7f6e":[0,94],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":65,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":117,"\u6a2a\u5411\u62fc\u63a5":95,"\u6b21":105,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":61,"\u6b22\u8fce\u901a\u8fc7":110,"\u6b63\u5728\u7b49\u5f85\u672a\u5b8c\u6210\u7684\u4efb\u52a1":92,"\u6b63\u5e38\u60c5\u51b5\u4e0b\u662f75m":92,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":92,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":132,"\u6b64\u547d\u4ee4\u5c06\u5728":137,"\u6b64\u5904\u90fd\u4e3a2":105,"\u6b64\u5916":[96,109,110,137],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":117,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":118,"\u6b64\u65b9\u6cd5\u4e0d\u80fd\u83b7\u53d6":95,"\u6b64\u65f6\u53ea\u9700\u8981":109,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":95,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":97,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":62,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":32,"\u6b64\u76ee\u5f55":123,"\u6b64\u793a\u4f8b":123,"\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":93,"\u6b65\u9aa4":95,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":107,"\u6bb5\u843d\u662f\u7531\u53e5\u5b50\u6784\u6210\u7684\u5e8f\u5217":122,"\u6bcf\u4e00\u4e2a":[82,123],"\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u53c8\u542b\u6709\u82e5\u5e72\u4e2a\u5185\u5c42\u5e8f\u5217":122,"\u6bcf\u4e00\u4e2a\u5e8f\u5217\u5728\u6574\u4e2a":122,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":33,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":105,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":105,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":125,"\u6bcf\u4e00\u4e2a\u8f93\u5165":[122,123],"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":95,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":117,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":105,"\u6bcf\u4e00\u884c\u5143\u7d20\u5728":122,"\u6bcf\u4e2a":62,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":33,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u6bcf\u4e2a\u5355\u5c42rnn":107,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":124,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":105,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":108,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":108,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":105,"\u6bcf\u4e2a\u5c42\u5728\u5176":111,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":133,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":107,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":105,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":111,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":105,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":105,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":62,"\u6bcf\u4e2a\u72b6\u6001":107,"\u6bcf\u4e2a\u7ebf\u7a0b":133,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":133,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":133,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":111,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":111,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":124,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":110,"\u6bcf\u4e2adata":33,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":62,"\u6bcf\u4e2aparamet":32,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":128,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":32,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":124,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":124,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":124,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":124,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":133,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":135,"\u6bcf\u6279\u6b21":133,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":110,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":110,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":61,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":117,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":33,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":111,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":133,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":133,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":133,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":133,"\u6bcf\u969410\u5206\u949f":32,"\u6bcfdot":133,"\u6bcflog":133,"\u6bcfsave":133,"\u6bcftest":133,"\u6bd4\u5982":[33,62,93,95,99,109,110],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":105,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":62,"\u6bd4\u5982\u5728":99,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":110,"\u6bd4\u5982\u5c06":82,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":138,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[137,139],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":32,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":33,"\u6bd4\u5982\u8282\u70b9\u7684id":124,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":97,"\u6bd4\u5982cento":101,"\u6bd4\u5982fpe":93,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":110,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":33,"\u6bd4\u5982pil\u5e93\u7b49":124,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":117,"\u6c34\u6e29":105,"\u6c49\u5ead":105,"\u6ca1":105,"\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":61,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[92,101],"\u6ca1\u6709\u8bbe\u7f6e":[137,139],"\u6ce8":[32,82,99,122],"\u6ce8\u518c":112,"\u6ce8\u518ccpu":112,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[61,62],"\u6ce8\u518cop":112,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":112,"\u6ce8\u610f":[62,95,98,102,108,111,114,117,123,124,128,137,138,139],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":128,"\u6ce8\u610f\u4e8b\u9879":122,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":135,"\u6ce8\u610fnode":128,"\u6ce8\u91ca":112,"\u6cf3\u6c60":105,"\u6d41":105,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":110,"\u6d44":105,"\u6d4b\u8bd5":110,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":62,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":133,"\u6d4b\u8bd5\u662f":110,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":82,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":62,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":135,"\u6d4b\u8bd5model_list":132,"\u6d4b\u8bd5oper":112,"\u6d4b\u8bd5save_dir":132,"\u6d6e\u70b9\u578b\u6570\u636e":33,"\u6d6e\u70b9\u578b\u7a00\u758f\u77e9\u9635":122,"\u6d6e\u70b9\u578b\u7a20\u5bc6\u77e9\u9635":122,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":95,"\u6d6e\u70b9\u6570":122,"\u6d6e\u70b9\u6570\u5411\u91cf\u7b49":122,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":111,"\u6df1\u5165paddlepaddl":62,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":117,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":117,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":108,"\u6dfb\u52a0":61,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":112,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":128,"\u6dfb\u52a0\u5e8f\u5217\u4fe1\u606f":122,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[61,62],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":112,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":112,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":112,"\u6e05\u7406":109,"\u6e05\u7406\u548c\u7ed3\u675f":123,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":92,"\u6e29\u99a8":105,"\u6e90\u4ee3\u7801\u683c\u5f0f":110,"\u6e90\u5e8f\u5217":108,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":109,"\u6f5c\u5728\u4f1a\u5f15\u8d77\u672a\u5b9a\u4e49\u884c\u4e3a":122,"\u6fc0\u6d3b":111,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":62,"\u6fc0\u6d3b\u65b9\u7a0b":111,"\u6fc0\u6d3b\u7684\u7c7b\u578b":111,"\u70b9\u51fb":[82,101],"\u70b9\u51fb\u8fd9\u91cc":114,"\u70ed\u60c5":105,"\u7136\u540e":[118,125],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":124,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":107,"\u7136\u540e\u4f7f\u7528":138,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":113,"\u7136\u540e\u5355\u51fb":110,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":129,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":128,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":105,"\u7136\u540e\u5728\u524d\u5411":61,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":99,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":97,"\u7136\u540e\u5728etcd\u7684":32,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":92,"\u7136\u540e\u5b9a\u4e49":108,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":128,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":96,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":48,"\u7136\u540e\u6240\u6709\u7528":110,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":48,"\u7136\u540e\u6253\u5370\u8f93\u51fa":102,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":82,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":110,"\u7136\u540e\u70b9\u51fb":[82,110],"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":128,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":111,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":128,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":128,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":92,"\u7136\u800c":[108,133],"\u7248\u672c":[98,101,109,138],"\u7248\u672c\u4e3acpu_avx_mkl":99,"\u7248\u672c\u4e3acpu_avx_openbla":[101,103],"\u7248\u672c\u5206\u652f":82,"\u7248\u672c\u53f7":82,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":82,"\u7248\u672c\u53f7rc":82,"\u7248\u672c\u5728":110,"\u7248\u672c\u8bf4\u660e":101,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":82,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":95,"\u7279\u6307":123,"\u7279\u6709\u7684\u8bbe\u5907id":62,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":100,"\u72ec\u7acb\u5de5\u5177\u94fe":137,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":137,"\u73af\u5883\u53d8\u91cf":124,"\u73af\u5883\u53d8\u91cf\u4e2d":120,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":95,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":61,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":65,"\u7406\u89e3":109,"\u7406\u89e3\u4e3a\u4e00\u4e2a\u4e00\u7ef4\u7684\u6574\u578b\u6570\u7ec4":122,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":118,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":33,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":33,"\u751f\u4ea7\u955c\u50cf":110,"\u751f\u6210":128,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":65,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":114,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":108,"\u751f\u6210\u6587\u6863":65,"\u751f\u6210\u7684":33,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":117,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":128,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":95,"\u751f\u6210\u7ed9\u5b9a":33,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":111,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":110,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":117,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":112,"\u751f\u6210api\u6587\u6863":65,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":48,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":117,"\u7528":48,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":111,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":135,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":96,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":133,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":112,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":62,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":124,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":133,"\u7528\u4e8e\u7ba1\u7406mkl":62,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":96,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":108,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":124,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":61,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":62,"\u7528\u4e8emkl":[61,62],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":108,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":105,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":117,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":33,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":33,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4f7f\u7528paddlepaddle\u63d0\u4f9b\u7684\u5b98\u65b9\u5f00\u53d1\u955c\u50cf":137,"\u7528\u6237\u4eceapp":138,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":107,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":114,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":137,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":114,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":66,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":33,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":66,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":133,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":135,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":137,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":98,"\u7528\u6237\u53ef\u5c06":137,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":138,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":137,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":137,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":137,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":96,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":92,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":33,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":97,"\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":128,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":92,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":48,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[137,138,139],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[96,97],"\u7528\u6237\u901a\u8fc7c":66,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":135,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[137,139],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":92,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":137,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":109,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":111,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":117,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":128,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":100,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":117,"\u7531":[96,107,122],"\u7531\u4e8e":120,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":61,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":105,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":32,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":105,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":111,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":32,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":137,"\u7531\u4e8ec":65,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":48,"\u7531\u4e8eeigen":113,"\u7531\u4e8emkl":62,"\u7531\u4e8epypi":82,"\u7531\u4e8estep":107,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":113,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":62,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":104,"\u7531\u94fe\u63a5\u65b9\u5f0f\u51b3\u5b9a":120,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":48,"\u7535\u8111":105,"\u767b\u5f55\u5230head\u8282\u70b9":129,"\u7684":[101,105,109,110,113,122,123,125,128,138],"\u7684\u4e00\u4e2a\u5b50\u96c6":62,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":107,"\u7684\u4e3a0":133,"\u7684\u4efb\u4e00\u4e00\u79cd":95,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":113,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":104,"\u7684\u4fe1\u606f":62,"\u7684\u503c":[137,138,139],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":137,"\u7684\u504f\u7f6e\u5411\u91cf":111,"\u7684\u5171\u4eab\u5df2\u7ecf\u52a0\u8f7d\u7684\u9884\u6d4b\u6a21\u578b":123,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":112,"\u7684\u5185\u5b58":95,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":128,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":118,"\u7684\u522b\u540d":[1,2,4,16,20,23],"\u7684\u5355\u5143\u6d4b\u8bd5":112,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":62,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":133,"\u7684\u53d8\u6362\u77e9\u9635":111,"\u7684\u540d\u79f0\u76f8\u540c":108,"\u7684\u5411\u91cf":111,"\u7684\u542f\u52a8\u53c2\u6570":128,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":128,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":117,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":65,"\u7684\u5730\u65b9":110,"\u7684\u5747\u5300\u5206\u5e03":97,"\u7684\u57fa\u672c\u903b\u8f91":62,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":124,"\u7684\u5934\u6587\u4ef6":65,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":62,"\u7684\u5b9e\u73b0":112,"\u7684\u5de5\u4f5c\u6d41\u7a0b\u5982\u56fe1\u6240\u793a":123,"\u7684\u5e73\u5747\u503c":104,"\u7684\u5e8f\u5217":122,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":105,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":110,"\u7684\u5f00\u53d1\u6d41\u7a0b":109,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":112,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":117,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":117,"\u7684\u6027\u80fd\u6709\u95ee\u9898":117,"\u7684\u60c5\u51b5\u4e0b":61,"\u7684\u63a5\u53e3\u6837\u5f0f":65,"\u7684\u63a5\u53e3\u8bf7\u67e5\u770b":122,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":110,"\u7684\u64cd\u4f5c":113,"\u7684\u6570\u636e\u6d41\u56fe":33,"\u7684\u6570\u76ee\u4e00\u81f4":104,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":110,"\u7684\u65b9\u7a0b":111,"\u7684\u65f6\u5019":62,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":95,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":105,"\u7684\u6700\u5c0f\u503c":133,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":110,"\u7684\u6784\u9020\u51fd\u6570":112,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":108,"\u7684\u6837\u5f0f":110,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":107,"\u7684\u6839\u76ee\u5f55":138,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":62,"\u7684\u683c\u5f0f\u5b58\u50a8":62,"\u7684\u6982\u5ff5":62,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":107,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":127,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":110,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":65,"\u7684\u7248\u672c":[82,109,139],"\u7684\u72b6\u6001":107,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":137,"\u7684\u77e9\u9635":[95,111],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":111,"\u7684\u7a20\u5bc6\u77e9\u9635":122,"\u7684\u7a20\u5bc6\u77e9\u9635\u662f\u4e00\u4e2a\u7531":122,"\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":123,"\u7684\u7b2ci\u4e2a\u503c":111,"\u7684\u7b2cj\u4e2a\u503c":111,"\u7684\u7cfb\u7edf":109,"\u7684\u7ed3\u679c":61,"\u7684\u7f16\u5199":124,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":137,"\u7684\u7f29\u5199":48,"\u7684\u7f51\u7edc\u6a21\u578b":61,"\u7684\u89c4\u8303":65,"\u7684\u89d2\u5ea6":33,"\u7684\u8ba1\u7b97\u4ee3\u7801":113,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":112,"\u7684\u8bdd":95,"\u7684\u8be6\u7ec6\u4fe1\u606f":117,"\u7684\u8f93\u5165":107,"\u7684\u8f93\u51fa":[95,118],"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":118,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":108,"\u7684\u8f93\u51fa\u683c\u5f0f":105,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":108,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":95,"\u7684\u8fd0\u884c\u73af\u5883":109,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":110,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":33,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":109,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":110,"\u7684cpu":112,"\u7684docker\u955c\u50cf":99,"\u7684flag":[61,62],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":124,"\u7684paddlepaddle\u5e93":137,"\u7684vanilla":61,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":124,"\u76ee\u524d":107,"\u76ee\u524d\u4f7f\u7528":110,"\u76ee\u524d\u53ea\u8003\u8651":62,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":32,"\u76ee\u524d\u5728paddlepaddle\u4e2d":62,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":62,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":65,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":139,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":48,"\u76ee\u524d\u63d0\u4f9b\u4e09\u79cd\u94fe\u63a5\u65b9\u5f0f":120,"\u76ee\u524d\u652f\u6301":137,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":104,"\u76ee\u524d\u652f\u6301cento":103,"\u76ee\u524d\u652f\u6301fail":133,"\u76ee\u524d\u7684\u4f18\u5316":62,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":133,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":107,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":65,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":114,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":61,"\u76ee\u5f55":[99,109,125,127,128,137,138,139],"\u76ee\u5f55\u4e0b":[66,111,125],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":62,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":112,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":138,"\u76ee\u5f55\u4e0b\u7684\u4ee3\u7801\u793a\u4f8b":123,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":137,"\u76ee\u5f55\u4e0b\u7684python\u5305":92,"\u76ee\u5f55\u4e2d":[120,123,125],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[137,139],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":138,"\u76ee\u5f55\u4e2d\u7684":118,"\u76ee\u5f55\u4e2dpaddl":128,"\u76ee\u5f55\u548c":[137,138,139],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":128,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":137,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":139,"\u76ee\u6807\u5411\u91cf":108,"\u76ee\u6807\u5de5\u5177\u94fe":137,"\u76ee\u6807\u673a\u7248protobuf\u5e93":139,"\u76ee\u6807\u67b6\u6784":138,"\u76ee\u6807\u67b6\u6784abi":137,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":97,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":100,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":65,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":66,"\u76f4\u63a5\u5347\u7ea7\u5230\u66f4\u65b0\u7684\u7248\u672c":98,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":65,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":112,"\u76f4\u63a5\u8fd0\u884c":99,"\u76f8\u5173\u5c42":61,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":97,"\u76f8\u5bf9":105,"\u76f8\u5f53":105,"\u76f8\u6bd4":112,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":93,"\u77a7":103,"\u77e9\u9635":132,"\u77e9\u9635\u4e2d\u6bcf\u4e2a\u5143\u7d20\u7684\u503c\u968f\u673a\u751f\u6210":122,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":112,"\u77e9\u9635\u5927\u5c0f\u662f":61,"\u77e9\u9635\u662f\u5426\u662f\u4e00\u4e2a\u5e8f\u5217":122,"\u77e9\u9635\u7684\u9ad8\u5ea6":122,"\u77e9\u9635\u91cc\u7684\u5143\u7d20\u662f\u6d6e\u70b9\u6570":122,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":110,"\u78c1\u76d8\u4e0d\u591f":109,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":93,"\u793a\u4f8b":[95,97,123],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":105,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":105,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":105,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":[95,123],"\u793a\u4f8b\u5982\u4e0b":97,"\u793a\u4f8b\u7a0b\u5e8f":124,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":65,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":65,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165":122,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":123,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":32,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":102,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":102,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":95,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":113,"\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":123,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":105,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":95,"\u79bb":105,"\u79bb\u7ebf\u6279\u5904\u7406":33,"\u79f0\u4e3a":[108,110],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":137,"\u79f0\u4e4b\u4e3a":122,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":104,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":133,"\u79f0\u4f5c\u6709kernel":112,"\u79f0\u4f5ckernel":112,"\u79fb\u52a8\u7aef\u9884\u6d4b":122,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":111,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":128,"\u7a00\u758f\u768401\u5411\u91cf":102,"\u7a00\u758f\u7684\u5411\u91cf":102,"\u7a00\u758f\u77e9\u9635":122,"\u7a00\u758f\u77e9\u9635\u4f7f\u7528":122,"\u7a00\u758f\u77e9\u9635\u53ca\u76f8\u5173\u7684\u63a5\u53e3":122,"\u7a00\u758f\u77e9\u9635\u5b58\u50a8\u793a\u610f\u56fe":122,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":135,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":128,"\u7a0b\u5e8f\u4f9d\u8d56":124,"\u7a0b\u5e8f\u505c\u6b62":133,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":117,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":133,"\u7a20\u5bc6\u5411\u91cf":111,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":128,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":102,"\u7a20\u5bc6\u77e9\u9635":122,"\u7a97\u6237":105,"\u7acb\u523b\u9000\u51fa":95,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":98,"\u7ae0\u8282":137,"\u7aef\u53e3":93,"\u7aef\u6570\u636e\u7c7b\u578b":122,"\u7aef\u7684":117,"\u7aef\u8bfb\u53d6\u6570\u636e":95,"\u7b2c":105,"\u7b2c\u4e00\u4e2a":110,"\u7b2c\u4e00\u4e2a\u53c2\u6570":112,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":105,"\u7b2c\u4e00\u4e2atag\u4e3a":82,"\u7b2c\u4e00\u5929":105,"\u7b2c\u4e00\u6b65\u9700\u8c03\u7528":123,"\u7b2c\u4e00\u7ae0\u8282":102,"\u7b2c\u4e09\u4e2a\u53c2\u6570":112,"\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u9700\u8981\u6309\u7167\u4e0e\u65b9\u5f0f2\u540c\u6837\u65b9\u6cd5\u663e\u793a\u5730\u8fdb\u884c\u94fe\u63a5":120,"\u7b2c\u4e09\u65b9\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":120,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":82,"\u7b2c\u4e8c\u4e2a":95,"\u7b2c\u4e8c\u4e2a\u4e3a":82,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":112,"\u7b2c\u4e8c\u7c7b":96,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":111,"\u7b49":[62,66,93,112,123],"\u7b49\u4e8e\u6837\u672c\u6570":95,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":66,"\u7b49\u53c2\u6570":128,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":82,"\u7b49\u6587\u4ef6":66,"\u7b49\u7b2c\u4e09\u65b9\u5e93":120,"\u7b80\u5199":112,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":112,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":112,"\u7b80\u5355\u6765\u8bf4":118,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":97,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":118,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":127,"\u7b80\u76f4":105,"\u7b97\u6cd5":[95,108],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":108,"\u7ba1\u7406\u4e86\u6bcf\u4e2a\u8ba1\u7b97\u5c42\u8f93\u51fa\u7684\u5b58\u50a8\u7a7a\u95f4":123,"\u7c7b\u4f3c":[66,104],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":111,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":132,"\u7c7b\u522b\u6807\u7b7e\u4e4b\u4e00":123,"\u7c7b\u522b\u6807\u7b7e\u5c42":123,"\u7c7b\u540d\u548cc":65,"\u7c7b\u578b":[65,112,122,133],"\u7c7b\u578b\u4e3a":112,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":113,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":104,"\u7c7b\u578b\u540d\u4e3a":112,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":95,"\u7c7b\u578b\u662fsparse_binary_vector":102,"\u7c7b\u578b\u662fsparse_float_vector":102,"\u7c7b\u578b\u7684":105,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":112,"\u7c7b\u578b\u8fd8\u662f":122,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":112,"\u7c7b\u7684\u5bf9\u8c61":123,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":111,"\u7c7b\u91cd\u5199":112,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":111,"\u7cfb\u6570":112,"\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":117,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":112,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":124,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":112,"\u7ebf\u7a0bid\u53f7":135,"\u7ec6\u8282\u63cf\u8ff0":134,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":95,"\u7ed3\u5c3e":112,"\u7ed3\u675f\u6807\u8bb0":108,"\u7ed3\u675f\u9884\u6d4b\u4e4b\u540e":123,"\u7ed3\u6784\u4f53":[122,123],"\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":123,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":117,"\u7ed3\u679c\u8f93\u51fa\u5230":109,"\u7ed3\u8bba":65,"\u7ed9":105,"\u7ed9\u4e2a\u7b80\u5355\u7684":110,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":107,"\u7edf\u4e00\u7528":33,"\u7ee7\u627f\u81ea":112,"\u7ee7\u627f\u81eaoperatorbas":112,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":105,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":105,"\u7ef4\u7a7a\u95f4":108,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":108,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":95,"\u7f16\u5199":99,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":99,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":128,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":128,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":117,"\u7f16\u5199\u7684\u90e8\u5206":101,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":124,"\u7f16\u53f7\u4ece0\u5f00\u59cb":95,"\u7f16\u7801\u5411\u91cf":108,"\u7f16\u7801\u5668\u8f93\u51fa":108,"\u7f16\u7801\u6e90\u5e8f\u5217":108,"\u7f16\u8bd1":[99,109,110,121,137],"\u7f16\u8bd1\u51fa\u7684paddlepaddle\u9884\u6d4b\u5e93\u548c\u5934\u6587\u4ef6":120,"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":114,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":139,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[137,138],"\u7f16\u8bd1\u5668":[137,138,139],"\u7f16\u8bd1\u5668\u6ca1\u6709":65,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":137,"\u7f16\u8bd1\u578b\u8bed\u8a00":65,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":94,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":137,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":114,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":98,"\u7f16\u8bd1\u5de5\u5177\u94fe":137,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":139,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":117,"\u7f16\u8bd1\u6210\u529f\u540e":112,"\u7f16\u8bd1\u6210\u529f\u540e\u5728":120,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":133,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":117,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":62,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":117,"\u7f16\u8bd1\u65f6\u6307\u5b9a":117,"\u7f16\u8bd1\u751f\u6210":114,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":82,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":82,"\u7f16\u8bd1c":66,"\u7f16\u8bd1paddlepaddl":98,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":111,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":111,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":111,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":111,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":133,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":111,"\u7f51\u7edc\u63a5\u53d7\u4e00\u5e45\u56fe\u7247\u4f5c\u4e3a\u8f93\u5165":123,"\u7f51\u7edc\u7ed3\u6784\u7684\u5e8f\u5217\u5316\u7ed3\u679c\u548c\u6a21\u578b\u53c2\u6570\u5b58\u50a8\u76ee\u5f55":123,"\u7f51\u7edc\u901a\u4fe1":111,"\u7f51\u901f\u6216ssl\u94fe\u63a5\u539f\u56e0":92,"\u800c":[96,108,117],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":113,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":66,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":65,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":96,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":92,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":105,"\u800c\u4e0d\u662f\u76f8\u5bf9":122,"\u800c\u4e0d\u662fc":122,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":66,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":124,"\u800c\u4e14\u5305\u542b\u4e86c":101,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":48,"\u800c\u4e14cento":101,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":133,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":118,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":118,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":135,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":32,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":105,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":112,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":96,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":113,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":65,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":65,"\u800c\u5b89\u88c5\u5305":[92,101],"\u800c\u5b89\u88c5\u5305\u662f":[92,101],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":105,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":105,"\u800c\u5bf9\u4e8egolang":65,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":65,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":105,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":118,"\u800c\u662f\u5c06\u8f93\u5165":[122,123],"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":95,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":66,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":33,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":118,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":132,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":108,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":102,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":135,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":113,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":105,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":105,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":110,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":98,"\u800ceigenvector":113,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":107,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":65,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":102,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":102,"\u8054\u901a":124,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":107,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":107,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":107,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":96,"\u80fd\u83b7\u53d6":125,"\u811a\u672c":[109,123,137],"\u811a\u672c\u5f00\u59cb\u65f6":128,"\u811a\u672c\u96c6\u6210\u4e86\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u7684\u8fc7\u7a0b":123,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":110,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":125,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":107,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":32,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":137,"\u81ea\u52a8\u751f\u6210":114,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":108,"\u81ea\u52a8\u9009\u62e9":138,"\u81ea\u6b64":[137,138],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":109,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u53e5\u5b50\u662f\u4e00\u4e2a\u5e8f\u5217":122,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u6bb5\u843d\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":122,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":135,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":66,"\u81f3\u5c11\u5305\u542bgcc_3":101,"\u81f3\u5c11\u5305\u542bglibcxx_3":101,"\u81f3\u6b64":[105,110],"\u8212\u9002":105,"\u826f\u597d\u7684\u6587\u6863":65,"\u8282\u70b9":[124,129],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":62,"\u82e5":111,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":97,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":138,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[137,139],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":104,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":118,"\u82e5\u6709\u5fc5\u8981":111,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":138,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":137,"\u82e5\u73af\u5883\u53d8\u91cf":[137,138,139],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":96,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":104,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":104,"\u82f1\u6587\u6587\u6863":114,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":114,"\u8303\u56f4":135,"\u83b7\u53d6":110,"\u83b7\u53d6\u53ef\u9009\u7684tag":99,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":101,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":92,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":32,"\u83b7\u53d6\u6e90\u7801":109,"\u83b7\u53d6\u8f93\u51fa\u65f6":123,"\u83b7\u53d6trainer":128,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":111,"\u83b7\u5f97\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u67d0\u4e00\u5c42\u7684name":95,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":99,"\u83b7\u5f97\u5f53\u524dmini":95,"\u83b7\u5f97\u7684\u503c\u7c7b\u578b\u5747\u4e3a":95,"\u83b7\u5f97\u8ba1\u7b97\u7ed3\u679c":123,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":125,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":129,"\u865a\u62df\u673a\u4e0a":109,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":66,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":124,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":132,"\u884c":122,"\u884c\u504f\u79fb":122,"\u884c\u53f7":117,"\u8865\u5145\u4e0a\u6b21\u7684commit":110,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":111,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":111,"\u8868\u793a":112,"\u8868\u793a\u4e3adeviceid":135,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":62,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":105,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":125,"\u8868\u793a\u6570\u636e\u7c7b\u578b":112,"\u8868\u793a\u7684\u504f\u79fb\u662f\u4ee5":122,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":112,"\u8868\u793a\u8bcd\u8bed\u5728\u8bcd\u5178\u4e2d\u7684\u5e8f\u53f7":122,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":128,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":128,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":139,"\u88ab":110,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":124,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u88ab\u653e\u5728":111,"\u88ab\u79f0\u4e3a":108,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":118,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":128,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":104,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":107,"\u8981\u8c03\u7528":111,"\u89c6\u9891\u7b49":122,"\u89e3\u51b3\u529e\u6cd5\u662f":92,"\u89e3\u51b3\u65b9\u6848\u662f":97,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":128,"\u89e3\u7801\u5668\u4f7f\u7528":108,"\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":108,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":65,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":65,"\u8ba1\u5212\u5728":[61,62],"\u8ba1\u7b97":[108,124],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":108,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":111,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":96,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":108,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":111,"\u8ba1\u7b97\u8282\u70b9":124,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":124,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":111,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":111,"\u8ba1\u7b97\u8f93\u51fa":111,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":32,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":124,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":113,"\u8ba9paddle\u6838\u5fc3\u4e2d":66,"\u8bad\u7ec3":132,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":32,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":82,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":125,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":118,"\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u9ed8\u8ba4\u4fdd\u5b58\u5728\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":123,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":95,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":124,"\u8bad\u7ec3\u65f6":128,"\u8bad\u7ec3\u6a21\u578b\u540e":108,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":82,"\u8bad\u7ec3\u7a0b\u5e8f":124,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":128,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":128,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":95,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":95,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":132,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":133,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":133,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":133,"\u8bad\u7ec3dot_period":132,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":82,"\u8bb0\u5fc6\u6a21\u5757":108,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":125,"\u8bbe\u4e3a\u672c\u5730":125,"\u8bbe\u5b9a":96,"\u8bbe\u7f6e":[66,95,96,98,137,138],"\u8bbe\u7f6e\u4e3a":111,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":96,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":133,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":133,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":96,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":97,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":97,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[95,115],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":97,"\u8bbe\u7f6e\u5e8f\u5217\u4fe1\u606f\u7684\u63a5\u53e3":122,"\u8bbe\u7f6e\u6210":97,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":95,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":111,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":112,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":135,"\u8bbe\u7f6egpu":133,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":117,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":128,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":110,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":110,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":110,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":110,"\u8bc6\u522b\u6570\u5b57":82,"\u8bcd\u5411\u91cf":82,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":118,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":133,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":133,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":133,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":133,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":133,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":133,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":133,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":133,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":133,"\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":111,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":133,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":111,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":98,"\u8be5\u63a5\u53e3\u63a5\u53d7\u4e24\u4e2a\u53c2\u6570":123,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":133,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":61,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":117,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":108,"\u8be5\u7c7b\u7684":112,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":111,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":62,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":137,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":111,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":96,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":105,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":112,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":125,"\u8be6\u7ec6\u53c2\u8003":98,"\u8be6\u7ec6\u53ef\u53c2\u8003":110,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":95,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":98,"\u8be6\u7ec6\u89c1":104,"\u8be6\u7ec6\u8bbe\u8ba1":48,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":82,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":117,"\u8bf4\u660e":[32,98,101,122],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":110,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":111,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":112,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":99,"\u8bf7\u4fdd\u8bc1travi":110,"\u8bf7\u5148\u4f7f\u7528":[137,138,139],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":135,"\u8bf7\u53c2\u8003":[66,92,95,102,105,111,112,123],"\u8bf7\u53c2\u8003\u6b64":123,"\u8bf7\u53c2\u89c1":110,"\u8bf7\u53c2\u9605":108,"\u8bf7\u5728\u8be5pull":110,"\u8bf7\u5728\u8f93\u5165\u65f6\u8fdb\u884c\u5408\u6cd5\u6027\u68c0\u67e5":122,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":110,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":110,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":114,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":133,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":112,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":101,"\u8bf7\u6ce8\u610f":[108,112,127],"\u8bf7\u6ce8\u610f\u662f\u5426\u9700\u8981\u4fee\u6539\u7f51\u7edc\u7ed3\u6784":123,"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":110,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":109,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":110,"\u8bf7\u76f4\u63a5\u586b\u51450":97,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":135,"\u8bf7\u786e\u4fdd":110,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":110,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":110,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":110,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":92,"\u8bf7\u9075\u5b88":110,"\u8bf7\u91c7\u7528":110,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":135,"\u8bfb\u53d6\u9700\u8981\u7684\u7ed3\u679c\u5373\u53ef":122,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":128,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":128,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":128,"\u8c03\u7528":[111,123,138],"\u8c03\u7528\u5bf9\u5e94":113,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[137,138],"\u8c03\u7528\u7528":117,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":124,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":112,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":111,"\u8c03\u7528c":[122,123],"\u8d21\u732e\u6587\u6863":114,"\u8d77":105,"\u8d77\u59cb\u5b58\u50a8\u5730\u5740\u4ee5\u6570\u636e\u7684\u5b58\u50a8\u5927\u5c0f\u4e3a\u5355\u4f4d\u7684\u504f\u79fb":122,"\u8df3\u8f6c\u5230":110,"\u8df3\u8fc7":95,"\u8f6c\u5316\u65b9\u6cd5\u5728\u76f8\u5e94\u7684\u9886\u57df\u90fd\u6709\u901a\u7528\u89e3\u51b3\u65b9\u6848":122,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":62,"\u8f6c\u6362\u5197\u4f59":61,"\u8f6c\u6362\u51fd\u6570":62,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":33,"\u8f6c\u6362\u8017\u65f6":61,"\u8f83":105,"\u8f93\u5165":[104,108,121,123],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":117,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":107,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":107,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":95,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":105,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":105,"\u8f93\u5165\u6570\u636e\u53ef\u5206\u4e3a":122,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":105,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":135,"\u8f93\u5165\u6570\u636e\u7c7b\u578b":122,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":111,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":111,"\u8f93\u5165\u68af\u5ea6":62,"\u8f93\u5165\u7684\u540d\u5b57":111,"\u8f93\u5165\u7684\u5927\u5c0f":111,"\u8f93\u5165\u7684\u7c7b\u578b":111,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":102,"\u8f93\u51fa":[104,108,112,123],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":107,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":107,"\u8f93\u51fa\u4fe1\u606f\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":122,"\u8f93\u51fa\u51fd\u6570":108,"\u8f93\u51fa\u521b\u5efa":[122,123],"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":104,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":107,"\u8f93\u51fa\u6240\u643a\u5e26\u7684\u5e8f\u5217\u4fe1\u606f":122,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":62,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":62,"\u8f93\u51fa\u6570\u636e\u662f\u5728\u4e0a\u6587\u4ecb\u7ecd\u7684":122,"\u8f93\u51fa\u6570\u636e\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":123,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":[121,123],"\u8f93\u51fa\u7531":122,"\u8f93\u51fa\u7684\u5e8f\u5217\u4fe1\u606f":122,"\u8f93\u51fa\u7684\u68af\u5ea6":133,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":127,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a":122,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":122,"\u8f93\u51fa\u90fd\u4f1a\u5bf9\u5e94\u6709\u81ea\u5df1\u7684":[122,123],"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":32,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":105,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":95,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":61,"\u8fd0\u884c":123,"\u8fd0\u884c\u4e00\u4e2a":109,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":112,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":109,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":112,"\u8fd0\u884c\u5931\u8d25":135,"\u8fd0\u884c\u5b8c\u6210\u540e":125,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":117,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":117,"\u8fd0\u884c\u65e5\u5fd7":125,"\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":117,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":98,"\u8fd0\u884c\u65f6c":123,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":128,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":139,"\u8fd1":105,"\u8fd1\u671f\u76ee\u6807":62,"\u8fd4\u56de":[3,4,5,9,10,11,17,18,19,23,25],"\u8fd4\u56de\u7684\u662f":102,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":82,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":111,"\u8fd4\u56de\u7c7b\u578b":[3,4,5,9,10,11,18,19,25],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":112,"\u8fd8\u4f1a":105,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":98,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":137,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":110,"\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":95,"\u8fd8\u662f":105,"\u8fd8\u662f\u4ece":33,"\u8fd8\u662f\u865a\u62df\u673a":109,"\u8fd8\u6709":105,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":124,"\u8fd8\u9700\u8981\u91cd\u5199":112,"\u8fd9":[95,105],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":97,"\u8fd9\u4e00\u4e2a\u5e93":120,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":118,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":66,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":61,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":66,"\u8fd9\u4e00\u8282\u5bf9\u56fe1\u4e2d\u9884\u6d4b\u4ee3\u7801\u7f16\u5199\u76845\u4e2a\u6b65\u9aa4\u8fdb\u884c\u4ecb\u7ecd\u548c\u8bf4\u660e":123,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":96,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":107,"\u8fd9\u4e09\u4e2a\u5206\u652f":82,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":117,"\u8fd9\u4e2a":[101,105,109],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":95,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":95,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":112,"\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":61,"\u8fd9\u4e2a\u51fd\u6570\u7684":108,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":105,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":108,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":66,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":66,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":128,"\u8fd9\u4e2a\u57fa\u7c7b":111,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":66,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":107,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":114,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":65,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":105,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":65,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":114,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":117,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":66,"\u8fd9\u4e2a\u793a\u4f8b":123,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":105,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":111,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":111,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":66,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":66,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":109,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":112,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":107,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":110,"\u8fd9\u4e2a\u9009\u62e9":[61,62],"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":108,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":66,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":33,"\u8fd9\u4e2aissu":109,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":128,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":107,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":95,"\u8fd9\u4e9b\u4f1a\u5728":[61,62],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":124,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":112,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":62,"\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":33,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7":124,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":128,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":111,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":95,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":95,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":105,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":82,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":111,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":110,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":110,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":111,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":105,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":98,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":112,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":109,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":110,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":110,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":105,"\u8fd9\u56db\u4e2a\u5e8f\u5217\u53c8\u5206\u522b\u542b\u67093":122,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":105,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":108,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":65,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":112,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":112,"\u8fd9\u610f\u5473\u7740":108,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":135,"\u8fd9\u65f6":[95,123],"\u8fd9\u65f6\u5728\u4f7f\u7528":97,"\u8fd9\u65f6\u7684":122,"\u8fd9\u65f6\u7684\u9700\u8981\u540c\u65f6\u63d0\u4f9b":122,"\u8fd9\u65f6\u884c\u504f\u79fb\u548c\u5217\u53f7\u6307\u5b9a\u7684\u5143\u7d20\u9ed8\u8ba4\u5176\u503c\u4e3a1":122,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":95,"\u8fd9\u65f6\u9700\u8981\u8c03\u7528\u521b\u5efa\u5e8f\u5217\u4fe1\u606f\u548c\u4e3a":122,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":97,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":97,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":104,"\u8fd9\u662f\u56e0\u4e3a":65,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":110,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":105,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":92,"\u8fd9\u6837":[66,124],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":62,"\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":124,"\u8fd9\u6837\u4fdd\u8bc1":82,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":109,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":95,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":98,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":135,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":109,"\u8fd9\u6837\u5bb9\u5668\u7684":128,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":33,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":48,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":62,"\u8fd9\u6837\u5f53\u8be5pull":110,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":62,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":124,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":111,"\u8fd9\u6837\u7684\u8bdd":127,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":124,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":118,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":111,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":97,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":111,"\u8fd9\u79cd\u60c5\u51b5\u591a\u51fa\u73b0\u5728\u4f7f\u7528\u591a\u7ebf\u7a0b\u9884\u6d4b\u65f6":123,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":95,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":96,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":135,"\u8fd9\u79cd\u65b9\u5f0f\u6700\u4e3a\u7b80\u4fbf":120,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":108,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":107,"\u8fd9\u79cd\u94fe\u63a5\u65b9\u5f0f\u4e3b\u8981\u7528\u4e8e\u79fb\u52a8\u7aef\u9884\u6d4b":120,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":128,"\u8fd9\u7bc7":99,"\u8fd9\u7bc7\u6587\u6863":110,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":123,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u7edf\u4e00\u4f7f\u7528":122,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u5c06\u4f1a\u7edf\u4e00\u4f7f\u7528":122,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd":123,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":139,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728\u4f7f\u7528":122,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":109,"\u8fd9\u7bc7\u6587\u6863\u7684\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":123,"\u8fd9\u7bc7\u6587\u7ae0":109,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":105,"\u8fd9\u884c\u547d\u4ee4\u4e2d":117,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":108,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":65,"\u8fd9\u91cc":[62,97,98,108,110,128],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":112,"\u8fd9\u91cc\u4ecb\u7ecdc":123,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":117,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":105,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":95,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":102,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":111,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":128,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":95,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":125,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":82,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":113,"\u8fd9\u91cc\u9009\u62e90":82,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":32,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":117,"\u8fdb\u4e00\u6b65\u4f18\u5316":62,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":110,"\u8fdb\u5165":82,"\u8fdb\u5165\u5bb9\u5668":127,"\u8fdb\u5165\u5bf9\u5e94\u7684\u76ee\u5f55":92,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":128,"\u8fdb\u7a0b\u7684":125,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":128,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":128,"\u8fdb\u7a0b\u9700\u8981\u7684":128,"\u8fdb\u800c\u591a\u673a":117,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":117,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":117,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":82,"\u8fdb\u884c\u4e86":105,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":128,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":128,"\u8fdb\u884c\u524d\u5411\u8ba1\u7b97":123,"\u8fdb\u884c\u56de\u590d":110,"\u8fdb\u884c\u5e8f\u5217\u5316":123,"\u8fdb\u884c\u5f00\u53d1":110,"\u8fdb\u884c\u62c6\u89e3":105,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":111,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":137,"\u8fdb\u884c\u8bad\u7ec3":123,"\u8fdb\u884c\u8bbe\u7f6e":112,"\u8fdb\u884c\u94fe\u63a5":120,"\u8fdb\u884c\u9884\u6d4b\u4f9d\u8d56\u4e8e\u5c06":120,"\u8fdb\u884c\u9884\u6d4b\u65f6":123,"\u8fdb\u884cpython\u4e0ec":117,"\u8fdb\u9636\u6307\u5357":[102,136],"\u8fde\u63a5":107,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":124,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":124,"\u9000\u51fa\u5bb9\u5668":127,"\u9002\u4e2d":105,"\u9009":105,"\u9009\u62e9":105,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":99,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":62,"\u9009\u62e9\u76ee\u6807\u5206\u652f":110,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":133,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":82,"\u9009\u9879":[98,109],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":48,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":132,"\u901a\u5e38":[66,112,117],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":128,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":124,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":135,"\u901a\u5e38\u4f7f\u7528cento":101,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":97,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":82,"\u901a\u5e38\u540d\u5b57\u662f":110,"\u901a\u5e38\u60c5\u51b5\u4e0b":118,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":127,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":32,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":139,"\u901a\u5e38\u7528\u4e8e\u8868\u793a\u79bb\u6563\u7684\u7c7b\u522b\u6807\u7b7e":122,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":108,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":111,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":105,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":117,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":135,"\u901a\u5e38\u9700\u8981\u53bb\u6389\u7f51\u7edc\u4e2d\u7684":123,"\u901a\u7528":132,"\u901a\u77e5":105,"\u901a\u8fc7":[95,105,110,111,112,122],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":107,"\u901a\u8fc7\u4f7f\u7528":98,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":61,"\u901a\u8fc7\u51fd\u6570":128,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":95,"\u901a\u8fc7\u591a\u4e2a\u7ebf\u7a0b\u5171\u4eab\u540c\u4e00\u4e2a\u6a21\u578b\u6765\u51cf\u5c11\u5185\u5b58\u5f00\u9500":123,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":107,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":107,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":110,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":66,"\u901a\u8fc7\u7075\u6d3b\u4f7f\u7528\u4ee5\u4e0a\u4e24\u4e2a\u63a5\u53e3":123,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":102,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":111,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":124,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":112,"\u901a\u8fc7\u8c03\u7528":[122,123],"\u901a\u8fc7\u8c03\u7528\u4ee5\u4e0b\u63a5\u53e3\u521b\u5efa\u7a00\u758f\u77e9\u9635":122,"\u901a\u8fc7data":107,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":139,"\u903b\u8f91\u4e0a\u9ad8\u4e8e\u4e8c\u7ef4\u7684\u6570\u636e":122,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":48,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":96,"\u9053\u6b49":105,"\u9069":105,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":110,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":82,"\u90a3\u4e48":[66,107,111],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":107,"\u90a3\u4e48\u4f1a\u643a\u5e26\u6709":122,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":97,"\u90a3\u4e48\u5728":112,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":97,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":62,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":62,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":97,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":109,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":97,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":108,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":108,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":97,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":95,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":92,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":109,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":97,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":95,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":135,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":118,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":118,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":97,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":118,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":118,"\u90fd":105,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":62,"\u90fd\u4e0d\u9700\u8981":109,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":133,"\u90fd\u4f1a\u7ba1\u7406\u7ef4\u62a4\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":123,"\u90fd\u4f1a\u9020\u6210\u8bad\u7ec3\u4e2d\u7684\u6570\u636e\u4ecec":95,"\u90fd\u4f7f\u7528":122,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":105,"\u90fd\u53ef\u4ee5\u8fd0\u884c":109,"\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":122,"\u90fd\u5e94\u4f7f\u7528c":122,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":33,"\u90fd\u662f\u4ee5ext\u5f00\u5934":62,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":104,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":105,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":65,"\u90fd\u7528":110,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":61,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":110,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":111,"\u914d\u5236\u7f16\u8bd1\u9009\u9879":120,"\u914d\u7f6e\u6253\u5f00":118,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":111,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":109,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":48,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":108,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":111,"\u914d\u7f6eapi":104,"\u9152\u5e97":105,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":133,"\u91c7\u7528multi":97,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":32,"\u91cc":109,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":109,"\u91cc\u5b8c\u6210":112,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":65,"\u91cc\u7684":109,"\u91cc\u7684\u65e5\u5fd7":125,"\u91cc\u7684\u6e90\u7801":109,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":109,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":82,"\u91cc\u9762":112,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":137,"\u91cc\u9762\u6dfb\u52a0":62,"\u91ccstep\u7684\u5185\u5bb9":95,"\u91cd\u5199\u7236\u7c7blayer\u7684":62,"\u91cd\u547d\u540d\u6210":65,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":118,"\u9488\u5bf9\u4e0d\u540c\u7684":138,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":127,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":95,"\u94fe\u63a5":120,"\u94fe\u63a5\u4e2d\u627e\u5230":101,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":98,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":65,"\u94fe\u63a5\u76f8\u5bf9\u5bb9\u6613":120,"\u94fe\u63a5\u9009\u9879":120,"\u94fe\u63a5\u9759\u6001\u5e93":120,"\u9519\u8bef":92,"\u9519\u8bef\u5904\u7406":65,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":65,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":65,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":97,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":109,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":127,"\u957f\u5ea6":95,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":108,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":108,"\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f":122,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":133,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":133,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":114,"\u9664\u4e86boot_lay":105,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":66,"\u9664\u6b64\u4e4b\u5916":95,"\u9664\u96f6\u7b49\u95ee\u9898":95,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":110,"\u968f\u673a\u6570\u7684\u79cd\u5b50":133,"\u968f\u673a\u6570seed":132,"\u9694\u5f00":124,"\u96c6\u6210\u5230":61,"\u96c6\u6210\u5230paddlepaddl":62,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":133,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":127,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":124,"\u96c6\u7fa4\u4efb\u52a1":125,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":125,"\u96c6\u7fa4\u6d4b\u8bd5":132,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":124,"\u96c6\u7fa4\u8bad\u7ec3":132,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":94,"\u96c6\u7fa4\u8fdb\u7a0b":125,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":112,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":118,"\u9700\u6307\u5b9a":120,"\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":122,"\u9700\u6ce8\u610f":120,"\u9700\u8981":[33,109,112,123],"\u9700\u8981\u4e3a":112,"\u9700\u8981\u4f7f\u7528":95,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":128,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":101,"\u9700\u8981\u4f7f\u7528\u8005\u81ea\u5df1\u4e86\u89e3\u5e76\u5b8c\u6210\u8f6c\u5316":122,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":110,"\u9700\u8981\u4fee\u6539build":82,"\u9700\u8981\u521b\u5efa\u5e76\u586b\u5199":122,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[92,101],"\u9700\u8981\u5355\u72ec":99,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":48,"\u9700\u8981\u540c\u65f6\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5185\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":122,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":110,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":128,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":112,"\u9700\u8981\u54ea\u4e9b\u5c42\u7684\u8ba1\u7b97\u7ed3\u679c\u4f5c\u4e3a\u8f93\u51fa":123,"\u9700\u8981\u5728":112,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":127,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":114,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":66,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":138,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":95,"\u9700\u8981\u5c06\u7f51\u7edc\u7ed3\u6784\u4f7f\u7528":123,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":82,"\u9700\u8981\u5c06cuda\u76f8\u5173\u7684\u5e93\u8bbe\u7f6e\u5230":120,"\u9700\u8981\u5c06paddl":120,"\u9700\u8981\u5f15\u7528":66,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":109,"\u9700\u8981\u601d\u8003\u5b8c\u6210\u4ee5\u4e0b\u5de5\u4f5c":[122,123],"\u9700\u8981\u624b\u52a8\u8fdb\u884c\u89e3\u538b":123,"\u9700\u8981\u6267\u884c":[98,101,103],"\u9700\u8981\u6307\u5b9a":120,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":105,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":102,"\u9700\u8981\u660e\u786e\u6307\u5b9a":133,"\u9700\u8981\u663e\u5f0f\u5730\u94fe\u63a5":120,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5":120,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5mkl\u7684\u52a8\u6001\u5e93":120,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":65,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":128,"\u9700\u8981\u6ce8\u610f":112,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[62,82,95,133],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":111,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":105,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":137,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":96,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":62,"\u9700\u8981\u81ea\u5df1\u94fe\u63a5mkl\u94fe\u63a5\u5e93":120,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":66,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":109,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":107,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":82,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":113,"\u9700\u9644\u52a0\u53cc\u5c42\u5e8f\u5217\u4fe1\u606f":122,"\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":122,"\u975e\u5e38\u6570":111,"\u975e\u5e8f\u5217\u8f93\u5165\u4e0d\u643a\u5e26":122,"\u975e\u5e8f\u5217\u8f93\u5165\u65e0\u9700\u6784\u9020":122,"\u975e\u96f6\u5143\u4e2a\u6570":122,"\u975e\u96f6\u5143\u7d20\u7684\u503c":122,"\u975e\u96f6\u5143\u7d20\u7684\u5217\u53f7":122,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":111,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":137,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":137,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":109,"\u987a\u5e8f":105,"\u9884\u63d0\u4ea4\u94a9\u5b50":110,"\u9884\u6d4b\u4ee3\u7801\u66f4\u591a\u8be6\u7ec6\u793a\u4f8b\u4ee3\u7801\u8bf7\u53c2\u8003":123,"\u9884\u6d4b\u4f7f\u7528\u7684\u7f51\u7edc\u7ed3\u6784\u5f80\u5f80\u4e0d\u540c\u4e8e\u8bad\u7ec3":123,"\u9884\u6d4b\u5e93":121,"\u9884\u6d4b\u65f6":123,"\u9884\u6d4b\u65f6\u53ea\u9700\u52a0\u8f7d\u4e00\u4e2a\u6587\u4ef6\u4fbf\u4e8e\u53d1\u5e03":123,"\u9884\u6d4b\u7a0b\u5e8f\u5f00\u53d1\u4e24\u5927\u90e8\u5206":123,"\u9996\u5148":[105,108,111],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":98,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":110,"\u9996\u5148\u5b9a\u4e49":112,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":111,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":111,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":97,"\u9996\u5148\u901a\u8fc7":110,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":102,"\u9a71\u52a8":114,"\u9ad8\u4eae\u90e8\u5206":105,"\u9ad8\u5ea6":122,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":108,"\u9ad8\u65af\u5206\u5e03":97,"\u9ed8\u8ba4":133,"\u9ed8\u8ba40":124,"\u9ed8\u8ba41":124,"\u9ed8\u8ba4127":124,"\u9ed8\u8ba4256k":48,"\u9ed8\u8ba47164":124,"\u9ed8\u8ba4\u4e0d\u663e\u793a":133,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":107,"\u9ed8\u8ba4\u4e3a0":[133,135],"\u9ed8\u8ba4\u4e3a1":[122,135],"\u9ed8\u8ba4\u4e3a100":135,"\u9ed8\u8ba4\u4e3a4096mb":133,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":107,"\u9ed8\u8ba4\u4e3anull":133,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":95,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":133,"\u9ed8\u8ba4\u4f7f\u7528mkl":98,"\u9ed8\u8ba4\u503c":[98,104,135,138],"\u9ed8\u8ba4\u503c\u4e3a":[137,138,139],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":138,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":107,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[97,125],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":97,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":105,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":99,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":99,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":127,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":138,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":61,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":135,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[137,139],"\u9ed8\u8ba4\u8c03\u7528":109,"\u9ed8\u8ba4fals":124,"abi\u7684paddlepaddle\u5e93":137,"abstract":[40,47,51,72,81,83],"android\u5b98\u65b9\u63d0\u4f9b\u7684":137,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":137,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":137,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":137,"api\u4e0d\u4f1a\u76f4\u63a5\u52a0\u8f7d":123,"api\u4e0d\u5c0f\u4e8e21":137,"api\u4e2d":122,"api\u4e2d\u4f7f\u7528":65,"api\u4e2d\u7684\u4e00\u7ef4\u6570\u7ec4":122,"api\u4e2d\u7684\u77e9\u9635\u6765\u8868\u793a":122,"api\u4e2d\u795e\u7ecf\u7f51\u7edc\u7684\u4e00\u4e2a\u8f93\u5165":123,"api\u4f7f\u7528\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u6982\u5ff5":123,"api\u4f7f\u7528\u6d41\u7a0b\u793a\u610f\u56fe":123,"api\u4f7f\u7528\u793a\u4f8b":123,"api\u521b\u5efa\u7684gradientmachine\u7c7b\u7684\u5bf9\u8c61":123,"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":123,"api\u53ef\u4ee5\u901a\u8fc7\u6307\u5b9a":123,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":124,"api\u5bf9\u6bd4\u4ecb\u7ecd":106,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":66,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":66,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":137,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":101,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u65f6":120,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u9700\u8981\u4e00\u4e2a\u8bad\u7ec3\u597d\u7684\u6a21\u578b":123,"api\u6240\u9700\u7684\u4f9d\u8d56":120,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":66,"api\u63a5\u53e3":48,"api\u63a5\u53e3\u751f\u6210":112,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":66,"api\u63a5\u53e3\u7684\u751f\u6210":112,"api\u63d0\u4f9b\u7684":123,"api\u652f\u6301\u7684\u6240\u6709\u8f93\u5165\u6570\u636e\u7c7b\u578b\u548c\u4ed6\u4eec\u7684\u7ec4\u7ec7\u65b9\u5f0f":123,"api\u6587\u6863":[137,138],"api\u65f6":66,"api\u65f6\u4e3a\u8f93\u51fa":123,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":66,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":66,"api\u66b4\u9732\u7684\u7c7b\u578b":66,"api\u6765\u9884\u6d4b":[137,138],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":66,"api\u7684\u5934\u6587\u4ef6":[137,138,139],"api\u7684\u5b9e\u4f8b":66,"api\u7684\u5b9e\u73b0\u7ec6\u8282":66,"api\u7684\u63a5\u53e3":66,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":66,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":66,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":66,"api\u76f8\u5173\u63a5\u53e3":122,"api\u7ea7\u522b":137,"api\u7ea7\u522b\u4e3a21":137,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":66,"api\u8bad\u7ec3":123,"api\u9700\u8981\u521b\u5efa\u7684\u6570\u636e\u7c7b\u578b":122,"api\u9759\u6001\u5e93":138,"api\u9884\u6d4b\u5e93":138,"api\u9884\u6d4b\u65f6":123,"apis\u505a\u4e86\u5c01\u88c5":61,"app\u4e2d":[137,138],"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":138,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":97,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":99,"avx\u7248\u672c":99,"avx\u7684\u955c\u50cf":99,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":124,"batch\u4e2d\u5305\u542b":95,"batch\u7684\u6743\u91cd":95,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":133,"batches\u6b21":133,"block\u6784\u6210\u4e00\u4e2amodel":32,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":99,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":82,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":99,"book\u7684":102,"book\u7684docker\u955c\u50cf":99,"boolean":[18,47,49,57,65,88],"break":[9,30,86,88,90,91],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":82,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":82,"byte":[9,11,48,64,97],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":65,"c\u6709\u6807\u51c6\u7684abi":65,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":65,"case":[4,18,34,40,42,47,51,60,66,72,76,78,79,88,118,126,140],"cc\u4e2d\u7684":113,"cells\u7b49":96,"char":36,"ci\u73af\u5883\u4f7f\u7528":82,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":82,"class":[1,2,3,4,5,6,7,9,10,13,14,15,18,21,25,26,29,40,41,42,45,46,50,51,52,53,55,56,58,60,65,69,70,74,75,79,80,81,83,84,85,87,90,97,111,112,113,119],"cmake\u4e2d\u5c06":118,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":137,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":92,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":137,"cmake\u7f16\u8bd1\u65f6":98,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[137,138,139],"cmake\u914d\u7f6e\u4e2d\u5c06":118,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[137,138,139],"compute\u51fd\u6570":61,"const":[29,34,36,50,52,58,59,73,74,76,80,83,85,87,89,90,111,112,113],"container\u4e2d":127,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":66,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":66,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":66,"core\u6982\u5ff5":66,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":102,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":97,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":135,"count\u548cgpu":135,"csr\u5b58\u50a8\u683c\u5f0f\u901a\u8fc7":122,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":112,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":112,"cuda\u5b9e\u73b0\u5728":112,"cuda\u5e93":133,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":112,"cuda\u76f8\u5173\u5e93\u4f1a\u5728\u9884\u6d4b\u7a0b\u5e8f\u8fd0\u884c\u65f6\u52a8\u6001\u88c5\u8f7d":120,"cudnn\u5e93":[98,133],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":117,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":33,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":113,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":128,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":105,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":105,"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":95,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":107,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":107,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":107,"decoer\u67b6\u6784":107,"default":[2,3,4,5,6,7,9,10,11,17,18,19,22,25,26,29,30,40,45,54,58,64,67,68,76,77,83,84,85,88,91,116,126,127,128,135,137,140],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":62,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":98,"distributed\u5206\u5e03\u5f0f":124,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":62,"dnn\u4e2d\u7684":62,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":62,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":62,"dnn\u4f1a\u7528\u5230":62,"dnn\u5171\u540c\u4f7f\u7528":62,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":62,"dnn\u5728\u53d1\u5e03":62,"dnn\u5b9e\u73b0":62,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":62,"dnn\u6570\u5b66\u5e93":98,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":62,"dnn\u7684":62,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":62,"dnn\u7684\u6027\u80fd":62,"dnn\u7684\u60c5\u51b5\u4e0b":62,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":62,"dnn\u7684\u6d4b\u8bd5":62,"dnn\u7684\u73af\u5883\u4e0b":62,"dnn\u7684\u76f8\u5173\u529f\u80fd":62,"dnn\u7684\u7ed3\u679c":62,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":62,"dnn\u7684layer":62,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":62,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":124,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":114,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":114,"docker\u5b98\u7f51":99,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":137,"docker\u7684\u5b98\u7f51":114,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":98,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":137,"docker\u955c\u50cf":99,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":99,"docker\u955c\u50cf\u9ed8\u8ba4":99,"dockerhub\u7f51\u7ad9":99,"double\u7c7b\u578b\u65f6\u4e3a8":97,"dropout\u7684\u6bd4\u4f8b":111,"eigenscalar\u7684\u8f6c\u6362":113,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":105,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":107,"encoder\u8f93\u51fa":107,"entropy\u4f5c\u4e3acost":97,"enum":[34,36,41,67,74,75,84,85,91],"export":[51,56,92,99,114,124],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":102,"fabric\u96c6\u7fa4":124,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":135,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":135,"final":[4,5,18,27,28,42,56,68,69,86,90],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":113,"float":[2,3,4,6,9,18,19,45,50,58,85,87,89,112,113,118,122],"float\u7b49":135,"forward\u7684output\u7684\u503c":95,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":113,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":113,"full\u53c2\u6570\u63d0\u4ea4":93,"function":[4,5,9,10,18,19,23,26,28,29,31,35,36,37,39,40,41,42,45,46,50,52,55,58,63,68,69,72,73,74,75,76,78,79,80,81,83,85,90,108,116,117,140],"function\u4f7f\u7528":96,"git\u6d41\u5206\u652f\u6a21\u578b":110,"github\u9996\u9875":110,"glibc\u81f3\u5c11\u5305\u542bglibc_2":101,"golang\u53ef\u4ee5\u4f7f\u7528":65,"golang\u7684":65,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":124,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":98,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":118,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":115,"gpu\u6267\u884c":113,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":133,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":92,"gpu\u7b49":82,"group\u6559\u7a0b":106,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":96,"gru\u6216lstm":108,"h\u5e76\u4e0d\u56f0\u96be":65,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":114,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":102,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":133,"id\u6307\u5b9a\u7684gpu":135,"id\u65e0\u6548":133,"image\u91cc":127,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":33,"imikolov\u6570\u636e\u96c6":124,"import":[3,4,26,29,30,40,41,44,52,54,56,57,63,68,69,75,83,86,101,102,103,112,123,124,126],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":95,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":48,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":33,"instance\u5305\u6db5\u4e24\u4e2a\u503c":33,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":33,"int":[2,3,4,5,9,10,11,18,19,28,29,34,35,36,39,40,41,43,57,58,61,62,63,65,66,74,75,77,78,84,85,87,90,91,105,111,113,122,124,135],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":65,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":138,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":124,"issue\u7f16\u53f7":110,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":128,"job\u7684\u540d\u5b57":128,"kernel\u5b9e\u73b0":112,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":112,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":112,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":128,"kubernetes\u5355\u673a":124,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":128,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":128,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":127,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":105,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":105,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":96,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":107,"layer\u65f6":[62,96],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":102,"layer\u7684\u540e\u9762\u63a5\u6709cpu":62,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":111,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":96,"linux\u4e2d":99,"list\u4e2d":123,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":82,"list\u5982\u4e0b\u6240\u793a":135,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":135,"long":[4,5,9,18,41],"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":107,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":108,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":108,"memory\u53ea\u80fd\u5728":107,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":105,"memory\u6307\u5411\u4e00\u4e2alay":107,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":108,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":105,"memory\u7684":108,"memory\u7684\u521d\u59cb\u72b6\u6001":107,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":105,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":107,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":108,"memory\u7684i":107,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":107,"mkl\u5e93\u7684":61,"mklml\u4ee5\u53camkl":62,"mklml\u53ef\u4ee5\u4e0emkl":62,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":62,"mnist\u624b\u5199\u6570\u5b57\u8bc6\u522b\u76ee\u5f55":123,"mode\u4e0b\u7684\u7ed3\u679c":61,"model\u505a\u5206\u652f\u7ba1\u7406":82,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":128,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":33,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":137,"new":[4,9,18,27,28,29,30,31,34,35,36,37,38,41,42,45,50,51,60,61,63,67,69,72,77,78,79,81,85,86,90,110,111,126,140],"note\u7684\u4e66\u5199":82,"null":[56,111,122,133],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":124,"num_gradient_servers\u53c2\u6570":128,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":97,"only\u7684\u4e8c\u8fdb\u5236":98,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":112,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":112,"op\u5b9a\u4e49":112,"op\u6709\u8ba1\u7b97\u51fd\u6570":112,"op\u6ce8\u518c\u5b9e\u73b0\u5728":112,"op\u7684\u4fe1\u606f":62,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":112,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":62,"openmpi\u96c6\u7fa4":124,"opprotomake\u5b9a\u4e49":112,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":114,"org\u76ee\u524d\u9075\u5faa":82,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":105,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":113,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":128,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":113,"packages\u91cc\u9762":92,"packages\u91cc\u9762\u7684python\u5305":92,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":61,"packed\u76f8\u5173\u529f\u80fd":61,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":98,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":65,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":105,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":95,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":65,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":65,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":65,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":66,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":65,"paddle\u7684c":66,"paddle\u8bad\u7ec3\u4efb\u52a1":33,"paddle\u8def\u5f84\u4e0b":66,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":65,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":66,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":65,"paddle_\u7c7b\u578b\u540d":66,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":66,"paddlepaddle\u4e2d":[104,107],"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":122,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":105,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":62,"paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u8f93\u5165":122,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":96,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":102,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[137,138],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":102,"paddlepaddle\u4e3ano":99,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":98,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":96,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":124,"paddlepaddle\u4f7f\u7528\u5747\u503c0":97,"paddlepaddle\u4f7f\u7528avx":92,"paddlepaddle\u4f7f\u7528git":82,"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":97,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":97,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":101,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":124,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":101,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":98,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":124,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":105,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":111,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":105,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":96,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":98,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":102,"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":101,"paddlepaddle\u5c06\u4f1a\u6839\u636e":138,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":138,"paddlepaddle\u5c06\u6839\u636e":137,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[137,138,139],"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":138,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":82,"paddlepaddle\u63d0\u4f9b":100,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":33,"paddlepaddle\u63d0\u4f9b\u7684":96,"paddlepaddle\u652f\u6301":98,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":102,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":103,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":95,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":95,"paddlepaddle\u6587\u6863\u4f7f\u7528":114,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":102,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":82,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":82,"paddlepaddle\u7684":127,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":82,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":95,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":97,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":127,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":124,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":137,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":96,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":114,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":114,"paddlepaddle\u7684\u6e90\u7801":110,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":98,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":62,"paddlepaddle\u7684bas":111,"paddlepaddle\u7684c":137,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":138,"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":137,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":139,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":139,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":137,"paddlepaddle\u7684dock":127,"paddlepaddle\u7684softmax\u4e0d\u80fd\u6307\u5b9a\u8ba1\u7b97\u7ef4\u5ea6":96,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":105,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":97,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":97,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":98,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":137,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":107,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":107,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":128,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":133,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":133,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":133,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":133,"passes\u8f6e":133,"patch\u53f7":82,"patch\u53f7\u52a0\u4e00":82,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":135,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":117,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":133,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":133,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":133,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":133,"period\u6574\u9664":133,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":133,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":48,"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":48,"pfsserver\u63d0\u4f9brest":48,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":139,"pi\u7248\u672c\u7684\u5e93":139,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":139,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":139,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":139,"pi\u7cfb\u7edf\u7684\u7248\u672c":139,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":100,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":124,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":124,"public":[10,18,29,50,53,58,74,80,83,85,86,87,90,111,112,113,126,127],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":99,"py\u4e2d":82,"py\u7a0b\u5e8f":101,"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":95,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":82,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":82,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":101,"python\u5b89\u88c5\u5305\u652f\u6301linux":92,"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":111,"python\u5e93yep":117,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":117,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":33,"reader\u8f93\u51fa\u7684data":33,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":128,"request\u524d":110,"request\u7684":110,"request\u88ab\u5408\u5e76\u540e":110,"resnet\u7684mkl":62,"return":[2,4,5,7,9,10,11,17,18,23,25,26,27,28,29,33,34,36,39,40,46,50,52,53,54,56,58,59,60,63,68,69,70,74,75,76,80,83,85,87,90,95,97,102,105,108,111,113,126,128],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":105,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":105,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":107,"rnn\u76f8\u5173\u6a21\u578b":115,"rnn\u90e8\u5206\u4e2d":61,"rnn\u914d\u7f6e":106,"root\u66ff\u6362\u4e3apaddlepaddle\u9884\u6d4b\u5e93\u7684\u5b89\u88c5\u8def\u5f84":120,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":33,"search\u7684\u65b9\u6cd5":133,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":105,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":107,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":133,"server\u4e4b\u4e0a":32,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":32,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":32,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":32,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":32,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":32,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":32,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":32,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":32,"server\u751f\u6210\u4e00\u4e2auuid":32,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":32,"server\u7684\u6570\u636e\u5feb\u7167":32,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":32,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":32,"short":[4,5,50,54,77,83,86,90],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":92,"size\u4e3a512":133,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":95,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":95,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":111,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":95,"static":[25,36,66,83,85,126,140],"step\u51fd\u6570\u4e2d\u7684memori":107,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":107,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":138,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":104,"super":[77,111],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":65,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":65,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":65,"swig\u76f4\u63a5\u8bfb\u53d6c":65,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":65,"switch":[29,66,126],"tag\u4e3a":82,"tag\u53ef\u4ee5\u662flatest\u6216latest":82,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":82,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":113,"tensor\u5230eigentensor":113,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":113,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":113,"tensor\u6a21\u5757\u5bf9el":113,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":112,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":113,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":113,"tests\u7684paddlepaddl":110,"tflops\u4e86":118,"throw":126,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":117,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":124,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":102,"trainer\u8282\u70b9\u4e2a\u6570":124,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":124,"true":[2,3,4,5,6,7,9,10,11,17,18,19,21,25,26,28,29,34,51,57,61,70,75,76,77,78,82,85,90,95,97,105,108,111,122,123,126,128,135],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"try":[30,31,34,35,36,51,56,60,63,78,83,86,92],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":66,"type\u6307\u5b9a\u4e3a":117,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":117,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":96,"unsupported\u6a21\u5757":112,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":133,"v1\u7248\u672c":92,"var":[17,18,28,29,40,45,52,53,55,57,70,75,76,77,79,83,88,89,90,114],"vector\u662frank\u4e3a1\u7684tensor":113,"void":[29,34,36,47,50,52,53,58,63,64,65,66,75,76,84,85,87,89,111,112,113],"wheel\u5305":82,"while":[2,4,9,29,38,41,51,56,59,60,69,72,73,78,81,83,87,128],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":113,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":108,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":105,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":105,"x86_64\u548cmaco":92,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":102,"x\u548cwindow":137,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":102,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":128,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":128,"zero\u4e09\u79cd\u64cd\u4f5c":133,AGE:[126,127],AWS:[9,33,130,131],Abs:18,Added:86,And:[3,4,6,9,10,11,18,25,27,34,38,39,47,54,56,67,71,74,78,83,87,126],But:[4,5,9,18,27,53,59,67,74,83,92,140],EOS:4,For:[3,4,5,6,9,18,25,26,28,29,35,36,37,39,40,42,45,46,51,52,53,55,58,60,64,67,68,69,72,73,74,75,76,77,78,79,80,81,84,85,86,87,89,91,116,118,140],IDE:109,IDs:[10,18,38,41,69],IRs:42,Into:126,Its:[3,4,52,84,126],K8s:140,NMS:4,NOT:[18,77],Not:[26,31,60,86,140],OPs:[42,44],One:[3,5,18,25,27,38,64,67,83,86,89],Ops:[79,81,85],PFS:48,QoS:127,Such:[58,77,86,90],TLS:[26,48,126],That:[4,9,71],The:[1,2,3,4,5,6,9,10,11,17,18,19,22,25,26,27,28,30,31,35,37,38,39,41,42,44,45,46,49,50,52,56,59,60,63,64,66,68,69,71,72,74,75,76,77,78,81,83,84,85,86,87,89,90,91,111,112,113,116,119,122,126,128],Their:[4,31],Then:[4,5,18,40,42,53,58,60,71,74,76,116,126],There:[3,4,10,18,25,26,29,30,31,36,38,39,41,42,49,50,51,56,60,67,68,69,72,73,74,77,81,83,84,87,126],These:[3,11,18,28,29,45,50,55,70,81,84,85,86],Use:[3,9,18,26,43,49,78,79,86,116,126],Used:[5,21,79,87],Uses:60,Using:[18,31,51,72,78,79,81,83],VPS:126,Will:[9,25,102],With:[4,5,40,45,51,71,75,86,90],YES:39,Yes:[62,99],___embedding_0__:128,___embedding_1__:128,___fc_layer_0__:126,__align__:50,__cuda_align__:50,__device__:50,__doc__:85,__file__:39,__forceinline__:50,__fp16:50,__global__:50,__gradient_machines__:25,__hadd:50,__half:50,__half_raw:50,__impl__:85,__init__:[45,46,54,60,70,77,90,111,116,117],__main__:54,__name__:54,__param_conf__:25,__rnn_step__:108,__square_error_cost_0__:128,__tmp_params__:25,__va_args__:80,__x:50,_addup_repetitive_outputs_:28,_append_backward_ops_:[28,45],_append_backward_vars_:28,_binari:30,_create_global_var:77,_def:60,_dtype:56,_filer:63,_filter:63,_fwd:63,_fwd_pd:63,_input:63,_librari:30,_link:5,_live_in:60,_live_out:60,_loss:54,_op:[56,112],_output:63,_presucessor:60,_program:60,_proj:4,_recurrent_group:108,_remove_no_grad_branch_:28,_reorder_input:63,_source_language_embed:108,_src_input:63,_sucessor:60,_target_language_embed:108,_test:30,_update_op:46,_use:60,_value_index:56,a75:50,a_op:112,a_prev:86,aaaaa:33,aaaaaaaaaaaaa:126,abbrevi:11,abc:4,abil:54,abl:[4,26,28,41,42,58,70,74,77,140],about:[5,11,18,29,30,39,44,49,52,60,68,78,83,85,86,87,116,126],abov:[3,4,18,26,28,29,30,31,35,40,41,42,50,51,52,53,55,63,68,69,70,71,72,74,75,77,85,86,88,89,90,116,118,126,140],abs:[5,27,54,95],abs_numerical_grad:27,absolut:95,acc:42,acceler:[4,32,62,71,72],accept:[2,4,9,18,26,79],access:[4,5,18,26,30,35,38,39,40,42,77],accessmod:126,accessor:77,accord:[3,4,11,18,27,28,36,42,44,55,69,79,90],accordingli:[3,4],account:[79,140],accoust:86,accrodingli:34,accumul:[14,31,36,46,71,72,86],accur:[27,38,74],accuraci:[3,46,86],achiev:[44,71,72,86,87],acl2016:10,acquir:51,across:[4,9,28,42,68,86],act1:56,act2:56,act:[4,5,18,19,29,42,56,69,77,90,95,102,103,105,108,119],act_output:85,act_typ:56,actgat:18,action:126,activ:[5,18,19,24,30,56,60,69,74,77,81,85,95,102,103,108],activi:5,actnod:18,actual:[4,18,34,45,51,54,56,63,67,72,85,87,89],actual_layout:63,adadelta:95,adagrad:[72,84],adagradoptim:[20,70],adam:[26,36,42,54,97],adamaxoptim:20,adamoptim:20,adapt:[3,6,18,25,74,89],add:[4,5,9,18,22,23,25,27,28,29,30,34,38,41,42,44,46,50,53,57,59,70,72,76,77,79,81,83,87,88,92,110,113,119],add_activ:77,add_bia:77,add_depend:30,add_execut:30,add_input:[68,111],add_memori:68,add_output:68,add_scalar:[29,69,75],add_sum:77,add_test:[30,111],add_to:96,add_two:[29,68],add_unittest_without_exec:111,addattr:[85,112],addbia:111,addcom:[85,112],added:[3,4,10,18,25,29,44,45,50,67,71,72,81,110],adding:81,addinput:[85,112],addit:[4,5,28,41,71,74,79,81,90],addition:68,addmemori:63,addop:53,addoutput:112,addprimit:63,addprimitivedesc:63,addr:31,address:[31,36,40,42,122,140],addrow:111,addtolay:4,addtyp:85,adjust:[28,45],admin:140,administr:[38,140],adopt:[50,54],advanc:27,advantag:[27,50,51,72,78],adversari:[54,78],affect:[4,18,29],affili:69,afford:35,aforement:30,after:[4,5,10,11,18,28,29,30,35,36,38,42,43,44,45,47,49,50,60,63,71,73,74,77,86,110,116,126],aftern:74,again:[26,31,72],against:126,age:[10,128],agg_level:[4,104,105],aggreg:[46,71,126],aggregatelevel:[104,105],ago:30,agre:[95,102],ahead:86,alex:18,alexnet_pass1:135,alexnet_pass2:135,algo:63,algo_hrnn_demo:105,algorithm:[4,6,18,28,35,45,60,63,69,72,81,86,89],alia:18,alias:18,align:[4,5,9],all:[2,3,4,17,18,19,25,26,28,29,30,31,34,36,38,39,40,41,42,43,45,47,49,51,54,55,56,59,60,63,64,66,67,68,69,70,71,72,74,75,77,79,85,86,87,92,95,102,107,119,126,128,140],all_output_nam:28,alloc:[2,36,39,60,63,87,113,119],allow:[26,36,40,42,45,51,72,81,126],allow_only_one_model_on_one_gpu:[132,133,135],allreduc:71,almost:18,along:[4,11,18,19],alpha:[18,30,81],alreadi:[18,22,30,31,51,63,77,83,92,126],also:[4,5,10,18,21,26,28,29,30,34,37,41,42,50,51,53,54,55,56,59,60,67,68,69,72,73,74,75,76,77,78,81,83,85,86,87,90,91,118,140],altern:116,although:[22,28,71],altogeth:140,alwai:[4,5,18,25,30,64,84,126,128],amazon:[126,127],amazonaw:126,amazonec2fullaccess:126,amazonelasticfilesystemfullaccess:126,amazonroute53domainsfullaccess:126,amazonroute53fullaccess:126,amazons3fullaccess:126,amazonvpcfullaccess:126,ambigu:[78,86],amd64:126,amd:67,amend:110,amodei:86,among:[18,126],amort:71,amount:18,analys:74,analysi:[74,116],analyz:60,ancestor:[75,77],andd:126,andrew:60,android:137,android_abi:137,android_api:137,android_arm_neon:137,android_native_api_level:137,android_standalone_toolchain:137,android_toolchain:137,androideabi:137,ani:[4,5,9,18,21,26,30,31,36,38,39,40,41,42,47,50,51,58,60,64,69,71,72,77,78,80,81,86,89,95,102,126],announc:50,anoth:[4,9,18,25,26,28,29,39,41,51,52,63,69,77,83,85,87,89,126],anroid_arm_mod:137,ans:126,answer:[40,51,126],anthor:18,anymor:71,anyth:[9,69,78,126],anytim:54,anywai:116,apach:[62,95,102],apart:18,api:[10,25,26,28,30,36,37,39,40,46,48,53,54,56,68,73,74,79,82,90,91,101,115,116,117,118,120,122,124,126,128,136,137,140],api_pydataprovider2:95,api_shar:30,api_test:30,api_trainer_config_helpers_lay:108,apiserv:126,apivers:[126,127,128],appar:28,appear:[40,51,55,87],appel:60,append:[18,25,28,45,46,69,77,78,86,105,108,124,128],append_backward:[28,70,116,117],append_batch_s:18,append_clip_op:45,append_gradient_machin:25,append_op:[45,59,77],append_oper:77,appleyard:118,appli:[4,18,23,54,55,71,74,83],applic:[22,40,41,50,51,52,55,77,79,95,102,116,118,126,127,140],applyl1:34,appreci:86,approach:[4,42,43,44,71,72,73,81,86,140],approxim:[18,72],apt:[99,116,117],arbitrari:[4,42,64],arch:137,archetectur:86,architectur:[50,86],archiv:[10,18,65,66,120],area:54,arg:[3,5,15,22,28,56,70,85,97,112,128],arg_nam:4,argmax:18,argpars:128,args_ext:128,argu:76,argument:[4,9,11,18,22,28,29,34,35,42,70,73,76,77,120,122,123,128,137],argumentpars:128,arithmet:50,arm64:[137,138],arm64_standalone_toolchain:137,arm:[50,137,138,139],arm_standalone_toolchain:137,armeabi:137,armv7:[50,138],armv8:50,arn:126,around:[4,38,60,77,126,140],arrai:[2,4,9,11,18,25,36,40,41,55,69,75,77,78,79,90,95,97,102,112,122],arrang:[18,90],arrari:[18,122],array_to_lod_tensor:60,arrow:54,articl:[10,18,52,55,110],artifact:[82,126],artifici:60,arxiv:[5,18,54,86],as_row_vector:4,as_step_input:29,asgd:72,ask:[28,31,38],asr:86,assgin:60,assign:[3,4,19,28,35,40,43,45,50,52,71,86,122,126,140],assigne:86,assignmemt:60,associ:[73,80],assum:[3,4,18,29,42,63],assumpt:42,ast:40,astyp:[78,112],asyc:31,async:[31,44,132],async_count:[132,133],async_lagged_grad_discard_ratio:133,async_lagged_ratio_default:[132,133],async_lagged_ratio_min:[132,133],asynchron:[31,41,71,74],atom:43,att_seq:5,attach:5,attend:5,attended_sequ:5,attenion:5,attent:[4,5,19],attr1:4,attr2:4,attr:[2,4,5,18,29,40,56,59,63,75,76,77,85,95,96,97,108,112],attr_map:85,attrdesc:75,attribu:63,attribut:[4,5,18,24,28,29,44,45,59,75,77,79,83,85,90],attributemap:112,attrproto:85,attrtyp:[75,85,112],attrvalu:85,auc:[46,132],audio:86,augment:86,authent:126,author:[10,48,86,95,102,126],auto:[29,34,43,52,63,65,76,79,83,89,90,98,111,112,113,118],autom:126,automat:[4,18,26,28,36,42,44,45,53,70,79,85,86,116,126],avail:[10,31,36,44,50,51,60,126,140],ave:22,averag:[3,4,7,14,18,22,25,35,95],average_test_period:[132,133],avg:[104,118],avg_cost:[42,119],avg_x:18,avgpool:4,avoid:[18,27,29,31,42,59,63,71,72,73,118],avx:99,awai:51,await:127,awar:[26,40,46,52,68,77,116,126],awk:129,awni:86,aws:48,aws_account_id:126,awsaccountid:126,awskeymanagementservicepowerus:126,axi:[4,18,95],axis:4,b363:127,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:127,ba5f:126,back:[4,18,25,28,31,42,50,54,72],background:[3,4,81,86],background_id:[3,4],backpropag:[27,28],backward:[1,4,5,18,23,27,29,34,36,45,54,61,62,70,72,73,76,80,81,88,111,112,119],backward_first:108,backward_op:27,backwardactiv:111,baidu:[18,51,86,127],bake:42,balanc:[44,71,126],bandwidth:[50,71],bare:[127,140],barrier:124,barrierstatset:118,basci:56,base:[3,4,7,9,10,18,26,35,45,46,50,51,58,63,67,70,71,72,74,79,80,81,87,90,109,116,119,126],baseactiv:5,baseerrorclipattr:45,baseev:25,baselin:86,basematrix:111,basenam:3,basepoolingtyp:[4,5],basestr:[2,3,4,5,7,25],bash:[98,99,109,110,124,126,127,128],basi:[95,102],basic:[4,25,42,56,63,74,75,79,80,86,90],batch:[4,5,9,11,14,18,19,25,26,29,31,33,34,41,42,46,47,51,54,57,67,68,69,71,72,86,90,95,102,122,126,127,128],batch_id:[25,54,95,102],batch_im:54,batch_images_from_tar:11,batch_label:54,batch_norm:[54,86],batch_norm_lay:5,batch_norm_typ:4,batch_read:[33,78],batch_ref:18,batch_siz:[9,18,42,54,61,69,95,102],batch_szi:54,batch_z:54,batchnorm:[18,54,86],batchsiz:[4,111],bazel:30,bbbbb:33,bbox:3,bcd:4,bcebo:10,bcm2708:139,bdist_wheel:82,beacus:56,beam:[4,18,108],beam_gen:[4,108],beam_search:[25,69,107,108],beam_siz:[4,18,69,108,132,133,135],becaus:[3,4,10,26,29,30,31,36,50,69,73,77,78,81,83,84,88,89,90,91,105,116,126],becom:[18,43,44,83,87],been:[4,5,18,28,30,35,41,51],befor:[4,5,18,28,31,38,41,45,49,52,55,67,72,73,74,78,81,92,95,112,116,126,140],begin:[3,4,18,22,28,34,36,46,49,55,69,71],beginiter:[25,26],beginn:108,beginpass:[25,26],begintrain:26,behavior:18,behind:[51,90],being:[18,28,38,45,51,76,78,116],belong:[3,4,42,83],below:[18,29,31,36,42,44,50,51,64,73,78,81,90,91,126],benchmark:[64,86],benefit:[5,38,39,69],besid:[4,10,21,42,60,67,71],best:[30,63],besteffort:127,beta1:6,beta2:6,beta:[18,54],better:[5,30,51,60,63,69,89,126,140],between:[3,4,11,18,25,28,30,31,36,42,44,50,51,63,66,71,73,80,83,126],bgr:11,bi_gru:5,bi_lstm:5,bia:[4,5,18,69,77,111],bias:[4,18],bias_attr:[4,5,18,77,95,97,105,108],bias_initi:18,bias_param_attr:5,biases_:111,biasparameter_:111,biassiz:111,bidi:127,bidirect:[4,5,86],bidirectional_lstm:96,big:[40,44,60,140],bigger:[18,31],bilinear:4,bilinear_interpol:4,bilinearfwdbwd:118,bin:[99,123,124,126,127,128],binari:[3,4,9,18,30,39,42,50,52,54,64,116,123,126],bind:[40,41,50,53,83,87],bioinf:18,bit:50,bitcod:138,black:54,blank:[4,18,126],blob:10,block0:60,block1:60,block2:60,block:[4,18,28,32,34,36,40,41,42,43,44,45,46,47,51,58,60,67,68,70,87,88,91,113],block_expand:86,block_i:[4,18],block_id:[40,47],block_x:[4,18],blockdesc:[23,29,55,77,79],blockdescbind:58,blockingcount:43,blueprint:69,bn_bias_attr:5,bn_layer_attr:5,bn_param_attr:5,book:[10,79,86,99,108,114,119],booktitl:10,bool:[2,3,4,5,6,7,9,10,11,17,18,25,29,50,57,59,61,62,63,76,77,84,85,90,91,111,122,133,135],boost:[67,86,87],boot:[4,18,107,108,140],boot_bia:4,boot_bias_active_typ:4,boot_lay:[105,108],boot_stat:90,boot_with_const_id:4,bootstrapp:140,borrow:[54,90],bos_id:[4,108],both:[1,2,4,5,11,18,22,26,29,30,31,38,42,44,50,51,54,58,60,67,69,71,74,76,84,86,87,126],bottl:71,bottleneck:74,bottom:[25,86],bound:[4,18,60],boundari:42,boundri:3,box:[4,54],brace:[29,55],brain:38,branch:[4,18,26,29,30,42,51,57,75,82,88,110],break_if:90,brief:[30,36,50,87,113],bring:[51,60],broadcast:[18,31,71,79,140],broken:110,browser:[116,126],bsd:[41,71,109],bsp:41,bucket_nam:126,buf:34,buf_siz:[9,42],buffer:[9,34,41,63,64,72,78,83,119],buffer_s:9,buffered_read:78,bufsiz:9,bug:[110,126],build:[4,10,17,30,39,42,55,56,60,62,72,81,82,85,86,92,98,109,110,114,116,117,120,124,126,128,130,131,137,138,139],build_dict:10,build_doc:114,build_model:54,buildtool:82,built:[30,40,42,50,52,60,67,71,85,86,90,116,117,118,140],bulk:41,bunch:64,button:126,c11:65,c703c041:110,c99:66,c99e:126,cach:[50,95],cache_pass_in_mem:95,cachetyp:95,cacul:[5,46],caff:[29,51],caffe2:[29,40,41,51],caffe_poli:97,calcul:[3,4,5,18,27,28,31,36,43,46,50,60],calcut:60,calendar:74,call:[3,4,5,9,18,22,25,26,27,28,29,34,35,36,37,39,40,41,42,45,52,54,55,60,68,69,70,74,77,79,80,83,85,87,90,116,117,118,126,128],callabl:[2,4,9,10,17],callback:[45,111],caller:[27,116,126],calrnn:105,can:[2,3,4,5,9,10,11,17,18,19,21,22,25,26,27,28,29,30,31,34,35,38,39,40,41,42,44,45,47,50,51,52,53,54,55,56,58,59,60,63,67,68,69,70,71,72,74,75,76,77,78,79,80,81,85,87,89,90,91,116,118,126,140],cancel:38,candid:[4,18,69,86],candidate_activ:18,cannot:[79,83,89,90,92],cantain:56,capabl:[50,73,79],capac:[81,126],capi:[65,120],capi_priv:120,capi_prvi:66,caption:69,captur:4,card:71,care:[5,39,60,78,86,87,140],carefulli:86,caret:25,carpedm20:54,carri:18,cast:[50,89],cast_to_op_attr:85,cat:[9,11,99,128,129],categori:[4,10,31],categorig:10,categoryfil:127,caus:[31,49],caution:126,cbla:[61,120],cc_:30,cc_binari:30,cc_test:30,cclient:37,cde:4,cdn:10,cduadevicecontext:[67,87],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:[101,140],central:81,ceph:[9,33],cephf:[33,39,48],cer:86,certain:[18,59,67,70,74,83,87],certif:[26,48,92,126],cffi:65,cfg:[60,127],cgo:65,ch1:41,chain:[9,28,55],challeng:[4,31,51,57,87],chan:41,chanc:[26,50],chang:[4,10,30,35,39,42,51,63,73,75,78,80,82,83,86,110,126],changes:63,channel:[4,5,11,18,40,118],channel_shar:4,chapter:[68,69,86],chapter_data:68,chapter_out:68,charact:86,check:[9,28,29,30,45,63,76,79,88,92,97,110,111,122,126,133],check_align:9,check_attr:85,check_eq:111,check_grad:[27,112],check_l:111,check_output:112,check_sparse_distribution_batch:[132,133],check_sparse_distribution_in_pserv:[132,133],check_sparse_distribution_ratio:[132,133],check_sparse_distribution_unbalance_degre:[132,133],checker:79,checkgrad:133,checkgrad_ep:133,checkmark:140,checkout:110,checkpoint:[44,76],checksum:48,child:29,chip:51,chmod:126,choic:[18,30,51],choos:[18,59],chosen:[18,54,67],chunk:[18,35,48],chunk_ev:14,chunk_schem:[3,14,18],chunktyp:3,chw:11,circl:55,circular:41,circumst:87,cite:10,claim:126,claimnam:[126,128],clang:[50,65,110,137],clarifi:[3,18],clariti:69,classdim:18,classic:[4,60,86],classif:[4,18,55],classifi:[4,54],classification_cost:[95,105],classification_error_evalu:3,classification_evalu:3,claster:126,clean:[29,30,47,73,79,92,110],clear:[3,22,30,69,73,83,89],clearer:[73,77],clearli:83,cli:126,click:[116,126],client:[18,34,37,79],clip:[2,5,133],clip_op:45,clip_op_desc:45,clipbynorm:18,clock:4,clone:[4,98,109,114,116,117,120,137,139],close:[78,110],cloud:[30,31,39,48,49,79,140],cloud_read:9,cludform:126,cluster:[9,25,26,29,31,36,42,86,124,125,128],cluster_test_fil:124,cluster_train:[95,125],cluster_train_fil:124,cluster_train_v2:[125,129],cm469:126,cmake:[66,92,98,109,110,112,114,116,118,120,137,138,139],cmake_build_typ:[116,137,138,139],cmake_c:[137,138],cmake_system_nam:[137,138,139],cmakefil:92,cmakelist:[30,61,62,111],cmatrix:[65,66],cmu:18,cname:126,cnn:[4,18,127],coars:53,code:[4,9,26,28,30,38,41,42,44,47,50,53,54,55,59,64,67,70,72,73,74,76,78,79,80,81,85,90,111,126,127],codebas:79,coded_stream:97,codedinputstream:97,coeff:4,colindic:122,collabor:31,collect:[4,10,25,74],collectbia:111,color:11,colour:10,colum:122,column:[3,4,18,55,78,116,122],column_evalu:3,com:[4,5,10,18,30,54,82,92,98,99,109,110,114,116,117,119,120,126,127,137,139,140],combin:[3,4,5,9,25,60,70,79,83],come:[42,46,60,75,86,90],comma:[18,22,25,36],command:[9,22,30,34,39,49,109,111,116,126,127,128,130,131,135],commandlin:[118,128],comment:[18,30,56,85,86,105,128],commit:[30,127],common:[11,33,81,87],commonli:[49,81,116],commun:[31,36,37,41,42,44,71,126],compani:51,compar:[27,30,40,79],comparison:[30,51],compat:[19,50,53,71],compil:[4,30,42,51,56,58,60,67,71,80,84,85,91,109,124,137,138,139],complaint:30,complet:[4,5,10,18,25,28,29,31,35,36,45,48,55,64,67,79,116,126,127,128,140],complex:[5,18,38,41,60,69,79],complianc:[95,102],complic:[4,42,53,78,89,90],compon:[41,42,56,86,90,91],compos:[9,19,26,41,53,56,68,77,79],composenotalign:9,composit:53,compress:[35,122],compris:28,comput:[4,5,14,18,19,22,26,27,31,41,42,44,47,50,51,52,56,60,64,67,70,71,72,74,80,83,86,87,89,91,112,113,116,119,126],computation:4,computationgraph:56,con:71,concat:[54,108],concaten:[4,5,18,54,68,90,95],concentr:79,concept:[3,26,40,41,51,53,54,56,63,68,69,72,73,75,83,90,91],conceptu:[41,47,51,54,56],concern:[26,41,46],concis:[54,90],conckerneltrac:22,concret:[79,87],concurr:[31,38,44,74],cond:[18,29,51,57,75],condit:[4,18,35,42,51,57,63,86,88,95,102,127],condtion:54,conf:[4,97,105,125,128],conf_paddle_gradient_num:[126,128],conf_paddle_n:[126,128],conf_paddle_port:[126,128],conf_paddle_ports_num:[126,128],conf_paddle_ports_num_spars:[126,128],confid:4,confidence_threshold:4,config:[2,4,22,33,49,69,102,111,120,126,127,128,132,133,135,140],config_:[34,133],config_arg:[132,133,135],config_bas:[3,4,25],config_lay:111,config_len:36,config_pars:[61,62,111],config_proto:36,configmap:42,configprotostr:97,configur:[4,18,25,28,34,36,38,39,42,44,51,56,59,77,86,87,89,103,111,140],confirm:49,conflict:[83,110],confus:[11,54,59],conll:10,connect:[5,18,39,40,42,44,86,93,126,127,140],connectionist:[4,18],consequ:[4,5],consid:[3,4,28,76,87,140],consider:[4,5,67,86],consist:[3,4,10,11,18,35,41,52,64,75,78,79,80,85,86,91],consol:126,consolid:29,constant:[4,18,56,58,59,67,97],constantiniti:[16,18],constraint:83,construct:[3,18,26,47,56,60,68,77,79,83,85],constructbackwardgraph:55,constructoptimizationgraph:55,constructor:[18,45,50,74,77,79,83,85],consum:[31,116],consumpt:60,contact:38,contain:[3,4,5,7,9,10,11,18,25,26,28,29,35,47,54,56,63,64,67,73,74,77,79,80,83,84,85,86,90,91,109,126,127,128],containerport:126,content:[18,36,49,64,69,114],content_dir:114,content_len:36,context:[4,5,10,18,19,45,63,83,84,87,95,108,112,113,119],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:126,continu:[3,28,31,64,86],contrast:[4,18],contrib:81,contribut:[81,86],contributor:79,control:[2,29,40,41,88,126,127,140],controlflowgraph:60,conv2d:54,conv:[5,18,54,63,89],conv_act:5,conv_batchnorm_drop_r:5,conv_bias_attr:5,conv_filter_s:5,conv_fwd:63,conv_layer_attr:5,conv_num_filt:5,conv_op:4,conv_pad:5,conv_param_attr:5,conv_pool_2:42,conv_strid:5,conv_with_batchnorm:5,conveni:[26,28,56,70,85,86],convent:[18,28,36],convers:[50,51],convert:[10,18,33,42,43,44,50,51,52,63,78,80,86],convlay:4,convlut:86,convlution2d:18,convolut:[4,5,9,18,19,54,67,77,87],convolution2d:18,convolution_algorithm_opt:63,convoper:4,convproject:4,convtranslay:4,convtransproject:4,cool:110,cooper:86,coordin:[31,36],copi:[18,25,26,35,38,49,55,68,69,71,72,90,95,102,126],copy_from:45,copyright:[95,102],copyvariablewithtensor:89,core:[2,18,28,56,59,66,72,73,90,119],coreo:[126,140],corespond:18,corner:79,corpu:[10,86],correct:[4,18,27,28,50,71,126],correctli:[3,9,28,50,54],corresond:50,correspend:18,correspoind:26,correspond:[4,17,18,19,26,28,29,30,45,50,56,57,63,67,68,69,77,79,80,81,85,87,88,97,116],corss_entropi:26,cortex:50,cos:[4,85],cosin:[4,18,85],cosineop:85,cosineopproto:85,cosineopprotomak:85,cost:[18,25,26,28,42,55,70,71,75,76,89,95,102,119],cost_id:4,cost_np:76,could:[4,9,25,26,27,35,40,41,42,43,44,50,51,52,68,70,72,73,75,77,78,80,88,116,126],count:[3,18,31,39,46,76,78,86,118,124,127,133,135],counter:[14,22,31,35,43,55],cours:[3,39,67],covari:4,cover:[51,86],cp27:101,cp27m:[82,101],cp27mu:[82,101],cpp:[27,34,53,61,62,65,66,73,79,91,97,105,111,118,128],cprofil:[116,117],cprofilev:[116,117],cpu:[2,4,22,27,39,50,59,67,72,73,74,79,81,82,87,89,109,112,113,116,118,119,127,135],cpu_avx_mkl:101,cpu_avx_openbla:101,cpu_kernel:59,cpu_noavx_openbla:101,cpu_ns_:74,cpu_per_pserv:42,cpu_per_train:42,cpudevicecontext:[67,87,112],cpuelapsedu:74,cpuengin:62,cpuinfo:99,cpuplac:[22,42,59,63,67,87,89,112,113,119],cpusparsematrix:66,crash:[31,118],creat:[2,9,10,18,23,25,26,27,29,31,36,40,43,45,46,47,48,49,50,51,53,54,55,63,67,68,70,71,72,73,77,80,81,86,95,97,102,110,111,114,122,127,128,129,140],create_backward_pass:70,create_bias_paramet:111,create_block:77,create_doc_str:85,create_input_paramet:111,create_local_scop:47,create_oper:53,create_optimization_pass:70,create_paramet:77,create_python_ops_creatation_funct:85,create_rnn:29,create_rnn_op:68,create_tmp_var:77,create_tmp_vari:77,create_var:77,create_whileloop:90,creategradientoper:80,creatememori:63,createop:85,createoper:29,createprimitivedesc:63,createstack:126,createvari:29,creation:[53,126],creationd:126,creator:[9,10,33,79,80],creator_:80,credenti:49,crf:[87,89],critic:[54,116],crlf:110,crop:[11,87],crop_grad:87,crop_siz:11,crope:11,cropgradkernel:87,cropkernel:87,cross:[4,18,77,97,137,138,139],cross_entropi:[4,26,42,54,60,89],cross_entropy_with_selfnorm:4,crt:48,csc:111,csr:[111,122],csv:[22,97],ctc:[3,18],ctc_error_evalu:86,ctc_evalu:3,ctest:[98,109,110,112],ctor:77,ctrl:[109,125],ctx:[63,89,112,113],cubla:67,cublas_handle_:87,cublashandle_t:87,cuda7:[101,103],cuda8:[98,99,101],cuda:[22,30,52,67,74,79,87,109,112,118,133],cuda_context:52,cuda_dir:[132,133],cuda_fp16:50,cuda_so:[92,99],cuda_visible_devic:95,cudaconfigurecal:118,cudadevicecontext:[52,67,87,112],cudadevicegetattribut:118,cudaelapsedu:74,cudaevent_t:74,cudaeventcr:118,cudaeventcreatewithflag:118,cudafre:118,cudagetdevic:118,cudagetdevicecount:118,cudagetdeviceproperti:118,cudagetlasterror:118,cudahostalloc:118,cudalaunch:118,cudamalloc:118,cudamemcpi:118,cudaplac:[22,67,87,89],cudaprofilerstart:118,cudaprofilerstop:118,cudaprofilestop:118,cudaruntimegetvers:118,cudasetdevic:118,cudasetupargu:118,cudastream_t:87,cudastreamcr:118,cudastreamcreatewithflag:118,cudastreamsynchron:118,cudeviceget:118,cudevicegetattribut:118,cudevicegetcount:118,cudevicegetnam:118,cudevicetotalmem:118,cudnn:[4,7,18,30,59,63,67,87,89],cudnn_batch_norm:4,cudnn_conv:4,cudnn_conv_workspace_limit_in_mb:[132,133],cudnn_convt:4,cudnn_dir:[132,133],cudnn_kernel:59,cudnnavginclpadpool:4,cudnnavgpool:4,cudnnv5:98,cudrivergetvers:118,cuinit:118,cumtim:[116,117],cumul:4,cur_mem:69,curl:126,curli:[29,55],current:[4,18,28,29,30,31,34,36,40,44,46,51,59,67,68,69,72,73,74,77,83,89,90,114,126],current_block:[75,77],current_oper:75,current_word:[95,108],curv:26,custom:[26,39,50,54,69,72,79,86,126],custom_batch_read:78,custom_neg_class:18,cut:[9,90],cut_lin:9,cutoff:10,cv2:11,cxx:[137,138],cxx_compil:[137,138,139],cxx_flag:[137,138],cxxabi_1:101,cycl:31,cyclic:4,cython:65,d3e0:126,d_b0:54,d_b1:54,d_b2:54,d_block:54,d_f:54,d_g:54,d_h0:54,d_h0_bn:54,d_h0_relu:54,d_h1:54,d_h1_bn:54,d_h1_relu:54,d_h2:54,d_loss:54,d_loss_fak:54,d_loss_real:54,d_optim:54,d_step:54,d_t:54,d_w0:54,d_w1:54,d_w2:54,dandroid_abi:137,dandroid_arm_mod:137,dandroid_arm_neon:137,dandroid_standalone_toolchain:137,dario:86,darwin:126,dash:54,dat:33,data:[3,10,11,17,25,26,27,29,33,34,35,41,44,46,48,50,51,54,55,56,58,59,60,63,64,67,68,69,70,71,72,73,75,77,79,81,83,84,85,86,87,90,91,95,102,103,105,108,113,119,122,124,127,128,130,132],data_batch:95,data_feed:12,data_fil:11,data_i:54,data_lay:[34,95,105],data_layout:18,data_layout_:89,data_read:[9,78],data_reader_creator_random_imag:78,data_shar:90,data_typ:[9,10,64,84,86,89,91,96,102,103,108,122],data_type_:[59,67,89],data_x:54,databas:10,datacent:[33,49],datacenter1:33,datacenter2:33,datacenter_1:33,datacenter_2:33,datacenter_nam:33,datadim:4,datafeed:119,dataflow:56,dataflow_analysi:60,datalayout:89,dataparallel:42,dataprovid:[95,97,128],dataprovider_convert:86,datasci:4,dataset:[18,33,39,42,72,78,86,102,103,108,116,117,124],dataset_nam:11,datatransform:89,datatyp:[10,18,59,63,84,86,89,91],dcgan:54,dcmake_build_typ:[114,120],dcmake_install_prefix:[120,137,138,139],dcmake_system_nam:[137,138,139],dcs:10,dcuda_arch_nam:98,dcudnn_root:98,ddim:[67,87,113],dead:31,deal:[28,140],deb:110,debug:[27,28,42,49,51,77,114,116,117],debug_str:56,decai:[6,23],decar:9,decayedadagradoptim:20,decayr:34,decent:35,decid:[26,38,54,64,72,80,81,84],declar:[18,29,54,68],decod:[4,5,18,86,107,108],decoder_boot:108,decoder_dim:69,decoder_group_nam:108,decoder_input:[69,95,108],decoder_mem:[69,108],decoder_prev:5,decoder_s:[95,108],decoder_st:[5,108],deconv:[4,54],deconvolut:4,decor:9,decrement:43,decrementcount:43,decrypt:126,deduc:79,deep:[4,18,28,38,41,47,54,55,60,62,74,79,81,86,87,118],deeper:52,deepspeech2:61,def:[4,9,26,27,28,33,39,45,46,53,54,56,59,60,68,69,70,77,78,85,90,95,97,102,105,108,111,112,128],def_block:54,defalut:[18,22],default_block:54,default_decor:128,default_devic:135,default_initi:18,default_main_program:[17,119],default_param_attr:77,default_st:90,default_startup_program:119,default_valu:135,defaultdict:60,defaultinfervartyp:58,defect:73,defer:38,defin:[4,5,9,25,26,28,29,30,31,38,40,43,44,45,50,51,52,53,54,56,59,60,67,68,71,75,77,78,79,83,85,87,90,95,102,112,116,119],define_py_data_sources2:97,definit:[28,29,31,35,42,47,52,59,75,80,85,90,116,119],definiton:53,degener:18,degre:4,delai:[72,87],delet:[18,39,48,110],deletestack:126,delimit:[3,97],deliv:140,delta:[4,27],delv:4,demand:[31,87],demo:[4,10,79,127,130],denot:18,dens:[4,9,36,37,84,86,126],dense_arrai:[9,96],dense_vector:[9,102,103,122],dense_vector_sequ:[9,122],dense_vector_sub_sequ:122,densescann:86,dep:30,depart:86,depend:[18,29,30,31,39,42,44,56,71,76,84,140],dependent_var:76,deploi:[4,140],deploy:[56,64,79,126,140],deprec:[4,86],depth:[29,51,86],dequeu:44,deriv:[1,26,42,45,57,70],desc:[29,45,63,64,77,85,90],desc_:29,descend:[18,90],descent:[4,31,72],descproto:64,describ:[17,26,28,29,30,35,40,42,47,52,59,63,64,68,69,73,75,77,79,84,85,89,91,126,127],describestack:126,describestackev:126,describestackresourc:126,descripotor:63,descript:[3,10,29,30,58,62,64,67,80,84,86,89,91,126,128],descriptor:[41,63,89],deseri:[25,64,73],deserializ:79,desgin:55,design:[4,9,18,28,34,59,60,65,72,74,81,140],desir:[9,31,42,72,126,127],destin:[18,36,49],destroi:[29,47],destruct:83,destructor:74,det_output:3,detail:[2,3,4,5,6,10,18,27,28,35,39,42,44,49,51,54,56,60,63,64,67,68,74,77,81,83,87,89,90,91,116,126,140],detect:[18,58,110],detection_evalu:3,detection_output:3,determin:[4,9,18,29,42,60,67,79],dev:[79,92,99,109,110,116,117,137,140],dev_ctx:[29,63,74],devel:82,develop:[28,30,51,58,73,74,77,80,82,86,110,116,119,138],deviat:2,devic:[2,40,42,46,50,56,62,63,67,71,73,74,79,89,92,99,113,119,135],device_:74,device_context:[63,112],device_count:18,device_typ:18,devicecontext:[29,67,74,112],deviceid:[62,135],deviceid_:62,deviceplac:87,devid:4,devot:86,dhcp:140,diagon:18,diagram:68,diamond:54,dic:11,dict:[3,10,25,28,77,97,105,128],dict_dim:[95,105],dict_fil:[3,105],dict_siz:[10,18,34,69],dictionari:[3,4,10,18,25,26,27,77,95],did:73,diff:[95,110],diff_mat:27,differ:[3,4,18,22,25,28,29,30,31,36,38,42,43,44,45,46,47,50,51,54,56,57,60,63,67,69,71,72,74,76,80,83,86,88,89,90,91,116,126],differenti:53,difficult:[3,27,51],dig:126,digit:4,digraph:56,dilat:[4,18,63],dilation_h:18,dilation_i:4,dilation_w:18,dim0:112,dim1:112,dim:[4,9,18,19,21,34,63,64,68,79,84,87,91,111,112,113],dim_:[87,113],dimens:[1,4,5,7,9,18,19,21,54,79,84,86,87,90,95,113],dimension:[4,18,122],dimes:4,dios_arch:138,dios_enable_bitcod:138,dios_platform:138,dios_use_veclib_for_bla:138,dir:[92,128,137],direcit:86,direct:[4,5,11,18,51,60,72,86,116],directli:[5,30,37,39,42,50,59,73,85,89,90],directori:[4,17,30,33,38,48,49,87,110,114,118,127],dirnam:17,disabl:[18,74,97],disadvantag:[72,77],discard:[9,31,35,69,110,133],discexp:97,discount:4,discov:31,discoveri:126,discret:4,discrim:54,discuss:[26,29,35,36,37,42,63,86],disk:64,dispatch:[42,73],dispens:18,displac:18,displai:[39,49],dissimilar:18,dist:[82,92,98],dist_train:[26,39],distanc:[3,4,18],distinguish:30,distribut:[4,18,29,35,36,37,38,40,41,46,52,71,79,86,91,95,102,130,131,133,140],distribute_test:[132,133],distributedli:42,disucss:26,div:18,divid:[4,6,18,28,46,85,91,116],divisor:18,diy_beam_search_prob_so:[132,133],dnn:[63,86,92],dns:126,do_forward_backward:78,doc:[9,56,68,90,112,114,124,125,128],doc_cn:114,docker:[82,92,98,99,110,114,124,126,127,128,130,131,137,140],docker_build:26,docker_clust:[125,129],docker_push:26,dockerfil:[109,110,128,137,139],document:[4,5,18,27,42,48,55,68,69,74,79,86],doe:[5,18,31,35,36,38,39,40,42,44,47,50,56,60,68,73,77,79,80,81,119],doesn:[2,4,9,26,29,40,41,78,116],doing:[34,38,42,55],domain:126,don:[5,26,30,53,55,60,78,86,126],done:[3,4,5,28,30,31,35,36,42,43,58,60,64,72,80,81,86,110,116,118,126,128],dot:[4,5,19,112],dot_period:[128,133,135],dotmuloper:4,dotmulproject:4,doubl:[18,42,50,55,74,89,112,133],down:[86,118],download:[10,30,31,34,38,48,92,127,140],doxygen:110,dozen:30,dpython_execut:92,dpython_include_dir:92,dpython_librari:92,draw:69,drive:83,drop:[4,5,18,19,69],drop_fc:96,drop_rat:[2,96],drope:18,dropout:[2,5,19,96],dropout_prob:18,dropout_r:[4,18,19,96],drpi_arm_neon:139,drpi_toolchain:139,drwxr:127,ds2:86,dst:[36,63],dst_primitive_desc:63,dtoh:118,dtype:[18,41,42,56,77,97,119],due:[35,38,54,60,69,77,116,117],dummi:[25,35],dump:[64,123],dump_config:123,dump_v2_config:123,duplic:[18,44],durat:35,dure:[4,5,17,18,28,29,31,35,38,39,46,51,60,71,72,74,77,79,86,91,126,140],duse_eigen_for_bla:137,dwith_c_api:[66,120,137,138,139],dwith_doc:114,dwith_golang:120,dwith_gpu:[98,114,120,139],dwith_mkl:[114,120],dwith_profil:118,dwith_python:[66,120,139],dwith_swig_pi:[66,120,137,138,139],dwith_test:[98,112,138],dwith_tim:118,dynam:[18,36,66,68,77,78],dynamic_cast:111,dynamic_recurrent_op:90,dyogatam:18,e2e:140,each:[3,4,5,7,9,10,18,19,25,27,28,30,31,34,35,36,38,39,40,41,42,45,46,47,52,55,58,60,63,67,68,69,71,73,74,76,77,78,79,80,83,84,85,86,87,88,89,90,91,116,126,140],each_feature_vector:1,each_time_step_output:1,eager:51,earli:[50,52],eas:[9,58],easi:[27,28,69,72,78,79,81],easier:[26,44,50,51,78,88,90],easili:[26,54,71,74,78,80,83,87],echo:[92,99],edg:[11,60],edit:[3,18,41,126],editdist:18,editor:77,edu:[10,18,126,127],eeoi3ezpr86c:126,effect:[4,18,25,126],effici:[4,42,64,78,86,87],effort:[42,86],efg:4,efs:126,efs_dns_nam:126,efsvol:126,egd:60,eigen:[50,67,72,79,81,87,112],eigen_device_:87,eigen_use_gpu:112,eigenmatrix:113,eigentensor:113,eigenvector:113,either:[4,5,9,18,25,26,42,54,57,58,68,72,81,95,102],elabor:86,elb:126,elbapis:126,electr:60,electron:127,elem_dim:4,elememt:4,element:[3,4,5,9,11,18,25,27,35,41,44,56,69,79,112],element_typ:36,elementari:79,elementwis:[18,19],elif:[26,85,88],elliott:10,els:[26,34,39,41,42,44,45,51,54,57,58,59,60,83,85,88,99,105,111],elsewher:74,emac:109,emailweixu:30,emb1:[34,105],emb2:[34,105],emb:[95,97,105,127],emb_group:105,emb_para:97,emb_param_fil:97,emb_sum:95,embed:[26,29,34,44,58,69,84,90,97,108],embedding_lay:[34,95,105],embedding_nam:[4,108],embedding_s:[4,108],empir:[4,18],emplace_back:111,emploi:[28,45,85],empti:[3,9,18,28,31,69],emul:50,enabl:[2,4,18,29,30,35,40,44,45,56,74,109,118,126],enable_grad_shar:[132,133],enable_parallel_vector:133,enableonstart:22,enc_proj:[5,108],enc_seq:5,enc_vec:108,encapsul:36,encod:[5,35,69,105],encoded_proj:[5,108],encoded_sequ:[5,108],encoded_vector:108,encoder1:105,encoder1_expand:105,encoder1_last:105,encoder1_rep:105,encoder2:105,encoder2_rep:105,encoder_ctx:69,encoder_ctx_expand:69,encoder_ctx_proj:69,encoder_dim:69,encoder_last:4,encoder_out_seq:69,encoder_s:108,encount:[18,34],encourag:[42,47],encrypt:126,encrypt_decrypt:126,end2end:140,end:[3,4,10,18,22,25,28,29,42,45,52,56,60,69,73,74,78,83,86,88,108,110],end_id:18,end_pass:26,end_po:4,endforwardbackward:[25,95],endian:64,endif:[67,74],enditer:[25,26,95,102],endpass:[25,26,102],endpoint:[9,18,33,126],endtrain:26,engin:[39,62,63,86],english:[4,10,86],enough:[28,29,59,60,67],enqueu:44,ensembl:5,ensur:[31,63,71,83],enter:[29,47],enterpris:79,entir:[4,5,10,36,38],entiti:[3,29,83],entranc:47,entri:[9,18,35,39,58,126],entropi:[4,18,77],entry_point:39,enumer:[1,67,97],env:[95,114,116,117,126,128],environ:[26,42,92,116,118,126,127],environmenterror:124,eol:110,eos_id:[4,108],epoch:54,epol:41,epsilon:[4,6,18],equal:[4,5,18,19,31,90,105,112],equat:[3,4,5,6,18,60,112],equival:[26,29,40,45,51,57,85,140],erlang:41,error:[2,3,4,5,18,26,27,35,49,50,51,63,83,86,92,97,120,126,133],error_clip:45,error_clip_callback:45,error_clipping_threshold:[2,95],errorclipbyvalu:45,espeaci:18,especi:[4,5,17,62],essenc:[26,28],essenti:[4,26,47,50],establish:40,estim:[4,18,26,44,72],eta:127,etal:[10,18],etc:[3,9,18,29,41,42,46,63,71,72,78,83,86,126,140],etcd:[9,25,31,35,36,38],etcd_addr:36,etcd_endpoint:9,eth0:[126,128],etyp:41,euclidean:4,eval:[3,29,46,54,79],eval_program:46,eval_result:46,evalu:[4,12,18,24,25,38,56,76,86,118,119,123],evaluate_difficult:3,even:[26,50,71,77,78],evenli:[36,126],event:[22,95,102,127],event_:74,event_block:74,event_handl:[25,26,95,102],eventkind:74,eventlist:74,eventu:[42,90],everi:[3,4,5,9,18,26,31,35,36,38,45,46,55,56,58,60,63,67,68,71,77,83,85,89,102,119],everyth:[42,44,54],evid:73,evolv:51,exactli:[4,5,95,126],exampl:[3,4,5,9,10,11,18,19,25,29,39,42,44,46,49,51,52,53,54,55,56,58,60,63,67,68,69,73,74,75,77,78,79,80,81,84,87,88,89,90,116,119,126],example_read:9,exc_path:92,exceed:4,except:[4,10,21,23,38,40,51,55,74,86,90,102],excess:60,exchang:73,exclud:4,exclude_mod:4,exclude_param:25,excluded_chunk_typ:[3,14,18],exclus:18,exconv:4,exconvt:4,exdb:10,exe:[42,119],execut:[4,18,22,30,31,35,39,40,41,42,46,47,52,54,56,60,63,71,74,80,91,116,126],executioncontext:[63,89,112,113],executor:[12,17,40,42,46,50,51,52,54,70,75,77,89,91,116,117,119],exist:[26,29,31,49,51,69,77,78,80,85,87,90,113,126],exit:[36,49,127],exp:97,expand:[18,69,105],expand_a:[4,104,105],expand_lay:105,expand_level:[4,104],expandconvlay:4,expandlevel:104,expans:4,expect:[4,89],expected_desc:63,expected_kernel_kei:89,experi:[64,86],expert:30,expir:31,explain:[3,18,31,40,51,53,55,116],explan:[4,18,27,39,40,42,83,89],explicit:[74,90,111],explicitli:[26,42,47],explod:45,explor:[4,69,81],expon:4,exponenti:[1,18],expos:[28,37,41,63,64,87,90,126],express:[26,44,46,56,60,95,102,126],extend:[3,72,90],extens:[38,44,69],extent:66,extern:[30,62,65,66,79,86],extern_mklml:92,external_librari:30,extingrad_:62,extinval_:62,extoutgrad_:62,extoutval_:62,extra:[2,4,5,21,42,81,87,140],extra_lay:25,extraattr:[2,135],extraattribut:4,extraattributenon:4,extract:[3,4,18,51,73,86,126],extralayerattribut:[2,5,95,96],extralayeroutput:5,extrem:[4,40,51],f1205:97,f120da72:127,f7e3:126,fa0wx:127,fabric:[124,125],face:[30,81],fact:[18,40,51,71,75,77],factor:[2,4,6,18],factor_s:4,factori:65,fail:[31,35,69,92,97,127,133],failur:[31,36],fake:54,fake_imag:78,faked_imag:54,fall:[50,76],falloc:48,fals:[2,3,4,5,6,9,10,18,27,28,29,51,57,59,61,68,75,76,78,84,91,95,102,103,105,108,111,112,122,124,127,135],false_block:[29,57,75],false_label:78,false_neg:46,false_posit:46,false_read:78,fan_in:18,faq:136,far:[45,90],fashion:42,fast:[4,35,51,118],faster:[4,5,18,31,51],fastest:51,father:28,fault:[25,35,79],fbd1f2bb71f4:127,fc1:[56,111,135],fc1_bia:56,fc1_weight:56,fc2:[56,135],fc3:[56,135],fc4:135,fc8a365:126,fc8a:126,fc_act:5,fc_attr:5,fc_bias_attr:5,fc_layer:[77,85,95,97,105,135],fc_layer_nam:5,fc_mat:25,fc_op:85,fc_out:[18,29],fc_output:85,fc_param_attr:5,fc_without_b:29,fclayer:111,fcop:53,fdata:105,feasibl:72,featur:[1,4,9,10,18,28,42,50,56,71,74,86,110],feed:[5,17,25,26,42,55,68,81,102,119],feed_dict:54,feed_list:[13,119],feed_target_nam:17,feeded_var_nam:17,feeder:[9,42,119],fetch:[10,31,34,42,76,92,110,119],fetch_list:[42,77,119],fetch_op:76,fetch_target:17,few:[30,31,41,42,60,72,78,84,86],fewer:[4,18,41,77],fft:86,fg0:4,field1:25,field2:25,field:[4,10,21,25,29,56,58,64,76,77,80,84,85,95,126],fifth:55,figur:[26,30,42,44,54,62,68,74,77,86],file:[3,4,9,10,11,17,22,25,26,28,30,31,33,35,36,38,39,41,48,49,51,52,56,64,66,78,79,86,87,91,95,102,110,112,119,140],file_nam:[97,105],file_typ:9,filelist:86,filenam:[11,33,77,95,116,117],fileoffset:48,filesystem:[38,39,42,48,126],fill:[4,31,35,67,77,122,126],fill_zero_grad:79,fill_zeros_like_op:28,filter:[4,5,17,18,45,63],filter_s:[4,5,18,19],filter_size_h:18,filter_size_i:4,filter_size_w:18,filter_strid:18,find:[4,18,29,31,38,41,50,56,63,69,83,89],find_var:27,findmemori:63,findop:29,findprimit:63,findprimitivedesc:63,findvar:[29,83],fine:[2,35,53],fingerprint:126,finish:[18,31,35,38,39,47,60,71,85,126,127],first:[4,18,22,25,26,28,29,31,35,38,39,40,42,47,49,51,54,55,56,63,68,69,75,76,77,79,84,85,86,87,88,90,112,113,122,126,140],first_n:18,first_seq:108,firstli:[3,4],firstn:9,firstseen:127,fit:[10,17,50,59,60,64,69,79],five:75,fix:[2,4,18,42,60,65,77,86,110,116,122],flag:[4,10,18,22,61,62,74],flatten0:56,flatten:[18,56,75,77,113],flatten_result:95,flexibl:[4,5,22,26,36,42,51,55,59,68,69,72,78,87,90],flip:11,flist:124,fliud:40,float16:41,float16_t:50,float32:[9,18,42,50,53,54,77,78,97,112,119],float64:18,float_16:18,float_to_half_rn:50,floor:[4,97],flow:[18,29,40,41,68,74,82,88],fluid:[0,13,14,15,16,17,18,19,20,21,22,23,28,42,44,47,67,74,77,87,88,89,116,117],fluid_cuda_create_tensor:52,fluid_cuda_mult:52,fluid_cuda_read:52,fly:28,fmt:97,fname:97,fnt03:126,focu:[41,56,116],folder:[30,33,39,49,126],follew:18,follow:[3,4,5,6,9,10,11,18,19,25,26,27,28,29,30,31,35,39,40,41,42,44,47,50,51,52,53,54,55,56,57,58,60,63,67,68,69,71,72,74,75,76,77,78,79,80,81,83,84,85,86,87,88,89,90,116,119,126,130,131,140],footprint:52,forbid:26,forc:[71,77,89],force_cpu:[18,59],force_cudnn:59,force_load:65,forest:29,forget:[6,18,26],forget_bia:18,fork:4,form:[4,5,18,41,46],formal:89,format:[3,9,10,11,18,22,25,27,35,42,50,51,67,69,86,90,103,110,111,122,126],former:[26,30,51,60,72],formul:18,formula:[4,5,6,18,27,60],formular:4,forth:54,forward:[1,4,5,18,27,28,29,34,36,45,51,54,61,62,63,64,70,73,75,78,79,80,81,84,111],forward_infer:63,forward_list:74,forward_op:27,forward_proj:18,forward_train:63,forwardactiv:111,forwardbackward:25,found:[50,75,81,83],four:[3,18,46,51,55,63,67],fourth:18,foward:76,fp16:[50,79,91],fp32:[67,79,89,91],fp64:[67,91],fparam:97,fpga:[67,119],fpgadevicecontext:87,fpgaengin:62,fpgaplac:[67,87],frac:18,frame:[3,47,79,86,90],framework:[26,28,29,41,45,46,50,51,56,67,71,72,74,75,79,81,83,85,87,112,116,117,119],frank:10,free:[10,52,87,140],freememoryop:52,frequenc:[10,86],frequent:[35,78,79,81,87],fresh:38,friend:83,friendli:54,from:[3,4,5,9,10,11,14,17,18,22,25,27,28,29,30,31,33,34,35,36,40,41,42,44,45,46,49,50,51,53,54,55,56,57,59,60,63,68,69,70,71,73,75,77,78,79,80,83,86,87,88,89,90,92,107,112,113,116,117,118,123,126,127,140],from_no_sequ:[4,104],from_sequ:[4,104],from_tar:[25,102],fromfil:[78,97],fromstr:97,front:[56,60],fuction:22,fulfil:118,full:[4,18,31,38,68,71,72,140],full_matrix_project:[5,105,108],fulli:[18,42,44,86,140],fullmatrixproject:4,fullsiz:34,fully_matrix_project:5,fullyconnect:[56,77],fullyconnectedlay:111,func:[9,35,40,52,80],funciton:[5,18],functor:[53,56],fundament:[41,44,50,79],funtion:18,further:[4,85,140],furthermor:18,futur:[4,18,38,42,50,60,68,79],future_context_s:18,fvs:85,fwd_desc:63,fwd_op:80,fwd_primit:63,fwd_primitive_desc:63,fwd_var:45,g_b0:54,g_b1:54,g_b2:54,g_block:54,g_command_config_arg:[61,62],g_h0:54,g_h0_bn:54,g_h0_relu:54,g_h1:54,g_h1_bn:54,g_h1_relu:54,g_h2:54,g_im:54,g_loss:54,g_optim:54,g_program:77,g_state:74,g_step:54,g_w0:54,g_w1:54,g_w2:54,gain:4,gan:26,gangliao:30,gate:[4,5,18,19],gate_act:[4,5,105],gate_activ:18,gate_attr:4,gate_bias_attr:4,gate_param_attr:4,gate_recurr:4,gate_v:18,gatedrecurrentlay:61,gather:[4,18,28,60,71,73,112],gauss:2,gaussian_normal_random:54,gcc:[50,52,65,79,98,109,116,137,139],gcc_3:101,gcreators_:85,gemm:61,gen:4,gen_proto_pi:114,gen_rand_param:97,gender:[10,128],gendrated_id:69,gener:[3,4,5,9,25,26,27,28,29,30,31,33,35,36,38,40,42,51,53,58,60,63,67,71,72,75,76,77,78,79,80,84,85,86,87,88,90,102,118,122,126,128,135],generated_id:69,generated_scor:69,generated_word_embed:4,generatedinput:[4,107,108],genr:128,gereat:3,german:10,germani:10,get:[3,4,10,17,18,25,27,28,29,30,31,35,36,38,39,48,51,54,56,59,60,61,62,63,67,68,69,74,77,79,80,83,85,89,90,95,99,111,116,117,122,125,126,127,129],get_all_op_proto:85,get_block:77,get_config_arg:135,get_data:127,get_dict:10,get_dim:27,get_embed:10,get_float_el:27,get_grad:[25,95],get_grad_op_desc:28,get_input_lay:111,get_lin:9,get_movie_title_dict:10,get_numeric_gradi:27,get_numerical_gradi:27,get_output:27,get_program:60,get_sample_from_lin:95,get_shap:25,get_support:[92,101],get_symbol:56,get_tensor:27,get_var:18,get_vari:29,get_word_dict:10,get_worker_addr:40,getactualkerneltyp:59,getattr:45,getbatchs:111,geteigendevic:113,getengin:63,getenv:[26,39,124,128],getexpectedkerneltyp:[59,63,89],gethostbynam:128,gethostnam:128,getidmap:128,getinfervartyp:58,getinput:111,getinputgrad:111,getinputvalu:111,getkerneltyp:50,getkerneltypeforvar:89,getlayeroutput:[25,95],getlibrari:63,getmat:34,getoptconfig:34,getoutputgrad:111,getoutputvalu:111,getparam:34,getparameterconfig:34,getparameterptr:111,getparameterspars:34,getparametersremot:34,getplac:[63,87,112,113],getpodlist:128,getsiz:111,gettask:35,gettempl:126,gettensor:89,gettranspos:111,getw:111,getweight:111,getwgrad:111,gflag:120,gflags_complet:120,gflags_declar:120,gist:5,git:[82,92,98,109,110,114,120,137,139],github:[5,10,18,30,54,67,82,92,98,109,110,114,116,117,119,120,137,139],give:[18,31,68,77,79,89,126],given:[4,9,18,19,25,28,36,38,41,44,45,51,53,54,69,78,81,90],glibc:[137,139],glibc_2:101,glibcxx_3:101,glide:30,global:[2,18,23,26,29,30,31,52,56,59,73,74,79,83,85,87,89,109,118,126],global_block:77,global_learning_r:2,global_pool:18,globalstat:118,globalstatinfo:118,glog:120,gnueabihf:139,go_librari:30,go_test:30,goal:[41,44,50,55,71,79,86],gob:35,godep:30,godoc:65,goe:[5,31,51,57,83,119],going:[28,53,72,116,140],golang:30,good:[41,54,72,77,78,81,116,140],googl:[18,26,74,79,97,116,117,120,137],googleapi:126,googlenet:62,goroutin:[40,41],got:[59,83],govern:[95,102],gpg2:126,gpg:126,gprof:117,gprotos_:85,gpu:[2,4,7,22,27,39,41,46,50,60,67,71,72,73,74,79,81,82,87,89,92,99,101,103,109,118,119,122,124,135,140],gpu_id:[95,133,135],gpu_per_train:42,gpudevic:87,gpugpu_id:132,gpukernel:79,gpustarttimestamp:22,grab:31,grad:[27,28,36,45,62,77,84,95,133],grad_info_map:28,grad_n:45,grad_nam:45,grad_op:45,grad_op_class:79,grad_op_desc:45,grad_op_maker_:80,grad_op_typ:[79,80],grad_op_type_:80,grad_s_block:28,grad_share_block_num:[132,133],grad_to_var:[28,45],grad_var_nam:27,gradient:[2,3,4,6,18,23,25,31,35,41,43,45,55,58,70,71,72,73,77,79,84,116,123,124,128,133],gradient_clip:21,gradient_clipping_threshold:[2,95],gradient_evalu:3,gradient_flat:27,gradient_machin:[25,66,120],gradientmachin:[25,66,73,128],gradientmachine_:34,gradopdescmak:[58,80],gradopdescmakerbas:80,gradopmak:80,grai:11,grain:53,gram:86,grandient:25,grant:126,graph:[4,18,25,28,29,30,31,40,41,42,43,44,46,51,54,68,71,72,75],great:[44,86,140],greater:[4,18,45,72,122],greaterthan:85,greedi:[18,86],green:[40,54],grep:[99,129],gridsize3d:22,groudtruth:108,ground:[3,4,18],group:[5,18,35,56,63,87,140],group_input1:108,group_input2:108,group_input:[105,108],grouplen:10,grpc:140,gru:[4,18,69,86],gru_bias_attr:5,gru_decod:108,gru_decoder_with_attent:108,gru_layer_attr:5,gru_memori:5,gru_out:69,gru_param_attr:5,gru_step:[69,108],gru_step_lay:5,grumemori:[5,96,108],gserver:[4,61,62,111],gsizex:118,gtx:60,guarante:[63,77],guard:34,guest:101,gui:116,guid:[22,48,60,79,126,127],gutmann10a:18,gzip:[35,127],h0_bn:54,h_0:18,h_f:18,h_prev:29,hadoop:26,half:[4,18,19,50,126],half_to_float:50,hand:[60,79,86,87],handi:30,handl:[9,26,28,39,40,42,56,60,63,67,73,78,83,87,90,119],handler:[25,29],hannun:86,happen:[18,35,85],hard:[42,51,69,86,90,126],hardshrink:18,hardsigmoid:18,hardwar:[51,52,87],has:[3,4,5,10,18,19,22,26,27,28,29,30,31,35,36,38,41,42,44,45,46,50,51,54,56,60,64,67,69,71,74,75,79,84,85,87,89,118,119,122,126,140],has_kei:[25,28,45],has_selected_colum:4,has_var_recurs:28,hasdependentvar:76,hash:[67,71],hasn:51,hassubseq:105,have:[4,5,9,18,19,22,26,27,28,29,30,31,35,36,38,39,41,42,44,45,47,50,51,52,53,54,55,59,60,63,64,67,68,69,71,72,73,74,75,77,78,79,80,83,84,86,87,89,91,126,140],haven:51,hdf:[9,33],head:[19,112,129],header:[36,64,66,79,87,97],headip:129,height:[4,9,11,18,29,65,78,97,111,112,122],height_:84,held:31,hello:26,help:[4,18,29,49,51,56,63,69,78,79,90,110,116],helper:[18,42,63,80,90],henc:[42,72,77,80,81,83],here:[2,3,4,5,9,18,19,21,26,30,31,37,41,44,45,47,49,51,55,56,63,67,68,78,81,85,122,126,140],heterogen:[42,44,74],heurist:[4,44,69],hidden:[4,5,18,70,77,96,97,126],hidden_a:97,hidden_b:97,hidden_dim:[18,105],hidden_out:29,hidden_s:5,hidden_t_prev:18,hidden_v:18,hidden_valu:18,hierach:107,hierarch:[4,75,77,79],hierarchi:79,high:[2,50,71,86,87,140],higher:[53,68,90],highest:[9,29],highli:[10,86,90],him:26,hint:[59,116],histor:53,histori:6,hl_get_sync_flag:111,hold:[26,28,31,35,37,41,50,54,56,58,60,83,85,87,89,113,126],holder_:[87,113],home:[33,49,99,116,117,126,127,128,129],honor:35,hook2:105,hook:[2,105],hookattr:2,hookattribut:2,horizont:[4,11],host:[30,39,74,126,127],host_c:[137,138,139],hostfil:129,hostnam:126,hostnetwork:128,hostpath:[127,128],hostport:126,hot:18,hous:[10,103],how:[2,4,18,26,29,31,35,40,41,42,47,49,51,53,56,59,63,68,69,73,74,81,85,89,116,126],howardjohnson:105,howev:[4,5,18,27,28,38,41,42,47,51,60,67,72,73,77,78,80,81,84,85,86,87,89,126],howto:[124,125,128],hpp:[50,65],html:10,htod:118,http:[4,5,10,18,30,39,54,82,92,95,98,99,102,109,110,114,116,117,119,120,126,127,137,139,140],hub:82,huber:4,huge:72,human:[4,74,86],hwc:11,hyp:18,hyper:[4,54],hyperparamet:[4,81],hyperplan:9,hypothesi:18,i1116:128,i1117:118,i386:138,iOS:138,iamfullaccess:126,iamusersshkei:126,icc:52,iclrworkshop2016:18,icml:86,ics:10,id_input:3,id_rsa:129,idea:[30,41,51,52,72,78,81,116],ideal:[42,89],ident:[4,18,80,126],identifi:[4,57,67],identityoffsetproject:4,identityproject:4,idmap:128,ids:[3,4,18,69,95,122],ids_arrai:122,idx:[35,54,60,111],ies:49,if_els:88,if_else_op:28,ifdef:[67,74],ifels:[29,75],ifelseop:75,ignor:[4,17,18],ignored_token:18,iii:86,iil:97,illustr:[3,18,31,36,42,53,68],im2col:18,im_siz:54,imag:[7,8,9,10,18,26,42,51,54,55,69,70,75,78,86,109,110,126,127,128,130,131,140],image_a:78,image_b:78,image_conv_lay:86,image_fil:78,image_h:18,image_lay:78,image_nam:26,image_path:78,image_reader_cr:78,image_w:18,imagenet:[4,33],imagepullpolici:[126,128],imageri:4,images_reader_cr:78,imagin:55,img2label:11,img:[4,5],img_conv_lay:5,img_pool_lay:5,imgsiz:118,imgsizei:118,imgsizex:118,immedi:[60,63,72,81,126],immutable_paramet:26,imper:40,imperfect:79,implement:[4,5,9,18,19,23,29,35,36,37,38,39,40,41,42,44,51,53,56,57,58,60,63,65,66,67,69,73,76,83,85,86,87,88,89,90],implemet:34,impli:[30,95,102],implicitli:40,imposs:[69,140],impractic:89,improv:[4,43,44,60,79,86,116,126],in_arg:122,in_fals:18,in_plac:18,in_tru:18,inarg:34,inbound:126,inc_path:92,includ:[3,4,5,10,11,18,26,29,30,36,39,41,50,51,54,56,60,65,66,68,69,74,75,77,79,85,110,112,116,118,120,126,137,138,139],inclus:[18,69],incom:[40,59],incorpor:4,incorrect:4,increas:[31,35,50,97],increment:[46,55,60],incupd:111,inde:[9,41],independ:[4,18,27,28,36,43,83,87,140],index:[3,4,7,9,10,18,25,27,28,29,31,35,40,75,77,90,105,126],indexslot:4,indiact:18,indic:[3,4,10,18,21,28,29,36,47,54,68,75,80,84,87,90,122,126],indice_map:90,indices_map:90,individu:[31,71,126],industri:[31,64,140],ineffici:[73,89],infer:[11,17,18,26,28,29,31,46,51,57,58,59,60,61,65,67,76,77,79,84,86,89,102,103],infer_shap:77,infer_var_type_:58,inferer:86,inferfac:58,inferior:38,infershap:[29,77,79,112,113],infershapecontext:[112,113],infervartypefn:58,info:[3,4,10,50,68,95,102,105,111,125,128,140],infom:4,inform:[4,10,18,25,29,39,49,56,59,60,63,64,67,68,71,77,81,83,84,116,126],infrastructur:[51,126],ingrad_:62,ingredi:[41,86],inherit:[22,29,70,79,87],ininst:26,init:[2,18,25,29,43,54,62,68,69,102,103,111,124,126,128],init_attr:77,init_batch_dim_idx:18,init_from_tar:25,init_hook:105,init_model_path:[132,133,135],init_valu:18,initi:[2,4,5,10,12,18,21,25,28,30,35,40,42,43,44,46,55,68,71,72,77,81,85,90,103,119,133],initial_max:[2,97],initial_mean:[2,4,97],initial_min:[2,97],initial_std:[2,4,97],initialize_op_attr:77,initrd:140,inlcud:5,inlin:[87,113,126],inner:[4,95,105,122],inner_:105,inner_mem:105,inner_param_attr:5,inner_pos_arrai:122,inner_rnn_output:105,inner_rnn_st:105,inner_rnn_state_:105,inner_seq_pos_arrai:122,inner_step:105,inner_step_impl:105,inproj_attr:4,inproj_bias_attr:4,inproj_param_attr:4,input0:113,input1:[4,5,113],input2:4,input:[1,3,4,5,7,9,11,14,17,18,19,25,27,28,29,34,38,40,42,43,44,45,46,50,51,52,53,54,55,56,58,59,60,62,63,67,68,69,72,73,76,77,78,79,80,83,85,86,87,89,90,95,96,97,102,103,104,105,107,108,111,112,113,119,122,128,135],input_conf:4,input_data:111,input_data_target:111,input_dim_idx:18,input_dtyp:18,input_featur:1,input_hassub_sequence_data:111,input_id:4,input_imag:5,input_index:111,input_label:111,input_lay:111,input_loc:4,input_nam:26,input_proj_bias_attr:5,input_proj_layer_attr:5,input_seg:90,input_seq:[4,18],input_sequence_data:111,input_sequence_label:111,input_sparse_float_value_data:111,input_sparse_non_value_data:111,input_t:111,input_to_check:27,input_typ:[95,105],input_valu:27,input_var:[27,77],inputbuff:34,inputdef:111,inputgradi:80,inputlayers_:111,inputs_to_check:27,inputsizechang:63,inputtyp:9,insert:[18,28,45,52,71,76,79,80,110],insid:[3,5,28,31,42,44,45,46,59,63,73,74,78,79,80,126],inspir:74,instal:[4,18,39,62,82,92,98,99,101,103,110,114,116,117,120,124,127,137,138,139],install_android:137,instanc:[4,18,27,29,31,33,37,40,42,43,45,47,52,57,63,68,69,72,77,79,80],instance_ip:126,instanti:[31,47,119],instead:[4,5,7,28,30,34,39,40,41,42,50,51,55,56,86],instrins:50,instruct:[29,55],int16:91,int32:[18,67,75,90,91,133],int64:[18,42,48,67,84,89,91],int64_t:74,int8:67,integ:[3,4,9,18,35,39,40,50,65,69,102],integer_sequ:95,integer_valu:[9,95,102,105,122],integer_value_sequ:[9,69,86,105,108,122],integer_value_sub_sequ:[105,122],integr:[3,18,140],intel:[51,67,87],intellig:60,inteloptimizedpaddl:62,intens:86,inter:[4,18,42],interact:[4,42,126],intercept:4,interchang:[55,79],interconnect:71,interest:[40,50,71],interfac:[2,4,5,22,25,29,35,39,49,56,71,73,79,80,86,87,126,140],intergr:4,intermedi:[18,42,49,52,54,60,70,86],intern:[4,5,25,50,86,116,117,126],internel:62,internet:[30,31,140],interpret:[3,18,47,51,52,91],interv:18,intrins:[40,47,50],introduc:[4,11,29,31,54,61,64,81,83,85,116],intuit:[38,79],inval_:62,invalid:[78,83],invent:51,invoc:[30,53,79],invok:[4,25,28,42,45,73,77,79,80,85,89,118,126],involv:69,iob:3,ioe:3,ios:138,ios_arch:138,ios_deployment_target:138,ios_development_root:138,ios_enable_bitcod:138,ios_platform:138,ios_sdk_root:138,ios_use_veclib_for_bla:138,ip_str:128,ips:[126,128],ipt:[4,77,85,97,105,108],ipx:140,ipython:26,is_bia:18,is_color:11,is_cpu_plac:63,is_inf:123,is_loc:25,is_mkldnn_librari:63,is_revers:18,is_seq:[4,108],is_spars:18,is_stat:[2,97],is_target:76,is_tensor:85,is_test:[18,63],is_traget:76,is_train:11,isbinari:122,isinst:[45,95,102],ismkldnnkernel:63,ispodallrun:128,isspars:111,issu:[18,30,54,86],issue_numb:110,issuecom:18,istag:82,item:[4,9,18,25,38,50,78,103,128,140],iter:[4,5,6,9,25,26,31,42,51,52,60,63,72,74,78,86,90],iter_multiple_input_and_param:77,its:[4,5,18,25,26,27,28,29,31,35,40,41,44,45,46,51,52,54,55,56,58,60,64,68,69,71,72,73,76,77,79,80,83,84,85,87,89,118,126],itself:[28,31,38,52,63,72,83],ivector:[122,123],ivs:85,java:[29,65,75,79],jeremi:118,jku:18,jmlr:18,job:[10,28,38,40,42,45,79,128,132,133,135],job_desc:42,job_dispatch_packag:125,job_id:10,job_nam:[39,126,128],job_namespac:[126,128],job_path:[126,128],job_path_output:128,job_workspac:125,jobdesc:42,jobnam:[42,128],jobpath:[126,128],jobport0:126,jobport1:126,jobport2:126,jobport3:126,jobselector:128,jobserv:39,join:[31,105],jointli:5,jpg:11,json:[56,86,126,127],jth:5,judg:4,juditski:72,jupyt:39,just:[1,3,4,5,10,18,30,35,36,40,42,51,52,54,58,63,72,73,77,78,79,80,81,83,84,126],jx4xr:126,jypyt:26,k8s:[40,128,140],k8s_data:[126,128],k8s_job:26,k8s_token:26,k8s_train:[126,128],k8s_user:26,kafka:33,kcpu:74,kcuda:74,kdisabl:74,kebilinearinterpbw:118,kebilinearinterpfw:118,keep:[4,9,11,18,31,41,51,52,55,69,72,77,83,85,140],keep_dim:18,keep_top_k:4,kei:[10,11,19,22,25,27,28,29,31,33,35,48,50,59,63,79,80,85,86,90,95,109,110,118,128],kenlm:86,kept:[4,60,77],kera:81,kernel:[4,18,22,27,41,50,52,59,62,72,74,81,84,86,87,89,112,113],kernel_hint:59,kernel_type_for_var:89,kerneltyp:[59,63],key1:133,key2:133,key_pair_nam:126,keyid:126,keymetadata:126,keypair:126,keyserv:126,keystat:126,keyusag:126,keyword:[18,77,88,128],kforcecpu:59,kill:[31,126],kind:[26,27,31,37,42,45,52,55,59,63,70,71,74,87,89,91,95,102,126,127,128],kind_:74,kitten:18,kmark:74,kms:126,knchw8c:67,knchw:67,knhwc:67,know:[18,26,35,40,60,64,116,126],knowledg:86,known:[28,29,41,51,53,68],kpoprang:74,kpushrang:74,kqueue:41,kriz:10,krizhevski:18,kselectedrow:84,ksimonyan:5,kstate:74,kube_cluster_tl:26,kube_ctrl_start_job:26,kube_get_workers_addr:40,kube_list_containers_in_job_and_return_current_containers_rank:26,kubeconfig:126,kubectl:[125,127,128,129],kuberent:[31,126],kubernet:[26,31,40,42,79,124,128,130,131,140],kubernetes_service_host:26,kusecudnn:59,kusemkldnn:59,kvp:22,kwarg:[5,6,9,14,18,21,46,56,77,85,105],kwd:[15,22],l1_rate:2,l1_regularization_op:81,l1decayregular:23,l2_rate:2,l2_regularization_op:81,l2_sim:4,l2decayregular:23,l2regular:95,l93:34,label:[3,4,9,10,11,14,18,25,42,46,51,54,55,56,70,75,78,86,89,95,102,105,119,127],label_dim:[4,105],label_fil:78,label_lay:78,label_path:78,labelselector:128,lag:133,lambda:[18,40,45],lambdacost:4,lambdarank:4,lan:124,lang:10,languag:[4,10,19,40,41,51,55,60,74,79,83,86,88,95,102],larg:[7,10,18,42,44,45,60,64,72,86,110],larger:[2,3,4,60,88],larger_than:[29,57,75],largest:18,last:[3,4,5,18,28,45,60,68,74,75,104,105],last_seq:[69,105],last_time_step_output:4,lastseen:127,latenc:[4,50,86,126],latent:4,later:[30,79,81,86,87,113,126],latest:[4,29,30,31,38,82,92,99,110,114,127,128,137],latter:[72,90,116],launch:[63,126],launcher:26,law:[95,102],layer1:[4,5,95,104],layer2:[4,95,104],layer3:4,layer:[2,3,5,7,9,12,24,25,28,29,34,40,42,44,51,54,55,57,70,72,75,78,79,81,85,86,87,90,95,97,102,103,104,107,108,111,119,122,123],layer_0:111,layer_att:96,layer_attr:[4,95,96,108,135],layer_help:59,layer_nam:95,layer_num:135,layer_s:122,layer_typ:[4,61,62],layerbas:111,layerconfig:111,layergradutil:111,layerhelp:[18,59,77],layermap:111,layeroutout:4,layeroutput:5,layers_test:92,layout:[11,63,89],layout_:[59,67],layouttyp:59,lazi:[72,81],lbl:3,ld_library_path:120,lead:[60,67],leaki:54,leakyrelu:18,learing_r:70,learn:[2,3,4,5,6,10,19,26,28,36,38,41,42,44,47,54,55,60,62,69,71,72,74,78,79,81,87,99,118],learnabl:[4,18,19,25],learning_r:[2,21,36,42,95,97,119],learning_rate_arg:97,learning_rate_decay_a:97,learning_rate_decay_b:97,learning_rate_schedul:97,leas:31,least:[3,18,31],leav:[29,126],lectur:60,lecun:10,left:[4,18,29],left_right_flip:11,left_scor:95,legal:85,len:[4,18,36,40,48,51,77,103,105,111,128],length:[4,5,9,10,11,18,36,50,61,64,68,69,79,86,90,127],leran:60,less:[4,18,26,45,140],less_equ:88,less_than:[26,60],lesser:18,let02:127,let:[3,4,18,26,29,38,40,52,53,55,59,63,67,68,69,70,80,87,89,116,126],level:[2,4,18,50,53,56,64,68,69,74,87,90,91,107,122],levenshtein:18,lgtest:30,lgtest_main:30,lib64:[92,99,133],lib:[66,98,116,117,120,137,138,139],lib_path:92,libapi:30,libari:66,libc:101,libcuda:[92,99],libgcc_:101,libgflag:120,libglog:120,libgoogl:[116,117],libiomp5:62,libmkldnn:62,libmklml_intel:62,libnvidia:[92,99],libopenbla:120,libpaddl:[65,66,79,110,116,117],libpaddle_capi:66,libpaddle_capi_engin:120,libpaddle_capi_lay:120,libpaddle_capi_shar:120,libpaddle_capi_whol:120,libpaddle_gserv:66,libpaddle_math:66,libprotobuf:[97,120],librari:[4,18,30,37,41,42,62,63,66,71,86,89,133],library_:67,library_type_:89,librarydevicecontext:67,librarytyp:89,libstdc:101,libz:120,licens:[62,71,95,102],life:31,lifecycl:[74,140],lifetim:83,lightweight:53,like:[3,4,9,10,18,28,29,30,31,34,39,40,41,47,51,52,53,54,55,56,58,63,67,71,72,77,78,79,80,81,83,84,86,88,89,90,116,119,126,140],limit:[4,9,18,51,60,64,69,79,81,95,97,102,118],linaro:139,line:[3,9,22,30,34,39,41,49,55,72,75,77,79,81,95,97,105,110,116,126,135],line_break:9,line_count:97,linear:[4,18,19,69,95,97,102,103],linearli:18,lineno:[116,117],link1:50,link2:50,link:[4,5,18,30,48,49,83,107,126,140],linux:[9,41,48,101,109,126,137,139],linux_x86_64:[82,92,101],lipo:138,list:[3,4,5,9,11,18,22,23,25,26,28,29,30,35,39,40,47,49,51,54,67,70,73,74,77,80,83,90,95,116,117,126,135],listdir:124,listen:[31,40,42],listen_and_do:40,listen_and_serv:18,listenanddo:40,lite:120,littl:[36,59,64],live:119,live_in:60,live_out:60,load:[11,17,26,31,42,54,71,77,102,126,128],load_and_transform:11,load_file_nam:17,load_imag:11,load_image_byt:11,load_missing_parameter_strategi:[132,133,135],load_mnist:54,load_paramet:97,loadsave_parameters_in_pserv:[34,132,133],loc:3,local:[2,18,25,27,29,31,37,38,41,55,60,68,75,77,79,98,116,128,132,133],local_scop:27,localhost:[99,114],localip:128,localpath:49,locat:[4,18,25,30,51,67,74,87,90],lock:[30,31,35,36],lod:[18,41,64,68,84,90,91],lod_desc:[84,91],lod_expand:69,lod_level:[18,77,84,91],lod_rank_table_obj:18,lod_tensor:[18,68,84,91],lod_tensor_aarri:18,lod_tensor_arrai:18,lodrankt:18,lodtensor:[18,19,41,58,64,79,91],lodtensorarrai:18,lodtensordesc:[64,84],log:[35,42,49,54,93,97,101,111,124,125,126,127,128,129,133],log_barrier_abstract:[132,133],log_barrier_lowest_nod:[132,133],log_barrier_show_log:[132,133],log_clip:[132,133],log_error_clip:[132,133],log_period:[127,128,133,135],log_period_serv:[132,133],logarithm:[1,18],logger:[95,105],logic:[38,42,44,45,54,58,70,71,73,83,90],logist:18,logit:[18,54,89],longer:[31,42,60],look:[3,18,29,39,40,51,52,55,72,77,80,81,86,119,126],lookahead:[4,18,86],lookup:[18,58,69,119],lookup_t:60,loop:[27,29,51,60,74,78,83],loop_var:90,loss:[4,18,28,42,54,56,70,72,81,86],lot:[42,67,69,72,77,81,87,140],low:[4,70,71,86,87,90],low_rnn:68,lower:[4,18,50,68,69],lower_level_rnn:68,lpaddle_capi_engin:120,lpaddle_capi_lay:120,lpaddle_capi_shar:66,lpaddle_capi_whol:66,lrelu:54,lstm:[4,18,105,108,127],lstm_bias_attr:5,lstm_cell_attr:5,lstm_group:[5,105],lstm_group_input:105,lstm_input:105,lstm_last:105,lstm_layer_attr:5,lstm_nest_group:105,lstm_output:105,lstm_step:5,lstm_unit_op:18,lstmemori:[5,96,105,108],lstmemory_group:[4,96,105],lstmemory_unit:96,lstmlayer:61,lstmp:18,ltr:4,luckili:60,mac:[66,137],machin:[4,5,10,25,42,44,51,54,60,62,71,72,81,95,107,123,126,129,140],machine_transl:108,maco:[101,109],macro:[53,67,80],made:[10,31,36,51],mai:[4,5,18,22,27,29,42,46,50,52,59,60,63,71,74,78,79,83,86,89,95,102,126],main:[18,40,41,45,51,52,56,71,75,79,116,117,120,126],main_program:[17,18,28,46],mainli:[37,60,67,87],maintain:[4,29,35,72,77,79,126],majel:30,major:[42,50,89],make:[3,4,18,26,28,29,30,31,35,36,38,41,42,43,50,51,55,68,69,72,73,77,78,79,81,86,90,92,98,109,110,111,112,114,116,118,120,126,137,138,139,140],make_chan:41,make_ddim:113,make_function_oper:53,make_vari:85,maker:[79,80],malloc:87,man:48,manag:[25,31,36,37,40,41,42,49,74,83,87,114],mandarin:[4,86],mani:[5,11,28,30,35,40,41,51,54,59,60,69,73,74,77,79,80,83,84,85,88,89,90],manili:56,manipul:[51,77,80],manner:[4,72,81,86,87],mantain:60,manual:[42,70,72,80,97,140],manufactur:51,manylinux1:101,manylinux1_x86_64:[82,92,101],manylinux:82,map:[3,4,9,19,25,26,29,35,45,63,67,77,80,83,85,87,90,102,120,140],map_fn:90,map_read:9,mapper:9,mapreduc:26,margin:18,mark:[10,28,44,54,55,68,69,74,83,116,140],marker:74,market:50,mask:[2,4,18],master:[10,26,38,79,82,139],mastermind:30,mat:[65,66,122],mat_cache_row:34,mat_norm:34,mat_normal_shar:34,mat_param_attr:5,mat_sparse_row:34,mat_sparse_row_auto_grow:34,mat_sparse_row_id:34,mat_sparse_row_prefetch:34,mat_sparse_row_prefetch_full_s:34,mat_value_shar:34,match:[18,30,50,88,95],matchbox:140,math:[5,18,62,65,79,111,112,118],mathemat:81,matirx:4,matmul:[29,56,68,90,112],matric:18,matrix:[3,4,5,9,18,19,25,34,65,66,111,112,120,122,123],matrixptr:111,matrixtyp:66,mattyp:34,max:[2,4,9,10,18,19,22,27,43,45,60,77,97,104,118,135],max_diff:27,max_id:[4,25],max_job_id:10,max_length:[4,69,108],max_movie_id:10,max_norm:18,max_relative_error:[27,112],max_seq_len:18,max_sort_s:4,max_user_id:10,max_x:18,maxframe_evalu:3,maxid:3,maxid_evalu:3,maxim:[4,45],maximum:[3,4,10,18,22,29,36],maxinum:7,maxoutfunctor:87,maxpool:4,mayb:[29,63],mchw:18,md5:[10,32],mean:[2,3,4,5,6,7,9,11,22,25,28,30,42,43,45,56,69,76,78,83,86,89,95,116,119,126,133,140],mean_op:18,mean_var_nam:4,meant:90,measur:[18,46],mechan:[4,5,19,28,37,46,63,77,80,126],mem:[4,18,29,39,69,105],mem_per_pserv:42,mem_per_train:42,member:[4,10,26,45,55,56,67,73,77,83],memcpi:[73,118],memor:4,memori:[5,18,28,29,34,35,39,50,52,62,63,64,67,69,72,74,79,89,108,113,118,119,127],memory_boot:5,memory_nam:[4,96],memory_optim:60,memory_test:109,memory_threshold_on_load_data:[132,133],memoryalloc:87,memorydesc:63,mention:[18,28,30,35,42,44,51,68,71,72,74],mere:5,merg:[4,18,36,38,43,46,62,68,71,73,110,123],merge_model:123,merge_v2_model:123,merge_v2_modelss:123,messag:[18,29,40,41,47,51,52,55,64,74,75,76,77,79,80,84,91,92,110,127],metadata:[48,126,127,128],metal:140,metaphor:55,metaplotlib:26,method:[4,6,25,27,29,38,40,42,43,45,50,54,55,56,59,70,71,77,78,79,83,84,89,90,116,117],methodolog:72,metric:[46,74],mfs:128,microarchitectur:50,might:[4,29,30,40,41,51,60,75,86,116,126],million:10,min:[2,4,18,22,43,45,77,118,126,135],min_block:29,min_count:44,min_desc:29,min_pool_s:95,min_word_freq:10,mind:116,mini:[4,9,14,18,25,29,31,41,46,47,51,57,68,95],mini_batch:78,minibatch:[4,18,29,46,55,57,75],minim:[29,42,44,45,51,54,70,79,119],minimum:[4,18,22,86],minsizerel:[137,138,139],minu:80,minus_grad:80,minusgradop:80,minusop:80,minusopgradmak:80,minusopprotoandcheckermak:80,minut:[31,38,126],mip:137,mirror:30,mislead:36,mismatch:18,miss:54,mistak:51,mit:126,mix:[5,74,90,108],mixed_lay:[5,105],mixed_layer_attr:5,mixedlayertyp:4,mixtur:116,mkdir:[49,98,114,120,126,129],mkl:[63,79,87,89,92,98,120],mkl_packed_:61,mkldnn:[4,62,67,89],mkldnn_:62,mkldnn_batch_norm:4,mkldnnactiv:62,mkldnnbase:62,mkldnnlayer:62,mkldnnmatrix:62,mkldnnstream:62,mkldnntester:62,mklml:[62,92],mklml_lnx_2018:92,mklpack:61,mklpackedgatedrecurrentlay:61,mklpackedgemm:61,mklpackedlstmlay:61,mklpackedrecurrentlay:61,mlp:56,mmt16_task1_test:10,mnist:[33,42,54,55,75,78,79,116,117,123],mnist_random_image_batch_read:78,mnist_train:78,mnist_train_batch_read:78,mnist_v2:123,mnt:128,mobil:[50,51,60,79,114],mode:[4,22,25,50,61,71,110,128],model:[4,5,10,17,18,19,25,28,29,31,32,40,42,44,45,46,55,60,61,70,71,72,79,81,86,89,90,102,103,114,123,126,135],model_list:[133,135],model_path:135,modelparallel:42,modern:60,modif:86,modifi:[4,23,42,50,56,81,110,126],modul:[5,10,25,42,53,54,69,86,90,97,112,116,117],modular:69,modulo:4,moment:116,momentum:[2,18,83,95,102],momentumop:[116,117],momentumoptim:20,mon:127,monitor:[41,74],mono:4,month:30,more:[3,4,5,9,10,18,22,26,27,28,30,31,35,38,39,41,42,44,49,50,51,52,53,55,59,60,63,67,68,69,70,74,77,78,79,81,86,87,88,90,97,116,118,119,140],mose:10,mosesdecod:10,most:[4,9,25,26,28,30,38,41,42,52,55,56,67,69,72,74,78,81,86,87,88,116,119,140],mostli:[50,140],motiv:79,mount:[39,126],mountpath:[126,127,128],move:[4,31,35,49,51,72,126,140],movi:10,movidiu:51,movie_categori:10,movie_id:128,movie_info:10,movie_review:10,movieinfo:10,moving_average_fract:4,moving_mean_nam:18,moving_variance_nam:18,mpi:[41,71,129],mpirun:129,mse:[51,55,70,75],much:[4,18,31,51,63,70,78,81,90],mul:[53,60,77,111,112],mul_grad:112,mul_op:[18,112],mul_ratio:4,mul_result:77,mulgradkernel:112,mulkernel:112,mulop:[53,112],mulopgrad:112,mulopmak:112,mult:[40,52],multi30k:10,multi:[4,19,46,71,73,89,116,140],multi_binary_label_cross_entropi:4,multidimension:18,multigradientmachin:73,multilingu:10,multimod:10,multinomi:4,multip:19,multipl:[3,4,5,9,14,18,19,25,26,27,35,36,38,40,41,42,44,46,51,52,53,59,71,74,79,86,89,91,102,116,126],multiple_input:77,multiple_param_attr:77,multipli:[3,4,18,40],multiprocess:9,must:[1,3,4,5,9,11,18,28,36,45,60,63,64,67,74,76,77,78,79,85,91,95,111,112,113,124,126],mutabl:[87,113],mutable_data:[63,87,112,113],mutex:41,mutuable_data:87,mutual:18,mxnet:[29,40,41,51],my_cluster_nam:126,my_cost:97,my_external_dns_nam:126,my_lib:124,myerrorclip:45,myfil:9,mypaddl:[127,128],naiv:40,name:[2,3,4,5,7,11,17,18,21,22,25,26,27,28,29,31,33,34,36,39,40,42,46,50,53,56,59,62,63,64,66,67,69,74,75,77,79,82,84,85,90,91,97,102,103,105,108,111,118,119,127,128,130,131,135,140],name_:74,name_prefix:33,namespac:[29,57,65,77,111,112,127,128],nativ:[4,18,50],natur:[18,35,38,44,69,90],ncall:[116,117],nccl1:71,nccl2:71,ncclinit:71,nchw8:89,nchw8c:89,nchw:[4,18,62,67],ndarrai:[11,18,25,33,95],ndcg:4,ndcg_num:4,ndk:137,nearest:50,nearli:27,necess:90,necessari:[4,28,29,36,38,45,46,60,64,69,73,77,85,90],necessarili:40,neck:71,need:[3,4,5,9,17,18,19,23,26,27,28,30,34,35,36,38,39,41,42,44,45,46,49,51,52,53,54,59,60,63,67,69,70,71,72,73,74,76,77,79,80,81,83,84,85,86,87,90,92,118,126,128,140],need_tran:97,neg:[3,4,18],neg_distribut:4,neg_overlap:4,neg_pos_ratio:4,neglect:4,neighberhood:71,neither:4,neon:50,ner:3,nervana:51,nessesari:86,nest:[4,9,28,29,74,75,91,122],net:[4,5,12,18,29,54,68,83,123],netop:[29,79],network:[2,3,4,9,18,19,24,25,26,27,28,29,31,34,42,44,46,54,56,60,61,62,68,70,72,74,77,78,81,83,85,86,87,89,91,96,102,103,105,122,123,128,135,140],network_config:135,networkadministr:126,neural:[4,5,9,18,25,26,28,29,31,42,56,60,61,62,68,72,81,83,87,89,91,103,105,107],neuralnetwork:73,neuron:18,never:[9,60,78,83,126,127,128],new_block_idx:77,new_dim:18,new_op_desc:45,new_scop:89,new_stat:68,newblock:77,newbuff:63,newest:36,newli:[50,140],newop:29,newopdesc:77,newprogram:77,newscop:89,newvardesc:77,next:[4,10,28,31,37,41,45,69,71,90,116,126],nextlay:62,nfs4:126,nfs:[126,128],nfsdir:128,nfsver:126,ngram:10,nic:[128,132,133],nil:35,nine:10,nlp:4,nltk:10,nms_threshold:4,nms_top_k:4,nmt_without_attent:95,nnz:[111,122],no_grad_dict:28,no_grad_set:[27,28,112],no_gradi:28,no_sequ:[4,102],node0:128,node1ip:129,node2ip:129,node3ip:129,node:[4,30,38,40,42,44,56,60,69,71,79,126,127,128,129,140],node_0:[126,128],node_1:[126,128],node_2:[126,128],node_id:124,nodeattr:56,nodeentri:56,nodefil:125,nodesep:56,nohup:124,nois:[4,18,31,54],noisi:[4,54],non:[4,18,31,50,51,84,126],none:[2,3,4,5,6,7,11,13,14,17,18,19,21,22,23,25,26,27,28,29,45,46,54,56,57,68,69,70,75,77,85,90,108,119],noneedtran:63,nontranspos:18,nor:40,norm:[5,18,54,67],norm_by_tim:[4,18],normal:[4,5,10,18,21,72,86,127,128],normaliniti:16,normliz:18,notat:[4,60],note:[2,4,5,7,10,11,18,25,26,28,29,34,35,39,60,64,67,71,78,79,87,89,113,126],notebook:[39,99],noteworthi:51,noth:[1,25,59,77,83,110],notic:[4,45,51,71,80],notimplementederror:45,notin:89,notingradi:112,notion:90,notori:27,now:[9,28,30,31,44,54,64,67,72,79,80,81,83,107,126],np_arrai:9,nproc:109,nullptr:[63,74,80,83,111],num:[4,5,124,128,133],num_channel:[4,5],num_chunk_typ:[3,14,18],num_class:[4,5,18,56],num_col_dim:18,num_filt:[4,5,18,19],num_flatten_dim:18,num_gradient_serv:[124,132,133],num_head:19,num_hidden:56,num_neg_sampl:[4,18],num_or_sect:18,num_parameter_serv:26,num_pass:[25,102,127,128,132,133,135],num_per_batch:11,num_pserv:42,num_repeat:4,num_result:3,num_results_per_sampl:4,num_row:84,num_samples_process:97,num_shard:33,num_step:90,num_total_class:18,num_train:42,num_true_class:18,number:[3,4,5,9,10,11,14,18,19,22,29,31,33,44,46,60,72,74,78,79,85,90,116,126],numchunktyp:3,numdevices_:135,numer:4,numeric_grad:27,numerical_grad:27,numlogicaldevices_:135,numofallsampl:3,numofwrongpredict:3,numpi:[2,9,11,18,25,33,50,54,77,78,95,97,98,102,112],numreal:34,numsampl:118,numtagtyp:3,numtimeout:35,nv_:30,nv_gpu:109,nv_librari:30,nv_test:30,nvcc:[30,50,52],nvidia:[50,67,71,87,92,99,109],nvlink:71,nvprof:74,obei:3,obj:97,object:[2,4,5,9,18,25,26,34,42,45,46,54,56,60,65,70,74,77,79,81,83,118],observ:4,obtain:[4,18,38,72,87,95,102],obvious:[30,67,116],occup:[60,128],occupi:[50,74],occur:[10,25,60],occurr:29,oct:127,odd:4,odoti:18,off:[66,98,109,110,114,120,124,137,138,139,140],offer:[29,79,85],offici:[4,30,126],offlin:[31,33,140],offset:[4,18,34,122],often:[4,34,56,60,67,116],ograd:111,old:[27,36,38,69,79],older:[18,51],omega:81,omit:[18,95],omp_num_thread:[116,117],ompi_comm_world_rank:124,onc:[4,31,35,40,42,44,46,51,55,72,88,126],one:[1,3,4,5,7,9,18,22,25,26,27,28,29,31,34,35,36,38,39,40,42,45,46,47,50,51,52,53,54,56,58,59,63,64,67,68,69,70,71,72,73,75,76,77,78,79,80,83,84,86,87,88,89,90,119,122,126,140],onehotcrossentropyopkernel:112,ones:[53,54,79],onli:[3,4,5,7,11,18,25,26,27,28,30,34,35,36,37,38,39,40,42,44,45,46,47,49,50,51,54,55,60,63,68,69,70,71,73,74,77,79,84,85,86,87,88,89,90,105,107,122,126,140],onlin:[4,6,31,33,60,78],only_cpu:27,onnx:51,onto:[18,42,44,126],op1:[60,89],op1_2_op2:89,op1_to_op2:89,op2:[60,89],op3:60,op_:112,op_check:112,op_class:[79,85],op_desc:[45,58,76],op_info:119,op_kei:63,op_maker_class:[79,85],op_proto:85,op_registri:119,op_siz:45,op_test:112,op_typ:[79,112],op_unique_kei:63,opattrcheck:112,opcreat:85,opdesc:[29,45,55,75,76,77,79,80,85,91],opdescbind:[58,80],opdescbuild:29,open:[4,11,18,26,33,51,54,62,78,95,97,102,105,116,126],openbla:[98,99,120],opencv:11,openmp:116,openmpi:[124,129],opensourc:71,oper:[4,5,9,11,18,22,23,27,29,40,41,42,43,44,46,47,50,51,52,54,55,56,58,59,68,69,70,71,74,76,81,83,86,87,89,91,112,113,119,126],operand:[18,50],operartor:113,operator_grad:27,operator_list:74,operatorbas:[29,53,79,80,85,112],operatorwithkernel:[89,112],opinfo:[58,79,80],opinfomak:58,opinfomap:80,opkernel:[112,113],opkernelkei:79,opkerneltyp:[67,89],opmak:85,opposit:18,opproto:112,opprotoandcheckermak:[80,112],opprotomak:[85,112],opregist:85,opregistri:85,ops:[27,28,29,30,40,52,55,56,72,75,76,77,79,87,112,140],ops_:29,ops_test:30,opt:[26,70,76,85,98,128],opt_op_list:70,optest:112,optim:[2,12,23,24,25,27,28,42,43,44,52,54,71,72,73,75,79,81,84,86,95,97,102,116,119],optimis:70,optimize_op_attr:77,optimizer_mod:18,optimzi:95,option:[3,4,10,18,22,26,30,42,54,59,64,75,76,77,79,84,85,86,91,116,137,140],optmization_op_list:70,opts_np:76,optyp:[58,85],opwithkernel:84,order:[4,5,9,11,18,22,25,28,55,64,74,78,81,90,116,117,126,128,140],ordereddict:25,orderli:18,oregon:126,org:[3,4,5,10,18,33,48,54,95,102],organ:[3,4],orient:85,origin:[4,5,9,10,17,18,27,50,54,83,90,110],other:[3,4,5,9,18,22,29,31,36,40,49,50,51,52,58,60,63,67,68,72,76,81,83,85,86,87,89,116,119,126,140],otherchunktyp:3,otherwis:[4,9,10,11,18,22,25,26,28,31,36,38,54,58,63,78,86],our:[18,26,28,30,41,42,44,54,58,60,67,71,72,83,90,116,126],out:[4,18,25,26,29,30,35,38,42,45,51,56,60,63,68,69,77,89,95,105,107,108,112,113,116,117,126],out_dir:[126,128],out_fals:18,out_left:4,out_mem:108,out_memori:5,out_right:4,out_size_i:4,out_size_x:4,out_tru:18,outer:[4,105],outer_mem:105,outer_rnn_st:105,outer_rnn_state_:105,outer_step:105,outgrad_:62,outlier:4,outout_lay:25,outout_layer1:25,outout_layer2:25,output:[1,2,3,4,5,7,9,14,18,19,22,25,26,27,28,29,33,38,40,44,45,49,52,53,54,55,56,57,58,60,63,64,68,69,72,75,76,77,78,79,80,83,84,85,87,89,90,95,102,105,108,112,113,116,123,125,127,128,135],output_:[4,62],output_all_step:68,output_arg_nam:45,output_dim_idx:18,output_dtyp:18,output_fil:[22,123],output_height:18,output_id:4,output_lay:[25,95,102,103],output_max_index:7,output_mem:[4,108],output_mod:22,output_nam:27,output_num:68,output_path:33,output_s:18,output_seg:90,output_width:18,outputbuff:34,outputgradi:80,outputh:4,outputw:4,outsid:[4,5,42,83],outter:122,outter_pos_arrai:122,outter_seq_pos_arrai:122,outupt:90,outv:111,outval_:62,over:[4,5,18,25,26,51,60,71,72,90],overal:[54,72,74,140],overfit:[18,81],overflow:18,overlap:[3,4],overlap_threshold:[3,4],overload:[50,59],overrid:[29,31,49,63,87,112,113],overview:[35,36,37,87],overwrit:49,own:[4,18,28,36,38,45,47,56,58,70,71,72,81,85,126],pack:[90,97],packag:[9,10,35,39,40,53,62,82,92,116,117,126],pad:[5,18,63,86],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:[1,2,3,4,5,6,7,9,10,11,13,14,15,16,17,18,19,20,21,22,23,25,26,29,30,31,33,39,42,49,52,53,54,57,61,62,63,64,65,66,68,69,73,75,79,81,82,85,86,87,90,95,97,98,99,101,102,103,108,109,110,111,112,114,116,117,118,119,120,122,123,124,125,126,127,128,129,135,137,140],paddle_arguments_get_sequence_start_po:122,paddle_arguments_set_id:122,paddle_arguments_set_sequence_start_po:122,paddle_arguments_set_valu:122,paddle_begin_init_param:36,paddle_capi:120,paddle_dir:112,paddle_doc:114,paddle_docs_cn:114,paddle_element_typ:36,paddle_element_type_float32:36,paddle_element_type_float64:36,paddle_element_type_int32:36,paddle_element_type_int64:36,paddle_element_type_uint32:36,paddle_element_type_uint64:36,paddle_enforc:[29,63],paddle_enforce_eq:[112,113],paddle_error:[65,66],paddle_exampl:39,paddle_finish_init_param:36,paddle_get_param:36,paddle_gradi:36,paddle_gradient_machine_create_shared_param:123,paddle_gradient_machine_forward:123,paddle_gradient_machine_load_parameter_from_disk:123,paddle_init:123,paddle_init_num_gradient_serv:124,paddle_init_param:36,paddle_init_port:124,paddle_init_ports_num:124,paddle_init_ports_num_for_spars:124,paddle_init_pserv:124,paddle_init_trainer_count:124,paddle_init_trainer_id:124,paddle_init_use_gpu:124,paddle_ivector:122,paddle_ivector_cr:122,paddle_job:39,paddle_manylinux_devel:98,paddle_matrix:[65,66,122,123],paddle_matrix_cr:[66,122],paddle_matrix_create_spars:122,paddle_matrix_get_row:122,paddle_matrix_get_shap:65,paddle_matrix_shap:65,paddle_matrix_sparse_copy_from:122,paddle_n:128,paddle_new_etcd_pserver_cli:36,paddle_new_pserver_cli:36,paddle_on_cloud:39,paddle_output:127,paddle_paramet:36,paddle_port:128,paddle_ports_num:128,paddle_ports_num_spars:128,paddle_process_by_paddl:128,paddle_pserver2:125,paddle_pserver_cli:36,paddle_pserver_client_releas:36,paddle_r:122,paddle_root:120,paddle_save_model:36,paddle_send_grad:36,paddle_server_num:128,paddle_train:[66,82,125,128],paddle_with_cuda:74,paddle_with_mkldnn:67,paddlepaddl:[4,5,9,10,11,18,25,30,31,33,36,37,38,39,40,42,48,49,53,54,55,57,59,64,68,69,70,73,74,77,78,79,83,90,91,95,98,99,101,102,103,108,109,110,115,116,117,118,122,123,124,125,127,128,130,131,137,139,140],paddlepaddle_gpu:101,paddlepaddlebook:99,paddlepaddlehub:99,page:[10,126],pair:[3,18,19,22,23,28,29,42,55,70,74,79],pairwis:4,pakcag:30,paper:[4,10,18,54,86],para:34,paradigm:[40,47,79],paragraph:68,paragraph_data:68,paragraph_out:68,parallel:[18,40,41,42,44,71,74,79,89,118,126,127,128,135],parallel_for:40,parallel_nn:[2,132,133],paralleldo:43,parallelfor:40,paralleliz:86,param:[2,4,5,9,17,18,27,29,36,73,77,87,95,97,113],param_attr:[4,5,12,18,19,34,77,95,97,108],param_config_proto:36,param_fil:[97,123],param_initi:18,paramattr:[2,4,18,95,97,108],paramet:[3,4,5,6,7,9,17,18,19,23,24,27,28,29,30,32,34,38,40,42,43,45,47,49,51,52,54,55,56,58,64,68,70,71,75,78,83,85,86,90,95,97,102,103,119,122,124,125,128,133],parameter_block_s:[132,133],parameter_block_size_for_spars:[132,133],parameter_learning_r:2,parameter_list:[28,70],parameter_nam:[25,26],parameter_serv:26,parameter_valu:34,parameterattribut:[2,4,5,34],parameterclient2:128,parameterclient_:34,parametermap:111,parametermutex_:34,parameters_:111,parameters_and_grad:[23,70],parameterserver2:34,parameterset:26,parameterupdat:73,parameterupdater_:34,parametr:4,params_grad:70,params_pass_4:123,params_pass_90:102,params_pass_:102,paramt:126,paraspars:111,parent:[29,40,75,77,79],parent_:[29,83],parent_idx:77,parenthes:79,pars:[9,10,30,42,56,109,126],parse_known_arg:128,parsefromstr:97,parser:[9,128],part:[3,4,18,19,28,29,38,42,51,63,64,75,77,86,87,116,140],partial:[4,25],partial_sum:4,particular:[55,64,79,86,89],partit:[31,33,42,44,79,126],paserv:128,pass:[4,18,25,28,29,31,41,45,46,51,54,60,64,70,72,73,76,77,78,79,81,83,86,88,90,95,102,110,118,126,127,128,133,135],pass_gener:4,pass_id:[25,42,95,102],pass_idx:78,pass_manu:97,passtyp:111,past:[26,126],patch:[18,48],path:[3,9,10,11,17,25,31,35,36,39,60,69,78,86,120,126,127,128,133,137,138,139],path_to_paddlepaddle_working_directori:114,pattern:[10,31,65,72,81,126],paus:[31,38],pcie:71,pd_api:122,pdf:[5,18],peephol:18,peer:[71,93],pem:[26,33,126],pend:[31,35],pep425tag:[92,101],per:[3,4,10,11,18,31,36,71,72,78,81],percal:[116,117],perf_test:[116,117],perfectli:86,perform:[4,5,18,27,36,41,42,46,50,51,54,60,71,73,74,78,79,81,86,87,89,117,118,132],perftool:[74,116,117],period:[31,38,133],perl:10,perm:18,permiss:[95,102,126],permut:18,peroid:[4,11],persist:[17,18,47,84,86,91,126],persistentvolum:126,persistentvolumeclaim:[126,128],person:[3,26,59],perspect:79,perturb:27,pex:140,pfs:[33,49],pfsclient:33,pfspath:49,pgp:126,phase:[18,63,69,71,72,78,80,86,140],philosophi:[72,81],photo:54,phrase:18,physic:140,pick:[18,126],pickl:[124,129],pictur:71,piec:[5,40,74],pil:11,pillow:39,pip:[82,92,98,101,103,110,114,116,117],pipe:9,pipelin:[46,86],piperead:9,pivot:63,pixel:[4,9,10,42],place:[13,15,18,22,28,29,31,38,42,44,47,59,63,71,79,89,113,119],place_:[59,67,87,89],placehold:[54,87,113],placement:44,plain:[3,4,9,39,64,66,67],plan:[31,40,63,79,86],platform:[29,52,63,67,74,87,89,101,112,113,119,126,137,138],pleas:[2,4,5,6,10,11,18,26,31,35,36,37,40,52,56,67,68,77,78,79,86,87,91,92,114,116,126,128],plot:26,plu:[4,27],plug:[71,72],pnpairvalid:132,pod:[33,39,40,126,127,128],pod_nam:126,podip:128,podlist:128,point:[18,29,31,39,41,50,60,63,71,87,113,116,118,122,140],pointer:[29,36,56,60,67,77,79,83,87,113,122],polar:10,poli:97,polici:[18,126],polit:18,poll:41,pollut:38,polyak:72,ponit:56,pool3:111,pool:[5,18,24,43,60,86],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:[5,95],pooling_typ:[4,95,104],poolingtyp:7,pop:[29,47],popul:36,popular:[30,54,56,74],port:[18,30,40,116,124,126,127,128,132,133],port_num:132,portabl:56,portal:114,ports_num:[124,128,133],ports_num_for_spars:[34,124,128,132,133,135],pose:31,posit:[3,4,5,18,122],positive_label:3,possibl:[26,29,35,41,44,60,77,81,91],post:[39,48],postpon:81,potenti:[50,118],pow:97,power:[50,60,71,86,140],ppo_workspac:114,pprof:[116,117],pre:[4,5,10,26,36,59,60,126],pre_activ:77,pre_bia:77,pre_id:18,pre_mem:18,pre_stat:[68,90],preambl:77,precis:[3,14,18,46,50,72],precision_evalu:3,precompil:47,pred:[56,60],predecessor:60,predetermin:4,predic:[10,17],predict:[3,4,18,25,42,81,95,103,123],predict_fil:[132,133],predict_lay:25,predict_output_dir:[132,133],prediction1:25,prediction2:25,prefer:[51,59],prefetch:[34,111],prefix:[3,5,18,31,33,69,86,126],pregel:41,pregrad:111,prepand:77,prepar:[27,39,73,86,124,129,130],prepend:[18,77],prepend_oper:77,preprocess:[10,11,86,90],present:[26,28,29,74,90,110],preserv:49,prev_batch_st:[132,133],prev_cel:18,prev_cell_data:18,prev_hidden:18,prev_hidden_data:18,prevent:[6,18,26,31,35,38,45,81,116],preview:79,previou:[4,5,18,22,25,28,31,44,49,68,69,116,126],previous:4,previous_memori:29,price:[10,79,103],prim:63,primari:[51,55],primarili:[72,81],primit:[50,62,63,71,90],primitive_desc:63,primitivedesc:63,principl:[18,26,30,67],print:[2,22,25,26,42,51,56,77,88,92,101,102,103,116,129],print_graphviz:56,print_phas:18,print_tensor_lod:18,print_tensor_nam:18,print_tensor_shap:18,print_tensor_typ:18,printallstatu:118,printer:3,printstatu:118,priorbox:4,prioriti:79,prite:3,privat:[29,66,74,77,83,84,85,87,90,110,113],privileg:126,pro:71,prob:[3,25,103],probabalist:18,probabilist:4,probabl:[3,4,18,25,69,86],problem:[4,26,27,30,38,51,54,55,72,79,81],proc:99,proce:[9,31,78,126],procedur:[29,64],proceed:[10,18],process2:105,process:[2,4,5,9,18,26,28,29,33,34,35,38,40,41,42,46,47,51,52,56,60,62,64,71,81,85,89,95,97,105,116,126,128],process_num:9,processor:[50,118],prod:110,produc:[4,5,9,18,31,51,56,78],product:[4,5,18,19,39,51,102,126],productgraph:127,prof:[116,117],profil:[12,49,74,86,117,118],profilerst:74,profl:117,proflier:[74,118],prog:128,program:[9,13,17,18,22,26,28,33,36,38,42,44,47,55,57,60,70,71,74,78,79,83,88,91,116,118,128],programdesc:[40,42,47,51,60,64,76,77,80,91],programm:[42,51,77],progress:[31,35],proj:4,proj_activ:18,proj_dim:18,proj_out:18,proj_siz:18,project:[4,5,18,19,39,66,86],promis:[4,5,69],prompt:[49,51],prone:26,pronunc:86,prop_kind:63,propag:[4,6,28,51,72],proper:59,properli:59,properti:[56,81],propos:[18,29,43,44,69,70,71,72,90],proprietari:62,protect:[50,85,111,112],proto:[7,41,59,64,67,75,79,85,91,112],proto_:85,protobuf:[25,29,39,40,42,47,51,52,55,56,60,64,75,77,79,80,85,97,120,123],protocol:[3,119,140],protomak:112,provi:124,provid:[4,10,18,26,29,36,39,40,46,47,50,51,54,56,58,59,67,71,72,74,77,81,85,86,87,88,90,95,103,105,116,126,132,140],provis:[126,140],prune:[4,17,29],ps_desir:31,pserver:[25,34,36,37,39,79,124,125,126,128,132,133],pserver_addr:36,pserver_cpu:39,pserver_id:32,pserver_mem:39,pserver_num_thread:[34,132,133],pserver_spec:25,pseudo:[26,28,39,80,90],pseudocod:90,psize:111,ptr:[66,87],pub:[18,129],pull:[30,79,82,99,137],purpos:[4,31,42,44,59,118],push:[29,47,51,74,82,128],push_back:111,put:[30,31,34,44,60,63,77,87],pvc:126,pwd:[98,99,109,110,114,137],pxe:140,py_paddl:92,pybind:[29,41,50],pydataprovid:95,pydataprovider2:128,pyramid:4,pyramid_height:4,python2:[116,117],python:[10,18,25,26,29,37,41,46,47,51,53,54,55,56,59,65,69,73,74,79,82,87,90,92,95,98,101,103,108,109,110,111,112,114,117,119,123,124,129],pythonpath:92,pytorch:[51,74],qualcomm:50,queri:[3,4,19,126],query_id:3,quest:10,question:[4,26,40,44,85,126],queue:[41,44],quick:56,quick_start:[39,126,127,128,130],quick_start_data:127,quickli:[69,77,79],quickstart:127,quit:69,r14b:137,r_h_val:18,r_t:4,rais:[9,18,19,23,45,56,124],rajathkmp:54,ran:[44,118],rand:[54,97,118,122,133,135],rand_max:122,random:[2,4,9,18,33,54,67,73,77,78,97,112],random_crop:11,random_imag:33,randomli:[11,18,38,122],rang:[4,9,18,33,40,42,50,54,60,74,78,85,128],rank0:71,rank1:71,rank:[4,18,26,90,126],rank_tabl:18,rankdir:56,ranktabl:18,rapid:80,raspberrypi:139,raspbian:139,rasspberri:139,rate:[2,3,4,5,6,10,19,36,86,95,128],rather:[28,39,54,90,126],ratio:[4,133],raw:[4,18,64],rdma_tcp:[132,133],reach:[31,60,71],read:[9,11,18,25,26,28,31,33,40,41,42,44,51,52,78,79,86,90,97,126,140],read_from_arrai:60,read_from_realistic_imag:26,read_from_rng:26,read_lock:32,read_minibatch:51,read_mnist_imag:26,read_next_from_fil:95,read_paramet:97,read_ranking_model_data:26,readabl:[74,79,116],reader:[10,25,33,42,50,54,55,75,86,102,116,117,124],reader_cr:33,reader_creator_bool:78,reader_creator_random_imag:[9,78],reader_creator_random_image_and_label:[9,78],readi:[31,126,127,140],readlockguard:34,readm:[66,110],readwritebuffer_:34,readwritemani:126,real:[4,18,34,54,78],realist:26,realiti:86,realiz:[29,68],realli:[51,81],rearrang:18,reason:[5,26,27,31,41,51,127],recal:[3,14,18],receiv:[18,31,39,41,42,44,68],recent:[60,72],recognit:[4,86],recommend:[5,18,26,128],record:[9,22,35,63,74,85,126],recordev:74,recordio:[9,10,26,33,35],recov:[31,90],recover:79,recoveri:35,rectifi:4,recurr:[18,61,68,83,86,105,106],recurrent_group:[5,86,95,96,105,107,108],recurrent_lay:5,recurrent_op:90,recurrentgradientmachin:[66,69,90],recurrentgroup:3,recurrentlay:61,recurs:[28,29,30,49,60,79],recv:[40,42,44,71,126],recvparametertyp:34,red:[54,116],redirect:9,reduc:[4,18,44,50,71,79,116,117],reduce_by_kei:79,reduce_mean:54,ref:18,ref_batch_dim_idx:18,refactor:[42,44,55,69,72,73,77,81,90],refer:[2,4,5,6,11,18,19,22,27,29,31,35,36,37,40,50,56,63,67,68,71,75,77,79,81,83,87,90,91],referenc:35,refine_unknown_arg:128,reflect:35,reformul:18,reg:85,regard:[18,140],region:[4,83],regist:[41,60,67,80,87,89],register_gpu_profil:118,register_lay:111,register_op:[53,79,80,85,112],register_op_cpu_kernel:[87,112],register_op_cuda_kernel:[87,112],register_op_without_gradi:[79,112],register_oper:[58,80],register_tim:34,register_timer_info:118,registerop:85,registr:119,registri:[39,58,87,127,140],regress:4,regular:[2,12,18,21,28,95,126],reiniti:63,rel:[5,18,27,38,81],relat:[31,38,39,50,67,74,83,89,116,140],relationship:[80,87],releas:[82,86,92,120,126,137,138,139],reli:[27,40,69,70,72,81,116],reliabl:[31,81],relu1:56,relu2:56,relu:[4,54,56,60],relwithdebinfo:[116,117],remain:[18,90],remaind:18,rememb:4,remot:[2,30,34,42,79,110,126,133,135],remoteparameterupdat:[34,37],remov:[9,18,28,42,49,51,69,110],renam:[28,49,50],reorder:[18,63],reorder_primit:63,reorderlodtensorbyrankt:18,reorgan:4,repeat:[18,29,55,75,76,84,85,91,116],repeatedli:[55,60],replac:[18,30,35,58,72,80,86],replic:42,replicaset:39,repo:[30,139],report:[35,50,51,74],reportdataset:35,repositori:[4,114,137],reprenset:18,repres:[4,5,18,28,29,35,40,42,44,45,51,56,64,67,69,72,77,79,81,84,87,90,91,126],represent:[4,18,36,42,52,54,55,60,67,69,84],request:[30,31,34,38,40,79,82,126,127,140],requir:[3,4,26,28,31,36,38,39,42,44,45,49,50,56,60,62,68,72,74,75,76,79,81,84,85,86,91,95,102,114,126,140],requisit:60,research:[10,18,42,51],reserv:[18,49,95,102],reserveoutput:111,reset:[4,18,31,46,93],reset_program:46,resetingrad:62,resetinvalu:62,resetoutgrad:62,resetoutvalu:62,resetxxx:62,reshap:[27,78,97],reshape_s:4,resid:18,resiz:[11,34,87,112,113],resize_s:11,resize_short:11,resolv:[30,110,127],resourc:[42,47,71,74,87,126],respect:[18,19,27,45,50,54,68],respons:[4,34,41,42,46,54,71,72,73,81,126,127],rest:[18,29,39,48,52,89,140],restart:[31,36,126,127,140],restartpolici:[126,127,128],restor:[27,72],restrict:[81,83,116,117],result:[1,3,4,17,18,22,25,27,28,35,46,54,55,56,60,64,69,70,71,73,102,116,118,119,126],result_fil:3,resum:38,retran:126,retriev:[29,69,83,116],return_seq:5,reuqest:82,reus:[29,38,69,78,79],rev:109,revamp:42,reveal:[26,116],revers:[4,5,10,18,28,107,108],review:[10,40,110,127],reviews_electronics_5:127,rewrit:[30,41],rgb:[4,11],rho:6,rid:51,right:[4,27,28,29,30,39,46,60,79,81,95,102],right_scor:95,ring:71,risk:28,rkt:[39,109],rmsprop:[72,95],rmspropoptim:72,rnn:[4,5,18,29,51,54,69,77,79,83,86,107,108,132],rnn_bias_attr:108,rnn_layer_attr:108,rnn_out:108,rnn_output:90,rnn_state:105,rnn_state_:105,rnn_step:4,rnn_use_batch:[61,132,133],rnnalgorithm:69,rnnlm:10,rnnstep:90,roadmap:[86,90],robust:4,rocmplac:67,roi:4,role:[10,26,35,36,42,71,126],rollback:77,root:[6,7,28,71,126,127,128],rot:4,roughli:86,round:[50,71],routin:[50,62,71],row:[3,4,9,18,34,41,122],row_id:4,row_offset:122,rowoffset:122,rows_:84,rpc:35,rpcserver:35,rpi:139,rpi_arm_neon:139,rpi_toolchain:139,rsize:126,rstrip:128,rtk:140,rtype:9,rule:[3,18,28,42,45,51,55,126],run:[18,26,27,28,29,30,31,39,40,42,43,44,46,50,51,52,53,54,55,56,60,63,67,68,70,71,72,74,75,76,77,79,82,83,84,86,87,88,89,92,98,99,109,110,113,114,116,117,118,124,125,126,127,128,130,131,137,140],run_test:98,runinitfunct:[118,128],runnabl:44,running_on_cloud:39,runserv:114,runtim:[22,29,40,41,42,58,68,79,91,92],runtime_table_:29,s_block:28,safe:39,sai:[4,52,55,57,60,78],said:51,same:[3,4,5,18,19,23,25,26,27,35,36,38,40,41,42,53,54,56,59,60,68,69,71,77,79,80,83,86,89,90,105,113,126],samping_id:4,sampl:[3,9,10,18,46,54,77,85,122],sample_id:3,sample_num:3,sample_weight:18,sampler:54,satifi:[3,60],satisfi:[30,63,84,126],save:[4,9,17,25,31,33,35,36,39,40,42,55,56,60,64,72,84,91,126,127],save_dir:[127,128,133,135],save_file_nam:17,save_only_on:[132,133],save_parameter_to_tar:[25,102],savetxt:97,saving_period:[128,132,133],saving_period_by_batch:[132,133,135],scalabl:79,scalar:[4,18,28,29,57,88,90],scale:[1,19,42,44,72,80,85,86,112],scale_a:18,scale_b:18,scaleop:112,scaleopmak:[79,112],scalingproject:4,scan:[18,28,35,60,79],scatter:[4,28,71],scenario:69,schdule:126,schedul:[35,39,44,126],scheduler_factor:2,scheme:[3,6,34,81],scienc:60,scope:[15,27,40,43,47,52,89,119],score:[3,4,14,18,69,95],score_diff:95,scorer:86,scp:129,script:[10,71,98,114,125,126,129,137],sdk:138,search:[4,18,31,83,108],second:[4,18,26,40,49,51,54,56,68,69,75,76,78,83,85,112],secret:126,section:[28,44,51,77,116,126],see:[4,5,10,18,26,28,31,40,41,44,50,51,77,86,95,97,102,116,126],seed:[18,97,118,133],seem:[30,41,50,51,86],seen:[19,81],segment:[3,18,68,90],sel_fc:4,selcet:4,select:[4,18,69,126],selected_generation_scor:69,selected_id:[4,69],selected_indic:4,selected_row:[84,91],selected_rows_desc:[84,91],selected_scor:69,selectedrow:[58,91],selectiv:4,selector:127,self:[27,45,46,54,56,60,61,62,64,70,77,90,111,112],self_addr:40,selfnorm:4,semant:[10,26,69,82],semaphor:41,semat:26,send:[31,36,40,42,44,59,71,79,85,126],send_back_parameter_typ:34,send_var:18,sendbackparameterspars:34,sendbackparametertyp:34,sendparameterrequest:34,sendparameterrespons:34,sens:[72,81,116],sensit:4,sent:[26,36,40,42,79,85,91,127],sentanc:95,sentenc:[4,10,51,68,69,90,105,108],sentence_input:90,sentence_last_state1:105,sentence_last_state2:105,separ:[3,17,18,22,36,42,53,72,80,81],seper:[18,90],seq0:18,seq1:18,seq2:18,seq3:18,seq:[4,10,105],seq_len:90,seq_po:122,seq_pool:[4,104],seq_pos_arrai:122,seq_silc:4,seq_text_print:3,seq_typ:9,seqlastin:105,seqtext_evalu:3,seqtoseq:[4,97],seqtoseq_net:4,sequenc:[1,3,4,5,7,9,10,18,28,29,40,47,51,55,61,70,75,86,90,95,102,105,107,122],sequence_group:4,sequence_layer_group:105,sequence_nest_group:4,sequence_nest_layer_group:105,sequence_start_posit:122,sequencegen:105,sequencesoftmaxop:18,sequencestartposit:4,sequencetextprint:3,sequencetyp:[4,102],sequenti:[4,29,40,41],seri:[5,105],serial:[25,29,35,64,73,79],serializ:[79,91],serv:[42,50,79,90,126],server:[18,26,30,34,37,38,42,52,71,79,93,98,124,125,128,133,140],serverless:31,servic:[116,140],sess:[54,56,70],session:[56,70,76],set:[2,3,4,5,9,10,11,18,19,21,22,23,25,26,28,31,39,54,58,60,63,67,68,69,74,76,77,79,80,83,86,87,90,95,97,102,105,109,112,113,114,116,118,122,126,127],set_active_typ:111,set_attr:45,set_default_parameter_nam:2,set_drop_r:111,set_float_el:27,set_input:[4,45],set_output:45,set_siz:111,set_typ:[45,111],setdatatyp:84,setdefault:112,setp:126,setq:109,settotalbyteslimit:97,setup:[42,72,82,111,112,140],seven:86,sever:[3,4,27,34,42,44,54,68,69,71,73,74,77,84,87,90,126],sexstant:140,sgd:[25,26,31,39,44,72,73,84,102,119,124,132],sgd_optim:119,sgdoptim:20,shall:[28,30],shape:[3,4,9,18,19,25,27,28,29,42,54,57,67,68,75,77,79,84,86,87,102,119],shard:[31,32,33,34,35,36,38,42,44,124,126],share:[4,18,30,54,66,73,77,79,81,86,87,90],shared_bia:5,shared_bias:4,shared_librari:30,shared_ptr:[63,65,66,83,87,113],shef:10,shell:126,shift:[4,18],shorten:4,shorter:11,should:[2,3,4,9,11,18,19,22,25,26,27,28,29,36,39,41,42,45,46,50,52,53,54,58,59,63,67,68,69,70,72,73,74,75,78,79,80,81,84,85,86,88,89,90,91,107,112,114,126],should_be_fals:26,should_be_tru:26,should_shuffl:105,show:[3,6,28,29,31,49,51,57,60,64,68,71,72,75,88,90,109,126],show_check_sparse_distribution_log:[132,133],show_layer_stat:[132,133],show_parameter_stats_period:[127,132,133,135],shown:[4,18,26,42,46,71,74,86,126],shrink_rnn_memori:18,shrunk:45,shuf:95,shuffl:[9,42,95],sid:126,side:[4,18,25,42,46,60,73],sig:126,sigint:125,sigma:18,sigmod:85,sigmod_op:85,sigmod_output:85,sigmoid:[4,19,29,85,90],sigmoidactiv:[5,105],sigmoidcrossentropywithlogit:18,sign:[48,64,126],signatur:126,signific:86,sima:10,similar:[4,18,29,40,41,42,44,47,51,69,72,74,78,79,81,86,87,89,90,116,126,140],similarli:[4,9,51,60],simpl:[1,3,4,5,9,10,18,25,40,44,50,52,55,56,60,68,72,75,81,83,85,86,90,128],simple_attent:108,simple_gru:108,simple_lstm:[4,96],simple_rnn:[4,108],simple_transform:11,simpler:73,simplest:126,simpli:[4,11,26,36,42],simplifi:[26,69,77,85,86],simul:[51,138],simultan:126,sinc:[4,5,18,31,35,37,38,41,42,43,44,51,58,60,63,67,72,77,78,80,81,90,126,140],singl:[3,5,9,17,18,28,31,42,44,46,50,59,71,79,83,86,116],singleton:[40,43],sinlg:25,sit:[18,42],site:[30,116,117,126],sitten:18,sittin:18,situat:[28,76,89],size:[3,4,5,9,10,11,18,19,25,31,33,34,36,41,42,50,54,60,64,69,72,77,78,84,85,86,87,90,95,97,102,103,105,108,111,112,113,119,122],size_a:4,size_b:4,size_in_byt:63,size_t:[34,87,90,111],sizeof:[29,122],skip:[28,78,97,110,126],sleep:128,slice0:18,slice1:18,slice2:18,slice3:18,slice:[4,18,40],sliceproject:4,slide:[4,6,10,31],slight:51,slightli:54,slope:[4,18],slopeinterceptlay:4,slowli:116,small:[4,10,18,27,40,52,54,62,69],small_messag:[132,133],smaller:[18,27,31,50,69],smart:83,smooth:4,smt:10,snap:127,snapdragon:50,snapshot:[32,38,126],snippet:[53,70,126],sock:39,sock_recv_buf_s:[132,133],sock_send_buf_s:[132,133],socket:128,soft:18,soft_label:18,softmax:[4,5,18,26,29,42,44,51,56,57,69,75,95,108,111],softmax_param:97,softmax_param_attr:5,softmax_selfnorm_alpha:4,softmaxactiv:105,softmaxoutput:56,softrelu:18,softwar:[50,74,95,102,140],solid:54,solut:[71,140],solv:[26,28,60,79],some:[2,4,9,11,18,25,26,28,29,30,34,35,36,38,39,42,44,45,50,52,53,54,55,59,60,63,67,68,69,70,75,76,77,78,79,80,83,87,89,90,126,140],some_c_api_funct:66,some_inst:66,some_lay:18,some_op:[58,68,90],some_python_class:65,somecppclass:65,somedata:25,somegotyp:65,someth:[28,34,77,116],sometim:[4,74,78],somewhat:36,somewher:83,soon:31,sort:[4,10,18,22,90,116,126,128],sort_by_length:90,sortagrad:86,sorted_kei:22,sourc:[4,10,18,27,30,49,51,54,62,64,66,69,78,79,116,126],source_dict_dim:[69,108],source_dict_s:69,source_language_word:[69,108],space:[3,4,44,50,77,81,86],space_seperated_tokens_from_dictionary_according_to_seq:3,space_seperated_tokens_from_dictionary_according_to_sub_seq:3,span:74,spars:[2,4,6,9,18,34,41,95,111,122,124,126,128,133,135],sparse_binary_vector:[9,95,102,122],sparse_binary_vector_sequ:[9,122],sparse_binary_vector_sub_sequ:122,sparse_float_vector:[9,102],sparse_float_vector_sequ:9,sparse_non_value_slot:9,sparse_remot:34,sparse_upd:[2,34,95],sparse_value_slot:9,sparse_vector:[95,122],sparse_vector_sequ:122,sparse_vector_sub_sequ:122,sparseparam:111,sparseprefetchrowcpumatrix:111,spatial:4,spatial_scal:4,spec:[126,127,128],specia:10,special:[4,10,18,28,36,42,50,52,58,67,69,70],specialvartypeinfer:58,specif:[10,18,19,25,28,30,31,42,45,49,52,69,79,83,87,95,102],specifi:[3,4,10,17,18,22,26,27,34,35,36,39,40,41,42,43,45,46,47,49,54,64,74,77,83,85,90,114,116,126],spectrogram:86,speech:[4,86],speed:[4,5,50,64,71,72,140],speedup:74,sphinx:[65,114],split:[4,9,19,38,40,43,51,57,69,79,90,105,124,126],split_count:[124,126,128],sport:18,spread:28,sqrt_x:18,squar:[4,6,7,56],square_error_cost:[102,119],squash:110,srand:[122,133],src:[30,63,92,124,125,128],src_backward:108,src_dict:97,src_dict_path:97,src_dict_siz:10,src_embed:[69,108],src_forward:108,src_lang:10,src_primitive_desc:63,src_word_id:[69,108],src_word_vec:69,sreializ:91,srl:10,ssd:4,ssh:[126,129],ssh_server:125,sstabl:26,stabil:[4,18,27,60],stabl:[82,126],stack:[18,47,79,90,126],stackexchang:4,stage:[30,37,43,54,60,63,86,91,110],stale:31,stamp:92,stand:18,standalon:137,standard:[2,9,18,41,51,79,81,86,116],stanford:[10,27,127],star:30,start:[4,5,10,18,25,28,30,31,34,35,36,38,39,41,42,43,69,71,73,74,92,110,116,122,127,128,133],start_mpi_train:129,start_op_idx:28,start_paddl:128,start_pass:[132,133],start_po:4,start_pserv:[132,133],startpaddl:128,startup:[18,31,39,51,126],startup_program:18,stat:[118,133],state:[4,5,18,22,29,31,46,47,68,69,74,83,86,90,96,107,127],state_act:[4,5,105],statem:60,statement:[51,55,60,126],statfulset:128,static_cast:[63,113],staticinput:[4,107,108],statist:[4,18,46,74],statmt:10,statset:118,statu:[18,39,69,110,118,126,127,128],status:127,std:[25,30,34,56,58,59,63,65,66,74,76,79,80,83,85,87,111,112,113,133],stdbuf:124,stderr:125,stdout:[9,125],step1:18,step:[4,5,7,18,27,29,31,36,42,44,46,51,54,55,61,69,72,73,77,79,85,86,90,105,107,108,116,126,140],step_gradi:28,step_id:90,step_input:90,step_net:29,step_output:90,step_scop:79,stepnet:[29,68,79,83],stepout:105,still:[28,35,38,42,51,60,80],stirng:77,stmt1482205552000:126,stmt1482205746000:126,stochast:[6,31,35,38,72],stop:[4,77],stop_gradi:[18,77],storag:[48,50,126],store:[3,4,10,18,25,27,29,30,34,47,56,58,64,67,69,73,75,77,79,80,81,83,90,126],str:[11,18,25,28,39,90,128,135],straight:[75,78,84],straightforward:63,strategi:[7,31,77,133],stream:[9,42,63,74,87],stream_:87,streamid:22,street:4,strict:78,stride:[4,5,18,63,67,86],stride_h:18,stride_i:4,stride_w:18,stride_x:4,string:[3,4,9,10,11,18,22,25,28,29,35,49,56,59,64,74,75,76,77,79,80,83,84,85,91,111,112,126,133],strip:[97,105,116],struct:[35,36,48,50,58,59,66,67,74,80,85,89,97],structur:[28,29,35,51,54,64,69,75,77,79,84,126],sts:126,stuff:110,style:[4,79,85],sub:[3,4,9,18,26,28,38,40,44,54,60,68,71,73,77],sub_block:28,sub_nest_seq:4,sub_sequ:[4,102],subclass:77,subcommand:49,subgradi:6,subgraph:[44,54],submiss:42,submit:[63,79,126],subnet0:126,subnet:[26,126],subobjectpath:127,subscript:18,subseq:[104,107],subsequ:[4,71],subsequenceinput:[4,105],subset:18,substitut:18,succ:60,succeed:[35,127],success:[4,36,126,127],successfulcr:127,sucess:60,sucessor:60,sudo:[109,126],suffer:27,suffix:[39,124],suggest:[4,30],suit:140,suitabl:[84,87],sum:[4,6,19,28,29,32,43,58,77],sum_op:28,sum_x:18,sume:18,summar:[18,54,74],summari:74,summat:18,sumopgradmak:80,sumpool:95,supercomput:60,suppli:[18,84],support:[2,3,4,6,7,9,11,18,27,29,31,38,39,40,41,42,44,51,53,54,60,63,64,67,69,72,73,74,76,78,79,80,81,84,86,89,101,105,126,140],support_inplac:60,suppos:[5,18,19,30,40,53,84,122],suppress:[4,49],sure:[18,116,126],surpass:4,svs:85,swagger:48,swig:[37,65,66,98],switch_ord:96,switchop:29,sychron:71,symbol:[4,29,56,66],symbols_ready_:29,symbolt:[29,79],symlink:110,sync:[31,72,81],sync_with_cpp:[116,117],syncflag:111,synchron:[31,35,41,63,71,74,126],syntax:[40,47,51,69,78],sysroot:137,system:[29,30,31,36,38,41,42,44,48,53,54,60,62,86,95,116],t_max:18,t_min:18,tabl:[3,4,18,29,40,51,58,64,84,91],tablelookup:84,tablelookupgrad:84,tablelookupop:84,tableproject:4,tag:[3,10,82,92,99,110,124],tagtyp:3,tail:69,tainer_id:128,take:[3,4,5,9,18,25,26,28,29,30,31,38,40,41,42,45,47,50,52,54,55,57,58,60,63,67,72,75,76,77,78,79,80,87,89,90,116,126],taken:[4,45,56,60,67,90],talk:[36,52],tangl:116,tanh:[4,5,54,69,108,111],tanhactiv:[5,105],tanhshrink:18,tar:[10,11,25,92,102,123,126],tarbal:126,target:[4,10,18,25,28,29,30,45,47,54,56,70,76,79],target_block:[28,45],target_dict_dim:108,target_dict_s:69,target_dictionary_dim:4,target_language_embed:4,target_language_word:108,target_link_librari:30,target_var:17,target_word:69,targetinlink:[4,105],task13:86,task14:86,task1:10,task:[3,4,10,18,42,64,69,74,85,123],task_queu:35,taskentri:35,taskqueu:35,tbd:[37,63,86,105],tcp:[126,133],tear:118,technic:[28,31],techniqu:[18,60,116],technolog:[18,51],tee:127,tell:[22,31,35,36,69,85],templat:[53,63,85,87,112,113,127,128,140],tempor:[4,18,86],temporari:[28,39,47,60,72,77],tempori:60,tensor:[19,27,30,40,41,43,44,50,51,52,54,56,58,59,63,64,67,68,69,84,90,91,112,119],tensor_arrai:40,tensor_array_read:90,tensor_array_s:90,tensor_array_stack:90,tensor_array_unstack:90,tensor_array_writ:90,tensor_data:64,tensor_in:89,tensor_s:27,tensor_test:30,tensor_to_check:27,tensorarrai:43,tensorarraydesc:90,tensordesc:[64,84],tensorflow:[29,40,41,42,44,51,54,57,81,90],term:[4,5,18,31,80,81,86],termin:127,terminolog:60,tessorarrai:90,test100:10,test10:10,test1:33,test:[4,9,10,11,18,25,26,27,30,56,66,72,78,82,103,110,111,112,113,118,119,122,124,129,133,135],test_:112,test_all_data_in_one_period:127,test_check_grad_ingore_i:112,test_check_grad_ingore_x:112,test_check_grad_norm:112,test_check_output:112,test_compar:92,test_comparespars:92,test_comparetwonet:92,test_comparetwoopt:92,test_config_pars:92,test_data_dir:124,test_fcgrad:111,test_gpuprofil:118,test_layergrad:111,test_list:97,test_mkldnn:62,test_mklpack:61,test_mul_op:[98,112],test_networkcompar:92,test_pass:[132,133,135],test_period:[132,133,135],test_predict:92,test_pydataprovid:92,test_pydataprovider2:92,test_pydataproviderwrapp:92,test_recurrent_machine_gener:92,test_recurrentgradientmachin:[92,105],test_swig_api:92,test_train:92,test_traineronepass:92,test_wait:[132,133],testa:26,testb:26,testbilinearfwdbwd:118,testconfig:111,testfcgrad:111,testfclay:111,testlayergrad:111,testmulop:112,testq:26,testresult:25,testutil:111,text1:49,text:[3,5,9,18,26,64,68,74,86,126],text_fil:9,tflop:118,tftp:140,tgz:[10,92,101],than:[2,3,4,5,18,28,31,39,40,45,51,52,53,54,77,79,81,88,90,97,122,126,140],the_step:51,theano:51,thehalf:18,thei:[4,18,26,28,30,31,36,38,40,41,44,45,49,51,54,55,59,60,69,70,74,77,79,85,90,91,118,126],them:[3,4,5,11,18,26,27,28,30,31,34,39,41,44,45,51,52,53,58,59,60,69,77,78,79,80,83,84,85,89,90,91,118,126],themselv:[28,30],theori:51,therefor:[28,60,72],therein:[4,18,29],theta:54,theta_d:54,theta_g:54,thi:[2,3,4,5,6,9,10,11,17,18,22,23,25,26,27,28,29,30,31,34,35,36,37,38,39,40,41,42,43,44,45,46,47,50,51,52,53,54,55,56,59,60,63,67,68,69,70,71,72,73,74,75,77,78,79,80,81,84,85,86,87,89,90,95,101,102,116,118,119,122,126,140],thin:58,thing:[42,54,79,87],think:[26,30],third:[4,18,31,56,116,122],third_parti:[4,62,92,120,137,138,139],those:[4,29,30,31,53,55,56,57,75],though:[90,140],thought:[18,30],thread:[40,41,43,74,116,118],thread_count:43,thread_id:74,thread_id_:74,thread_local_rand_use_global_se:[132,133],thread_pool:43,threadblocks:22,threadid:135,threadloc:118,threadpool:40,three:[3,4,10,18,19,27,28,31,41,46,50,51,52,55,63,69,70,73,74,75,78,86,87],threshold:[2,3,4,18,31,35,45,133],thresholdedrelu:18,through:[4,19,28,30,31,35,37,46,60,70,72,114,119],throughout:47,throughput:118,thrust:79,thu:[4,18,38,46,56,60,86,126],tier:127,time:[4,5,7,9,18,22,25,26,27,30,31,35,38,41,42,44,45,51,53,58,60,61,67,68,69,71,74,77,78,79,80,84,85,86,90,91,105,116,117,118,122,127,128,133,140],timelin:[4,74,79],timeo:126,timeout:[31,35],timeout_sec:9,timer:[22,118],timestamp:[4,32],timestep:[4,83],titan:60,titl:[10,128],tls:48,tmp:77,to_chw:11,to_no_sequ:[4,104],to_sequ:[4,104,105],to_tar:25,to_your_paddle_clone_path:114,todo:[3,9,10,29,31,35,38,69,85,86],toend:4,togeth:[4,5,9,25,28,90],token:[3,4,10,18,26,86,108],toler:[25,27],too:[10,27,40,41,45,63,89,90],took:140,tool:[74,114,116,126,128,137,139],toolchain:[116,137],toolkit:86,top:[3,18,25,68,69,86],top_k:[3,18,69],top_level_rnn:68,topic:63,topk_generated_scor:69,topk_id:69,topk_indic:18,topk_out:18,topk_scor:69,toplevel:109,topolog:[26,31,42,56,60,64,73],topoloi:56,topolopi:25,torch:[29,51],toronto:10,tostr:97,total:[18,22,25,31,44,46,71,74,78,116,118,127,140],total_pass:78,tottim:[116,117],touch:92,toward:51,trace:[29,52,54],track:[31,35,56,77,110],tractabl:4,tradit:[4,29,50,86],traffic:42,trail:9,train100:10,train10:10,train:[2,3,4,9,10,11,18,28,29,33,35,36,38,40,45,46,47,51,52,54,55,60,61,64,71,72,73,74,75,76,77,79,81,84,86,87,91,93,95,99,102,108,124,125,127,128,129,130,131,133,135],train_arg:128,train_args_dict:128,train_args_list:128,train_config_dir:[126,128],train_data:124,train_data_dir:124,train_i:102,train_id:126,train_list:[97,124],train_loop:51,train_read:[42,102],train_x:102,trainabl:[4,21,64,77],trainer:[26,32,33,34,35,37,42,44,52,61,62,72,73,79,102,111,124,128,133,135],trainer_config:[123,126,127,128],trainer_config_help:111,trainer_count:[95,103,124,126,127,128,132,133,135],trainer_cpu:39,trainer_cr:39,trainer_gpu:39,trainer_id:[124,126,128,133],trainer_intern:34,trainer_mem:39,trainer_packag:39,trainer_prog:42,trainerconfighelp:97,trainerid:[38,128],trainingjob:42,trainonebatch:34,tran:[63,111],trans_var:89,transact:[31,35],transcript:86,transfer:[60,74],transform:[4,5,11,18,79,86],transform_param_attr:5,transformed_st:5,translat:[4,5,10,60,95],translation_id:69,translation_scor:69,transpar:69,transpil:40,transpos:[4,11],transpose_i:18,transpose_x:18,transposedfullmatrixproject:4,travers:[28,55,60],travi:110,treat:[4,18,29,36,60],treatment:[36,50],tree:[4,29,40,47,51,77,119,128,139],trg_dic_siz:69,trg_dict_siz:10,trg_embed:[69,108],trick:69,tricki:65,trigger:[38,73],trim:4,trivial:[69,90],true_block:[29,57,75],true_imag:78,true_label:78,true_neg:46,true_posit:46,true_read:78,truth:[3,4,18],tune:[2,86,116,117,132],tupl:[4,5,9,10,11,18,25,28,77,78],ture:4,turn:[4,18,77,78,107],tutori:[22,116,126,128,129,130,131],twice:[44,54],twine:82,two:[3,4,5,18,19,26,28,36,37,38,39,40,41,42,46,49,50,51,52,54,55,58,60,64,67,69,72,74,75,78,79,80,81,83,84,85,86,89,90,91,112,113,118,126],txt:[30,39,49,61,62,111,114,124,126,129],type:[3,4,5,7,9,10,18,23,26,28,29,31,34,35,38,39,42,48,49,50,52,58,59,63,64,65,66,68,69,75,76,77,78,79,80,81,84,85,86,87,89,91,102,103,105,108,111,112,113,122,126,127,135],type_nam:85,typedef:[36,50,65,66,67,87],typeerror:45,typeid:85,typenam:[53,85,87,112,113],typic:[3,42],ubuntu:[82,101,103,116],ubyt:78,uci:10,uci_h:103,ufldl:[4,18],uid:127,uint16_t:50,uint32:[48,64],uint32_t:74,uint64:[64,65],uint64_t:[65,122],unawar:36,unbound:60,unchang:18,unclear:38,uncreat:28,under:[18,30,35,44,71,89,95,102,126],underli:[18,69],understand:[51,77,86,116,140],understand_senti:108,undeterminist:118,uni:86,unidirect:[4,86],unifi:[47,56,84],uniform:[2,4,9,18,33,54,77,78],uniform_random:77,uniforminiti:16,uniniti:28,uninstal:[92,98],uniqu:[26,29,31,38,39,63,67,77,83,126],unique_nam:77,unique_name_gener:77,unique_ptr:[80,83,87,111],unit:[4,5,18,19,30,72,74,81,87],unitest:18,unittest:[66,92,112],unix:41,unk:[10,84,91],unknown:[4,10,18,23],unless:[18,95,102],unlik:[4,18,69],unnecessari:[28,86],unnorm:18,unordered_map:83,unpack:90,unrol:68,unscal:18,unseen:81,unseg:4,unsign:[36,50],unstack:90,unstack_from:90,unsupervis:54,unsupport:112,until:[31,36,43,44,51,60,83,126,128],untrack:110,unus:18,unzip:137,updat:[2,4,6,18,28,31,35,36,42,48,50,54,68,69,70,71,72,73,83,86,90,110,116,117,135],update_equ:[25,102],update_hook:2,update_memori:29,update_op:70,updatecallback:111,updatestack:126,upgrad:[71,92,101],upload:[31,39,41,48,82],upon:31,upper:4,upstream:[92,110],uri:126,url:[9,10],usag:[3,4,5,11,18,25,50,57,60,73,77,88,124,125,128],use:[2,3,4,5,7,9,10,11,18,22,25,26,27,29,30,31,37,42,43,44,47,50,54,56,58,59,60,63,67,69,70,71,73,74,77,83,84,85,86,89,90,91,95,102,110,112,116,118,122,124,126,128],use_cpu:59,use_cudnn:[18,19,59],use_eigen_bla:137,use_eigen_for_bla:[137,138],use_etcd:25,use_global_stat:4,use_gpu:[95,102,103,124,127,128,132,133,135],use_mkl_pack:61,use_mkldnn:[4,59,62],use_old_updat:[34,132,133],use_peephol:18,use_sparse_remote_updat:34,used:[3,4,5,6,7,9,10,11,18,22,25,26,27,29,30,31,37,38,42,45,47,50,51,54,56,60,68,69,72,73,74,77,78,79,81,83,85,87,89,90,116,118,126],useful:[4,5,27,50,60,77,83,89],usegpu:[111,122],user:[2,4,5,9,10,11,18,22,25,26,27,28,29,30,33,35,38,39,40,42,43,44,45,46,47,49,53,54,55,56,58,59,63,67,69,70,71,72,74,77,78,79,80,81,83,85,87,89,90,116,126,140],user_id:128,user_info:10,user_nam:33,usercert:33,userinfo:10,userkei:33,usernam:[33,110,137],uses:[4,18,31,38,40,41,42,50,60,67,68,69,73,74,87,89,126],using:[2,4,5,9,10,14,18,25,26,28,29,30,31,35,36,38,39,41,42,47,49,50,51,53,54,56,58,60,68,70,72,75,77,78,80,81,83,85,86,87,103,112,126],usr:[92,98,99,124,126,128,133],usual:[4,18,25,28,39,60,67,74,75,81,87,116,118,126],util:[42,61,62,71,118,123,128,140],uuid:[32,38],v7a:137,v8a:137,val:28,valgrind:117,valid:[4,10,11,18,78,79,83,126],valu:[2,3,4,7,9,10,11,18,19,22,25,27,28,29,31,40,41,45,46,56,57,60,62,64,68,69,70,72,73,75,79,83,84,85,88,90,91,95,111,122,126,128,135,137],value1:133,value2:133,value_:84,value_evalu:3,value_rang:9,valueerror:[18,19,56,95],values_:90,vanilla:108,var_nam:[28,89],var_recurs:45,vardesc:[29,55,75,77,79,84],vardescbuild:29,vari:126,variabl:[6,9,10,17,18,19,26,27,29,40,42,44,45,46,47,52,54,55,56,57,58,67,68,69,70,72,75,76,80,81,84,85,86,89,90,116,119,126,127],variablenamemap:112,varialbl:54,varianc:4,variant:[4,58,67,87,90],varibal:28,varibl:56,varienc:90,varient:90,variou:[29,41,50,60,81],varproto:85,vars_:[29,83],vartyp:[18,84,91],vartypeinfer:58,vec1:4,vec2:4,vec2seq:86,vec:97,veclib:138,vecter:18,vector:[4,5,9,10,18,26,29,34,36,56,57,63,68,69,74,77,79,80,84,86,88,90,120,122],vendor:30,verb:10,verbos:49,veri:[4,7,30,35,40,44,47,51,53,54,60,63,69,73,78,81,83,86,87,90,116],verifi:29,version:[4,5,10,28,30,39,42,45,49,52,54,56,57,64,69,82,86,95,102,110,116,118,124,126,132,133,138],versu:26,vertic:4,vgg:5,via:[18,28,31,67,110,126,140],view:[4,64,67],vim:99,virtual:[45,58,59,80,87],virtualenv:109,visibl:[38,83],vision:10,visit:[25,28],visual:[4,69],vl16:10,vlog:34,vocabulari:86,volum:[114,127,128],volumemount:[126,127,128],volumn:126,vutbr:10,w_f:18,wai:[3,5,18,26,28,36,38,41,47,51,59,60,69,72,77,78,81,90],wait:[31,36,43,128],wang:18,wangkuiyi:30,want:[4,22,26,39,40,41,46,54,59,67,72,74,76,78,81,83,87,88,89,90,116],warn:[25,49,92,97,128],warp:[4,18],warp_ctc:86,warpctc:4,warranti:[95,102],wast:71,watch:31,wbia:126,web:116,websit:10,weight:[3,4,5,6,18,19,21,23,61,64,81,111],weight_act:5,weightlist:111,weights_:111,weights_primitive_desc:63,weights_t:111,welcom:[30,86],well:[18,28,39,41,42,44,51,53,54,81,84,86,126],wer:86,were:[3,30,41,51],west:126,wget:[92,137],wgt:63,what:[2,4,30,51,54,69,77,85,89,110,116,140],wheel:101,when:[2,3,4,6,9,18,19,25,27,28,29,30,31,34,35,36,39,40,42,44,45,46,47,49,50,51,52,56,69,71,72,73,74,75,77,79,87,90,116,118,126,140],whenev:[18,77,86],where:[4,5,6,18,19,26,28,29,31,38,40,42,51,52,55,67,68,69,72,75,79,81,87,90,116,119],wherea:[18,29,35,53,57,87,88,91],whether:[3,4,11,18,25,27,28,29,47,74,78,84,90,122],which:[2,3,4,5,9,10,11,17,18,19,21,22,25,26,27,28,29,30,31,33,35,36,38,39,40,41,42,43,45,47,50,51,52,53,54,56,58,60,63,64,67,68,69,70,71,73,75,76,77,78,79,80,83,84,85,88,89,90,91,102,116,117,126,140],while_grad:60,while_loop:[69,90],while_op:[18,28],whileloop:90,whileop:29,white:86,whl:[98,101],who:[28,53,55,71,77],whoever:36,whole:[3,9,28,54,57,60,65,66,68,71,76,85,86,120,126,140],whose:[4,9,18,27,28,31,38,45,68,79,80,85,90],why:[5,27,66,118],wide:[30,45,54,125,129],width:[3,4,9,11,18,34,65,78,97,111,112,122],wiil:18,wiki:[4,30],wikipedia:[4,10],window:[4,7,10,72,86,109],wirt:56,wise:[4,11,18,44,79,86],with_avx:[98,110,124,137,138],with_bia:85,with_c_api:[98,120,137,138,139],with_doc:98,with_doubl:[98,111,124],with_dso:98,with_golang:[98,120,137],with_gpu:[98,109,110,120,124,137,138],with_mkl:[61,62,98,120,137],with_mkldnn:62,with_mklml:62,with_profil:118,with_python:[98,120,124,137,138],with_rdma:[124,137,138],with_style_check:[98,110],with_swig_pi:[98,120,137,138],with_test:[98,110,112],with_tim:[118,124],within:[4,18,35,42,51,86],without:[3,4,28,31,36,41,74,77,78,79,86,95,102,116],wloop:90,wmt14:108,wmt16_files_mmt:10,wmt_shrinked_data:10,won:105,word2vec:[39,95,124,125],word:[3,4,10,28,44,55,58,60,68,69,79,85,86,90,95,105,107],word_dict:[105,124,129],word_dim:[97,105],word_id:95,word_idx:10,word_vector_dim:[4,69,108],wordcount:86,words_freq_sort:10,work:[4,9,18,26,29,30,31,42,47,50,51,59,70,72,74,77,99,105,110,114,116,126,127,128,140],worker:[44,91,126],workercount:126,workflow:[79,126],workshop:10,workspac:[124,125],worth:119,would:[22,25,29,30,31,38,41,42,43,44,51,53,54,55,63,70,72,73,77,78,84,86,90,116,126,140],wouldn:[51,55],wrap:[18,51,53,54,71,140],wrapper:[5,30,41,53,71,72,80,90,118],write:[9,18,26,31,38,40,42,44,50,51,52,53,56,58,63,70,72,77,78,79,80,87,90,95,97,102,126],write_lock:32,write_to_arrai:60,writer:[26,77],written:[18,22,28,29,40,44,47,54,64,72,79,80,84,116],wrong:78,wrote:56,wsize:126,www:[10,18,95,102],x64:139,x86:[137,138],x86_64:[137,138],x_first_step:18,x_last_step:18,x_neg:27,x_num_col_dim:18,x_po:27,x_reshap:18,x_t:18,x_t_data:18,x_transpos:18,xarg:[3,92,99,111,129],xavier:18,xavieriniti:[16,18],xcode:138,xcodebuild:138,xgbe0:133,xgbe1:133,xmap_read:9,xpu:51,xrang:[27,51,54,74,78,102,103,111],xx_layer:59,xxx:[26,90],xxxx:32,xxxxxxxxx:126,xxxxxxxxxx:126,xxxxxxxxxxxxx:126,xxxxxxxxxxxxxxxxxxx:126,y_dim:54,y_neg:27,y_num_col_dim:18,y_po:27,y_predict:[18,102,103,119],yaml:[30,125,126,127,128,129,140],yancey1989:39,yann:10,yapf:110,year:[10,51],yeild:25,yep:[74,116,117],yet:[51,86,140],yield:[9,26,33,78,95,102,105],you:[2,4,5,9,10,18,19,22,25,27,39,42,50,83,95,102,116,126,140],your:[4,9,10,25,26,30,34,39,49,79,92,126,137,138,139,140],your_access_key_id:126,your_param_nam:97,your_repo:128,your_secrete_access_kei:126,your_source_root:66,yuang:51,yuyang18:[9,10],yuyang:[116,117],z_dim:54,z_size:54,zero:[2,4,5,6,9,10,27,28,31,54,69,73,77,84,126,133],zip:[10,77,128,137],zlib:120,zone:126,zxf:92,zxvf:126},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","PaddlePaddle Design Doc","Auto Gradient Checker Design","Backward Building","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","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","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","\u7f16\u8bd1 PaddlePaddle \u9884\u6d4b\u5e93","PaddlePaddle C-API","\u8f93\u5165/\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7","C-API \u4f7f\u7528\u6d41\u7a0b","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","&lt;no title&gt;","&lt;no title&gt;","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Cluster bootstrapping tool survey"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":128,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":33,"\u4e0b\u8f7d\u6570\u636e":127,"\u4e0b\u8f7dmklml\u5e93\u5931\u8d25":92,"\u4e0d\u4f7f\u7528":65,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":65,"\u4e0d\u540c\u7684":96,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":65,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":65,"\u4e24\u79cd\u4f7f\u7528":96,"\u4e3a\u4ec0\u4e48\u8981":109,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":118,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":118,"\u4ec5\u4ec5\u4f7f\u7528void":65,"\u4ece\u5feb\u7167\u6062\u590d":32,"\u4ece\u6e90\u7801\u7f16\u8bd1":98,"\u4ee3\u7801\u8981\u6c42":110,"\u4f7f\u7528":[110,127],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":124,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":65,"\u4f7f\u7528\u6848\u4f8b":135,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":135,"\u4f7f\u7528\u6d41\u7a0b":123,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":128,"\u4f7f\u7528\u8bf4\u660e":115,"\u4f7f\u7528\u8f6c\u6362\u5e93":33,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":99,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":99,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":99,"\u4f7f\u7528docker\u6784\u5efa":114,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":125,"\u4f7f\u7528paddlepaddl":114,"\u4f7f\u7528pip\u5b89\u88c5":101,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":110,"\u4fee\u6539\u542f\u52a8\u811a\u672c":127,"\u4fee\u6539\u6587\u6863":114,"\u514b\u9686":110,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":66,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":66,"\u5185\u7f6e\u5b9a\u65f6\u5668":118,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":111,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":125,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[137,138],"\u51c6\u5907\u6570\u636e\u96c6":124,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":128,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":124,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b":123,"\u51c6\u5907openmpi\u96c6\u7fa4":129,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":95,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":95,"\u51fa\u73b0":96,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":48,"\u5206\u5e03\u5f0f\u8bad\u7ec3":124,"\u5206\u652f\u89c4\u8303":82,"\u521b\u5efa\u672c\u5730\u5206\u652f":110,"\u521b\u5efa\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":123,"\u521b\u5efajob":128,"\u521b\u5efapaddlepaddl":127,"\u521d\u59cb\u5316paddlepaddle\u8fd0\u884c\u73af\u5883":123,"\u5220\u9664\u672c\u5730\u5206\u652f":110,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":110,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":95,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":110,"\u5236\u4f5c\u955c\u50cf":128,"\u5236\u4f5cdocker\u955c\u50cf":127,"\u524d\u5411\u8ba1\u7b97":123,"\u524d\u5411operator\u5355\u6d4b":112,"\u52a0\u8f7d\u6a21\u578b":123,"\u52a0\u8f7dpaddlepaddl":102,"\u52a0\u901f\u6267\u884c":32,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":95,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":65,"\u52a8\u6001\u6269\u5bb9":32,"\u5355\u5143\u6d4b\u8bd5":133,"\u5355\u53cc\u5c42rnn":105,"\u539f\u56e0":65,"\u539f\u56e0\u5217\u8868":65,"\u53c2\u6570\u5185\u5b58":95,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":133,"\u53c2\u6570\u6982\u8ff0":132,"\u53c2\u6570\u8bbe\u7f6e":97,"\u53c2\u8003\u6587\u6863":48,"\u53c2\u8003\u8d44\u6599":118,"\u53cc\u5c42rnn":105,"\u53cc\u5c42rnn\u4ecb\u7ecd":107,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":107,"\u53cd\u5411operator\u5355\u6d4b":112,"\u53d1\u5e03docker\u955c\u50cf":82,"\u53d1\u5e03wheel\u5305\u5230pypi":82,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":109,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":101,"\u540d\u8bcd\u89e3\u91ca":48,"\u5411\u91cf":133,"\u542f\u52a8\u4efb\u52a1":128,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":124,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":124,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":124,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[125,129],"\u5440":109,"\u548c":104,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":135,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":124,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":99,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":129,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":113,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":137,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":137,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[102,122],"\u57fa\u672c\u539f\u7406":107,"\u57fa\u672c\u8981\u6c42":65,"\u5982\u4f55\u4e66\u5199\u6587\u6863":114,"\u5982\u4f55\u4f7f\u7528":96,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":97,"\u5982\u4f55\u5199\u65b0\u7684oper":112,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":95,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":97,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":97,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":95,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":97,"\u5982\u4f55\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u53c2\u6570\u7684\u6743\u91cd\u548c\u68af\u5ea6":95,"\u5982\u4f55\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u67d0\u4e00\u4e2alayer\u7684output":95,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":95,"\u5982\u4f55\u66f4\u65b0www":114,"\u5982\u4f55\u6784\u5efa\u6587\u6863":114,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":97,"\u5982\u4f55\u8c03\u7528":95,"\u5982\u4f55\u8d21\u732e":114,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":110,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":118,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":97,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":105,"\u5b50\u5e8f\u5217\u95f4\u6709memori":105,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":97,"\u5b89\u88c5":101,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":100,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":139,"\u5b89\u88c5\u6d41\u7a0b":100,"\u5b9a\u4e49operator\u7c7b":112,"\u5b9a\u4e49opkernel\u7c7b":112,"\u5b9a\u4e49protomaker\u7c7b":112,"\u5b9e\u73b0":65,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":112,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":111,"\u5b9e\u73b0\u65b9\u5f0f":66,"\u5b9e\u73b0\u8ba1\u7b97":113,"\u5b9e\u73b0c":[111,112],"\u5b9e\u73b0python\u5c01\u88c5":111,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":117,"\u5bfc\u51fac":65,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":135,"\u5de5\u5177":118,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":101,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":100,"\u5e76\u5b8c\u6210":110,"\u5efa\u7acb":110,"\u5f00\u53d1\u6807\u51c6":115,"\u5f00\u59cb\u5f00\u53d1":110,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":133,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":32,"\u5feb\u901f\u5b89\u88c5":103,"\u5feb\u901f\u5f00\u59cb":103,"\u6027\u80fd\u4f18\u5316":115,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":118,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":118,"\u6027\u80fd\u8c03\u4f18":133,"\u603b\u4f53\u6d41\u7a0b":109,"\u603b\u7ed3":122,"\u6216\u8005\u662f":92,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":98,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":92,"\u62a5importerror":92,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":65,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":95,"\u63a8\u5bfc\u65b9\u7a0b":111,"\u63a8\u6d4b\u6267\u884c":32,"\u63d0\u4ea4":110,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":110,"\u63d0\u4ea4\u955c\u50cf":127,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":102,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":104,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":33,"\u6570\u636e\u652f\u6301":133,"\u6574\u4f53\u65b9\u6848":128,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":48,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":33,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":33,"\u6587\u4ef6\u9884\u5904\u7406":33,"\u6587\u6863":136,"\u65b0\u624b\u5165\u95e8":103,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":93,"\u65f6\u95f4\u5e8f\u5217":105,"\u65f6\u95f4\u6b65":105,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":66,"\u672c\u5730\u6d4b\u8bd5":135,"\u672c\u5730\u8bad\u7ec3":135,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":95,"\u672f\u8bed":32,"\u6784\u5efa\u548c\u6d4b\u8bd5":110,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":137,"\u67b6\u6784\u56fe":48,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":117,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":127,"\u67e5\u770b\u8f93\u51fa":128,"\u6846\u67b6\u751f\u6210":48,"\u6848\u4f8b\u4e00":135,"\u6848\u4f8b\u4e8c":135,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":125,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":125,"\u6982\u5ff5\u7b80\u4ecb":112,"\u6982\u5ff5\u89e3\u91ca":33,"\u6982\u8ff0":[104,107,120,124],"\u6a21\u5757":48,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":32,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":66,"\u6a21\u578b\u914d\u7f6e":[96,105,115],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":105,"\u6ce8\u518coper":112,"\u6ce8\u610f\u4e8b\u9879":[112,123],"\u6d41\u7a0b\u4ecb\u7ecd":33,"\u6d4b\u8bd5":133,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":117,"\u6e05\u7406":123,"\u73af\u5883\u51c6\u5907":124,"\u751f\u6210\u5e8f\u5217":108,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":117,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":107,"\u751f\u6210sparse\u6587\u4ef6":48,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":48,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":109,"\u7684\u533a\u522b":96,"\u7684\u53c2\u6570":96,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":96,"\u76ee\u5f55\u7ed3\u6784":66,"\u76ee\u6807":48,"\u76f4\u63a5\u6784\u5efa":114,"\u76f8\u5173\u6982\u5ff5":107,"\u77e9\u9635":133,"\u793a\u4f8b1":105,"\u793a\u4f8b2":105,"\u793a\u4f8b3":105,"\u793a\u4f8b4":105,"\u793a\u4f8b\u7a0b\u5e8f":33,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":95,"\u7a00\u758f\u8bad\u7ec3":135,"\u7aef\u6570\u636e\u7c7b\u578b\u8bf4\u660e":122,"\u7b26\u53f7":65,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":108,"\u7c7b":[65,111,112],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":102,"\u7ec4\u7ec7\u5e8f\u5217\u4fe1\u606f":122,"\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":[122,123],"\u7ec6\u8282\u63cf\u8ff0":133,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":125,"\u7ed1\u5b9apython":112,"\u7f16\u5199\u9884\u6d4b\u4ee3\u7801":123,"\u7f16\u5199yaml\u6587\u4ef6":127,"\u7f16\u8bd1":[112,120],"\u7f16\u8bd1\u4f9d\u8d56":98,"\u7f16\u8bd1\u548c\u5b89\u88c5":[137,138,139],"\u7f16\u8bd1\u548c\u6267\u884c":112,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":92,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":92,"\u7f16\u8bd1\u65b9\u6cd5":98,"\u7f16\u8bd1\u6d41\u7a0b":100,"\u7f16\u8bd1\u9009\u9879":[66,98],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":98,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":98,"\u7f16\u8bd1paddlepaddl":137,"\u7f29\u5bb9":32,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":65,"\u80cc\u666f":65,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":133,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":99,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":48,"\u8bad\u7ec3":133,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":95,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":33,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":33,"\u8bad\u7ec3\u6a21\u578b":102,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":107,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":95,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":134,"\u8bcd\u6c47\u8868":105,"\u8be6\u7ec6\u6559\u7a0b":118,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":105,"\u8f6c\u6362\u5e93":33,"\u8f93\u5165":[107,122],"\u8f93\u5165\u4e0d\u7b49\u957f":105,"\u8f93\u5165\u793a\u4f8b":107,"\u8f93\u51fa":107,"\u8f93\u51fa\u6570\u636e":122,"\u8f93\u51fa\u6570\u636e\u7c7b\u578b":122,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":122,"\u8fd0\u884c\u5bb9\u5668":127,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":101,"\u8fd0\u884cdocker":92,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":65,"\u8fdb\u884c\u8bad\u7ec3":[33,127],"\u8fdb\u9636\u6307\u5357":115,"\u901a\u7528":133,"\u9047\u5230":92,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[137,138,139],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":108,"\u914d\u7f6e\u7f51\u7edc":102,"\u94a9\u5b50":110,"\u94fe\u63a5\u8bf4\u660e":120,"\u9519\u8bef\u600e\u4e48\u529e":96,"\u968f\u673a\u6570":133,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":93,"\u96c6\u7fa4\u8bad\u7ec3":135,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":93,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":109,"\u975e\u6cd5\u6307\u4ee4":92,"\u9884\u6d4b\u5e93":120,"abstract":[42,43,44,71,140],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":137,"api\u5bf9\u6bd4\u4ecb\u7ecd":105,"api\u5e93":137,"beam_search\u7684\u751f\u6210":105,"book\u4e2d\u6240\u6709\u7ae0\u8282":82,"book\u6559\u7a0b":99,"case":28,"class":[54,73,77],"cmake\u6e90\u7801\u7f16\u8bd1":92,"filemanager\u8bbe\u8ba1\u6587\u6863":48,"final":59,"float":95,"function":[30,53,54,77],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":135,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":118,"gpu\u955c\u50cf\u51fa\u73b0":92,"group\u6559\u7a0b":107,"import":92,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":138,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":128,"kubernetes\u5355\u673a\u8bad\u7ec3":127,"new":87,"org\u5de5\u5177":114,"paddle\u52a8\u6001\u5e93\u4e2d":65,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":65,"paddle\u7248\u672c\u53f7\u4e3a0":92,"paddlepaddle\u53d1\u884c\u89c4\u8303":82,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":82,"paddlepaddle\u662f\u5426\u652f\u6301\u7ef4\u6570\u53ef\u53d8\u7684\u6570\u636e\u8f93\u5165":96,"paddlepaddle\u73af\u5883\u4f9d\u8d56":101,"paddlepaddle\u7684softmax\u80fd\u5426\u6307\u5b9a\u8ba1\u7b97\u7684\u7ef4\u5ea6":96,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":98,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":139,"pod\u95f4\u901a\u4fe1":128,"python\u4e0ec":117,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":117,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":92,"return":[77,78],"rnn\u76f8\u5173\u6a21\u578b":106,"rnn\u914d\u7f6e":108,"switch":[63,87,88],"tensor\u4f7f\u7528\u6837\u4f8b":113,"tensor\u5230eigentensor\u7684\u8f6c\u6362":113,"tensor\u6a21\u5757":113,"while":18,AWS:126,Abs:1,DNS:126,EFS:126,For:30,KMS:126,The:[29,36,40,47,51,54,55,57,58,67,70,73,79,80,88],Use:[29,75],Using:[30,36],With:39,about:54,abs:18,absolut:69,access:126,account:126,accuraci:[14,18],action:[61,62],activ:[1,4,62],actor:41,adadelta:6,adagrad:[6,20],adam:[6,20],adamax:[6,20],add:[60,63,126],address:126,addto:4,advanc:87,aggreg:4,aggregatelevel:4,alalysi:34,algorithm:[27,31,42,68,76],all:[83,90],analog:40,analysi:[42,60],anneal:97,api:[0,42,61,62,66,70,72,77,81,85,121,123],append_regularization_op:23,appendix:140,arbitrari:51,architectur:[42,74],argument:[49,78],arrai:27,array_length:18,array_read:18,array_to_lod_tensor:18,array_writ:18,asset:126,assign:18,associ:[83,126],assumpt:140,async:133,attent:108,attribut:[2,60,81],auc:3,auto:27,averag:72,avg:7,aws:126,backgraound:27,background:[44,61,87,88,89,90,91],backward:[28,51,55,79],base:[39,69],basepool:7,basic:[60,87,140],batch:78,batch_norm:[4,18],batch_siz:78,beam:[69,86],beam_search:[4,18],beam_search_decod:18,becaus:97,benchmark:[61,62],benefit:[44,79],between:[26,41,77,79,85,87],bidirectional_gru:5,bidirectional_lstm:5,big:97,bilinear_interp:4,binari:29,bla:98,block:[29,52,54,55,75,77,79],block_expand:4,blockdesc:75,blockguard:18,blockguardserv:18,blockguardwithcomplet:18,bootstrap:140,bottleneck:116,brelu:[1,18],bring:140,bucket:126,build:[28,54,79],can:83,capi:66,capi_priv:66,cast:18,ceil:18,challeng:[28,44,76],chang:69,channel:41,check:[4,27],checker:27,checkpoint:[31,32,38],choic:59,choos:[30,126],chunk:3,chunk_ev:18,chunkevalu:14,cifar:10,classif:3,classification_error:3,classification_error_print:3,client:36,clip:[4,18,45],clip_by_norm:18,clone:110,close:27,cloudform:126,cluster:[37,126,140],cmake:[30,61,62],code:[39,52,77,116,119],column_sum:3,commit:110,compar:140,comparis:77,compat:51,compil:[29,50,52,75,79,119],complet:51,compos:78,comput:[29,55,63,79,81],con:140,concat:[4,18],concept:[77,79,126],concern:62,conclus:[38,56,140],concurr:[40,41],condit:54,conditionalblock:18,configur:[24,126],conll05:10,connect:4,constant:16,construct:55,content:[61,62,66,86,92,93,95,96,97,104,118,126],context_project:4,control:[60,79],control_flow:18,contruct:60,conv2d:18,conv2d_transpos:18,conv:4,conv_oper:4,conv_project:4,conv_shift:4,convert:38,convolut:86,core:[27,77,126],corner:28,cos_sim:[4,18],cost:4,cpu:43,creat:[28,41,78,79,83,126],create_arrai:18,create_global_var:18,create_paramet:18,create_tensor:18,creation:[35,72,81],creator:78,credenti:126,crf:4,crf_decod:[4,18],cross_channel_norm:4,cross_entropi:18,cross_entropy_cost:4,cross_entropy_with_selfnorm_cost:4,csp:41,ctc:[4,86],ctc_error:3,ctc_greedy_decod:18,cuda:[50,92,98],cuda_profil:22,cudnn:98,cudnnavg:7,cudnnmax:7,current:[50,80],custom:78,data:[4,8,9,18,31,42,78,89,126],data_feed:13,datafeed:[9,13],dataflow:60,dataprovid:133,dataset:[8,10,31,35],datatyp:[9,67],decayedadagrad:[6,20],decod:69,decor:78,deep:[29,51],deepspeech2:86,defin:126,definit:91,delet:126,demo:[54,126],dens:38,depend:[54,86],deploi:39,describ:[51,70],descript:[49,79],design:[26,27,29,31,35,36,37,38,40,41,42,43,44,46,47,50,51,53,54,55,58,61,62,63,64,67,68,69,70,71,73,75,77,78,79,80,83,84,86,87,88,90],destroi:[83,126],detail:[34,86],detect:3,detection_map:3,detection_output:4,develop:79,devic:[18,87],devicecontext:87,dictionari:78,differ:[79,87],directori:126,discrimin:54,discuss:[44,54],dispatch:[31,35],distribut:[26,31,34,39,42,44,126],dnn:62,doc:[26,29,31,35,36,37,38,40,41,42,43,44,47,50,51,53,55,58,61,62,63,64,67,71,73,75,77,78,79,80,84,86,87,88],docker:[39,109],doe:78,dot_prod:4,dot_product_attent:5,dotmul_oper:4,dotmul_project:4,down:126,download:126,driver:92,drop_out:96,dropout:[4,18],duplic:96,dure:[69,78],dylib:66,dynam:[31,90],dynamic_gru:18,dynamic_lstm:18,dynamic_lstmp:18,dynamicrnn:18,dynet:56,ec2:126,edit_dist:18,eigen:113,elast:126,elect:38,elementwise_add:18,elementwise_div:18,elementwise_max:18,elementwise_min:18,elementwise_mul:18,elementwise_pow:18,elementwise_sub:18,els:29,elu:18,embed:[4,18],engin:54,enough:27,entri:78,environ:39,eos:4,error:45,evalu:[3,14,46],event:[25,26,74],evolut:51,examin:116,exampl:[26,30,40,41,57,66],except:95,execut:[29,43,51,75,79],executor:[15,47],exp:[1,18],expand:[4,104],expandlevel:4,explain:27,extern:126,factorization_machin:4,faq:94,fault:31,file:[29,116,126],fill_const:18,fill_constant_batch_size_lik:18,find:126,first_seq:[4,104],float16:50,floor:18,flow:60,fluid:[12,40,41,51,52,63,71,119],fork:110,format:[29,31,64],forward:55,frame:29,framework:[27,113],from:[26,38,85],full_matrix_project:4,fulli:4,functor:87,futur:[51,86],gan:54,gate:108,gated_unit:4,gener:[52,54,69,116,140],get_inference_program:17,get_output:4,get_plac:18,give:78,global:[75,77],global_scop:15,glu:19,gpu:133,grad_op:28,gradient:[27,28,36,62,80],gradient_print:3,graident:27,graph:[55,56,60,79,81],group:[4,126],gru:[5,133],gru_group:5,gru_step:4,gru_unit:[5,18],grumemori:4,handler:[26,65],happen:38,hard_shrink:18,hard_sigmoid:18,hardwar:50,helper:77,hierarchi:29,high:[70,72,81,85],how:[27,34,72,78,79,87],hsigmoid:4,huber_classification_cost:4,huber_regression_cost:4,iam:126,ident:1,identifi:116,identity_project:4,ifels:[18,57],ifelseop:29,illeg:92,im2sequ:18,imag:[4,5,11,39],imdb:10,img_cmrnorm:4,img_conv:4,img_conv_bn_pool:5,img_conv_group:5,img_pool:4,imikolov:10,implement:[27,28,30,34,43,45,46,50,64,68,71,72,77,78,79,80,81],increment:18,infer:[25,95],infershap:[75,84],infervartyp:58,ingredi:26,ingress:48,initi:[16,36,54,126],insid:83,inspect:126,instal:[126,140],instanc:126,instead:78,instruct:92,insuffici:92,integr:[87,126],intel:[61,62],interact:85,interfac:[8,9,11,27,31,36,37,47,70,78,83],intermedi:79,interpol:4,introduc:[69,90],introduct:[74,81],isn:78,issu:[50,110],job:[31,39,126,127],kei:[61,67,126],kernel:[63,67,79],kmax_sequence_scor:4,kube:126,kubectl:126,kubernet:[39,126,127],l1decai:23,l2_distanc:4,l2_normal:18,l2decai:23,lambda_cost:4,languag:[29,52],larg:34,last_seq:[4,104],layer:[4,18,26,53,61,62,77,96],layout:67,leaky_relu:18,learn:[29,51,97],less_than:18,leval:85,level:[70,72,81,85],libpaddle_capi_shar:66,libpaddle_capi_whol:66,librari:[36,50,67,79,87],limit:42,linear:1,linear_chain_crf:18,linear_comb:4,list:[32,78],listenandserv:18,live:60,load:41,load_inference_model:17,load_param:17,load_persist:17,load_var:17,local:[42,83,126],lod:69,lod_rank_t:18,lod_tensor_to_arrai:18,lodtensor:[68,69,90],lodtensordesc:91,log:[1,18],logic:35,logsigmoid:18,look:116,low:[72,81,85],lstm:[5,133],lstm_step:4,lstm_unit:18,lstmemori:4,lstmemory_group:5,lstmemory_unit:5,machin:69,macro:79,main:54,make:60,manag:30,map:[78,79],master:[31,35,39,40],math:[4,87],mathemat:27,matmul:18,matrix:62,max:7,max_sequence_len:18,maxframe_print:3,maxid:4,maxid_print:3,maxout:4,mean:18,member:54,memori:[4,60,68,87,96,105,107],merge_lod_tensor:18,messag:[85,97],method:69,might:54,migrat:79,mileston:79,mini:78,minibatch:[9,41],mix:4,mkl:[61,62],mkldnn:63,mkldnn_helper:63,mkldnndevicecontext:63,mnist:10,model:[24,26,34,36,38,41,51,54,64,69,108],modul:[79,87,92],momentum:[6,20],more:54,motiv:[28,41,47,64,71,76],movielen:10,mul:18,multi:[43,52],multi_binary_label_cross_entropy_cost:4,multibox_loss:4,multipl:78,multiplex:[4,18],mxnet:56,name:[83,92,96,126],nativ:52,nccl:71,nce:[4,18],necess:77,necessari:79,need:78,nest:68,net:19,network:[5,79,108],neural:108,nlp:[5,133],norm:[4,81],normal:16,note:27,numer:27,numpi:27,nvprof:118,nvvp:118,object:31,offset:69,ones:18,onli:[78,83],op_mak:79,oper:[53,57,60,63,67,72,75,77,79,80,84,90],opinfomap:79,opkernel:[79,87],opproto:85,ops:[18,81],optim:[6,20,31,36,55,60,70,77],option:49,opwithkernel:79,order:49,org:114,origin:79,orthogon:83,other:62,out_prod:4,output:126,overview:[38,45,47,61,62,79,83,86,119],pack:[61,69],packag:30,pad:4,paddl:[34,71,78,83,92,96,113],paddlejob:39,paddlepaddl:[26,29,41,51,52,61,62,72,75,81,82,86,92,114,119,120,121,126,136],pair:126,paradigm:51,parallel_nn:135,paralleldo:18,param_attr:21,paramattr:21,paramet:[2,25,26,31,36,37,39,41,44,62,72,73,77,81,126],parameteraverageoptim:72,parent:83,part:55,partit:36,path:[38,49],penalti:81,perform:[72,116,133],persist:35,pfsclient:[48,49],pfsserver:48,place:[60,67,87],placement:42,platform:92,pnpair:3,point:[61,95,126],polici:60,pool2d:18,pool:[4,7,104],pose:[58,80],potenti:59,pow:18,power:4,pre:110,precision_recal:3,prefetch:78,prelu:4,prepar:126,principl:63,print:[3,18],privat:126,pro:140,problem:[46,58,59,60,67,70,80,89],procedur:140,process:[31,36,39,70,79],profil:[22,116],program:[29,40,41,43,51,52,75,77],programdesc:[52,75],project:30,propos:[58,80,81],protobuf:84,protocol:97,provid:78,prune:76,pserver:38,pull:110,push:110,python:[27,39,42,61,62,68,70,72,77,78,81,85,91,116,122],qualiti:79,queue:[31,35],rank:3,rank_cost:4,raspberri:139,rate:97,reader:[8,9,26,78],realiz:79,reciproc:18,recoveri:31,recurr:[4,5,96,107,108],recurrent_group:4,recv:41,reduce_max:18,reduce_mean:18,reduce_min:18,reduce_sum:18,ref:27,refactor:79,refer:[42,44,60,61,62,86],region:126,regist:[58,79,85],registr:[79,80],registri:79,regular:[23,36,81],reject:97,rel:69,relat:[79,90],relu6:18,relu:[1,18],remot:37,remoteexecutor:42,render:126,reorder_lod_tensor_by_rank:18,repeat:4,represent:[29,79],request:110,requir:[30,54],reset_profil:22,reshap:[4,18],resiz:4,retri:35,reus:77,rmsprop:6,rnn:[68,90,105,133],rnnop:[29,68,79],roi_pool:4,rotat:4,round:18,route53:126,row:[84,86],row_conv:[4,18],row_l2_norm:4,rpc:41,run:[47,119],runtim:39,sampl:4,sampling_id:4,save:38,save_inference_model:17,save_param:17,save_persist:17,save_var:17,scale:[4,18,31],scale_shift:4,scaled_dot_product_attent:19,scaling_project:4,scope:[29,68,79,83],scope_guard:15,search:[69,86],secur:126,select:[36,41,84],selectedrow:84,selective_fc:4,semant:88,send:[18,41],sentiment:10,separ:79,seq_concat:4,seq_reshap:4,seq_slic:4,seqtext_print:3,sequenc:[69,108],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:[31,35,36,39,41,44,126],servic:126,setup:126,sextant:140,sgd:[20,133],shape:69,share:[26,28,60,83],should:83,shrink_memori:18,shuffl:78,sigmoid:[1,18],sigmoid_cross_entropy_with_logit:18,simpl:69,simple_attent:5,simple_gru2:5,simple_gru:5,simple_img_conv_pool:[5,19],simple_lstm:5,singl:78,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:[58,59,60,61,67,76,80,89],sourc:119,spars:[36,37,38,84],split:18,split_lod_tensor:18,spp:4,sqrt:18,squar:[1,18],square_error_cost:[4,18],squarerootn:7,stack:29,stanh:[1,18],start:[26,126],statement:46,staticrnn:18,staticrnnmemorylink:18,step2:123,step:[68,123],storag:81,store:31,strategi:60,sub_nested_seq:4,sub_seq:4,subcommond:49,submit:39,suffici:78,suitabl:30,sulut:63,sum:[3,7,18],sum_cost:4,sum_to_one_norm:4,summar:[26,40],summari:64,support:[50,71,87,90,92],survei:[50,56,81,140],swish:18,switch_scop:15,synopsi:49,syntax:41,system:[51,126],tabl:[66,86],table_project:4,tanh:[1,18],tanh_shrink:18,task:[31,35,86],tear:126,tecton:140,templat:126,tensor:[4,18,79,87,113],tensorarrai:[69,90],tensordesc:91,tensorflow:56,test:[61,62,63],text_conv_pool:5,theori:27,thi:[83,92],think:54,three:90,thresholded_relu:18,time:119,timelin:38,todo:[32,33,43],togeth:83,toler:31,too:97,tool:[30,140],topic:87,topk:18,toward:52,train:[25,26,31,34,37,39,42,70,78,126],trainer:[25,31,36,38,39,41,126],tran:4,trans_full_matrix_project:4,transform:89,translat:69,transpil:[42,43,44,52,60,71],transpos:18,tune:133,ture:51,two:27,type:[41,67],uci_h:10,uniform:[16,90],unit:[61,62,63],unpack:69,updat:[26,37,38,126],usag:[28,45,68,69,78],use:[34,78],user:31,util:3,valu:77,value_print:3,vardesc:91,variabl:[28,60,77,79,83,91],verifi:126,version:[40,50,92],vgg_16_network:5,volum:126,vpc:126,warp_ctc:4,warpctc:18,weightnormparamattr:21,what:[34,38],wheel:92,when:[38,83],whileguard:18,whl:92,why:[50,51,72,78,79,90],wmt14:10,wmt16:10,work:86,worker:40,xavier:16,zero:18}})