searchindex.js 184.8 KB
Newer Older
1
Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/mkl/mkl_packed","design/mkl/mkldnn","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/tensor_array","design/var_desc","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/dev/write_docs_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/read_source","howto/usage/cluster/cluster_train_en","howto/usage/cluster/fabric_en","howto/usage/cluster/k8s_aws_en","howto/usage/cluster/k8s_en","howto/usage/cluster/openmpi_en","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_ios_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_en","v1_api_tutorials/gan/index_en","v1_api_tutorials/imagenet_model/resnet_model_en","v1_api_tutorials/quick_start/index_en"],envversion:50,filenames:["api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/dev/write_docs_en.rst","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","howto/usage/cluster/cluster_train_en.md","howto/usage/cluster/fabric_en.md","howto/usage/cluster/k8s_aws_en.md","howto/usage/cluster/k8s_en.md","howto/usage/cluster/openmpi_en.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_ios_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_en.md","v1_api_tutorials/gan/index_en.md","v1_api_tutorials/imagenet_model/resnet_model_en.md","v1_api_tutorials/quick_start/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]},"paddle.v2":{image:[15,2,0,"-"]},"paddle.v2.fluid":{regularizer:[26,2,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,1,1,""],states:[18,1,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,3,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,0,1,""],center_crop:[15,0,1,""],left_right_flip:[15,0,1,""],load_and_transform:[15,0,1,""],load_image:[15,0,1,""],load_image_bytes:[15,0,1,""],random_crop:[15,0,1,""],resize_short:[15,0,1,""],simple_transform:[15,0,1,""],to_chw:[15,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","attribute","Python attribute"],"2":["py","module","Python module"],"3":["py","class","Python class"]},objtypes:{"0":"py:function","1":"py:attribute","2":"py:module","3":"py:class"},terms:{"0000x":120,"00186201e":4,"00m":97,"03m":97,"0424m":97,"0473v3":9,"055ee37d":101,"0630u":97,"06u":97,"0810u":97,"08823112e":4,"0957m":97,"0_cudnn5":82,"0_cudnn5_avx_mkl":85,"0_cudnn7_avx_mkl":85,"0ab":8,"0rc":99,"0rc1":75,"0rc2":75,"0x10f256d50":51,"0x7ffe4de00110":51,"100gb":97,"100gi":101,"10g":41,"10m":97,"1150u":97,"11\u5b9e\u73b0\u4e86c":58,"11e6":102,"12194102e":4,"124n":97,"13m":102,"1490u":97,"15501715e":4,"1550u":97,"15mb":120,"16mb":120,"16u":97,"173m":119,"173n":97,"1770u":97,"18ad":101,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":102,"197u":97,"1gb":97,"1st":[117,119],"210u":97,"211839e770f7b538e2d8":9,"215n":97,"228u":97,"234m":119,"2520u":97,"252kb":120,"25639710e":4,"25k":120,"2680u":97,"27787406e":4,"279n":97,"27m":97,"285m":97,"2863m":97,"28m":97,"28x28":2,"2977m":97,"2cbf7385":101,"302n":97,"30u":97,"32777140e":4,"328n":97,"32u":97,"32x32":14,"331n":97,"3320u":97,"36540484e":4,"365e":101,"36u":97,"3710m":97,"3768m":97,"387u":97,"38u":97,"3920u":97,"39u":97,"3rd":112,"4035m":97,"4090u":97,"4096mb":107,"4279m":97,"43630644e":4,"43u":97,"448a5b355b84":102,"4560u":97,"4563m":97,"45u":97,"4650u":97,"4726m":97,"473m":102,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":107,"50bd":101,"50gi":101,"51111044e":4,"514u":97,"525n":97,"526u":97,"53018653e":4,"536u":97,"5460u":97,"5470u":97,"54u":97,"5690m":97,"573u":97,"578n":97,"5798m":97,"586u":97,"58s":102,"5969m":97,"5_cudnn5_avx_mkl":85,"6080u":97,"6140u":97,"6305m":97,"639u":97,"64m":56,"655u":97,"6780u":97,"6810u":97,"682u":97,"6970u":97,"6ce9":101,"704u":97,"70634608e":4,"7090u":97,"72296313e":4,"72u":97,"73u":97,"75u":97,"760u":97,"767u":97,"783n":97,"784u":97,"78m":97,"7eamaa":14,"7kb":102,"8250u":97,"8300u":97,"830n":97,"849m":97,"85625684e":4,"861u":97,"8661m":97,"892m":97,"901n":97,"90u":97,"918u":97,"9247m":97,"924n":97,"9261m":97,"93137714e":4,"9330m":97,"94u":97,"9530m":97,"96644767e":4,"983m":97,"988u":97,"997u":97,"99982715e":4,"99m":119,"99u":97,"9a235":112,"9f18":102,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":75,"\u4e00\u822c\u7531mkl":55,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":75,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":58,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":57,"\u4e0d\u4f7f\u7528c":57,"\u4e0d\u4f7f\u7528swig":57,"\u4e0d\u540c":55,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":57,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":57,"\u4e0d\u5728":58,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":57,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":57,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":57,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0e":55,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":55,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":75,"\u4e0e\u53ef\u80fd\u6709\u7684":75,"\u4e0ebatch":54,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":57,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":58,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":57,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":57,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":75,"\u4e2a\u6027\u5316\u63a8\u8350":75,"\u4e2d":[54,55,57,58],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":55,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5b8c\u5168\u4e00\u81f4":57,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":55,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":58,"\u4e2d\u5f15\u5165\u7684":54,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":55,"\u4e2d\u6839\u636e":54,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":55,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":75,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e3a":[54,55],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":55,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":58,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":55,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":54,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":55,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":55,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":55,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":55,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":58,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":57,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":58,"\u4e5f\u4e0d\u751f\u6210":58,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":55,"\u4e66\u5199":57,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec5\u4ec5\u4f7f\u7528":57,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":55,"\u4ece":75,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":54,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":58,"\u4ed6\u662f\u5c06":58,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":57,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":57,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":55,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4e0b\u7b80\u79f0rnn":54,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u53ca":54,"\u4ee5\u53canumpi":35,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":55,"\u4ee5\u793a\u533a\u5206":55,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":54,"\u4f18\u5316\u540e":54,"\u4f1a\u4ee5":55,"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":54,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":55,"\u4f1a\u5728":55,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":55,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":57,"\u4f1a\u5f15\u5165":55,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":55,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":55,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":54,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":57,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":55,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":55,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f20\u5165":35,"\u4f46":58,"\u4f46\u4e0d\u66b4\u9732":58,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":75,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":75,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":58,"\u4f46\u662f\u5728mkl":55,"\u4f46\u662f\u5728paddlepaddle\u4e2d":55,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":55,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":55,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":57,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":55,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":57,"\u4f7f\u7528":[55,58,75],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u52a8\u6001\u5e93":57,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":58,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":55,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":58,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":57,"\u4f7f\u7528c":58,"\u4f7f\u7528c99\u505a\u63a5\u53e3":57,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":57,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":57,"\u4f7f\u7528regress":75,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":57,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":57,"\u4f7f\u7528void":57,"\u4f8b\u5982":[35,57,58,75],"\u4f8b\u5982\u5728deepspeech2":54,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":57,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":57,"\u4f8b\u5982\u5bf9\u4e8epython":57,"\u4f8b\u5982c":57,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":57,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":57,"\u4f8b\u5982python\u7684":57,"\u4f8b\u5982rnn":54,"\u4f9d\u6b21\u7c7b\u63a8":75,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":57,"\u4fee\u590d\u6240\u6709bug\u540e":75,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":75,"\u4fee\u590dubuntu":75,"\u4fee\u6539":[55,75],"\u4fee\u6539\u6210":75,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":75,"\u505a\u63a5\u53e3":57,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":54,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":54,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":58,"\u5171\u4eab\u5185\u5b58":55,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":54,"\u5176\u4e2d":[57,75],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":58,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":75,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":54,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":58,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":58,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":55,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":55,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":55,"\u5177\u4f53\u8bf7\u53c2\u8003":58,"\u5185\u90e8\u5b58\u50a8":55,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":57,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":57,"\u518d\u57fa\u4e8e":75,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":54,"\u5199\u4ee3\u7801":57,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u51fd\u6570":[54,55],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u540d\u4e3a":58,"\u51fd\u6570\u547d\u540d":57,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":55,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u652f":75,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":75,"\u5206\u652f\u4e2d":75,"\u5206\u652f\u4e3a\u5f00\u53d1":75,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":75,"\u5206\u652f\u4e3a\u7a33\u5b9a":75,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":75,"\u5206\u652f\u5408\u5165":75,"\u5206\u652f\u5408\u5165master\u5206\u652f":75,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":75,"\u5206\u652f\u540d\u4e3a":75,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":75,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":75,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":75,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":75,"\u5206\u7247":34,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u5ffd\u7565":34,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u521b\u5efa":55,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5230":34,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":54,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":75,"\u52a8\u6001\u5e93":57,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":58,"\u5305\u62ec":[35,54,55],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ecmkl":55,"\u534f\u540c\u5b8c\u6210releas":75,"\u5355\u4e2a\u503c":35,"\u5355\u70b9\u6545\u969c":34,"\u5373":58,"\u5373\u4f7f\u7528":58,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5373\u4f7fc":58,"\u5373\u4f8b\u5982":58,"\u5373\u4fbfpaddl":58,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":58,"\u5373\u66b4\u9732":58,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":55,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":57,"\u539f\u6765\u7684\u65b9\u6848":55,"\u53c2\u6570":57,"\u53c2\u8003":[44,57],"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":55,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53d1\u5e03\u5230dockerhub":75,"\u53d1\u5e03\u5230github":75,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":55,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":58,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":57,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":57,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u7528":44,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":75,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":54,"\u540c\u4e00\u6b21\u524d\u5411":54,"\u540c\u65f6":55,"\u540c\u65f6\u4f1a\u5f00\u542fintel":55,"\u540c\u65f6\u518d\u5c06":75,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":55,"\u540c\u65f6\u63d0\u8d77":75,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":55,"\u540d\u5b57\u4fee\u9970":57,"\u540e\u5411":54,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":54,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":75,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":57,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u548c":[35,54,55,57,58,75],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":55,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":57,"\u56e0\u6b64":54,"\u56fe\u50cf\u5206\u7c7b":75,"\u5728":[55,58,75],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":75,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":55,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":58,"\u5728\u5bf9\u5e94\u7684":54,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":54,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":58,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6709\u666e\u901a\u7684cpu":55,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6837\u4f8b\u4e2d":58,"\u5728\u7528\u6237\u4f7f\u7528c":58,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":55,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":75,"\u5728\u8fd9\u4e2a":75,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":57,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":75,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":58,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":58,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":55,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":54,"\u5728batch":54,"\u5728c":57,"\u5728c\u7684\u5934\u6587\u4ef6":57,"\u5728packing\u4e0a\u7684\u8017\u65f6":54,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":35,"\u5728paramet":34,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":54,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":58,"\u5747\u662f\u5728":58,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u5916\u90e8\u5b58\u50a8":55,"\u591a\u4e2a\u503c":35,"\u591a\u4e2aparamet":34,"\u591a\u6b21\u8c03\u7528":54,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":57,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":55,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":57,"\u5982\u679c\u5728\u4f7f\u7528mkl":55,"\u5982\u679c\u5931\u8d25":75,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":55,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":75,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":58,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":58,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":58,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":57,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":75,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":57,"\u5982\u679cmkl":55,"\u5982\u679cparamet":34,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":55,"\u5b57\u6bb5\u8bbe\u4e3a":75,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b66\u4e60\u6210\u672c\u9ad8":57,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":55,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":55,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":55,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":58,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":55,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":55,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b9a\u4e49":55,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":55,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":55,"\u5b9e\u73b0\u7b80\u5355":57,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":57,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":57,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":54,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":57,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":57,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":54,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":55,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":54,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":58,"\u5bf9\u4e8e\u6bcf\u79cdc":58,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":54,"\u5bf9\u6bd4":57,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":54,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":54,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":58,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":75,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":55,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":58,"\u5c06":75,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u5927\u91cf\u7684":57,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":75,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":75,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":55,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":57,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e14\u4f1a\u5199\u597d":55,"\u5e76\u4e14\u4f7f\u7528":58,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":55,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":57,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":57,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":55,"\u5e76\u5220\u9664":75,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":75,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":54,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5c06":75,"\u5e76\u5c06c":58,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":55,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":57,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":54,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":75,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":75,"\u5efa\u8bae":75,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":58,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":75,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":75,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":75,"\u5f00\u5934":55,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":54,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":75,"\u5f53\u53ea\u505a\u63a8\u65ad":54,"\u5f53\u5f00\u542f":55,"\u5f53\u6253\u5f00":55,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":55,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":55,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":58,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":55,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":57,"\u5f97\u4f7f\u7528":57,"\u5fc5\u8981":58,"\u5fc5\u987b\u5206\u522b\u4e0e":55,"\u60c5\u611f\u5206\u6790":75,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":58,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":55,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":55,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":55,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":54,"\u6211\u4eec\u4f1a\u628amkl":55,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[54,55],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":57,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":55,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":54,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":55,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":57,"\u6211\u4eec\u8ba1\u5212\u5c06":54,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":55,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":54,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6216\u8005":[55,57,58],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":34,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216activ":55,"\u6240\u4ee5":55,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":55,"\u6240\u4ee5\u5728":55,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":55,"\u6240\u4ee5\u6574\u4f53\u4e0a":55,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":55,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":55,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":58,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":55,"\u6240\u6709\u7684":54,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":58,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":58,"\u6240\u6709mkl":55,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":57,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":55,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":58,"\u628a":35,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u63a5\u53e3":[57,58],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":58,"\u63a5\u53e3\u662f":35,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":55,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":55,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u6570\u636e":44,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":57,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6587\u4ef6":57,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":57,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":75,"\u65b0\u7248\u672c":55,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":75,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":55,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":55,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":57,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":55,"\u65f6":[34,54,55],"\u65f6\u4e00\u8d77\u66f4\u65b0":55,"\u662f":[44,55],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":57,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":58,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":57,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":58,"\u662f\u5426\u6253\u5f00":54,"\u662f\u56e0\u4e3ac99\u652f\u6301":57,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u6307":58,"\u662f\u7528\u6237\u4f7f\u7528c":58,"\u662fc":58,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":54,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":58,"\u6700\u540e\u5220\u9664":75,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":57,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[54,55],"\u6709\u6807\u51c6\u7684":57,"\u6709\u7684\u65f6\u5019":57,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":75,"\u672c\u6587\u6863\u63cf\u8ff0paddl":58,"\u673a\u5668\u7ffb\u8bd1":75,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":54,"\u6765\u5b9e\u73b0":55,"\u6765\u786e\u4fdd\u628a":57,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":57,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8fdb\u884c\u8ba8\u8bba":58,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":75,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":55,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":57,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":54,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":55,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6bcf\u4e00\u4e2a":75,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e2a":55,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":55,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":55,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":54,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u969410\u5206\u949f":34,"\u6bd4\u5982":[35,55],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":55,"\u6bd4\u5982\u5c06":75,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":54,"\u6ce8":34,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":55,"\u6ce8\u610f":55,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":55,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":55,"\u6d4b\u8bd5docker\u955c\u50cf":75,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6df1\u5165paddlepaddl":55,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[54,55],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":55,"\u7136\u540e\u5728\u524d\u5411":54,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7248\u672c\u5206\u652f":75,"\u7248\u672c\u53f7":75,"\u7248\u672c\u53f7rc":75,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":75,"\u7279\u6709\u7684\u8bbe\u5907id":55,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":54,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":57,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":57,"\u751f\u6210\u6587\u6863":57,"\u751f\u6210\u7684":35,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210api\u6587\u6863":57,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u7528":44,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u7528\u4e8e\u7ba1\u7406mkl":55,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":55,"\u7528\u4e8emkl":[54,55],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":58,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":58,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u901a\u8fc7c":58,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":54,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8ec":57,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8emkl":55,"\u7531\u4e8epypi":75,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":55,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7684\u4e00\u4e2a\u5b50\u96c6":55,"\u7684\u4fe1\u606f":55,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":55,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":57,"\u7684\u57fa\u672c\u903b\u8f91":55,"\u7684\u5934\u6587\u4ef6":57,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":55,"\u7684\u63a5\u53e3\u6837\u5f0f":57,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u65f6\u5019":55,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":55,"\u7684\u683c\u5f0f\u5b58\u50a8":55,"\u7684\u6982\u5ff5":55,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":57,"\u7684\u7ed3\u679c":54,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":54,"\u7684\u89c4\u8303":57,"\u7684\u89d2\u5ea6":35,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684flag":55,"\u7684vanilla":54,"\u76ee\u524d\u53ea\u8003\u8651":55,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":55,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":55,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":57,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u7684\u4f18\u5316":55,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":57,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":54,"\u76ee\u5f55\u4e0b":58,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":55,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":57,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":58,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":57,"\u76f8\u5173\u5c42":54,"\u77e9\u9635\u5927\u5c0f\u662f":54,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":57,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":57,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u7b2c\u4e00\u4e2atag\u4e3a":75,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":75,"\u7b2c\u4e8c\u4e2a\u4e3a":75,"\u7b49":[55,58],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":58,"\u7b49\u6587\u4ef6":58,"\u7c7b\u4f3c":58,"\u7c7b\u540d\u548cc":57,"\u7c7b\u578b":57,"\u7ea2\u697c\u68a6":117,"\u7ed3\u8bba":57,"\u7edf\u4e00\u7528":35,"\u7f16\u8bd1\u5668\u6ca1\u6709":57,"\u7f16\u8bd1\u578b\u8bed\u8a00":57,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":55,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":75,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":75,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":75,"\u7f16\u8bd1c":58,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":75,"\u7f16\u8bd1ubuntu\u7684deb\u5305":75,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":58,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":57,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":58,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":57,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":57,"\u800c\u5bf9\u4e8egolang":57,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":57,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":58,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":57,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":58,"\u826f\u597d\u7684\u6587\u6863":57,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":55,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":58,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":55,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":57,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":57,"\u8ba1\u5212\u5728":55,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba9paddle\u6838\u5fc3\u4e2d":58,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":75,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":75,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":75,"\u8bbe\u7f6e":58,"\u8bc6\u522b\u6570\u5b57":75,"\u8bcd\u5411\u91cf":75,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":54,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":75,"\u8bf4\u660e":34,"\u8bf7\u53c2\u8003":58,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":55,"\u8f6c\u6362\u5197\u4f59":54,"\u8f6c\u6362\u51fd\u6570":55,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":54,"\u8f93\u5165\u68af\u5ea6":55,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":55,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":55,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":54,"\u8fd1\u671f\u76ee\u6807":55,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":75,"\u8fd8\u662f\u4ece":35,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":58,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":54,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":58,"\u8fd9\u4e09\u4e2a\u5206\u652f":75,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":54,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":58,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":58,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":58,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":57,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":57,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":58,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":58,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":58,"\u8fd9\u4e2a\u9009\u62e9":55,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":58,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e9b\u4f1a\u5728":55,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":55,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":57,"\u8fd9\u662f\u56e0\u4e3a":57,"\u8fd9\u6837":58,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":55,"\u8fd9\u6837\u4fdd\u8bc1":75,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":55,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":55,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":57,"\u8fd9\u91cc":55,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fdb\u4e00\u6b65\u4f18\u5316":55,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":75,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":55,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u901a\u5e38":58,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":54,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":58,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":75,"\u90a3\u4e48":58,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":55,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":55,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":55,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":55,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":57,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":54,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":57,"\u91cc\u9762\u6dfb\u52a0":55,"\u91cd\u5199\u7236\u7c7blayer\u7684":55,"\u91cd\u547d\u540d\u6210":57,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":57,"\u9519\u8bef\u5904\u7406":57,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":57,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":57,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":58,"\u96c6\u6210\u5230":54,"\u96c6\u6210\u5230paddlepaddl":55,"\u9700\u8981":35,"\u9700\u8981\u4fee\u6539build":75,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":58,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":75,"\u9700\u8981\u5f15\u7528":58,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":57,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[55,75],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":55,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":58,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":75,"\u9ed8\u8ba4256k":44,"abstract":[43,47,63,74,76,91,107],"api\u4e2d\u4f7f\u7528":57,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":58,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":58,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":58,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":58,"api\u65f6":58,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":58,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":58,"api\u66b4\u9732\u7684\u7c7b\u578b":58,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":58,"api\u7684\u5b9e\u4f8b":58,"api\u7684\u5b9e\u73b0\u7ec6\u8282":58,"api\u7684\u63a5\u53e3":58,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":58,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":58,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":58,"apis\u505a\u4e86\u5c01\u88c5":54,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":75,"boolean":[21,45,52,57],"break":[13,32,80,120],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":75,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":75,"byte":[15,44,56],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":57,"c\u6709\u6807\u51c6\u7684abi":57,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":57,"case":[8,20,21,36,47,58,63,66,68,69,72,88,91,92,97,101,108,115,118,120],"char":38,"class":[4,5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,57,60,61,65,69,72,73,74,76,77,78,79,80,92,93,98,106],"compute\u51fd\u6570":54,"const":[31,36,38,46,53,64,66,73,76,78,79,80,91,92,93],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":58,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":58,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":58,"core\u6982\u5ff5":58,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"deb\u5305":75,"deb\u5305\u7f16\u8bd1\u95ee\u9898":75,"default":[2,6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,56,59,66,67,76,77,78,81,82,83,85,89,90,92,96,99,100,101,102,107,109,111,112,113,115,120],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":55,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":55,"dnn\u4e2d\u7684":55,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":55,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":55,"dnn\u4f1a\u7528\u5230":55,"dnn\u5171\u540c\u4f7f\u7528":55,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":55,"dnn\u5728\u53d1\u5e03":55,"dnn\u5b9e\u73b0":55,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":55,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":55,"dnn\u7684":55,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":55,"dnn\u7684\u6027\u80fd":55,"dnn\u7684\u60c5\u51b5\u4e0b":55,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":55,"dnn\u7684\u6d4b\u8bd5":55,"dnn\u7684\u73af\u5883\u4e0b":55,"dnn\u7684\u76f8\u5173\u529f\u80fd":55,"dnn\u7684\u7ed3\u679c":55,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":55,"dnn\u7684layer":55,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":55,"enum":[36,38,65,77,78,81],"export":[47,51,83,94,99],"final":[8,9,30,51,59,60,80,91,92],"float":[2,6,7,8,10,13,21,46,53,78,79,91,92,93,97,109,117,119],"function":[2,4,8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,59,60,63,64,65,66,68,69,70,72,73,74,76,78,80,88,91,92,93,96,97,99,107,115,118,120],"golang\u53ef\u4ee5\u4f7f\u7528":57,"golang\u7684":57,"h\u5e76\u4e0d\u56f0\u96be":57,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"import":[2,4,7,8,29,31,32,49,51,52,59,60,65,70,76,85,86,88,92,97,99,101,113,117,118,119,120],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,57,58,65,67,68,77,78,79,80,81,91,93,99,109,120],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":57,"layer\u65f6":55,"layer\u7684\u540e\u9762\u63a5\u6709cpu":55,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":75,"long":[1,8,9,13,47,97],"mkl\u5e93\u7684":54,"mklml\u4ee5\u53camkl":55,"mklml\u53ef\u4ee5\u4e0emkl":55,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":55,"mode\u4e0b\u7684\u7ed3\u679c":54,"model\u505a\u5206\u652f\u7ba1\u7406":75,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"new":[2,8,13,30,31,32,33,36,37,38,39,40,46,47,54,60,63,67,68,69,71,72,74,78,80,86,89,90,95,101,102,115,118,120],"note\u7684\u4e66\u5199":75,"null":[51,91,107],"op\u7684\u4fe1\u606f":55,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":55,"org\u76ee\u524d\u9075\u5faa":75,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":54,"packed\u76f8\u5173\u529f\u80fd":54,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":57,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":57,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":57,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":57,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":58,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":57,"paddle\u7684c":58,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":58,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":57,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":58,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":57,"paddle_\u7c7b\u578b\u540d":58,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":58,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":55,"paddlepaddle\u4f7f\u7528git":75,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":75,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":75,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":75,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":75,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":55,"patch\u53f7":75,"patch\u53f7\u52a0\u4e00":75,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":44,"pfsserver\u63d0\u4f9brest":44,"public":[14,18,31,46,48,53,73,76,78,79,80,91,92,93,99,101,102],"py\u4e2d":75,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":75,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"release\u9875\u9762":75,"resnet\u7684mkl":55,"return":[2,6,7,8,9,11,13,14,15,18,21,23,28,29,30,31,35,36,38,41,42,46,48,49,51,53,59,60,61,65,66,67,69,71,73,76,78,79,80,88,91,92,93,101,118,119,120],"rnn\u90e8\u5206\u4e2d":54,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"short":[8,9,46,49,67,76,80,92],"static":[28,38,58,76,78,101,112,115],"super":[67,91],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":57,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":57,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":57,"swig\u76f4\u63a5\u8bfb\u53d6c":57,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":57,"switch":[31,58,71,101],"tag\u4e3a":75,"throw":101,"true":[2,6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,54,61,65,66,68,75,78,80,88,91,99,101,107,109,119],"try":[32,33,36,37,38,47,51,68,76,83,85,89,97,112,118],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":58,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":75,"var":[31,48,50,52,61,65,66,67,72,76,80,94],"void":[31,36,38,43,46,48,53,56,57,58,65,66,77,78,79,91,92,93],"wheel\u5305":75,"while":[1,2,6,13,21,31,40,47,51,60,63,64,68,74,76,79,88,92,93,107,118,120],AGE:[101,102],AWS:[13,35,99,104,105],And:[2,7,8,10,13,14,15,28,30,36,40,41,43,49,51,62,68,76,79,88,101,102,109,117,119],But:[2,8,9,13,21,30,48,76,85,90,99,115],EOS:8,For:[1,2,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,56,59,60,63,64,65,66,67,68,69,71,72,73,74,77,78,79,81,82,83,86,88,90,91,92,93,96,97,106,107,109,111,113,115,117,119,120],Has:2,IDE:[89,112],IDs:[14,21,40,60,120],IPs:99,IRs:69,Ids:120,Into:101,Its:[2,7,77,88,92,101],K8s:115,NMS:8,NOT:[67,92],Not:[29,33,85,115],ONE:2,OPs:[69,70],One:[7,9,21,28,30,40,56,71,76,88,91,107,118,120],Ops:[72,74,78,92],PFS:44,PRs:94,QoS:102,Such:[53,67,80],THE:2,TLS:[29,44,101],That:[8,13,62,83,107,109],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,43,45,46,51,56,58,59,60,62,63,65,66,67,68,69,70,71,74,76,77,78,79,80,81,83,85,88,89,90,91,92,93,94,96,97,98,99,100,101,102,107,109,111,116,117,118,119,120],Their:[2,8,33],Then:[4,8,9,48,53,62,66,82,83,85,88,91,96,97,99,101,102,103,117],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,59,60,63,64,67,69,74,76,77,79,92,97,101,111,112,118,119,120],These:[7,15,31,46,50,61,74,77,78,82,99,109],Use:[2,7,13,29,45,68,72,82,91,96,97,101,107,108,113],Used:[9,18,22,72,79],Useful:2,Uses:112,Using:[33,47,63,68,72,74,76,84,89,93,102],VMs:89,VPS:101,WITH:113,Will:[13,28],With:[2,8,9,47,62,65,80,118],YES:41,Yes:[55,83,89],___fc_layer_0__:101,__align__:46,__cuda_align__:46,__device__:46,__doc__:78,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:78,__init__:[42,49,61,67,80,91,96],__main__:[49,119],__metaclass__:92,__name__:[49,119],__param_conf__:28,__rnn_step__:88,__tmp_params__:28,__va_args__:73,__x:46,_binari:32,_create_global_var:67,_dtype:51,_error:118,_librari:32,_link:9,_loss:49,_op:[51,92],_proj:8,_res2_1_branch1_bn:119,_source_language_embed:[88,117],_target_language_embed:[88,117],_test:32,_update_op:42,_value_index:51,a75:46,a_op:92,aaaaa:35,aaaaaaaaaaaaa:101,abbrevi:15,abc:8,abi:111,abil:49,abl:[8,29,53,61,67,69,71,81,115,118],about:[4,9,15,31,32,41,45,59,68,69,76,78,79,83,85,86,92,96,97,101,106,107,111,113],abov:[2,4,7,8,21,29,31,32,33,37,46,47,48,50,59,60,61,62,63,65,67,69,71,78,80,83,84,86,89,90,92,93,96,97,101,102,111,115,118,119,120],abs:[9,20,30,49,118],abs_numerical_grad:30,absolut:[1,83,111,113],acceler:[8,34,55,62,63,83,109],accept:[2,4,6,8,13,29,72,111,120],access:[1,8,9,21,29,32,37,40,41,67,69,85,88,99],accessmod:101,accessor:67,accord:[1,2,7,8,15,21,30,38,50,60,69,70,72,80,92,99,106,107,109],accordingli:[4,7,8,91],account:[72,90,115],accrodingli:36,accumul:[33,38,42,62,63],accur:[30,40],accuraci:[7,18,42,91,120],achiev:[62,63,79,97],ack:107,acquir:47,across:[8,13,59],act1:51,act2:51,act:[8,9,21,22,31,51,60,67,69,71,80,86,88,98,120],act_output:78,act_typ:[51,120],action:[69,101],activ:[4,9,21,27,32,51,60,67,69,74,78,86,88,91,93,94,107,120],activi:9,actual:[2,8,36,47,49,51,63,78,79,93],adadelta:120,adagrad:[23,63,77,120],adagradoptim:61,adam:[23,29,38,49,120],adamax:[23,120],adamoptim:[117,120],adapt:[7,10,21,28],add:[2,8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,61,63,66,67,69,70,72,74,76,82,89,90,91,92,93,97,98,109,113,120],add_activ:67,add_bia:67,add_depend:32,add_execut:32,add_input:[59,91],add_memori:59,add_output:59,add_scalar:[31,60,65],add_sum:67,add_test:[32,91],add_two:[31,59],add_unittest_without_exec:91,addattr:[78,92],addbia:91,addcom:[78,92],added:[2,7,8,18,26,28,31,46,62,63,70,74,90,91,92],adding:[74,90,119],addinput:[78,92],addit:[8,9,62,72,74,80,92,93,120],addition:59,addop:[48,93],addoutput:92,addr:33,address:[33,38,69,71,83,97,99,100,103,107,115],addrow:91,addtolay:8,addtyp:78,admin:115,administr:[40,89,115],adopt:[46,49],advanc:[30,88,97,107],advantag:[30,46,47,63,68,99],adversari:[49,68],advic:97,affect:[8,31],affili:60,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,62,64,67,69,70,82,83,88,90,91,92,93,96,99,100,101,102,107,109,111,112,118,119,120],again:[29,33,63,97],against:101,age:14,agg_level:8,aggreg:[42,62,101],ago:32,aid:97,alexnet_pass1:109,alexnet_pass2:109,algorithm:[8,10,37,60,63,74,88,117],alia:[5,6,8,21],align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,56,58,59,60,61,62,63,65,67,69,71,72,78,79,83,88,89,91,93,97,98,99,100,101,102,106,107,109,111,112,113,115,117,118,119,120],alloc:[6,38,41,54,79,91,93,98,109],allow:[29,38,47,63,69,74,90,91,97,101,107,120],allow_only_one_model_on_one_gpu:[106,107,109],allreduc:62,almost:[89,100,117],along:[15,21],alpha:[32,74],alreadi:[32,33,47,67,69,70,76,83,97,100,101,102,107,113],alreali:106,also:[1,2,8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,59,60,63,64,65,66,67,68,74,76,78,79,80,82,83,85,88,89,91,92,94,97,99,102,111,115,118,119,120],altern:[92,96],although:62,altogeth:115,alwai:[4,8,9,28,32,56,71,77,101,107],amazon:[101,102,120],amazonaw:101,amazonec2fullaccess:101,amazonelasticfilesystemfullaccess:101,amazonroute53domainsfullaccess:101,amazonroute53fullaccess:101,amazons3fullaccess:101,amazonvpcfullaccess:101,ambigu:68,amd64:101,amend:90,among:101,amort:62,amount:[21,97],analysi:[96,97],analyz:120,ancestor:[65,67],andd:101,android:[113,114],android_abi:111,android_api:111,android_arm_neon:111,android_native_api_level:111,android_standalone_toolchain:111,android_toolchain:111,angl:8,ani:[1,2,8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,56,60,62,63,67,68,69,70,71,73,74,82,89,92,93,97,101,103,113,120],annoi:100,announc:46,anoth:[2,8,13,28,29,31,41,47,60,67,76,78,89,101,107],anroid_arm_mod:111,ans:101,answer:[47,90,101],anymor:62,anyth:[13,60,68,101],anytim:49,anywai:[96,111],apach:55,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,59,64,72,75,80,81,82,85,91,92,96,97,99,101,110,111,112,113,115,116,118,120],api_shar:32,api_test:32,api_trainer_config_helpers_lay:88,apiserv:101,apivers:[101,102],app:112,appear:[47,50,79],append:[2,13,21,28,42,60,67,68,88,90,91,99],append_backward:96,append_backward_op:[23,61],append_batch_s:21,append_gradient_machin:28,append_op:67,append_oper:67,appl:112,appleyard:97,appli:[8,21,49,50,62,76,88,91,120],applic:[25,46,47,50,67,72,90,92,96,97,99,101,102,115],applyl1:36,appoint:92,appreci:90,approach:[8,62,63,64,69,70,74,111,113,115],appropri:69,approxim:[20,63],apt:[83,96],arang:21,arbitrari:[8,56,69,93],arch:111,architectur:[46,82,99,111,112,117],archiv:[14,57,58],area:49,arg:[2,7,9,25,51,61,78,92,106,118,119,120],arg_nam:8,argu:66,argument:[2,4,8,13,15,25,31,36,37,61,64,66,67,71,82,88,90,91,107,108,117,118,119],argv:119,arithmet:46,arm64:[111,112],arm64_standalone_toolchain:111,arm:[46,111,112,113],arm_standalone_toolchain:111,armeabi:111,armv7:[46,112],armv8:46,arn:101,around:[2,8,40,67,101,115],arrai:[4,6,8,13,15,21,28,38,50,60,65,67,68,72,80,92,119],arrang:80,arrow:49,articl:[47,50,89,99,102,113],artifact:[85,101],artifici:[20,118],arxiv:[9,20,49,118],as_row_vector:8,as_step_input:31,asgd:63,ask:[33,40,89],assign:[7,8,37,46,62,93,99,101,107,115],associ:[64,73,93],assum:[7,8,31,69,83,88,109,117],assumpt:69,assur:1,astyp:[68,92,118],asyc:33,async:[33,106],async_count:107,async_lagged_grad_discard_ratio:107,async_lagged_ratio_default:[106,107],async_lagged_ratio_min:[106,107],asynchron:[33,62,99,107],att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,65,66,67,78,88,92],attr_map:78,attrdesc:65,attribut:[2,8,9,21,27,31,65,70,72,76,78,80,91,92,117],attributemap:92,attrproto:78,attrtyp:[65,78,92],attrvalu:78,auc:[42,106],aucvalidationlay:107,authent:101,author:[44,101,119],auto:[31,36,57,66,72,76,80,82,90,91,92,93,97],autom:[99,101],automat:[8,29,38,48,61,69,70,72,78,82,88,90,91,92,96,100,101,106,107,112],avail:[33,38,46,47,70,71,85,101,115],averag:[7,8,11,28,37,107,119,120],average_test_period:[106,107],avg:[97,120],avg_cost:98,avgcost:120,avgpool:[8,120],avoid:[30,31,33,62,63,64,69,82,97],avx2:82,avx:[82,83],awai:47,await:102,awar:[29,42,59,67,89,96,101,111],awk:103,aws:44,aws_account_id:101,awsaccountid:101,awskeymanagementservicepowerus:101,axes:21,axi:[8,21],axis:8,aync:70,b2t:117,b363:102,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:102,ba5f:101,back:[2,8,21,28,33,46,49,63,69,83,92],background:[7,8,74,99],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,54,55,61,63,64,66,73,74,88,91,98,107,109],backward_first:88,backward_op:30,backwardactiv:91,bag:120,baidu:[47,102,117],baik:117,bake:69,balanc:[62,70,101,107,118],bandwidth:[46,62],bare:[102,115],barrier:[99,107],barrierstatset:97,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,61,62,63,69,72,73,74,79,80,88,89,91,92,96,97,98,101,107,111,112,117,118,120],baseactiv:9,baseev:28,basematrix:91,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[82,83,89,99,101,102],basic:[2,8,28,51,65,69,72,73,80,91,120],batch:[2,8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,59,60,62,63,80,90,91,101,102,107,118,119,120],batch_0:119,batch_id:[28,49],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,68],batch_siz:[2,13,49,54,60,117,118,120],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,91],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:113,bdist_wheel:75,beacus:51,beam:[8,88,107],beam_gen:[8,88],beam_search:[28,60,88],beam_siz:[8,60,88,106,107,109],becaus:[4,7,8,14,29,31,32,33,38,46,60,64,67,68,74,76,77,80,81,88,89,91,93,96,101,109,111,120],becom:[70,76,79,97],been:[2,8,9,32,37,47,89,90,120],befor:[4,8,9,33,40,45,50,63,64,68,74,82,83,90,92,96,101,111,112,115],begin:[4,7,8,18,36,38,42,45,50,60,62,91,99],beginiter:[28,29],beginn:88,beginpass:[28,29],begintrain:29,behavior:97,behind:[47,80],being:[21,40,47,66,68,93,96,118],belong:[7,8,69,76],below:[2,31,33,38,46,47,56,64,68,69,70,74,80,81,82,85,88,91,97,99,101,111,112,118,120],benchmark:56,benefit:[9,40,41,60],bengio:20,besid:[1,8,14,62,69,85],best:[32,83,89,107,120],besteffort:102,beta1:[10,23],beta2:[10,23],beta:[49,119],better:[9,32,47,60,101,112,115,118],between:[7,8,15,21,28,32,33,38,46,47,58,62,64,69,70,71,73,76,83,92,93,101,118,120],bgr:[15,119],bi_gru:9,bi_lstm:9,bia:[8,9,21,60,67,88,91,119],bias:[8,91],bias_attr:[8,9,21,67,88],bias_initi:21,bias_param_attr:9,biases_:91,biasparameter_:91,biassiz:91,bidi:102,bidirect:[8,9,88],big:[70,97,115],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:97,bin:[83,99,101,102],binari:[2,7,8,13,32,41,46,49,56,69,82,84,85,89,96,97,101,117,120],bind:[46,48,76,79],bit:[46,47,120],bitcod:112,bla:[83,112],black:[49,112],blank:[8,101,112],block:[8,34,36,38,42,43,47,53,59,61,69,70,79,91,92,93,97,107,119],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,67,72],blockdescbind:53,blueprint:60,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,72,88,94,98,116],bool:[2,6,7,8,9,10,11,13,15,28,31,46,52,55,66,67,77,78,80,81,91,107,109,120],boost:79,boot:[8,88,115],boot_bia:8,boot_bias_active_typ:8,boot_lay:88,boot_stat:80,boot_with_const_id:8,bootstrapp:115,borrow:[49,80],bos_id:[8,88],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,60,62,66,69,70,77,79,88,91,92,93,94,97,99,101,112,118,119,120],bottl:62,bottleneck:[97,119],bottom:28,bound:8,boundari:69,boundri:7,bow:120,box:[8,49,97],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,65,69,75,85,90,92,94],breadth:107,break_if:80,brief:[32,38,46,79,93],briefli:97,bring:[47,93],broadcast:[21,33,62,72,115],broken:90,browser:[83,94,96,101],bsd:[62,89],bucket_nam:101,buddy_alloc:90,buf:36,buf_siz:13,buffer:[2,13,36,56,63,68,76,98,107],buffer_s:13,buffered_read:68,bufsiz:13,bug:[90,101],build:[8,14,32,41,50,51,55,63,69,74,75,78,83,85,86,90,92,96,99,101,104,105,107,112,114,117,119,120],build_android:111,build_dict:14,build_model:49,builder:90,built:[32,46,47,62,69,78,80,82,85,89,96,111,113,115,118],bunch:[56,97,99,120],button:[90,94,101],c11:57,c703c041:90,c99:58,c99e:101,cach:[46,69,82,120],cache_pass_in_mem:[2,120],cachetyp:[2,120],cacul:[9,42,99],caff:[31,47],caffe2:[31,47],calc_batch_s:2,calcul:[2,7,8,9,18,21,30,33,38,42,46,83,88,91,97,99,107,109,118],call:[2,7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,59,60,61,67,69,72,73,76,78,79,80,86,88,89,91,92,93,96,97,99,101,107,119,120],callabl:[2,6,8,13,14],callback:91,caller:[30,96,101],can:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,59,60,61,62,63,65,66,67,68,69,70,71,72,73,74,78,79,80,82,83,84,85,86,88,89,90,91,92,93,94,96,97,99,100,101,102,103,106,107,109,111,112,113,115,117,118,119,120],can_over_batch_s:2,cancel:40,candid:[8,60],candidate_activ:21,cannot:[71,72,76,80,91,92],cantain:51,capabl:[46,64,72],capac:[74,101],capi:[57,82],capi_prvi:58,caption:60,captur:[8,100],card:[62,99],care:[9,41,68,79,83,106,107,115],carefulli:[107,119],caret:28,carpedm20:49,carri:21,cast:46,cast_to_op_attr:78,cat:[13,15,83,103,119],categori:[8,14,33,120],categorig:14,categoryfil:102,caus:[33,45,85,92],caution:[101,102],cbla:54,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:79,ceil:8,ceil_mod:8,cell:[8,9],cell_activ:21,center:[2,15],center_crop:15,cento:[82,85,86,115],central:74,ceph:[13,35,102],cephf:[35,41,44],certain:[1,61,76,79,106],certif:[29,44,101],cffi:57,cfg:102,cgo:57,chain:[13,50,91],challeng:[8,33,47,52,79],chanc:[29,46,91,120],chang:[8,14,32,37,41,47,64,65,68,73,76,82,88,90,91,92,93,97,99,101,107,111,120],channel:[8,9,15,21,97,119],channel_shar:8,channl:119,chapter:[59,60],chapter_data:59,chapter_out:59,charact:120,characterist:109,check:[2,13,31,32,66,72,82,85,90,92,94,99,101,107,109],check_align:13,check_attr:78,check_eq:91,check_fail_continu:2,check_grad:[30,92],check_l:91,check_output:92,check_sparse_distribution_batch:[106,107],check_sparse_distribution_in_pserv:[106,107],check_sparse_distribution_ratio:[106,107],check_sparse_distribution_unbalance_degre:[106,107],check_styl:90,checker:72,checkgrad:107,checkgrad_ep:107,checkmark:115,checkout:90,checkpoint:[66,70],checksum:44,child:31,china:83,chines:94,chip:47,chmod:101,choic:[32,47,83],choos:[82,83,84,89,107,111,120],chosen:[1,49],chunk:[37,44,118],chunk_schem:7,chunktyp:7,chw:15,cifar:118,circl:50,circumst:79,claim:101,claimnam:101,clang:[46,57,90,111],clarifi:7,clariti:60,classfic:119,classic:8,classif:[2,4,8,20,50,109,119,120],classifi:[8,49,118,119,120],classification_cost:[69,120],classification_error_evalu:[7,118,120],classification_evalu:7,claster:101,clean:[4,31,32,64,72,82,89,90],clear:[7,32,60,64,76,113],clearer:[64,67],clearli:76,cli:101,click:[85,90,94,96,97,101],client:[36,39,72],clip:[6,9,107,120],clock:8,clone:[8,82,89,90,94,96,111,113],close:[2,68,71,90],cloud:[32,33,41,44,45,71,72,115],cloud_read:13,cls:120,cludform:101,cluster:[13,28,29,31,33,38,69,71,102,106,107,120],cluster_test_fil:99,cluster_train:100,cluster_train_fil:99,cluster_train_v2:[100,103],cm469:101,cmake:[58,82,89,90,91,92,94,96,97,111,112],cmake_build_typ:[96,111,112,113],cmake_c:112,cmake_install_prefix:111,cmake_system_nam:[111,112,113],cmakelist:[32,54,55,91],cmatrix:[57,58],cmd:[13,102],cname:101,cnn:[8,102,119,120],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,56,61,63,64,66,68,69,70,72,73,74,78,80,82,83,85,86,88,89,91,92,93,94,95,97,99,101,102,118,120],codebas:[72,90],coeff:8,collabor:33,collect:[8,14,28],collectbia:91,color:[15,119],colour:14,column:[7,8,21,50,68,71,91,96,117],column_evalu:7,com:[8,9,14,32,49,82,89,90,94,96,98,101,102,111,113,115,119],combin:[7,8,9,13,23,28,61,72,76,118],come:[21,42,65,69,80],comma:[25,28,38,107,117],command:[1,4,13,25,32,36,41,45,82,83,85,86,89,90,91,92,94,95,96,97,100,101,102,103,104,105,111,112,113,117,118,119],commandlin:97,commenc:120,comment:[32,51,78,90,92,120],commit:[32,90],common:[15,20,23,26,35,74,79,88,91,106],commonli:[45,74,88,96,97,109,113],commun:[33,38,39,62,69,70,90,91,99,101],compani:47,compar:[30,32,72,89,91,92,118,120],comparison:[32,47],compat:[2,46,48,62],competit:118,compil:[8,32,51,53,62,69,73,77,78,81,89,91,94,99,114],complaint:32,complet:[4,8,9,14,23,28,31,33,37,38,44,50,56,72,84,91,92,93,96,101,102,115,120],complex:[1,2,9,40,60,72,88,97,120],complic:[8,48,68,69,80],compon:[51,69,80,91],compos:[13,29,48,51,59,67,72,118],composenotalign:13,composit:48,compress:37,compromis:89,comput:[8,9,21,25,29,30,33,43,46,47,51,54,56,61,62,63,69,70,71,73,76,79,81,83,88,89,90,91,92,96,97,98,99,101,109,111,112,113,120],computation:[8,88],computationgraph:51,con:62,concat:[49,88],concaten:[8,9,49,59,80],concentr:72,concept:[2,7,29,47,48,49,51,59,60,63,64,65,71,76,80,81,88],conceptu:[43,47,49,51],concern:[29,42,112],concis:[49,80],conckerneltrac:25,conclud:92,concret:[72,79,92],concurr:[33,40,47,70,99],concurrentremoteparameterupdat:107,cond:[21,31,47,52,65],condit:[8,37,47,52,69,88,102],condtion:49,conduct:97,conf:[4,8,100,117,118,119],conf_paddle_gradient_num:101,conf_paddle_n:101,conf_paddle_port:101,conf_paddle_ports_num:101,conf_paddle_ports_num_spars:101,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,25,35,45,60,91,101,102,106,107,115,117,118,119,120],config_:[36,107],config_arg:[106,107,109,119,120],config_bas:[7,8,28],config_lay:91,config_len:38,config_pars:[4,55,91],config_proto:38,configur:[0,1,2,4,8,21,28,36,38,40,41,47,51,67,70,79,86,87,89,90,91,92,93,97,99,107,111,113,115,117,119],confirm:45,conflict:[76,90],confus:[15,49],congest:107,conll:14,connect:[1,9,21,41,69,70,91,99,101,102,115,118,119,120],connectionist:8,consequ:[8,9],consid:[7,8,20,66,79,89,97,109,115],consider:[2,8,9],consist:[7,8,14,15,37,56,65,68,72,73,78,92,119,120],consol:[97,101],consolid:[31,94],constant:[8,20,21,51,53,71,91,92],constantiniti:21,constraint:[69,76],construct:[2,4,7,29,43,51,59,67,72,76,78,81,88],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,67,72,76,78,91,92],consum:[33,96],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,56,64,67,71,72,73,76,77,78,80,81,84,85,88,89,92,99,101,103,112,119,120],container:99,containerport:101,content:[38,45,56,60,94,102],content_dir:94,content_len:38,context:[8,9,14,76,77,79,88,92,93,98,117,120],context_attr:9,context_len:[8,9,120],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,120],contin:101,continu:[2,7,33,56,99,107,111],contrast:8,contrib:74,contribut:[74,89,95],contributor:72,control:[6,31,71,101,102,107,115],conv2d:49,conv:[9,21,49],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_layer_attr:9,conv_num_filt:[9,22],conv_op:8,conv_pad:[9,22],conv_param_attr:9,conv_strid:9,conv_with_batchnorm:[9,22],conveni:[29,51,61,78],convent:[38,90,92],converg:[100,118],convers:[46,47,69],convert:[2,4,14,21,35,46,47,68,73,117,119,120],convlay:8,convolut:[8,9,13,21,22,49,67,79,118,119],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,90],coordin:[33,38],copi:[28,29,37,40,45,50,59,60,62,63,80,82,90,99,101,103,118],copy_shared_paramet:118,copytonumpymat:118,core:[2,6,18,51,58,63,64,80,89,98,107],coreo:[101,115],corner:72,corpu:14,correct:[2,8,21,30,46,62,91,92,101],correctli:[7,13,46,49,91,118],corresond:46,correspoind:29,correspond:[2,4,8,21,26,29,31,32,46,51,52,59,60,67,71,72,73,74,78,79,91,92,93,96,112],correspondingli:112,corss_entropi:29,cortex:46,cos:[8,78],cosin:[8,21,78],cosineop:78,cosineopproto:78,cosineopprotomak:78,cost:[4,21,28,29,50,61,62,65,66,69,71,98,107,118,120],cost_id:8,cost_np:66,cost_val:69,could:[2,4,8,13,28,29,30,37,46,47,59,61,63,64,65,67,68,69,70,73,89,96,97,100,101,111,120],count:[7,33,41,42,66,68,97,99,102,107,109,117],counter:[25,33,37,50],cours:[7,41,89],covari:8,cover:[47,93],cp27:85,cp27m:85,cp27mu:85,cpickl:119,cpp:[30,36,48,54,55,57,58,64,70,72,81,91,97,120],cprofil:96,cprofilev:96,cpu:[1,2,6,8,30,41,46,63,64,69,71,72,74,75,79,82,83,89,92,93,96,97,98,102,107,118],cpu_avx_mkl:85,cpu_avx_openbla:85,cpu_per_p:71,cpu_per_train:71,cpudevicecontext:[79,92],cpuengin:55,cpuinfo:83,cpuplac:[79,92,93,98],cpusparsematrix:58,crash:[33,97,100,107],creat:[4,6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,59,61,62,63,64,67,73,74,83,86,89,90,91,92,94,99,103,107,111,115,117,118],create_backward_pass:61,create_bias_paramet:91,create_block:67,create_cloud_job:71,create_doc_str:78,create_input_paramet:91,create_local_scop:43,create_oper:48,create_optimization_pass:[23,61],create_paramet:67,create_python_ops_creatation_funct:78,create_rnn:31,create_rnn_op:59,create_st:18,create_tmp_var:67,create_tmp_vari:67,create_var:67,create_whileloop:80,createargu:118,createfromconfigproto:[4,118],creategradientoper:73,createop:78,createoper:31,createstack:101,createvari:31,creation:[48,101],creationd:101,creator:[13,14,35,72,73],creator_:73,credenti:45,credit:118,crf:79,critic:[49,96],crlf:90,crop:[15,79,119],crop_grad:79,crop_siz:[15,119],crope:15,cropgradkernel:79,cropkernel:79,cross:[8,67,92,120],cross_compil:113,cross_entropi:[8,29,49,71,118],cross_entropy_with_selfnorm:8,crt:44,csc:91,csr:91,csv:25,ctc:7,ctc_evalu:7,ctest:[82,89,92],ctor:67,ctrl:[89,100],ctx:[92,93],cublas_handle_:79,cublashandle_t:79,cuda7:85,cuda8:[82,85],cuda:[25,32,47,72,79,83,85,89,92,97,99,107],cuda_dir:[106,107],cuda_fp16:46,cuda_profil:25,cuda_so:83,cudaconfigurecal:97,cudadevicecontext:[79,92],cudadevicegetattribut:97,cudaeventcr:97,cudaeventcreatewithflag:97,cudafre:97,cudagetdevic:97,cudagetdevicecount:97,cudagetdeviceproperti:97,cudagetlasterror:97,cudahostalloc:97,cudalaunch:97,cudamalloc:97,cudamemcpi:97,cudaplac:79,cudaprofilerstart:97,cudaprofilerstop:97,cudaruntimegetvers:97,cudasetdevic:97,cudasetupargu:97,cudastream_t:79,cudastreamcr:97,cudastreamcreatewithflag:97,cudastreamsynchron:97,cudeviceget:97,cudevicegetattribut:97,cudevicegetcount:97,cudevicegetnam:97,cudevicetotalmem:97,cudnn:[8,11,32,79,107],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[106,107],cudnn_convt:8,cudnn_dir:[106,107],cudnn_handle_:79,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:79,cudnnhandle_t:79,cudnnplac:79,cudnnv5:82,cudrivergetvers:97,cuinit:97,cumtim:96,cumul:8,cur_mem:60,curl:[13,101],curli:[31,50],current:[2,8,31,32,33,36,38,42,47,59,60,63,64,67,70,71,76,80,83,85,88,89,91,94,100,101,107,112,116,120],current_block:[65,67],current_oper:65,current_word:88,currentcost:120,currentev:120,curv:29,custom:[1,2,23,29,41,46,49,60,63,72,91,101],custom_batch_read:68,cut:[70,80],cut_lin:13,cutoff:14,cv2:15,cxx:112,cxx_compil:[111,112,113],cxx_flag:112,cxxabi_1:85,cycl:33,cyclic:8,cython:57,d3e0:101,d_b0:49,d_b1:49,d_b2:49,d_block:49,d_f:49,d_g:49,d_h0:49,d_h0_bn:49,d_h0_relu:49,d_h1:49,d_h1_bn:49,d_h1_relu:49,d_h2:49,d_loss:49,d_loss_fak:49,d_loss_real:49,d_optim:49,d_step:49,d_t:49,d_w0:49,d_w1:49,d_w2:49,daili:90,dalla:2,dandroid_abi:111,dandroid_arm_mod:111,dandroid_arm_neon:111,dandroid_standalone_toolchain:111,danger:2,dangl:89,darwin:101,dash:49,dat:35,data:[0,1,2,4,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,56,59,60,61,62,63,64,65,67,70,71,72,74,76,77,78,79,80,81,86,88,91,92,93,97,98,99,103,104,106,107,109,119],data_batch_gen:118,data_dir:117,data_fil:15,data_i:49,data_initialz:120,data_lay:[2,36,118,120],data_layout:21,data_read:[13,68],data_reader_creator_random_imag:68,data_shar:80,data_sourc:118,data_typ:[13,14,56,77,81,86,88],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,98],dataflow:51,dataprovid:1,dataprovider_bow:120,dataprovider_emb:120,dataproviderconvert:4,datasci:8,dataset:[0,2,35,41,63,68,86,88,96,107,117,119,120],dataset_nam:15,datatyp:[14,18,77,81],date:99,dcgan:[49,118],dcmake_install_prefix:[111,112,113],dcmake_system_nam:[111,112,113],dcuda_arch_nam:82,dcudnn_root:82,ddim:[79,93],dead:33,deal:[115,118],debug:[2,30,45,47,69,83,90,96],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,56,63,73,74,77,116],declar:[8,21,31,49,59],declear:21,decod:[8,9,88],decoder_boot:88,decoder_dim:60,decoder_group_nam:88,decoder_input:[60,88],decoder_mem:[60,88],decoder_prev:9,decoder_s:88,decoder_st:[9,88],deconv:[8,49],deconvolut:[8,21],decor:[2,13,91],decrypt:101,deduc:72,deep:[8,20,40,43,49,50,55,72,74,79,83,97,112,118,119,120],deeper:[83,119],deepspeech2:54,def:[2,8,13,29,30,35,41,42,48,49,51,59,60,61,67,68,78,80,88,91,92,118,119,120],def_block:49,defalut:[107,109],default_block:49,default_devic:109,default_main_program:[18,98],default_param_attr:67,default_st:80,default_startup_program:[18,98],default_valu:109,defaultinfervartyp:53,defect:64,defer:40,defferenct:2,defin:[1,2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,59,62,65,67,68,70,72,76,78,79,80,88,91,93,96,98,99,100,107,117,118],define_py_data_sources2:[2,119,120],definit:[2,31,33,37,43,65,69,73,78,80,83,92,96,98,117,120],definiton:48,degre:8,delai:[63,79,93,107],delar:120,delet:[41,44,90,116],deletestack:101,delimit:7,deliv:115,delta:[8,30],delv:[8,20],demand:[33,79],demo:[8,14,72,100,102,104,117,118,119,120],demolish:102,demonstr:[88,93,118],denot:[92,109,120],dens:[2,8,13,38,39,77,91,101,120],dense_arrai:13,dense_vector:[2,4,13,86],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,62,66,69,70,77,83,89,92,99,109,111,112,113,115],dependent_var:66,deploi:[8,100,109,115],deploy:[51,56,72,99,100,101,112,115],deprec:8,depth:[31,47],dequeu:70,deriv:[5,29,52,61,111],desc:[31,56,67,78,80],desc_:31,descend:80,descent:[8,33,63,99],descproto:56,describ:[29,31,32,37,43,56,59,60,64,65,67,72,77,78,81,91,92,93,101,102,118,120],describestack:101,describestackev:101,describestackresourc:101,descript:[4,7,31,32,53,55,56,73,77,81,82,85,90,92,99,101,108],deseri:[28,56,64],deserializ:72,desgin:50,design:[2,8,13,20,36,57,63,74,92,115],desir:[13,33,63,101,102,117],destin:[38,45],destroi:[31,43],destruct:76,destructor:91,det_output:7,detail:[2,4,6,7,8,9,10,21,30,37,41,45,47,49,51,56,59,67,69,71,74,76,80,81,82,86,88,89,91,92,93,94,96,97,100,101,102,108,109,113,115,117,118,119,120],detect:[53,82,90,111],detection_evalu:7,detection_output:7,determin:[2,8,13,31,72,91,118],dev:[72,83,89,96,111,115],dev_ctx:31,develop:[32,47,53,64,67,73,75,83,85,90,93,94,96,98,99,106,107,112,113],deverlop:107,deviat:[6,20],devic:[6,42,46,51,55,62,64,69,71,72,83,92,93,98,107,112],device_context:92,devicecontext:[31,92],deviceid:[55,109],deviceid_:55,devid:[8,107],devtools2:82,dhcp:115,diagnos:100,diagram:[59,99,119],diamond:49,dic:15,dict:[2,7,14,28,67,71,99,103,120],dict_fil:[7,120],dict_siz:[14,36,60],dictionai:120,dictionari:[2,7,8,14,28,29,30,67,71,109,119,120],did:[2,64,83],diff_mat:30,differ:[2,7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,60,62,63,66,69,70,71,73,76,80,83,88,91,92,93,96,100,101,102,107,112,117,119,120],differenti:[48,92],difficult:[7,30,47,89],difficulti:20,dig:[83,97,101],digit:[2,8,99],digraph:51,dilat:8,dilation_i:8,dim0:92,dim1:92,dim:[8,13,36,56,59,72,77,79,81,91,92,93,117,119,120],dim_:[79,93],dimens:[5,8,9,11,13,21,49,72,77,79,80,91,92,93,109,117,120],dimension:[2,8,21,88,91,93,118,120],dimenst:117,dimes:8,dios_arch:112,dios_enable_bitcod:112,dios_platform:112,dios_use_veclib_for_bla:112,dir:[111,119,120],direct:[8,9,15,47,63,96,119],directli:[1,2,9,20,23,26,32,39,41,46,64,69,78,80,84,100,102],director:92,directori:[1,8,32,35,40,44,45,79,82,83,89,93,94,97,99,100,102,103,107,111,112,113,116,119,120],diretcoti:119,dis_conf:118,dis_train:118,dis_training_machin:118,disabl:2,disadvantag:[63,67],discard:[13,33,37,60,107],discount:8,discov:33,discoveri:101,discrep:97,discret:8,discrim:49,discrimin:118,discriminator_train:118,discuss:[29,31,37,38,39,69,79],disk:[56,89,102],dispatch:[64,69,99,100,107],displai:[41,45,90],dist:[75,82],dist_train:[29,41],distanc:[7,8],distibut:117,distinguish:[32,100,118],distribut:[8,20,31,37,38,39,40,42,47,62,70,71,72,81,85,95,100,102,104,105,115,118,120],distribute_test:[106,107],distributedli:91,disucss:29,div:21,divid:[8,10,42,78,81,96,106],diy_beam_search_prob_so:[106,107],django:94,dnn:82,dns:101,do_forward_backward:68,doc:[4,13,51,59,80,92,93,94,99],doc_cn:94,dockefil:89,docker:[75,82,84,90,94,99,101,104,105,115],docker_build:29,docker_clust:[100,103],docker_push:29,dockerfil:[89,111,113],dockerhub:83,document:[2,4,8,9,30,44,47,50,59,60,69,72,82,89,90,92,93,95,99,109,112,120],documentari:2,doe:[2,4,9,33,37,38,40,41,43,46,51,59,64,67,69,70,72,73,74,85,89,91,92,93,97,98,120],doesn:[6,8,13,29,31,68,71,83,89,90,96,97,102,111,112],dog:119,doing:[36,40,50,69,97],domain:101,don:[9,29,32,48,50,68,82,83,89,90,92,94,101],done:[7,8,9,32,33,37,38,53,56,63,69,73,74,90,96,97,101,118],dot:[8,9,92,107,119],dot_period:[107,109,118],dotmuloper:8,dotmulproject:8,doubl:[2,46,50,69,82,92,107],down:[97,120],download:[14,32,33,36,40,44,82,83,85,99,112,115,118,120],dozen:32,draw:60,drive:76,driver:[83,99],drop:[2,8,9,21,60],drop_rat:6,dropout:[6,9,91,120],dropout_prob:21,dropout_r:8,drpi_arm_neon:113,drpi_toolchain:113,drwxr:102,dst:38,dtoh:97,dtype:[4,18,21,51,67,98,119],due:[37,40,49,60,67,96],dummi:[28,37],dump:56,duplic:[21,70],durat:[37,97],dure:[1,2,8,9,21,26,31,33,37,40,41,42,47,62,63,72,91,92,101,106,107,115,120],durn:2,duse_eigen_for_bla:111,dwith_c_api:[58,111,112,113],dwith_gpu:[82,113],dwith_profil:97,dwith_python:[58,113],dwith_swig_pi:[58,111,112,113],dwith_test:[82,92,112],dwith_tim:97,dynam:[1,2,38,58,59,68,82,97,107],dynamic_cast:91,dynamic_recurrent_op:80,e2e:115,each:[1,2,4,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,59,60,62,64,66,67,68,69,70,72,73,76,77,78,79,80,88,91,96,99,100,101,107,109,115,117,119,120],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:[46,90,92],eas:[13,53,92,119],easi:[30,60,63,68,72,74,90,91,100,120],easier:[29,46,47,68,70,80,89,90,91],easili:[29,49,62,68,73,76,79],echo:83,edg:[15,71],edit:[7,83,89,101],editor:[67,89],edu:[14,101,102],eeoi3ezpr86c:101,effect:[2,8,28,82,101,107,112],effici:[1,2,8,56,68,69,79,88,89,91],effort:69,efg:8,efs:101,efs_dns_nam:101,efsvol:101,eigen:[46,63,72,74,79,92,111,112],eigen_device_:79,eigen_test:93,eigen_use_gpu:92,eigenmatrix:93,eigenscalar:93,eigentensor:93,eigenvector:93,either:[8,9,13,28,29,49,52,53,59,63,69,74,84,97,112,120],elb:101,elbapis:101,elec:120,electron:[102,120],elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,21,28,30,37,51,60,70,71,72,92,93,120],element_typ:38,elementari:72,elementwis:21,elif:[29,78],els:[29,36,41,47,49,52,53,69,70,76,78,82,83,89,91,92,119,120],emac:89,email:90,emailweixu:32,emb1:36,emb2:36,emb:[102,120],embed:[29,31,36,53,60,70,77,80,88,99],embedding_lay:[36,120],embedding_nam:[8,88],embedding_s:[8,88],emphas:97,empir:8,emplace_back:91,emploi:[78,88],empti:[7,13,33,60,92],emul:46,enabl:[2,6,8,31,32,37,51,70,89,90,97,99,101,107,112],enable_grad_shar:[106,107],enable_parallel_vector:107,enableonstart:25,enc_proj:[9,88],enc_seq:9,enc_vec:88,encapsul:[38,71],encod:[9,37,60,88],encoded_proj:[9,88],encoded_sequ:[9,88],encoded_vector:88,encoder_ctx:60,encoder_ctx_expand:60,encoder_ctx_proj:60,encoder_dim:60,encoder_last:8,encoder_out_seq:60,encoder_s:88,encount:36,encourag:[43,69],encrypt:101,encrypt_decrypt:101,end2end:115,end:[2,7,8,28,31,51,60,64,68,76,85,88,89,90,107,117],end_pass:29,end_po:8,endforwardbackward:28,endian:56,enditer:[28,29],endpass:[28,29],endpoint:[13,35,101],endtrain:29,enforc:112,engin:[41,55,97],english:[2,8,94],enjoi:83,enough:[31,89],enqueu:70,ensembl:9,ensur:[2,33,62,76,83,85,89,91,112],enter:[31,43],enterpris:72,entir:[8,9,38,40,92],entiti:[7,31,76],entranc:43,entri:[13,37,41,53,89,90,91,101,111],entropi:[8,67,120],entry_point:41,enueu:70,enumer:[5,120],env:[94,96,101],environ:[29,71,82,85,89,90,96,97,99,101,102,106,107,112,118],environmenterror:99,eos_id:[8,88],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,80,92,107],equat:[7,8,9,10,21,92],equilibrium:118,equip:88,equival:[29,31,47,52,78,115],error:[6,7,8,9,21,29,30,37,45,46,47,76,91,92,100,101,107,119,120],error_clipping_threshold:6,especi:[2,8,9,55,89],essenc:29,essenti:[8,29,43,46,93],estim:[8,29,63,70],eta:102,etc:[7,13,21,31,42,62,63,68,69,76,82,99,101,106,109,115],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:101,euclidean:8,eval:[7,18,31,42,49,71,72,120],eval_program:[18,42],eval_result:42,evalu:[1,8,16,27,28,40,51,66,69,71,97,98,120],evaluate_difficult:7,even:[29,46,47,62,67,68,89,90,97,107,112],evenli:[38,101],event:102,event_handl:[28,29],eventu:[69,80],everi:[1,2,7,8,9,13,18,29,33,37,38,40,42,50,51,53,59,62,67,70,76,78,88,90,91,92,93,98,99,103,107,120],everyon:90,everyth:[49,69,70,111],everywher:89,evid:64,evolv:47,exactli:[2,8,9,101],exampl:[1,2,7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,59,60,64,65,67,68,70,72,73,74,77,79,80,88,89,90,91,92,93,96,97,98,99,101,102,106,107,109,113,119,120],exceed:8,except:[2,8,14,40,47,50,80,109,117],exchang:64,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:98,exec:107,execut:[32,33,37,41,42,43,49,51,62,71,73,89,91,96,97,101],executioncontext:[92,93],executor:[16,18,42,46,47,49,61,65,96,98],exist:[29,31,33,45,47,60,67,68,71,73,78,79,80,85,89,91,93,101,107,112],exit:[38,45,102,107],expand:[60,83,91],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,97],experi:[56,109],experienc:90,expert:32,expir:33,explain:[2,7,33,47,48,50,90,96,99,118],explan:[8,30,41,69,76,120],explicit:[80,91],explicitli:[2,29,43,69,71,92,93,112],explor:[8,60,74],expon:8,exponenti:5,expos:[39,56,79,80,101],express:[29,42,51,70,92,101],extend:[7,63,70,80],extens:[40,60,70,92,111],extent:58,extern:[2,32,55,57,58,72],external_librari:32,extingrad_:55,extinval_:55,extoutgrad_:55,extoutval_:55,extra:[6,8,9,69,74,79,115],extra_lay:28,extraattr:[6,109],extraattribut:8,extraattributenon:8,extract:[7,8,47,64,69,92,101],extract_fea_c:119,extract_fea_pi:119,extract_para:117,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,47,97],extremli:1,f120da72:102,f7e3:101,fa0wx:102,fabric:99,face:[32,74],fact:[47,62,65,67,119],factor:[6,10,21],factor_s:8,factori:57,fail:[2,33,37,60,71,92,102,107,109],failur:[33,38,92],fake:[49,118],fake_imag:68,faked_imag:49,fall:[46,66],falloc:44,fals:[2,6,7,8,9,10,13,21,22,23,30,31,47,52,54,59,65,66,68,77,81,86,88,91,92,99,102,107,109,117,120],false_block:[31,52,65],false_label:68,false_neg:42,false_posit:42,false_read:68,familiar:2,fan_in:20,fan_out:20,fanscin:2,fantast:120,far:80,fascinatingli:1,fashion:69,fast:[8,37,47,97],faster:[8,9,26,33,47,83,88,97],fastest:47,fastli:90,fat:112,fault:[28,37,72,82],favorit:89,fbd1f2bb71f4:102,fc1:[51,71,91,109],fc1_bia:51,fc1_weight:51,fc2:[51,71,109],fc3:[51,109],fc4:109,fc8a365:101,fc8a:101,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[67,78,91,109,120],fc_layer_nam:9,fc_mat:28,fc_op:78,fc_out:31,fc_output:78,fc_param_attr:9,fc_without_b:31,fclayer:91,fcop:48,fea:119,fea_output:119,feasibl:63,featur:[2,5,8,13,14,46,51,62,69,90,107,120],feed:[9,28,29,50,59,69,71,74,98],feed_dict:[49,71],feed_list:98,feeder:[13,98],feedforward:20,feel:90,festiv:2,fetch:[14,33,36,66,69,88,91,98],fetch_list:98,fetch_op:66,few:[2,32,33,63,68,69,77,89],fewer:[8,67],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,56,66,73,77,78,97,101],fifth:50,figur:[29,32,47,49,55,59,67,69,70,88,91,97,117,118,119],file:[1,2,4,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,56,58,68,69,72,79,81,83,85,86,88,89,90,91,92,93,98,99,100,103,107,111,112,113,115,117,119],file_list:2,file_nam:[2,119,120],file_typ:13,filenam:[2,15,35,67,96],fileoffset:44,filesystem:[40,41,44,69,101],fill:[8,21,33,37,47,67,101,120],fill_zero_grad:72,filter:[8,9,21,119],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,60,76,82,85,97,103,111,112],find_var:30,findop:31,findvar:[31,76],fine:[6,37,48],fingerprint:101,finish:[2,33,37,40,41,43,62,78,82,99,100,101,102],finit:91,finnal:83,first:[2,8,21,28,29,31,33,37,40,41,45,47,49,50,51,59,60,65,66,67,69,72,77,78,79,80,82,88,89,90,91,92,93,97,101,107,109,115,117,118,119,120],first_seq:88,firstli:[7,8],firstn:13,firstseen:102,fit:[1,14,46,56,60,72],five:[65,97,120],fix:[2,6,8,57,69,90,96],flag:[8,14,21,55,90,92,94,107,118],flatten0:51,flatten:[51,65,67,93],flexibl:[1,8,9,29,38,47,50,59,60,63,68,69,79,80,88],flip:15,flist:99,float16_t:46,float32:[4,13,21,46,48,49,67,68,92,98,118,119],float_16:21,float_to_half_rn:46,floor:8,flow:[21,31,59,75],fluid:[0,18,20,21,22,23,25,26,43,79,96],fly:120,fnt03:101,focu:[2,51,96,97],focus:92,folder:[32,35,41,45,101],follow:[1,2,7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,46,47,48,49,50,51,52,53,59,60,62,63,65,66,67,68,69,70,72,73,74,76,77,78,79,80,82,83,85,86,88,89,90,91,92,93,94,96,97,98,101,102,103,104,105,109,111,112,113,115,117,118,119,120],fool:118,forbid:29,forc:[62,67],force_load:57,forest:31,forget:[10,29],fork:[8,90],form:[1,2,8,9,42,85,97],format:[1,2,7,13,14,15,21,25,28,30,37,46,47,60,80,86,90,91,92,93,99,101,107,117],former:[29,32,47,63],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,54,55,56,61,64,65,68,72,73,74,77,88,91,109,118],forward_op:30,forwardactiv:91,forwardbackward:28,forwardtest:4,found:[2,4,46,65,74,76,88,99,113,118,120],four:[2,7,42,47,50,117,119,120],foward:66,fp16:[46,72,81],fp32:[72,81],fp64:81,fpga:[71,98],fpgadevicecontext:79,fpgaengin:55,fpgaplac:79,frac:21,frame:[7,43,72,80],framework:[29,31,42,46,47,51,62,63,65,72,74,76,78,79,90,91,92,96,98,99,112,119,120],free:[14,54,79,90,115],frequenc:[14,97,117,120],frequent:[37,68,72,74,79,100,111,112],fresh:[40,71],friend:76,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,59,60,61,62,64,65,67,68,69,70,71,72,73,76,79,80,83,85,88,89,90,91,92,93,96,97,99,101,102,107,109,111,112,115,117,118,119,120],from_no_sequ:8,from_sequ:8,from_tar:28,fromfil:[68,119],front:51,fuction:25,fulfil:97,full:[8,33,40,59,62,63,88,91,115],full_matrix_project:[9,88],fulli:[21,69,70,91,97,115,118,119,120],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,67,117],fullyconnectedlay:91,func:[13,37,73],funciton:[9,21],functor:[48,51],fundament:[46,70,72],further:[8,78,115],furthermor:71,futur:[8,40,46,59,69,72,111,116],fvs:78,fwd_op:73,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:55,g_h0:49,g_h0_bn:49,g_h0_relu:49,g_h1:49,g_h1_bn:49,g_h1_relu:49,g_h2:49,g_im:49,g_loss:49,g_optim:49,g_program:67,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,game:118,gamma:119,gan:29,gan_train:118,gangliao:32,gap:107,gate:[8,9],gate_act:[8,9],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:54,gather:[8,62,64,91,92],gauss:6,gaussian:[20,118],gaussian_normal_random:49,gcc:[46,57,72,82,89,96,111,113],gcc_3:85,gcreators_:78,gemm:54,gen:8,gen_conf:118,gen_train:118,gen_training_machin:118,gender:14,gendrated_id:60,gener:[1,2,4,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,62,63,65,66,67,68,69,70,72,73,77,78,79,80,90,92,97,101,103,107,109,111,113,117,119,120],generated_id:60,generated_scor:60,generated_word_embed:8,generatedinput:[8,88],generator_conf:118,generator_machin:118,generator_train:118,genert:2,gereat:7,get:[2,7,8,13,14,28,30,31,32,33,37,38,40,41,44,47,49,51,55,59,60,67,71,72,73,76,78,79,80,82,83,85,88,90,91,92,96,97,99,100,101,103,110,119,120],get_all_op_proto:78,get_block:67,get_cloud_job:71,get_config_arg:[109,120],get_data:[102,120],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:91,get_mnist_data:118,get_model:119,get_movie_title_dict:14,get_nois:118,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_shap:28,get_support:85,get_symbol:51,get_tensor:30,get_training_loss:118,get_vari:31,get_word_dict:14,getbatchs:91,geteigendevic:93,getenv:[29,41,99],getinfervartyp:53,getinput:91,getinputgrad:91,getinputvalu:91,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:91,getoutputvalu:91,getparam:36,getparameterconfig:36,getparameterptr:91,getparameterspars:36,getparametersremot:36,getplac:[79,92,93],getsiz:91,getslotvalu:118,gettask:37,gettempl:101,gettranspos:91,getw:91,getweight:91,getwgrad:91,gist:9,git:[75,82,89,90,94,111,113],github:[9,32,49,82,89,90,94,96,98,111,113,119],give:[2,33,59,67,72,89,90,91,97,101,120],given:[2,8,13,21,28,38,40,47,48,49,60,68,70,71,74,80,91,107,118,120],glibc:[85,111,113],glibc_2:85,glibcxx_3:85,glide:32,global:[2,6,21,23,29,31,32,33,51,64,71,72,76,78,79,89,97,101,107],global_block:67,global_learning_r:6,global_pool:21,global_step:23,globalstat:97,globalstatinfo:97,globe:2,glog:90,glog_v:90,glog_vmodul:90,glorot10a:20,glorot:20,gnueabihf:113,go_librari:32,go_test:32,goal:[46,50,62,72,97],gob:37,godep:32,godoc:57,goe:[9,33,47,52,76,98],going:[48,63,96,99,115,120],golang:32,good:[47,49,63,68,74,96,97,115],googl:[29,72,90,96,99,111],googleapi:101,googlenet:55,got:76,gpg2:101,gpg:101,gprotos_:78,gpu:[1,2,6,8,11,30,41,42,46,62,63,64,69,71,72,74,75,79,82,85,86,89,93,95,98,99,115,118,119],gpu_id:[107,109,118],gpu_per_train:[69,71],gpudevic:79,gpugpu_id:106,gpukernel:72,gpustarttimestamp:25,grab:33,grad:[30,38,55,77,107],grad_op_class:72,grad_op_maker_:73,grad_op_typ:[72,73],grad_op_type_:73,grad_share_block_num:[106,107],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,61,62,63,64,72,77,92,96,99,107,120],gradient_clipping_threshold:[6,120],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,58],gradientmachin:[4,28,58,64,118],gradientmachine_:36,gradopdescmak:[53,73],gradopdescmakerbas:73,gradopmak:73,gradual:97,grai:15,grain:48,gram:117,grandient:28,grant:101,graph:[8,21,28,31,32,33,42,47,49,59,62,63,65,69,71,81,93,117],graphviz:119,grayscal:2,great:[70,115],greater:[8,63,99],greaterthan:78,green:49,grep:[83,103],gridsize3d:25,groudtruth:88,ground:[7,8,120],group:[9,21,22,37,51,79,115],group_input1:88,group_input2:88,group_input:88,grouplen:14,grow:90,grpc:115,gru:[8,60,88,120],gru_bias_attr:9,gru_decod:88,gru_decoder_with_attent:88,gru_encoder_decod:117,gru_layer_attr:9,gru_memori:9,gru_out:60,gru_param_attr:9,gru_siz:120,gru_step:[60,88],gru_step_lay:9,grumemori:[9,88],gserver:[8,54,55,91],gsizex:97,guarante:[67,91],guard:36,guest:[85,89],gui:[96,97],guid:[25,44,72,88,90,91,97,101,102,114,117],gzip:[13,37,102],h0_bn:49,h_prev:31,had:89,hadoop:[13,29],half:[46,101],half_to_float:46,hand:[72,79,93,99],handi:32,handl:[13,29,41,51,64,68,69,71,76,79,80,98],handler:[28,31],handwrit:2,happen:[37,78],hard:[47,60,69,70,80,89,101,120],hardwar:[47,79,89,97],has:[2,4,7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,56,60,62,65,69,70,71,72,77,78,79,88,89,90,91,92,97,98,101,102,112,115,117,120],has_kei:28,has_selected_colum:8,hasdependentvar:66,hash:62,hasn:47,have:[1,2,4,8,9,13,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,56,59,60,62,63,64,65,67,68,69,70,71,72,73,76,77,79,81,82,83,88,89,91,92,97,99,101,107,109,112,113,115,117,120],haven:[47,89],hdf:[1,13,35],head:[90,92,99,103,117],header:[38,56,58,72,79,91,111,112,113,117,119],headip:103,heard:89,heavi:100,height:[8,13,15,31,57,68,91,92],height_:77,held:33,hello:29,help:[2,4,8,21,31,45,47,51,60,68,72,80,89,90,96,100],helper:[8,21,69,73,80,91],henc:[63,67,69,73,74,76],here:[2,4,6,7,8,9,13,29,32,33,39,45,47,50,51,59,68,74,78,82,83,85,88,90,92,94,99,100,101,102,106,109,112,113,115,117,119,120],heterogen:[69,70],heurist:[8,60,70,107],hidden:[8,9,61,69,88,101,120],hidden_out:31,hidden_s:9,hierarch:[8,65,67,72,88],hierarchi:72,high:[6,20,46,62,79,91,99,115,118],higher:[1,48,59,80,90],highest:[13,31],highli:[1,2,14,80,88,109],him:29,hint:[70,96],his:71,histor:48,histori:10,hl_get_sync_flag:91,hold:[29,33,37,39,46,49,51,53,71,76,78,79,93,101],holder_:[79,93],home:[35,45,69,71,83,96,101,102,103],honor:37,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,119],host:[32,41,101,102,111,112,113],host_c:[111,112,113],hostfil:103,hostnam:101,hostpath:102,hostport:101,hour:89,hourli:90,hous:[2,14,86,117],how:[1,2,6,8,21,29,31,33,37,45,47,48,51,59,60,64,69,74,78,88,89,96,99,101,102,107,110,113,119,120],howev:[2,8,9,30,40,47,63,64,67,68,69,73,74,77,78,79,88,101,106,107],howto:99,hpp:[46,57],html:[14,20],htod:97,http:[8,9,13,14,20,32,41,49,82,83,89,90,94,96,98,101,102,111,113,115,118,119],huber:8,huge:63,human:[8,20],hwc:15,hyper:[8,49,91],hyperparamet:[8,74],hyperplan:13,i1117:97,i386:112,iOS:[113,114],iamfullaccess:101,iamusersshkei:101,icc:47,ics:14,id_input:7,id_rsa:103,idea:[32,47,63,68,74,96],ideal:69,ident:[8,73,92,101],identifi:[8,52,91],identityoffsetproject:8,identityproject:8,ids:[7,8,21,60,91,120],idx:[37,49,91],ies:45,ifels:[31,65],ifelseop:65,ignor:[2,8,21,107,117],illustr:[2,7,33,38,48,59,69,71,88,91,97,120],ilsvrc:119,im_siz:49,imag:[2,11,12,13,14,21,22,29,47,49,50,60,61,65,68,71,82,89,90,101,104,105,109,115,118,119],image_a:68,image_b:68,image_fil:68,image_h:21,image_lay:68,image_list_provid:119,image_nam:29,image_path:68,image_reader_cr:68,image_s:119,image_w:21,imagenet:[8,20,35],imagepullpolici:101,imageri:8,images_reader_cr:68,imagin:50,img2label:15,img:[2,8,9,69],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:97,imgsizei:97,imgsizex:97,imikolov:99,immedi:[63,74,82,101],immutable_paramet:29,impel:79,imperfect:72,implement:[2,8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,57,58,60,64,66,69,70,76,78,79,80,88,120],implemet:36,impli:32,implicit:71,imposs:[60,115],improv:[8,70,72,96,97,101],in_fals:21,in_plac:21,in_tru:21,inarg:36,inbound:101,includ:[1,2,7,8,9,14,15,23,29,31,32,38,41,46,47,49,51,57,58,59,60,65,67,72,78,82,85,88,89,91,92,96,97,99,101,102,107,111,112,113,117,120],inclus:60,incorpor:8,incorrect:8,increas:[33,37,46,99,107],increment:[42,50,107],incupd:91,inde:13,independ:[8,30,38,71,76,79,115,120],index:[2,7,8,11,13,14,21,28,30,31,33,37,65,67,80,101],indexslot:8,indic:[2,7,8,21,31,38,43,49,59,65,73,77,79,80,100,101,111],indice_map:80,indices_map:80,individu:[33,62,101],industri:[33,56,115],ineffici:64,infer:[0,15,21,29,31,33,42,47,52,53,54,57,66,67,71,72,77,86,112,113],infer_shap:67,infer_var_type_:53,inferenc:112,inferfac:53,inferior:40,infernec:113,infershap:[31,67,72,92,93],infershapecontext:[92,93],infervartypefn:53,info:[7,8,14,46,59,91,100,115],infom:8,inform:[4,8,14,21,28,31,41,45,51,56,59,62,67,69,74,76,77,90,91,92,93,96,97,101,107,111],infrastructur:[47,101,118],ingor:107,ingrad_:55,inherit:[31,61,72,79,92],ininst:29,init:[6,20,28,31,49,55,59,60,69,86,91,99,101,109,118,120],init_attr:67,init_from_tar:28,init_hook:120,init_model_path:[106,107,109,117,120],initi:[2,4,6,8,9,14,16,21,28,32,37,42,50,59,62,63,67,69,70,74,78,80,86,88,91,92,98,107,117,118,120],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:67,initpaddl:[4,118],initrd:115,inlcud:9,inlin:[79,93,101],inner:[8,91],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:93,input1:[8,9,93],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,55,59,60,63,64,66,67,68,69,70,71,72,73,76,78,79,80,86,88,90,91,92,93,98,103,109,117,118,119,120],input_conf:8,input_data:91,input_data_target:91,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:91,input_id:8,input_imag:9,input_index:91,input_label:91,input_lay:91,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:80,input_seq:8,input_sequence_data:91,input_sequence_label:91,input_sparse_float_value_data:91,input_sparse_non_value_data:91,input_t:91,input_to_check:30,input_typ:120,input_valu:30,input_var:[30,67],inputbuff:36,inputdef:91,inputgradi:73,inputlayers_:91,inputs_to_check:30,inputtyp:[2,13],insert:[62,66,72,73,90],insid:[7,9,33,42,64,68,69,70,72,73,83,101],inspir:117,instal:[8,41,55,75,82,83,89,90,94,96,99,102,119],install_android:111,instanc:[8,30,31,33,35,39,43,52,59,60,63,67,69,72,73,88,91,93,97,107],instance_ip:101,instanti:[33,43,98],instead:[8,9,11,13,32,36,41,46,47,50,51,69,89,90,120],instrins:46,instruct:[31,50,83,89,97,111,120],int16:81,int32:[65,80,81,107],int64:[44,77,81],integ:[2,7,8,13,21,37,41,46,57,60,91,120],integer_valu:[2,13,120],integer_value_sequ:[2,13,60,88,120],integr:[7,82,115],intel:[47,79],intellig:20,inteloptimizedpaddl:55,intend:82,inter:[8,69],interact:[8,83,101],intercept:8,interchang:[50,72],interconnect:62,interest:[46,62,97],interestingli:47,interfac:[0,4,6,8,9,20,23,25,26,28,31,37,41,45,51,62,64,72,73,79,82,92,93,101,112,115],interg:120,intergr:8,intermedi:[45,49,61,69,89,111,113],intern:[8,9,20,23,28,46,96,99,100,101],internel:55,internet:[32,33,115],interpret:[2,7,43,47,82,97],interv:8,inth:93,intrins:[43,46,113],introduc:[2,8,15,31,33,49,54,56,74,76,78,92,96,99,102],introduct:[3,118],introductori:89,intuit:[40,72],inval_:55,invalid:[68,76],invent:47,invoc:[32,47,48,72],invok:[2,8,18,28,64,67,69,70,72,73,78,89,90,97,101],involv:[60,92,118],iob:7,ioe:7,ios:112,ios_arch:112,ios_deployment_target:112,ios_development_root:112,ios_enable_bitcod:112,ios_platform:112,ios_sdk_root:112,ios_use_veclib_for_bla:112,ipad:112,iphon:112,ips:101,ipt:[8,67,78,88],ipx:115,ipython:29,is_color:15,is_discriminator_train:118,is_gener:[117,118],is_generator_train:118,is_loc:28,is_predict:120,is_revers:21,is_seq:[8,88],is_spars:21,is_stat:6,is_target:66,is_tensor:78,is_test:[21,119],is_traget:66,is_train:[2,15],isn:97,isspars:91,issu:[32,49,71,83,85,89,90,97],istag:75,item:[8,13,28,40,46,68,86,115],iter:[8,9,10,13,28,29,33,47,63,68,69,80],iter_multiple_input_and_param:67,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,56,59,60,62,63,64,66,67,72,73,76,77,78,79,85,91,92,93,97,99,101,107,117,118,120],itself:[33,40,63,76],ivs:78,java:[31,57,65,72],jeremi:97,jian:20,job:[4,14,40,69,71,72,83,99,106,107,109,119,120],job_dispatch_packag:100,job_id:14,job_mod:117,job_nam:[41,101],job_namespac:101,job_path:101,job_workspac:100,jobpath:101,jobport0:101,jobport1:101,jobport2:101,jobport3:101,jobserv:41,join:33,joint:117,jointli:9,journei:83,jpg:[15,119],json:[51,101,102],jth:9,judg:8,juditski:63,jupyt:[41,83],just:[2,5,7,8,9,14,21,32,37,38,47,49,53,63,64,67,68,69,72,73,74,76,77,82,85,89,90,100,101,109,111,117],jx4xr:101,jypyt:29,k8s:115,k8s_data:101,k8s_job:29,k8s_token:29,k8s_train:101,k8s_user:29,kafka:35,kaim:20,kaimingh:119,kebilinearinterpbw:97,kebilinearinterpfw:97,keep:[2,8,13,15,20,33,47,50,60,63,67,76,78,82,90,115],keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,72,73,78,80,89,90,92,97],kept:[8,67],kera:74,kernel:[8,30,46,47,55,63,74,77,79,92,93,97,120],key1:107,key2:107,key_pair_nam:101,keyid:101,keymetadata:101,keypair:101,keyserv:101,keystat:101,keyusag:101,keyword:[2,67],kill:[33,101],kind:[1,2,29,30,33,39,50,61,62,79,81,83,101,102,118,120],kms:101,know:[2,29,37,56,90,91,96,97,99,101,111],known:[21,31,47,48,59,118],kriz:14,kselectedrow:77,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:101,kubectl:[100,102,103],kuberent:[33,101],kubernet:[29,33,72,99,104,105,115],kubernetes_service_host:29,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,67,78,120],kwd:25,l1_rate:6,l1_regularization_op:74,l2_rate:6,l2_regularization_op:74,l2_sim:8,l2regular:120,l93:36,label:[2,4,7,8,13,14,15,21,28,42,47,49,50,51,61,65,68,69,70,71,98,102,118,119,120],label_dim:[8,120],label_fil:68,label_lay:68,label_path:68,lag:107,lake:2,lambdacost:8,lambdarank:8,lan:99,languag:[8,14,50,72,76,109,117],larg:[11,14,56,63,69,70,90],larger:[2,6,7,8],larger_than:[31,52,65],last:[7,8,9,21,47,59,65,88,107,120],last_seq:60,last_time_step_output:8,lastseen:102,latenc:[8,46,69,100,101],latent:8,later:[32,47,72,74,79,82,85,92,93,101,116,120],latest:[8,31,32,33,40,82,83,85,94,102,112],latter:[63,80,96],launch:[101,107],launcher:29,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,61,63,65,68,69,70,72,74,78,79,80,86,88,95,98,106,107,117,118,119,120],layer_0:91,layer_attr:[8,88,109],layer_num:[109,119],layer_s:8,layer_typ:[8,55],layerbas:91,layerconfig:91,layergradutil:91,layerhelp:[21,67],layermap:91,layeroutout:8,layeroutput:9,layout:15,lazi:[63,74],lbl:7,lead:97,leaki:49,learing_r:61,learn:[6,7,8,9,10,14,29,38,40,43,49,50,55,60,62,63,68,69,70,71,72,74,79,83,88,89,91,92,94,97,112,116,119,120],learnabl:28,learning_method:[117,120],learning_r:[6,23,38,69,98,117,120],leas:33,least:[7,33,85,111],leav:[2,31,101],lecun:14,left:[8,31,93,112,119],left_cmd:13,left_right_flip:15,legaci:83,legal:78,len:[2,8,38,44,47,67,86,91,120],length:[8,9,13,14,15,21,38,46,54,56,59,60,72,80,88,102,107],less:[8,29,115],less_than:29,let02:102,let:[4,7,8,29,31,40,48,50,59,60,61,73,79,92,96,101],level:[6,8,20,21,46,48,51,56,59,60,79,80,81,90,100,107,111,118],lgtest:32,lgtest_main:32,lib64:[83,107],lib:[58,82,83,96,99,111,112,113],libapi:32,libari:58,libc:85,libcuda:83,libgcc_:85,libgoogl:96,libiomp5:55,libmkldnn:55,libmklml_intel:55,libnvidia:83,libpaddl:[57,58,72,96],libpaddle_capi:58,libpaddle_gserv:58,libpaddle_math:58,libpython2:82,librari:[8,32,39,55,58,62,69,82,85,92,99,107,112,113],libstdc:85,licens:[55,62],life:33,lifecycl:115,lifetim:[76,85],lightweight:48,like:[2,7,8,13,14,21,31,32,33,36,41,43,47,48,49,50,51,53,62,63,67,68,72,73,74,76,77,80,82,85,88,89,90,96,97,98,99,101,106,109,111,112,113,115,117,119,120],limit:[8,13,21,47,56,60,72,74,97,107],linaro:113,line:[1,2,4,7,13,25,32,36,41,45,50,63,65,67,72,74,89,90,95,96,97,100,101,109,117,119],line_break:13,linear:[8,21,60,86],lineno:96,link1:46,link2:46,link:[8,9,32,44,45,76,85,92,101,115,120],linux:[13,44,83,85,89,90,99,101,113],linux_x86_64:[75,85],lipeng:117,lipo:112,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,61,64,67,71,73,76,80,86,88,89,91,92,96,99,101,107,109,113,119,120],listdir:99,listen:[33,99,107],littl:[1,2,38,47,56,107,120],live:[92,98],load:[1,2,4,15,29,33,49,62,67,69,82,92,101,107,119],load_and_transform:15,load_featur:119,load_feature_c:119,load_feature_pi:119,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[106,107,109,117],load_mnist:49,load_uniform_data:118,loadparamet:4,loadsave_parameters_in_pserv:[36,106,107],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,59,65,67,72,82,83,89,90,96,100,102,106,107],local_scop:30,localhost:[83,94],localpath:45,locat:[8,28,32,47,80,88,91,99,113,120],lock:[32,33,37,38,70],lod:[21,56,59,77,80,81],lod_desc:[77,81],lod_expand:60,lod_level:[21,67,77,81],lod_tensor:[21,59,77,81],lod_tensor_arrai:21,lodtensor:[53,56,72,81],lodtensordesc:[56,77],log:[2,37,45,49,69,85,91,99,100,101,102,103,107,113],log_barrier_abstract:107,log_barrier_lowest_nod:[106,107],log_barrier_show_log:[106,107],log_clip:[106,107],log_error_clip:[106,107],log_period:[102,107,109,118,120],log_period_serv:[106,107],logarithm:5,logger:2,logic:[2,40,49,53,61,62,64,69,70,76,80,92],login:[85,103],logit:49,longer:[33,69],look:[2,7,31,41,47,50,63,67,73,74,98,99,101,102,106,118,120],lookahead:8,lookup:[21,53,60,98,120],lookup_t:21,loop:[30,31,47,68,76],loop_var:80,loss:[8,23,49,51,61,63,74,91,118,120],lot:[60,63,67,69,74,99,106,115],low:[8,20,61,62,79,80],low_rnn:59,lower:[8,46,59,60,90,100],lower_level_rnn:59,lowest:107,lpaddle_capi_shar:58,lpaddle_capi_whol:58,lrelu:49,lstm:[8,88,102,120],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:120,lstm_step:9,lstmemori:[9,88],lstmemory_group:8,lstmlayer:54,ltr:8,mac:[58,89,90,111],machin:[9,14,28,47,49,55,62,63,69,70,74,82,85,89,91,101,102,103,106,107,109,113,115,120],machine_transl:88,maco:[85,86,89,112],macro:[48,73,92],made:[2,33,38,47,88],mai:[2,8,9,30,31,42,46,62,68,69,70,71,72,76,82,83,93,94,97,99,101,113],main:[2,4,21,47,51,62,65,72,85,96,99,101],main_program:[18,21,22,42],mainli:[39,79,82,92,107],mainlin:85,maintain:[8,31,37,63,67,72,101,116],majel:32,major:[46,69,111,118,119],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,59,60,63,64,67,68,69,72,74,79,80,82,89,90,91,92,96,97,99,101,111,112,113,115,120],make_ddim:93,make_function_oper:48,make_vari:78,maker:[72,73],malloc:[79,91],man:44,manag:[23,28,33,38,39,45,69,76,79,85,94],mandarin:8,mandatori:112,mani:[9,15,32,37,47,49,60,64,67,72,73,76,77,78,80,89,107,120],manili:51,manipul:[47,67,73,100,112],manner:[8,63,74],manual:[61,63,69,73,100,111,112,115],manufactur:47,manylinux1:85,manylinux1_x86_64:[75,85],map:[2,7,8,13,28,29,31,37,67,73,76,78,79,80,89,107,115,119],map_fn:80,map_read:13,mapper:13,mapreduc:[29,99],mark:[2,49,50,59,60,70,76,88,96,115],market:46,mask:[6,8,21],master:[29,40,72,75,107,113],mastermind:32,mat:[57,58],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[8,21,32,46,85,97],matchbox:115,math:[9,55,57,72,90,91,92,97],mathemat:74,matirx:8,matmul:[31,51,59,80,92],matric:[4,88,91],matrix:[7,8,9,13,21,28,36,57,58,91,92,106,109,112,119],matrixptr:91,matrixtyp:58,matter:2,mattyp:36,matur:99,max:[2,6,8,13,14,21,22,30,67,97,107,109,120],max_diff:30,max_id:[8,28,120],max_job_id:14,max_length:[8,60,88],max_movie_id:14,max_relative_error:[30,92],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:[7,120],maxid_evalu:7,maxid_lay:120,maxim:8,maximum:[7,8,14,31,38,88,92,97,107,120],maxinum:11,maxoutfunctor:79,maxpool:8,mayb:31,md5:[14,34],mean:[2,6,7,8,9,10,11,13,15,20,28,32,43,51,60,66,68,69,76,83,88,89,92,96,97,98,101,107,109,115,117,118,119,120],mean_meta:119,mean_meta_224:119,mean_valu:119,mean_var_nam:8,meant:80,measur:[42,97],mechan:[8,9,39,42,67,73,88,101],mem:[8,31,41,60],mem_per_p:71,mem_per_train:71,member:[8,14,29,50,51,64,67,76,92],memcpi:[64,97],memor:8,memori:[1,2,9,31,36,37,41,46,55,56,60,63,72,88,89,90,91,93,97,98,102,107,109,120],memory_boot:9,memory_nam:8,memory_test:89,memory_threshold_on_load_data:107,memoryalloc:79,mention:[21,32,37,47,59,62,63,69,70,89],mere:9,merg:[8,18,38,40,42,55,59,62,64,90,94,107,112,117],mergedict:117,messag:[31,43,47,50,56,65,66,67,72,73,77,81,90,102,107],meta:[119,120],metaclass:92,metadata:[44,101,102],metal:115,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,61,62,67,68,70,72,76,77,80,83,85,91,92,93,94,96,97,107,109,120],methodolog:63,metric:[18,42],microarchitectur:46,might:[8,31,32,47,65,70,89,90,91,96,101,111],mileag:97,million:[14,109],min:[6,8,67,97,101,109],min_block:31,min_count:70,min_desc:31,min_pool_s:2,min_word_freq:14,mind:96,mini:[2,8,13,18,28,31,33,42,43,47,52,59],mini_batch:68,minibatch:[8,21,31,42,50,52,65],minim:[2,23,31,47,49,61,70,72,98,107,111,112,113],minimum:[8,111,112],minimun:107,minsizerel:[111,112,113],minst:2,minu:73,minus_grad:73,minusgradop:73,minusop:73,minusopgradmak:73,minusopprotoandcheckermak:73,minut:[33,40,83,89,101],mirror:[32,83],mislead:38,miss:[49,107,117],mistak:47,mit:101,mix:[9,80,88],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:96,mkdir:[45,82,94,101,103],mkl:[47,72,79,82,83],mkldevicecontext:79,mkldnn:[8,55],mkldnn_:55,mkldnn_batch_norm:8,mkldnnactiv:55,mkldnnbase:55,mkldnnlayer:55,mkldnnmatrix:55,mkldnnplace:79,mkldnnstream:55,mkldnntester:55,mklml:55,mklpack:54,mklpackedgatedrecurrentlay:54,mklpackedgemm:54,mklpackedlstmlay:54,mklpackedrecurrentlay:54,mlp:51,mlr:20,mnist:[2,4,35,49,50,65,68,69,71,72,96],mnist_provid:2,mnist_random_image_batch_read:68,mnist_train:[2,68],mnist_train_batch_read:68,mobil:[46,47,72,94,110],mod:99,mode:[8,25,28,46,54,62,90,107,118,119],model:[0,1,4,8,9,14,28,31,33,34,42,50,54,61,62,63,69,70,71,72,74,80,86,90,91,94,95,99,101,107,116],model_config:[4,118],model_list:[107,109],model_path:109,model_zoo:[117,119],modif:84,modifi:[4,8,46,51,69,74,88,91,92,99,100,101],modul:[1,2,4,9,14,28,48,49,60,69,80,92,96,119,120],modular:60,modulo:8,moment:[23,96],momentum:[6,21,23,76,120],momentumop:96,mon:102,monitor:120,mono:8,month:[32,120],more:[1,2,4,7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,59,60,61,67,68,69,70,72,74,80,82,83,86,88,89,91,92,93,94,96,97,98,99,102,109,113,115,120],most:[2,4,8,13,21,28,29,32,40,50,51,60,63,68,69,74,79,85,88,91,96,97,98,106,115],mostli:[46,115],motiv:72,mount:[41,83,99,101,102],mountpath:[101,102],move:[8,33,37,45,47,63,83,97,101,115],movement:97,movi:[2,14],movidiu:47,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[62,103],mpirun:103,mse:[47,50,61,65],msra:20,much:[8,33,47,61,68,74,80,97],mul:[48,67,71,91,92],mul_grad:92,mul_op:[21,92],mul_ratio:8,mul_result:67,mulgradkernel:92,mulkernel:92,mulop:[48,92],mulopgrad:92,mulopmak:92,multi:[8,42,62,64,91,96,100,106,107,115,119],multi_binary_label_cross_entropi:8,multi_crop:119,multigradientmachin:64,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,62,69,70,71,72,81,88,91,92,96,99,101,107,109,118,120],multiple_input:67,multiple_param_attr:67,multipli:[7,8,91],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,21,38,56,66,67,68,72,78,88,91,92,93,99,101,107,109,111,113],mutabl:[79,93],mutable_data:[79,92,93],mutuable_data:[79,93],mxnet:[31,47],my_cluster_nam:101,my_external_dns_nam:101,my_lib:99,mypaddl:102,name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,55,56,58,60,65,67,71,72,75,77,78,80,81,83,85,86,88,89,91,92,97,98,99,102,104,105,107,109,112,115,117,118,119,120],name_prefix:35,namespac:[31,52,57,67,91,92,102],nativ:[8,46,90],natur:[37,40,60,70,80,109],navig:94,ncall:96,nccl1:62,nccl2:62,ncclinit:62,nchw:[8,21,55],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:111,nearest:[46,120],nearli:30,necess:80,necessari:[2,8,31,38,40,42,56,60,64,67,78,80,91,103,120],necessarili:91,neck:62,need:[2,7,8,9,13,20,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,60,61,62,63,64,66,67,69,70,71,72,73,74,76,77,78,79,80,82,83,84,85,86,88,91,92,93,94,99,101,102,106,107,109,111,112,113,115,118,119,120],neg:[2,7,8,120],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:62,neighbor:120,neon:[46,111,113],ner:7,nerual:21,nervana:47,nest:[2,8,13,31,65],net:[8,9,16,31,49,59,76],net_diagram:119,netop:[31,72],network:[1,2,4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,54,55,59,61,63,68,69,70,74,76,78,79,81,86,91,92,93,97,99,107,115,117],network_config:109,networkadministr:101,neural:[2,4,8,9,13,20,28,29,31,33,51,54,55,59,63,69,74,76,79,81,86,93,97,99,107,117,118,119],neuralnetwork:64,neuron:[4,21,91,120],never:[13,68,76,101,102],new_block_idx:67,new_stat:59,newblock:67,newer:111,newest:38,newli:[46,112,115],newop:31,newopdesc:67,newprogram:67,newremot:69,newvardesc:67,next:[8,14,33,39,60,62,80,88,91,92,96,97,101,102,107],nextlay:55,nfs4:101,nfs:101,nfsver:101,ngram:14,nic:[106,107],nil:37,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:91,no_cach:2,no_grad_set:[23,30,92],no_sequ:[2,8],node1ip:103,node2ip:103,node3ip:103,node:[8,32,40,51,60,62,69,70,71,72,81,89,91,99,100,101,102,103,107,115],node_0:101,node_1:101,node_2:101,node_id:99,nodeattr:51,nodeentri:51,nodefil:100,nodesep:51,nohup:99,nois:[8,33,49,99,118],noise_dim:118,noisi:[8,49],non:[8,21,33,46,47,77,91,92,101,107],none:[1,2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,59,60,61,65,67,71,78,80,88,98,119,120],nonlinear:[20,91],nor:89,norm:[9,49,118],norm_by_tim:8,normal:[2,4,8,9,14,20,63,88,91,99,102,107,117,118,119],normzal:119,notat:8,note:[2,4,6,8,9,11,15,18,28,29,31,36,37,41,56,62,68,72,79,82,83,92,93,94,97,99,101,107,109,112,117],notebook:[41,83],noteworthi:47,noth:[5,28,67,76,89,107],notic:[47,62,73,88,90,91],notif:90,notingradi:92,notion:80,notori:30,now:[2,13,32,33,49,56,63,70,72,73,74,76,101,107,112,118],np_arrai:13,nproc:89,nullptr:[73,76,91],num:[8,9,99,107,120],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,51],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[99,106,107],num_group:8,num_hidden:51,num_input:90,num_neg_sampl:8,num_p:[69,71],num_parameter_serv:29,num_pass:[28,102,106,107,109,120],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:77,num_shard:35,num_step:80,num_train:[69,71],number:[2,7,8,9,13,14,15,21,31,33,35,42,63,68,70,72,78,80,89,91,96,99,101,107,117,119,120],numchunktyp:7,numdevices_:109,numer:[8,92],numeric_grad:30,numerical_grad:30,numlogicaldevices_:109,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,67,68,82,92,118,119],numreal:36,numsampl:97,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:89,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,62,79,83,89,97,107],nvlink:62,obei:7,obj:[2,119,120],object:[2,4,6,8,9,13,28,29,36,42,49,51,57,61,67,71,72,74,76,93,97,118,119,120],observ:[8,91,97],obtain:[40,63,120],obvious:[32,96],occupi:46,occur:[14,28],occurr:31,oct:102,odd:8,off:[58,82,83,89,99,111,112,113,115],offer:[4,31,71,72,78],offici:[8,32,90,94,101,111],offlin:[33,35,115],offset:[8,36],often:[8,36,51,90,96,99,120],ograd:91,old:[30,38,40,60,72,107],older:[47,111],omega:74,omit:120,omp_num_thread:96,ompi_comm_world_rank:99,on_init:2,onc:[2,8,33,37,42,47,50,63,69,70,90,91,94,101,120],one:[2,5,7,8,9,11,13,20,23,26,28,29,30,31,33,36,37,38,40,41,42,46,47,48,49,51,53,56,59,60,61,62,63,64,65,66,67,68,69,71,72,73,76,77,79,80,83,89,90,91,92,98,100,101,102,103,107,109,115,117,118,119,120],onehotcrossentropyopkernel:92,ones:[48,49,72,90,92],onli:[1,2,4,7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,59,60,61,62,64,67,69,70,71,72,77,78,79,80,82,84,85,88,89,91,92,93,94,97,101,102,106,107,109,112,115,117,119,120],onlin:[8,10,33,35,68],only_cpu:30,onnx:47,onto:[21,69,70,101,103],op_:92,op_check:92,op_class:[72,78],op_desc:[53,66],op_info:98,op_maker_class:[72,78],op_proto:78,op_registri:98,op_test:92,op_typ:[72,92],opattrcheck:92,opcreat:78,opdesc:[31,50,65,66,67,72,73,78,81],opdescbind:[53,73],opdescbuild:31,open:[2,8,15,29,35,47,49,55,68,90,96,99,101,119,120],openbla:[82,83,111],opencv:15,openmp:96,openmpi:99,opensourc:62,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,59,60,61,62,66,69,71,74,76,79,81,88,90,91,93,97,98,101,107,111,117],operand:46,operator_grad:30,operatorbas:[31,48,72,73,78,92],operatorwithkernel:92,opinfo:[53,72,73],opinfomak:53,opinfomap:73,opkernel:93,opkernelkei:72,opmak:78,opproto:92,opprotoandcheckermak:[73,92],opprotomak:[78,92],opregist:78,opregistri:78,ops:[23,30,31,32,50,51,63,65,66,67,72,79,92,115],ops_:31,ops_test:32,opt:[29,61,66,71,78,82],opt_op_list:61,optest:92,optestmeta:92,optim:[2,6,16,27,28,30,49,62,63,64,65,69,70,71,72,74,77,91,96,97,98,99,111,113],optimis:61,optimize_op_attr:67,option:[2,7,8,18,21,25,29,32,49,56,65,66,67,72,77,78,81,89,91,96,99,100,109,111,112,115],optmization_op_list:61,opts_np:66,optyp:[53,78],opwithkernel:77,order:[2,8,9,13,15,28,50,56,68,74,80,82,91,96,99,101,102,107,115,118,119,120],ordereddict:28,oregon:101,org:[7,8,9,14,20,35,44,49,83,118],organ:[7,8],orient:78,origin:[1,2,8,9,13,14,21,30,46,49,76,80,90,93,118],other:[2,7,8,9,13,21,23,31,33,38,45,46,47,53,59,63,66,74,76,78,79,82,88,89,90,96,98,99,101,102,109,111,112,113,115,117,118,119,120],otherchunktyp:7,otherwis:[1,8,13,14,15,21,28,29,33,38,40,49,53,68,88,90,100,109],our:[29,32,49,53,62,63,69,70,76,80,82,85,88,89,90,91,96,101,102,111,117,120],out:[8,21,28,29,31,32,37,40,47,51,59,60,67,69,86,88,92,93,96,97,101,102,103,107],out_dir:101,out_left:8,out_mem:88,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:8,outgrad_:55,outlier:8,outlin:108,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[4,5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,56,59,60,63,65,66,67,68,69,70,72,73,76,77,78,79,80,82,88,89,90,91,92,93,96,97,99,102,107,109,111,117,118,119,120],output_:[8,55,91],output_all_step:59,output_dim_idx:21,output_dir:119,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,86,119],output_max_index:11,output_mem:[8,88],output_mod:25,output_nam:30,output_num:59,output_path:35,output_s:21,output_seg:80,outputbuff:36,outputgradi:73,outputh:8,outputw:8,outsid:[2,8,9,69,76],outter_kwarg:2,outupt:80,outv:91,outval_:55,over:[1,8,9,28,29,47,62,63,80,90,91,97,120],overal:[49,63,90,115],overfit:[21,74],overhead:97,overlap:[7,8,91],overlap_threshold:[7,8],overload:46,overrid:[31,33,45,71,79,91,92,93],overview:[37,38,39,79],overwhelm:90,overwrit:[45,99],own:[8,38,40,43,51,53,61,62,63,69,71,74,78,92,99,100,101,111,112],owner:[89,90],paam:15,pack:[80,111],packag:[2,13,14,37,41,48,55,75,82,83,90,92,96,101],pad:[9,21,120],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,54,55,56,57,58,59,60,64,65,69,71,72,74,78,79,80,82,83,85,86,88,89,90,91,92,94,96,97,98,99,100,101,103,107,109,111,115,118,120],paddle_begin_init_param:38,paddle_dir:92,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:31,paddle_enforce_eq:[92,93],paddle_error:[57,58],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:99,paddle_init_param:38,paddle_init_port:99,paddle_init_ports_num:99,paddle_init_ports_num_for_spars:99,paddle_init_pserv:99,paddle_init_trainer_count:99,paddle_init_trainer_id:99,paddle_init_use_gpu:99,paddle_job:41,paddle_manylinux_devel:82,paddle_matrix:[57,58],paddle_matrix_cr:58,paddle_matrix_get_shap:57,paddle_matrix_shap:57,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:102,paddle_paramet:38,paddle_pserver2:100,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:117,paddle_save_model:38,paddle_send_grad:38,paddle_source_root:117,paddle_train:[58,75,100],paddledev:[101,102],paddlepaddl:[1,2,4,8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,56,59,60,61,64,67,68,71,72,76,80,81,84,86,88,89,90,91,92,95,96,97,100,103,104,105,114,115,116,119,120],paddlepaddlebook:83,paddlepadl:2,paddpepaddl:2,page:[90,101],pain:71,pair:[7,8,23,25,31,50,61,69,72],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:117,paper:[8,20,49,117,118,119],para:36,paraconvert:117,paradigm:[43,72],paragraph:59,paragraph_data:59,paragraph_out:59,parallel:[62,69,70,72,89,97,99,101,102,107,109],parallel_nn:[6,106,107],param:[6,8,9,13,23,30,31,38,64,67,79,93],param_attr:[8,9,21,22,36,67,88],param_config_proto:38,param_initi:21,paramattr:[6,8,16,88],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,23,25,27,30,31,32,34,36,40,43,45,47,49,50,51,53,56,59,61,62,65,68,69,76,78,80,82,86,90,91,93,95,98,100,109,112,118,120],parameter_block_s:[106,107],parameter_block_size_for_spars:[106,107],parameter_learning_r:6,parameter_list:[23,61],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient_:36,parametermap:91,parametermutex_:36,parameters_:91,parameters_and_grad:[23,61],parameterserver2:36,parameterset:29,parameterupdat:64,parameterupdater_:36,parametr:8,params_grad:61,paramt:[101,117],paraphrase_data:117,paraphrase_model:117,paraspars:91,parent:[31,65,67,72,91],parent_:[31,76],parent_idx:67,parenthes:72,pars:[4,13,14,32,51,89,101,109,118],parse_config:[4,118],parser:13,part:[2,7,8,31,40,47,56,65,67,69,79,88,91,96,97,99,115,118,120],parti:[89,97,111,112,113],partial:[8,28,118],partial_sum:8,particip:92,participl:117,particular:[50,56,72,97],particularli:20,partit:[33,35,69,70,72,99,101],pass:[2,8,13,18,21,26,28,31,33,42,47,49,56,61,63,64,66,67,68,72,74,76,80,90,91,97,99,100,101,102,107,118,120],pass_gener:8,pass_id:28,pass_idx:68,pass_test:118,passtyp:91,password:103,past:[29,83,86,101],patch:44,path:[1,2,7,13,14,15,28,33,37,38,41,60,68,82,83,99,101,102,107,109,111,112,113,117,119,120],path_to_paddlepaddle_working_directori:94,pattern:[14,33,57,63,74,101],paus:[33,40],pcie:62,pdf:9,peer:62,pem:[29,35,101],pend:[33,37],peopl:89,pep425tag:85,pep8:90,per:[7,8,14,15,33,38,62,63,68,74,92,107,120],percal:96,perf_test:96,perfom:[107,109],perform:[1,8,9,20,21,30,38,42,46,47,49,62,64,68,69,72,74,79,88,89,91,92,95,99,106,111,112,113,118,120],perftool:96,period:[1,33,40,71,107,120],permiss:101,permut:21,peroid:[8,15],persist:[43,77,81,101],persistentvolum:101,persistentvolumeclaim:101,person:[7,29],perspect:[72,97],perturb:[30,91],peter:71,pex:115,pfs:[35,45,71],pfsclient:35,pfspath:45,pgp:101,phase:[21,60,62,63,68,73,115],philosophi:[63,74],photo:49,physic:[112,115],pick:[2,101,112],pickl:[99,103],pictur:[62,120],piec:[8,9,93],pil:[15,99],pillow:41,ping:90,pip:[75,82,84,86,90,94,96],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,21,33,40,43,62,69,70,72,91,93,97,98,119],place_:79,placehold:[49,79,93,117],placement:70,plain:[1,7,8,13,41,56,58],plan:[33,72,91,111],platform:[31,79,85,90,92,93,98,101,111,112,113],pleas:[2,4,6,8,9,10,15,29,33,37,38,39,51,59,67,68,71,72,79,81,82,83,85,88,89,90,91,92,93,94,96,99,101,111,112,113,116,117,120],plot:29,plu:[8,30],plug:[62,63],pne:92,png:119,pnpairvalidationlay:107,pnpairvalidationpredict_fil:106,pod:[35,41,101,102],pod_nam:101,point:[31,33,41,46,62,71,79,89,90,92,93,96,97,111,115],pointer:[31,38,47,51,67,72,76,79,93],polar:14,polici:[79,101],pollut:40,polyak:63,ponit:51,pool3:91,pool:[2,9,21,27,120],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,21],pool_siz:[2,8,9,21,22],pool_size_i:8,pool_strid:[9,21,22],pool_typ:[8,9,21,22],pooled_height:8,pooled_width:8,pooling_lay:[9,120],pooling_typ:[8,120],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51,119],port:[32,96,99,101,102,106,107],port_num:106,portabl:51,portal:94,ports_num:[99,107],ports_num_for_spars:[36,99,106,107,109],pose:33,posit:[2,7,8,9,120],positive_label:7,possibl:[29,31,37,67,70,74,97,118],post:[41,44],postpon:74,potenti:[46,97],power:[46,62,93,115,120],ppo_workspac:94,pprof:96,practic:[88,91],pre:[2,8,9,14,29,38,82,90,101,102,111,113,117],pre_activ:67,pre_bia:67,pre_dictandmodel:117,pre_stat:[59,80],preambl:67,precis:[7,42,46,63,82],precision_evalu:7,precompil:43,pred:[51,120],predetermin:[8,107],predic:14,predict:[2,3,7,8,28,69,74,86,88,107,117,120],predict_fil:107,predict_lay:28,predict_output_dir:[106,107,120],predict_sampl:4,predicted_label_id:120,prediction1:28,prediction2:28,prefer:47,prefetch:[36,91],prefix:[7,9,33,35,60,101],pregrad:91,premodel:117,prepand:67,prepar:[4,30,41,64,88,104,120],prepend:67,prepend_oper:67,preprocess:[14,15,80,102],present:[29,31,80,119],preserv:45,press:20,prev_batch_st:[106,107],prevent:[1,10,21,29,33,37,40,74,96],preview:[72,94],previou:[8,9,28,33,45,59,60,70,91,96,101,107],previous:[8,102,119],previous_memori:31,price:[14,72,86],primari:[47,50],primarili:[63,74],primer:90,primit:[46,55,62,80],principl:[29,32],print:[6,28,29,47,51,69,85,86,96,103,107,117,120],print_graphviz:51,print_s3_bucket:13,printallstatu:97,printer:7,printstatu:97,priorbox:8,prioriti:72,prite:7,privat:[31,58,67,76,77,78,79,80,90,93],privileg:[89,101],pro:62,prob:[7,28,86,118],probabilist:[8,117],probability_of_label_0:120,probability_of_label_1:120,probabl:[7,8,21,28,60,83,88,90,119,120],problem:[4,8,29,30,32,40,47,49,50,63,72,74,85,89,120],proc:83,proc_from_raw_data:120,proce:[13,33,68,83,101],procedur:[31,56,93,112,117],proceed:20,process:[1,2,4,6,8,9,13,29,31,35,36,37,40,42,43,47,51,55,56,62,69,74,78,88,90,96,99,100,101,102,107,109,117,119,120],process_num:13,process_pr:120,processdata:119,processor:[46,97],produc:[8,9,13,33,47,51,68,119,120],product:[8,9,21,41,47,91,101,120],productgraph:102,prof:96,profil:[16,45],proflier:97,program:[1,13,18,20,21,25,29,35,38,40,43,50,52,61,62,68,69,71,72,76,96,97,100,107],programdesc:[43,47,56,66,67,71,73],programm:[47,67,69],progress:[33,37,107],proivid:2,proj:8,project:[8,9,41,58,88,91,92],promis:[8,9,60],prompt:[45,47],prone:29,propag:[8,10,47,63,92,107,109],proper:99,properli:[89,120],properti:[2,51,74,107],propos:[31,47,60,61,62,63,70,80],proprietari:55,protect:[46,78,91,92],proto:[11,56,65,72,78,81,92],proto_:78,protobuf:[28,31,41,43,47,50,51,56,65,67,72,73,78],protoc:[111,113],protocol:[7,98,107,115],prove:120,provi:99,provid:[8,14,29,31,38,41,42,43,46,47,49,51,53,62,63,67,71,74,78,79,80,83,86,93,96,97,99,100,101,111,112,115,117,118,119],providermemory_threshold_on_load_data:106,provis:[101,115],provod:2,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,72,99,101,106,107],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,106,107],pserver_spec:28,pserverstart_pserv:106,pseudo:[29,41,73,80],pseudocod:80,psize:91,ptr:[58,79],pub:103,pull:[32,72,75,90,117],purchas:120,purpos:[8,33,69,70,97],push:[31,43,47,90],push_back:91,put:[32,33,36,67,70,79,91,102,111,120],pvc:101,pwd:[82,83,89,94,111],pxe:115,py_paddl:[4,118],pybind:[31,46],pydataprovid:[1,2,120],pydataprovider2:[3,4,120],pypi:85,pyramid:8,pyramid_height:8,python2:96,python3:85,python:[1,2,3,13,21,28,29,31,39,42,43,47,48,49,50,51,57,60,64,72,75,79,80,82,83,85,86,88,89,90,94,98,99,103,117,118],pytorch:47,qualcomm:46,qualiti:120,queri:[7,8,101],query_id:7,question:[8,29,70,78,101],queue:70,quick:[51,102,107],quick_start:[41,101,102,104,120],quick_start_data:102,quickli:[60,67,72],quickstart:102,quit:[60,97],r14b:111,r_t:8,rais:[13,51,99],rajathkmp:49,ran:[70,97],rand:[49,97,107,109,118],random:[2,6,8,13,20,21,35,49,64,67,68,92,99,107,118],random_crop:15,random_imag:35,randomli:[15,21,40],randomnumberse:106,rang:[2,8,13,20,35,46,49,68,69,71,78,90,107,109],rank0:62,rank1:62,rank:[8,21,29,80,93,101,119,120],rank_tabl:21,rankdir:51,ranktabl:21,rapid:73,rare:2,raspberri:114,raspberry_pi:113,raspberrypi:113,raspbian:113,rate:[6,7,8,9,10,14,38,91,120],rather:[4,41,49,80,101],ratio:[8,107],raw:[8,13,56,120],rdma:107,rdma_tcp:[106,107],reach:[33,62,97],read:[1,2,13,15,21,28,29,33,35,47,68,69,70,72,80,83,88,89,94,99,101,111,115,119,120],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_ranking_model_data:29,readabl:[72,96],reader:[0,14,28,35,46,49,50,65,69,71,96,99],reader_cr:35,reader_creator_bool:68,reader_creator_random_imag:[13,68],reader_creator_random_image_and_label:[13,68],readi:[33,101,102,115],readlockguard:36,readm:58,readonesamplefromfil:2,readwritebuffer_:36,readwritemani:101,real:[2,8,21,36,49,68,99,118],realist:29,realiz:[31,59],realli:[47,74],reason:[9,29,30,33,47,90,102],recal:7,receiv:[13,33,41,59,70],recent:63,reciev:107,recognit:[2,8,119],recommand:2,recommend:[1,9,29,82,83,84,88,90,91,94,99,100,107,111],recompil:97,record:[13,37,78,101],recordio:[13,14,29,35,37,69,71],recov:[33,80,118],recover:72,recoveri:37,rectifi:[8,20],recurr:[54,59,76],recurrent_group:[9,88],recurrent_lay:9,recurrent_op:80,recurrentgradientmachin:[58,60,80],recurrentgroup:7,recurrentlay:[54,107],recurs:[31,32,45,72],recv:[62,69,70,101],recvparametertyp:36,red:[49,96],redirect:13,reduc:[8,21,46,62,70,72,83,90,96,100,107,109],reduce_by_kei:72,reduce_mean:49,refactor:[50,60,63,64,67,69,70,74,80],refer:[1,4,6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,59,62,65,67,72,74,76,79,80,81,82,83,88,89,91,92,93,102,111,112,117,120],referenc:[8,37],reflect:37,reformat:90,refrain:92,reg:78,regard:115,region:[8,76,97],regist:[73,79,91,97],register_gpu_profil:97,register_lay:91,register_op:[48,72,73,78,92],register_op_cpu_kernel:[79,92],register_op_cuda_kernel:[79,92],register_op_without_gradi:[72,92],register_oper:[53,73],register_tim:36,register_timer_info:97,registerop:78,registr:[92,98],registri:[41,53,79,102,115],regress:8,regular:[6,16,21,23,91,101,120],regularization_coeff:26,reinforc:71,rel:[1,9,30,40,74,92,111],relat:[2,33,40,41,46,76,90,96,102,112,113,115],relationship:[73,79,118],releas:[71,75,101,111,112,113],relev:92,reli:[30,60,61,63,74,92,96],reliabl:[33,74],relu1:51,relu2:51,relu:[8,49,51,91],relwithdebinfo:96,remain:[80,120],rememb:[8,90],remot:[6,32,36,72,90,91,101,107,109],remote_ess:71,remote_sess:71,remoteparameterupdat:[36,39,107],remov:[13,45,47,60,90,107,111,112],ren:20,renam:[45,46,85],reorgan:8,repeat:[31,50,65,66,77,78,81,96],repeatedli:50,replac:[32,37,53,63,71,73],repli:90,replic:69,replicaset:41,repo:[32,90,94,113],report:[37,46,47,69,97],reportdataset:37,repositori:[8,94,111],repres:[2,4,8,9,21,31,37,47,51,56,60,63,67,70,71,72,74,77,79,80,81,88,91,101,120],represent:[8,38,49,50,60,69,77,120],reproduc:89,request:[32,33,36,40,69,72,75,90,101,102,115,117],requir:[1,7,8,23,29,33,38,40,41,45,46,51,55,59,63,65,66,69,70,72,74,77,78,81,85,89,90,91,92,94,99,101,102,111,113,115,118,120],res5_3_branch2c_bn:119,res5_3_branch2c_conv:119,research:[14,47,69],reserv:[2,45],reserveoutput:91,reset:[8,18,33,42],reset_program:[18,42],resetingrad:55,resetinvalu:55,resetoutgrad:55,resetoutvalu:55,resetxxx:55,reshap:[30,68,93],reshape_s:8,resid:89,residu:119,resiz:[15,36,79,92,93],resize_s:15,resize_short:15,resnet_101:119,resnet_152:119,resnet_50:119,resolv:[32,90,102],resourc:[43,62,71,79,101],respect:[2,30,46,49,59,88,91,107,119],respons:[8,36,42,49,62,63,64,74,101,102],rest:[2,8,31,41,44,115],restart:[33,38,101,102,115],restartpolici:[101,102],restor:[30,63],restrict:[74,76,96,107],result:[4,5,7,8,21,25,28,30,37,42,49,50,51,56,60,61,62,64,69,92,93,96,97,98,101,107,119,120],result_fil:7,resum:40,ret:13,retain:93,retran:101,retriev:[31,60,76,89,91,96,102],retriv:99,return_op_list:23,return_seq:9,reuqest:75,reus:[31,40,60,68,72,91,92],rev:89,revamp:69,reveal:[29,96],revers:[8,9,88],review:[14,102,120],reviews_electronics_5:102,revis:120,rewrit:[32,92],rgb:[8,15],rho:10,rid:47,right:[2,8,30,31,32,41,42,72,74,90,119],ring:62,rkt:[41,89],rmsprop:[63,120],rmspropoptim:63,rnn:[8,9,31,47,49,60,67,72,76,95,106,120],rnn_bias_attr:88,rnn_layer_attr:88,rnn_out:88,rnn_output:80,rnn_step:8,rnn_use_batch:[54,106,107],rnnalgorithm:60,rnnlm:14,rnnstep:80,roadmap:80,robust:[8,20],roi:8,role:[14,29,37,38,62,69,101],rollback:67,root:[10,11,62,101,102,112],rot:8,roughli:[2,118],round:[46,62],routin:[46,55,62],row:[4,7,8,13,21,36,91,119],row_id:8,rows_:77,rpc:37,rpcserver:37,rpi:113,rpi_arm_neon:113,rpi_toolchain:113,rsize:101,rtk:115,rtype:[8,13],rule:[7,47,50,69,91,101],run:[29,30,31,32,33,41,42,43,46,47,48,49,50,51,59,61,62,63,65,66,69,70,71,72,76,77,79,84,85,86,89,90,91,93,94,96,97,99,100,101,103,104,105,107,111,112,113,115,117,119,120],run_test:82,runinitfunct:97,runnabl:70,running_on_cloud:41,runserv:94,runtim:[1,2,25,31,53,59,71,72,81,83,100,111],runtime_table_:31,s_param:118,s_recurrent_group:88,sacrif:1,safe:41,sai:[8,50,52,68,69,89,107,109],said:47,sake:91,same:[2,4,7,8,9,20,21,28,29,30,37,38,40,48,49,51,59,60,62,67,69,71,72,73,76,80,82,88,92,93,100,101,109,117,120],samping_id:8,sampl:[2,4,7,13,14,42,49,78,83,99,100,107,109,117,118,119,120],sample_dim:118,sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,77,85,101,120],save:[2,8,13,28,33,35,37,38,41,50,51,56,63,69,77,81,89,99,101,102,107,109,119,120],save_dir:[102,107,109,118,120],save_only_on:[106,107],save_parameter_to_tar:28,saving_period:[106,107],saving_period_by_batch:[106,107,109,120],saw:2,scalabl:72,scalar:[2,8,21,31,52,80],scale:[5,20,63,69,70,73,78,92,99,119],scaleop:92,scaleopmak:[72,92],scalingproject:8,scan:[37,72],scatter:[8,62],scenario:[60,106],scene:106,schdule:101,schedul:[37,41,70,101,118],scheduler_factor:6,schema:117,scheme:[7,10,36,74,92],scope:[30,43,71,98],score:[7,8,21,60],scp:103,scrip:120,script:[4,14,62,82,89,92,99,100,101,103,111,119,120],sdk:112,search:[8,33,76,82,88,107],second:[2,8,21,29,45,47,49,51,59,60,65,66,68,76,78,92,100,117,119,120],secret:101,section:[2,47,67,70,88,90,91,96,101,120],see:[2,4,8,9,29,33,46,47,67,71,90,92,93,96,97,101,117,118,119,120],seed:[20,21,97,107],seem:[32,46,47,85],seen:[74,92],segment:[7,59,80,93],segmentor:117,sel_fc:8,selcet:8,select:[8,60,101],selected_generation_scor:60,selected_id:[8,60],selected_indic:8,selected_row:[77,81],selected_rows_desc:[77,81],selected_scor:60,selectedrow:[53,81],selectiv:8,selector:102,self:[30,42,49,51,55,56,61,67,80,91,92],selfnorm:8,semant:[14,29,60,75],semat:29,send:[33,38,62,69,70,72,78,81,90,99,101,107],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[63,74,90,96],sensit:8,sent:[29,38,69,72,78,102],sentenc:[2,8,14,47,59,60,80,88,120],sentence_input:80,sentiment:[2,120],sentimental_provid:2,separ:[2,7,25,38,48,63,69,73,74,99,107,117,120],seper:80,seq:[8,14],seq_len:80,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:117,seq_typ:[2,13],seqenc:21,seqtext_evalu:7,seqtoseq:[8,117],seqtoseq_net:[8,117],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,54,61,65,80,90,91,117,120],sequence_conv_pool:120,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,31,88,120],seri:[9,85],serial:[2,28,31,37,56,64,72,81],serializ:72,serv:[46,69,72,80,83,97,99,101,118],server:[29,32,36,39,40,47,62,69,72,82,91,100,106,115],serverless:33,servic:[96,99,115],sess:[49,51,61,71],session:[51,61,66,97],set:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,59,60,66,67,72,73,76,79,80,82,88,89,90,91,92,93,94,95,96,97,99,100,101,102,106,107,109,112,113,117,119,120],set_active_typ:91,set_default_parameter_nam:6,set_drop_r:91,set_float_el:30,set_input:8,set_siz:91,set_typ:91,setdatatyp:77,setdefault:92,setp:101,setq:89,settup:91,setup:[2,63,69,75,91,92,115,120],sever:[2,7,8,30,36,49,59,60,62,64,67,77,80,82,99,100,101,109,120],sexstant:115,sgd:[23,28,29,33,41,63,64,69,70,71,77,98,99,118],sgd_optim:98,sgdasync_count:106,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,59,65,67,71,72,77,79,92,93,98,119],shard:[33,34,35,36,37,38,40,69,70,99,101],share:[8,21,32,49,58,64,67,72,74,79,80,89,92,97,102,107],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[57,58,76,79,93],shell:[83,101,119],shift:[8,119],shorten:8,shorter:[15,119],should:[2,4,6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,59,60,61,63,64,65,68,69,72,73,74,77,78,80,81,86,88,92,94,100,101,111,120],should_be_fals:29,should_be_tru:29,should_shuffl:2,show:[4,7,10,31,33,45,47,52,56,59,62,63,65,80,85,89,93,99,101,102,107,117,119,120],show_check_sparse_distribution_log:[106,107],show_layer_stat:[106,107],show_parameter_stats_period:[102,106,107,109,120],shown:[2,8,29,42,62,69,88,91,93,97,101,118,119,120],shrink:91,shrink_rnn_memori:21,shuffl:[2,13],sid:101,side:[8,28,42,64,93,99,119],sig:101,sigint:100,sigmod:78,sigmod_op:78,sigmod_output:78,sigmoid:[8,22,31,71,78,80,91],sigmoidactiv:9,sign:[44,56,101],signal:100,signatur:101,signific:97,similar:[8,21,31,43,47,60,63,68,69,70,72,74,79,80,92,96,101,115,120],similarli:[8,13,47,92],simpl:[1,2,5,7,8,9,13,14,23,28,46,50,51,59,63,65,70,74,76,78,80,97,107,120],simple_attent:88,simple_gru:[88,120],simple_lstm:[8,120],simple_rnn:[8,88],simple_transform:15,simpler:64,simplest:101,simpli:[1,8,15,29,38,83,86,88,97,117,119],simplifi:[29,60,67,78,91,102],simul:[47,112],simultan:101,sinc:[8,9,33,37,39,40,47,53,63,68,69,71,73,74,80,93,97,101,112,115,118,120],sincer:90,singl:[2,7,9,13,33,42,46,62,69,70,71,72,76,82,86,91,96,99,102,119,120],sinlg:28,sit:69,site:[32,96,101],situat:66,six:117,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,56,60,63,67,68,69,71,77,78,79,80,83,86,88,91,92,93,98,107,111,112,113,118,119,120],size_a:8,size_b:8,size_t:[36,79,80,91],sizeof:[31,117],skip:[68,90,100,101,119],sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slow:[2,97],slowli:[89,96],small:[2,8,14,30,49,55,60,90,91,107],small_messag:[106,107],smaller:[8,21,30,33,46,60,90],smart:76,smooth:8,snap:102,snapdragon:46,snapshot:[34,40,101],snippet:[48,61,88,91,97,101,120],sock:41,sock_recv_buf_s:[106,107],sock_send_buf_s:[106,107],socket:107,softmax:[8,9,29,31,47,51,52,60,65,69,70,71,88,91,117,120],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:120,softmaxoutput:51,softwar:[46,97,115],solid:49,solut:[62,115],solv:[29,72],some:[2,6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,59,60,61,65,66,67,68,70,72,73,76,79,80,90,91,92,93,97,99,101,106,107,109,111,112,113,115,118,120],some_c_api_funct:58,some_inst:58,some_op:[53,59,80],some_python_class:57,somecppclass:57,somedata:28,somegotyp:57,someth:[2,36,67,89,90,96],sometim:[8,68,89,97],someurl:13,somewhat:38,somewher:76,soon:33,sophist:91,sort:[8,14,80,96,101,107],sort_by_length:80,sourc:[8,14,30,32,45,47,49,55,56,58,60,68,72,88,89,96,99,101,102,112,117,120],source_dict_dim:[60,88],source_dict_s:60,source_language_word:[60,88],space:[7,8,46,67,70,74,88,89,97],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,21,36,91,93,99,101,107,120],sparse_binary_vector:[2,13,120],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36],sparse_value_slot:13,sparseparam:91,sparseprefetchrowcpumatrix:91,spatial:8,spatial_scal:8,speak:88,spec:[101,102],specfii:107,special:[8,38,46,53,60,61,69,92,117,120],specialvartypeinfer:53,specif:[1,28,32,33,45,60,72,76,79,89,92,109,111,120],specifi:[1,2,7,8,18,21,29,30,36,37,38,41,42,43,45,49,56,67,69,71,76,78,80,83,88,89,90,91,93,94,96,101,107,111,112,118,119,120],speech:8,speed:[8,9,46,56,62,63,82,115],spefici:119,sphinx:[57,94],split:[2,8,13,40,47,52,60,72,80,99,101,109,117,119,120],split_count:[99,101],sql:1,sqrt:20,squar:[8,10,11,21,51],square_error_cost:98,squarerootnpool:8,srand:107,src:[32,99],src_backward:88,src_embed:[60,88],src_forward:88,src_root:4,src_word_id:[60,88],src_word_vec:60,srl:14,ssd:8,ssh:[101,102,103,113],ssh_server:100,sstabl:29,stabil:[8,30,92],stabl:[75,101],stack:[43,72,80,101,120],stackexchang:8,stage:[32,39,47,49,81,100,111],stale:[33,71],stamp:97,standalon:111,standard:[6,13,20,47,72,74,85,89,96,117],stanford:[14,30,102],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,60,62,64,69,82,83,85,88,89,96,97,100,103,107,110,117],start_mpi_train:103,start_pass:[106,107],start_po:8,start_pserv:107,startup:[21,33,41,47,101],startup_program:[18,21,22,23],stat:[97,107],state:[8,9,18,23,31,33,42,59,60,76,80,88,102,107,118],state_act:[8,9],statement:[47,50,91,101],static_cast:93,staticinput:[8,88],statist:[8,18,20,42,107,120],statset:97,statu:[41,60,97,101,102],status:102,std:[28,32,36,51,53,57,58,66,72,73,76,78,79,91,92,93,107],stdbuf:99,stderr:100,stdout:[13,100],step:[4,8,9,11,23,30,31,33,38,42,47,49,50,54,60,63,64,67,69,70,72,78,80,82,83,88,90,91,96,97,99,101,102,103,111,113,115,120],step_id:80,step_input:80,step_net:31,step_output:80,step_scop:72,stepnet:[31,59,72,76],still:[37,40,47,69,73,85,93,119],stirng:67,stmt1482205552000:101,stmt1482205746000:101,stochast:[10,33,37,40,63,99],stop:[8,89,100,102,107],stop_gradi:21,storag:[44,46,99,101,102],store:[7,8,14,28,30,31,32,36,43,51,53,56,60,64,65,67,69,71,72,73,74,76,80,91,92,93,94,99,101,102,103,107,112,113,117,119,120],str:[15,18,28,41,80,109],straight:[65,68,77],strategi:[2,11,33,67,70,107],stream:[13,79],stream_:79,streamid:25,street:8,strength:118,strict:[68,99],stride:[8,9,21],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[1,2,7,8,13,15,25,28,31,37,45,51,56,65,66,67,71,72,73,76,77,78,81,91,92,101,107],strip:[96,120],strongli:99,struct:[37,38,44,46,53,58,73,78],structur:[31,37,47,49,56,60,65,67,72,77,100,101,117,120],sts:101,stuff:90,stun:2,style:[2,8,72,78,82],sub:[7,8,13,29,40,49,59,62,64,67,69,88,91,111,120],sub_nest_seq:8,sub_sequ:[2,8],subclass:[23,67],subcommand:45,subgradi:10,subgraph:[49,70],submiss:69,submit:[72,94,99,101,106,107],subnet0:101,subnet:[29,101],subobjectpath:102,subsequ:[8,62],subsequenceinput:8,subset:[21,91],substanti:119,succeed:[37,102],success:[8,38,101,102,119],successfulcr:102,successfulli:[92,119],successor:107,sudo:[89,101],suffer:30,suffici:107,suffix:[18,41,85,99],suggest:[8,32,90,97],suit:115,suitabl:[77,107],sum:[8,10,31,34,53,67,88,91],summar:[49,120],sumopgradmak:73,sumpool:8,sun:20,suppli:77,support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,56,60,63,64,66,68,69,70,72,73,74,77,82,83,85,86,88,89,91,92,93,94,97,99,101,107,111,112,113,115],suppos:[9,32,48,77,91,120],suppress:[8,45],sure:[82,89,91,96,101],surpass:[8,20],sutibal:79,svs:78,swagger:44,swap_channel:119,swig:[4,39,57,58,82,111,112],swig_paddl:[4,118],switchop:31,sychron:62,symbol:[8,31,51,58,85],symbols_ready_:31,symbolt:[31,72],symlink:90,sync:[33,63,74,107,118],sync_with_cpp:96,syncflag:91,synchron:[33,37,62,99,101,107],syntax:[43,47,60,68],synthes:118,sys:119,sysroot:111,system:[31,32,33,38,40,44,48,49,55,69,70,82,83,85,92,94,96,99,102,111,120],t2b:117,tab:[85,120],tabl:[2,7,8,21,31,47,53,56,77,81,112,119,120],tablelookup:77,tablelookupgrad:77,tablelookupop:77,tableproject:8,tag:[7,14,83,88,99],tagtyp:7,tail:60,take:[2,4,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,63,65,66,67,68,72,73,79,80,82,88,89,90,91,92,96,97,99,101,102,118],taken:[2,51,69,80],talk:[38,113],tangl:96,tanh:[8,9,21,49,60,69,88,91],tanhactiv:9,tar:[13,15,28,101],tarbal:101,target:[8,14,21,23,28,31,32,43,49,51,61,66,69,71,72,82,88,92,111,112,113,117,120],target_dict_dim:88,target_dict_s:60,target_dictionary_dim:8,target_language_embed:8,target_language_word:88,target_link_librari:32,target_word:60,targetinlink:8,task:[2,7,8,56,60,69,78,88,109,117,119],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,54,79],tcp:[101,107],teach:120,tear:97,technic:33,techniqu:[21,88,91,96],technolog:[47,89],tee:102,tell:[33,37,38,60,78,83,97,111],templat:[48,78,79,92,93,102,115],tempor:[8,120],temporari:[18,41,43,63,67,116],ten:89,tensor:[21,30,32,46,47,49,51,53,56,59,60,70,71,77,80,81,92,98],tensor_array_read:80,tensor_array_s:80,tensor_array_stack:80,tensor_array_unstack:80,tensor_array_writ:80,tensor_data:56,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarraydesc:80,tensordesc:[56,77],tensorflow:[31,47,49,52,69,70,74,80,93],term:[8,9,33,73,74],termin:102,tese:1,tessorarrai:80,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,58,63,68,71,75,86,89,93,97,98,99,103,106,117,119,120],test_:92,test_all_data_in_one_period:102,test_check_grad_ingore_i:92,test_check_grad_ingore_x:92,test_check_grad_norm:92,test_check_output:92,test_data_dir:99,test_fcgrad:91,test_gpuprofil:97,test_layergrad:91,test_list:[2,120],test_mkldnn:55,test_mklpack:54,test_mul_op:[82,92],test_norm:92,test_pass:[106,107,109],test_period:[106,107,109],test_recurrent_op:90,test_wait:[106,107],testa:29,testb:29,testbilinearfwdbwd:97,testcas:92,testconfig:91,testfcgrad:91,testfclay:91,testlayergrad:91,testmodel_list:106,testmulop:92,testq:29,testresult:28,testsave_dir:106,testutil:91,text1:45,text:[1,2,7,9,13,29,56,59,101,117,120],text_conv:120,text_fil:13,tflop:97,tftp:115,tgz:[14,85],than:[2,4,6,7,8,9,21,33,41,47,48,49,67,72,74,80,82,88,89,91,99,101,111,115,119],thank:117,the_step:47,theano:47,thei:[2,8,18,20,26,29,32,33,38,40,45,47,49,50,60,61,67,70,71,72,78,80,81,88,89,90,91,92,93,97,99,101,106,119],them:[1,2,7,8,9,15,21,29,30,32,33,36,41,47,48,53,60,68,70,72,73,76,77,78,80,81,89,90,92,94,97,101,106,107,119,120],themselv:32,theori:[47,97],therefor:63,therein:[8,31],therun:119,theta:49,theta_d:49,theta_g:49,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,46,47,48,49,50,51,59,60,61,62,63,64,65,67,68,69,70,71,72,73,74,77,78,79,80,83,85,86,88,89,90,91,92,93,94,96,97,98,99,101,102,107,109,111,112,113,115,117,118,119,120],thin:53,thing:[2,49,69,72,79,97],think:[29,32],third:[8,33,51,92,96,97,111,112,113,119],third_parti:[8,55,111,112,113],thirt:89,those:[8,31,32,33,48,50,51,52,65,111,119],though:[80,115],thought:[32,97],thread:[91,96,97,107,109],thread_local_rand_use_global_se:[106,107],threadblocks:25,threadid:109,threadloc:97,three:[2,7,8,30,33,42,46,47,50,60,61,64,65,68,79,107,111,118,119],threshold:[6,7,8,33,37,90,107],through:[4,8,21,32,33,37,39,42,61,63,71,88,91,92,94,97,98,99,112,117,118],throughout:[43,120],throughput:[97,99],thrust:72,thu:[2,8,40,42,51,91,101,116],tier:102,time:[2,8,9,11,13,28,29,30,32,33,37,40,47,48,53,54,59,60,62,67,68,69,70,72,73,77,78,80,81,82,88,89,93,96,97,102,107,109,115,120],timelin:[8,72,97],timeo:101,timeout:[33,37],timeout_sec:13,timestamp:[8,34],timestep:[2,8,76],tip:[111,112],titl:14,tls:44,tmp:67,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:28,todo:[7,13,14,31,33,37,40,60,78],toend:8,togeth:[2,8,9,13,28,80,88],token:[7,8,29,88,117],toler:[28,30,82,92],too:[14,30,80],took:115,tool:[82,85,88,89,96,101,111,113],toolchain:[96,111,112],top:[7,21,28,59,60,92,119],top_k:[7,21,60],top_level_rnn:59,topk_generated_scor:60,topk_id:60,topk_scor:60,toplevel:89,topolog:[29,33,51,56,64,69,71],topoloi:51,topolopi:28,torch:[31,47],toronto:14,total:[21,28,33,42,62,68,70,96,97,99,102,115,117],total_pass:68,tottim:96,trace:[31,49],track:[33,37,51,67],tractabl:8,tradit:[8,31,46],traffic:69,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,54,56,62,63,64,65,66,71,72,74,77,79,81,88,91,95,97,104,105,106,112,119],train_conf:117,train_config_dir:101,train_data:99,train_data_dir:99,train_id:101,train_list:[2,99,119,120],train_loop:47,trainabl:[8,56,67],traindot_period:106,trainer:[2,4,29,34,35,36,37,39,47,55,63,64,69,70,72,91,100,107,109,118,120],trainer_config:[1,2,101,102,120],trainer_config_help:[2,91,120],trainer_count:[86,99,101,102,106,107,109],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[99,101,107],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerid:40,trainerintern:120,training_machin:118,trainingtest_period:106,trainonebatch:36,trainonedatabatch:118,tran:[91,107],trane:2,transact:[33,37],transfer:[1,2],transform:[8,9,15,21,72,88,91,93,118,120],transform_param_attr:9,transformed_st:9,translat:[8,9,47,117],translation_id:60,translation_scor:60,transpar:[60,100],transpil:47,transport:107,transpos:[8,15,91,118],transposedfullmatrixproject:8,travel:2,travers:50,travi:90,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,67,98,107,113],trg_dic_siz:60,trg_embed:[60,88],triain:1,trick:60,tricki:57,trigger:[40,64],trim:8,trivial:[2,60,80],trn:120,true_block:[31,52,65],true_imag:68,true_label:68,true_neg:42,true_posit:42,true_read:68,truth:[7,8,120],tst:120,tune:[6,95,96,120],tuninglog_barrier_abstract:106,tupl:[2,8,9,13,14,15,18,21,28,67,68],ture:8,turn:[8,67,68,83,118],tutori:[82,83,88,91,92,96,97,101,102,103,104,105,112,116,119,120],twice:[49,70],twine:75,two:[1,2,7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,56,60,63,65,68,69,71,72,73,74,76,77,78,80,81,88,92,93,97,100,101,109,111,113,117,118,119,120],txt:[2,32,41,45,54,55,91,94,99,101,103,120],type:[2,7,8,9,11,13,14,15,18,21,23,28,29,31,33,36,37,40,41,44,45,46,53,56,57,58,59,60,65,66,67,68,72,73,74,77,78,81,86,88,89,91,93,99,101,102,107,109,112,119,120],type_nam:78,typedef:[38,46,57,58,79],typeid:78,typenam:[48,78,79,92,93],typic:[4,7,69,97,112],ubuntu:[75,85,86,96],ubyt:68,uci:14,uci_h:86,ufldl:8,uid:102,uint16_t:46,uint32:[44,56],uint64:[56,57],uint64_t:57,unawar:38,unbalanc:107,unbound:88,unclear:40,under:[32,37,62,70,82,83,93,94,99,100,101],underli:60,understand:[20,47,67,96,97,115,117],understand_senti:88,undeterminist:97,unidirect:8,unifi:[43,51,77,90],uniform:[6,8,13,20,35,49,67,68,107,118],uniform_random:67,uniqu:[29,31,33,40,41,67,76,92,99,101,107],unique_nam:67,unique_name_gener:67,unique_ptr:[73,76,79,91],unit:[8,9,21,32,63,74,79,82,88,89,93],unittest:[58,90,92],unittestcheckgrad_ep:106,unk:[77,81,117],unk_idx:120,unknown:[8,21],unlik:[8,60,92],unnecessari:90,unordered_map:76,unpack:80,unrol:59,unseen:74,unseg:8,unsign:[38,46],unstack:80,unstack_from:80,unsupervis:49,unsupport:92,until:[33,38,47,70,76,101],unzip:111,updat:[6,8,10,23,33,37,38,44,46,49,59,60,61,62,63,64,69,76,80,85,91,96,99,107,109],update_equ:28,update_hook:6,update_memori:31,update_op:61,updatecallback:91,updatestack:101,upgrad:[62,85,116],upload:[33,41,44,75,99],upon:33,upper:8,upstream:90,uri:101,url:[13,14,90],usag:[1,2,7,8,9,15,28,46,52,64,92,97,99,112,117,118],use:[1,2,4,6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,60,61,62,64,67,69,70,71,76,77,78,80,81,82,83,85,86,88,89,90,91,92,94,96,97,99,101,102,107,109,111,112,113,117,118,119,120],use_eigen_bla:111,use_eigen_for_bla:[111,112],use_etcd:28,use_global_stat:8,use_gpu:[86,99,102,106,107,109,118,119,120],use_mkldnn:[8,55],use_nesterov:23,use_old_updat:[36,106,107],use_peephol:21,use_sparse_remote_updat:36,used:[1,2,4,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,59,60,63,64,67,68,69,71,72,74,76,78,79,80,82,85,88,89,91,92,93,96,97,101,106,107,109,111,112,113,117,119,120],useful:[1,2,8,9,30,46,76,88,91,109,111,120],usegpu:[91,118],user:[1,2,6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,60,61,62,63,67,68,69,70,71,72,73,74,76,78,79,80,83,90,94,96,99,101,106,107,115,119,120],user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:35,uses:[2,8,33,40,46,59,60,64,69,79,82,85,88,89,90,91,93,94,99,101,107,111,119,120],using:[1,2,4,6,8,9,13,21,28,29,31,32,33,37,38,40,41,45,46,47,48,49,51,53,59,61,63,65,68,69,73,74,76,78,79,82,83,84,85,86,88,90,91,92,93,94,97,99,101,102,103,107,109,111,113,116,117,118,119,120],usr:[82,83,99,101,107],usrdict:117,usrmodel:117,usual:[8,28,41,65,74,79,90,92,96,97,101,107,109],utf:117,util:[4,55,62,88,91,92,97,115],uuid:[34,40],v7a:111,v8a:111,valid:[8,15,68,72,76,92,101,112,119],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,55,56,59,60,61,63,64,65,67,69,71,72,76,77,78,80,81,88,91,92,101,107,109,111,112,118,119],value1:107,value2:107,value_:77,value_evalu:7,value_rang:13,valueerror:51,values_:80,vanilla:88,varabl:70,vardesc:[31,50,65,67,72,77],vardescbuild:31,vari:[97,101],variabl:[2,10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,59,60,61,63,65,66,69,70,71,73,74,77,78,80,91,92,96,98,99,101,102,111,112],variablenamemap:92,varialbl:49,varianc:[8,119],variant:[8,53,79,80],varibl:51,varienc:80,varient:80,variou:[31,46,74,111],varproto:78,vars_:[31,76],vartyp:[21,77,81],vartypeinfer:53,vec1:8,vec2:8,veclib:112,vector:[2,8,9,13,14,21,29,31,36,38,51,52,59,60,67,72,73,77,80,88,91,93,117,120],vectorenable_parallel_vector:106,veloc:23,vendor:32,verb:14,verbos:[45,90],veri:[2,8,11,32,37,43,47,48,49,60,64,68,70,74,76,79,80,88,96,97,100,120],verifi:[31,91,112],version:[8,9,32,41,45,47,49,51,52,56,60,69,75,82,83,86,89,91,96,97,99,101,102,106,107,111,112,113,117],versu:29,vertic:[8,119],vgg:[9,22],via:[33,84,90,97,101,112,115,120],view:[8,56],vim:83,viriabl:99,virtual:[53,73,79,89],virtualenv:89,visibl:[40,76],visit:28,visual:[8,60,97],vlog:[36,90],voc_dim:120,voila:86,volum:[94,102],volumemount:[101,102],volumn:101,vutbr:14,wai:[2,7,9,29,38,40,43,47,60,63,67,68,71,74,80,88,89,90,91,109],wait:[33,38,99,107],walk:[4,112,118],wangkuiyi:32,want:[2,8,29,41,42,49,63,66,68,71,74,76,79,80,82,83,89,90,91,94,96,99,107,109,111,113,117,119,120],warn:[28,45],warp:[8,97],warpctc:8,wast:62,watch:33,wbia:[101,119],weav:47,web:[94,96],websit:[94,120],weight:[7,8,9,10,20,21,26,54,56,74,88,91,107,109,119],weight_act:9,weightlist:91,weights_:91,weights_t:91,welcom:32,well:[41,47,48,49,69,71,74,77,91,101,107,120],were:[7,32,47],west:101,wget:111,what:[6,8,32,47,49,60,67,69,70,78,92,96,115,120],whatev:[89,99],wheel:85,when:[1,2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,60,62,63,64,65,67,69,70,72,79,80,82,84,88,89,90,91,92,93,94,96,97,99,101,102,107,109,111,112,115,117,118],whenev:[67,90],where:[2,8,9,10,20,21,29,31,33,40,47,50,59,60,63,65,69,72,74,80,88,91,92,96,97,98,107,109,117,119],wherea:[31,37,48,52,79],whether:[7,8,13,15,21,28,30,31,68,77,80,82,83,91,92,107,112,118],which:[1,2,4,6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,56,59,60,61,62,64,65,66,67,68,69,70,71,72,73,76,77,78,80,82,85,88,89,90,91,92,93,96,97,99,100,101,107,109,111,112,115,118,119,120],whichev:118,while_loop:[60,80],whileloop:80,whileop:31,whl:82,who:[48,50,62,67,90,117,119],whoever:38,whole:[2,7,13,49,52,57,58,59,62,66,78,90,99,101,102,115,120],whose:[2,8,13,30,33,40,59,72,73,78,80,88],why:[9,30,58,89],wide:[32,49,85,100,103],width:[7,8,13,15,36,57,68,91,92],wiki:[8,32],wikipedia:[8,14],wilder:2,window:[8,11,14,63,83,89,111],wirt:51,wise:[8,15,70,72,93],wish:[82,85,94,99],with_avx:[82,83,99,111,112],with_bia:78,with_c_api:[82,111,112,113],with_doc:82,with_doubl:[82,91,99],with_dso:82,with_golang:82,with_gpu:[82,89,99,111,112],with_mkl:[54,55,82],with_mkldnn:55,with_mklml:55,with_profil:97,with_python:[82,99,111,112],with_rdma:[99,111,112],with_style_check:[82,90],with_swig_pi:[82,111,112],with_test:[82,92],with_tim:[97,99],within:[8,37,47,112],without:[7,8,23,33,38,67,68,70,72,92,96,99,103,111],wloop:80,wmt14:88,wmt_shrinked_data:14,won:[97,99,119],wonder:2,word2vec:[41,99],word:[2,7,8,14,50,53,59,60,70,72,78,80,88,99,109],word_dict:[99,103,120],word_dim:120,word_id:2,word_idx:14,word_vector:120,word_vector_dim:[8,60,88,117],words_freq_sort:14,work:[2,4,8,13,21,29,31,32,33,46,47,61,63,67,69,83,88,89,90,91,94,96,97,99,101,102,107,115,120],worker:[70,81,101],workercount:101,workflow:[72,101],workspac:[90,99,100,107],world:99,wors:118,worth:98,would:[28,31,32,33,40,47,48,49,50,61,63,64,67,68,69,70,77,80,83,89,90,96,101,111,115,118,120],wouldn:[47,50],wrap:[47,48,49,62,115],wrapper:[9,32,48,62,63,69,73,80,97],write:[2,13,21,29,33,40,46,47,48,51,53,61,63,67,68,69,70,72,73,79,80,89,95,99,101],write_lock:34,writer:[29,67],written:[25,31,43,49,56,63,72,73,77,82,83,92,93,96,100],wrong:[2,68],wrote:[51,70],wsize:101,www:14,x64:[111,113],x86:112,x86_64:[111,112],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,xarg:[7,83,91,103],xavier:20,xavieriniti:21,xcode:112,xcodebuild:112,xgbe0:107,xgbe1:107,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,68,86,91],xxx:[29,80,119],xxxx:34,xxxxxxxxx:101,xxxxxxxxxx:101,xxxxxxxxxxxxx:101,xxxxxxxxxxxxxxxxxxx:101,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[86,98],yaml:[32,100,101,103,115],yancey1989:41,yann:14,yapf:90,year:47,yeild:28,yep:96,yet:[47,115],yield:[2,13,29,35,68,120],yoshua:20,you:[1,2,4,6,8,9,13,28,30,41,46,76,82,83,84,85,86,88,89,90,91,94,96,97,99,100,101,103,107,109,111,112,113,115,117,118,119,120],your:[2,8,13,28,29,32,36,41,45,72,82,84,85,89,90,91,94,97,99,100,101,109,111,112,113,115,120],your_access_key_id:101,your_secrete_access_kei:101,your_source_root:58,yourself:82,yuang:47,yuyang18:[13,14],yuyang:96,z_dim:49,z_size:49,zero:[2,6,8,9,10,13,14,18,30,33,49,60,64,67,77,91,101,107,120],zhang:20,zhidao:117,zip:[14,67,111],zone:101,zxvf:101},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","PaddlePaddle Distributed Training","Cluster Training Using Fabric","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","Cluster Training Using OpenMPI","&lt;no title&gt;","&lt;no title&gt;","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","PaddlePaddle Documentation","Build PaddlePaddle for Android","PaddlePaddle Compiling Guide for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey","&lt;no title&gt;","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Model Zoo - ImageNet","Quick Start"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0d\u4f7f\u7528":57,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":57,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":57,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":57,"\u4ec5\u4ec5\u4f7f\u7528void":57,"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":57,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":58,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":58,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":75,"\u52a0\u901f\u6267\u884c":34,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":57,"\u52a8\u6001\u6269\u5bb9":34,"\u539f\u56e0":57,"\u539f\u56e0\u5217\u8868":57,"\u53c2\u8003\u6587\u6863":44,"\u540d\u8bcd\u89e3\u91ca":44,"\u57fa\u672c\u8981\u6c42":57,"\u5b9e\u73b0":57,"\u5b9e\u73b0\u65b9\u5f0f":58,"\u5bfc\u51fac":57,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":57,"\u63a8\u6d4b\u6267\u884c":34,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":58,"\u672f\u8bed":34,"\u67b6\u6784\u56fe":44,"\u6846\u67b6\u751f\u6210":44,"\u6982\u5ff5\u89e3\u91ca":35,"\u6a21\u5757":44,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":58,"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u76ee\u5f55\u7ed3\u6784":58,"\u76ee\u6807":44,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u7b26\u53f7":57,"\u7c7b":57,"\u7f16\u8bd1\u9009\u9879":58,"\u7f29\u5bb9":34,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":57,"\u80cc\u666f":57,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8f6c\u6362\u5e93":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":57,"\u8fdb\u884c\u8bad\u7ec3":35,"abstract":[62,69,70,71,115],"book\u4e2d\u6240\u6709\u7ae0\u8282":75,"case":109,"class":[49,64,67,91],"filemanager\u8bbe\u8ba1\u6587\u6863":44,"function":[32,48,49,67,117],"new":[79,91,92],"paddle\u52a8\u6001\u5e93\u4e2d":57,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":57,"paddlepaddle\u53d1\u884c\u89c4\u8303":75,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":75,"return":68,"switch":79,"tensor\u5230eigentensor\u7684\u8f6c\u6362":93,AWS:101,Abs:5,DNS:101,EFS:101,For:[32,102],KMS:101,Not:89,The:[31,38,47,49,50,52,53,61,64,72,73,113],Use:[31,65,94,99,102,109],Using:[32,38,85,100,103,111],With:41,about:49,absolut:60,access:101,account:101,accuraci:21,action:[54,55],activ:[5,8,55],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:101,address:101,addto:8,advanc:79,adversari:118,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,59,66,69,120],all:[76,80],analysi:69,android:111,api:[0,3,54,55,58,61,63,67,74,78],appendix:[115,120],applic:3,approach:97,arbitrari:47,architectur:[69,88,120],argument:[45,68,99,106,109,111,113,120],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:101,assign:21,associ:[76,101],assumpt:115,async:107,attent:88,attribut:[6,74],auc:7,auto:30,averag:63,avg:11,aws:101,backgraound:30,background:[54,70,71,79,80,81,92],backward:[47,50,72,92],base:[41,60,70],basepool:11,basic:[79,115],batch:68,batch_norm:[8,21],batch_siz:68,beam:60,beam_search:8,beam_search_decod:21,benchmark:[54,55],benefit:[70,72],between:[29,67,72,78,79],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:31,bind:92,bla:82,block:[31,49,50,65,67,72],block_expand:8,blockdesc:65,book:83,bool:82,bootstrap:115,bottleneck:96,brelu:5,bring:115,bucket:101,build:[49,72,82,84,89,94,102,111,113],built:97,cach:2,can:76,capi:58,capi_priv:58,cast:21,challeng:[66,70],chang:60,check:[8,30,91,100],checker:30,checkpoint:[33,34,40],chines:117,choos:[32,101],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,close:30,cloudform:101,cluster:[39,99,100,101,103,109,115],cmake:[32,54,55,113],code:[41,67,90,96,98],column_sum:7,command:[99,108,109,120],commit:102,common:107,commun:107,compar:115,comparis:67,compat:47,compil:[31,46,47,65,72,82,92,98,111,112,113],complet:47,compos:68,comput:[31,50,72,74,93],con:115,concat:[8,21],concept:[67,72,101],concern:55,conclus:[40,51,115],condit:49,config:[3,109],configur:[27,88,95,101,112,120],conll05:14,connect:8,constantiniti:20,construct:50,contain:[83,102],content:[54,55,58,97,101],context_project:8,contribut:[90,94],control:72,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,69,70],convolut:120,core:[30,67,101],cos_sim:[8,21],cost:8,cpu:109,creat:[68,71,72,76,101,102],create_arrai:21,creation:[37,63,74],creator:68,credenti:101,crf:8,crf_decod:8,cross:[111,112,113],cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,82],cudnn:82,cudnnavg:11,cudnnmax:11,current:[46,73],custom:68,data:[8,12,13,21,33,68,69,101,102,117,118,120],datafeed:[13,17],dataprovid:[2,3,107],dataset:[12,14,33,37,99],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:60,decor:68,deep:[31,47],defin:[92,101,120],definit:81,delet:101,demo:[49,101],dens:40,dep:85,depend:[49,82,85],deploi:41,deriv:91,describ:[47,61],descript:[45,72,107,118],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,54,55,56,59,60,61,62,64,65,67,68,69,70,71,72,73,76,77,79,80],destroi:[76,101],detail:[36,107],detect:[7,8],detection_map:7,detection_output:8,develop:[72,89,95],devic:[79,109],devicecontext:79,dictionari:[68,117],differ:[72,79,99,109],directori:101,discrimin:49,discuss:[49,70],dispatch:[33,37],distribut:[29,33,36,41,69,99,101,107],dnn:55,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,54,55,56,62,64,65,67,68,69,70,71,72,73,77,79],docker:[41,83,89,102,111],document:[94,110],doe:68,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:101,download:[101,102,117,119],dropout:[8,21],dure:[60,68],dylib:58,dynam:[33,80],dynamic_lstm:21,dynet:51,each:85,ec2:101,eigen:93,elast:101,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21,117,120],engin:49,enough:30,entri:68,environ:[41,111],eos:8,equat:91,eval:69,evalu:[7,18,42],event:[28,29],evolut:47,examin:96,exampl:[29,32,52,58,71,117,118],execut:[31,47,65,72],executor:[19,43],exp:5,expand:8,expandlevel:8,explain:30,extern:101,extract:[117,119],fabric:100,factor:8,factorization_machin:8,faq:[84,85],fault:33,featur:119,file:[31,96,101,102,120],fill_const:21,fill_constant_batch_size_lik:21,find:101,first_seq:8,float16:46,fluid:[16,47,62,98],format:[31,33,56,120],forward:[50,92],frame:31,framework:[30,93],from:[29,40,78,82,84],full_matrix_project:8,fulli:8,functor:79,futur:47,gan:[49,118],gate:88,gated_unit:8,gener:[49,60,88,89,96,115,118],get:[86,102],get_output:8,give:68,global:[65,67],gotcha:89,gpu:[83,97,107,109],gradient:[30,38,55,73,91],gradient_print:7,graident:30,graph:[50,51,70,72,74],group:[8,101],gru:[9,107],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,guid:112,hand:97,handler:[29,57],happen:40,hardwar:46,helper:67,hierarchi:31,high:[61,63,74,78],how:[30,36,63,68,72,79,82,92,93,94,95,97],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:112,iam:101,ident:5,identifi:96,identity_project:8,ifels:52,ifelseop:31,imag:[8,9,15,41,83,102,111],imagenet:119,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,56,59,62,63,67,68,72,73,74,91,92,93,118],increment:21,infer:[28,111,120],infershap:[65,77],infervartyp:53,info:119,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,101,109],input_typ:2,insid:76,inspect:101,instal:[84,85,86,101,111,112,113,115,120],instanc:101,instead:68,integr:[79,101],intel:[54,55],interact:78,interfac:[12,13,15,30,33,38,39,43,61,68,71,76,119],intermedi:72,interpol:8,introduc:[60,80],introduct:[1,74,99,117,119],isn:68,issu:46,job:[33,41,100,101,102,103],join:8,kei:[54,101],kernel:72,kill:100,kmax_sequence_scor:8,kube:101,kubectl:101,kubernet:[41,101,102],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:8,launch:[83,100,103],layer:[8,21,29,48,54,55,67,91,109],learn:[31,47],learnabl:8,less_than:21,leval:78,level:[61,63,74,78],libpaddle_capi_shar:58,libpaddle_capi_whol:58,librari:[38,46,72,79,111],limit:69,line:[99,108,120],linear:5,linear_chain_crf:21,linear_comb:8,linux:[100,111],list:[34,68],local:[69,71,76,101,109],lod:60,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[59,60,80],lodtensordesc:81,log:[5,90,120],logic:37,logist:120,look:96,low:[63,74,78],lstm:[9,21,107],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,60],macro:72,main:49,manag:[32,99],map:[68,72],master:[33,37,41],math:[8,79],mathemat:30,matrix:[55,107],max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,59,79],merge_lod_tensor:21,messag:78,method:60,might:49,migrat:72,mileston:72,mini:68,minibatch:13,misc:8,mix:[8,109],mkl:[54,55],mnist:[14,118],mobil:114,model:[2,3,27,29,36,38,40,47,49,56,60,87,88,100,109,117,118,119,120],modifi:102,modul:[72,79,93],momentum:10,momentumoptim:23,more:49,motiv:[43,56,62,66],movielen:14,msrainiti:20,mul:21,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:68,multiplex:8,mxnet:51,name:[76,101],nccl:62,nce:8,necess:67,necessari:72,need:[68,89,97],nest:59,net:22,network:[9,72,88,109,118,119,120],neural:[88,120],nlp:[9,107],non:2,norm:[8,74],normaliniti:20,note:30,numer:30,numpi:30,nvprof:97,nvvp:97,object:33,observ:[117,119],offset:60,ones:21,onli:[68,76],op_mak:72,openmpi:103,oper:[48,52,63,65,67,70,72,73,77,80,92],opinfomap:72,opkernel:[72,79,92],opproto:78,ops:74,optim:[10,23,33,38,50,61,67,95,120],option:[45,82,117],opwithkernel:72,order:45,org:94,origin:72,orthogon:76,other:55,out_prod:8,outlin:106,output:[8,100,101],overview:[40,43,54,55,72,76,98,120],pack:[54,60],packag:[32,85],pad:8,paddl:[36,62,68,76,93,102],paddlejob:41,paddlepaddl:[29,31,47,54,55,63,65,69,74,75,82,83,85,94,98,99,101,110,111,112,113,117],pair:101,paradigm:47,parallel_nn:109,paramattr:24,paramet:[6,8,28,29,33,38,39,41,55,63,64,67,70,74,99,101,107,108,117,119],parameteraverageoptim:63,paraphras:117,parent:76,part:50,partit:38,pass:[82,109],path:[40,45],penalti:74,perform:[63,96,97,107],persist:37,pfsclient:[44,45],pfsserver:44,pip:85,place:79,placement:69,platform:99,pnpair:7,point:[54,101],pool2d:21,pool:[8,11],pose:[53,73],power:8,precision_recal:7,predict:[4,119],prefetch:68,prelu:8,prepar:[99,100,101,103,112,117,118],preprocess:[117,120],pretrain:117,print:7,privat:101,pro:115,problem:[42,53,61,73],procedur:115,process:[33,38,41,61,72,89],profil:[25,96,97],program:[31,47,65,67,83,99],programdesc:65,project:32,propos:[53,73,74],protobuf:77,protomak:92,provid:[2,68,120],prune:66,pserver:40,pull:83,pydataprovider2:2,python:[4,30,41,54,55,59,61,63,67,68,69,74,78,81,91,92,96,119,120],qualiti:72,queue:[33,37],quick:[86,120],randomnumb:107,rank:7,rank_cost:8,raspberri:113,reader:[12,13,29,68],realiz:72,recoveri:33,recurr:[8,9,88,120],recurrent_group:8,ref:30,refactor:72,refer:[2,54,55,69,70,97],region:101,regist:[53,72,78,92],registr:[72,73],registri:72,regress:120,regular:[26,38,74],rel:60,relat:[72,80],relu:5,remark:92,remot:[39,71],render:101,repeat:8,represent:[31,72],requir:[32,49],reshap:[8,21],resiz:8,resnet:119,result:[100,102],retri:37,reus:67,review:90,revis:117,rmsprop:10,rnn:[59,80,87,88,107],rnnop:[31,59,72],roi_pool:8,rotat:8,route53:101,row:77,row_conv:8,row_l2_norm:8,run:[82,83,92,98,102],runtim:[41,69,85],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,59,72,76],script:102,search:60,secur:101,select:[38,77],selectedrow:77,selective_fc:8,sentiment:14,separ:72,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[60,88],sequence_conv:21,sequence_conv_pool:[9,22],sequence_pool:21,sequencesoftmax:5,sequenti:2,server:[33,37,38,41,70,99,101,107],servic:101,session:[69,71],set:108,setup:[101,111],sextant:115,sgd:107,sgdoptim:23,shape:60,share:[29,76],should:76,shrink_memori:21,shuffl:68,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:[60,88],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:68,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,66,73],some:89,sourc:[82,84,98],spars:[38,39,40,77,109],specifi:[109,117],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,standard:[90,120],stanh:5,start:[29,86,99,101,102,120],startup:102,statement:42,step:[59,84],storag:74,store:33,structur:118,style:90,sub_nested_seq:8,subcommond:45,submit:41,suffici:68,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:[56,120],support:[46,62,79,80],survei:[46,51,74,115],synopsi:45,system:[47,101],tabl:58,table_project:8,tanh:5,task:[33,37],tear:101,tecton:115,templat:101,tensor:[8,72,79,93],tensorarrai:[60,80],tensordesc:81,tensorflow:51,test:[54,55,82,90,91,92,107,109],text_conv_pool:9,theori:30,thi:76,think:49,three:80,time:98,timelin:40,timer:97,tip:97,todo:[34,35],togeth:76,toi:118,toler:33,tool:[32,94,97,99,115],toolchain:113,topic:79,topk:21,toward:47,train:[28,29,33,36,39,41,61,68,69,83,99,100,101,102,103,107,109,117,118,120],trainer:[28,33,38,40,41,99,101],tran:8,trans_full_matrix_project:8,transfer:120,translat:60,transpil:62,transpos:21,tune:[97,107],ture:47,tutori:117,two:30,type:[82,92],uci_h:14,uniform:80,uniforminiti:20,unit:[54,55,90,91,92,107],unpack:60,updat:[29,39,40,94,101],usag:[59,60,68,93,95],use:[36,68,93],user:[33,117],using:89,util:7,value_print:7,vardesc:81,variabl:[67,72,76,81],vector:107,verifi:101,version:[46,85],vgg_16_network:9,visual:119,volum:101,vpc:101,warp_ctc:8,weightdecayregular:26,what:[36,40,89,97],when:[40,76],whl:85,why:[46,47,63,68,72,80,97],wmt14:14,word:[117,120],workflow:90,wrapper:91,write:[90,91,92,94,120],www:94,xavieriniti:20,yaml:102,your:83,zero:21,zoo:119}})