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/backward","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/concurrent_programming","design/error_clip","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/kernel_hint_design","design/memory_optimization","design/mkl/mkl_packed","design/mkl/mkldnn","design/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/profiler","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/multi_cpu","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/switch_kernel","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/backward.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/concurrent_programming.md","design/error_clip.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/kernel_hint_design.md","design/memory_optimization.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/profiler.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/multi_cpu.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/switch_kernel.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":130,"00186201e":4,"00m":107,"03m":107,"0424m":107,"0473v3":9,"055ee37d":111,"0630u":107,"06u":107,"0810u":107,"08823112e":4,"0957m":107,"0_cudnn5":92,"0_cudnn5_avx_mkl":[93,95],"0_cudnn7_avx_mkl":95,"0ab":8,"0rc":109,"0rc1":84,"0rc2":84,"0x10f256d50":54,"0x7ffe4de00110":54,"100gb":107,"100gi":111,"10g":42,"10m":107,"1150u":107,"11\u5b9e\u73b0\u4e86c":64,"11e6":112,"12194102e":4,"124n":107,"12gb":58,"13m":112,"1490u":107,"15501715e":4,"1550u":107,"15mb":130,"16mb":130,"16u":107,"173m":129,"173n":107,"1770u":107,"18ad":111,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":112,"197u":107,"1gb":107,"1st":[21,127,129],"210u":107,"211839e770f7b538e2d8":9,"215n":107,"228u":107,"234m":129,"2520u":107,"252kb":130,"25639710e":4,"25k":130,"2680u":107,"27787406e":4,"279n":107,"27m":107,"285m":107,"2863m":107,"28m":107,"28x28":2,"2977m":107,"2cbf7385":111,"2nd":21,"302n":107,"30u":107,"32777140e":4,"328n":107,"32u":107,"32x32":14,"331n":107,"3320u":107,"36540484e":4,"365e":111,"36u":107,"3710m":107,"3768m":107,"387u":107,"38u":107,"3920u":107,"39u":107,"3rd":122,"4035m":107,"4090u":107,"4096mb":117,"4279m":107,"43630644e":4,"43u":107,"448a5b355b84":112,"4560u":107,"4563m":107,"45u":107,"4650u":107,"4726m":107,"473m":112,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":117,"50bd":111,"50gi":111,"51111044e":4,"514u":107,"525n":107,"526u":107,"53018653e":4,"536u":107,"5460u":107,"5470u":107,"54u":107,"5690m":107,"573u":107,"578n":107,"5798m":107,"586u":107,"58s":112,"5969m":107,"5_cudnn5_avx_mkl":95,"5_cudnn5_avx_openbla":[95,96],"6080u":107,"6140u":107,"6305m":107,"639u":107,"64m":62,"655u":107,"6780u":107,"6810u":107,"682u":107,"6970u":107,"6ce9":111,"704u":107,"70634608e":4,"7090u":107,"72296313e":4,"72u":107,"73u":107,"75u":107,"760u":107,"767u":107,"783n":107,"784u":107,"78m":107,"7eamaa":14,"7kb":112,"8250u":107,"8300u":107,"830n":107,"849m":107,"85625684e":4,"861u":107,"8661m":107,"892m":107,"901n":107,"90u":107,"918u":107,"9247m":107,"924n":107,"9261m":107,"93137714e":4,"9330m":107,"94u":107,"9530m":107,"96644767e":4,"983m":107,"988u":107,"997u":107,"99982715e":4,"99m":129,"99u":107,"9a235":122,"9f18":112,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":47,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":35,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":47,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":47,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":84,"\u4e00\u822c\u7531mkl":60,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":47,"\u4e0a\u4f20\u65b9\u6cd5":84,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":47,"\u4e0a\u8ff0paddlepaddl":84,"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":84,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":36,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":84,"\u4e0b\u8f7d":47,"\u4e0b\u8f7d\u5230\u672c\u5730":47,"\u4e0b\u8f7d\u5f97\u5230":84,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":64,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":47,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":63,"\u4e0d\u4f7f\u7528c":63,"\u4e0d\u4f7f\u7528swig":63,"\u4e0d\u53ef\u4ee5\u66f4\u6539":84,"\u4e0d\u540c":60,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":63,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":63,"\u4e0d\u5728":64,"\u4e0d\u5bb9\u6613\u51fa\u9519":47,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":63,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":63,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":63,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":36,"\u4e0e":60,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":47,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":60,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":84,"\u4e0e\u53ef\u80fd\u6709\u7684":84,"\u4e0ebatch":59,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":63,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":64,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":63,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":63,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":84,"\u4e2a\u6027\u5316\u63a8\u8350":84,"\u4e2d":[59,60,63,64],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":60,"\u4e2d\u5199\u5165json\u5185\u5bb9":35,"\u4e2d\u5b8c\u5168\u4e00\u81f4":63,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":60,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":64,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":59,"\u4e2d\u5f15\u5165\u7684":59,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":60,"\u4e2d\u6839\u636e":59,"\u4e2d\u6dfb\u52a0":59,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":60,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":84,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":36,"\u4e3a":[59,60],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":60,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":47,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":64,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":60,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":59,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":60,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":47,"\u4e3b\u8981\u5305\u62ec":60,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":60,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":60,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":64,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":63,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":64,"\u4e5f\u4e0d\u751f\u6210":64,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":84,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":60,"\u4e66\u5199":63,"\u4eba\u8138\u8bc6\u522b":36,"\u4ec5\u4ec5\u4f7f\u7528":63,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":60,"\u4ece":84,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":35,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":59,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":35,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":64,"\u4ed6\u662f\u5c06":64,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":63,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":63,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":60,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":36,"\u4ee3\u8868shard\u7684index":36,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":36,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":36,"\u4ee5\u4e0b":36,"\u4ee5\u4e0b\u7b80\u79f0rnn":59,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":47,"\u4ee5\u53ca":59,"\u4ee5\u53canumpi":36,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":60,"\u4ee5\u793a\u533a\u5206":[59,60],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":35,"\u4f18\u5316\u524d":59,"\u4f18\u5316\u540e":59,"\u4f1a\u4ee5":[59,60],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":59,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":60,"\u4f1a\u5728":60,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":60,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":63,"\u4f1a\u5f15\u5165":60,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":60,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":60,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":59,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":63,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":60,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":60,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":36,"\u4f20\u5165":36,"\u4f46":64,"\u4f46\u4e0d\u66b4\u9732":64,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":84,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":84,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":64,"\u4f46\u662f\u5728mkl":60,"\u4f46\u662f\u5728paddlepaddle\u4e2d":60,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":60,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":60,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":63,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":60,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":36,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":63,"\u4f7f\u7528":[60,64,84],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":36,"\u4f7f\u7528\u52a8\u6001\u5e93":63,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":35,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":64,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":60,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":64,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":35,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":63,"\u4f7f\u7528c":64,"\u4f7f\u7528c99\u505a\u63a5\u53e3":63,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":63,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":63,"\u4f7f\u7528regress":84,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":63,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":63,"\u4f7f\u7528void":63,"\u4f8b\u5982":[36,63,64,84],"\u4f8b\u5982\u5728deepspeech2":59,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":63,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":63,"\u4f8b\u5982\u5bf9\u4e8epython":63,"\u4f8b\u5982c":63,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":63,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":63,"\u4f8b\u5982python\u7684":63,"\u4f8b\u5982rnn":59,"\u4f9d\u6b21\u7c7b\u63a8":84,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":63,"\u4fee\u590d\u6240\u6709bug\u540e":84,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":84,"\u4fee\u6539":[60,84],"\u4fee\u6539\u6210":84,"\u505a\u53ea\u8bfb\u6302\u8f7d":36,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":84,"\u505a\u63a5\u53e3":63,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":35,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":59,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":60,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":59,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":64,"\u5171\u4eab\u5185\u5b58":60,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":59,"\u5176\u4e2d":[63,84],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":64,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":84,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":59,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":64,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":64,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":60,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[59,60],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":60,"\u5177\u4f53\u8bf7\u53c2\u8003":64,"\u5185\u90e8\u5b58\u50a8":60,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":63,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":63,"\u518d\u57fa\u4e8e":84,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":59,"\u5199\u4ee3\u7801":63,"\u5199\u5165\u5feb\u7167\u6570\u636e":35,"\u51fd\u6570":[59,60],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":36,"\u51fd\u6570\u540d\u4e3a":64,"\u51fd\u6570\u547d\u540d":63,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":60,"\u5206\u522b\u5bf9\u5e94capi":84,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":35,"\u5206\u652f":84,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":84,"\u5206\u652f\u4e2d":84,"\u5206\u652f\u4e3a\u5f00\u53d1":84,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":84,"\u5206\u652f\u4e3a\u7a33\u5b9a":84,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":84,"\u5206\u652f\u5408\u5165":84,"\u5206\u652f\u5408\u5165master\u5206\u652f":84,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":84,"\u5206\u652f\u540d\u4e3a":84,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":84,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":84,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":84,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":84,"\u5206\u7247":35,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":35,"\u5219\u5ffd\u7565":35,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":35,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":64,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":35,"\u521b\u5efa":60,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":35,"\u5230":35,"\u5230\u7b2c\u4e8c\u6b65":84,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":59,"\u529f\u80fd":47,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":84,"\u52a8\u6001\u5e93":63,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":64,"\u5305\u62ec":[36,59,60],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":35,"\u5305\u62ecmkl":60,"\u534f\u540c\u5b8c\u6210releas":84,"\u5355\u4e2a\u503c":36,"\u5355\u70b9\u6545\u969c":35,"\u5373":64,"\u5373\u4f7f\u7528":64,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":64,"\u5373\u4f7fc":64,"\u5373\u4f8b\u5982":64,"\u5373\u4fbfpaddl":64,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":64,"\u5373\u66b4\u9732":64,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":60,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":63,"\u539f\u6765\u7684\u65b9\u6848":60,"\u53c2\u6570":63,"\u53c2\u8003":[47,63],"\u53c2\u8003\u4e0b\u56fe":84,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":60,"\u53cc\u5411\u9a8c\u8bc1":47,"\u53d1\u578b\u7248":84,"\u53d1\u5e03\u5230dockerhub":84,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":84,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":60,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":35,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":64,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":63,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":35,"\u53ef\u4ee5":84,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":35,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":63,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":84,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":36,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":35,"\u53ef\u4ee5\u7528":47,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":36,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":84,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":35,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":35,"\u53f3\u4fa7\u7684":84,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":59,"\u540c\u4e00\u6b21\u524d\u5411":59,"\u540c\u65f6":[59,60],"\u540c\u65f6\u4f1a\u5f00\u542fintel":60,"\u540c\u65f6\u518d\u5c06":84,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":60,"\u540c\u65f6\u63d0\u8d77":84,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":60,"\u540d\u5b57\u4fee\u9970":63,"\u540e\u5411":59,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":59,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":35,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":84,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":63,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":35,"\u548c":[36,59,60,63,64,84],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":60,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":36,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":35,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":35,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":63,"\u56e0\u6b64":59,"\u56fe\u50cf\u5206\u7c7b":84,"\u5728":[59,60,64,84],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":35,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":36,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":84,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":35,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":60,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":64,"\u5728\u5bf9\u5e94\u7684":59,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":59,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":36,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":35,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":64,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":35,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":35,"\u5728\u6709\u666e\u901a\u7684cpu":60,"\u5728\u672c\u6587\u6863\u4e2d":47,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":36,"\u5728\u6837\u4f8b\u4e2d":64,"\u5728\u7528\u6237\u4f7f\u7528c":64,"\u5728\u7b2c\u4e8c\u4e2atab":84,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":36,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":60,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":84,"\u5728\u8fd9\u4e2a":84,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":63,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":84,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":64,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":64,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":60,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":59,"\u5728batch":59,"\u5728c":63,"\u5728c\u7684\u5934\u6587\u4ef6":63,"\u5728packing\u4e0a\u7684\u8017\u65f6":59,"\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":36,"\u5728paramet":35,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":59,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":64,"\u5747\u662f\u5728":64,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":47,"\u5916\u90e8\u5b58\u50a8":60,"\u591a\u4e2a\u503c":36,"\u591a\u4e2aparamet":35,"\u591a\u6b21\u8c03\u7528":59,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":63,"\u5982\u56fe\u4e2dtrainer":35,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":35,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":60,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":63,"\u5982\u679c\u5728\u4f7f\u7528mkl":60,"\u5982\u679c\u5931\u8d25":84,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":60,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":35,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":35,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":36,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":84,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":64,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":64,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":64,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":35,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":63,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":84,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":63,"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":84,"\u5982\u679cmkl":60,"\u5982\u679cparamet":35,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":60,"\u5b57\u6bb5\u8bbe\u4e3a":84,"\u5b57\u7b26\u4e32":36,"\u5b58\u50a8":36,"\u5b66\u4e60\u6210\u672c\u9ad8":63,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":60,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":36,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":60,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":60,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":64,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":47,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":60,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":60,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":36,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":84,"\u5b9a\u4e49":60,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":60,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":60,"\u5b9e\u73b0\u7b80\u5355":63,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":63,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":63,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":59,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":63,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":63,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":59,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":60,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":59,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":64,"\u5bf9\u4e8e\u6bcf\u79cdc":64,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":59,"\u5bf9\u6bd4":63,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":59,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":59,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":64,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":84,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":60,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":64,"\u5c06":84,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":35,"\u5c06\u5927\u91cf\u7684":63,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":84,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":84,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":60,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":63,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":84,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":35,"\u5e73\u5747\u6545\u969c\u7387":35,"\u5e76\u4e14\u4f1a\u5199\u597d":60,"\u5e76\u4e14\u4f7f\u7528":64,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":60,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":63,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":59,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":47,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":47,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":63,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":60,"\u5e76\u5220\u9664":84,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":35,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":35,"\u5e76\u53d1\u5e03\u5230pypi":84,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":59,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":36,"\u5e76\u5c06":84,"\u5e76\u5c06c":64,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":35,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":60,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":63,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":59,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":36,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":84,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":84,"\u5efa\u8bae":84,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":64,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":84,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":84,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":84,"\u5f00\u5934":[59,60],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":35,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":59,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":64,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":84,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":84,"\u5f53\u53ea\u505a\u63a8\u65ad":59,"\u5f53\u5f00\u542f":60,"\u5f53\u6253\u5f00":60,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":60,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":60,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":64,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":60,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":47,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":63,"\u5f97\u4f7f\u7528":63,"\u5fc5\u8981":64,"\u5fc5\u987b\u5206\u522b\u4e0e":60,"\u60c5\u611f\u5206\u6790":84,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":64,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":60,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":60,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":60,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":59,"\u6211\u4eec\u4f1a\u628amkl":60,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[59,60],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":63,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":60,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":59,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":60,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":36,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":47,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":63,"\u6211\u4eec\u8ba1\u5212\u5c06":59,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":60,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":47,"\u6211\u4eec\u9009\u62e9":36,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":59,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":36,"\u6216\u8005":[60,63,64],"\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":35,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":36,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":36,"\u6216activ":60,"\u6240\u4ee5":[60,84],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":84,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":60,"\u6240\u4ee5\u5728":60,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":35,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":60,"\u6240\u4ee5\u6574\u4f53\u4e0a":60,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":60,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":47,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":60,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":64,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":60,"\u6240\u6709\u7684":59,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":64,"\u6240\u6709\u76f8\u5173\u7684":59,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":64,"\u6240\u6709mkl":60,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":63,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":60,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":64,"\u6267\u884c":84,"\u628a":36,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":36,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":35,"\u6309\u94ae":84,"\u63a5\u53e3":[63,64],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":64,"\u63a5\u53e3\u662f":36,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":47,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":60,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":60,"\u63a7\u5236\u7528\u6237\u6743\u9650":36,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":47,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":47,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":47,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":36,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":47,"\u6570\u636e":47,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":63,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":47,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":36,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":36,"\u6587\u4ef6":63,"\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":47,"\u6587\u4ef6\u5185\u5bb9\u4e3a":63,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":35,"\u6587\u4ef6\u5bf9\u5e94\u7684data":36,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":47,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":84,"\u65b0\u7248\u672c":60,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":84,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":47,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":59,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":60,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":60,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":63,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":36,"\u65e0\u8bba\u662f\u4ece":36,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":36,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":60,"\u65f6":[35,59,60],"\u65f6\u4e00\u8d77\u66f4\u65b0":60,"\u662f":[47,60],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":63,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":64,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":63,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":64,"\u662f\u5426\u6253\u5f00":59,"\u662f\u56e0\u4e3ac99\u652f\u6301":63,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":47,"\u662f\u6307":64,"\u662f\u7528\u6237\u4f7f\u7528c":64,"\u662fc":64,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":59,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":35,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":64,"\u6700\u540e\u5220\u9664":84,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":63,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[59,60],"\u6709\u6807\u51c6\u7684":63,"\u6709\u7684\u65f6\u5019":63,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":84,"\u672c\u6587\u6863\u63cf\u8ff0paddl":64,"\u673a\u5668\u7ffb\u8bd1":84,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":35,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":59,"\u6765\u5b9e\u73b0":60,"\u6765\u786e\u4fdd\u628a":63,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":63,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":36,"\u6765\u8fdb\u884c\u8ba8\u8bba":64,"\u67e5\u770blatest":84,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":84,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":60,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":35,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":35,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":35,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":63,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":59,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":60,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":35,"\u6bcf\u4e00\u4e2a":84,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":36,"\u6bcf\u4e2a":60,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":36,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":60,"\u6bcf\u4e2adata":36,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":60,"\u6bcf\u4e2aparamet":35,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":35,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":59,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":36,"\u6bcf\u969410\u5206\u949f":35,"\u6bd4\u5982":[36,60],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":60,"\u6bd4\u5982\u5c06":84,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":35,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":36,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":36,"\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":59,"\u6ce8":[35,84],"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[59,60],"\u6ce8\u610f":60,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":60,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":84,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":60,"\u6d6e\u70b9\u578b\u6570\u636e":36,"\u6df1\u5165paddlepaddl":60,"\u6dfb\u52a0":59,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[59,60],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":60,"\u70b9\u51fb":84,"\u7136\u540e\u5728\u524d\u5411":59,"\u7136\u540e\u5728etcd\u7684":35,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":47,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":47,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":84,"\u7136\u540e\u70b9\u51fb":84,"\u7248\u672c\u5206\u652f":84,"\u7248\u672c\u53f7":84,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":84,"\u7248\u672c\u53f7rc":84,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":84,"\u7279\u6709\u7684\u8bbe\u5907id":60,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":59,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":63,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":36,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":36,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":63,"\u751f\u6210\u6587\u6863":63,"\u751f\u6210\u7684":36,"\u751f\u6210\u7ed9\u5b9a":36,"\u751f\u6210api\u6587\u6863":63,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":47,"\u7528":47,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":60,"\u7528\u4e8e\u7ba1\u7406mkl":60,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":59,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":60,"\u7528\u4e8emkl":[59,60],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":36,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":36,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":64,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":36,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":64,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":36,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":47,"\u7528\u6237\u901a\u8fc7c":64,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":59,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":35,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":35,"\u7531\u4e8ec":63,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":47,"\u7531\u4e8emkl":60,"\u7531\u4e8epypi":84,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":60,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":47,"\u7684\u4e00\u4e2a\u5b50\u96c6":60,"\u7684\u4fe1\u606f":60,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":60,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":63,"\u7684\u57fa\u672c\u903b\u8f91":60,"\u7684\u5934\u6587\u4ef6":63,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":60,"\u7684\u60c5\u51b5\u4e0b":59,"\u7684\u63a5\u53e3\u6837\u5f0f":63,"\u7684\u6570\u636e\u6d41\u56fe":36,"\u7684\u65f6\u5019":60,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":60,"\u7684\u683c\u5f0f\u5b58\u50a8":60,"\u7684\u6982\u5ff5":60,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":63,"\u7684\u7248\u672c":84,"\u7684\u7ed3\u679c":59,"\u7684\u7f29\u5199":47,"\u7684\u7f51\u7edc\u6a21\u578b":59,"\u7684\u89c4\u8303":63,"\u7684\u89d2\u5ea6":36,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":36,"\u7684flag":[59,60],"\u7684vanilla":59,"\u76ee\u524d\u53ea\u8003\u8651":60,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":35,"\u76ee\u524d\u5728paddlepaddle\u4e2d":60,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":60,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":63,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":47,"\u76ee\u524d\u7684\u4f18\u5316":60,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":63,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":59,"\u76ee\u5f55\u4e0b":64,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":60,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":63,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":64,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":63,"\u76f8\u5173\u5c42":59,"\u77e9\u9635\u5927\u5c0f\u662f":59,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":63,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":63,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":35,"\u79bb\u7ebf\u6279\u5904\u7406":36,"\u7b2c\u4e00\u4e2atag\u4e3a":84,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":84,"\u7b2c\u4e8c\u4e2a\u4e3a":84,"\u7b49":[60,64],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":64,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":84,"\u7b49\u6587\u4ef6":64,"\u7c7b\u4f3c":64,"\u7c7b\u540d\u548cc":63,"\u7c7b\u578b":63,"\u7ea2\u697c\u68a6":127,"\u7ed3\u8bba":63,"\u7edf\u4e00\u7528":36,"\u7f16\u8bd1\u5668\u6ca1\u6709":63,"\u7f16\u8bd1\u578b\u8bed\u8a00":63,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":60,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":84,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":84,"\u7f16\u8bd1c":64,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":64,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":63,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":64,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":47,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":35,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":63,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":63,"\u800c\u5bf9\u4e8egolang":63,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":63,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":64,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":36,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":63,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":35,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":64,"\u826f\u597d\u7684\u6587\u6863":63,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":60,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":35,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":64,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":60,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":63,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":63,"\u8ba1\u5212\u5728":[59,60],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":35,"\u8ba9paddle\u6838\u5fc3\u4e2d":64,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":35,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":84,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":84,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":84,"\u8bbe\u7f6e":64,"\u8bc6\u522b\u6570\u5b57":84,"\u8bcd\u5411\u91cf":84,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":59,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":60,"\u8be6\u7ec6\u8bbe\u8ba1":47,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":84,"\u8bf4\u660e":35,"\u8bf7\u53c2\u8003":64,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":60,"\u8f6c\u6362\u5197\u4f59":59,"\u8f6c\u6362\u51fd\u6570":60,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":36,"\u8f6c\u6362\u8017\u65f6":59,"\u8f93\u5165\u68af\u5ea6":60,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":60,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":60,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":35,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":59,"\u8fd1\u671f\u76ee\u6807":60,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":84,"\u8fd8\u662f\u4ece":36,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":64,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":59,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":64,"\u8fd9\u4e09\u4e2a\u5206\u652f":84,"\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":59,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":64,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":64,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":64,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":63,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":63,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":64,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":64,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":64,"\u8fd9\u4e2a\u9009\u62e9":[59,60],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":64,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":36,"\u8fd9\u4e9b\u4f1a\u5728":[59,60],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":60,"\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":36,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":84,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":63,"\u8fd9\u662f\u56e0\u4e3a":63,"\u8fd9\u6837":64,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":60,"\u8fd9\u6837\u4fdd\u8bc1":84,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":36,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":47,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":60,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":60,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":63,"\u8fd9\u91cc":60,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":84,"\u8fd9\u91cc\u9009\u62e90":84,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":35,"\u8fdb\u4e00\u6b65\u4f18\u5316":60,"\u8fdb\u5165":84,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":84,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":60,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":84,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":47,"\u901a\u5e38":64,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":84,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":35,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":59,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":64,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":47,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":84,"\u90a3\u4e48":64,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":60,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":60,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":60,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":36,"\u90fd\u662f\u4ee5ext\u5f00\u5934":60,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":63,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":59,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":47,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":35,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":63,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":84,"\u91cc\u9762\u6dfb\u52a0":60,"\u91cd\u5199\u7236\u7c7blayer\u7684":60,"\u91cd\u547d\u540d\u6210":63,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":63,"\u9519\u8bef\u5904\u7406":63,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":63,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":63,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":64,"\u96c6\u6210\u5230":59,"\u96c6\u6210\u5230paddlepaddl":60,"\u9700\u8981":36,"\u9700\u8981\u4fee\u6539build":84,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":47,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":64,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":84,"\u9700\u8981\u5f15\u7528":64,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":63,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[60,84],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":60,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":64,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":84,"\u9ed8\u8ba4256k":47,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":59,"abstract":[43,46,50,70,83,85,101,117],"api\u4e2d\u4f7f\u7528":63,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":64,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":64,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":64,"api\u63a5\u53e3":47,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":64,"api\u65f6":64,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":64,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":64,"api\u66b4\u9732\u7684\u7c7b\u578b":64,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":64,"api\u7684\u5b9e\u4f8b":64,"api\u7684\u5b9e\u73b0\u7ec6\u8282":64,"api\u7684\u63a5\u53e3":64,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":64,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":64,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":64,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":64,"apis\u505a\u4e86\u5c01\u88c5":59,"block\u6784\u6210\u4e00\u4e2amodel":35,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":84,"boolean":[21,46,48,55,63],"break":[13,33,90,130],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":84,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":84,"byte":[13,15,47,62],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":63,"c\u6709\u6807\u51c6\u7684abi":63,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":63,"case":[8,20,21,37,43,46,50,58,64,70,74,76,77,81,98,101,102,107,111,118,125,128,130],"char":39,"ci\u73af\u5883\u4f7f\u7528":84,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":84,"class":[4,5,6,7,8,9,10,11,13,14,18,20,21,23,26,28,29,32,43,44,45,49,50,51,53,54,56,58,63,67,68,72,73,77,81,82,83,85,86,87,88,90,102,103,108,116],"compute\u51fd\u6570":59,"const":[32,37,39,49,56,57,71,72,74,82,85,87,88,89,90,101,102,103],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":64,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":64,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":64,"core\u6982\u5ff5":64,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":36,"default":[2,6,7,8,9,10,11,13,14,15,18,21,25,28,29,32,33,43,44,52,56,62,65,66,74,75,85,86,87,91,92,93,95,99,100,102,106,109,110,111,112,117,119,121,122,123,125,130],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":60,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":60,"dnn\u4e2d\u7684":60,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":60,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":60,"dnn\u4f1a\u7528\u5230":60,"dnn\u5171\u540c\u4f7f\u7528":60,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":60,"dnn\u5728\u53d1\u5e03":60,"dnn\u5b9e\u73b0":60,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":60,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":60,"dnn\u7684":60,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":60,"dnn\u7684\u6027\u80fd":60,"dnn\u7684\u60c5\u51b5\u4e0b":60,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":60,"dnn\u7684\u6d4b\u8bd5":60,"dnn\u7684\u73af\u5883\u4e0b":60,"dnn\u7684\u76f8\u5173\u529f\u80fd":60,"dnn\u7684\u7ed3\u679c":60,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":60,"dnn\u7684layer":60,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":60,"enum":[37,39,65,72,73,86,87,91],"export":[50,54,93,104,109],"final":[8,9,21,30,31,54,66,67,90,101,102],"float":[2,6,7,8,10,13,21,44,49,56,87,88,89,101,102,103,107,119,127,129],"function":[2,4,8,9,13,21,26,29,31,32,34,38,39,40,42,43,44,45,49,50,53,56,61,66,67,70,71,72,73,74,76,77,79,81,82,83,85,87,89,90,98,101,102,103,106,107,109,117,125,128,130],"golang\u53ef\u4ee5\u4f7f\u7528":63,"golang\u7684":63,"gpu\u7b49":84,"h\u5e76\u4e0d\u56f0\u96be":63,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":36,"import":[2,4,7,8,29,32,33,43,52,54,55,61,66,67,73,79,85,95,96,98,102,107,109,111,123,127,128,129,130],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":47,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":36,"instance\u5305\u6db5\u4e24\u4e2a\u503c":36,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":36,"int":[2,6,7,8,9,13,14,15,21,31,32,37,38,39,42,43,55,56,59,60,61,63,64,72,73,75,76,78,86,87,88,90,91,101,103,109,119,130],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":63,"layer\u65f6":60,"layer\u7684\u540e\u9762\u63a5\u6709cpu":60,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":84,"long":[1,8,9,13,50,107],"mkl\u5e93\u7684":59,"mklml\u4ee5\u53camkl":60,"mklml\u53ef\u4ee5\u4e0emkl":60,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":60,"mode\u4e0b\u7684\u7ed3\u679c":59,"model\u505a\u5206\u652f\u7ba1\u7406":84,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":36,"new":[2,8,13,30,31,32,33,34,37,38,39,40,41,44,49,50,58,59,61,65,67,70,75,76,77,80,81,83,87,90,96,99,100,105,111,112,125,128,130],"note\u7684\u4e66\u5199":84,"null":[54,101,117],"op\u7684\u4fe1\u606f":60,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":60,"org\u76ee\u524d\u9075\u5faa":84,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":59,"packed\u76f8\u5173\u529f\u80fd":59,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":63,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":63,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":63,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":63,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":64,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":63,"paddle\u7684c":64,"paddle\u8bad\u7ec3\u4efb\u52a1":36,"paddle\u8def\u5f84\u4e0b":64,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":63,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":64,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":63,"paddle_\u7c7b\u578b\u540d":64,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":64,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":60,"paddlepaddle\u4f7f\u7528git":84,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":84,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":36,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":84,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":84,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":84,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":60,"patch\u53f7":84,"patch\u53f7\u52a0\u4e00":84,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":47,"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":47,"pfsserver\u63d0\u4f9brest":47,"public":[14,18,32,49,51,56,72,82,85,87,88,90,101,102,103,109,111,112],"py\u4e2d":84,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":84,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":84,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":36,"reader\u8f93\u51fa\u7684data":36,"resnet\u7684mkl":60,"return":[2,6,7,8,9,11,13,14,15,18,21,23,28,29,30,31,32,36,37,39,42,43,45,49,51,52,54,56,57,58,61,66,67,68,72,73,74,75,77,80,82,85,87,88,90,98,101,102,103,111,128,129,130],"rnn\u90e8\u5206\u4e2d":59,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":36,"server\u4e4b\u4e0a":35,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":35,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":35,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":35,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":35,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":35,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":35,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":35,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":35,"server\u751f\u6210\u4e00\u4e2auuid":35,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":35,"server\u7684\u6570\u636e\u5feb\u7167":35,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":35,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":35,"short":[8,9,49,52,75,85,90,102],"static":[28,39,64,85,87,111,122,125],"super":[75,101],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":63,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":63,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":63,"swig\u76f4\u63a5\u8bfb\u53d6c":63,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":63,"switch":[32,64,80,111],"tag\u4e3a":84,"tag\u53ef\u4ee5\u662flatest\u6216latest":84,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":84,"throw":111,"true":[2,6,7,8,9,10,11,13,15,20,21,28,29,31,32,37,50,55,59,68,73,74,76,84,87,90,98,101,109,111,117,119,129],"try":[33,34,37,38,39,50,54,58,61,76,85,93,95,99,107,122,128],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":64,"var":[31,32,43,44,51,53,55,68,73,74,75,81,85,90,104],"void":[32,37,39,46,49,51,56,61,62,63,64,73,74,86,87,88,89,101,102,103],"wheel\u5305":84,"while":[1,2,6,13,21,32,41,50,54,57,58,67,70,71,76,83,85,88,98,102,103,117,128,130],AGE:[111,112],AWS:[13,36,109,114,115],And:[2,7,8,10,13,14,15,21,28,30,37,41,42,46,52,54,65,69,72,76,85,88,98,111,119,127,129],But:[2,8,9,13,21,30,51,57,65,72,85,95,100,109,125],EOS:8,For:[1,2,7,8,9,10,13,21,28,29,31,32,38,39,40,42,43,44,45,50,51,53,56,58,62,65,66,67,70,71,72,73,74,75,76,77,80,81,82,83,86,87,88,89,91,92,93,96,98,100,101,102,103,106,107,116,117,119,121,123,125,127,129,130],Has:2,IDE:[99,122],IDs:[14,21,41,67,130],IPs:109,IRs:77,Ids:130,Into:111,Its:[2,7,8,86,98,102,111],K8s:125,NMS:8,NOT:[75,102],Not:[29,34,58,95,125],ONE:2,OPs:[77,79],One:[7,9,21,28,30,41,62,65,80,85,89,98,101,117,128,130],Ops:[81,83,87,102],PFS:47,PRs:104,QoS:112,Such:[56,75,90],THE:2,TLS:[29,47,111],That:[8,13,69,93,117,119],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,31,33,34,38,40,41,42,44,45,48,49,54,57,58,61,62,64,66,67,69,70,72,73,74,75,76,77,79,80,83,85,86,87,88,89,90,91,93,95,98,99,100,101,102,103,104,106,107,108,109,110,111,112,117,119,121,126,127,128,129,130],Their:[2,8,34],Then:[4,8,9,21,43,51,56,58,69,72,74,92,93,95,98,101,106,107,109,111,112,113,127],There:[7,8,14,21,28,29,32,33,34,39,41,42,48,49,50,54,58,65,66,67,70,71,72,75,77,83,85,86,88,102,107,111,121,122,128,129,130],These:[7,15,31,32,44,49,53,68,83,86,87,92,109,119],Use:[2,7,13,29,48,76,78,81,92,101,106,107,111,117,118,123],Used:[9,18,22,81,88],Useful:2,Uses:[58,122],Using:[21,34,50,70,76,81,83,85,94,99,103,112],VMs:99,VPS:111,WITH:123,Will:[13,28],With:[2,8,9,43,44,50,69,73,90,128],YES:42,Yes:[60,93,99],___fc_layer_0__:111,__align__:49,__cuda_align__:49,__device__:49,__doc__:87,__file__:42,__forceinline__:49,__fp16:49,__global__:49,__gradient_machines__:28,__hadd:49,__half:49,__half_raw:49,__impl__:87,__init__:[44,45,52,58,68,75,90,101,106],__main__:[52,129],__metaclass__:102,__name__:[52,129],__param_conf__:28,__rnn_step__:98,__tmp_params__:28,__va_args__:82,__x:49,_addup_repetitive_outputs_:31,_append_backward_ops_:[31,44],_append_backward_vars_:31,_binari:33,_create_global_var:75,_def:58,_dtype:54,_error:128,_filer:61,_filter:61,_fwd:61,_fwd_pd:61,_input:61,_librari:33,_link:9,_live_in:58,_live_out:58,_loss:52,_op:[54,102],_output:61,_presucessor:58,_program:58,_proj:8,_remove_no_grad_branch_:31,_reorder_input:61,_res2_1_branch1_bn:129,_source_language_embed:[98,127],_src_input:61,_sucessor:58,_target_language_embed:[98,127],_test:33,_update_op:45,_use:58,_value_index:54,a75:49,a_op:102,aaaaa:36,aaaaaaaaaaaaa:111,abbrevi:15,abc:8,abi:121,abil:52,abl:[8,29,31,56,68,72,75,77,80,91,125,128],about:[4,9,15,32,33,42,48,58,66,76,77,85,87,88,93,95,96,102,106,107,111,116,117,121,123],abov:[2,4,7,8,21,29,31,32,33,34,38,43,49,50,51,53,61,66,67,68,69,70,72,73,75,77,80,87,90,93,94,96,99,100,102,103,106,107,111,112,121,125,128,129,130],abs:[9,20,30,52,128],abs_numerical_grad:30,absolut:[1,93,121,123],acceler:[8,35,60,69,70,93,119],accept:[2,4,6,8,13,21,29,81,121,130],access:[1,8,9,21,29,33,38,41,42,43,75,77,95,98,109],accessmod:111,accessor:75,accord:[1,2,7,8,15,21,30,31,39,53,67,77,79,81,90,102,109,116,117,119],accordingli:[4,7,8,101],account:[81,100,125],accrodingli:37,accumul:[34,39,45,69,70],accur:[30,41,72],accuraci:[7,18,45,101,130],achiev:[69,70,88,107],ack:117,acquir:50,across:[8,13,31,66],act1:54,act2:54,act:[8,9,21,22,32,54,67,75,77,80,90,96,98,108,130],act_output:87,act_typ:[54,130],actgat:21,action:[77,111],activ:[4,9,21,27,33,54,58,67,72,75,77,83,87,96,98,101,103,104,117,130],activi:9,actnod:21,actual:[2,8,37,44,50,52,54,61,65,70,87,88,89,103],actual_kernel_typ:89,actual_layout:61,adadelta:130,adagrad:[23,70,86,130],adagradoptim:68,adam:[23,29,39,52,130],adamax:[23,130],adamoptim:[127,130],adapt:[7,10,21,28,72],add:[2,8,9,13,20,21,23,26,28,30,31,32,33,37,41,45,49,51,55,57,68,70,74,75,77,79,81,83,85,88,92,99,100,101,102,103,107,108,119,123,130],add_activ:75,add_bia:75,add_depend:33,add_execut:33,add_input:[66,101],add_memori:66,add_output:66,add_scalar:[32,67,73],add_sum:75,add_test:[33,101],add_two:[32,66],add_unittest_without_exec:101,addattr:[87,102],addbia:101,addcom:[87,102],added:[2,7,8,18,21,26,28,32,44,49,65,69,70,79,83,100,101,102],adding:[83,100,129],addinput:[87,102],addit:[8,9,31,69,72,81,83,90,102,103,130],addition:66,addmemori:61,addop:[51,103],addoutput:102,addprimit:61,addprimitivedesc:61,addr:34,address:[34,39,43,77,80,93,107,109,110,113,117,125],addrow:101,addtolay:8,addtyp:87,adjust:[31,44],admin:125,administr:[41,99,125],adopt:[49,52],advanc:[30,98,107,117],advantag:[30,49,50,70,76,109],adversari:[52,76],advic:107,affect:[8,32],affili:67,afford:38,afi:2,aforement:33,after:[8,9,14,15,31,32,33,38,39,41,44,46,48,49,58,61,69,71,72,75,77,78,79,92,93,98,100,101,102,103,106,109,110,111,112,117,119,121,122,128,129,130],aftern:72,again:[29,34,70,107],against:111,age:14,agg_level:8,aggreg:[45,69,111],ago:33,aid:107,alex:21,alexnet_pass1:119,alexnet_pass2:119,algo:61,algorithm:[8,10,21,31,38,44,58,61,67,70,83,89,98,127],alia:[5,6,8,21],align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,34,37,39,41,42,43,44,46,48,50,52,53,54,57,58,61,62,64,65,66,67,68,69,70,72,73,75,77,78,80,81,87,88,93,98,99,101,103,107,108,109,110,111,112,116,117,119,121,122,123,125,127,128,129,130],all_output_nam:31,alloc:[6,39,42,58,61,88,101,103,108,119],allow:[29,39,43,44,50,70,77,83,100,101,107,111,117,130],allow_only_one_model_on_one_gpu:[116,117,119],allreduc:69,almost:[21,99,110,127],along:[15,21],alpha:[33,83],alreadi:[21,33,34,50,61,75,77,79,85,93,107,110,111,117,123],alreali:116,also:[1,2,8,9,14,21,29,31,32,33,37,40,49,50,51,52,53,54,57,58,65,66,67,70,71,72,73,74,75,76,83,85,87,88,90,92,93,95,98,99,101,102,104,107,109,112,121,125,128,129,130],altern:[102,106],although:[31,69],altogeth:125,alwai:[4,8,9,21,28,33,62,80,86,111,117],amazon:[111,112,130],amazonaw:111,amazonec2fullaccess:111,amazonelasticfilesystemfullaccess:111,amazonroute53domainsfullaccess:111,amazonroute53fullaccess:111,amazons3fullaccess:111,amazonvpcfullaccess:111,ambigu:76,amd64:111,amd:65,amend:100,among:[21,111],amort:69,amount:[21,107],analys:[58,72],analysi:[72,106,107],analyz:[58,130],ancestor:[73,75],andd:111,andrew:58,android:[123,124],android_abi:121,android_api:121,android_arm_neon:121,android_native_api_level:121,android_standalone_toolchain:121,android_toolchain:121,ani:[1,2,8,9,13,21,23,29,33,34,39,41,42,43,46,49,50,56,58,62,67,69,70,75,76,77,79,80,82,83,89,92,99,102,103,107,111,113,123,130],annoi:110,announc:49,anoth:[2,8,13,28,29,31,32,42,50,61,67,75,85,87,88,89,99,111,117],anroid_arm_mod:121,ans:111,answer:[43,50,100,111],anymor:69,anyth:[13,67,76,111],anytim:52,anywai:[106,121],apach:60,apart:21,api:[14,18,28,29,31,33,39,40,42,43,45,47,51,52,54,66,71,72,81,84,90,91,92,95,101,102,106,107,109,111,120,121,122,123,125,126,128,130],api_shar:33,api_test:33,api_trainer_config_helpers_lay:98,apiserv:111,apivers:[111,112],app:122,appar:31,appear:[43,50,53,88],appel:58,append:[2,21,28,31,44,45,67,75,76,98,100,101,109],append_backward:[23,31,68,106],append_batch_s:21,append_clip_op:44,append_gradient_machin:28,append_op:[44,57,75],append_oper:75,appl:122,appleyard:107,appli:[8,21,52,53,69,72,85,98,101,130],applic:[25,43,49,50,53,75,81,100,102,106,107,109,111,112,125],applyl1:37,appoint:102,appreci:100,approach:[8,69,70,71,77,78,79,83,121,123,125],appropri:77,approxim:[20,70],apt:[93,106],arang:21,arbitrari:[8,62,77,103],arch:121,architectur:[49,92,109,121,122,127],archiv:[14,63,64],area:52,arg:[2,7,9,25,31,54,68,87,102,116,128,129,130],arg_nam:8,argu:74,argument:[2,4,8,13,15,25,31,32,37,38,68,71,74,75,80,92,98,100,101,117,118,127,128,129],argv:129,arithmet:49,arm64:[121,122],arm64_standalone_toolchain:121,arm:[49,121,122,123],arm_standalone_toolchain:121,armeabi:121,armv7:[49,122],armv8:49,arn:111,around:[2,8,41,58,75,111,125],arrai:[4,6,8,13,15,21,28,39,43,53,67,73,75,76,81,90,102,129],arrang:90,array_to_lod_tensor:58,arrow:52,articl:[50,53,99,109,112,123],artifact:[84,95,111],artifici:[20,58,128],arxiv:[9,20,52,128],as_row_vector:8,as_step_input:32,asgd:70,ask:[31,34,41,99],assgin:58,assign:[7,8,31,38,43,44,49,69,78,103,109,111,117,125],assignmemt:58,associ:[71,82,103],assum:[7,8,21,32,61,77,93,98,119,127],assumpt:77,assur:1,ast:43,astyp:[76,102,128],asyc:34,async:[34,116],async_count:117,async_lagged_grad_discard_ratio:117,async_lagged_ratio_default:[116,117],async_lagged_ratio_min:[116,117],asynchron:[34,69,72,109,117],atom:78,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,32,43,44,54,57,61,73,74,75,87,98,102],attr_map:87,attrdesc:73,attribu:61,attribut:[2,8,9,21,27,31,32,44,57,73,79,81,85,87,90,101,102,127],attributemap:102,attrproto:87,attrtyp:[73,87,102],attrvalu:87,auc:[45,116],aucvalidationlay:117,authent:111,author:[47,111,129],auto:[32,37,61,63,74,78,81,85,89,90,92,100,101,102,103,107],autom:[109,111],automat:[8,29,31,39,44,51,68,77,79,81,87,92,98,100,101,102,106,110,111,116,117,122],avail:[34,39,49,50,58,79,80,95,111,125],averag:[7,8,11,21,28,38,117,129,130],average_test_period:[116,117],avg:[107,130],avg_cost:108,avg_x:21,avgcost:130,avgpool:[8,130],avoid:[30,32,34,57,61,69,70,71,77,92,107],avx2:92,avx:[92,93],awai:50,await:112,awar:[29,43,45,66,75,99,106,111],awk:113,aws:47,aws_account_id:111,awsaccountid:111,awskeymanagementservicepowerus:111,axes:21,axi:[8,21],axis:8,aync:79,b2t:127,b363:112,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:112,ba5f:111,back:[2,8,21,28,31,34,49,52,70,77,93,102],background:[7,8,83,109],background_id:[7,8],backpropag:[30,31],backward:[5,8,9,26,30,32,37,39,44,52,59,60,68,70,71,74,82,83,98,101,108,117,119],backward_first:98,backward_op:30,backwardactiv:101,bag:130,baidu:[50,112,127],baik:127,bake:77,balanc:[69,79,111,117,128],bandwidth:[49,69],bare:[112,125],barrier:[109,117],barrierstatset:107,basci:54,base:[7,8,11,13,14,18,20,21,23,26,29,38,44,45,49,50,56,61,65,68,69,70,72,77,81,82,83,88,90,98,99,101,102,106,107,108,111,117,121,122,127,128,130],baseactiv:9,baseerrorclipattr:44,baseev:28,basematrix:101,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[92,93,99,109,111,112],basic:[2,8,28,54,61,72,73,77,81,82,90,101,130],batch:[2,8,9,13,15,18,21,28,29,32,34,36,37,45,46,50,52,55,65,66,67,69,70,90,100,101,111,112,117,128,129,130],batch_0:129,batch_id:[28,52],batch_im:52,batch_images_from_tar:15,batch_label:52,batch_norm:52,batch_norm_lay:9,batch_norm_typ:8,batch_read:[36,76],batch_siz:[2,13,52,59,67,127,128,130],batch_szi:52,batch_z:52,batchnorm:[21,52],batchsiz:[8,101],bazel:33,bbbbb:36,bbox:7,bcd:8,bcebo:14,bcm2708:123,bdist_wheel:84,beacus:54,beam:[8,98,117],beam_gen:[8,98],beam_search:[28,67,98],beam_siz:[8,67,98,116,117,119],becaus:[4,7,8,14,29,32,33,34,39,49,67,71,75,76,83,85,86,89,90,91,98,99,101,103,106,111,119,121,130],becom:[78,79,85,88,107],been:[2,8,9,21,31,33,38,50,99,100,130],befor:[4,8,9,31,34,41,44,48,53,65,70,71,72,76,83,92,93,100,102,106,111,121,122,125],begin:[4,7,8,18,31,37,39,45,48,53,67,69,101,109],beginiter:[28,29],beginn:98,beginpass:[28,29],begintrain:29,behavior:107,behind:[50,90],being:[31,41,44,50,74,76,103,106,128],belong:[7,8,77,85],below:[2,32,34,39,49,50,62,71,76,77,79,83,90,91,92,95,98,101,107,109,111,121,122,128,130],benchmark:62,benefit:[9,41,42,67],bengio:20,besid:[1,8,14,58,65,69,77,95],best:[33,61,93,99,117,130],besteffort:112,beta1:[10,23],beta2:[10,23],beta:[52,129],better:[9,33,50,58,61,67,89,111,122,125,128],between:[7,8,15,21,28,31,33,34,39,49,50,61,64,69,71,77,79,80,82,85,93,102,103,111,128,130],bgr:[15,129],bi_gru:9,bi_lstm:9,bia:[8,9,21,67,75,98,101,129],bias:[8,21,101],bias_attr:[8,9,21,75,98],bias_initi:21,bias_param_attr:9,biases_:101,biasparameter_:101,biassiz:101,bidi:112,bidirect:[8,9,98],big:[43,58,79,107,125],bigger:34,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:107,bin:[93,109,111,112],binari:[2,7,8,13,21,33,42,49,52,62,77,92,94,95,99,106,107,111,127,130],bind:[43,49,51,85,88],bit:[49,50,130],bitcod:122,bla:[93,122],black:[52,122],blank:[8,111,122],block0:58,block1:58,block2:58,block:[8,31,35,37,39,43,44,45,46,50,56,58,65,66,68,77,78,79,88,101,102,103,107,117,129],block_i:8,block_id:[43,46],block_x:8,blockdesc:[32,53,75,81],blockdescbind:56,blockingcount:78,blueprint:67,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,81,98,104,108,126],bool:[2,6,7,8,9,10,11,13,15,21,28,32,49,55,57,59,60,61,74,75,86,87,90,91,101,117,119,130],boost:[65,88],boot:[8,98,125],boot_bia:8,boot_bias_active_typ:8,boot_lay:98,boot_stat:90,boot_with_const_id:8,bootstrapp:125,borrow:[52,90],bos_id:[8,98],both:[5,6,8,9,15,21,29,32,33,34,41,49,50,52,56,58,65,67,69,72,74,77,79,86,88,98,101,102,103,104,107,109,111,122,128,129,130],bottl:69,bottleneck:[72,107,129],bottom:28,bound:[8,58],boundari:77,boundri:7,bow:130,box:[8,52,107],brace:[32,53],brain:41,branch:[8,21,29,32,33,50,55,73,77,84,95,100,102,104],breadth:117,break_if:90,brief:[33,39,49,88,103],briefli:107,bring:[50,58,103],broadcast:[21,34,69,81,125],broken:100,browser:[93,104,106,111],bsd:[69,99],bucket_nam:111,buddy_alloc:100,buf:37,buf_siz:13,buffer:[2,13,37,61,62,70,76,85,108,117],buffer_s:13,buffered_read:76,bufsiz:13,bug:[100,111],build:[8,14,33,42,53,54,58,60,70,77,83,84,87,93,95,96,100,102,106,109,111,114,115,117,124,127,129,130],build_android:121,build_dict:14,build_model:52,builder:100,buildtool:84,built:[33,43,49,50,58,65,69,77,87,90,92,95,99,106,121,123,125,128],bunch:[62,107,109,130],button:[100,104,111],c11:63,c703c041:100,c99:64,c99e:111,cach:[49,77,92,130],cache_pass_in_mem:[2,130],cachetyp:[2,130],cacul:[9,45,109],caff:[32,50],caffe2:[32,43,50],calc_batch_s:2,calcul:[2,7,8,9,18,21,30,31,34,39,45,49,58,78,93,98,101,107,109,117,119,128],calcut:58,calendar:72,call:[2,7,8,9,13,21,28,29,30,31,32,37,38,39,40,42,43,44,50,52,53,58,66,67,68,72,75,77,81,82,85,87,88,90,96,98,99,101,102,103,106,107,109,111,117,129,130],callabl:[2,6,8,13,14],callback:[44,101],caller:[30,106,111],can:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,34,37,38,41,42,43,44,46,49,50,51,52,53,54,56,57,58,61,65,66,67,68,69,70,72,73,74,75,76,77,79,80,81,82,83,87,88,89,90,92,93,94,95,96,98,99,100,101,102,103,104,106,107,109,110,111,112,113,116,117,119,121,122,123,125,127,128,129,130],can_over_batch_s:2,cancel:41,candid:[8,21,67],candidate_activ:21,cannot:[80,81,85,90,101,102],cantain:54,capabl:[49,71,81],capac:[83,111],capi:[63,92],capi_prvi:64,caption:67,captur:[8,110],card:[69,109],care:[9,42,58,76,88,93,116,117,125],carefulli:[117,129],caret:28,carpedm20:52,carri:21,cast:[49,89],cast_to_op_attr:87,cat:[13,15,93,113,129],categori:[8,14,34,130],categorig:14,categoryfil:112,caus:[34,48,95,102],caution:[111,112],cbla:59,cc_:33,cc_binari:33,cc_test:33,cclient:40,cde:8,cdn:14,cduadevicecontext:[65,88],ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,cell_t_prev:21,cell_valu:21,center:[2,15],center_crop:15,cento:[92,95,96,125],central:83,ceph:[13,36,112],cephf:[36,42,47],certain:[1,21,57,58,65,68,72,85,88,116],certif:[29,47,111],cffi:63,cfg:[58,112],cgo:63,chain:[13,31,53,101],challeng:[8,34,50,55,88],chanc:[29,49,101,130],chang:[8,14,33,38,42,50,61,71,73,76,82,84,85,92,98,100,101,102,103,107,109,111,117,121,130],changes:61,channel:[8,9,15,21,43,107,129],channel_shar:8,channl:129,chapter:[66,67],chapter_data:66,chapter_out:66,charact:130,characterist:119,check:[2,13,31,32,33,44,61,74,81,92,95,100,102,104,109,111,117,119],check_align:13,check_attr:87,check_eq:101,check_fail_continu:2,check_grad:[30,102],check_l:101,check_output:102,check_sparse_distribution_batch:[116,117],check_sparse_distribution_in_pserv:[116,117],check_sparse_distribution_ratio:[116,117],check_sparse_distribution_unbalance_degre:[116,117],check_styl:100,checker:81,checkgrad:117,checkgrad_ep:117,checkmark:125,checkout:100,checkpoint:[74,79],checksum:47,child:32,china:93,chines:104,chip:50,chmod:111,choic:[33,50,93],choos:[57,92,93,94,99,117,121,130],chosen:[1,52,65],chunk:[38,47,128],chunk_schem:7,chunktyp:7,chw:15,cifar:128,circl:53,circumst:88,claim:111,claimnam:111,clang:[49,63,100,121],clarifi:7,clariti:67,classdim:21,classfic:129,classic:[8,58],classif:[2,4,8,20,53,119,129,130],classifi:[8,52,128,129,130],classification_cost:[77,130],classification_error_evalu:[7,128,130],classification_evalu:7,claster:111,clean:[4,32,33,46,71,81,92,99,100],clear:[7,33,67,71,85,123],clearer:[71,75],clearli:[85,89],cli:111,click:[95,100,104,106,107,111],client:[37,40,81],clip:[6,9,117,130],clip_op:44,clock:8,clone:[8,92,99,100,104,106,121,123],close:[2,76,80,100],cloud:[33,34,42,47,48,80,81,125],cloud_read:13,cls:130,cludform:111,cluster:[13,28,29,32,34,39,77,80,112,116,117,130],cluster_test_fil:109,cluster_train:110,cluster_train_fil:109,cluster_train_v2:[110,113],cm469:111,cmake:[64,92,99,100,101,102,104,106,107,121,122],cmake_build_typ:[106,121,122,123],cmake_c:122,cmake_install_prefix:121,cmake_system_nam:[121,122,123],cmakelist:[33,59,60,101],cmatrix:[63,64],cmd:112,cname:111,cnn:[8,21,112,129,130],coars:51,code:[2,4,8,13,29,31,33,41,46,49,50,51,52,53,57,62,65,68,70,71,72,74,76,77,79,81,82,83,87,90,92,93,95,96,98,99,101,102,103,104,105,107,109,111,112,128,130],codebas:[81,100],coeff:8,collabor:34,collect:[8,14,28,72],collectbia:101,color:[15,129],colour:14,column:[7,8,21,53,76,80,101,106,127],column_evalu:7,com:[8,9,14,33,52,84,92,99,100,104,106,108,111,112,121,123,125,129],combin:[7,8,9,13,23,28,58,68,81,85,128],come:[45,58,73,77,90],comma:[25,28,39,117,127],command:[1,4,13,25,33,37,42,48,92,93,95,96,99,100,101,102,104,105,106,107,110,111,112,113,114,115,121,122,123,127,128,129],commandlin:107,commenc:130,comment:[21,33,54,87,100,102,130],commit:[33,100],common:[15,20,23,26,36,83,88,98,101,116],commonli:[48,83,98,106,107,119,123],commun:[34,39,40,69,77,79,100,101,109,111],compani:50,compar:[30,33,43,81,99,101,102,128,130],comparison:[33,50],compat:[2,49,51,69],competit:128,compil:[8,33,54,56,58,65,69,77,82,86,87,91,99,101,104,109],complaint:33,complet:[4,8,9,14,21,23,28,31,32,34,38,39,44,47,53,62,65,81,94,101,102,103,106,111,112,125,130],complex:[1,2,9,41,58,67,81,98,107,130],complic:[8,51,76,77,89,90],compon:[54,77,90,101],compos:[13,29,51,54,66,75,81,128],composenotalign:13,composit:51,compress:38,compris:31,compromis:99,comput:[8,9,21,25,29,30,34,46,49,50,54,58,62,65,68,69,70,72,77,79,80,82,85,88,89,91,93,98,99,100,101,102,106,107,108,109,111,119,121,122,123,130],computation:[8,98],computationgraph:54,con:69,concat:[52,98],concaten:[8,9,21,52,66,90],concentr:81,concept:[2,7,29,43,50,51,52,54,61,66,67,70,71,73,80,85,90,91,98],conceptu:[46,50,52,54],concern:[29,45,122],concis:[52,90],conckerneltrac:25,conclud:102,concret:[81,88,102],concurr:[34,41,50,72,79,109],concurrentremoteparameterupdat:117,cond:[21,32,50,55,73],condit:[8,21,38,50,55,61,77,98,112],condtion:52,conduct:107,conf:[4,8,110,127,128,129],conf_paddle_gradient_num:111,conf_paddle_n:111,conf_paddle_port:111,conf_paddle_ports_num:111,conf_paddle_ports_num_spars:111,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,25,36,48,67,101,111,112,116,117,125,127,128,129,130],config_:[37,117],config_arg:[116,117,119,129,130],config_bas:[7,8,28],config_lay:101,config_len:39,config_pars:[4,59,60,101],config_proto:39,configur:[0,1,2,4,8,21,28,31,37,39,41,42,50,54,57,75,79,88,89,96,97,99,100,101,102,103,107,109,117,121,123,125,127,129],confirm:48,conflict:[85,100],confus:[15,52,57],congest:117,conll:14,connect:[1,9,21,42,43,77,79,101,109,111,112,125,128,129,130],connectionist:8,consequ:[8,9],consid:[7,8,20,31,74,88,99,107,119,125],consider:[2,8,9,65],consist:[7,8,14,15,21,38,62,73,76,81,82,87,102,129,130],consol:[107,111],consolid:[32,104],constant:[8,20,21,54,56,57,65,80,101,102],constantiniti:21,constraint:[77,85],construct:[2,4,7,21,29,46,54,58,66,75,81,85,87,91,98],constructbackwardgraph:53,constructoptimizationgraph:53,constructor:[21,44,49,72,75,81,85,87,101,102],consum:[34,106],consumpt:58,contact:41,contain:[2,7,8,9,11,13,14,15,21,28,29,31,32,38,46,52,54,61,62,65,71,72,75,80,81,82,85,86,87,90,91,94,95,98,99,102,109,111,113,122,129,130],container:109,containerport:111,content:[39,48,62,67,104,112],content_dir:104,content_len:39,context:[8,9,14,44,61,85,86,88,98,102,103,108,127,130],context_attr:9,context_len:[8,9,130],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,130],contin:111,continu:[2,7,31,34,62,109,117,121],contrast:8,contrib:83,contribut:[83,99,105],contributor:81,control:[6,32,43,80,111,112,117,125],controlflowgraph:58,conv2d:52,conv:[9,52,61,89],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_fwd:61,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:[29,31,54,68,87],convent:[31,39,100,102],converg:[110,128],convers:[49,50,77],convert:[2,4,14,21,36,49,50,61,76,78,82,127,129,130],convlay:8,convlution2d:21,convolut:[8,9,13,21,22,52,65,75,88,128,129],convolution2d:21,convolution_algorithm_opt:61,convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,100],coordin:[34,39],copi:[28,29,38,41,48,53,66,67,69,70,90,92,100,109,111,113,128],copy_from:44,copy_shared_paramet:128,copytonumpymat:128,core:[2,6,18,21,31,54,57,64,70,71,90,99,108,117],coreo:[111,125],corespond:21,corner:81,corpu:14,correct:[2,8,21,30,31,49,69,101,102,111],correctli:[7,13,31,49,52,101,128],corresond:49,correspend:21,correspoind:29,correspond:[2,4,8,21,26,29,31,32,33,44,49,54,55,61,65,66,67,75,80,81,82,83,87,88,101,102,103,106,122],correspondingli:122,corss_entropi:29,cortex:49,cos:[8,87],cosin:[8,21,87],cosineop:87,cosineopproto:87,cosineopprotomak:87,cost:[4,21,28,29,31,53,68,69,73,74,77,80,89,108,117,128,130],cost_id:8,cost_np:74,cost_val:77,could:[2,4,8,13,28,29,30,38,43,49,50,66,68,70,71,73,75,76,77,78,79,82,99,106,107,110,111,121,130],count:[7,34,42,45,74,76,107,109,112,117,119,127],counter:[25,34,38,53,78],cours:[7,42,65,99],covari:8,cover:[50,103],cp27:95,cp27m:[84,95],cp27mu:[84,95],cpickl:129,cpp:[30,37,51,59,60,63,64,71,79,81,91,101,107,130],cprofil:106,cprofilev:106,cpu:[1,2,6,8,30,42,49,57,65,70,71,72,77,80,81,83,84,88,89,92,93,99,102,103,106,107,108,112,117,128],cpu_avx_mkl:[93,95],cpu_avx_openbla:[95,96],cpu_kernel:57,cpu_ns_:72,cpu_per_p:80,cpu_per_train:80,cpudevicecontext:[65,88,102],cpuelapsedu:72,cpuengin:60,cpuinfo:93,cpuplac:[57,61,65,88,102,103,108],cpusparsematrix:64,crash:[34,107,110,117],creat:[4,6,8,13,18,21,28,29,30,32,34,39,43,44,45,46,47,48,49,50,51,52,53,61,65,66,68,69,70,71,75,78,82,83,93,96,99,100,101,102,104,109,113,117,121,125,127,128],create_backward_pass:68,create_bias_paramet:101,create_block:75,create_cloud_job:80,create_doc_str:87,create_input_paramet:101,create_local_scop:46,create_oper:51,create_optimization_pass:[23,68],create_paramet:75,create_python_ops_creatation_funct:87,create_rnn:32,create_rnn_op:66,create_st:18,create_tmp_var:75,create_tmp_vari:75,create_var:75,create_whileloop:90,createargu:128,createfromconfigproto:[4,128],creategradientoper:82,creatememori:61,createop:87,createoper:32,createprimitivedesc:61,createstack:111,createvari:32,creation:[51,111],creationd:111,creator:[13,14,36,81,82],creator_:82,credenti:48,credit:128,crf:[88,89],critic:[52,106],crlf:100,crop:[15,88,129],crop_grad:88,crop_siz:[15,129],crope:15,cropgradkernel:88,cropkernel:88,cross:[8,21,75,102,130],cross_compil:123,cross_entropi:[8,29,52,58,80,89,128],cross_entropy_with_selfnorm:8,crt:47,csc:101,csr:101,csv:25,ctc:7,ctc_evalu:7,ctest:[92,99,102],ctor:75,ctrl:[99,110],ctx:[61,102,103],cubla:65,cublas_handle_:88,cublashandle_t:88,cuda7:[95,96],cuda8:[92,93,95],cuda:[25,33,50,65,72,81,88,93,95,99,102,107,109,117],cuda_dir:[116,117],cuda_fp16:49,cuda_profil:25,cuda_so:93,cudaconfigurecal:107,cudadevicecontext:[65,88,102],cudadevicegetattribut:107,cudaelapsedu:72,cudaevent_t:72,cudaeventcr:107,cudaeventcreatewithflag:107,cudafre:107,cudagetdevic:107,cudagetdevicecount:107,cudagetdeviceproperti:107,cudagetlasterror:107,cudahostalloc:107,cudalaunch:107,cudamalloc:107,cudamemcpi:107,cudaplac:[65,88,89],cudaprofilerstart:107,cudaprofilerstop:107,cudaruntimegetvers:107,cudasetdevic:107,cudasetupargu:107,cudastream_t:88,cudastreamcr:107,cudastreamcreatewithflag:107,cudastreamsynchron:107,cudeviceget:107,cudevicegetattribut:107,cudevicegetcount:107,cudevicegetnam:107,cudevicetotalmem:107,cudnn:[8,11,33,57,61,65,88,117],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[116,117],cudnn_convt:8,cudnn_dir:[116,117],cudnn_kernel:57,cudnnavginclpadpool:8,cudnnavgpool:8,cudnnv5:92,cudrivergetvers:107,cuinit:107,cumtim:106,cumul:8,cur_mem:67,curl:111,curli:[32,53],current:[2,8,21,31,32,33,34,37,39,43,45,50,57,65,66,67,70,71,72,75,79,80,85,89,90,93,95,98,99,101,104,110,111,117,122,126,130],current_block:[73,75],current_oper:73,current_word:98,currentcost:130,currentev:130,curv:29,custom:[1,2,23,29,42,49,52,67,70,81,101,111],custom_batch_read:76,cut:[13,79,90],cut_lin:13,cutoff:14,cv2:15,cxx:122,cxx_compil:[121,122,123],cxx_flag:122,cxxabi_1:95,cycl:34,cyclic:8,cython:63,d3e0:111,d_b0:52,d_b1:52,d_b2:52,d_block:52,d_f:52,d_g:52,d_h0:52,d_h0_bn:52,d_h0_relu:52,d_h1:52,d_h1_bn:52,d_h1_relu:52,d_h2:52,d_loss:52,d_loss_fak:52,d_loss_real:52,d_optim:52,d_step:52,d_t:52,d_w0:52,d_w1:52,d_w2:52,daili:100,dalla:2,dandroid_abi:121,dandroid_arm_mod:121,dandroid_arm_neon:121,dandroid_standalone_toolchain:121,danger:2,dangl:99,darwin:111,dash:52,dat:36,data:[0,1,2,4,7,14,15,18,28,29,30,32,36,37,38,45,47,49,50,52,53,54,56,57,58,61,62,65,66,67,68,69,70,71,73,75,79,80,81,83,85,86,87,88,89,90,91,96,98,101,102,103,107,108,109,113,114,116,117,119,129],data_batch_gen:128,data_dir:127,data_fil:15,data_i:52,data_initialz:130,data_lay:[2,37,128,130],data_layout:21,data_read:[13,76],data_reader_creator_random_imag:76,data_shar:90,data_sourc:128,data_typ:[13,14,62,86,89,91,96,98],data_type_:[57,65,89],data_x:52,databas:14,datacent:[36,48],datacenter1:36,datacenter2:36,datacenter_1:36,datacenter_2:36,datacenter_nam:36,datadim:8,datafeed:[16,108],dataflow:54,dataflow_analysi:58,dataprovid:1,dataprovider_bow:130,dataprovider_emb:130,dataproviderconvert:4,datasci:8,dataset:[0,2,21,36,42,70,76,96,98,106,117,127,129,130],dataset_nam:15,datatransformationfn:89,datatyp:[14,18,21,57,61,86,89,91],date:109,dcgan:[52,128],dcmake_install_prefix:[121,122,123],dcmake_system_nam:[121,122,123],dcuda_arch_nam:92,dcudnn_root:92,ddim:[65,88,103],dead:34,deal:[31,125,128],debug:[2,30,31,48,50,77,93,100,106],debug_str:54,decai:[10,23,26],decar:13,decayr:37,decent:38,decid:[29,41,52,62,70,82,83,86,126],declar:[21,32,52,66],decod:[8,9,98],decoder_boot:98,decoder_dim:67,decoder_group_nam:98,decoder_input:[67,98],decoder_mem:[67,98],decoder_prev:9,decoder_s:98,decoder_st:[9,98],deconv:[8,52],deconvolut:[8,21],decor:[2,13,101],decrement:78,decrementcount:78,decrypt:111,deduc:81,deep:[8,20,21,31,41,46,52,53,58,60,72,81,83,88,93,107,122,128,129,130],deeper:[93,129],deepspeech2:59,def:[2,8,13,29,30,31,36,42,44,45,51,52,54,57,58,66,67,68,75,76,87,90,98,101,102,128,129,130],def_block:52,defalut:[117,119],default_block:52,default_devic:119,default_main_program:[18,108],default_param_attr:75,default_st:90,default_startup_program:[18,108],default_valu:119,defaultdict:58,defaultinfervartyp:56,defect:71,defer:41,defferenct:2,defin:[1,2,8,9,13,20,23,26,28,29,31,32,33,34,41,43,44,49,50,51,52,54,57,58,65,66,69,73,75,76,78,79,81,85,87,88,90,98,101,103,106,108,109,110,117,127,128],define_py_data_sources2:[2,129,130],definit:[2,31,32,34,38,46,57,73,77,82,87,90,93,102,106,108,127,130],definiton:51,degener:21,degre:8,delai:[70,88,103,117],delar:130,delet:[42,47,100,126],deletestack:111,delimit:7,deliv:125,delta:[8,30],delv:[8,20],demand:[34,88],demo:[8,14,81,110,112,114,127,128,129,130],demolish:112,demonstr:[98,103,128],denot:[21,102,119,130],dens:[2,8,13,39,40,86,101,111,130],dense_arrai:13,dense_vector:[2,4,13,96],dense_vector_sequ:13,dep:33,depend:[32,33,34,42,54,69,74,77,79,86,93,99,102,109,119,121,122,123,125],dependent_var:74,deploi:[8,110,119,125],deploy:[54,62,81,109,110,111,122,125],deprec:8,depth:[32,50],dequeu:79,deriv:[5,29,44,55,68,121],desc:[32,44,61,62,75,87,90],desc_:32,descend:[21,90],descent:[8,34,70,109],descproto:62,describ:[29,31,32,33,38,43,46,57,61,62,66,67,71,73,75,81,86,87,89,91,101,102,103,111,112,128,130],describestack:111,describestackev:111,describestackresourc:111,descripotor:61,descript:[4,7,32,33,56,60,62,65,82,86,89,91,92,95,100,102,109,111,118],descriptor:[61,89],deseri:[28,62,71],deserializ:81,desgin:53,design:[2,8,13,20,31,37,57,58,63,70,72,83,102,125],desir:[13,34,70,111,112,127],destin:[39,48],destroi:[32,46],destruct:85,destructor:[72,101],det_output:7,detail:[2,4,6,7,8,9,10,21,30,31,38,42,48,50,52,54,58,61,62,65,66,72,75,77,80,83,85,88,90,91,92,96,98,99,101,102,103,104,106,107,110,111,112,118,119,123,125,127,128,129,130],detect:[56,92,100,121],detection_evalu:7,detection_output:7,determin:[2,8,13,21,32,58,65,81,101,128],dev:[81,93,99,106,121,125],dev_ctx:[32,61,72],devel:84,develop:[31,33,50,56,71,72,75,82,84,93,95,100,103,104,106,108,109,116,117,122,123],deverlop:117,deviat:[6,20],devic:[6,43,45,49,54,60,61,65,69,71,72,77,80,81,89,93,102,103,108,117,122],device_:72,device_context:[61,102],devicecontext:[32,65,72,102],deviceid:[60,119],deviceid_:60,deviceplac:88,devid:[8,117],devtools2:92,dhcp:125,diagnos:110,diagram:[66,109,129],diamond:52,dic:15,dict:[2,7,14,28,31,75,80,109,113,130],dict_fil:[7,130],dict_siz:[14,21,37,67],dictionai:130,dictionari:[2,7,8,14,28,29,30,75,80,119,129,130],did:[2,71,93],diff_mat:30,differ:[2,7,8,21,28,31,32,33,34,39,41,44,45,46,49,50,52,54,55,58,61,65,67,69,70,72,74,77,78,79,80,82,85,89,90,93,98,101,102,103,106,110,111,112,117,122,127,129,130],differenti:[51,102],difficult:[7,30,50,99],difficulti:20,dig:[93,107,111],digit:[2,8,109],digraph:54,dilat:[8,21,61],dilation_h:21,dilation_i:8,dilation_w:21,dim0:102,dim1:102,dim:[8,13,21,37,61,62,66,81,86,88,91,101,102,103,127,129,130],dim_:[88,103],dimens:[5,8,9,11,13,21,52,81,86,88,90,101,102,103,119,127,130],dimension:[2,8,21,98,101,103,128,130],dimenst:127,dimes:8,dios_arch:122,dios_enable_bitcod:122,dios_platform:122,dios_use_veclib_for_bla:122,dir:[121,129,130],direct:[8,9,15,50,58,70,106,129],directli:[1,2,9,20,23,26,33,40,42,49,57,71,77,87,90,94,110,112,121],director:102,directori:[1,8,33,36,41,47,48,88,92,93,99,103,104,107,109,110,112,113,117,121,122,123,126,129,130],diretcoti:129,dis_conf:128,dis_train:128,dis_training_machin:128,disabl:[2,72],disadvantag:[70,75],discard:[13,34,38,67,117],discount:8,discov:34,discoveri:111,discrep:107,discret:8,discrim:52,discrimin:128,discriminator_train:128,discuss:[29,32,38,39,40,61,77],disk:[62,99,112],dispatch:[71,77,109,110,117],displai:[42,48,100],dist:[84,92],dist_train:[29,42],distanc:[7,8],distibut:127,distinguish:[33,110,128],distribut:[8,20,32,38,39,40,41,43,45,50,69,79,80,81,91,95,105,110,112,114,115,125,128,130],distribute_test:[116,117],distributedli:101,disucss:29,div:21,divid:[8,10,31,45,87,91,106,116],diy_beam_search_prob_so:[116,117],django:104,dnn:[61,92],dns:111,do_forward_backward:76,doc:[4,13,54,66,90,102,103,104,109],doc_cn:104,dockefil:99,docker:[84,92,94,100,104,109,111,114,115,125],docker_build:29,docker_clust:[110,113],docker_push:29,dockerfil:[99,121,123],dockerhub:93,document:[2,4,8,9,30,47,50,53,66,67,72,77,81,92,99,100,102,103,105,109,119,122,130],documentari:2,doe:[2,4,9,34,38,39,41,42,43,46,49,54,58,66,71,75,77,79,81,82,83,95,99,101,102,103,107,108,130],doesn:[6,8,13,29,32,43,76,80,93,99,100,106,107,112,121,122],dog:129,doing:[37,41,53,77,107],domain:111,don:[9,29,33,51,53,58,76,92,93,99,100,102,104,111],done:[7,8,9,31,33,34,38,39,56,58,62,70,77,78,82,83,100,106,107,111,128],dot:[8,9,102,117,129],dot_period:[117,119,128],dotmuloper:8,dotmulproject:8,doubl:[2,21,49,53,72,77,89,92,102,117],down:[107,130],download:[14,33,34,37,41,47,92,93,95,109,122,125,128,130],dozen:33,draw:67,drive:85,driver:[93,109],drop:[2,8,9,21,67],drop_rat:6,dropout:[6,9,101,130],dropout_prob:21,dropout_r:8,drpi_arm_neon:123,drpi_toolchain:123,drwxr:112,dst:[39,61],dst_primitive_desc:61,dtoh:107,dtype:[4,18,21,54,75,108,129],due:[38,41,52,58,67,75,106],dummi:[28,38],dump:62,duplic:[21,79],durat:[38,107],dure:[1,2,8,9,21,26,31,32,34,38,41,42,45,50,58,69,70,72,81,101,102,111,116,117,125,130],durn:2,duse_eigen_for_bla:121,dwith_c_api:[64,121,122,123],dwith_gpu:[92,123],dwith_profil:107,dwith_python:[64,123],dwith_swig_pi:[64,121,122,123],dwith_test:[92,102,122],dwith_tim:107,dynam:[1,2,39,64,66,76,92,107,117],dynamic_cast:101,dynamic_recurrent_op:90,e2e:125,each:[1,2,4,7,8,9,11,13,14,18,21,28,30,31,33,34,37,38,39,41,42,43,44,45,46,50,53,56,58,61,65,66,67,69,71,72,74,75,76,77,79,81,82,85,86,87,88,89,90,98,101,106,109,110,111,117,119,125,127,129,130],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:50,earli:[49,100,102],eas:[13,56,102,129],easi:[30,31,67,70,76,81,83,100,101,110,130],easier:[29,49,50,76,79,90,99,100,101],easili:[29,52,69,72,76,82,85,88],echo:93,edg:[15,58,80],edit:[7,93,99,111],editor:[75,99],edu:[14,111,112],eeoi3ezpr86c:111,effect:[2,8,28,92,111,117,122],effici:[1,2,8,62,76,77,88,98,99,101],effort:77,efg:8,efs:111,efs_dns_nam:111,efsvol:111,egd:58,eigen:[49,65,70,81,83,88,102,121,122],eigen_device_:88,eigen_test:103,eigen_use_gpu:102,eigenmatrix:103,eigenscalar:103,eigentensor:103,eigenvector:103,either:[8,9,13,21,28,29,52,55,56,66,70,77,83,94,107,122,130],elb:111,elbapis:111,elec:130,electr:58,electron:[112,130],elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,21,28,30,38,54,67,79,80,81,102,103,130],element_typ:39,elementari:81,elementwis:21,elif:[29,87],els:[29,37,42,44,50,52,55,56,57,58,77,79,85,87,92,93,99,101,102,129,130],elsewher:72,emac:99,email:100,emailweixu:33,emb1:37,emb2:37,emb:[112,130],embed:[29,32,37,56,67,79,86,90,98,109],embedding_lay:[37,130],embedding_nam:[8,98],embedding_s:[8,98],emphas:107,empir:8,emplace_back:101,emploi:[31,44,87,98],empti:[7,13,31,34,67,102],emul:49,enabl:[2,6,8,32,33,38,43,44,54,72,79,99,100,107,109,111,117,122],enable_grad_shar:[116,117],enable_parallel_vector:117,enableonstart:25,enc_proj:[9,98],enc_seq:9,enc_vec:98,encapsul:[39,80],encod:[9,38,67,98],encoded_proj:[9,98],encoded_sequ:[9,98],encoded_vector:98,encoder_ctx:67,encoder_ctx_expand:67,encoder_ctx_proj:67,encoder_dim:67,encoder_last:8,encoder_out_seq:67,encoder_s:98,encount:37,encourag:[46,77],encrypt:111,encrypt_decrypt:111,end2end:125,end:[2,7,8,28,31,32,44,54,58,67,71,72,76,85,95,98,99,100,117,127],end_pass:29,end_po:8,endforwardbackward:28,endian:62,endif:[65,72],enditer:[28,29],endpass:[28,29],endpoint:[13,36,111],endtrain:29,enforc:122,engin:[42,60,61,107],english:[2,8,104],enjoi:93,enough:[31,32,57,58,65,99],enqueu:79,ensembl:9,ensur:[2,34,61,69,85,93,95,99,101,122],enter:[32,46],enterpris:81,entir:[8,9,39,41,102],entiti:[7,32,85],entranc:46,entri:[13,21,38,42,56,99,100,101,111,121],entropi:[8,21,75,130],entry_point:42,enueu:79,enumer:[5,65,130],env:[104,106,111],environ:[29,80,92,95,99,100,106,107,109,111,112,116,117,122,128],environmenterror:109,eos_id:[8,98],epoch:52,epsilon:[8,10,21,23],equal:[8,9,21,34,90,102,117],equat:[7,8,9,10,21,58,102],equilibrium:128,equip:98,equival:[29,32,43,44,50,55,87,125],error:[6,7,8,9,21,29,30,38,48,49,50,61,85,101,102,110,111,117,129,130],error_clip:44,error_clip_callback:44,error_clipping_threshold:6,errorclipbyvalu:44,especi:[2,8,9,60,99],essenc:[29,31],essenti:[8,29,46,49,103],establish:43,estim:[8,29,70,79],eta:112,etc:[7,13,21,32,45,61,69,70,76,77,85,92,109,111,116,119,125],etcd:[13,28,34,38,39,41],etcd_addr:39,etcd_endpoint:13,eth0:111,euclidean:8,eval:[7,18,32,45,52,80,81,130],eval_program:[18,45],eval_result:45,evalu:[1,8,16,27,28,41,54,74,77,80,107,108,130],evaluate_difficult:7,even:[29,49,50,69,75,76,99,100,107,117,122],evenli:[39,111],event:112,event_:72,event_block:72,event_handl:[28,29],eventkind:72,eventlist:72,eventu:[77,90],everi:[1,2,7,8,9,13,18,29,34,38,39,41,44,45,53,54,56,58,61,65,66,69,75,79,85,87,89,98,100,101,102,103,108,109,113,117,130],everyon:100,everyth:[52,77,79,121],everywher:99,evid:71,evolv:50,exactli:[2,8,9,111],exampl:[1,2,7,8,9,13,14,15,21,28,32,42,45,48,50,51,52,53,54,56,58,61,65,66,67,71,72,73,75,76,79,81,82,83,86,88,89,90,98,99,100,101,102,103,106,107,108,109,111,112,116,117,119,123,129,130],example_read:13,exceed:8,except:[2,8,14,41,43,50,53,72,90,119,127],excess:58,exchang:71,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exe:108,exec:117,execut:[8,33,34,38,42,43,45,46,52,54,58,61,69,72,80,82,99,101,106,107,111],executioncontext:[61,102,103],executor:[16,18,43,45,49,50,52,68,73,89,106,108],exist:[29,32,34,48,50,67,75,76,80,82,87,88,90,95,99,101,103,111,117,122],exit:[39,48,112,117],exp:21,expand:[21,67,93,101],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,89,107],expect_kernel_typ:89,expected_desc:61,experi:[62,119],experienc:100,expert:33,expir:34,explain:[2,7,21,34,43,50,51,53,100,106,109,128],explan:[8,30,42,43,77,85,130],explicit:[72,90,101],explicitli:[2,29,46,77,80,102,103,122],explod:44,explor:[8,67,83],expon:8,exponenti:5,expos:[31,40,61,62,88,90,111],express:[29,45,54,58,79,102,111],extend:[7,70,79,90],extens:[41,67,79,102,121],extent:64,extern:[2,33,60,63,64,81],external_librari:33,extingrad_:60,extinval_:60,extoutgrad_:60,extoutval_:60,extra:[6,8,9,77,83,88,125],extra_lay:28,extraattr:[6,119],extraattribut:8,extraattributenon:8,extract:[7,8,50,71,77,102,111],extract_fea_c:129,extract_fea_pi:129,extract_para:127,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,43,50,107],extremli:1,f120da72:112,f7e3:111,fa0wx:112,fabric:109,face:[33,83],fact:[21,43,50,69,73,75,129],factor:[6,10,21],factor_s:8,factori:63,fail:[2,34,38,67,80,102,112,117,119],failur:[34,39,102],fake:[52,128],fake_imag:76,faked_imag:52,fall:[49,74],falloc:47,fals:[2,6,7,8,9,10,13,21,22,23,30,31,32,50,55,57,59,66,73,74,76,86,91,96,98,101,102,109,112,117,119,127,130],false_block:[32,55,73],false_label:76,false_neg:45,false_posit:45,false_read:76,familiar:2,fan_in:20,fan_out:20,fanscin:2,fantast:130,far:[44,90],fascinatingli:1,fashion:77,fast:[8,38,50,107],faster:[8,9,26,34,50,93,98,107],fastest:50,fastli:100,fat:122,father:31,fault:[28,38,81,92],favorit:99,fbd1f2bb71f4:112,fc1:[54,80,101,119],fc1_bia:54,fc1_weight:54,fc2:[54,80,119],fc3:[54,119],fc4:119,fc8a365:111,fc8a:111,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[75,87,101,119,130],fc_layer_nam:9,fc_mat:28,fc_op:87,fc_out:32,fc_output:87,fc_param_attr:9,fc_without_b:32,fclayer:101,fcop:51,fea:129,fea_output:129,feasibl:70,featur:[2,5,8,13,14,21,31,49,54,69,72,77,100,117,130],feed:[9,28,29,53,66,77,80,83,108],feed_dict:[52,80],feed_list:108,feeder:[13,108],feedforward:20,feel:100,festiv:2,fetch:[14,34,37,74,77,98,101,108],fetch_list:108,fetch_op:74,few:[2,33,34,58,70,76,77,86,99],fewer:[8,21,75],fg0:8,field1:28,field2:28,field:[8,28,32,54,56,62,74,82,86,87,107,111],fifth:53,figur:[29,33,50,52,60,66,72,75,77,79,98,101,107,127,128,129],file:[1,2,4,7,8,13,14,15,25,28,29,31,33,34,36,38,39,41,42,47,48,50,54,62,64,76,77,81,88,91,93,95,96,98,99,100,101,102,103,108,109,110,113,117,121,122,123,125,127,129],file_list:2,file_nam:[2,129,130],file_typ:13,filenam:[2,15,36,75,106],fileoffset:47,filesystem:[41,42,47,77,111],fill:[8,34,38,50,65,75,111,130],fill_zero_grad:81,fill_zeros_like_op:31,filter:[8,9,21,44,61,129],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,32,34,41,49,54,61,67,85,92,95,107,113,121,122],find_var:30,findmemori:61,findop:32,findprimit:61,findprimitivedesc:61,findvar:[32,85],fine:[6,38,51],fingerprint:111,finish:[2,34,38,41,42,46,58,69,87,92,109,110,111,112],finit:101,finnal:93,first:[2,8,21,28,29,31,32,34,38,41,42,43,46,48,50,52,53,54,61,66,67,73,74,75,77,81,86,87,88,90,92,98,99,100,101,102,103,107,111,117,119,125,127,128,129,130],first_seq:98,firstli:[7,8],firstn:13,firstseen:112,fit:[1,14,49,57,58,62,67,81],five:[73,107,130],fix:[2,6,8,58,63,77,100,106],flag:[8,14,21,59,60,72,100,102,104,117,128],flatten0:54,flatten:[21,54,73,75,103],flexibl:[1,8,9,29,39,50,53,57,66,67,70,76,77,88,90,98],flip:15,flist:109,fliud:43,float16_t:49,float32:[4,13,21,49,51,52,75,76,102,108,128,129],float_16:21,float_to_half_rn:49,floor:8,flow:[21,32,43,66,72,84],fluid:[0,18,20,21,22,23,25,26,31,46,65,72,88,89,106],fly:[31,130],fnt03:111,focu:[2,54,106,107],focus:102,folder:[33,36,42,48,111],follow:[1,2,7,8,9,10,13,15,21,28,29,30,31,32,33,34,38,42,43,46,49,50,51,52,53,54,55,56,58,61,65,66,67,69,70,72,73,74,75,76,77,79,81,82,83,85,86,87,88,89,90,92,93,95,96,98,99,100,101,102,103,104,106,107,108,111,112,113,114,115,119,121,122,123,125,127,128,129,130],fool:128,forbid:29,forc:[69,75,89],force_cpu:57,force_cudnn:57,force_load:63,forest:32,forget:[10,21,29],forget_bia:21,fork:[8,100],form:[1,2,8,9,21,45,95,107],formalis:89,format:[1,2,7,13,14,15,21,25,28,30,38,49,50,65,67,90,96,100,101,102,103,109,111,117,127],former:[29,33,50,58,70],formul:21,formula:[8,9,10,30,58],formular:8,forth:52,forward:[5,8,9,30,31,32,37,39,44,50,52,59,60,61,62,68,71,73,76,81,82,83,86,98,101,119,128],forward_infer:61,forward_list:72,forward_op:30,forward_train:61,forwardactiv:101,forwardbackward:28,forwardtest:4,found:[2,4,49,73,83,85,98,109,123,128,130],four:[2,7,21,45,50,53,61,65,127,129,130],foward:74,fp16:[49,81,91],fp32:[65,81,89,91],fp64:[65,91],fpga:[65,80,108],fpgadevicecontext:88,fpgaengin:60,fpgaplac:[65,88],frac:21,frame:[7,46,81,90],framework:[29,31,32,44,45,49,50,54,65,69,70,72,73,81,83,85,87,88,100,101,102,106,108,109,122,129,130],free:[14,88,100,125],frequenc:[14,107,127,130],frequent:[38,76,81,83,88,110,121,122],fresh:[41,80],friend:85,friendli:[50,52],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,34,36,37,38,39,43,44,45,48,49,50,51,52,53,54,55,57,58,61,66,67,68,69,71,73,75,76,77,79,80,81,82,85,88,89,90,93,95,98,99,100,101,102,103,106,107,109,111,112,117,119,121,122,125,127,128,129,130],from_no_sequ:8,from_sequ:8,from_tar:28,fromfil:[76,129],front:[54,58],fuction:25,fulfil:107,full:[8,21,34,41,66,69,70,98,101,125],full_matrix_project:[9,98],fulli:[21,77,79,101,107,125,128,129,130],fullmatrixproject:8,fullsiz:37,fully_matrix_project:9,fullyconnect:[54,75,127],fullyconnectedlay:101,func:[13,38,43,82],funciton:[9,21],functor:[51,54],fundament:[49,79,81],funtion:21,further:[8,87,125],furthermor:80,futur:[8,41,49,58,66,77,81,121,126],fvs:87,fwd_desc:61,fwd_op:82,fwd_primit:61,fwd_primitive_desc:61,fwd_var:44,g_b0:52,g_b1:52,g_b2:52,g_block:52,g_command_config_arg:[59,60],g_data_transformation_:89,g_h0:52,g_h0_bn:52,g_h0_relu:52,g_h1:52,g_h1_bn:52,g_h1_relu:52,g_h2:52,g_im:52,g_loss:52,g_optim:52,g_program:75,g_state:72,g_step:52,g_w0:52,g_w1:52,g_w2:52,gain:8,game:128,gamma:129,gan:29,gan_train:128,gangliao:33,gap:117,gate:[8,9,21],gate_act:[8,9],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gate_v:21,gatedrecurrentlay:59,gather:[8,31,58,69,71,101,102],gauss:6,gaussian:[20,128],gaussian_normal_random:52,gcc:[49,63,81,92,99,106,121,123],gcc_3:95,gcreators_:87,gemm:59,gen:8,gen_conf:128,gen_train:128,gen_training_machin:128,gender:14,gendrated_id:67,gener:[1,2,4,7,8,9,13,18,28,29,30,31,32,33,34,36,38,39,41,43,50,51,56,58,61,65,69,70,73,74,75,76,77,79,81,82,86,87,88,90,100,102,107,111,113,117,119,121,123,127,129,130],generated_id:67,generated_scor:67,generated_word_embed:8,generatedinput:[8,98],generator_conf:128,generator_machin:128,generator_train:128,genert:2,gereat:7,get:[2,7,8,14,21,28,30,31,32,33,34,38,39,41,42,47,50,52,54,57,58,59,60,61,65,66,67,72,75,80,81,82,85,87,88,89,90,92,93,95,98,100,101,102,106,107,109,110,111,113,120,129,130],get_all_op_proto:87,get_block:75,get_cloud_job:80,get_config_arg:[119,130],get_data:[112,130],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_grad_op_desc:31,get_input_lay:101,get_lin:13,get_mnist_data:128,get_model:129,get_movie_title_dict:14,get_nois:128,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_program:58,get_shap:28,get_support:95,get_symbol:54,get_tensor:30,get_training_loss:128,get_vari:32,get_word_dict:14,get_worker_addr:43,getactualkerneltyp:[57,89],getattr:44,getbatchs:101,geteigendevic:103,getengin:61,getenv:[29,42,109],getexpectedkerneltyp:[57,61,89],getinfervartyp:56,getinput:101,getinputgrad:101,getinputvalu:101,getkerneltyp:49,getlayeroutput:28,getlibrari:61,getmat:37,getoptconfig:37,getoutputgrad:101,getoutputvalu:101,getparam:37,getparameterconfig:37,getparameterptr:101,getparameterspars:37,getparametersremot:37,getplac:[61,88,102,103],getsiz:101,getslotvalu:128,gettask:38,gettempl:111,gettranspos:101,getw:101,getweight:101,getwgrad:101,gist:9,git:[84,92,99,100,104,121,123],github:[9,33,52,65,84,92,99,100,104,106,108,121,123,129],give:[2,21,34,66,75,81,99,100,101,107,111,130],given:[2,8,13,21,28,31,39,41,44,50,51,52,67,76,79,80,83,90,101,117,128,130],glibc:[95,121,123],glibc_2:95,glibcxx_3:95,glide:33,global:[2,6,21,23,29,32,33,34,54,57,71,72,80,81,85,87,88,89,99,107,111,117],global_block:75,global_learning_r:6,global_pool:21,global_step:23,globalstat:107,globalstatinfo:107,globe:2,glog:100,glog_v:100,glog_vmodul:100,glorot10a:20,glorot:20,gnueabihf:123,go_librari:33,go_test:33,goal:[49,53,69,81,107],gob:38,godep:33,godoc:63,goe:[9,34,50,55,85,108],going:[31,51,70,106,109,125,130],golang:33,good:[50,52,70,76,83,106,107,125],googl:[29,72,81,100,106,109,121],googleapi:111,googlenet:60,goroutin:43,got:[57,85],gpg2:111,gpg:111,gprotos_:87,gpu:[1,2,6,8,11,30,42,45,49,58,65,69,70,71,72,77,80,81,83,84,88,89,92,95,96,99,103,105,108,109,125,128,129],gpu_id:[117,119,128],gpu_per_train:[77,80],gpudevic:88,gpugpu_id:116,gpukernel:81,gpustarttimestamp:25,grab:34,grad:[30,31,39,44,60,86,117],grad_info_map:31,grad_n:44,grad_nam:44,grad_op:44,grad_op_class:81,grad_op_desc:44,grad_op_maker_:82,grad_op_typ:[81,82],grad_op_type_:82,grad_s_block:31,grad_share_block_num:[116,117],grad_to_var:[31,44],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,34,38,44,53,56,68,69,70,71,78,81,86,102,106,109,117,130],gradient_clipping_threshold:[6,130],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,64],gradientmachin:[4,28,64,71,128],gradientmachine_:37,gradopdescmak:[56,82],gradopdescmakerbas:82,gradopmak:82,gradual:107,grai:15,grain:51,gram:127,grandient:28,grant:111,graph:[8,21,28,31,32,33,34,43,45,50,52,66,69,70,73,77,78,80,91,103,127],graphviz:129,grayscal:2,great:[79,125],greater:[8,44,70,109],greaterthan:87,green:[43,52],grep:[93,113],gridsize3d:25,groudtruth:98,ground:[7,8,21,130],group:[9,21,22,38,54,61,88,125],group_input1:98,group_input2:98,group_input:98,grouplen:14,grow:100,grpc:125,gru:[8,21,67,98,130],gru_bias_attr:9,gru_decod:98,gru_decoder_with_attent:98,gru_encoder_decod:127,gru_layer_attr:9,gru_memori:9,gru_out:67,gru_param_attr:9,gru_siz:130,gru_step:[67,98],gru_step_lay:9,grumemori:[9,98],gserver:[8,59,60,101],gsizex:107,gtx:58,guarante:[61,75,101],guard:37,guest:[95,99],gui:[106,107],guid:[25,47,58,81,98,100,101,107,111,112,122,127],gzip:[38,112],h0_bn:52,h_f:21,h_prev:32,had:99,hadoop:29,half:[21,49,111],half_to_float:49,hand:[58,81,88,103,109],handi:33,handl:[13,29,31,42,43,54,58,61,65,71,76,77,80,85,88,90,108],handler:[28,32],handwrit:2,happen:[21,38,87],hard:[50,67,77,79,90,99,111,130],hardwar:[50,88,99,107],has:[2,4,7,8,9,14,21,25,29,30,31,32,33,34,38,39,41,44,45,49,50,52,54,58,62,65,67,69,72,73,77,79,80,81,86,87,88,89,98,99,100,101,102,107,108,111,112,122,125,127,130],has_kei:[28,31,44],has_selected_colum:8,has_var_recurs:31,hasdependentvar:74,hash:[65,69],hasn:50,have:[1,2,4,8,9,13,21,29,30,31,32,33,34,38,39,41,42,44,46,49,50,51,52,53,57,58,61,62,65,66,67,69,70,71,72,73,75,76,77,79,80,81,82,85,86,88,89,91,92,93,98,99,101,102,107,109,111,117,119,122,123,125,127,130],haven:[50,99],hdf:[1,13,36],head:[100,102,109,113,127],header:[39,62,64,81,88,101,121,122,123,127,129],headip:113,heard:99,heavi:110,height:[8,13,15,21,32,63,76,101,102],height_:86,held:34,hello:29,help:[2,4,8,21,32,48,50,54,61,67,76,81,90,99,100,106,110],helper:[21,61,77,82,90,101],henc:[70,75,77,82,83,85],here:[2,4,6,7,8,9,13,21,29,33,34,40,44,46,48,50,53,54,61,65,66,76,83,87,92,93,95,98,100,102,104,109,110,111,112,116,119,122,123,125,127,129,130],heterogen:[72,77,79],heurist:[8,67,79,117],hidden:[8,9,21,68,77,98,111,130],hidden_out:32,hidden_s:9,hidden_t_prev:21,hidden_v:21,hidden_valu:21,hierarch:[8,73,75,81,98],hierarchi:81,high:[6,20,49,69,88,101,109,125,128],higher:[1,51,66,90,100],highest:[13,32],highli:[1,2,14,90,98,119],him:29,hint:[57,79,106],his:80,histor:51,histori:10,hl_get_sync_flag:101,hold:[29,31,34,38,40,49,52,54,56,58,80,85,87,88,89,103,111],holder_:[88,103],home:[36,48,77,80,93,106,111,112,113],honor:38,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,129],host:[33,42,72,111,112,121,122,123],host_c:[121,122,123],hostfil:113,hostnam:111,hostpath:112,hostport:111,hot:21,hour:99,hourli:100,hous:[2,14,96,127],how:[1,2,6,8,21,29,32,34,38,43,46,48,50,51,54,57,61,66,67,71,72,77,83,87,89,98,99,106,109,111,112,117,120,123,129,130],howev:[2,8,9,21,30,31,41,46,50,58,65,70,71,75,76,77,82,83,86,87,88,89,98,111,116,117],howto:109,hpp:[49,63],html:[14,20],htod:107,http:[8,9,14,20,33,42,52,84,92,93,99,100,104,106,108,111,112,121,123,125,128,129],hub:84,huber:8,huge:70,human:[8,20,72],hwc:15,hyper:[8,52,101],hyperparamet:[8,83],hyperplan:13,i1117:107,i386:122,iOS:[123,124],iamfullaccess:111,iamusersshkei:111,icc:50,ics:14,id_input:7,id_rsa:113,idea:[33,50,70,76,83,106],ideal:[77,89],ident:[8,82,102,111],identifi:[8,55,65,101],identityoffsetproject:8,identityproject:8,ids:[7,8,21,67,101,130],idx:[38,52,58,101],ies:48,if_else_op:31,ifdef:[65,72],ifels:[32,73],ifelseop:73,ignor:[2,8,21,117,127],illustr:[2,7,34,39,51,66,77,80,98,101,107,130],ilsvrc:129,im_siz:52,imag:[2,11,12,13,14,21,22,29,50,52,53,67,68,73,76,80,92,99,100,111,114,115,119,125,128,129],image_a:76,image_b:76,image_fil:76,image_h:21,image_lay:76,image_list_provid:129,image_nam:29,image_path:76,image_reader_cr:76,image_s:129,image_w:21,imagenet:[8,20,36],imagepullpolici:111,imageri:8,images_reader_cr:76,imagin:53,img2label:15,img:[2,8,9,77],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:107,imgsizei:107,imgsizex:107,imikolov:109,immedi:[58,61,70,83,92,111],immutable_paramet:29,impel:88,imper:43,imperfect:81,implement:[2,8,9,13,20,21,23,26,32,38,39,40,41,42,43,50,51,54,55,56,58,61,63,64,65,67,71,74,77,79,85,87,88,89,90,98,130],implemet:37,impli:33,implicit:80,implicitli:43,imposs:[67,125],impractic:89,improv:[8,78,79,81,106,107,111],in_fals:21,in_plac:21,in_tru:21,inarg:37,inbound:111,includ:[1,2,7,8,9,14,15,21,23,29,32,33,39,42,49,50,52,54,58,63,64,66,67,72,73,75,81,87,92,95,98,99,101,102,106,107,109,111,112,117,121,122,123,127,130],inclus:67,incom:[43,57],incorpor:8,incorrect:8,increas:[34,38,49,109,117],increment:[45,53,58,117],incupd:101,inde:13,independ:[8,30,31,39,78,80,85,88,125,130],index:[2,7,8,11,13,14,21,28,30,31,32,34,38,43,73,75,90,111],indexslot:8,indiact:21,indic:[2,7,8,21,31,32,39,46,52,66,73,82,86,88,90,110,111,121],indice_map:90,indices_map:90,individu:[34,69,111],industri:[34,62,125],ineffici:[71,89],infer:[0,15,21,29,31,32,34,45,50,55,56,57,58,59,63,65,74,75,80,81,86,89,96,122,123],infer_shap:75,infer_var_type_:56,inferenc:122,inferfac:56,inferior:41,infernec:123,infershap:[32,75,81,102,103],infershapecontext:[102,103],infervartypefn:56,info:[7,8,14,49,66,101,110,125],infom:8,inform:[4,8,14,21,28,32,42,48,54,57,58,61,62,66,69,75,77,83,85,86,100,101,102,103,106,107,111,117,121],infrastructur:[50,111,128],ingor:117,ingrad_:60,inherit:[32,68,81,88,102],ininst:29,init:[6,20,28,32,52,60,66,67,77,78,96,101,109,111,119,128,130],init_attr:75,init_from_tar:28,init_hook:130,init_model_path:[116,117,119,127,130],initi:[2,4,6,8,9,14,16,21,28,31,33,38,43,45,53,66,69,70,75,77,78,79,83,87,90,96,98,101,102,108,117,127,128,130],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:75,initpaddl:[4,128],initrd:125,inlcud:9,inlin:[88,103,111],inner:[8,101],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:103,input1:[8,9,103],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,28,30,31,32,37,41,43,44,45,49,50,51,52,53,54,56,57,58,60,61,65,66,67,70,71,74,75,76,77,78,79,80,81,82,85,87,88,89,90,96,98,100,101,102,103,108,113,119,127,128,129,130],input_conf:8,input_data:101,input_data_target:101,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:101,input_id:8,input_imag:9,input_index:101,input_label:101,input_lay:101,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:90,input_seq:8,input_sequence_data:101,input_sequence_label:101,input_sparse_float_value_data:101,input_sparse_non_value_data:101,input_t:101,input_to_check:30,input_typ:130,input_valu:30,input_var:[30,75],inputbuff:37,inputdef:101,inputgradi:82,inputlayers_:101,inputs_to_check:30,inputsizechang:61,inputtyp:[2,13],insert:[31,44,69,74,81,82,100],insid:[7,9,31,34,44,45,57,61,71,72,76,77,79,81,82,93,111],inspir:[72,127],instal:[8,42,60,84,92,93,99,100,104,106,109,112,129],install_android:121,instanc:[8,21,30,32,34,36,40,43,46,55,61,66,67,70,75,77,78,81,82,98,101,103,107,117],instance_ip:111,instanti:[34,46,108],instead:[8,9,11,31,33,37,42,43,49,50,53,54,77,99,100,130],instrins:49,instruct:[32,53,93,99,107,121,130],int16:91,int32:[65,73,90,91,117],int64:[21,47,65,86,89,91],int64_t:72,int8:65,integ:[2,7,8,13,21,38,42,43,49,63,67,101,130],integer_valu:[2,13,130],integer_value_sequ:[2,13,67,98,130],integr:[7,92,125],intel:[50,65,88],intellig:[20,58],inteloptimizedpaddl:60,intend:92,inter:[8,77],interact:[8,93,111],intercept:8,interchang:[53,81],interconnect:69,interest:[43,49,69,107],interestingli:50,interfac:[0,4,6,8,9,20,23,25,26,28,32,38,42,48,54,69,71,81,82,88,92,102,103,111,122,125],interg:130,intergr:8,intermedi:[21,48,52,58,68,77,99,121,123],intern:[8,9,20,23,28,49,106,109,110,111],internel:60,internet:[33,34,125],interpret:[2,7,21,46,50,92,107],inth:103,intrins:[43,46,49,123],introduc:[2,8,15,32,34,52,59,62,83,85,87,102,106,109,112],introduct:[3,128],introductori:99,intuit:[41,81],inval_:60,invalid:[76,85],invent:50,invoc:[33,50,51,81],invok:[2,8,18,28,31,44,71,75,77,79,81,82,87,89,99,100,107,111],involv:[67,102,128],iob:7,ioe:7,ios:122,ios_arch:122,ios_deployment_target:122,ios_development_root:122,ios_enable_bitcod:122,ios_platform:122,ios_sdk_root:122,ios_use_veclib_for_bla:122,ipad:122,iphon:122,ips:111,ipt:[8,75,87,98],ipx:125,ipython:29,is_color:15,is_cpu_plac:61,is_discriminator_train:128,is_gener:[127,128],is_generator_train:128,is_loc:28,is_mkldnn_librari:61,is_predict:130,is_revers:21,is_seq:[8,98],is_spars:21,is_stat:6,is_target:74,is_tensor:87,is_test:[21,61,129],is_traget:74,is_train:[2,15],ismkldnnkernel:61,isn:107,isspars:101,issu:[33,52,80,93,95,99,100,107],istag:84,item:[8,13,21,28,41,49,76,96,125],iter:[8,9,10,13,28,29,34,50,58,61,70,72,76,77,90],iter_multiple_input_and_param:75,its:[2,8,9,20,21,26,28,29,30,31,32,34,38,43,44,45,50,52,53,54,56,58,62,66,67,69,70,71,74,75,81,82,85,86,87,88,89,95,101,102,103,107,109,111,117,127,128,130],itself:[31,34,41,61,70,85],ivs:87,java:[32,63,73,81],jeremi:107,jian:20,job:[4,14,31,41,43,44,77,80,81,93,109,116,117,119,129,130],job_dispatch_packag:110,job_id:14,job_mod:127,job_nam:[42,111],job_namespac:111,job_path:111,job_workspac:110,jobpath:111,jobport0:111,jobport1:111,jobport2:111,jobport3:111,jobserv:42,join:34,joint:127,jointli:9,journei:93,jpg:[15,129],json:[54,111,112],jth:9,judg:8,juditski:70,jupyt:[42,93],just:[2,5,7,8,9,14,21,33,38,39,43,50,52,56,61,70,71,75,76,77,81,82,83,85,86,92,95,99,100,110,111,119,121,127],jx4xr:111,jypyt:29,k8s:[43,125],k8s_data:111,k8s_job:29,k8s_token:29,k8s_train:111,k8s_user:29,kafka:36,kaim:20,kaimingh:129,kcpu:72,kcuda:72,kdisabl:72,kebilinearinterpbw:107,kebilinearinterpfw:107,keep:[2,8,13,15,20,34,50,53,67,70,75,85,87,92,100,125],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,32,34,36,38,47,49,57,61,81,82,87,90,99,100,102,107],kept:[8,58,75],kera:83,kernel:[8,30,49,50,57,60,70,72,83,86,88,89,102,103,107,130],kernel_hint:57,kerneltyp:[57,61,89],kerneltypepair:89,key1:117,key2:117,key_pair_nam:111,keyid:111,keymetadata:111,keypair:111,keyserv:111,keystat:111,keyusag:111,keyword:[2,75],kforcecpu:57,kill:[34,111],kind:[1,2,29,30,34,40,44,53,57,61,68,69,72,88,89,91,93,111,112,128,130],kind_:72,kmark:72,kms:111,knchw8c:65,knchw:65,knhwc:65,know:[2,29,38,43,58,62,100,101,106,107,109,111,121],known:[21,31,32,50,51,66,128],kpoprang:72,kpushrang:72,kriz:14,krizhevski:21,kselectedrow:86,ksimonyan:9,kstate:72,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_get_workers_addr:43,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:111,kubectl:[110,112,113],kuberent:[34,111],kubernet:[29,34,43,81,109,114,115,125],kubernetes_service_host:29,kusecudnn:57,kusemkldnn:57,kvp:25,kwarg:[2,9,10,13,18,21,23,45,54,75,87,130],kwd:25,l1_rate:6,l1_regularization_op:83,l2_rate:6,l2_regularization_op:83,l2_sim:8,l2regular:130,l93:37,label:[2,4,7,8,13,14,15,21,28,45,50,52,53,54,68,73,76,77,79,80,89,108,112,128,129,130],label_dim:[8,130],label_fil:76,label_lay:76,label_path:76,lag:117,lake:2,lambda:[43,44],lambdacost:8,lambdarank:8,lan:109,languag:[8,14,43,53,58,72,81,85,119,127],larg:[11,14,44,58,62,70,77,79,100],larger:[2,6,7,8,58],larger_than:[32,55,73],largest:21,last:[7,8,9,21,31,44,50,58,66,72,73,98,117,130],last_seq:67,last_time_step_output:8,lastseen:112,latenc:[8,49,77,110,111],latent:8,later:[33,50,81,83,88,92,95,102,103,111,126,130],latest:[8,32,33,34,41,84,92,93,95,104,112,121,122],latter:[70,90,106],launch:[61,111,117],launcher:29,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,32,37,43,50,52,53,55,68,70,73,76,77,79,81,83,87,88,90,96,98,105,108,116,117,127,128,129,130],layer_0:101,layer_attr:[8,98,119],layer_help:57,layer_num:[119,129],layer_typ:[8,59,60],layerbas:101,layerconfig:101,layergradutil:101,layerhelp:[21,57,75],layermap:101,layeroutout:8,layeroutput:9,layout:[15,61,89],layout_:[57,65,89],layouttyp:[57,89],lazi:[70,83],lbl:7,lead:[58,65,107],leaki:52,learing_r:68,learn:[6,7,8,9,10,14,29,31,39,41,46,52,53,58,60,67,69,70,72,76,77,79,80,81,83,88,93,98,99,101,102,104,107,122,126,129,130],learnabl:[21,28],learning_method:[127,130],learning_r:[6,23,39,77,108,127,130],leas:34,least:[7,34,95,121],leav:[2,32,111],lectur:58,lecun:14,left:[8,32,103,122,129],left_right_flip:15,legaci:93,legal:87,len:[2,8,21,39,43,47,50,75,96,101,130],length:[8,9,13,14,15,21,39,49,59,62,66,67,81,90,98,112,117],leran:58,less:[8,21,29,44,125],less_than:[29,58],lesser:21,let02:112,let:[4,7,8,29,32,41,43,51,53,57,61,65,66,67,68,82,88,89,102,106,111],level:[6,8,20,21,49,51,54,62,66,67,72,88,90,91,100,110,117,121,128],lgtest:33,lgtest_main:33,lib64:[93,117],lib:[64,92,93,106,109,121,122,123],libapi:33,libari:64,libc:95,libcuda:93,libgcc_:95,libgoogl:106,libiomp5:60,libmkldnn:60,libmklml_intel:60,libnvidia:93,libpaddl:[63,64,81,106],libpaddle_capi:64,libpaddle_gserv:64,libpaddle_math:64,libpython2:92,librari:[8,33,40,60,61,64,69,77,89,92,95,102,109,117,122,123],library_:65,librarydevicecontext:65,libstdc:95,licens:[60,69],life:34,lifecycl:[72,125],lifetim:[85,95],lightweight:51,like:[2,7,8,13,14,31,32,33,34,37,42,43,46,50,51,52,53,54,56,61,65,69,70,75,76,81,82,83,85,86,89,90,92,95,98,99,100,106,107,108,109,111,116,119,121,122,123,125,127,129,130],limit:[8,13,21,50,58,62,67,81,83,107,117],linaro:123,line:[1,2,4,7,13,25,33,37,42,48,53,70,73,75,81,83,99,100,105,106,107,110,111,119,127,129],line_break:13,linear:[8,21,67,96],lineno:106,link1:49,link2:49,link:[8,9,33,47,48,85,95,102,111,125,130],linux:[13,47,93,95,99,100,109,111,123],linux_x86_64:[84,95],lipeng:127,lipo:122,list:[1,2,7,8,9,13,15,18,21,23,25,28,29,31,32,33,38,42,43,46,48,50,52,65,68,71,72,75,80,82,85,90,96,98,99,101,102,106,109,111,117,119,123,129,130],listdir:109,listen:[34,43,109,117],listen_and_do:43,listenanddo:43,littl:[1,2,39,50,57,62,117,130],live:[102,108],live_in:58,live_out:58,load:[1,2,4,15,29,34,52,69,75,77,92,102,111,117,129],load_and_transform:15,load_featur:129,load_feature_c:129,load_feature_pi:129,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[116,117,119,127],load_mnist:52,load_uniform_data:128,loadparamet:4,loadsave_parameters_in_pserv:[37,116,117],loc:[7,20],local:[6,21,28,30,32,34,40,41,53,58,66,73,75,81,92,93,99,100,106,110,112,116,117],local_scop:30,localhost:[93,104],localpath:48,locat:[8,28,33,50,65,72,88,90,98,101,109,123,130],lock:[33,34,38,39,79],lod:[21,62,66,86,90,91],lod_desc:[86,91],lod_expand:67,lod_level:[21,75,86,91],lod_rank_table_obj:21,lod_tensor:[21,66,86,91],lod_tensor_arrai:21,lodrankt:21,lodtensor:[21,56,62,81,91],lodtensorarrai:21,lodtensordesc:[62,86],log:[2,38,48,52,77,95,101,109,110,111,112,113,117,123],log_barrier_abstract:117,log_barrier_lowest_nod:[116,117],log_barrier_show_log:[116,117],log_clip:[116,117],log_error_clip:[116,117],log_period:[112,117,119,128,130],log_period_serv:[116,117],logarithm:5,logger:2,logic:[2,41,44,52,56,68,69,71,77,79,85,90,102],login:[95,113],logit:[52,89],longer:[34,58,77],look:[2,7,21,32,42,43,50,53,70,75,82,83,108,109,111,112,116,128,130],lookahead:8,lookup:[21,56,67,108,130],lookup_t:58,loop:[30,32,50,58,72,76,85],loop_var:90,loss:[8,21,23,31,52,54,68,70,83,101,128,130],lot:[65,67,70,75,77,83,88,109,116,125],low:[8,20,68,69,88,90],low_rnn:66,lower:[8,49,66,67,100,110],lower_level_rnn:66,lowest:117,lpaddle_capi_shar:64,lpaddle_capi_whol:64,lrelu:52,lstm:[8,21,98,112,130],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:130,lstm_step:9,lstm_unit_op:21,lstmemori:[9,98],lstmemory_group:8,lstmlayer:59,ltr:8,luckili:58,mac:[64,99,100,121],machin:[9,14,28,50,52,58,60,69,70,77,79,83,92,95,99,101,111,112,113,116,117,119,123,125,130],machine_transl:98,maco:[95,96,99,122],macro:[51,65,82,102],made:[2,34,39,50,98],mai:[2,8,9,21,30,32,45,49,57,58,61,69,72,76,77,79,80,81,85,89,92,93,103,104,107,109,111,123],main:[2,4,21,43,44,50,54,69,73,81,95,106,109,111],main_program:[18,21,31,45],mainli:[40,58,65,88,92,102,117],mainlin:95,maintain:[8,32,38,70,75,81,111,126],majel:33,major:[49,77,89,121,128,129],make:[2,7,8,21,29,31,32,33,34,38,39,41,49,50,53,66,67,70,71,75,76,77,78,81,83,88,90,92,99,100,101,102,106,107,109,111,121,122,123,125,130],make_ddim:103,make_function_oper:51,make_vari:87,maker:[81,82],malloc:[88,101],man:47,manag:[23,28,34,39,40,43,48,72,77,85,88,95,104],mandarin:8,mandatori:122,mani:[9,15,31,33,38,43,50,52,57,58,67,71,72,75,81,82,85,86,87,89,90,99,117,130],manili:54,manipul:[50,75,82,110,122],manner:[8,70,83],mantain:58,manual:[68,70,77,82,110,121,122,125],manufactur:50,manylinux1:95,manylinux1_x86_64:[84,95],manylinux:84,map:[2,7,8,13,28,29,32,38,44,61,65,75,82,85,87,88,89,90,99,117,125,129],map_fn:90,map_read:13,mapper:13,mapreduc:[29,109],mark:[2,31,52,53,66,67,72,79,85,98,106,125],marker:72,market:49,mask:[6,8,21],master:[29,41,81,84,117,123],mastermind:33,mat:[63,64],mat_cache_row:37,mat_norm:37,mat_normal_shar:37,mat_param_attr:9,mat_sparse_row:37,mat_sparse_row_auto_grow:37,mat_sparse_row_id:37,mat_sparse_row_prefetch:37,mat_sparse_row_prefetch_full_s:37,mat_value_shar:37,match:[21,33,49,95,107],matchbox:125,math:[9,60,63,81,100,101,102,107],mathemat:83,matirx:8,matmul:[32,54,66,90,102],matric:[4,98,101],matrix:[7,8,9,13,21,28,37,63,64,101,102,116,119,122,129],matrixptr:101,matrixtyp:64,matter:2,mattyp:37,matur:109,max:[2,6,8,13,14,21,22,30,44,58,75,78,107,117,119,130],max_diff:30,max_id:[8,28,130],max_job_id:14,max_length:[8,67,98],max_movie_id:14,max_relative_error:[30,102],max_seq_len:21,max_sort_s:8,max_user_id:14,max_x:21,maxframe_evalu:7,maxid:[7,130],maxid_evalu:7,maxid_lay:130,maxim:[8,44],maximum:[7,8,14,21,32,39,98,102,107,117,130],maxinum:11,maxoutfunctor:88,maxpool:8,mayb:[32,61],mchw:21,md5:[14,35],mean:[2,6,7,8,9,10,11,13,15,20,28,31,33,44,54,67,74,76,77,78,85,89,93,98,99,102,106,107,108,111,117,119,125,127,128,129,130],mean_meta:129,mean_meta_224:129,mean_valu:129,mean_var_nam:8,meant:90,measur:[45,107],mechan:[8,9,31,40,45,61,75,82,98,111],mem:[8,32,42,67],mem_per_p:80,mem_per_train:80,member:[8,14,29,44,53,54,65,71,75,85,102],memcpi:[71,107],memor:8,memori:[1,2,9,31,32,37,38,42,49,60,61,62,65,67,70,72,81,89,98,99,100,101,103,107,108,112,117,119,130],memory_boot:9,memory_nam:8,memory_optim:58,memory_test:99,memory_threshold_on_load_data:117,memoryalloc:88,memorydesc:61,mention:[21,31,33,38,50,66,69,70,72,77,79,99],mere:9,merg:[8,18,21,39,41,45,60,66,69,71,78,100,104,117,122,127],mergedict:127,messag:[32,43,46,50,53,62,72,73,74,75,81,82,86,91,100,112,117],meta:[129,130],metaclass:102,metadata:[47,111,112],metal:125,metaphor:53,metaplotlib:29,method:[2,8,10,20,23,28,30,32,41,43,44,49,52,53,54,57,68,69,75,76,78,79,81,85,86,89,90,93,95,101,102,103,104,106,107,117,119,130],methodolog:70,metric:[18,45,72],microarchitectur:49,might:[8,32,33,43,50,58,73,79,99,100,101,106,111,121],mileag:107,million:[14,119],min:[6,8,44,75,78,107,111,119],min_block:32,min_count:79,min_desc:32,min_pool_s:2,min_word_freq:14,mind:106,mini:[2,8,13,18,21,28,32,34,45,46,50,55,66],mini_batch:76,minibatch:[8,21,32,45,53,55,73],minim:[2,23,32,44,50,52,68,79,81,108,117,121,122,123],minimum:[8,21,122],minimun:117,minsizerel:[121,122,123],minst:2,minu:82,minus_grad:82,minusgradop:82,minusop:82,minusopgradmak:82,minusopprotoandcheckermak:82,minut:[34,41,93,99,111],mirror:[33,93],mislead:39,mismatch:21,miss:[52,117,127],mistak:50,mit:111,mix:[9,72,90,98],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:106,mkdir:[48,92,104,111,113],mkl:[50,61,81,88,89,92,93],mkl_packed_:59,mkldnn:[8,60,65,89],mkldnn_:60,mkldnn_batch_norm:8,mkldnnactiv:60,mkldnnbase:60,mkldnnlayer:60,mkldnnmatrix:60,mkldnnplace:89,mkldnnstream:60,mkldnntester:60,mklml:60,mklpack:59,mklpackedgatedrecurrentlay:59,mklpackedgemm:59,mklpackedlstmlay:59,mklpackedrecurrentlay:59,mlp:54,mlr:20,mnist:[2,4,36,52,53,73,76,77,80,81,106],mnist_provid:2,mnist_random_image_batch_read:76,mnist_train:[2,76],mnist_train_batch_read:76,mobil:[49,50,58,81,104,120],mod:109,mode:[8,25,28,49,59,69,100,117,128,129],model:[0,1,4,8,9,14,28,31,32,34,35,43,44,45,53,58,59,68,69,70,77,79,80,81,83,89,90,96,100,101,104,105,109,111,117,126],model_config:[4,128],model_list:[117,119],model_path:119,model_zoo:[127,129],modern:58,modif:94,modifi:[4,8,49,54,77,83,98,101,102,109,110,111],modul:[1,2,4,9,14,28,51,52,67,77,90,102,106,129,130],modular:67,modulo:8,moment:[23,106],momentum:[6,21,23,85,130],momentumop:106,mon:112,monitor:[72,130],mono:8,month:[33,130],more:[1,2,4,7,8,9,13,21,29,30,31,33,34,38,41,42,48,49,50,51,53,57,58,61,65,66,67,68,72,75,76,77,79,81,83,88,90,92,93,96,98,99,101,102,103,104,106,107,108,109,112,119,123,125,130],most:[2,4,8,13,21,28,29,31,33,41,53,54,65,67,70,72,76,77,83,88,89,95,98,101,106,107,108,116,125],mostli:[49,125],motiv:81,mount:[42,93,109,111,112],mountpath:[111,112],move:[8,34,38,48,50,70,93,107,111,125],movement:107,movi:[2,14],movidiu:50,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[69,113],mpirun:113,mse:[50,53,68,73],msra:20,much:[8,34,50,61,68,76,83,90,107],mul:[51,58,75,80,101,102],mul_grad:102,mul_op:[21,102],mul_ratio:8,mul_result:75,mulgradkernel:102,mulkernel:102,mulop:[51,102],mulopgrad:102,mulopmak:102,mult:43,multi:[8,45,69,71,101,106,110,116,117,125,129],multi_binary_label_cross_entropi:8,multi_crop:129,multidimension:21,multigradientmachin:71,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,38,39,41,43,45,50,51,57,69,72,77,79,80,81,89,91,98,101,102,106,109,111,117,119,128,130],multiple_input:75,multiple_param_attr:75,multipli:[7,8,21,43,101],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,21,31,39,44,58,61,62,65,72,74,75,76,81,87,98,101,102,103,109,111,117,119,121,123],mutabl:[88,103],mutable_data:[61,88,102,103],mutuable_data:[88,103],mxnet:[32,43,50],my_cluster_nam:111,my_external_dns_nam:111,my_lib:109,myerrorclip:44,myfil:13,mypaddl:112,naiv:43,name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,32,34,36,37,39,42,43,45,49,51,54,57,60,61,62,64,67,72,73,75,80,81,84,86,87,90,91,93,95,96,98,99,101,102,107,108,109,112,114,115,117,119,122,125,127,128,129,130],name_:72,name_prefix:36,namespac:[32,55,63,75,101,102,112],nativ:[8,49,100],natur:[38,41,67,79,90,119],navig:104,ncall:106,nccl1:69,nccl2:69,ncclinit:69,nchw8:89,nchw8c:89,nchw:[8,21,60,65],ndarrai:[15,28,36],ndcg:8,ndcg_num:8,ndk:121,nearest:[49,130],nearli:30,necess:90,necessari:[2,8,31,32,39,41,44,45,58,62,67,71,75,87,90,101,113,130],necessarili:[43,101],neck:69,need:[2,7,8,9,13,20,21,23,26,29,30,31,33,37,38,39,41,42,44,45,48,50,51,52,57,58,61,65,67,68,69,70,71,72,74,75,77,79,80,81,82,83,85,86,87,88,90,92,93,94,95,96,98,101,102,103,104,109,111,112,116,117,119,121,122,123,125,128,129,130],neg:[2,7,8,130],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neglect:8,neighberhood:69,neighbor:130,neither:8,neon:[49,121,123],ner:7,nerual:21,nervana:50,nest:[2,8,13,31,32,72,73],net:[8,9,16,21,32,52,66,85],net_diagram:129,netop:[32,81],network:[1,2,4,6,7,8,13,20,21,26,27,28,29,30,31,32,34,37,45,52,54,58,59,60,66,68,70,72,76,77,79,83,85,87,88,89,91,96,101,102,103,107,109,117,125,127],network_config:119,networkadministr:111,neural:[2,4,8,9,13,20,28,29,31,32,34,54,58,59,60,66,70,77,83,85,88,89,91,96,103,107,109,117,127,128,129],neuralnetwork:71,neuron:[4,21,101,130],never:[13,58,76,85,111,112],new_block_idx:75,new_op_desc:44,new_stat:66,newblock:75,newbuff:61,newer:121,newest:39,newli:[49,122,125],newop:32,newopdesc:75,newprogram:75,newremot:77,newvardesc:75,next:[8,14,31,34,40,44,67,69,90,98,101,102,106,107,111,112,117],nextlay:60,nfs4:111,nfs:111,nfsver:111,ngram:14,nic:[116,117],nil:38,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:101,no_cach:2,no_grad_dict:31,no_grad_set:[23,30,31,102],no_gradi:31,no_sequ:[2,8],node1ip:113,node2ip:113,node3ip:113,node:[8,33,41,43,54,58,67,69,77,79,80,81,91,99,101,109,110,111,112,113,117,125],node_0:111,node_1:111,node_2:111,node_id:109,nodeattr:54,nodeentri:54,nodefil:110,nodesep:54,nohup:109,nois:[8,34,52,109,128],noise_dim:128,noisi:[8,52],non:[8,21,34,49,50,86,101,102,111,117],none:[1,2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,32,44,45,52,54,55,66,67,68,73,75,80,87,90,98,108,129,130],noneedtran:61,nonlinear:[20,101],nor:[43,99],norm:[9,52,65,128],norm_by_tim:8,normal:[2,4,8,9,14,20,70,98,101,109,112,117,127,128,129],normzal:129,notat:[8,58],note:[2,4,6,8,9,11,15,18,21,28,29,31,32,37,38,42,58,62,69,76,81,88,89,92,93,102,103,104,107,109,111,117,119,122,127],notebook:[42,93],noteworthi:50,noth:[5,28,57,75,85,99,117],notic:[8,44,50,69,82,98,100,101],notif:100,notimplementederror:44,notin:89,notingradi:102,notion:90,notori:30,now:[2,13,31,33,34,52,62,65,70,79,81,82,83,85,111,117,122,128],np_arrai:13,nproc:99,nullptr:[61,72,82,85,101],num:[8,9,109,117,130],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,54],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[109,116,117],num_group:8,num_hidden:54,num_input:100,num_neg_sampl:8,num_p:[77,80],num_parameter_serv:29,num_pass:[28,112,116,117,119,130],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:86,num_shard:36,num_step:90,num_train:[77,80],number:[2,7,8,9,13,14,15,21,32,34,36,45,58,70,72,76,79,81,87,90,99,101,106,109,111,117,127,129,130],numchunktyp:7,numdevices_:119,numer:[8,102],numeric_grad:30,numerical_grad:30,numlogicaldevices_:119,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,36,49,52,75,76,92,102,128,129],numreal:37,numsampl:107,numtagtyp:7,numtimeout:38,nv_:33,nv_gpu:99,nv_librari:33,nv_test:33,nvcc:[33,49,50],nvidia:[49,50,65,69,88,93,99,107,117],nvlink:69,nvprof:72,obei:7,obj:[2,129,130],object:[2,4,6,8,9,13,21,28,29,37,44,45,52,54,58,63,68,72,75,80,81,83,85,103,107,128,129,130],observ:[8,101,107],obtain:[21,41,70,130],obviou:65,obvious:[33,106],occup:58,occupi:[49,72],occur:[14,28,58],occurr:32,oct:112,odd:8,off:[64,92,93,99,109,121,122,123,125],offer:[4,32,80,81,87],offici:[8,33,100,104,111,121],offlin:[34,36,125],offset:[8,37],often:[8,37,54,58,65,100,106,109,130],ograd:101,old:[30,39,41,67,81,117],older:[50,121],omega:83,omit:130,omp_num_thread:106,ompi_comm_world_rank:109,on_init:2,onc:[2,8,34,38,43,45,50,53,70,77,79,100,101,104,111,130],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,32,34,37,38,39,41,42,43,44,45,46,49,50,51,52,54,56,57,61,62,65,66,67,68,69,70,71,73,74,75,76,77,80,81,82,85,86,88,89,90,93,99,100,101,102,108,110,111,112,113,117,119,125,127,128,129,130],onehotcrossentropyopkernel:102,ones:[51,52,81,100,102],onli:[1,2,4,7,8,9,11,15,21,26,28,29,30,31,33,37,38,39,40,41,42,43,44,45,46,48,49,50,52,53,58,61,66,67,68,69,71,72,75,77,79,80,81,86,87,88,89,90,92,94,95,98,99,101,102,103,104,107,111,112,116,117,119,122,125,127,129,130],onlin:[8,10,34,36,58,76],only_cpu:30,onnx:50,onto:[21,77,79,111,113],op1:58,op2:58,op3:58,op_:102,op_check:102,op_class:[81,87],op_desc:[44,56,74],op_info:108,op_kei:61,op_maker_class:[81,87],op_proto:87,op_registri:108,op_siz:44,op_test:102,op_typ:[81,102],op_unique_kei:61,opattrcheck:102,opcreat:87,opdesc:[32,44,53,73,74,75,81,82,87,91],opdescbind:[56,82],opdescbuild:32,open:[2,8,15,29,36,50,52,60,76,100,106,109,111,129,130],openbla:[92,93,121],opencv:15,openmp:106,openmpi:109,opensourc:69,oper:[8,9,13,15,20,21,23,26,30,32,43,45,46,49,50,52,53,54,56,57,66,67,68,69,72,74,77,78,80,83,85,88,89,91,98,100,101,103,107,108,111,117,121,127],operand:[21,49],operator_grad:30,operator_list:72,operatorbas:[32,51,81,82,87,102],operatorwithkernel:102,opinfo:[56,81,82],opinfomak:56,opinfomap:82,opkernel:103,opkernelkei:81,opkerneltyp:65,opmak:87,opproto:102,opprotoandcheckermak:[82,102],opprotomak:[87,102],opregist:87,opregistri:87,ops:[23,30,31,32,33,43,53,54,70,73,74,75,81,88,102,125],ops_:32,ops_test:33,opt:[29,68,74,80,87,92],opt_op_list:68,optest:102,optestmeta:102,optim:[2,6,16,27,28,30,31,52,69,70,71,73,77,78,79,80,81,83,86,101,106,107,108,109,121,123],optimis:68,optimize_op_attr:75,option:[2,7,8,18,21,25,29,33,52,57,62,73,74,75,81,86,87,91,99,101,106,109,110,119,121,122,125],optmization_op_list:68,opts_np:74,optyp:[56,87],opwithkernel:[86,89],order:[2,8,9,13,15,21,28,31,53,62,72,76,83,90,92,101,106,109,111,112,117,125,128,129,130],ordereddict:28,oregon:111,org:[7,8,9,14,20,36,47,52,93,128],organ:[7,8],orient:87,origin:[1,2,8,9,13,14,21,30,49,52,85,90,100,103,128],other:[2,7,8,9,13,21,23,32,34,39,43,48,49,50,56,58,61,65,66,70,74,83,85,87,88,89,92,98,99,100,106,108,109,111,112,119,121,122,123,125,127,128,129,130],otherchunktyp:7,otherwis:[1,8,13,14,15,21,28,29,31,34,39,41,52,56,61,76,98,100,110,119],our:[29,31,33,52,56,58,65,69,70,77,79,85,90,92,95,98,99,100,101,106,111,112,121,127,130],out:[8,21,28,29,32,33,38,41,44,50,54,58,61,66,67,75,77,89,96,98,102,103,106,107,111,112,113,117],out_dir:111,out_fals:21,out_left:8,out_mem:98,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,out_tru:21,outer:8,outgrad_:60,outlier:8,outlin:118,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[4,5,6,7,9,11,13,21,25,28,29,30,31,32,36,41,43,44,48,50,51,52,53,54,55,56,58,61,62,66,67,70,73,74,75,76,77,79,81,82,85,86,87,88,89,90,92,98,99,100,101,102,103,106,107,109,112,117,119,121,127,128,129,130],output_:[8,60,101],output_all_step:66,output_arg_nam:44,output_dim_idx:21,output_dir:129,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,96,129],output_max_index:11,output_mem:[8,98],output_mod:25,output_nam:30,output_num:66,output_path:36,output_s:21,output_seg:90,outputbuff:37,outputgradi:82,outputh:8,outputw:8,outsid:[2,8,9,77,85],outter_kwarg:2,outupt:90,outv:101,outval_:60,over:[1,8,9,21,28,29,50,58,69,70,90,100,101,107,130],overal:[52,70,72,100,125],overfit:[21,83],overhead:107,overlap:[7,8,101],overlap_threshold:[7,8],overload:[49,57],overrid:[32,34,48,61,80,88,101,102,103],overview:[38,39,40,88],overwhelm:100,overwrit:[48,109],own:[8,31,39,41,44,46,54,56,68,69,70,77,80,83,87,102,109,110,111,121,122],owner:[99,100],paam:15,pack:[90,121],packag:[2,13,14,38,42,43,51,60,84,92,93,100,102,106,111],pad:[9,21,61,130],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:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,32,33,34,36,42,48,51,52,55,59,60,61,62,63,64,66,67,71,73,77,80,81,83,84,87,88,90,92,93,95,96,98,99,100,101,102,104,106,107,108,109,110,111,112,113,117,119,121,125,128,130],paddle_begin_init_param:39,paddle_dir:102,paddle_element_typ:39,paddle_element_type_float32:39,paddle_element_type_float64:39,paddle_element_type_int32:39,paddle_element_type_int64:39,paddle_element_type_uint32:39,paddle_element_type_uint64:39,paddle_enforc:[32,61],paddle_enforce_eq:[102,103],paddle_error:[63,64],paddle_exampl:42,paddle_finish_init_param:39,paddle_get_param:39,paddle_gradi:39,paddle_init_num_gradient_serv:109,paddle_init_param:39,paddle_init_port:109,paddle_init_ports_num:109,paddle_init_ports_num_for_spars:109,paddle_init_pserv:109,paddle_init_trainer_count:109,paddle_init_trainer_id:109,paddle_init_use_gpu:109,paddle_job:42,paddle_manylinux_devel:92,paddle_matrix:[63,64],paddle_matrix_cr:64,paddle_matrix_get_shap:63,paddle_matrix_shap:63,paddle_new_etcd_pserver_cli:39,paddle_new_pserver_cli:39,paddle_on_cloud:42,paddle_output:112,paddle_paramet:39,paddle_pserver2:110,paddle_pserver_cli:39,paddle_pserver_client_releas:39,paddle_root:127,paddle_save_model:39,paddle_send_grad:39,paddle_source_root:127,paddle_train:[64,84,110],paddle_with_cuda:72,paddle_with_mkldnn:65,paddlepaddl:[1,2,4,8,9,13,14,15,28,33,34,36,39,40,41,42,43,47,48,51,52,53,55,57,62,66,67,68,71,72,75,76,80,81,85,90,91,94,96,98,99,100,101,102,106,107,109,110,113,114,115,124,125,126,129,130],paddlepaddle_gpu:95,paddlepaddlebook:93,paddlepadl:2,paddpepaddl:2,page:[100,111],pain:80,pair:[7,23,25,31,32,53,68,72,77,81,89],pairwis:8,pakcag:33,palceholder_just_ignore_the_embed:127,paper:[8,20,21,52,127,128,129],para:37,paraconvert:127,paradigm:[43,46,81],paragraph:66,paragraph_data:66,paragraph_out:66,parallel:[43,69,72,77,79,81,89,99,107,109,111,112,117,119],parallel_for:43,parallel_nn:[6,116,117],paralleldo:78,parallelfor:43,param:[6,8,9,13,21,23,30,32,39,71,75,88,103],param_attr:[8,9,21,22,37,75,98],param_config_proto:39,param_initi:21,paramattr:[6,8,16,21,98],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,23,25,27,30,31,32,33,35,37,41,43,44,46,48,50,52,53,54,56,62,66,68,69,73,76,77,78,85,87,89,90,92,96,100,101,103,105,108,110,119,122,128,130],parameter_block_s:[116,117],parameter_block_size_for_spars:[116,117],parameter_learning_r:6,parameter_list:[23,31,68],parameter_nam:[28,29],parameter_serv:29,parameter_valu:37,parameterattribut:[6,8,9,37],parameterclient_:37,parametermap:101,parametermutex_:37,parameters_:101,parameters_and_grad:[23,68],parameterserver2:37,parameterset:29,parameterupdat:71,parameterupdater_:37,parametr:8,params_grad:68,paramt:[111,127],paraphrase_data:127,paraphrase_model:127,paraspars:101,parent:[32,43,73,75,81,101],parent_:[32,85],parent_idx:75,parenthes:81,pars:[4,13,14,33,54,99,111,119,128],parse_config:[4,128],parser:13,part:[2,7,8,21,31,32,41,50,61,62,73,75,77,88,98,101,106,107,109,125,128,130],parti:[99,107,121,122,123],partial:[8,28,128],partial_sum:8,particip:102,participl:127,particular:[53,62,81,89,107],particularli:20,partit:[34,36,77,79,81,109,111],pass:[2,8,18,21,26,28,31,32,34,44,45,50,52,58,62,68,70,71,74,75,76,81,83,85,89,90,100,101,107,109,110,111,112,117,128,130],pass_gener:8,pass_id:28,pass_idx:76,pass_test:128,passtyp:101,password:113,past:[29,93,96,111],patch:47,path:[1,2,7,13,14,15,28,34,38,39,42,58,67,76,92,93,109,111,112,117,119,121,122,123,127,129,130],path_to_paddlepaddle_working_directori:104,pattern:[14,34,63,70,83,111],paus:[34,41],pcie:69,pdf:9,peer:69,pem:[29,36,111],pend:[34,38],peopl:99,pep425tag:95,pep8:100,per:[7,8,14,15,21,34,39,69,70,76,83,102,117,130],percal:106,perf_test:106,perfom:[117,119],perform:[1,8,9,20,21,30,39,45,49,50,52,58,69,71,72,76,77,81,83,88,89,98,99,101,102,105,109,116,121,122,123,128,130],perftool:[72,106],period:[1,34,41,80,117,130],permiss:111,permut:21,peroid:[8,15],persist:[21,46,86,91,111],persistentvolum:111,persistentvolumeclaim:111,person:[7,29,57],perspect:[81,107],perturb:[30,101],peter:80,pex:125,pfs:[36,48,80],pfsclient:36,pfspath:48,pgp:111,phase:[21,61,67,69,70,76,82,125],philosophi:[70,83],photo:52,physic:[122,125],pick:[2,21,111,122],pickl:[109,113],pictur:[69,130],piec:[8,9,43,72,103],pil:[15,109],pillow:42,ping:100,pip:[84,92,94,96,100,104,106],pipe:13,pipelin:45,piperead:13,pivot:61,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,21,31,32,34,41,46,57,61,69,77,79,81,89,101,103,107,108,129],place_:[57,65,88,89],placehold:[52,88,103,127],placement:79,plain:[1,7,8,13,42,62,64,65],plan:[34,43,61,81,101,121],platform:[32,61,65,72,88,95,100,102,103,108,111,121,122,123],pleas:[2,4,6,8,9,10,15,21,29,34,38,39,40,43,54,65,66,75,76,80,81,88,91,92,93,95,98,99,100,101,102,103,104,106,109,111,121,122,123,126,127,130],plot:29,plu:[8,30],plug:[69,70],pne:102,png:129,pnpairvalidationlay:117,pnpairvalidationpredict_fil:116,pod:[36,42,43,111,112],pod_nam:111,point:[21,32,34,42,49,58,61,69,80,88,99,100,102,103,106,107,121,125],pointer:[32,39,50,54,58,65,75,81,85,88,103],polar:14,polici:111,pollut:41,polyak:70,ponit:54,pool3:101,pool:[2,9,21,27,58,78,130],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:[9,130],pooling_typ:[8,130],poolingtyp:11,pop:[32,46],popul:39,popular:[33,52,54,72,129],port:[33,43,106,109,111,112,116,117],port_num:116,portabl:54,portal:104,ports_num:[109,117],ports_num_for_spars:[37,109,116,117,119],pose:34,posit:[2,7,8,9,130],positive_label:7,possibl:[29,32,38,58,75,79,83,107,128],post:[42,47],postpon:83,potenti:[49,107],power:[49,58,69,103,125,130],ppo_workspac:104,pprof:106,practic:[98,101],pre:[2,8,9,14,29,39,57,92,100,111,112,121,123,127],pre_activ:75,pre_bia:75,pre_dictandmodel:127,pre_stat:[66,90],preambl:75,precis:[7,45,49,70,92],precision_evalu:7,precompil:46,pred:[54,58,130],predecessor:58,predetermin:[8,117],predic:14,predict:[2,3,7,8,21,28,77,83,96,98,117,127,130],predict_fil:117,predict_lay:28,predict_output_dir:[116,117,130],predict_sampl:4,predicted_label_id:130,prediction1:28,prediction2:28,prefer:[50,57],prefetch:[37,101],prefix:[7,9,34,36,67,111],preform:58,pregrad:101,premodel:127,prepand:75,prepar:[4,30,42,71,98,114,130],prepend:75,prepend_oper:75,preprocess:[14,15,90,112],prerequisit:58,present:[29,31,32,72,90,129],preserv:48,press:20,presucessor:58,prev_batch_st:[116,117],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[1,10,21,29,34,38,41,44,83,106],preview:[81,104],previou:[8,9,21,28,31,34,48,66,67,79,101,106,111,117],previous:[8,112,129],previous_memori:32,price:[14,81,96],prim:61,primari:[50,53],primarili:[70,83],primer:100,primit:[49,60,61,69,90],primitive_desc:61,primitivedesc:61,principl:[29,33,65],print:[6,28,29,50,54,77,95,96,106,113,117,127,130],print_graphviz:54,printallstatu:107,printer:7,printstatu:107,priorbox:8,prioriti:81,prite:7,privat:[32,64,72,75,85,86,87,88,90,100,103],privileg:[99,111],pro:69,prob:[7,28,96,128],probabilist:[8,127],probability_of_label_0:130,probability_of_label_1:130,probabl:[7,8,21,28,67,93,98,100,129,130],problem:[4,8,29,30,33,41,50,52,53,70,81,83,95,99,130],proc:93,proc_from_raw_data:130,proce:[13,34,76,93,111],procedur:[32,62,103,122,127],proceed:20,process:[1,2,4,6,8,9,13,21,29,31,32,36,37,38,41,43,45,46,50,54,58,60,62,69,77,83,87,98,100,106,109,110,111,112,117,119,127,129,130],process_num:13,process_pr:130,processdata:129,processor:[49,107],produc:[8,9,13,21,34,50,54,76,129,130],product:[8,9,21,42,50,101,111,112,130],productgraph:112,prof:106,profil:[16,48,72],profilerst:72,proflier:[72,107],program:[1,13,18,20,21,25,29,31,36,39,41,46,53,55,58,68,69,72,76,77,80,81,85,106,107,110,117],programdesc:[43,46,50,58,62,74,75,80,82],programm:[50,75,77],progress:[34,38,117],proivid:2,proj:8,project:[8,9,42,64,98,101,102],promis:[8,9,67],prompt:[48,50],prone:29,prop_kind:61,propag:[8,10,31,50,70,102,117,119],proper:[57,109],properli:[57,99,130],properti:[2,54,83,117],propos:[32,50,67,68,69,70,78,79,90],proprietari:60,protect:[49,87,101,102],proto:[11,57,62,65,73,81,87,91,102],proto_:87,protobuf:[28,32,42,43,46,50,53,54,58,62,73,75,81,82,87],protoc:[121,123],protocol:[7,108,117,125],prove:130,provi:109,provid:[8,14,21,29,32,39,42,43,45,46,49,50,52,54,56,57,69,70,72,75,80,83,87,88,90,93,96,103,106,107,109,110,111,121,122,125,127,128,129],providermemory_threshold_on_load_data:116,provis:[111,125],provod:2,prune:[8,32],ps_desir:34,pserver:[28,37,39,40,42,81,109,111,116,117],pserver_addr:39,pserver_cpu:42,pserver_id:35,pserver_mem:42,pserver_num_thread:[37,116,117],pserver_spec:28,pserverstart_pserv:116,pseudo:[29,31,42,82,90],pseudocod:90,psize:101,ptr:[64,88],pub:113,publish:121,pull:[33,81,84,100,121,127],purchas:130,purpos:[8,34,57,77,79,107],push:[32,46,50,72,84,100],push_back:101,put:[33,34,37,58,61,75,79,88,101,112,121,130],pvc:111,pwd:[92,93,99,104,121],pxe:125,py_paddl:[4,128],pybind:[32,49],pydataprovid:[1,2,130],pydataprovider2:[3,4,130],pypi:95,pyramid:8,pyramid_height:8,python2:106,python3:95,python:[1,2,3,21,28,29,32,40,45,46,50,51,52,53,54,57,63,67,71,72,81,84,88,90,92,93,95,96,98,99,100,104,108,109,113,127,128],pytorch:[50,72],qualcomm:49,qualiti:130,queri:[7,8,111],query_id:7,question:[8,29,43,79,87,111],queue:79,quick:[54,117],quick_start:[42,111,112,114,130],quick_start_data:112,quickli:[67,75,81],quickstart:112,quit:[67,107],r14b:121,r_h_val:21,r_t:8,rais:[13,21,44,54,109],rajathkmp:52,ran:[79,107],rand:[52,107,117,119,128],random:[2,6,8,13,20,21,36,52,65,71,75,76,102,109,117,128],random_crop:15,random_imag:36,randomli:[15,21,41],randomnumberse:116,rang:[2,8,13,20,21,36,43,49,52,58,72,76,77,80,87,100,117,119],rank0:69,rank1:69,rank:[8,21,29,90,103,111,129,130],rank_tabl:21,rankdir:54,ranktabl:21,rapid:82,rare:2,raspberri:124,raspberry_pi:123,raspberrypi:123,raspbian:123,rate:[6,7,8,9,10,14,39,101,130],rather:[4,31,42,52,90,111],ratio:[8,117],raw:[8,62,130],rdma:117,rdma_tcp:[116,117],reach:[34,58,69,107],read:[1,2,13,15,21,28,29,31,34,36,43,50,76,77,79,81,90,93,98,99,104,109,111,121,125,129,130],read_from_arrai:58,read_from_realistic_imag:29,read_from_rng:29,read_lock:35,read_minibatch:50,read_mnist_imag:29,read_ranking_model_data:29,readabl:[72,81,106],reader:[0,14,28,36,49,52,53,73,77,80,106,109],reader_cr:36,reader_creator_bool:76,reader_creator_random_imag:[13,76],reader_creator_random_image_and_label:[13,76],readi:[34,111,112,125],readlockguard:37,readm:64,readonesamplefromfil:2,readwritebuffer_:37,readwritemani:111,real:[2,8,21,37,52,76,109,128],realist:29,realiz:[32,65,66],realli:[50,83],reason:[9,29,30,34,50,100,112],recal:7,receiv:[34,42,66,79],recent:[58,70],reciev:117,recognit:[2,8,129],recommand:2,recommend:[1,9,29,92,93,94,98,100,101,104,109,110,117,121],recompil:107,record:[13,38,61,72,87,111],recordev:72,recordio:[13,14,29,36,38,77,80],recov:[34,90,128],recover:81,recoveri:38,rectifi:[8,20],recurr:[59,66,85],recurrent_group:[9,98],recurrent_lay:9,recurrent_op:90,recurrentgradientmachin:[64,67,90],recurrentgroup:7,recurrentlay:[59,117],recurs:[31,32,33,48,58,81],recv:[43,69,77,79,111],recvparametertyp:37,red:[52,106],redirect:13,reduc:[8,21,49,69,79,81,93,100,106,110,117,119],reduce_by_kei:81,reduce_mean:52,refactor:[53,67,70,71,75,77,79,83,90],refer:[1,4,6,8,9,10,15,20,21,25,30,32,34,38,39,40,43,49,54,61,65,66,69,73,75,81,83,85,88,90,91,92,93,98,99,101,102,103,112,121,122,127,130],referenc:38,reflect:38,reformat:100,refrain:102,reg:87,regard:125,region:[8,85,107],regist:[58,65,82,88,89,101,107],register_gpu_profil:107,register_lay:101,register_op:[51,81,82,87,102],register_op_cpu_kernel:[88,102],register_op_cuda_kernel:[88,102],register_op_without_gradi:[81,102],register_oper:[56,82],register_tim:37,register_timer_info:107,registerop:87,registr:[102,108],registri:[42,56,88,112,125],regress:8,regular:[6,16,21,23,31,101,111,130],regularization_coeff:26,reinforc:80,reiniti:61,rel:[1,9,30,41,83,102,121],relat:[2,34,41,42,49,65,72,85,89,100,106,112,122,123,125],relationship:[82,88,128],releas:[80,84,111,121,122,123],relev:102,reli:[30,43,67,68,70,83,102,106],reliabl:[34,83],relu1:54,relu2:54,relu:[8,21,52,54,58,101],relwithdebinfo:106,remain:[90,130],rememb:[8,100],remind:[65,88],remot:[6,33,37,81,100,101,111,117,119],remote_ess:80,remote_sess:80,remoteparameterupdat:[37,40,117],remov:[13,31,48,50,67,100,117,121,122],ren:20,renam:[31,48,49,95],reorder:61,reorder_primit:61,reorgan:8,repeat:[32,53,73,74,86,87,91,106],repeatedli:[53,58],replac:[33,38,56,70,80,82],repli:100,replic:77,replicaset:42,repo:[33,100,104,123],report:[38,49,50,72,77,107],reportdataset:38,repositori:[8,104,121],repres:[2,4,8,9,21,31,32,38,43,44,50,54,62,65,67,70,75,79,80,81,83,86,88,90,91,98,101,111,130],represent:[8,21,39,52,53,58,65,67,77,86,130],reproduc:99,request:[33,34,37,41,43,77,81,84,100,111,112,125,127],requir:[1,7,8,23,29,31,34,39,41,42,44,48,49,54,58,60,66,70,72,73,74,77,79,81,83,86,87,91,95,99,100,101,102,104,109,111,112,121,123,125,128,130],res5_3_branch2c_bn:129,res5_3_branch2c_conv:129,research:[14,50,77],reserv:[2,21,48],reserveoutput:101,reset:[8,18,21,34,45],reset_program:[18,45],resetingrad:60,resetinvalu:60,resetoutgrad:60,resetoutvalu:60,resetxxx:60,reshap:[30,76,103],reshape_s:8,resid:99,residu:129,resiz:[15,37,88,102,103],resize_s:15,resize_short:15,resnet_101:129,resnet_152:129,resnet_50:129,resolv:[33,100,112],resourc:[46,69,72,80,88,111],respect:[2,30,44,49,52,66,98,101,117,129],respons:[8,37,45,52,69,70,71,83,111,112],rest:[2,8,21,32,42,47,89,125],restart:[34,39,111,112,125],restartpolici:[111,112],restor:[30,70],restrict:[83,85,106,117],result:[4,5,7,8,21,25,28,30,31,38,45,52,53,54,58,62,67,68,69,71,77,102,103,106,107,108,111,117,129,130],result_fil:7,resum:41,retain:103,retran:111,retriev:[32,67,85,99,101,106,112],retriv:109,return_op_list:23,return_seq:9,reuqest:84,reus:[32,41,67,76,81,101,102],rev:99,revamp:77,reveal:[29,106],revers:[8,9,31,98],review:[14,43,112,130],reviews_electronics_5:112,revis:130,rewrit:[33,102],rgb:[8,15],rho:10,rid:50,right:[2,8,30,31,32,33,42,45,58,81,83,100,129],ring:69,risk:31,rkt:[42,99],rmsprop:[70,130],rmspropoptim:70,rnn:[8,9,32,50,52,67,75,81,85,105,116,130],rnn_bias_attr:98,rnn_layer_attr:98,rnn_out:98,rnn_output:90,rnn_step:8,rnn_use_batch:[59,116,117],rnnalgorithm:67,rnnlm:14,rnnstep:90,roadmap:90,robust:[8,20],rocmplac:65,roi:8,role:[14,29,38,39,69,77,111],rollback:75,root:[10,11,31,69,111,112,122],rot:8,roughli:[2,128],round:[49,69],routin:[49,60,69],row:[4,7,8,13,21,37,101,129],row_id:8,rows_:86,rpc:38,rpcserver:38,rpi:123,rpi_arm_neon:123,rpi_toolchain:123,rsize:111,rtk:125,rtype:13,rule:[7,21,31,44,50,53,77,101,111],run:[29,30,31,32,33,34,42,43,45,49,50,51,52,53,54,58,61,65,66,68,69,70,72,73,74,77,78,79,80,81,84,85,86,88,89,94,95,96,99,100,101,103,104,106,107,109,110,111,113,114,115,117,121,122,123,125,127,129,130],run_test:92,runinitfunct:107,runnabl:79,running_on_cloud:42,runserv:104,runtim:[1,2,25,32,43,56,66,80,81,91,93,110,121],runtime_table_:32,s_block:31,s_param:128,s_recurrent_group:98,sacrif:1,safe:42,sai:[8,53,55,58,76,77,99,117,119],said:50,sake:101,same:[2,4,7,8,9,20,21,28,29,30,38,39,41,43,51,52,54,57,58,66,67,69,75,77,80,81,82,85,89,90,92,98,102,103,110,111,119,127,130],samping_id:8,sampl:[2,4,7,13,14,21,45,52,87,93,109,110,117,119,127,128,129,130],sample_dim:128,sample_id:7,sample_num:7,sampler:52,satifi:[7,58],satisfi:[33,61,86,95,111,130],save:[2,8,13,28,34,36,38,39,42,43,53,54,58,62,70,77,86,91,99,109,111,112,117,119,129,130],save_dir:[112,117,119,128,130],save_only_on:[116,117],save_parameter_to_tar:28,saving_period:[116,117],saving_period_by_batch:[116,117,119,130],saw:2,scalabl:81,scalar:[2,8,21,31,32,55,90],scale:[5,20,70,77,79,82,87,102,109,129],scaleop:102,scaleopmak:[81,102],scalingproject:8,scan:[31,38,58,81],scatter:[8,31,69],scenario:[67,116],scene:116,schdule:111,schedul:[38,42,79,111,128],scheduler_factor:6,schema:127,scheme:[7,10,37,83,102],scienc:58,scope:[30,43,46,78,80,108],score:[7,8,21,67],scp:113,scrip:130,script:[4,14,69,92,99,102,109,110,111,113,121,129,130],sdk:122,search:[8,34,85,92,98,117],second:[2,8,21,29,43,48,50,52,54,66,67,73,74,76,85,87,102,110,127,129,130],secret:111,section:[2,31,50,75,79,98,100,101,106,111,130],see:[2,4,8,9,21,29,31,34,43,49,50,75,80,100,102,103,106,107,111,127,128,129,130],seed:[20,21,107,117],seem:[33,49,50,95],seen:[83,102],segment:[7,66,90,103],segmentor:127,sel_fc:8,selcet:8,select:[8,21,67,111],selected_generation_scor:67,selected_id:[8,67],selected_indic:8,selected_row:[86,91],selected_rows_desc:[86,91],selected_scor:67,selectedrow:[56,91],selectiv:8,selector:112,self:[30,44,45,52,54,58,59,60,62,68,75,90,101,102],self_addr:43,selfnorm:8,semant:[14,29,67,84],semat:29,send:[34,39,43,57,69,77,79,81,87,91,100,109,111,117],send_back_parameter_typ:37,sendbackparameterspars:37,sendbackparametertyp:37,sendparameterrequest:37,sendparameterrespons:37,sens:[70,83,100,106],sensit:8,sent:[29,39,43,77,81,87,112],sentenc:[2,8,14,50,66,67,90,98,130],sentence_input:90,sentiment:[2,130],sentimental_provid:2,separ:[2,7,21,25,39,51,70,77,82,83,109,117,127,130],seper:90,seq:[8,14],seq_len:90,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:127,seq_typ:[2,13],seqtext_evalu:7,seqtoseq:[8,127],seqtoseq_net:[8,127],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,32,43,46,50,53,59,68,73,90,100,101,127,130],sequence_conv_pool:130,sequence_group:8,sequence_nest_group:8,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,32,43,98,130],seri:[9,95],serial:[2,28,32,38,62,71,81,91],serializ:81,serv:[49,77,81,90,93,107,109,111,128],server:[29,33,37,40,41,50,69,77,81,92,101,110,116,125],serverless:34,servic:[106,109,125],sess:[52,54,68,80],session:[54,68,74,107],set:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,31,34,42,52,56,58,61,65,66,67,72,74,75,81,82,85,88,90,92,98,99,100,101,102,103,104,105,106,107,109,110,111,112,116,117,119,122,123,127,129,130],set_active_typ:101,set_default_parameter_nam:6,set_drop_r:101,set_float_el:30,set_input:8,set_siz:101,set_typ:101,setdatatyp:86,setdefault:102,setp:111,setq:99,settup:101,setup:[2,70,77,84,101,102,125,130],sever:[2,7,8,30,37,52,65,66,67,69,71,72,75,86,88,90,92,109,110,111,119,130],sexstant:125,sgd:[23,28,29,34,42,70,71,77,79,80,86,108,109,128],sgd_optim:108,sgdasync_count:116,shall:[31,33],shaoq:20,shape:[7,8,13,18,21,28,30,31,32,52,55,65,66,73,75,80,81,86,88,102,103,108,129],shard:[34,35,36,37,38,39,41,77,79,109,111],share:[8,21,33,52,64,71,75,81,83,88,90,99,102,107,117],shared_bia:9,shared_bias:8,shared_librari:33,shared_ptr:[61,63,64,85,88,103],shell:[93,111,129],shift:[8,129],shorten:8,shorter:[15,129],should:[2,4,6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,32,39,42,44,45,49,50,51,52,56,57,61,65,66,67,68,70,71,72,73,76,77,81,82,83,86,87,89,90,91,96,98,102,104,110,111,121,130],should_be_fals:29,should_be_tru:29,should_shuffl:2,show:[4,7,10,31,32,34,48,50,55,58,62,66,69,70,73,90,95,99,103,109,111,112,117,127,129,130],show_check_sparse_distribution_log:[116,117],show_layer_stat:[116,117],show_parameter_stats_period:[112,116,117,119,130],shown:[2,8,29,45,69,72,77,98,101,103,107,111,128,129,130],shrink:101,shrink_rnn_memori:21,shrunk:44,shuffl:[2,13],sid:111,side:[8,28,45,58,71,103,109,129],sig:111,sigint:110,sigmod:87,sigmod_op:87,sigmod_output:87,sigmoid:[8,22,32,80,87,90,101],sigmoidactiv:9,sign:[47,62,111],signal:110,signatur:111,signific:107,similar:[8,21,32,43,46,50,67,70,72,76,77,79,81,83,88,89,90,102,106,111,125,130],similarli:[8,13,50,58,102],simpl:[1,2,5,7,8,9,13,14,23,28,43,49,53,54,58,66,70,73,79,83,85,87,90,107,117,130],simple_attent:98,simple_gru:[98,130],simple_lstm:[8,130],simple_rnn:[8,98],simple_transform:15,simpler:71,simplest:111,simpli:[1,8,15,29,39,93,96,98,107,127,129],simplifi:[29,67,75,87,101,112],simul:[50,122],simultan:111,sinc:[8,9,34,38,40,41,50,56,58,61,65,70,76,77,78,80,82,83,90,103,107,111,122,125,128,130],sincer:100,singl:[2,7,9,13,21,31,34,45,49,57,69,77,79,80,81,85,92,96,101,106,109,112,129,130],singleton:[43,78],sinlg:28,sit:77,site:[33,106,111],situat:[31,74,89],six:127,size:[2,7,8,9,13,14,15,21,28,34,36,37,39,49,52,58,62,67,70,75,76,77,80,86,87,88,90,93,96,98,101,102,103,108,117,121,122,123,128,129,130],size_a:8,size_b:8,size_in_byt:61,size_t:[37,88,90,101],sizeof:[32,127],skip:[31,76,100,110,111,129],slice:43,sliceproject:8,slide:[8,10,14,34],slight:50,slightli:52,slope:8,slopeinterceptlay:8,slow:[2,107],slowli:[99,106],small:[2,8,14,30,43,52,60,67,100,101,117],small_messag:[116,117],smaller:[21,30,34,49,67,100],smart:85,smooth:8,snap:112,snapdragon:49,snapshot:[35,41,111],snippet:[51,68,98,101,107,111,130],sock:42,sock_recv_buf_s:[116,117],sock_send_buf_s:[116,117],socket:117,soft:21,soft_label:21,softmax:[8,9,21,29,32,50,54,55,67,73,77,79,80,98,101,127,130],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:130,softmaxoutput:54,softwar:[49,72,107,125],solid:52,solut:[69,125],solv:[29,31,58,81],some:[2,6,8,13,15,21,28,29,31,32,33,37,38,39,41,42,44,49,51,52,53,57,58,61,65,66,67,68,73,74,75,76,79,81,82,85,88,89,90,100,101,102,103,107,109,111,116,117,119,121,122,123,125,128,130],some_c_api_funct:64,some_inst:64,some_op:[56,66,90],some_python_class:63,somecppclass:63,somedata:28,somegotyp:63,someth:[2,31,37,75,99,100,106],sometim:[8,72,76,99,107],somewhat:39,somewher:85,soon:34,sophist:101,sort:[8,14,21,90,106,111,117],sort_by_length:90,sourc:[8,14,30,33,48,50,52,60,62,64,67,76,81,98,99,106,109,111,112,122,127,130],source_dict_dim:[67,98],source_dict_s:67,source_language_word:[67,98],space:[7,8,49,75,79,83,98,99,107],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,span:72,spars:[2,6,8,10,13,21,37,101,103,109,111,117,130],sparse_binary_vector:[2,13,130],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:37,sparse_upd:[6,37],sparse_value_slot:13,sparseparam:101,sparseprefetchrowcpumatrix:101,spatial:8,spatial_scal:8,speak:[58,98],spec:[111,112],specfii:117,special:[8,21,31,39,49,56,65,67,68,77,102,127,130],specialvartypeinfer:56,specif:[1,21,28,31,33,34,44,48,67,81,85,88,99,102,119,121,130],specifi:[1,2,7,8,18,21,29,30,37,38,39,42,43,44,45,46,48,52,62,72,75,77,78,80,85,87,90,93,98,99,100,101,103,104,106,111,117,121,122,128,129,130],speech:8,speed:[8,9,49,62,69,70,92,125],speedup:72,spefici:129,sphinx:[63,104],split:[2,8,13,21,41,43,50,55,67,78,81,90,109,111,119,127,129,130],split_count:[109,111],spread:31,sql:1,sqrt:[20,21],sqrt_x:21,squar:[8,10,11,21,54],square_error_cost:108,srand:117,src:[33,61,109],src_backward:98,src_embed:[67,98],src_forward:98,src_primitive_desc:61,src_root:4,src_word_id:[67,98],src_word_vec:67,srl:14,ssd:8,ssh:[111,112,113,123],ssh_server:110,sstabl:29,stabil:[8,30,58,102],stabl:[84,111],stack:[46,81,90,111,130],stackexchang:8,stage:[33,40,50,52,58,61,78,91,110,121],stale:[34,80],stamp:107,standalon:121,standard:[6,13,20,21,50,81,83,95,99,106,127],stanford:[14,30,112],star:33,start:[8,9,21,28,31,33,34,37,38,39,41,42,67,69,71,72,77,78,92,93,95,98,99,106,107,110,113,117,120,127],start_mpi_train:113,start_op_idx:31,start_pass:[116,117],start_po:8,start_pserv:117,startup:[21,34,42,50,111],startup_program:[18,21,23],stat:[107,117],state:[8,9,18,23,32,34,45,46,66,67,72,85,90,98,112,117,128],state_act:[8,9],statem:58,statement:[50,53,58,101,111],static_cast:[61,103],staticinput:[8,98],statist:[8,18,20,45,72,117,130],statset:107,statu:[42,67,107,111,112],status:112,std:[28,33,37,54,56,57,61,63,64,72,74,81,82,85,87,88,89,101,102,103,117],stdbuf:109,stderr:110,stdout:[13,110],step:[4,8,9,11,21,23,30,32,34,39,45,50,52,53,59,67,70,71,75,77,79,81,87,90,92,93,98,100,101,106,107,109,111,112,113,121,123,125,130],step_gradi:31,step_id:90,step_input:90,step_net:32,step_output:90,step_scop:81,stepnet:[32,66,81,85],still:[31,38,41,50,58,77,82,95,103,129],stirng:75,stmt1482205552000:111,stmt1482205746000:111,stochast:[10,34,38,41,70,109],stop:[8,99,110,112,117],stop_gradi:21,storag:[47,49,109,111,112],store:[7,8,14,21,28,30,32,33,37,46,54,56,62,65,67,71,73,75,77,80,81,82,83,85,90,101,102,103,104,109,111,112,113,117,122,123,127,129,130],str:[15,18,21,28,31,42,90,119],straight:[73,76,86],straightforward:61,strategi:[2,11,34,75,79,117],stream:[13,61,72,88],stream_:88,streamid:25,street:8,strength:128,strict:[76,109],stride:[8,9,21,61,65],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[1,2,7,8,13,15,21,25,28,31,32,38,48,54,57,62,72,73,74,75,80,81,82,85,86,87,91,101,102,111,117],strip:[106,130],strongli:109,struct:[38,39,47,49,56,57,64,65,72,82,87,89],structur:[31,32,38,50,52,62,67,73,75,81,86,110,111,127,130],sts:111,stuff:100,stun:2,style:[2,8,81,87,92],sub:[7,8,13,29,31,41,43,52,58,66,69,71,75,77,98,101,121,130],sub_block:31,sub_nest_seq:8,sub_sequ:[2,8],subclass:[23,75],subcommand:48,subgradi:10,subgraph:[52,79],submiss:77,submit:[61,81,104,109,111,116,117],subnet0:111,subnet:[29,111],subobjectpath:112,subscript:21,subsequ:[8,69],subsequenceinput:8,subset:[21,101],substanti:129,succ:58,succeed:[38,112],success:[8,39,111,112,129],successfulcr:112,successfulli:[102,129],successor:117,sucess:58,sucessor:58,sudo:[99,111],suffer:30,suffici:117,suffix:[18,42,95,109],suggest:[8,33,100,107],suit:125,suitabl:[86,117],sum:[8,10,31,32,35,56,75,78,98,101],sum_op:31,sum_x:21,sume:21,summar:[52,72,130],summari:72,summat:21,sumopgradmak:82,sun:20,supercomput:58,suppli:[21,86],support:[6,7,8,10,11,13,15,21,30,32,34,41,42,43,50,51,52,58,61,62,65,67,70,71,72,74,76,77,79,81,82,83,86,89,92,93,95,96,98,99,101,102,103,104,107,109,111,117,121,122,123,125],support_inplac:58,suppos:[9,21,33,43,51,86,101,130],suppress:[8,48],sure:[21,92,99,101,106,111],surpass:[8,20],sutibal:88,svs:87,swagger:47,swap_channel:129,swig:[4,40,63,64,92,121,122],swig_paddl:[4,128],switchop:32,sychron:69,symbol:[8,32,54,64,95],symbols_ready_:32,symbolt:[32,81],symlink:100,sync:[34,70,83,117,128],sync_with_cpp:106,syncflag:101,synchron:[34,38,61,69,72,109,111,117],syntax:[43,46,50,67,76],synthes:128,sys:129,sysroot:121,system:[32,33,34,39,41,47,51,52,58,60,77,79,92,93,95,102,104,106,109,112,121,130],t2b:127,tab:[95,130],tabl:[2,7,8,21,32,43,50,56,62,86,91,122,129,130],tablelookup:86,tablelookupgrad:86,tablelookupop:86,tableproject:8,tag:[7,14,84,93,98,109],tagtyp:7,tail:67,take:[2,4,7,8,9,13,21,28,29,31,32,33,34,41,43,44,46,49,52,53,55,56,58,61,65,70,73,74,75,76,81,82,88,89,90,92,98,99,100,101,102,106,107,109,111,112,128],taken:[2,8,44,54,58,65,77,90],talk:[39,123],tangl:106,tanh:[8,9,21,52,67,77,98,101],tanhactiv:9,tar:[15,28,111],tarbal:111,target:[8,14,21,23,28,31,32,33,44,46,52,54,68,74,77,80,81,92,98,102,121,122,123,127,130],target_block:[31,44],target_dict_dim:98,target_dict_s:67,target_dictionary_dim:8,target_language_embed:8,target_language_word:98,target_link_librari:33,target_word:67,targetinlink:8,task:[2,7,8,62,67,72,77,87,98,119,127,129],task_queu:38,taskentri:38,taskqueu:38,tbd:[40,61],tcp:[111,117],teach:130,tear:107,technic:[31,34],techniqu:[21,58,98,101,106],technolog:[50,99],tee:112,tell:[34,38,39,67,87,93,107,121],templat:[51,61,87,88,102,103,112,125],tempor:[8,130],temporari:[18,31,42,46,58,70,75,126],ten:99,tensor:[21,30,33,43,49,50,52,54,56,57,61,62,65,66,67,78,79,80,86,89,90,91,102,108],tensor_arrai:43,tensor_array_read:90,tensor_array_s:90,tensor_array_stack:90,tensor_array_unstack:90,tensor_array_writ:90,tensor_data:62,tensor_s:30,tensor_test:33,tensor_to_check:30,tensorarrai:78,tensorarraydesc:90,tensordesc:[62,86],tensorflow:[32,43,50,52,55,77,79,83,90,103],term:[8,9,21,34,82,83],termin:112,terminolog:58,tese:1,tessorarrai:90,test100:14,test10:14,test1:36,test:[1,2,8,13,14,15,21,28,29,30,33,54,64,70,76,80,84,96,99,103,107,108,109,113,116,127,129,130],test_:102,test_all_data_in_one_period:112,test_check_grad_ingore_i:102,test_check_grad_ingore_x:102,test_check_grad_norm:102,test_check_output:102,test_data_dir:109,test_fcgrad:101,test_gpuprofil:107,test_layergrad:101,test_list:[2,130],test_mkldnn:60,test_mklpack:59,test_mul_op:[92,102],test_norm:102,test_pass:[116,117,119],test_period:[116,117,119],test_recurrent_op:100,test_wait:[116,117],testa:29,testb:29,testbilinearfwdbwd:107,testcas:102,testconfig:101,testfcgrad:101,testfclay:101,testlayergrad:101,testmodel_list:116,testmulop:102,testq:29,testresult:28,testsave_dir:116,testutil:101,text1:48,text:[1,2,7,9,13,29,62,66,72,111,127,130],text_conv:130,text_fil:13,tflop:107,tftp:125,tgz:[14,95],than:[2,4,6,7,8,9,21,31,34,42,43,44,50,51,52,75,81,83,90,92,98,99,101,109,111,121,125,129],thank:127,the_step:50,theano:50,thei:[2,8,18,20,26,29,31,33,34,39,41,43,44,48,50,52,53,57,58,67,68,72,75,79,80,81,87,90,91,98,99,100,101,102,103,107,109,111,116,129],them:[1,2,7,8,9,15,29,30,31,33,34,37,42,44,50,51,56,57,58,67,76,79,81,82,85,86,87,89,90,91,99,100,102,104,107,111,116,117,129,130],themselv:[31,33],theori:[50,107],therefor:[31,58,70],therein:[8,32],therun:129,theta:52,theta_d:52,theta_g:52,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,34,37,38,39,40,41,42,43,44,45,46,49,50,51,52,53,54,57,58,61,65,66,67,68,69,70,71,72,73,75,76,77,78,79,80,81,82,83,86,87,88,89,90,93,95,96,98,99,100,101,102,103,104,106,107,108,109,111,112,117,119,121,122,123,125,127,128,129,130],thin:56,thing:[2,52,77,81,88,107],think:[29,33],third:[8,34,54,102,106,107,121,122,123,129],third_parti:[8,60,121,122,123],thirt:99,those:[8,32,33,34,51,53,54,55,73,121,129],though:[90,125],thought:[33,107],thread:[43,72,78,101,106,107,117,119],thread_count:78,thread_id:72,thread_id_:72,thread_local_rand_use_global_se:[116,117],thread_pool:78,threadblocks:25,threadid:119,threadloc:107,threadpool:43,three:[2,7,8,21,30,31,34,45,49,50,53,61,67,68,71,72,73,76,88,117,121,128,129],threshold:[6,7,8,34,38,44,100,117],through:[4,8,31,33,34,38,40,45,58,68,70,80,98,101,102,104,107,108,109,122,127,128],throughout:[46,130],throughput:[107,109],thrust:81,thu:[2,8,21,41,45,54,58,101,111,126],tier:112,time:[2,8,9,11,13,21,28,29,30,33,34,38,41,44,50,51,56,58,59,65,66,67,69,72,75,76,77,79,81,82,86,87,90,91,92,98,99,103,106,107,112,117,119,125,130],timelin:[8,72,81,107],timeo:111,timeout:[34,38],timeout_sec:13,timestamp:[8,35],timestep:[2,8,85],tip:[121,122],titan:58,titl:14,tls:47,tmp:75,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:28,toadapt:89,todo:[7,13,14,32,34,38,41,67,87],toend:8,togeth:[2,8,9,13,28,31,90,98],token:[7,8,29,98,127],toler:[28,30,92,102],too:[14,30,43,44,61,65,89,90],took:125,tool:[72,92,95,98,99,106,111,121,123],toolchain:[106,121,122],top:[7,21,28,66,67,102,129],top_k:[7,21,67],top_level_rnn:66,topic:61,topk_generated_scor:67,topk_id:67,topk_indic:21,topk_out:21,topk_scor:67,toplevel:99,topolog:[29,34,54,58,62,71,77,80],topoloi:54,topolopi:28,torch:[32,50],toronto:14,total:[21,28,34,45,69,72,76,79,106,107,109,112,125,127],total_pass:76,tottim:106,trace:[32,52],track:[34,38,54,75],tractabl:8,tradit:[8,32,49],traffic:77,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,21,31,32,36,38,39,41,43,44,45,46,50,52,53,58,59,62,69,70,71,72,73,74,80,81,83,86,88,91,98,101,105,107,114,115,116,122,129],train_conf:127,train_config_dir:111,train_data:109,train_data_dir:109,train_id:111,train_list:[2,109,129,130],train_loop:50,trainabl:[8,62,75],traindot_period:116,trainer:[2,4,29,35,36,37,38,40,50,59,60,70,71,77,79,81,101,110,117,119,128,130],trainer_config:[1,2,111,112,130],trainer_config_help:[2,101,130],trainer_count:[96,109,111,112,116,117,119],trainer_cpu:42,trainer_cr:42,trainer_gpu:42,trainer_id:[109,111,117],trainer_intern:37,trainer_mem:42,trainer_packag:42,trainerid:41,trainerintern:130,training_machin:128,trainingtest_period:116,trainonebatch:37,trainonedatabatch:128,tran:[61,89,101,117],trane:2,transact:[34,38],transfer:[1,2,58,72],transform:[8,9,15,21,81,89,98,101,103,128,130],transform_param_attr:9,transformed_st:9,translat:[8,9,50,58,127],translation_id:67,translation_scor:67,transpar:[67,110],transpil:[43,50],transport:117,transpos:[8,15,101,128],transposedfullmatrixproject:8,travel:2,travers:[31,53,58],travi:100,treat:[8,32,39,58],treatment:[39,49],tree:[8,32,43,46,50,75,108,117,123],trg_dic_siz:67,trg_embed:[67,98],triain:1,trick:67,tricki:63,trigger:[41,71],trim:8,trivial:[2,67,90],trn:130,true_block:[32,55,73],true_imag:76,true_label:76,true_neg:45,true_posit:45,true_read:76,truth:[7,8,21,130],tst:130,tune:[6,105,106,130],tuninglog_barrier_abstract:116,tupl:[2,8,9,13,14,15,18,21,28,31,75,76],ture:8,turn:[8,21,75,76,93,128],tutori:[92,93,98,101,102,106,107,111,113,114,115,122,126,129,130],twice:[52,79],twine:84,two:[1,2,7,8,9,21,29,31,39,40,41,42,43,45,48,49,50,52,53,56,58,62,65,67,70,72,73,76,77,80,81,82,83,85,86,87,90,91,98,102,103,107,110,111,119,121,123,127,128,129,130],txt:[2,33,42,48,59,60,101,104,109,111,113,130],type:[2,7,8,9,11,13,14,15,18,21,23,28,29,31,32,34,37,38,41,42,44,47,48,49,56,57,61,62,63,64,66,67,73,74,75,76,81,82,83,86,87,88,89,91,96,98,99,101,103,109,111,112,117,119,122,129,130],type_nam:87,typedef:[39,49,63,64,65,88],typeid:87,typenam:[51,87,88,102,103],typic:[4,7,77,107,122],ubuntu:[84,95,96,106],ubyt:76,uci:14,uci_h:96,ufldl:[8,21],uid:112,uint16_t:49,uint32:[47,62],uint32_t:72,uint64:[62,63],uint64_t:63,unawar:39,unbalanc:117,unbound:[58,98],unclear:41,uncreat:31,under:[33,38,69,79,89,92,93,103,104,109,110,111],underli:67,understand:[20,50,75,106,107,125,127],understand_senti:98,undeterminist:107,unidirect:8,unifi:[46,54,86,100],uniform:[6,8,13,20,36,52,75,76,117,128],uniform_random:75,uniniti:31,uniqu:[29,32,34,41,42,61,65,75,85,102,109,111,117],unique_nam:75,unique_name_gener:75,unique_ptr:[82,85,88,101],unit:[8,9,21,33,70,72,83,88,92,98,99,103],unittest:[64,100,102],unittestcheckgrad_ep:116,unk:[86,91,127],unk_idx:130,unknown:[8,21],unless:21,unlik:[8,21,67,102],unnecessari:[31,100],unordered_map:85,unpack:90,unrol:66,unseen:83,unseg:8,unsign:[39,49],unstack:90,unstack_from:90,unsupervis:52,unsupport:102,until:[34,39,50,58,78,79,85,111],unzip:121,updat:[6,8,10,21,23,31,34,38,39,47,49,52,66,67,68,69,70,71,77,85,90,95,101,106,109,117,119],update_equ:28,update_hook:6,update_memori:32,update_op:68,updatecallback:101,updatestack:111,upgrad:[69,95,126],upload:[34,42,47,84,109],upon:34,upper:8,upstream:100,uri:111,url:[13,14,100],usag:[1,2,7,8,9,15,28,49,55,71,102,107,109,122,127,128],use:[1,2,4,6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,32,33,34,40,46,49,52,54,56,57,58,61,65,67,68,69,71,72,75,77,78,79,80,85,86,87,89,90,91,92,93,95,96,98,99,100,101,102,104,106,107,109,111,112,117,119,121,122,123,127,128,129,130],use_cpu:57,use_cudnn:57,use_eigen_bla:121,use_eigen_for_bla:[121,122],use_etcd:28,use_global_stat:8,use_gpu:[96,109,112,116,117,119,128,129,130],use_mkl_pack:59,use_mkldnn:[8,57,60],use_nesterov:23,use_old_updat:[37,116,117],use_peephol:21,use_sparse_remote_updat:37,used:[1,2,4,7,8,9,10,11,13,14,15,20,21,25,28,29,30,32,33,34,40,41,44,46,49,50,52,54,58,66,67,70,71,72,75,76,77,80,81,83,85,87,88,90,92,95,98,99,101,102,103,106,107,111,116,117,119,121,122,123,127,129,130],useful:[1,2,8,9,30,49,58,85,89,98,101,119,121,130],usegpu:[101,128],user:[1,2,6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,33,36,38,41,42,43,44,45,46,48,51,52,53,54,56,57,61,65,67,68,69,70,72,75,76,77,78,79,80,81,82,83,85,87,88,89,90,93,100,104,106,109,111,116,117,121,125,129,130],user_info:14,user_nam:36,usercert:36,userinfo:14,userkei:36,usernam:36,uses:[2,8,34,41,43,49,58,65,66,67,71,72,77,88,89,92,95,98,99,100,101,103,104,109,111,117,121,129,130],using:[1,2,4,6,8,9,13,21,28,29,31,32,33,34,38,39,41,42,46,48,49,50,51,52,54,56,58,66,68,70,73,76,77,82,83,85,87,88,89,92,93,94,95,96,98,100,101,102,103,104,107,109,111,112,113,117,119,121,123,126,127,128,129,130],usr:[92,93,109,111,117],usrdict:127,usrmodel:127,usual:[8,28,31,42,58,65,72,73,83,88,100,102,106,107,111,117,119],utf:127,util:[4,59,60,69,98,101,102,107,125],uuid:[35,41],v7a:121,v8a:121,val:31,valid:[8,15,76,81,85,102,111,122,129],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,32,34,43,44,45,54,55,58,60,62,66,67,68,70,71,73,75,77,80,81,85,86,87,90,91,98,101,102,111,117,119,121,122,128,129],value1:117,value2:117,value_:86,value_evalu:7,value_rang:13,valueerror:[21,54],values_:90,vanilla:98,var_nam:31,var_recurs:44,varabl:79,vardesc:[32,53,73,75,81,86],vardescbuild:32,vari:[107,111],variabl:[2,10,13,14,18,20,21,23,29,30,32,43,44,45,46,52,53,54,55,56,65,66,67,68,70,73,74,77,79,80,82,83,86,87,90,101,102,106,108,109,111,112,121,122],variablenamemap:102,varialbl:52,varianc:[8,129],variant:[8,56,65,88,90],varibal:31,varibl:54,varienc:90,varient:90,variou:[32,49,58,83,121],varproto:87,vars_:[32,85],vartyp:[21,86,91],vartypeinfer:56,vec1:8,vec2:8,vec:89,veclib:122,vecter:21,vector:[2,8,9,13,14,21,29,32,37,39,54,55,61,66,67,72,75,81,82,86,90,98,101,103,127,130],vectorenable_parallel_vector:116,veloc:23,vendor:33,verb:14,verbos:[48,100],veri:[2,8,11,33,38,43,46,50,51,52,58,61,67,71,76,79,83,85,88,90,98,106,107,110,130],verifi:[32,101,122],version:[8,9,31,33,42,44,48,50,52,54,55,62,67,77,84,92,93,96,99,101,106,107,109,111,112,116,117,121,122,123,127],versu:29,vertic:[8,129],vgg:[9,22],via:[21,31,34,94,100,107,111,122,125,130],view:[8,62,65],vim:93,viriabl:109,virtual:[44,56,57,82,88,99],virtualenv:99,visibl:[41,85],visit:[28,31],visual:[8,67,107],vlog:[37,100],voc_dim:130,voila:96,volum:[104,112],volumemount:[111,112],volumn:111,vutbr:14,w_f:21,wai:[2,7,9,29,31,39,41,46,50,57,58,67,70,75,76,80,83,90,98,99,100,101,119],wait:[34,39,78,109,117],walk:[4,122,128],wangkuiyi:33,want:[2,8,29,42,43,45,52,57,65,70,72,74,76,80,83,85,88,89,90,92,93,99,100,101,104,106,109,117,119,121,123,127,129,130],warn:[28,48],warp:[8,107],warpctc:8,wast:69,watch:34,wbia:[111,129],weav:50,web:[104,106],websit:[104,130],weight:[7,8,9,10,20,21,26,59,62,83,98,101,117,119,129],weight_act:9,weightlist:101,weights_:101,weights_primitive_desc:61,weights_t:101,welcom:33,well:[21,31,42,50,51,52,77,80,83,86,101,111,117,130],were:[7,33,50],west:111,wget:121,wgt:61,what:[6,8,33,50,52,67,75,77,79,87,89,102,106,125,130],whatev:[99,109],wheel:95,when:[1,2,6,7,8,10,13,18,21,28,30,31,32,33,34,37,38,39,42,43,44,45,46,48,49,50,54,67,69,70,71,72,73,75,77,79,81,88,90,92,94,98,99,100,101,102,103,104,106,107,109,111,112,117,119,121,122,125,127,128],whenev:[75,100],where:[2,8,9,10,20,21,29,31,32,34,41,43,50,53,65,66,67,70,73,77,81,83,88,90,98,101,102,106,107,108,117,119,127,129],wherea:[32,38,51,55,88],whether:[7,8,15,21,28,30,31,32,46,72,76,86,90,92,93,101,102,117,122,128],which:[1,2,4,6,7,8,9,13,14,15,21,28,29,30,31,32,33,34,36,38,39,41,42,43,44,46,49,50,51,52,54,56,58,61,62,65,66,67,68,69,71,73,74,75,76,77,78,79,80,81,82,85,86,87,89,90,92,95,98,99,100,101,102,103,106,107,109,110,111,117,119,121,122,125,128,129,130],whichev:128,while_grad:58,while_loop:[67,90],while_op:31,whileloop:90,whileop:32,whl:92,who:[31,51,53,69,75,100,127,129],whoever:39,whole:[2,7,13,31,52,55,58,63,64,66,69,74,87,100,109,111,112,125,130],whose:[2,8,13,21,30,31,34,41,44,66,81,82,87,90,98],why:[9,30,64,99],wide:[33,44,52,95,110,113],width:[7,8,13,15,21,37,63,76,101,102],wiki:[8,33],wikipedia:[8,14],wilder:2,window:[8,11,14,70,93,99,121],wirt:54,wise:[8,15,21,79,81,103],wish:[92,95,104,109],with_avx:[92,93,109,121,122],with_bia:87,with_c_api:[92,121,122,123],with_doc:92,with_doubl:[92,101,109],with_dso:92,with_golang:[92,121],with_gpu:[92,99,109,121,122],with_mkl:[59,60,92,121],with_mkldnn:60,with_mklml:60,with_profil:107,with_python:[92,109,121,122],with_rdma:[109,121,122],with_style_check:[92,100],with_swig_pi:[92,121,122],with_test:[92,102],with_tim:[107,109],within:[8,38,50,122],without:[7,8,23,31,34,39,72,75,76,79,81,102,106,109,113],wloop:90,wmt14:98,wmt_shrinked_data:14,won:[107,109,129],wonder:2,word2vec:[42,109],word:[2,7,8,14,31,53,56,58,66,67,79,81,87,90,98,109,119],word_dict:[109,113,130],word_dim:130,word_id:2,word_idx:14,word_vector:130,word_vector_dim:[8,67,98,127],words_freq_sort:14,work:[2,4,8,13,21,29,32,33,34,46,49,50,57,68,70,72,75,77,93,98,99,100,101,104,106,107,109,111,112,117,125,130],worker:[79,91,111],workercount:111,workflow:[81,111],workspac:[100,109,110,117],world:109,wors:128,worth:108,would:[28,32,33,34,41,50,51,52,53,61,68,70,71,75,76,77,78,79,86,90,93,99,100,106,111,121,125,128,130],wouldn:[50,53],wrap:[50,51,52,69,125],wrapper:[9,33,51,69,70,77,82,90,107],write:[2,13,21,29,34,41,43,49,50,51,54,56,61,68,70,75,76,77,79,81,82,88,90,99,105,109,111],write_lock:35,write_to_arrai:58,writer:[29,75],written:[21,25,31,32,43,46,52,62,70,81,82,86,92,93,102,103,106,110],wrong:[2,76],wrote:[54,79],wsize:111,www:14,x64:[121,123],x86:122,x86_64:[121,122],x_first_step:21,x_last_step:21,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,93,101,113],xavier:20,xavieriniti:21,xcode:122,xcodebuild:122,xgbe0:117,xgbe1:117,xiangyu:20,xmap_read:13,xpu:50,xrang:[30,50,52,72,76,96,101],xx_layer:57,xxx:[29,90,129],xxxx:35,xxxxxxxxx:111,xxxxxxxxxx:111,xxxxxxxxxxxxx:111,xxxxxxxxxxxxxxxxxxx:111,y_dim:52,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[21,96,108],yaml:[33,110,111,113,125],yancey1989:42,yann:14,yapf:100,year:50,yeild:28,yep:[72,106],yet:[50,125],yield:[2,13,29,36,76,130],yoshua:20,you:[1,2,4,6,8,9,13,28,30,42,49,85,92,93,94,95,96,98,99,100,101,104,106,107,109,110,111,113,117,119,121,122,123,125,127,128,129,130],your:[2,8,13,28,29,33,37,42,48,81,92,94,95,99,100,101,104,107,109,110,111,119,121,122,123,125,130],your_access_key_id:111,your_secrete_access_kei:111,your_source_root:64,yourself:92,yuang:50,yuyang18:[13,14],yuyang:106,z_dim:52,z_size:52,zero:[2,6,8,9,10,13,14,18,30,31,34,52,67,71,75,86,101,111,117,130],zhang:20,zhidao:127,zip:[14,75,121],zone:111,zxvf:111},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","Backward Building","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Design Doc: Concurrent Programming with Fluid","Error Clip","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","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","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","Background","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","Distributed Training","Cluster Training Using Fabric","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle 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","Build PaddlePaddle 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":36,"\u4e0d\u4f7f\u7528":63,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":63,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":63,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":63,"\u4ec5\u4ec5\u4f7f\u7528void":63,"\u4ece\u5feb\u7167\u6062\u590d":35,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":63,"\u4f7f\u7528\u8f6c\u6362\u5e93":36,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":64,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":64,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":47,"\u5206\u652f\u89c4\u8303":84,"\u52a0\u901f\u6267\u884c":35,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":63,"\u52a8\u6001\u6269\u5bb9":35,"\u539f\u56e0":63,"\u539f\u56e0\u5217\u8868":63,"\u53c2\u8003\u6587\u6863":47,"\u53d1\u5e03docker\u955c\u50cf":84,"\u53d1\u5e03wheel\u5305\u5230pypi":84,"\u540d\u8bcd\u89e3\u91ca":47,"\u57fa\u672c\u8981\u6c42":63,"\u5b9e\u73b0":63,"\u5b9e\u73b0\u65b9\u5f0f":64,"\u5bfc\u51fac":63,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":35,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":63,"\u63a8\u6d4b\u6267\u884c":35,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":36,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":47,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":36,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":36,"\u6587\u4ef6\u9884\u5904\u7406":36,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":64,"\u672f\u8bed":35,"\u67b6\u6784\u56fe":47,"\u6846\u67b6\u751f\u6210":47,"\u6982\u5ff5\u89e3\u91ca":36,"\u6a21\u5757":47,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":35,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":64,"\u6d41\u7a0b\u4ecb\u7ecd":36,"\u751f\u6210sparse\u6587\u4ef6":47,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":47,"\u76ee\u5f55\u7ed3\u6784":64,"\u76ee\u6807":47,"\u793a\u4f8b\u7a0b\u5e8f":36,"\u7b26\u53f7":63,"\u7c7b":63,"\u7f16\u8bd1\u9009\u9879":64,"\u7f29\u5bb9":35,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":63,"\u80cc\u666f":63,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":47,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":36,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":36,"\u8f6c\u6362\u5e93":36,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":63,"\u8fdb\u884c\u8bad\u7ec3":36,"abstract":[69,77,78,79,80,125],"book\u4e2d\u6240\u6709\u7ae0\u8282":84,"case":[31,119],"class":[52,71,75,101],"filemanager\u8bbe\u8ba1\u6587\u6863":47,"final":57,"function":[33,51,52,75,127],"new":[88,101,102],"paddle\u52a8\u6001\u5e93\u4e2d":63,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":63,"paddlepaddle\u53d1\u884c\u89c4\u8303":84,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":84,"return":76,"switch":[61,88],"tensor\u5230eigentensor\u7684\u8f6c\u6362":103,AWS:111,Abs:5,DNS:111,EFS:111,For:[33,112],KMS:111,Not:99,The:[32,39,43,46,50,52,53,55,56,65,68,71,81,82,123],Use:[32,73,104,109,112,119],Using:[33,39,95,110,113,121],With:42,about:52,absolut:67,access:111,account:111,accuraci:21,action:[59,60],activ:[5,8,60],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:[58,61,111],address:111,addto:8,advanc:88,adversari:128,aggreg:8,aggregatelevel:8,alalysi:37,algorithm:[30,34,66,74,77,130],all:[85,90],analog:43,analysi:[58,77],android:121,api:[0,3,59,60,64,68,70,75,83,87],appendix:[125,130],applic:3,approach:107,arbitrari:50,architectur:[72,77,98,130],argument:[48,76,109,116,119,121,123,130],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:111,assign:21,associ:[85,111],assumpt:125,async:117,attent:98,attribut:[6,58,83],auc:7,auto:30,averag:70,avg:11,aws:111,backgraound:30,background:[59,79,80,88,89,90,91,102],backward:[31,50,53,81,102],base:[42,67,79],basepool:11,basic:[58,88,125],batch:76,batch_norm:[8,21],batch_siz:76,beam:67,beam_search:8,beam_search_decod:21,benchmark:[59,60],benefit:[79,81],between:[29,75,81,87,88],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:32,bind:102,bla:92,block:[32,52,53,73,75,81],block_expand:8,blockdesc:73,book:93,bool:92,bootstrap:125,bottleneck:106,brelu:5,bring:125,bucket:111,build:[31,52,81,92,94,99,104,112,121,122,123],built:107,cach:2,can:85,capi:64,capi_priv:64,cast:21,challeng:[31,74,79],chang:67,check:[8,30,101,110],checker:30,checkpoint:[34,35,41],chines:127,choic:57,choos:[33,111],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:39,clip:[8,44],close:30,cloudform:111,cluster:[40,109,110,111,113,119,125],cmake:[33,59,60,123],code:[42,75,100,106,108],column_sum:7,command:[109,118,119,130],commit:112,common:117,commun:117,compar:125,comparis:75,compat:50,compil:[32,49,50,73,81,92,102,108,121,122,123],complet:50,compos:76,comput:[32,53,61,81,83,103],con:125,concat:[8,21],concept:[75,81,111],concern:60,conclus:[41,54,125],concurr:43,condit:52,config:[3,119],configur:[27,98,105,111,122,130],conll05:14,connect:8,constantiniti:20,construct:53,contain:[93,112],content:[59,60,64,107,111],context_project:8,contribut:[100,104],control:[58,81],contruct:58,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[41,77,79],convolut:130,core:[30,75,111],corner:31,cos_sim:[8,21],cost:8,cpu:[78,119],creat:[31,76,80,81,85,111,112],create_arrai:21,creation:[38,70,83],creator:76,credenti:111,crf:8,crf_decod:8,cross:[121,122,123],cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[49,92],cudnn:92,cudnnavg:11,cudnnmax:11,current:[49,82],custom:76,data:[8,12,13,21,34,76,77,111,112,127,128,130],datafeed:[13,17],dataflow:58,dataprovid:[2,3,117],dataset:[12,14,34,38,109],datatyp:[13,65],decayedadagrad:10,decayedadagradoptim:23,decod:67,decor:76,deep:[32,50],defin:[102,111,130],definit:91,delet:111,demo:[52,111],dens:41,dep:95,depend:[52,92,95],deploi:42,deriv:101,describ:[50,68],descript:[48,81,117,128],design:[29,30,32,34,38,39,40,41,43,45,46,49,50,51,52,53,56,59,60,61,62,65,66,67,68,69,71,73,75,76,77,78,79,80,81,82,85,86,88,90],destroi:[85,111],detail:[37,117],detect:[7,8],detection_map:7,detection_output:8,develop:[81,99,105],devic:[88,119],devicecontext:88,dictionari:[76,127],differ:[81,88,109,119],directori:111,discrimin:52,discuss:[52,79],dispatch:[34,38],distribut:[29,34,37,42,77,109,111,117],dnn:60,doc:[29,32,34,38,39,40,41,43,46,49,50,51,53,56,59,60,61,62,65,69,71,73,75,76,77,78,79,80,81,82,86,88],docker:[42,93,99,112,121],document:[104,120],doe:76,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:111,download:[111,112,127,129],dropout:[8,21],dure:[67,76],dylib:64,dynam:[34,90],dynamic_lstm:21,dynet:54,each:95,ec2:111,eigen:103,elast:111,elect:41,elementwise_add:21,elementwise_div:21,els:32,embed:[8,21,127,130],engin:52,enough:30,entri:76,environ:[42,121],eos:8,equat:101,error:44,eval:77,evalu:[7,18,45],event:[28,29,72],evolut:50,examin:106,exampl:[29,33,43,55,64,80,127,128],execut:[32,50,73,78,81],executor:[19,46],exp:5,expand:8,expandlevel:8,explain:30,extern:111,extract:[127,129],fabric:110,factor:8,factorization_machin:8,faq:[94,95],fault:34,featur:129,file:[32,106,111,112,130],fill_const:21,fill_constant_batch_size_lik:21,find:111,first_seq:8,float16:49,flow:58,fluid:[16,43,50,61,69,108],format:[32,34,62,130],forward:[53,102],frame:32,framework:[30,103],from:[29,41,87,92,94],full_matrix_project:8,fulli:8,functor:88,futur:50,gan:[52,128],gate:98,gated_unit:8,gener:[52,67,98,99,106,125,128],get:[96,112],get_output:8,give:76,global:[73,75],gotcha:99,gpu:[93,107,117,119],grad_op:31,gradient:[30,31,39,60,82,101],gradient_print:7,graident:30,graph:[53,54,58,79,81,83],group:[8,111],gru:[9,117],gru_group:9,gru_step:8,gru_unit:[9,21],grumemori:8,hand:107,handler:[29,63],happen:41,hardwar:49,helper:75,hierarchi:32,high:[68,70,83,87],how:[30,37,70,76,81,88,92,102,103,104,105,107],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:122,iam:111,ident:5,identifi:106,identity_project:8,ifels:55,ifelseop:32,imag:[8,9,15,42,93,112,121],imagenet:129,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,31,33,37,44,45,49,62,66,69,70,75,76,78,81,82,83,101,102,103,128],increment:21,infer:[28,121,130],infershap:[73,86],infervartyp:56,info:129,ingredi:29,ingress:47,init_hook:2,initi:[20,39,52,111,119],input_typ:2,insid:85,inspect:111,instal:[94,95,96,111,121,122,123,125,130],instanc:111,instead:76,integr:[88,111],intel:[59,60],interact:87,interfac:[12,13,15,30,34,39,40,46,68,76,80,85,129],intermedi:81,interpol:8,introduc:[67,90],introduct:[1,72,83,109,127,129],isn:76,issu:49,job:[34,42,110,111,112,113],join:8,kei:[59,65,111],kernel:[61,65,81],kill:110,kmax_sequence_scor:8,kube:111,kubectl:111,kubernet:[42,111,112],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[32,50],larg:37,last_seq:8,launch:[93,110,113],layer:[8,21,29,51,59,60,75,101,119],layout:65,learn:[32,50],learnabl:8,less_than:21,leval:87,level:[68,70,83,87],libpaddle_capi_shar:64,libpaddle_capi_whol:64,librari:[39,49,65,81,88,121],limit:77,line:[109,118,130],linear:5,linear_chain_crf:21,linear_comb:8,linux:[110,121],list:[35,76],live:58,local:[77,80,85,111,119],lod:67,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[66,67,90],lodtensordesc:91,log:[5,100,130],logic:38,logist:130,look:106,low:[70,83,87],lstm:[9,117],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,67],macro:81,main:52,make:58,manag:[33,109],map:[76,81],master:[34,38,42,43],math:[8,88],mathemat:30,matrix:[60,117],max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:52,memori:[8,58,66,88],merge_lod_tensor:21,messag:87,method:67,might:52,migrat:81,mileston:81,mini:76,minibatch:13,misc:8,mix:[8,119],mkl:[59,60],mkldnn:61,mkldnn_helper:61,mkldnndevicecontext:61,mnist:[14,128],mobil:124,model:[2,3,27,29,37,39,41,50,52,62,67,97,98,110,119,127,128,129,130],modifi:112,modul:[81,88,103],momentum:10,momentumoptim:23,more:52,motiv:[31,46,62,69,74],movielen:14,msrainiti:20,mul:21,multi:78,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:76,multiplex:8,mxnet:54,name:[85,111],nccl:69,nce:8,necess:75,necessari:81,need:[76,99,107],nest:66,net:22,network:[9,81,98,119,128,129,130],neural:[98,130],nlp:[9,117],non:2,norm:[8,83],normaliniti:20,note:30,numer:30,numpi:30,nvprof:107,nvvp:107,object:34,observ:[127,129],offset:67,ones:21,onli:[76,85],op_mak:81,openmpi:113,oper:[51,55,58,61,65,70,73,75,79,81,82,86,90,102],opinfomap:81,opkernel:[81,88,102],opproto:87,ops:83,optim:[10,23,34,39,53,58,68,75,105,130],option:[48,92,127],opwithkernel:81,order:48,org:104,origin:81,orthogon:85,other:60,out_prod:8,outlin:116,output:[8,110,111],overview:[41,44,46,59,60,81,85,108,130],pack:[59,67],packag:[33,95],pad:8,paddl:[37,69,76,85,103],paddlejob:42,paddlepaddl:[29,32,50,59,60,70,73,77,83,84,92,93,95,104,108,111,112,120,121,122,123,127],pair:111,paradigm:50,parallel_nn:119,paramattr:24,paramet:[6,8,28,29,34,39,40,42,60,70,71,75,79,83,109,111,117,118,127,129],parameteraverageoptim:70,paraphras:127,parent:85,part:53,partit:39,pass:[92,119],path:[41,48],penalti:83,perform:[70,106,107,117],persist:38,pfsclient:[47,48],pfsserver:47,pip:95,place:[58,65,88],placement:77,platform:109,pnpair:7,point:[59,111],polici:58,pool2d:21,pool:[8,11],pose:[56,82],potenti:57,power:8,precision_recal:7,predict:[4,129],prefetch:76,prelu:8,prepar:[109,110,111,113,122,127,128],preprocess:[127,130],pretrain:127,principl:61,print:7,privat:111,pro:125,problem:[45,56,57,58,65,68,82,89],procedur:125,process:[34,39,42,68,81,99],profil:[25,106,107],program:[32,43,50,73,75,78,93,109],programdesc:73,project:33,propos:[56,82,83],protobuf:86,protomak:102,provid:[2,76,130],prune:74,pserver:41,pull:93,pydataprovider2:2,python:[4,30,42,59,60,66,68,70,75,76,77,83,87,91,101,102,106,129,130],qualiti:81,queue:[34,38],quick:[96,130],randomnumb:117,rank:7,rank_cost:8,raspberri:123,reader:[12,13,29,76],realiz:81,recoveri:34,recurr:[8,9,98,130],recurrent_group:8,reduce_max:21,reduce_mean:21,reduce_min:21,reduce_sum:21,ref:30,refactor:81,refer:[2,58,59,60,77,79,107],region:111,regist:[56,81,87,102],registr:[81,82],registri:81,regress:130,regular:[26,39,83],rel:67,relat:[81,90],relu:5,remark:102,remot:[40,80],render:111,repeat:8,represent:[32,81],requir:[33,52],reshap:[8,21],resiz:8,resnet:129,result:[110,112],retri:38,reus:75,review:100,revis:127,rmsprop:10,rnn:[66,90,97,98,117],rnnop:[32,66,81],roi_pool:8,rotat:8,route53:111,row:86,row_conv:8,row_l2_norm:8,run:[46,92,93,102,108,112],runtim:[42,77,95],sampl:8,sampling_id:8,save:41,scale:[8,21,34],scale_shift:8,scaling_project:8,scope:[32,66,81,85],script:112,search:67,secur:111,select:[39,86],selectedrow:86,selective_fc:8,sentiment:14,separ:81,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[67,98],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_first_step:21,sequence_last_step:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,sequenti:2,server:[34,38,39,42,79,109,111,117],servic:111,session:[77,80],set:118,setup:[111,121],sextant:125,sgd:117,sgdoptim:23,shape:67,share:[29,31,58,85],should:85,shrink_memori:21,shuffl:76,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:[67,98],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:76,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[56,57,58,59,65,74,82,89],some:99,sourc:[92,94,108],spars:[39,40,41,86,119],specifi:[119,127],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:32,standard:[100,130],stanh:5,start:[29,96,109,111,112,130],startup:112,statement:45,step:[66,94],storag:83,store:34,strategi:58,structur:128,style:100,sub_nested_seq:8,sub_seq:8,subcommond:48,submit:42,suffici:76,suitabl:33,sulut:61,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:[29,43],summari:[62,130],support:[49,69,88,90],survei:[49,54,83,125],synopsi:48,system:[50,111],tabl:64,table_project:8,tanh:5,task:[34,38],tear:111,tecton:125,templat:111,tensor:[8,81,88,103],tensorarrai:[67,90],tensordesc:91,tensorflow:54,test:[59,60,61,92,100,101,102,117,119],text_conv_pool:9,theori:30,thi:85,think:52,three:90,time:108,timelin:41,timer:107,tip:107,todo:[35,36,78],togeth:85,toi:128,toler:34,tool:[33,104,107,109,125],toolchain:123,topic:88,topk:21,toward:50,train:[28,29,34,37,40,42,68,76,77,93,109,110,111,112,113,117,119,127,128,130],trainer:[28,34,39,41,42,109,111],tran:8,trans_full_matrix_project:8,transfer:130,translat:67,transpil:[58,69,78],transpos:21,tune:[107,117],ture:50,tutori:127,two:30,type:[65,92,102],uci_h:14,uniform:90,uniforminiti:20,unit:[59,60,61,100,101,102,117],unpack:67,updat:[29,40,41,104,111],usag:[31,44,66,67,76,103,105],use:[37,76,103],user:[34,127],using:99,util:7,value_print:7,vardesc:91,variabl:[31,58,75,81,85,91],vector:117,verifi:111,version:[43,49,95],vgg_16_network:9,visual:129,volum:111,vpc:111,warp_ctc:8,weightdecayregular:26,what:[37,41,99,107],when:[41,85],whl:95,why:[49,50,70,76,81,90,107],wmt14:14,word:[127,130],worker:43,workflow:100,wrapper:101,write:[100,101,102,104,130],www:104,xavieriniti:20,yaml:112,your:93,zero:21,zoo:129}})