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/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/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/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/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/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/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":126,"00186201e":4,"00m":103,"03m":103,"0424m":103,"0473v3":9,"055ee37d":107,"0630u":103,"06u":103,"0810u":103,"08823112e":4,"0957m":103,"0_cudnn5":88,"0_cudnn5_avx_mkl":[89,91],"0_cudnn7_avx_mkl":91,"0ab":8,"0rc":105,"0rc1":80,"0rc2":80,"0x10f256d50":52,"0x7ffe4de00110":52,"100gb":103,"100gi":107,"10g":42,"10m":103,"1150u":103,"11\u5b9e\u73b0\u4e86c":61,"11e6":108,"12194102e":4,"124n":103,"13m":108,"1490u":103,"15501715e":4,"1550u":103,"15mb":126,"16mb":126,"16u":103,"173m":125,"173n":103,"1770u":103,"18ad":107,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":108,"197u":103,"1gb":103,"1st":[21,123,125],"210u":103,"211839e770f7b538e2d8":9,"215n":103,"228u":103,"234m":125,"2520u":103,"252kb":126,"25639710e":4,"25k":126,"2680u":103,"27787406e":4,"279n":103,"27m":103,"285m":103,"2863m":103,"28m":103,"28x28":2,"2977m":103,"2cbf7385":107,"2nd":21,"302n":103,"30u":103,"32777140e":4,"328n":103,"32u":103,"32x32":14,"331n":103,"3320u":103,"36540484e":4,"365e":107,"36u":103,"3710m":103,"3768m":103,"387u":103,"38u":103,"3920u":103,"39u":103,"3rd":118,"4035m":103,"4090u":103,"4096mb":113,"4279m":103,"43630644e":4,"43u":103,"448a5b355b84":108,"4560u":103,"4563m":103,"45u":103,"4650u":103,"4726m":103,"473m":108,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":113,"50bd":107,"50gi":107,"51111044e":4,"514u":103,"525n":103,"526u":103,"53018653e":4,"536u":103,"5460u":103,"5470u":103,"54u":103,"5690m":103,"573u":103,"578n":103,"5798m":103,"586u":103,"58s":108,"5969m":103,"5_cudnn5_avx_mkl":91,"5_cudnn5_avx_openbla":[91,92],"6080u":103,"6140u":103,"6305m":103,"639u":103,"64m":59,"655u":103,"6780u":103,"6810u":103,"682u":103,"6970u":103,"6ce9":107,"704u":103,"70634608e":4,"7090u":103,"72296313e":4,"72u":103,"73u":103,"75u":103,"760u":103,"767u":103,"783n":103,"784u":103,"78m":103,"7eamaa":14,"7kb":108,"8250u":103,"8300u":103,"830n":103,"849m":103,"85625684e":4,"861u":103,"8661m":103,"892m":103,"901n":103,"90u":103,"918u":103,"9247m":103,"924n":103,"9261m":103,"93137714e":4,"9330m":103,"94u":103,"9530m":103,"96644767e":4,"983m":103,"988u":103,"997u":103,"99982715e":4,"99m":125,"99u":103,"9a235":118,"9f18":108,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":45,"\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":45,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":45,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":80,"\u4e00\u822c\u7531mkl":57,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":45,"\u4e0a\u4f20\u65b9\u6cd5":80,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":45,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":36,"\u4e0b\u8f7d":45,"\u4e0b\u8f7d\u5230\u672c\u5730":45,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":61,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":45,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":60,"\u4e0d\u4f7f\u7528c":60,"\u4e0d\u4f7f\u7528swig":60,"\u4e0d\u540c":57,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":60,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":60,"\u4e0d\u5728":61,"\u4e0d\u5bb9\u6613\u51fa\u9519":45,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":60,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":60,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":60,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":36,"\u4e0e":57,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":45,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":57,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":80,"\u4e0e\u53ef\u80fd\u6709\u7684":80,"\u4e0ebatch":56,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":60,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":61,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":60,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":60,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":80,"\u4e2a\u6027\u5316\u63a8\u8350":80,"\u4e2d":[56,57,60,61],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":57,"\u4e2d\u5199\u5165json\u5185\u5bb9":35,"\u4e2d\u5b8c\u5168\u4e00\u81f4":60,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":57,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":61,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":56,"\u4e2d\u5f15\u5165\u7684":56,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":57,"\u4e2d\u6839\u636e":56,"\u4e2d\u6dfb\u52a0":56,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":57,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":80,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":36,"\u4e3a":[56,57],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":57,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":45,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":61,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":57,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":56,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":57,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":45,"\u4e3b\u8981\u5305\u62ec":57,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":57,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":57,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":61,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":60,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":61,"\u4e5f\u4e0d\u751f\u6210":61,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":57,"\u4e66\u5199":60,"\u4eba\u8138\u8bc6\u522b":36,"\u4ec5\u4ec5\u4f7f\u7528":60,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":57,"\u4ece":80,"\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":56,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":35,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":61,"\u4ed6\u662f\u5c06":61,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":60,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":60,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":57,"\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":56,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":45,"\u4ee5\u53ca":56,"\u4ee5\u53canumpi":36,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":57,"\u4ee5\u793a\u533a\u5206":[56,57],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":35,"\u4f18\u5316\u524d":56,"\u4f18\u5316\u540e":56,"\u4f1a\u4ee5":[56,57],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":56,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":57,"\u4f1a\u5728":57,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":57,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":60,"\u4f1a\u5f15\u5165":57,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":57,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":57,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":56,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":60,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":57,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":57,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":36,"\u4f20\u5165":36,"\u4f46":61,"\u4f46\u4e0d\u66b4\u9732":61,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":80,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":80,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":61,"\u4f46\u662f\u5728mkl":57,"\u4f46\u662f\u5728paddlepaddle\u4e2d":57,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":57,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":57,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":60,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":57,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":36,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":60,"\u4f7f\u7528":[57,61,80],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":36,"\u4f7f\u7528\u52a8\u6001\u5e93":60,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":35,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":61,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":57,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":61,"\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":60,"\u4f7f\u7528c":61,"\u4f7f\u7528c99\u505a\u63a5\u53e3":60,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":60,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":60,"\u4f7f\u7528regress":80,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":60,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":60,"\u4f7f\u7528void":60,"\u4f8b\u5982":[36,60,61,80],"\u4f8b\u5982\u5728deepspeech2":56,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":60,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":60,"\u4f8b\u5982\u5bf9\u4e8epython":60,"\u4f8b\u5982c":60,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":60,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":60,"\u4f8b\u5982python\u7684":60,"\u4f8b\u5982rnn":56,"\u4f9d\u6b21\u7c7b\u63a8":80,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":60,"\u4fee\u590d\u6240\u6709bug\u540e":80,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":80,"\u4fee\u590dubuntu":80,"\u4fee\u6539":[57,80],"\u4fee\u6539\u6210":80,"\u505a\u53ea\u8bfb\u6302\u8f7d":36,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":80,"\u505a\u63a5\u53e3":60,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":35,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":56,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":57,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":56,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":61,"\u5171\u4eab\u5185\u5b58":57,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":56,"\u5176\u4e2d":[60,80],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":61,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":80,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":56,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":61,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":61,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":57,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[56,57],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":57,"\u5177\u4f53\u8bf7\u53c2\u8003":61,"\u5185\u90e8\u5b58\u50a8":57,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":60,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":60,"\u518d\u57fa\u4e8e":80,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":56,"\u5199\u4ee3\u7801":60,"\u5199\u5165\u5feb\u7167\u6570\u636e":35,"\u51fd\u6570":[56,57],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":36,"\u51fd\u6570\u540d\u4e3a":61,"\u51fd\u6570\u547d\u540d":60,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":57,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":35,"\u5206\u652f":80,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":80,"\u5206\u652f\u4e2d":80,"\u5206\u652f\u4e3a\u5f00\u53d1":80,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":80,"\u5206\u652f\u4e3a\u7a33\u5b9a":80,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":80,"\u5206\u652f\u5408\u5165":80,"\u5206\u652f\u5408\u5165master\u5206\u652f":80,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":80,"\u5206\u652f\u540d\u4e3a":80,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":80,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":80,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":80,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":80,"\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":61,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":35,"\u521b\u5efa":57,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":35,"\u5230":35,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":56,"\u529f\u80fd":45,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":80,"\u52a8\u6001\u5e93":60,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":61,"\u5305\u62ec":[36,56,57],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":35,"\u5305\u62ecmkl":57,"\u534f\u540c\u5b8c\u6210releas":80,"\u5355\u4e2a\u503c":36,"\u5355\u70b9\u6545\u969c":35,"\u5373":61,"\u5373\u4f7f\u7528":61,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":61,"\u5373\u4f7fc":61,"\u5373\u4f8b\u5982":61,"\u5373\u4fbfpaddl":61,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":61,"\u5373\u66b4\u9732":61,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":57,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":60,"\u539f\u6765\u7684\u65b9\u6848":57,"\u53c2\u6570":60,"\u53c2\u8003":[45,60],"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":57,"\u53cc\u5411\u9a8c\u8bc1":45,"\u53d1\u5e03\u5230dockerhub":80,"\u53d1\u5e03\u5230github":80,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":57,"\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":61,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":60,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":35,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":35,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":60,"\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":45,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":36,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":80,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":35,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":35,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":56,"\u540c\u4e00\u6b21\u524d\u5411":56,"\u540c\u65f6":[56,57],"\u540c\u65f6\u4f1a\u5f00\u542fintel":57,"\u540c\u65f6\u518d\u5c06":80,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":57,"\u540c\u65f6\u63d0\u8d77":80,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":57,"\u540d\u5b57\u4fee\u9970":60,"\u540e\u5411":56,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":56,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":35,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":80,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":60,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":35,"\u548c":[36,56,57,60,61,80],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":57,"\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":60,"\u56e0\u6b64":56,"\u56fe\u50cf\u5206\u7c7b":80,"\u5728":[56,57,61,80],"\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":80,"\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":57,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":61,"\u5728\u5bf9\u5e94\u7684":56,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":56,"\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":61,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":35,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":35,"\u5728\u6709\u666e\u901a\u7684cpu":57,"\u5728\u672c\u6587\u6863\u4e2d":45,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":36,"\u5728\u6837\u4f8b\u4e2d":61,"\u5728\u7528\u6237\u4f7f\u7528c":61,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":36,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":57,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":80,"\u5728\u8fd9\u4e2a":80,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":60,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":80,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":61,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":61,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":57,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":56,"\u5728batch":56,"\u5728c":60,"\u5728c\u7684\u5934\u6587\u4ef6":60,"\u5728packing\u4e0a\u7684\u8017\u65f6":56,"\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":56,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":61,"\u5747\u662f\u5728":61,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":45,"\u5916\u90e8\u5b58\u50a8":57,"\u591a\u4e2a\u503c":36,"\u591a\u4e2aparamet":35,"\u591a\u6b21\u8c03\u7528":56,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":60,"\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":57,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":60,"\u5982\u679c\u5728\u4f7f\u7528mkl":57,"\u5982\u679c\u5931\u8d25":80,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":57,"\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":80,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":61,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":61,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":61,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":35,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":60,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":80,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":60,"\u5982\u679cmkl":57,"\u5982\u679cparamet":35,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":57,"\u5b57\u6bb5\u8bbe\u4e3a":80,"\u5b57\u7b26\u4e32":36,"\u5b58\u50a8":36,"\u5b66\u4e60\u6210\u672c\u9ad8":60,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":57,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":36,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":57,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":57,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":61,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":45,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":57,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":57,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":36,"\u5b9a\u4e49":57,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":57,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":57,"\u5b9e\u73b0\u7b80\u5355":60,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":60,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":60,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":56,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":60,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":60,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":56,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":57,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":56,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":61,"\u5bf9\u4e8e\u6bcf\u79cdc":61,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":56,"\u5bf9\u6bd4":60,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":56,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":56,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":61,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":80,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":57,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":61,"\u5c06":80,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":35,"\u5c06\u5927\u91cf\u7684":60,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":80,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":80,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":57,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":60,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":35,"\u5e73\u5747\u6545\u969c\u7387":35,"\u5e76\u4e14\u4f1a\u5199\u597d":57,"\u5e76\u4e14\u4f7f\u7528":61,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":57,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":60,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":56,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":45,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":45,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":60,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":57,"\u5e76\u5220\u9664":80,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":35,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":35,"\u5e76\u53d1\u5e03\u5230pypi":80,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":56,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":36,"\u5e76\u5c06":80,"\u5e76\u5c06c":61,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":35,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":57,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":60,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":56,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":36,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":80,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":80,"\u5efa\u8bae":80,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":61,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":80,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":80,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":80,"\u5f00\u5934":[56,57],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":35,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":56,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":61,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":80,"\u5f53\u53ea\u505a\u63a8\u65ad":56,"\u5f53\u5f00\u542f":57,"\u5f53\u6253\u5f00":57,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":57,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":57,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":61,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":57,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":45,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":60,"\u5f97\u4f7f\u7528":60,"\u5fc5\u8981":61,"\u5fc5\u987b\u5206\u522b\u4e0e":57,"\u60c5\u611f\u5206\u6790":80,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":61,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":57,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":57,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":57,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":56,"\u6211\u4eec\u4f1a\u628amkl":57,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[56,57],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":60,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":57,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":56,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":57,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":36,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":45,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":60,"\u6211\u4eec\u8ba1\u5212\u5c06":56,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":57,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":45,"\u6211\u4eec\u9009\u62e9":36,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":56,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":36,"\u6216\u8005":[57,60,61],"\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":57,"\u6240\u4ee5":57,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":57,"\u6240\u4ee5\u5728":57,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":35,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":57,"\u6240\u4ee5\u6574\u4f53\u4e0a":57,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":57,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":45,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":57,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":61,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":57,"\u6240\u6709\u7684":56,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":61,"\u6240\u6709\u76f8\u5173\u7684":56,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":61,"\u6240\u6709mkl":57,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":60,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":57,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":61,"\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,"\u63a5\u53e3":[60,61],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":61,"\u63a5\u53e3\u662f":36,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":45,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":57,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":57,"\u63a7\u5236\u7528\u6237\u6743\u9650":36,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":45,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":45,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":45,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":36,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":45,"\u6570\u636e":45,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":60,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":45,"\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":60,"\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":45,"\u6587\u4ef6\u5185\u5bb9\u4e3a":60,"\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":45,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":80,"\u65b0\u7248\u672c":57,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":80,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":45,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":56,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":57,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":57,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":60,"\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":57,"\u65f6":[35,56,57],"\u65f6\u4e00\u8d77\u66f4\u65b0":57,"\u662f":[45,57],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":60,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":61,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":60,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":61,"\u662f\u5426\u6253\u5f00":56,"\u662f\u56e0\u4e3ac99\u652f\u6301":60,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":45,"\u662f\u6307":61,"\u662f\u7528\u6237\u4f7f\u7528c":61,"\u662fc":61,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":56,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":35,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":61,"\u6700\u540e\u5220\u9664":80,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":60,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[56,57],"\u6709\u6807\u51c6\u7684":60,"\u6709\u7684\u65f6\u5019":60,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":80,"\u672c\u6587\u6863\u63cf\u8ff0paddl":61,"\u673a\u5668\u7ffb\u8bd1":80,"\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":56,"\u6765\u5b9e\u73b0":57,"\u6765\u786e\u4fdd\u628a":60,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":60,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":36,"\u6765\u8fdb\u884c\u8ba8\u8bba":61,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":80,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":57,"\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":60,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":56,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":57,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":35,"\u6bcf\u4e00\u4e2a":80,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":36,"\u6bcf\u4e2a":57,"\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":57,"\u6bcf\u4e2adata":36,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":57,"\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":56,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":36,"\u6bcf\u969410\u5206\u949f":35,"\u6bd4\u5982":[36,57],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":57,"\u6bd4\u5982\u5c06":80,"\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":56,"\u6ce8":35,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[56,57],"\u6ce8\u610f":57,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":57,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":57,"\u6d4b\u8bd5docker\u955c\u50cf":80,"\u6d6e\u70b9\u578b\u6570\u636e":36,"\u6df1\u5165paddlepaddl":57,"\u6dfb\u52a0":56,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[56,57],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":57,"\u7136\u540e\u5728\u524d\u5411":56,"\u7136\u540e\u5728etcd\u7684":35,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":45,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":45,"\u7248\u672c\u5206\u652f":80,"\u7248\u672c\u53f7":80,"\u7248\u672c\u53f7rc":80,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":80,"\u7279\u6709\u7684\u8bbe\u5907id":57,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":56,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":60,"\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":60,"\u751f\u6210\u6587\u6863":60,"\u751f\u6210\u7684":36,"\u751f\u6210\u7ed9\u5b9a":36,"\u751f\u6210api\u6587\u6863":60,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":45,"\u7528":45,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":57,"\u7528\u4e8e\u7ba1\u7406mkl":57,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":56,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":57,"\u7528\u4e8emkl":[56,57],"\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":61,"\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":61,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":36,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":45,"\u7528\u6237\u901a\u8fc7c":61,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":56,"\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":60,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":45,"\u7531\u4e8emkl":57,"\u7531\u4e8epypi":80,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":57,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":45,"\u7684\u4e00\u4e2a\u5b50\u96c6":57,"\u7684\u4fe1\u606f":57,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":57,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":60,"\u7684\u57fa\u672c\u903b\u8f91":57,"\u7684\u5934\u6587\u4ef6":60,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":57,"\u7684\u60c5\u51b5\u4e0b":56,"\u7684\u63a5\u53e3\u6837\u5f0f":60,"\u7684\u6570\u636e\u6d41\u56fe":36,"\u7684\u65f6\u5019":57,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":57,"\u7684\u683c\u5f0f\u5b58\u50a8":57,"\u7684\u6982\u5ff5":57,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":60,"\u7684\u7ed3\u679c":56,"\u7684\u7f29\u5199":45,"\u7684\u7f51\u7edc\u6a21\u578b":56,"\u7684\u89c4\u8303":60,"\u7684\u89d2\u5ea6":36,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":36,"\u7684flag":[56,57],"\u7684vanilla":56,"\u76ee\u524d\u53ea\u8003\u8651":57,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":35,"\u76ee\u524d\u5728paddlepaddle\u4e2d":57,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":57,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":60,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":45,"\u76ee\u524d\u7684\u4f18\u5316":57,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":60,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":56,"\u76ee\u5f55\u4e0b":61,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":57,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":60,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":61,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":60,"\u76f8\u5173\u5c42":56,"\u77e9\u9635\u5927\u5c0f\u662f":56,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":60,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":60,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":35,"\u79bb\u7ebf\u6279\u5904\u7406":36,"\u7b2c\u4e00\u4e2atag\u4e3a":80,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":80,"\u7b2c\u4e8c\u4e2a\u4e3a":80,"\u7b49":[57,61],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":61,"\u7b49\u6587\u4ef6":61,"\u7c7b\u4f3c":61,"\u7c7b\u540d\u548cc":60,"\u7c7b\u578b":60,"\u7ea2\u697c\u68a6":123,"\u7ed3\u8bba":60,"\u7edf\u4e00\u7528":36,"\u7f16\u8bd1\u5668\u6ca1\u6709":60,"\u7f16\u8bd1\u578b\u8bed\u8a00":60,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":57,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":80,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":80,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":80,"\u7f16\u8bd1c":61,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":80,"\u7f16\u8bd1ubuntu\u7684deb\u5305":80,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":61,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":60,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":61,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":45,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":35,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":60,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":60,"\u800c\u5bf9\u4e8egolang":60,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":60,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":61,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":36,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":60,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":35,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":61,"\u826f\u597d\u7684\u6587\u6863":60,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":57,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":35,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":61,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":57,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":60,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":60,"\u8ba1\u5212\u5728":[56,57],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":35,"\u8ba9paddle\u6838\u5fc3\u4e2d":61,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":35,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":80,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":80,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":80,"\u8bbe\u7f6e":61,"\u8bc6\u522b\u6570\u5b57":80,"\u8bcd\u5411\u91cf":80,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":56,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":57,"\u8be6\u7ec6\u8bbe\u8ba1":45,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":80,"\u8bf4\u660e":35,"\u8bf7\u53c2\u8003":61,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":57,"\u8f6c\u6362\u5197\u4f59":56,"\u8f6c\u6362\u51fd\u6570":57,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":36,"\u8f6c\u6362\u8017\u65f6":56,"\u8f93\u5165\u68af\u5ea6":57,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":57,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":57,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":35,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":56,"\u8fd1\u671f\u76ee\u6807":57,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":80,"\u8fd8\u662f\u4ece":36,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":61,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":56,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":61,"\u8fd9\u4e09\u4e2a\u5206\u652f":80,"\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":56,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":61,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":61,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":61,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":60,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":60,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":61,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":61,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":61,"\u8fd9\u4e2a\u9009\u62e9":[56,57],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":61,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":36,"\u8fd9\u4e9b\u4f1a\u5728":[56,57],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":57,"\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\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":60,"\u8fd9\u662f\u56e0\u4e3a":60,"\u8fd9\u6837":61,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":57,"\u8fd9\u6837\u4fdd\u8bc1":80,"\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":45,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":57,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":57,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":60,"\u8fd9\u91cc":57,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":35,"\u8fdb\u4e00\u6b65\u4f18\u5316":57,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":80,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":57,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":45,"\u901a\u5e38":61,"\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":56,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":61,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":45,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":80,"\u90a3\u4e48":61,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":57,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":57,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":57,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":36,"\u90fd\u662f\u4ee5ext\u5f00\u5934":57,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":60,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":56,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":45,"\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":60,"\u91cc\u9762\u6dfb\u52a0":57,"\u91cd\u5199\u7236\u7c7blayer\u7684":57,"\u91cd\u547d\u540d\u6210":60,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":60,"\u9519\u8bef\u5904\u7406":60,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":60,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":60,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":61,"\u96c6\u6210\u5230":56,"\u96c6\u6210\u5230paddlepaddl":57,"\u9700\u8981":36,"\u9700\u8981\u4fee\u6539build":80,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":45,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":61,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":80,"\u9700\u8981\u5f15\u7528":61,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":60,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[57,80],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":57,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":61,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":80,"\u9ed8\u8ba4256k":45,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":56,"abstract":[44,48,67,79,81,97,113],"api\u4e2d\u4f7f\u7528":60,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":61,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":61,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":61,"api\u63a5\u53e3":45,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":61,"api\u65f6":61,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":61,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":61,"api\u66b4\u9732\u7684\u7c7b\u578b":61,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":61,"api\u7684\u5b9e\u4f8b":61,"api\u7684\u5b9e\u73b0\u7ec6\u8282":61,"api\u7684\u63a5\u53e3":61,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":61,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":61,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":61,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":61,"apis\u505a\u4e86\u5c01\u88c5":56,"block\u6784\u6210\u4e00\u4e2amodel":35,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":80,"boolean":[21,44,46,53,60],"break":[13,33,86,126],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":80,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":80,"byte":[13,15,45,59],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":60,"c\u6709\u6807\u51c6\u7684abi":60,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":60,"case":[8,20,21,37,44,48,61,67,70,72,73,77,94,97,98,103,107,114,121,124,126],"char":39,"class":[4,5,6,7,8,9,10,11,13,14,18,20,21,23,26,28,29,32,43,47,48,49,51,52,54,60,64,65,69,73,77,78,79,81,82,83,84,86,98,99,104,112],"compute\u51fd\u6570":56,"const":[32,37,39,47,54,55,68,70,78,81,83,84,85,86,97,98,99],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":61,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":61,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":61,"core\u6982\u5ff5":61,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":36,"deb\u5305":80,"deb\u5305\u7f16\u8bd1\u95ee\u9898":80,"default":[2,6,7,8,9,10,11,13,14,15,18,21,25,28,29,32,33,50,54,59,62,63,70,71,81,82,83,87,88,89,91,95,96,98,102,105,106,107,108,113,115,117,118,119,121,126],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":57,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":57,"dnn\u4e2d\u7684":57,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":57,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":57,"dnn\u4f1a\u7528\u5230":57,"dnn\u5171\u540c\u4f7f\u7528":57,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":57,"dnn\u5728\u53d1\u5e03":57,"dnn\u5b9e\u73b0":57,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":57,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":57,"dnn\u7684":57,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":57,"dnn\u7684\u6027\u80fd":57,"dnn\u7684\u60c5\u51b5\u4e0b":57,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":57,"dnn\u7684\u6d4b\u8bd5":57,"dnn\u7684\u73af\u5883\u4e0b":57,"dnn\u7684\u76f8\u5173\u529f\u80fd":57,"dnn\u7684\u7ed3\u679c":57,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":57,"dnn\u7684layer":57,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":57,"enum":[37,39,62,69,82,83,87],"export":[48,52,89,100,105],"final":[8,9,21,30,31,52,63,64,86,97,98],"float":[2,6,7,8,10,13,21,47,54,83,84,85,97,98,99,103,115,123,125],"function":[2,4,8,9,13,21,26,29,31,32,34,38,39,40,42,43,47,48,51,54,58,63,64,67,68,69,70,72,73,75,77,78,79,81,83,85,86,94,97,98,99,102,103,105,113,121,124,126],"golang\u53ef\u4ee5\u4f7f\u7528":60,"golang\u7684":60,"h\u5e76\u4e0d\u56f0\u96be":60,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":36,"import":[2,4,7,8,29,32,33,50,52,53,58,63,64,69,75,81,91,92,94,98,103,105,107,119,123,124,125,126],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":45,"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":[2,6,7,8,9,13,14,15,21,31,32,37,38,39,42,53,54,56,57,58,60,61,69,71,72,74,82,83,84,86,87,97,99,105,115,126],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":60,"layer\u65f6":57,"layer\u7684\u540e\u9762\u63a5\u6709cpu":57,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":80,"long":[1,8,9,13,48,103],"mkl\u5e93\u7684":56,"mklml\u4ee5\u53camkl":57,"mklml\u53ef\u4ee5\u4e0emkl":57,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":57,"mode\u4e0b\u7684\u7ed3\u679c":56,"model\u505a\u5206\u652f\u7ba1\u7406":80,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":36,"new":[2,8,13,30,31,32,33,34,37,38,39,40,41,47,48,56,58,62,64,67,71,72,73,76,77,79,83,86,92,95,96,101,107,108,121,124,126],"note\u7684\u4e66\u5199":80,"null":[52,97,113],"op\u7684\u4fe1\u606f":57,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":57,"org\u76ee\u524d\u9075\u5faa":80,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":56,"packed\u76f8\u5173\u529f\u80fd":56,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":60,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":60,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":60,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":60,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":61,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":60,"paddle\u7684c":61,"paddle\u8bad\u7ec3\u4efb\u52a1":36,"paddle\u8def\u5f84\u4e0b":61,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":60,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":61,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":60,"paddle_\u7c7b\u578b\u540d":61,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":61,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":57,"paddlepaddle\u4f7f\u7528git":80,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":80,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":36,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":80,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":80,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":80,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":57,"patch\u53f7":80,"patch\u53f7\u52a0\u4e00":80,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":45,"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":45,"pfsserver\u63d0\u4f9brest":45,"public":[14,18,32,47,49,54,78,81,83,84,86,97,98,99,105,107,108],"py\u4e2d":80,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":80,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":36,"reader\u8f93\u51fa\u7684data":36,"release\u9875\u9762":80,"resnet\u7684mkl":57,"return":[2,6,7,8,9,11,13,14,15,18,21,23,28,29,30,31,32,36,37,39,42,43,47,49,50,52,54,55,58,63,64,65,69,70,71,73,76,78,81,83,84,86,94,97,98,99,107,124,125,126],"rnn\u90e8\u5206\u4e2d":56,"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":[8,9,47,50,71,81,86,98],"static":[28,39,61,81,83,107,118,121],"super":[71,97],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":60,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":60,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":60,"swig\u76f4\u63a5\u8bfb\u53d6c":60,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":60,"switch":[32,61,76,107],"tag\u4e3a":80,"throw":107,"true":[2,6,7,8,9,10,11,13,15,20,21,28,29,31,32,37,48,53,56,65,69,70,72,80,83,86,94,97,105,107,113,115,125],"try":[33,34,37,38,39,48,52,58,72,81,89,91,95,103,118,124],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":61,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":80,"var":[31,32,49,51,53,65,69,70,71,77,81,86,100],"void":[32,37,39,44,47,49,54,58,59,60,61,69,70,82,83,84,85,97,98,99],"wheel\u5305":80,"while":[1,2,6,13,21,32,41,48,52,55,64,67,68,72,79,81,84,94,98,99,113,124,126],AGE:[107,108],AWS:[13,36,105,110,111],And:[2,7,8,10,13,14,15,21,28,30,37,41,42,44,50,52,62,66,72,81,84,94,107,115,123,125],But:[2,8,9,13,21,30,31,49,55,62,81,91,96,105,121],EOS:8,For:[1,2,7,8,9,10,13,21,28,29,31,32,38,39,40,42,43,48,49,51,54,59,62,63,64,67,68,69,70,71,72,73,76,77,78,79,82,83,84,85,87,88,89,92,94,96,97,98,99,102,103,112,113,115,117,119,121,123,125,126],Has:2,IDE:[95,118],IDs:[14,21,41,64,126],IPs:105,IRs:73,Ids:126,Into:107,Its:[2,7,8,82,94,98,107],K8s:121,NMS:8,NOT:[71,98],Not:[29,34,91,121],ONE:2,OPs:[73,75],One:[7,9,21,28,30,41,59,62,76,81,85,94,97,113,124,126],Ops:[77,79,83,98],PFS:45,PRs:100,QoS:108,Such:[54,71,86],THE:2,TLS:[29,45,107],That:[8,13,66,89,113,115],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,31,33,34,38,40,41,42,43,46,47,52,55,58,59,61,63,64,66,67,69,70,71,72,73,75,76,79,81,82,83,84,85,86,87,89,91,94,95,96,97,98,99,100,102,103,104,105,106,107,108,113,115,117,122,123,124,125,126],Their:[2,8,34],Then:[4,8,9,21,49,54,66,70,88,89,91,94,97,102,103,105,107,108,109,123],There:[7,8,14,21,28,29,32,33,34,39,41,42,46,47,48,52,62,63,64,67,68,71,73,79,81,82,84,98,103,107,117,118,124,125,126],These:[7,15,31,32,47,51,65,79,82,83,88,105,115],Use:[2,7,13,29,46,72,74,77,88,97,102,103,107,113,114,119],Used:[9,18,22,77,84],Useful:2,Uses:118,Using:[21,34,48,67,72,77,79,81,90,95,99,108],VMs:95,VPS:107,WITH:119,Will:[13,28],With:[2,8,9,48,66,69,86,124],YES:42,Yes:[57,89,95],___fc_layer_0__:107,__align__:47,__cuda_align__:47,__device__:47,__doc__:83,__file__:42,__forceinline__:47,__fp16:47,__global__:47,__gradient_machines__:28,__hadd:47,__half:47,__half_raw:47,__impl__:83,__init__:[43,50,65,71,86,97,102],__main__:[50,125],__metaclass__:98,__name__:[50,125],__param_conf__:28,__rnn_step__:94,__tmp_params__:28,__va_args__:78,__x:47,_addup_repetitive_outputs_:31,_append_backward_ops_:31,_append_backward_vars_:31,_binari:33,_create_global_var:71,_dtype:52,_error:124,_filer:58,_filter:58,_fwd:58,_fwd_pd:58,_input:58,_librari:33,_link:9,_loss:50,_op:[52,98],_output:58,_proj:8,_remove_no_grad_branch_:31,_reorder_input:58,_res2_1_branch1_bn:125,_source_language_embed:[94,123],_src_input:58,_target_language_embed:[94,123],_test:33,_update_op:43,_value_index:52,a75:47,a_op:98,aaaaa:36,aaaaaaaaaaaaa:107,abbrevi:15,abc:8,abi:117,abil:50,abl:[8,29,31,54,65,71,73,76,87,121,124],about:[4,9,15,32,33,42,46,63,72,73,81,83,84,89,91,92,98,102,103,107,112,113,117,119],abov:[2,4,7,8,21,29,31,32,33,34,38,47,48,49,51,58,63,64,65,66,67,69,71,73,76,83,86,89,90,92,95,96,98,99,102,103,107,108,117,121,124,125,126],abs:[9,20,30,50,124],abs_numerical_grad:30,absolut:[1,89,117,119],acceler:[8,35,57,66,67,89,115],accept:[2,4,6,8,13,21,29,77,117,126],access:[1,8,9,21,29,33,38,41,42,71,73,91,94,105],accessmod:107,accessor:71,accord:[1,2,7,8,15,21,30,31,39,51,64,73,75,77,86,98,105,112,113,115],accordingli:[4,7,8,97],account:[77,96,121],accrodingli:37,accumul:[34,39,43,66,67],accur:[30,41],accuraci:[7,18,43,97,126],achiev:[66,67,84,103],ack:113,acquir:48,across:[8,13,31,63],act1:52,act2:52,act:[8,9,21,22,32,52,64,71,73,76,86,92,94,104,126],act_output:83,act_typ:[52,126],action:[73,107],activ:[4,9,21,27,33,52,64,71,73,79,83,92,94,97,99,100,113,126],activi:9,actual:[2,8,37,48,50,52,58,62,67,83,84,85,99],actual_kernel_typ:85,actual_layout:58,adadelta:126,adagrad:[23,67,82,126],adagradoptim:65,adam:[23,29,39,50,126],adamax:[23,126],adamoptim:[123,126],adapt:[7,10,21,28],add:[2,8,9,13,20,21,23,26,28,30,31,32,33,37,41,43,47,49,53,55,65,67,70,71,73,75,77,79,81,84,88,95,96,97,98,99,103,104,115,119,126],add_activ:71,add_bia:71,add_depend:33,add_execut:33,add_input:[63,97],add_memori:63,add_output:63,add_scalar:[32,64,69],add_sum:71,add_test:[33,97],add_two:[32,63],add_unittest_without_exec:97,addattr:[83,98],addbia:97,addcom:[83,98],added:[2,7,8,18,21,26,28,32,47,62,66,67,75,79,96,97,98],adding:[79,96,125],addinput:[83,98],addit:[8,9,31,66,77,79,86,98,99,126],addition:63,addmemori:58,addop:[49,99],addoutput:98,addprimit:58,addprimitivedesc:58,addr:34,address:[34,39,73,76,89,103,105,106,109,113,121],addrow:97,addtolay:8,addtyp:83,adjust:31,admin:121,administr:[41,95,121],adopt:[47,50],advanc:[30,94,103,113],advantag:[30,47,48,67,72,105],adversari:[50,72],advic:103,affect:[8,32],affili:64,afford:38,afi:2,aforement:33,after:[8,9,14,15,31,32,33,38,39,41,44,46,47,58,66,68,71,73,74,75,88,89,94,96,97,98,99,102,105,106,107,108,113,115,117,118,124,125,126],again:[29,34,67,103],against:107,age:14,agg_level:8,aggreg:[43,66,107],ago:33,aid:103,alex:21,alexnet_pass1:115,alexnet_pass2:115,algo:58,algorithm:[8,10,21,31,38,58,64,67,79,85,94,123],alia:[5,6,8,21],align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,34,37,39,41,42,44,46,48,50,51,52,55,58,59,61,62,63,64,65,66,67,69,71,73,74,76,77,83,84,89,94,95,97,99,103,104,105,106,107,108,112,113,115,117,118,119,121,123,124,125,126],all_output_nam:31,alloc:[6,39,42,58,84,97,99,104,115],allow:[29,39,48,67,73,79,96,97,103,107,113,126],allow_only_one_model_on_one_gpu:[112,113,115],allreduc:66,almost:[21,95,106,123],along:[15,21],alpha:[33,79],alreadi:[21,33,34,48,58,71,73,75,81,89,103,106,107,113,119],alreali:112,also:[1,2,8,9,14,21,29,31,32,33,37,40,47,48,49,50,51,52,55,62,63,64,67,68,69,70,71,72,79,81,83,84,86,88,89,91,94,95,97,98,100,103,105,108,117,121,124,125,126],altern:[98,102],although:[31,66],altogeth:121,alwai:[4,8,9,21,28,33,59,76,82,107,113],amazon:[107,108,126],amazonaw:107,amazonec2fullaccess:107,amazonelasticfilesystemfullaccess:107,amazonroute53domainsfullaccess:107,amazonroute53fullaccess:107,amazons3fullaccess:107,amazonvpcfullaccess:107,ambigu:72,amd64:107,amd:62,amend:96,among:[21,107],amort:66,amount:[21,103],analysi:[102,103],analyz:126,ancestor:[69,71],andd:107,android:[119,120],android_abi:117,android_api:117,android_arm_neon:117,android_native_api_level:117,android_standalone_toolchain:117,android_toolchain:117,ani:[1,2,8,9,13,21,23,29,33,34,39,41,42,44,47,48,54,59,64,66,67,71,72,73,75,76,78,79,85,88,95,98,99,103,107,109,119,126],annoi:106,announc:47,anoth:[2,8,13,28,29,31,32,42,48,58,64,71,81,83,84,85,95,107,113],anroid_arm_mod:117,ans:107,answer:[48,96,107],anymor:66,anyth:[13,64,72,107],anytim:50,anywai:[102,117],apach:57,apart:21,api:[14,18,28,29,31,33,39,40,42,43,45,49,50,52,63,68,77,80,86,87,88,91,97,98,102,103,105,107,116,117,118,119,121,122,124,126],api_shar:33,api_test:33,api_trainer_config_helpers_lay:94,apiserv:107,apivers:[107,108],app:118,appar:31,appear:[48,51,84],append:[2,21,28,31,43,64,71,72,94,96,97,105],append_backward:[23,31,65,102],append_batch_s:21,append_gradient_machin:28,append_op:[55,71],append_oper:71,appl:118,appleyard:103,appli:[8,21,50,51,66,81,94,97,126],applic:[25,47,48,51,71,77,96,98,102,103,105,107,108,121],applyl1:37,appoint:98,appreci:96,approach:[8,66,67,68,73,74,75,79,117,119,121],appropri:73,approxim:[20,67],apt:[89,102],arang:21,arbitrari:[8,59,73,99],arch:117,architectur:[47,88,105,117,118,123],archiv:[14,60,61],area:50,arg:[2,7,9,25,31,52,65,83,98,112,124,125,126],arg_nam:8,argu:70,argument:[2,4,8,13,15,25,31,32,37,38,65,68,70,71,76,88,94,96,97,113,114,123,124,125],argv:125,arithmet:47,arm64:[117,118],arm64_standalone_toolchain:117,arm:[47,117,118,119],arm_standalone_toolchain:117,armeabi:117,armv7:[47,118],armv8:47,arn:107,around:[2,8,41,71,107,121],arrai:[4,6,8,13,15,21,28,39,51,64,69,71,72,77,86,98,125],arrang:86,arrow:50,articl:[48,51,95,105,108,119],artifact:[91,107],artifici:[20,124],arxiv:[9,20,50,124],as_row_vector:8,as_step_input:32,asgd:67,ask:[31,34,41,95],assign:[7,8,31,38,47,66,74,99,105,107,113,121],associ:[68,78,99],assum:[7,8,32,58,73,89,94,115,123],assumpt:73,assur:1,astyp:[72,98,124],asyc:34,async:[34,112],async_count:113,async_lagged_grad_discard_ratio:113,async_lagged_ratio_default:[112,113],async_lagged_ratio_min:[112,113],asynchron:[34,66,105,113],atom:74,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,32,52,55,58,69,70,71,83,94,98],attr_map:83,attrdesc:69,attribu:58,attribut:[2,8,9,21,27,31,32,55,69,75,77,81,83,86,97,98,123],attributemap:98,attrproto:83,attrtyp:[69,83,98],attrvalu:83,auc:[43,112],aucvalidationlay:113,authent:107,author:[45,107,125],auto:[32,37,58,60,70,74,77,81,85,86,88,96,97,98,99,103],autom:[105,107],automat:[8,29,31,39,49,65,73,75,77,83,88,94,96,97,98,102,106,107,112,113,118],avail:[34,39,47,48,75,76,91,107,121],averag:[7,8,11,21,28,38,113,125,126],average_test_period:[112,113],avg:[103,126],avg_cost:104,avg_x:21,avgcost:126,avgpool:[8,126],avoid:[30,32,34,55,58,66,67,68,73,88,103],avx2:88,avx:[88,89],awai:48,await:108,awar:[29,43,63,71,95,102,107,117],awk:109,aws:45,aws_account_id:107,awsaccountid:107,awskeymanagementservicepowerus:107,axes:21,axi:[8,21],axis:8,aync:75,b2t:123,b363:108,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:108,ba5f:107,back:[2,8,21,28,31,34,47,50,67,73,89,98],background:[7,8,79,105],background_id:[7,8],backpropag:[30,31],backward:[5,8,9,26,30,32,37,39,50,56,57,65,67,68,70,78,79,94,97,104,113,115],backward_first:94,backward_op:30,backwardactiv:97,bag:126,baidu:[48,108,123],baik:123,bake:73,balanc:[66,75,107,113,124],bandwidth:[47,66],bare:[108,121],barrier:[105,113],barrierstatset:103,basci:52,base:[7,8,11,13,14,18,20,21,23,26,29,38,43,47,48,54,58,62,65,66,67,73,77,78,79,84,86,94,95,97,98,102,103,104,107,113,117,118,123,124,126],baseactiv:9,baseev:28,basematrix:97,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[88,89,95,105,107,108],basic:[2,8,28,52,58,69,73,77,78,86,97,126],batch:[2,8,9,13,15,18,21,28,29,32,34,36,37,43,44,48,50,53,62,63,64,66,67,86,96,97,107,108,113,124,125,126],batch_0:125,batch_id:[28,50],batch_im:50,batch_images_from_tar:15,batch_label:50,batch_norm:50,batch_norm_lay:9,batch_norm_typ:8,batch_read:[36,72],batch_siz:[2,13,50,56,64,123,124,126],batch_szi:50,batch_z:50,batchnorm:[21,50],batchsiz:[8,97],bazel:33,bbbbb:36,bbox:7,bcd:8,bcebo:14,bcm2708:119,bdist_wheel:80,beacus:52,beam:[8,94,113],beam_gen:[8,94],beam_search:[28,64,94],beam_siz:[8,64,94,112,113,115],becaus:[4,7,8,14,29,32,33,34,39,47,64,68,71,72,79,81,82,85,86,87,94,95,97,99,102,107,115,117,126],becom:[74,75,81,84,103],been:[2,8,9,21,31,33,38,48,95,96,126],befor:[4,8,9,31,34,41,46,51,62,67,68,72,79,88,89,96,98,102,107,117,118,121],begin:[4,7,8,18,31,37,39,43,46,51,64,66,97,105],beginiter:[28,29],beginn:94,beginpass:[28,29],begintrain:29,behavior:103,behind:[48,86],being:[31,41,48,70,72,99,102,124],belong:[7,8,73,81],below:[2,32,34,39,47,48,59,68,72,73,75,79,86,87,88,91,94,97,103,105,107,117,118,124,126],benchmark:59,benefit:[9,41,42,64],bengio:20,besid:[1,8,14,62,66,73,91],best:[33,58,89,95,113,126],besteffort:108,beta1:[10,23],beta2:[10,23],beta:[50,125],better:[9,33,48,58,64,85,107,118,121,124],between:[7,8,15,21,28,31,33,34,39,47,48,58,61,66,68,73,75,76,78,81,89,98,99,107,124,126],bgr:[15,125],bi_gru:9,bi_lstm:9,bia:[8,9,21,64,71,94,97,125],bias:[8,21,97],bias_attr:[8,9,21,71,94],bias_initi:21,bias_param_attr:9,biases_:97,biasparameter_:97,biassiz:97,bidi:108,bidirect:[8,9,94],big:[75,103,121],bigger:34,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:103,bin:[89,105,107,108],binari:[2,7,8,13,21,33,42,47,50,59,73,88,90,91,95,102,103,107,123,126],bind:[47,49,81,84],bit:[47,48,126],bitcod:118,bla:[89,118],black:[50,118],blank:[8,107,118],block:[8,31,35,37,39,43,44,48,54,62,63,65,73,74,75,84,97,98,99,103,113,125],block_i:8,block_id:44,block_x:8,blockdesc:[32,51,71,77],blockdescbind:54,blockingcount:74,blueprint:64,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,77,94,100,104,122],bool:[2,6,7,8,9,10,11,13,15,21,28,32,47,53,55,56,57,58,70,71,82,83,86,87,97,113,115,126],boost:[62,84],boot:[8,94,121],boot_bia:8,boot_bias_active_typ:8,boot_lay:94,boot_stat:86,boot_with_const_id:8,bootstrapp:121,borrow:[50,86],bos_id:[8,94],both:[5,6,8,9,15,21,29,32,33,34,41,47,48,50,54,62,64,66,70,73,75,82,84,94,97,98,99,100,103,105,107,118,124,125,126],bottl:66,bottleneck:[103,125],bottom:28,bound:8,boundari:73,boundri:7,bow:126,box:[8,50,103],brace:[32,51],brain:41,branch:[8,21,29,32,33,48,53,69,73,80,91,96,98,100],breadth:113,break_if:86,brief:[33,39,47,84,99],briefli:103,bring:[48,99],broadcast:[21,34,66,77,121],broken:96,browser:[89,100,102,107],bsd:[66,95],bucket_nam:107,buddy_alloc:96,buf:37,buf_siz:13,buffer:[2,13,37,58,59,67,72,81,104,113],buffer_s:13,buffered_read:72,bufsiz:13,bug:[96,107],build:[8,14,33,42,51,52,57,67,73,79,80,83,89,91,92,96,98,102,105,107,110,111,113,118,120,123,125,126],build_android:117,build_dict:14,build_model:50,builder:96,built:[33,47,48,62,66,73,83,86,88,91,95,102,117,119,121,124],bunch:[59,103,105,126],button:[96,100,107],c11:60,c703c041:96,c99:61,c99e:107,cach:[47,73,88,126],cache_pass_in_mem:[2,126],cachetyp:[2,126],cacul:[9,43,105],caff:[32,48],caffe2:[32,48],calc_batch_s:2,calcul:[2,7,8,9,18,21,30,31,34,39,43,47,74,89,94,97,103,105,113,115,124],call:[2,7,8,9,13,21,28,29,30,31,32,37,38,39,40,42,48,50,51,63,64,65,71,73,77,78,81,83,84,86,92,94,95,97,98,99,102,103,105,107,113,125,126],callabl:[2,6,8,13,14],callback:97,caller:[30,102,107],can:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,34,37,38,41,42,44,47,48,49,50,51,52,54,55,58,62,63,64,65,66,67,69,70,71,72,73,75,76,77,78,79,83,84,85,86,88,89,90,91,92,94,95,96,97,98,99,100,102,103,105,106,107,108,109,112,113,115,117,118,119,121,123,124,125,126],can_over_batch_s:2,cancel:41,candid:[8,64],candidate_activ:21,cannot:[76,77,81,86,97,98],cantain:52,capabl:[47,68,77],capac:[79,107],capi:[60,88],capi_prvi:61,caption:64,captur:[8,106],card:[66,105],care:[9,42,72,84,89,112,113,121],carefulli:[113,125],caret:28,carpedm20:50,carri:21,cast:[47,85],cast_to_op_attr:83,cat:[13,15,89,109,125],categori:[8,14,34,126],categorig:14,categoryfil:108,caus:[34,46,91,98],caution:[107,108],cbla:56,cc_:33,cc_binari:33,cc_test:33,cclient:40,cde:8,cdn:14,cduadevicecontext:[62,84],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:[88,91,92,121],central:79,ceph:[13,36,108],cephf:[36,42,45],certain:[1,21,55,62,65,81,84,112],certif:[29,45,107],cffi:60,cfg:108,cgo:60,chain:[13,31,51,97],challeng:[8,34,48,53,84],chanc:[29,47,97,126],chang:[8,14,33,38,42,48,58,68,69,72,78,81,88,94,96,97,98,99,103,105,107,113,117,126],changes:58,channel:[8,9,15,21,103,125],channel_shar:8,channl:125,chapter:[63,64],chapter_data:63,chapter_out:63,charact:126,characterist:115,check:[2,13,31,32,33,58,70,77,88,91,96,98,100,105,107,113,115],check_align:13,check_attr:83,check_eq:97,check_fail_continu:2,check_grad:[30,98],check_l:97,check_output:98,check_sparse_distribution_batch:[112,113],check_sparse_distribution_in_pserv:[112,113],check_sparse_distribution_ratio:[112,113],check_sparse_distribution_unbalance_degre:[112,113],check_styl:96,checker:77,checkgrad:113,checkgrad_ep:113,checkmark:121,checkout:96,checkpoint:[70,75],checksum:45,child:32,china:89,chines:100,chip:48,chmod:107,choic:[33,48,89],choos:[55,88,89,90,95,113,117,126],chosen:[1,50,62],chunk:[38,45,124],chunk_schem:7,chunktyp:7,chw:15,cifar:124,circl:51,circumst:84,claim:107,claimnam:107,clang:[47,60,96,117],clarifi:7,clariti:64,classdim:21,classfic:125,classic:8,classif:[2,4,8,20,51,115,125,126],classifi:[8,50,124,125,126],classification_cost:[73,126],classification_error_evalu:[7,124,126],classification_evalu:7,claster:107,clean:[4,32,33,44,68,77,88,95,96],clear:[7,33,64,68,81,119],clearer:[68,71],clearli:[81,85],cli:107,click:[91,96,100,102,103,107],client:[37,40,77],clip:[6,9,113,126],clock:8,clone:[8,88,95,96,100,102,117,119],close:[2,72,76,96],cloud:[33,34,42,45,46,76,77,121],cloud_read:13,cls:126,cludform:107,cluster:[13,28,29,32,34,39,73,76,108,112,113,126],cluster_test_fil:105,cluster_train:106,cluster_train_fil:105,cluster_train_v2:[106,109],cm469:107,cmake:[61,88,95,96,97,98,100,102,103,117,118],cmake_build_typ:[102,117,118,119],cmake_c:118,cmake_install_prefix:117,cmake_system_nam:[117,118,119],cmakelist:[33,56,57,97],cmatrix:[60,61],cmd:108,cname:107,cnn:[8,21,108,125,126],coars:49,code:[2,4,8,13,29,31,33,41,44,47,48,49,50,51,55,59,62,65,67,68,70,72,73,75,77,78,79,83,86,88,89,91,92,94,95,97,98,99,100,101,103,105,107,108,124,126],codebas:[77,96],coeff:8,collabor:34,collect:[8,14,28],collectbia:97,color:[15,125],colour:14,column:[7,8,21,51,72,76,97,102,123],column_evalu:7,com:[8,9,14,33,50,88,95,96,100,102,104,107,108,117,119,121,125],combin:[7,8,9,13,23,28,65,77,81,124],come:[43,69,73,86],comma:[25,28,39,113,123],command:[1,4,13,25,33,37,42,46,88,89,91,92,95,96,97,98,100,101,102,103,106,107,108,109,110,111,117,118,119,123,124,125],commandlin:103,commenc:126,comment:[21,33,52,83,96,98,126],commit:[33,96],common:[15,20,23,26,36,79,84,94,97,112],commonli:[46,79,94,102,103,115,119],commun:[34,39,40,66,73,75,96,97,105,107],compani:48,compar:[30,33,77,95,97,98,124,126],comparison:[33,48],compat:[2,47,49,66],competit:124,compil:[8,33,52,54,62,66,73,78,82,83,87,95,97,100,105,120],complaint:33,complet:[4,8,9,14,21,23,28,31,32,34,38,39,45,51,59,62,77,90,97,98,99,102,107,108,121,126],complex:[1,2,9,41,64,77,94,103,126],complic:[8,49,72,73,85,86],compon:[52,73,86,97],compos:[13,29,49,52,63,71,77,124],composenotalign:13,composit:49,compress:38,compris:31,compromis:95,comput:[8,9,21,25,29,30,34,44,47,48,52,59,62,65,66,67,73,75,76,78,81,84,85,87,89,94,95,96,97,98,102,103,104,105,107,115,117,118,119,126],computation:[8,94],computationgraph:52,con:66,concat:[50,94],concaten:[8,9,21,50,63,86],concentr:77,concept:[2,7,29,48,49,50,52,58,63,64,67,68,69,76,81,86,87,94],conceptu:[44,48,50,52],concern:[29,43,118],concis:[50,86],conckerneltrac:25,conclud:98,concret:[77,84,98],concurr:[34,41,48,75,105],concurrentremoteparameterupdat:113,cond:[21,32,48,53,69],condit:[8,21,38,48,53,58,73,94,108],condtion:50,conduct:103,conf:[4,8,106,123,124,125],conf_paddle_gradient_num:107,conf_paddle_n:107,conf_paddle_port:107,conf_paddle_ports_num:107,conf_paddle_ports_num_spars:107,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,25,36,46,64,97,107,108,112,113,121,123,124,125,126],config_:[37,113],config_arg:[112,113,115,125,126],config_bas:[7,8,28],config_lay:97,config_len:39,config_pars:[4,56,57,97],config_proto:39,configur:[0,1,2,4,8,21,28,31,37,39,41,42,48,52,55,71,75,84,85,92,93,95,96,97,98,99,103,105,113,117,119,121,123,125],confirm:46,conflict:[81,96],confus:[15,50,55],congest:113,conll:14,connect:[1,9,21,42,73,75,97,105,107,108,121,124,125,126],connectionist:8,consequ:[8,9],consid:[7,8,20,31,70,84,95,103,115,121],consider:[2,8,9,62],consist:[7,8,14,15,21,38,59,69,72,77,78,83,98,125,126],consol:[103,107],consolid:[32,100],constant:[8,20,21,52,54,55,62,76,97,98],constantiniti:21,constraint:[73,81],construct:[2,4,7,21,29,44,52,63,71,77,81,83,87,94],constructbackwardgraph:51,constructoptimizationgraph:51,constructor:[21,47,71,77,81,83,97,98],consum:[34,102],contact:41,contain:[2,7,8,9,11,13,14,15,21,28,29,31,32,38,44,50,52,58,59,62,68,71,76,77,78,81,82,83,86,87,90,91,94,95,98,105,107,109,118,125,126],container:105,containerport:107,content:[39,46,59,64,100,108],content_dir:100,content_len:39,context:[8,9,14,58,81,82,84,94,98,99,104,123,126],context_attr:9,context_len:[8,9,126],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,126],contin:107,continu:[2,7,31,34,59,105,113,117],contrast:8,contrib:79,contribut:[79,95,101],contributor:77,control:[6,32,76,107,108,113,121],conv2d:50,conv:[9,50,58,85],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_fwd:58,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:[29,31,52,65,83],convent:[31,39,96,98],converg:[106,124],convers:[47,48,73],convert:[2,4,14,21,36,47,48,58,72,74,78,123,125,126],convlay:8,convlution2d:21,convolut:[8,9,13,21,22,50,62,71,84,124,125],convolution2d:21,convolution_algorithm_opt:58,convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,96],coordin:[34,39],copi:[28,29,38,41,46,51,63,64,66,67,86,88,96,105,107,109,124],copy_shared_paramet:124,copytonumpymat:124,core:[2,6,18,21,31,52,55,61,67,68,86,95,104,113],coreo:[107,121],corespond:21,corner:77,corpu:14,correct:[2,8,21,30,31,47,66,97,98,107],correctli:[7,13,31,47,50,97,124],corresond:47,correspend:21,correspoind:29,correspond:[2,4,8,21,26,29,31,32,33,47,52,53,58,62,63,64,71,76,77,78,79,83,84,97,98,99,102,118],correspondingli:118,corss_entropi:29,cortex:47,cos:[8,83],cosin:[8,21,83],cosineop:83,cosineopproto:83,cosineopprotomak:83,cost:[4,21,28,29,31,51,65,66,69,70,73,76,85,104,113,124,126],cost_id:8,cost_np:70,cost_val:73,could:[2,4,8,13,28,29,30,38,47,48,63,65,67,68,69,71,72,73,74,75,78,95,102,103,106,107,117,126],count:[7,34,42,43,70,72,103,105,108,113,115,123],counter:[25,34,38,51,74],cours:[7,42,62,95],covari:8,cover:[48,99],cp27:91,cp27m:91,cp27mu:91,cpickl:125,cpp:[30,37,49,56,57,60,61,68,75,77,87,97,103,126],cprofil:102,cprofilev:102,cpu:[1,2,6,8,30,42,47,55,62,67,68,73,76,77,79,80,84,85,88,89,95,98,99,102,103,104,108,113,124],cpu_avx_mkl:[89,91],cpu_avx_openbla:[91,92],cpu_kernel:55,cpu_per_p:76,cpu_per_train:76,cpudevicecontext:[62,84,98],cpuengin:57,cpuinfo:89,cpuplac:[55,58,62,84,98,99,104],cpusparsematrix:61,crash:[34,103,106,113],creat:[4,6,8,13,18,21,28,29,30,32,34,39,43,44,45,46,47,48,49,50,51,58,62,63,65,66,67,68,71,74,78,79,89,92,95,96,97,98,100,105,109,113,117,121,123,124],create_backward_pass:65,create_bias_paramet:97,create_block:71,create_cloud_job:76,create_doc_str:83,create_input_paramet:97,create_local_scop:44,create_oper:49,create_optimization_pass:[23,65],create_paramet:71,create_python_ops_creatation_funct:83,create_rnn:32,create_rnn_op:63,create_st:18,create_tmp_var:71,create_tmp_vari:71,create_var:71,create_whileloop:86,createargu:124,createfromconfigproto:[4,124],creategradientoper:78,creatememori:58,createop:83,createoper:32,createprimitivedesc:58,createstack:107,createvari:32,creation:[49,107],creationd:107,creator:[13,14,36,77,78],creator_:78,credenti:46,credit:124,crf:[84,85],critic:[50,102],crlf:96,crop:[15,84,125],crop_grad:84,crop_siz:[15,125],crope:15,cropgradkernel:84,cropkernel:84,cross:[8,21,71,98,126],cross_compil:119,cross_entropi:[8,29,50,76,85,124],cross_entropy_with_selfnorm:8,crt:45,csc:97,csr:97,csv:25,ctc:7,ctc_evalu:7,ctest:[88,95,98],ctor:71,ctrl:[95,106],ctx:[58,98,99],cubla:62,cublas_handle_:84,cublashandle_t:84,cuda7:[91,92],cuda8:[88,89,91],cuda:[25,33,48,62,77,84,89,91,95,98,103,105,113],cuda_dir:[112,113],cuda_fp16:47,cuda_profil:25,cuda_so:89,cudaconfigurecal:103,cudadevicecontext:[62,84,98],cudadevicegetattribut:103,cudaeventcr:103,cudaeventcreatewithflag:103,cudafre:103,cudagetdevic:103,cudagetdevicecount:103,cudagetdeviceproperti:103,cudagetlasterror:103,cudahostalloc:103,cudalaunch:103,cudamalloc:103,cudamemcpi:103,cudaplac:[62,84,85],cudaprofilerstart:103,cudaprofilerstop:103,cudaruntimegetvers:103,cudasetdevic:103,cudasetupargu:103,cudastream_t:84,cudastreamcr:103,cudastreamcreatewithflag:103,cudastreamsynchron:103,cudeviceget:103,cudevicegetattribut:103,cudevicegetcount:103,cudevicegetnam:103,cudevicetotalmem:103,cudnn:[8,11,33,55,58,62,84,113],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[112,113],cudnn_convt:8,cudnn_dir:[112,113],cudnn_handle_:84,cudnn_kernel:55,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:84,cudnnhandle_t:84,cudnnv5:88,cudrivergetvers:103,cuinit:103,cumtim:102,cumul:8,cur_mem:64,curl:107,curli:[32,51],current:[2,8,21,31,32,33,34,37,39,43,48,55,62,63,64,67,68,71,75,76,81,85,86,89,91,94,95,97,100,106,107,113,118,122,126],current_block:[69,71],current_oper:69,current_word:94,currentcost:126,currentev:126,curv:29,custom:[1,2,23,29,42,47,50,64,67,77,97,107],custom_batch_read:72,cut:[13,75,86],cut_lin:13,cutoff:14,cv2:15,cxx:118,cxx_compil:[117,118,119],cxx_flag:118,cxxabi_1:91,cycl:34,cyclic:8,cython:60,d3e0:107,d_b0:50,d_b1:50,d_b2:50,d_block:50,d_f:50,d_g:50,d_h0:50,d_h0_bn:50,d_h0_relu:50,d_h1:50,d_h1_bn:50,d_h1_relu:50,d_h2:50,d_loss:50,d_loss_fak:50,d_loss_real:50,d_optim:50,d_step:50,d_t:50,d_w0:50,d_w1:50,d_w2:50,daili:96,dalla:2,dandroid_abi:117,dandroid_arm_mod:117,dandroid_arm_neon:117,dandroid_standalone_toolchain:117,danger:2,dangl:95,darwin:107,dash:50,dat:36,data:[0,1,2,4,7,14,15,18,28,29,30,32,36,37,38,43,45,47,48,50,51,52,54,55,58,59,62,63,64,65,66,67,68,69,71,75,76,77,79,81,82,83,84,85,86,87,92,94,97,98,99,103,104,105,109,110,112,113,115,125],data_batch_gen:124,data_dir:123,data_fil:15,data_i:50,data_initialz:126,data_lay:[2,37,124,126],data_layout:21,data_read:[13,72],data_reader_creator_random_imag:72,data_shar:86,data_sourc:124,data_typ:[13,14,59,82,85,87,92,94],data_type_:[55,62,85],data_x:50,databas:14,datacent:[36,46],datacenter1:36,datacenter2:36,datacenter_1:36,datacenter_2:36,datacenter_nam:36,datadim:8,datafeed:[16,104],dataflow:52,dataprovid:1,dataprovider_bow:126,dataprovider_emb:126,dataproviderconvert:4,datasci:8,dataset:[0,2,21,36,42,67,72,92,94,102,113,123,125,126],dataset_nam:15,datatransformationfn:85,datatyp:[14,18,21,55,58,82,85,87],date:105,dcgan:[50,124],dcmake_install_prefix:[117,118,119],dcmake_system_nam:[117,118,119],dcuda_arch_nam:88,dcudnn_root:88,ddim:[62,84,99],dead:34,deal:[31,121,124],debug:[2,30,31,46,48,73,89,96,102],debug_str:52,decai:[10,23,26],decar:13,decayr:37,decent:38,decid:[29,41,50,59,67,78,79,82,122],declar:[21,32,50,63],decod:[8,9,94],decoder_boot:94,decoder_dim:64,decoder_group_nam:94,decoder_input:[64,94],decoder_mem:[64,94],decoder_prev:9,decoder_s:94,decoder_st:[9,94],deconv:[8,50],deconvolut:[8,21],decor:[2,13,97],decrement:74,decrementcount:74,decrypt:107,deduc:77,deep:[8,20,21,31,41,44,50,51,57,77,79,84,89,103,118,124,125,126],deeper:[89,125],deepspeech2:56,def:[2,8,13,29,30,31,36,42,43,49,50,52,55,63,64,65,71,72,83,86,94,97,98,124,125,126],def_block:50,defalut:[113,115],default_block:50,default_devic:115,default_main_program:[18,104],default_param_attr:71,default_st:86,default_startup_program:[18,104],default_valu:115,defaultinfervartyp:54,defect:68,defer:41,defferenct:2,defin:[1,2,8,9,13,20,23,26,28,29,31,32,33,34,41,47,48,49,50,52,55,62,63,66,69,71,72,74,75,77,81,83,84,86,94,97,99,102,104,105,106,113,123,124],define_py_data_sources2:[2,125,126],definit:[2,32,34,38,44,55,69,73,78,83,86,89,98,102,104,123,126],definiton:49,degener:21,degre:8,delai:[67,84,99,113],delar:126,delet:[42,45,96,122],deletestack:107,delimit:7,deliv:121,delta:[8,30],delv:[8,20],demand:[34,84],demo:[8,14,77,106,108,110,123,124,125,126],demolish:108,demonstr:[94,99,124],denot:[98,115,126],dens:[2,8,13,39,40,82,97,107,126],dense_arrai:13,dense_vector:[2,4,13,92],dense_vector_sequ:13,dep:33,depend:[32,33,34,42,52,66,70,73,75,82,89,95,98,105,115,117,118,119,121],dependent_var:70,deploi:[8,106,115,121],deploy:[52,59,77,105,106,107,118,121],deprec:8,depth:[32,48],dequeu:75,deriv:[5,29,53,65,117],desc:[32,58,59,71,83,86],desc_:32,descend:[21,86],descent:[8,34,67,105],descproto:59,describ:[29,31,32,33,38,44,55,58,59,63,64,68,69,71,77,82,83,85,87,97,98,99,107,108,124,126],describestack:107,describestackev:107,describestackresourc:107,descripotor:58,descript:[4,7,32,33,54,57,59,62,78,82,85,87,88,91,96,98,105,107,114],descriptor:[58,85],deseri:[28,59,68],deserializ:77,desgin:51,design:[2,8,13,20,31,37,55,60,67,79,98,121],desir:[13,34,67,107,108,123],destin:[39,46],destroi:[32,44],destruct:81,destructor:97,det_output:7,detail:[2,4,6,7,8,9,10,21,30,31,38,42,46,48,50,52,58,59,62,63,71,73,76,79,81,84,86,87,88,92,94,95,97,98,99,100,102,103,106,107,108,114,115,119,121,123,124,125,126],detect:[54,88,96,117],detection_evalu:7,detection_output:7,determin:[2,8,13,21,32,62,77,97,124],dev:[77,89,95,102,117,121],dev_ctx:[32,58],develop:[31,33,48,54,68,71,78,80,89,91,96,99,100,102,104,105,112,113,118,119],deverlop:113,deviat:[6,20],devic:[6,43,47,52,57,58,62,66,68,73,76,77,85,89,98,99,104,113,118],device_context:[58,98],devicecontext:[32,62,98],deviceid:[57,115],deviceid_:57,deviceplac:84,devid:[8,113],devtools2:88,dhcp:121,diagnos:106,diagram:[63,105,125],diamond:50,dic:15,dict:[2,7,14,28,31,71,76,105,109,126],dict_fil:[7,126],dict_siz:[14,21,37,64],dictionai:126,dictionari:[2,7,8,14,28,29,30,71,76,115,125,126],did:[2,68,89],diff_mat:30,differ:[2,7,8,21,28,31,32,33,34,39,41,43,44,47,48,50,52,53,58,62,64,66,67,70,73,74,75,76,78,81,85,86,89,94,97,98,99,102,106,107,108,113,118,123,125,126],differenti:[49,98],difficult:[7,30,48,95],difficulti:20,dig:[89,103,107],digit:[2,8,105],digraph:52,dilat:[8,21,58],dilation_h:21,dilation_i:8,dilation_w:21,dim0:98,dim1:98,dim:[8,13,21,37,58,59,63,77,82,84,87,97,98,99,123,125,126],dim_:[84,99],dimens:[5,8,9,11,13,21,50,77,82,84,86,97,98,99,115,123,126],dimension:[2,8,21,94,97,99,124,126],dimenst:123,dimes:8,dios_arch:118,dios_enable_bitcod:118,dios_platform:118,dios_use_veclib_for_bla:118,dir:[117,125,126],direct:[8,9,15,48,67,102,125],directli:[1,2,9,20,23,26,33,40,42,47,55,68,73,83,86,90,106,108],director:98,directori:[1,8,33,36,41,45,46,84,88,89,95,99,100,103,105,106,108,109,113,117,118,119,122,125,126],diretcoti:125,dis_conf:124,dis_train:124,dis_training_machin:124,disabl:2,disadvantag:[67,71],discard:[13,34,38,64,113],discount:8,discov:34,discoveri:107,discrep:103,discret:8,discrim:50,discrimin:124,discriminator_train:124,discuss:[29,32,38,39,40,58,73],disk:[59,95,108],dispatch:[68,73,105,106,113],displai:[42,46,96],dist:[80,88],dist_train:[29,42],distanc:[7,8],distibut:123,distinguish:[33,106,124],distribut:[8,20,32,38,39,40,41,43,48,66,75,76,77,87,91,101,106,108,110,111,121,124,126],distribute_test:[112,113],distributedli:97,disucss:29,div:21,divid:[8,10,31,43,83,87,102,112],diy_beam_search_prob_so:[112,113],django:100,dnn:[58,88],dns:107,do_forward_backward:72,doc:[4,13,52,63,86,98,99,100,105],doc_cn:100,dockefil:95,docker:[80,88,90,96,100,105,107,110,111,121],docker_build:29,docker_clust:[106,109],docker_push:29,dockerfil:[95,117,119],dockerhub:89,document:[2,4,8,9,30,45,48,51,63,64,73,77,88,95,96,98,99,101,105,115,118,126],documentari:2,doe:[2,4,9,34,38,39,41,42,44,47,52,63,68,71,73,75,77,78,79,91,95,97,98,99,103,104,126],doesn:[6,8,13,29,32,72,76,89,95,96,102,103,108,117,118],dog:125,doing:[37,41,51,73,103],domain:107,don:[9,29,33,49,51,72,88,89,95,96,98,100,107],done:[7,8,9,31,33,34,38,39,54,59,67,73,74,78,79,96,102,103,107,124],dot:[8,9,98,113,125],dot_period:[113,115,124],dotmuloper:8,dotmulproject:8,doubl:[2,21,47,51,73,85,88,98,113],down:[103,126],download:[14,33,34,37,41,45,88,89,91,105,118,121,124,126],dozen:33,draw:64,drive:81,driver:[89,105],drop:[2,8,9,21,64],drop_rat:6,dropout:[6,9,97,126],dropout_prob:21,dropout_r:8,drpi_arm_neon:119,drpi_toolchain:119,drwxr:108,dst:[39,58],dst_primitive_desc:58,dtoh:103,dtype:[4,18,21,52,71,104,125],due:[38,41,50,64,71,102],dummi:[28,38],dump:59,duplic:[21,75],durat:[38,103],dure:[1,2,8,9,21,26,31,32,34,38,41,42,43,48,66,67,77,97,98,107,112,113,121,126],durn:2,duse_eigen_for_bla:117,dwith_c_api:[61,117,118,119],dwith_gpu:[88,119],dwith_profil:103,dwith_python:[61,119],dwith_swig_pi:[61,117,118,119],dwith_test:[88,98,118],dwith_tim:103,dynam:[1,2,39,61,63,72,88,103,113],dynamic_cast:97,dynamic_recurrent_op:86,e2e:121,each:[1,2,4,7,8,9,11,13,14,18,21,28,30,31,33,34,37,38,39,41,42,43,44,48,51,54,58,62,63,64,66,68,70,71,72,73,75,77,78,81,82,83,84,85,86,94,97,102,105,106,107,113,115,121,123,125,126],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:48,earli:[47,96,98],eas:[13,54,98,125],easi:[30,31,64,67,72,77,79,96,97,106,126],easier:[29,47,48,72,75,86,95,96,97],easili:[29,50,66,72,78,81,84],echo:89,edg:[15,76],edit:[7,89,95,107],editor:[71,95],edu:[14,107,108],eeoi3ezpr86c:107,effect:[2,8,28,88,107,113,118],effici:[1,2,8,59,72,73,84,94,95,97],effort:73,efg:8,efs:107,efs_dns_nam:107,efsvol:107,eigen:[47,62,67,77,79,84,98,117,118],eigen_device_:84,eigen_test:99,eigen_use_gpu:98,eigenmatrix:99,eigenscalar:99,eigentensor:99,eigenvector:99,either:[8,9,13,21,28,29,50,53,54,63,67,73,79,90,103,118,126],elb:107,elbapis:107,elec:126,electron:[108,126],elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,21,28,30,38,52,64,75,76,77,98,99,126],element_typ:39,elementari:77,elementwis:21,elif:[29,83],els:[29,37,42,48,50,53,54,55,73,75,81,83,88,89,95,97,98,125,126],emac:95,email:96,emailweixu:33,emb1:37,emb2:37,emb:[108,126],embed:[29,32,37,54,64,75,82,86,94,105],embedding_lay:[37,126],embedding_nam:[8,94],embedding_s:[8,94],emphas:103,empir:8,emplace_back:97,emploi:[31,83,94],empti:[7,13,31,34,64,98],emul:47,enabl:[2,6,8,32,33,38,52,75,95,96,103,105,107,113,118],enable_grad_shar:[112,113],enable_parallel_vector:113,enableonstart:25,enc_proj:[9,94],enc_seq:9,enc_vec:94,encapsul:[39,76],encod:[9,38,64,94],encoded_proj:[9,94],encoded_sequ:[9,94],encoded_vector:94,encoder_ctx:64,encoder_ctx_expand:64,encoder_ctx_proj:64,encoder_dim:64,encoder_last:8,encoder_out_seq:64,encoder_s:94,encount:37,encourag:[44,73],encrypt:107,encrypt_decrypt:107,end2end:121,end:[2,7,8,28,31,32,52,64,68,72,81,91,94,95,96,113,123],end_pass:29,end_po:8,endforwardbackward:28,endian:59,endif:62,enditer:[28,29],endpass:[28,29],endpoint:[13,36,107],endtrain:29,enforc:118,engin:[42,57,58,103],english:[2,8,100],enjoi:89,enough:[31,32,55,62,95],enqueu:75,ensembl:9,ensur:[2,34,58,66,81,89,91,95,97,118],enter:[32,44],enterpris:77,entir:[8,9,39,41,98],entiti:[7,32,81],entranc:44,entri:[13,21,38,42,54,95,96,97,107,117],entropi:[8,21,71,126],entry_point:42,enueu:75,enumer:[5,62,126],env:[100,102,107],environ:[29,76,88,91,95,96,102,103,105,107,108,112,113,118,124],environmenterror:105,eos_id:[8,94],epoch:50,epsilon:[8,10,21,23],equal:[8,9,21,34,86,98,113],equat:[7,8,9,10,21,98],equilibrium:124,equip:94,equival:[29,32,48,53,83,121],error:[6,7,8,9,21,29,30,38,46,47,48,58,81,97,98,106,107,113,125,126],error_clipping_threshold:6,especi:[2,8,9,57,95],essenc:29,essenti:[8,29,44,47,99],estim:[8,29,67,75],eta:108,etc:[7,13,21,32,43,58,66,67,72,73,81,88,105,107,112,115,121],etcd:[13,28,34,38,39,41],etcd_addr:39,etcd_endpoint:13,eth0:107,euclidean:8,eval:[7,18,32,43,50,76,77,126],eval_program:[18,43],eval_result:43,evalu:[1,8,16,27,28,41,52,70,73,76,103,104,126],evaluate_difficult:7,even:[29,47,48,66,71,72,95,96,103,113,118],evenli:[39,107],event:108,event_handl:[28,29],eventu:[73,86],everi:[1,2,7,8,9,13,18,29,34,38,39,41,43,51,52,54,58,62,63,66,71,75,81,83,85,94,96,97,98,99,104,105,109,113,126],everyon:96,everyth:[50,73,75,117],everywher:95,evid:68,evolv:48,exactli:[2,8,9,107],exampl:[1,2,7,8,9,13,14,15,21,28,32,42,43,46,48,49,50,51,52,54,58,62,63,64,68,69,71,72,75,77,78,79,82,84,85,86,94,95,96,97,98,99,102,103,104,105,107,108,112,113,115,119,125,126],example_read:13,exceed:8,except:[2,8,14,41,48,51,86,115,123],exchang:68,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exe:104,exec:113,execut:[8,33,34,38,42,43,44,50,52,58,66,76,78,95,97,102,103,107],executioncontext:[58,98,99],executor:[16,18,43,47,48,50,65,69,85,102,104],exist:[29,32,34,46,48,64,71,72,76,78,83,84,86,91,95,97,99,107,113,118],exit:[39,46,108,113],exp:21,expand:[21,64,89,97],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,85,103],expect_kernel_typ:85,expected_desc:58,experi:[59,115],experienc:96,expert:33,expir:34,explain:[2,7,21,34,48,49,51,96,102,105,124],explan:[8,30,42,73,81,126],explicit:[86,97],explicitli:[2,29,44,73,76,98,99,118],explor:[8,64,79],expon:8,exponenti:5,expos:[31,40,58,59,84,86,107],express:[29,43,52,75,98,107],extend:[7,67,75,86],extens:[41,64,75,98,117],extent:61,extern:[2,33,57,60,61,77],external_librari:33,extingrad_:57,extinval_:57,extoutgrad_:57,extoutval_:57,extra:[6,8,9,73,79,84,121],extra_lay:28,extraattr:[6,115],extraattribut:8,extraattributenon:8,extract:[7,8,48,68,73,98,107],extract_fea_c:125,extract_fea_pi:125,extract_para:123,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,48,103],extremli:1,f120da72:108,f7e3:107,fa0wx:108,fabric:105,face:[33,79],fact:[21,48,66,69,71,125],factor:[6,10,21],factor_s:8,factori:60,fail:[2,34,38,64,76,98,108,113,115],failur:[34,39,98],fake:[50,124],fake_imag:72,faked_imag:50,fall:[47,70],falloc:45,fals:[2,6,7,8,9,10,13,21,22,23,30,31,32,48,53,55,56,63,69,70,72,82,87,92,94,97,98,105,108,113,115,123,126],false_block:[32,53,69],false_label:72,false_neg:43,false_posit:43,false_read:72,familiar:2,fan_in:20,fan_out:20,fanscin:2,fantast:126,far:86,fascinatingli:1,fashion:73,fast:[8,38,48,103],faster:[8,9,26,34,48,89,94,103],fastest:48,fastli:96,fat:118,father:31,fault:[28,38,77,88],favorit:95,fbd1f2bb71f4:108,fc1:[52,76,97,115],fc1_bia:52,fc1_weight:52,fc2:[52,76,115],fc3:[52,115],fc4:115,fc8a365:107,fc8a:107,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[71,83,97,115,126],fc_layer_nam:9,fc_mat:28,fc_op:83,fc_out:32,fc_output:83,fc_param_attr:9,fc_without_b:32,fclayer:97,fcop:49,fea:125,fea_output:125,feasibl:67,featur:[2,5,8,13,14,21,31,47,52,66,73,96,113,126],feed:[9,28,29,51,63,73,76,79,104],feed_dict:[50,76],feed_list:104,feeder:[13,104],feedforward:20,feel:96,festiv:2,fetch:[14,34,37,70,73,94,97,104],fetch_list:104,fetch_op:70,few:[2,33,34,67,72,73,82,95],fewer:[8,21,71],fg0:8,field1:28,field2:28,field:[8,28,32,52,54,59,70,78,82,83,103,107],fifth:51,figur:[29,33,48,50,57,63,71,73,75,94,97,103,123,124,125],file:[1,2,4,7,8,13,14,15,25,28,29,31,33,34,36,38,39,41,42,45,46,48,52,59,61,72,73,77,84,87,89,91,92,94,95,96,97,98,99,104,105,106,109,113,117,118,119,121,123,125],file_list:2,file_nam:[2,125,126],file_typ:13,filenam:[2,15,36,71,102],fileoffset:45,filesystem:[41,42,45,73,107],fill:[8,34,38,48,62,71,107,126],fill_zero_grad:77,fill_zeros_like_op:31,filter:[8,9,21,58,125],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,32,34,41,47,52,58,64,81,88,91,103,109,117,118],find_var:30,findmemori:58,findop:32,findprimit:58,findprimitivedesc:58,findvar:[32,81],fine:[6,38,49],fingerprint:107,finish:[2,34,38,41,42,44,66,83,88,105,106,107,108],finit:97,finnal:89,first:[2,8,21,28,29,31,32,34,38,41,42,44,46,48,50,51,52,58,63,64,69,70,71,73,77,82,83,84,86,88,94,95,96,97,98,99,103,107,113,115,121,123,124,125,126],first_seq:94,firstli:[7,8],firstn:13,firstseen:108,fit:[1,14,47,55,59,64,77],five:[69,103,126],fix:[2,6,8,60,73,96,102],flag:[8,14,21,56,57,96,98,100,113,124],flatten0:52,flatten:[21,52,69,71,99],flexibl:[1,8,9,29,39,48,51,55,63,64,67,72,73,84,86,94],flip:15,flist:105,float16_t:47,float32:[4,13,21,47,49,50,71,72,98,104,124,125],float_16:21,float_to_half_rn:47,floor:8,flow:[21,32,63,80],fluid:[0,18,20,21,22,23,25,26,31,44,62,84,85,102],fly:[31,126],fnt03:107,focu:[2,52,102,103],focus:98,folder:[33,36,42,46,107],follow:[1,2,7,8,9,10,13,15,21,28,29,30,31,32,33,34,38,42,44,47,48,49,50,51,52,53,54,58,62,63,64,66,67,69,70,71,72,73,75,77,78,79,81,82,83,84,85,86,88,89,91,92,94,95,96,97,98,99,100,102,103,104,107,108,109,110,111,115,117,118,119,121,123,124,125,126],fool:124,forbid:29,forc:[66,71,85],force_cpu:55,force_cudnn:55,force_load:60,forest:32,forget:[10,21,29],forget_bia:21,fork:[8,96],form:[1,2,8,9,21,43,91,103],formalis:85,format:[1,2,7,13,14,15,21,25,28,30,38,47,48,62,64,86,92,96,97,98,99,105,107,113,123],former:[29,33,48,67],formul:21,formula:[8,9,10,30],formular:8,forth:50,forward:[5,8,9,30,31,32,37,39,48,50,56,57,58,59,65,68,69,72,77,78,79,82,94,97,115,124],forward_infer:58,forward_op:30,forward_train:58,forwardactiv:97,forwardbackward:28,forwardtest:4,found:[2,4,47,69,79,81,94,105,119,124,126],four:[2,7,21,43,48,51,58,62,123,125,126],foward:70,fp16:[47,77,87],fp32:[62,77,85,87],fp64:[62,87],fpga:[62,76,104],fpgadevicecontext:84,fpgaengin:57,fpgaplac:[62,84],frac:21,frame:[7,44,77,86],framework:[29,31,32,43,47,48,52,62,66,67,69,77,79,81,83,84,96,97,98,102,104,105,118,125,126],free:[14,84,96,121],frequenc:[14,103,123,126],frequent:[38,72,77,79,84,106,117,118],fresh:[41,76],friend:81,friendli:[48,50],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,34,36,37,38,39,43,46,47,48,49,50,51,52,53,55,58,63,64,65,66,68,69,71,72,73,75,76,77,78,81,84,85,86,89,91,94,95,96,97,98,99,102,103,105,107,108,113,115,117,118,121,123,124,125,126],from_no_sequ:8,from_sequ:8,from_tar:28,fromfil:[72,125],front:52,fuction:25,fulfil:103,full:[8,34,41,63,66,67,94,97,121],full_matrix_project:[9,94],fulli:[21,73,75,97,103,121,124,125,126],fullmatrixproject:8,fullsiz:37,fully_matrix_project:9,fullyconnect:[52,71,123],fullyconnectedlay:97,func:[13,38,78],funciton:[9,21],functor:[49,52],fundament:[47,75,77],funtion:21,further:[8,83,121],furthermor:76,futur:[8,41,47,63,73,77,117,122],fvs:83,fwd_desc:58,fwd_op:78,fwd_primit:58,fwd_primitive_desc:58,g_b0:50,g_b1:50,g_b2:50,g_block:50,g_command_config_arg:[56,57],g_data_transformation_:85,g_h0:50,g_h0_bn:50,g_h0_relu:50,g_h1:50,g_h1_bn:50,g_h1_relu:50,g_h2:50,g_im:50,g_loss:50,g_optim:50,g_program:71,g_step:50,g_w0:50,g_w1:50,g_w2:50,gain:8,game:124,gamma:125,gan:29,gan_train:124,gangliao:33,gap:113,gate:[8,9],gate_act:[8,9],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:56,gather:[8,31,66,68,97,98],gauss:6,gaussian:[20,124],gaussian_normal_random:50,gcc:[47,60,77,88,95,102,117,119],gcc_3:91,gcreators_:83,gemm:56,gen:8,gen_conf:124,gen_train:124,gen_training_machin:124,gender:14,gendrated_id:64,gener:[1,2,4,7,8,9,13,18,28,29,30,31,32,33,34,36,38,39,41,48,49,54,58,62,66,67,69,70,71,72,73,75,77,78,82,83,84,86,96,98,103,107,109,113,115,117,119,123,125,126],generated_id:64,generated_scor:64,generated_word_embed:8,generatedinput:[8,94],generator_conf:124,generator_machin:124,generator_train:124,genert:2,gereat:7,get:[2,7,8,14,21,28,30,31,32,33,34,38,39,41,42,45,48,50,52,55,56,57,58,62,63,64,71,76,77,78,81,83,84,85,86,88,89,91,94,96,97,98,102,103,105,106,107,109,116,125,126],get_all_op_proto:83,get_block:71,get_cloud_job:76,get_config_arg:[115,126],get_data:[108,126],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_grad_op_desc:31,get_input_lay:97,get_lin:13,get_mnist_data:124,get_model:125,get_movie_title_dict:14,get_nois:124,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_shap:28,get_support:91,get_symbol:52,get_tensor:30,get_training_loss:124,get_vari:32,get_word_dict:14,getactualkerneltyp:[55,85],getbatchs:97,geteigendevic:99,getengin:58,getenv:[29,42,105],getexpectedkerneltyp:[55,58,85],getinfervartyp:54,getinput:97,getinputgrad:97,getinputvalu:97,getkerneltyp:47,getlayeroutput:28,getlibrari:58,getmat:37,getoptconfig:37,getoutputgrad:97,getoutputvalu:97,getparam:37,getparameterconfig:37,getparameterptr:97,getparameterspars:37,getparametersremot:37,getplac:[58,84,98,99],getsiz:97,getslotvalu:124,gettask:38,gettempl:107,gettranspos:97,getw:97,getweight:97,getwgrad:97,gist:9,git:[80,88,95,96,100,117,119],github:[9,33,50,62,88,95,96,100,102,104,117,119,125],give:[2,21,34,63,71,77,95,96,97,103,107,126],given:[2,8,13,21,28,31,39,41,48,49,50,64,72,75,76,79,86,97,113,124,126],glibc:[91,117,119],glibc_2:91,glibcxx_3:91,glide:33,global:[2,6,21,23,29,32,33,34,52,55,68,76,77,81,83,84,85,95,103,107,113],global_block:71,global_learning_r:6,global_pool:21,global_step:23,globalstat:103,globalstatinfo:103,globe:2,glog:96,glog_v:96,glog_vmodul:96,glorot10a:20,glorot:20,gnueabihf:119,go_librari:33,go_test:33,goal:[47,51,66,77,103],gob:38,godep:33,godoc:60,goe:[9,34,48,53,81,104],going:[31,49,67,102,105,121,126],golang:33,good:[48,50,67,72,79,102,103,121],googl:[29,77,96,102,105,117],googleapi:107,googlenet:57,got:[55,81],gpg2:107,gpg:107,gprotos_:83,gpu:[1,2,6,8,11,30,42,43,47,62,66,67,68,73,76,77,79,80,84,85,88,91,92,95,99,101,104,105,121,124,125],gpu_id:[113,115,124],gpu_per_train:[73,76],gpudevic:84,gpugpu_id:112,gpukernel:77,gpustarttimestamp:25,grab:34,grad:[30,31,39,57,82,113],grad_info_map:31,grad_op_class:77,grad_op_maker_:78,grad_op_typ:[77,78],grad_op_type_:78,grad_s_block:31,grad_share_block_num:[112,113],grad_to_var:31,grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,34,38,51,54,65,66,67,68,74,77,82,98,102,105,113,126],gradient_clipping_threshold:[6,126],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,61],gradientmachin:[4,28,61,68,124],gradientmachine_:37,gradopdescmak:[54,78],gradopdescmakerbas:78,gradopmak:78,gradual:103,grai:15,grain:49,gram:123,grandient:28,grant:107,graph:[8,21,28,31,32,33,34,43,48,50,63,66,67,69,73,74,76,87,99,123],graphviz:125,grayscal:2,great:[75,121],greater:[8,67,105],greaterthan:83,green:50,grep:[89,109],gridsize3d:25,groudtruth:94,ground:[7,8,21,126],group:[9,21,22,38,52,58,84,121],group_input1:94,group_input2:94,group_input:94,grouplen:14,grow:96,grpc:121,gru:[8,64,94,126],gru_bias_attr:9,gru_decod:94,gru_decoder_with_attent:94,gru_encoder_decod:123,gru_layer_attr:9,gru_memori:9,gru_out:64,gru_param_attr:9,gru_siz:126,gru_step:[64,94],gru_step_lay:9,grumemori:[9,94],gserver:[8,56,57,97],gsizex:103,guarante:[58,71,97],guard:37,guest:[91,95],gui:[102,103],guid:[25,45,77,94,96,97,103,107,108,120,123],gzip:[38,108],h0_bn:50,h_f:21,h_prev:32,had:95,hadoop:29,half:[21,47,107],half_to_float:47,hand:[77,84,99,105],handi:33,handl:[13,29,31,42,52,58,62,68,72,73,76,81,84,86,104],handler:[28,32],handwrit:2,happen:[21,38,83],hard:[48,64,73,75,86,95,107,126],hardwar:[48,84,95,103],has:[2,4,7,8,9,14,21,25,29,30,31,32,33,34,38,39,41,43,47,48,50,52,59,62,64,66,69,73,75,76,77,82,83,84,85,94,95,96,97,98,103,104,107,108,118,121,123,126],has_kei:[28,31],has_selected_colum:8,has_var_recurs:31,hasdependentvar:70,hash:[62,66],hasn:48,have:[1,2,4,8,9,13,21,29,30,31,32,33,34,38,39,41,42,44,47,48,49,50,51,55,58,59,62,63,64,66,67,68,69,71,72,73,75,76,77,78,81,82,84,85,87,88,89,94,95,97,98,103,105,107,113,115,118,119,121,123,126],haven:[48,95],hdf:[1,13,36],head:[96,98,105,109,123],header:[39,59,61,77,84,97,117,118,119,123,125],headip:109,heard:95,heavi:106,height:[8,13,15,21,32,60,72,97,98],height_:82,held:34,hello:29,help:[2,4,8,21,32,46,48,52,58,64,72,77,86,95,96,102,106],helper:[21,58,73,78,86,97],henc:[67,71,73,78,79,81],here:[2,4,6,7,8,9,13,21,29,33,34,40,44,46,48,51,52,58,62,63,72,79,83,88,89,91,94,96,98,100,105,106,107,108,112,115,118,119,121,123,125,126],heterogen:[73,75],heurist:[8,64,75,113],hidden:[8,9,21,65,73,94,107,126],hidden_out:32,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierarch:[8,69,71,77,94],hierarchi:77,high:[6,20,47,66,84,97,105,121,124],higher:[1,49,63,86,96],highest:[13,32],highli:[1,2,14,86,94,115],him:29,hint:[55,75,102],his:76,histor:49,histori:10,hl_get_sync_flag:97,hold:[29,31,34,38,40,47,50,52,54,76,81,83,84,85,99,107],holder_:[84,99],home:[36,46,73,76,89,102,107,108,109],honor:38,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,125],host:[33,42,107,108,117,118,119],host_c:[117,118,119],hostfil:109,hostnam:107,hostpath:108,hostport:107,hot:21,hour:95,hourli:96,hous:[2,14,92,123],how:[1,2,6,8,21,29,32,34,38,44,46,48,49,52,55,58,63,64,68,73,79,83,85,94,95,102,105,107,108,113,116,119,125,126],howev:[2,8,9,30,31,41,44,48,62,67,68,71,72,73,78,79,82,83,84,85,94,107,112,113],howto:105,hpp:[47,60],html:[14,20],htod:103,http:[8,9,14,20,33,42,50,88,89,95,96,100,102,104,107,108,117,119,121,124,125],huber:8,huge:67,human:[8,20],hwc:15,hyper:[8,50,97],hyperparamet:[8,79],hyperplan:13,i1117:103,i386:118,iOS:[119,120],iamfullaccess:107,iamusersshkei:107,icc:48,ics:14,id_input:7,id_rsa:109,idea:[33,48,67,72,79,102],ideal:[73,85],ident:[8,78,98,107],identifi:[8,53,62,97],identityoffsetproject:8,identityproject:8,ids:[7,8,21,64,97,126],idx:[38,50,97],ies:46,if_else_op:31,ifdef:62,ifels:[32,69],ifelseop:69,ignor:[2,8,21,113,123],illustr:[2,7,34,39,49,63,73,76,94,97,103,126],ilsvrc:125,im_siz:50,imag:[2,11,12,13,14,21,22,29,48,50,51,64,65,69,72,76,88,95,96,107,110,111,115,121,124,125],image_a:72,image_b:72,image_fil:72,image_h:21,image_lay:72,image_list_provid:125,image_nam:29,image_path:72,image_reader_cr:72,image_s:125,image_w:21,imagenet:[8,20,36],imagepullpolici:107,imageri:8,images_reader_cr:72,imagin:51,img2label:15,img:[2,8,9,73],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:103,imgsizei:103,imgsizex:103,imikolov:105,immedi:[58,67,79,88,107],immutable_paramet:29,impel:84,imperfect:77,implement:[2,8,9,13,20,21,23,26,32,38,39,40,41,42,48,49,52,53,54,58,60,61,62,64,68,70,73,75,81,83,84,85,86,94,126],implemet:37,impli:33,implicit:76,imposs:[64,121],impractic:85,improv:[8,74,75,77,102,103,107],in_fals:21,in_plac:21,in_tru:21,inarg:37,inbound:107,includ:[1,2,7,8,9,14,15,21,23,29,32,33,39,42,47,48,50,52,60,61,63,64,69,71,77,83,88,91,94,95,97,98,102,103,105,107,108,113,117,118,119,123,126],inclus:64,incom:55,incorpor:8,incorrect:8,increas:[34,38,47,105,113],increment:[43,51,113],incupd:97,inde:13,independ:[8,30,31,39,74,76,81,84,121,126],index:[2,7,8,11,13,14,21,28,30,31,32,34,38,69,71,86,107],indexslot:8,indiact:21,indic:[2,7,8,21,31,32,39,44,50,63,69,78,82,84,86,106,107,117],indice_map:86,indices_map:86,individu:[34,66,107],industri:[34,59,121],ineffici:[68,85],infer:[0,15,21,29,31,32,34,43,48,53,54,55,56,60,62,70,71,76,77,82,85,92,118,119],infer_shap:71,infer_var_type_:54,inferenc:118,inferfac:54,inferior:41,infernec:119,infershap:[32,71,77,98,99],infershapecontext:[98,99],infervartypefn:54,info:[7,8,14,47,63,97,106,121],infom:8,inform:[4,8,14,21,28,32,42,46,52,55,58,59,63,66,71,73,79,81,82,96,97,98,99,102,103,107,113,117],infrastructur:[48,107,124],ingor:113,ingrad_:57,inherit:[32,65,77,84,98],ininst:29,init:[6,20,28,32,50,57,63,64,73,74,92,97,105,107,115,124,126],init_attr:71,init_from_tar:28,init_hook:126,init_model_path:[112,113,115,123,126],initi:[2,4,6,8,9,14,16,21,28,31,33,38,43,51,63,66,67,71,73,74,75,79,83,86,92,94,97,98,104,113,123,124,126],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:71,initpaddl:[4,124],initrd:121,inlcud:9,inlin:[84,99,107],inner:[8,97],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:99,input1:[8,9,99],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,28,30,31,32,37,41,43,47,48,49,50,51,52,54,55,57,58,62,63,64,67,68,70,71,72,73,74,75,76,77,78,81,83,84,85,86,92,94,96,97,98,99,104,109,115,123,124,125,126],input_conf:8,input_data:97,input_data_target:97,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:97,input_id:8,input_imag:9,input_index:97,input_label:97,input_lay:97,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:86,input_seq:8,input_sequence_data:97,input_sequence_label:97,input_sparse_float_value_data:97,input_sparse_non_value_data:97,input_t:97,input_to_check:30,input_typ:126,input_valu:30,input_var:[30,71],inputbuff:37,inputdef:97,inputgradi:78,inputlayers_:97,inputs_to_check:30,inputsizechang:58,inputtyp:[2,13],insert:[31,66,70,77,78,96],insid:[7,9,31,34,43,55,58,68,72,73,75,77,78,89,107],inspir:123,instal:[8,42,57,80,88,89,95,96,100,102,105,108,125],install_android:117,instanc:[8,21,30,32,34,36,40,44,53,58,63,64,67,71,73,74,77,78,94,97,99,103,113],instance_ip:107,instanti:[34,44,104],instead:[8,9,11,31,33,37,42,47,48,51,52,73,95,96,126],instrins:47,instruct:[32,51,89,95,103,117,126],int16:87,int32:[62,69,86,87,113],int64:[21,45,62,82,85,87],int8:62,integ:[2,7,8,13,21,38,42,47,60,64,97,126],integer_valu:[2,13,126],integer_value_sequ:[2,13,64,94,126],integr:[7,88,121],intel:[48,62,84],intellig:20,inteloptimizedpaddl:57,intend:88,inter:[8,73],interact:[8,89,107],intercept:8,interchang:[51,77],interconnect:66,interest:[47,66,103],interestingli:48,interfac:[0,4,6,8,9,20,23,25,26,28,32,38,42,46,52,66,68,77,78,84,88,98,99,107,118,121],interg:126,intergr:8,intermedi:[46,50,65,73,95,117,119],intern:[8,9,20,23,28,47,102,105,106,107],internel:57,internet:[33,34,121],interpret:[2,7,21,44,48,88,103],inth:99,intrins:[44,47,119],introduc:[2,8,15,32,34,50,56,59,79,81,83,98,102,105,108],introduct:[3,124],introductori:95,intuit:[41,77],inval_:57,invalid:[72,81],invent:48,invoc:[33,48,49,77],invok:[2,8,18,28,31,68,71,73,75,77,78,83,85,95,96,103,107],involv:[64,98,124],iob:7,ioe:7,ios:118,ios_arch:118,ios_deployment_target:118,ios_development_root:118,ios_enable_bitcod:118,ios_platform:118,ios_sdk_root:118,ios_use_veclib_for_bla:118,ipad:118,iphon:118,ips:107,ipt:[8,71,83,94],ipx:121,ipython:29,is_color:15,is_cpu_plac:58,is_discriminator_train:124,is_gener:[123,124],is_generator_train:124,is_loc:28,is_mkldnn_librari:58,is_predict:126,is_revers:21,is_seq:[8,94],is_spars:21,is_stat:6,is_target:70,is_tensor:83,is_test:[21,58,125],is_traget:70,is_train:[2,15],ismkldnnkernel:58,isn:103,isspars:97,issu:[33,50,76,89,91,95,96,103],istag:80,item:[8,13,21,28,41,47,72,92,121],iter:[8,9,10,13,28,29,34,48,58,67,72,73,86],iter_multiple_input_and_param:71,its:[2,8,9,20,21,26,28,29,30,31,32,34,38,43,48,50,51,52,54,59,63,64,66,67,68,70,71,77,78,81,82,83,84,85,91,97,98,99,103,105,107,113,123,124,126],itself:[31,34,41,58,67,81],ivs:83,java:[32,60,69,77],jeremi:103,jian:20,job:[4,14,31,41,73,76,77,89,105,112,113,115,125,126],job_dispatch_packag:106,job_id:14,job_mod:123,job_nam:[42,107],job_namespac:107,job_path:107,job_workspac:106,jobpath:107,jobport0:107,jobport1:107,jobport2:107,jobport3:107,jobserv:42,join:34,joint:123,jointli:9,journei:89,jpg:[15,125],json:[52,107,108],jth:9,judg:8,juditski:67,jupyt:[42,89],just:[2,5,7,8,9,14,21,33,38,39,48,50,54,58,67,68,71,72,73,77,78,79,81,82,88,91,95,96,106,107,115,117,123],jx4xr:107,jypyt:29,k8s:121,k8s_data:107,k8s_job:29,k8s_token:29,k8s_train:107,k8s_user:29,kafka:36,kaim:20,kaimingh:125,kebilinearinterpbw:103,kebilinearinterpfw:103,keep:[2,8,13,15,20,34,48,51,64,67,71,81,83,88,96,121],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,32,34,36,38,45,47,55,58,77,78,83,86,95,96,98,103],kept:[8,71],kera:79,kernel:[8,30,47,48,55,57,67,79,82,84,85,98,99,103,126],kernel_hint:55,kerneltyp:[55,58,85],kerneltypepair:85,key1:113,key2:113,key_pair_nam:107,keyid:107,keymetadata:107,keypair:107,keyserv:107,keystat:107,keyusag:107,keyword:[2,71],kforcecpu:55,kill:[34,107],kind:[1,2,29,30,34,40,51,55,58,65,66,84,85,87,89,107,108,124,126],kms:107,knchw8c:62,knchw:62,knhwc:62,know:[2,29,38,59,96,97,102,103,105,107,117],known:[21,31,32,48,49,63,124],kriz:14,krizhevski:21,kselectedrow:82,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:107,kubectl:[106,108,109],kuberent:[34,107],kubernet:[29,34,77,105,110,111,121],kubernetes_service_host:29,kusecudnn:55,kusemkldnn:55,kvp:25,kwarg:[2,9,10,13,18,21,23,43,52,71,83,126],kwd:25,l1_rate:6,l1_regularization_op:79,l2_rate:6,l2_regularization_op:79,l2_sim:8,l2regular:126,l93:37,label:[2,4,7,8,13,14,15,21,28,43,48,50,51,52,65,69,72,73,75,76,85,104,108,124,125,126],label_dim:[8,126],label_fil:72,label_lay:72,label_path:72,lag:113,lake:2,lambdacost:8,lambdarank:8,lan:105,languag:[8,14,51,77,81,115,123],larg:[11,14,59,67,73,75,96],larger:[2,6,7,8],larger_than:[32,53,69],largest:21,last:[7,8,9,21,31,48,63,69,94,113,126],last_seq:64,last_time_step_output:8,lastseen:108,latenc:[8,47,73,106,107],latent:8,later:[33,48,77,79,84,88,91,98,99,107,122,126],latest:[8,32,33,34,41,88,89,91,100,108,118],latter:[67,86,102],launch:[58,107,113],launcher:29,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,32,37,48,50,51,53,65,67,69,72,73,75,77,79,83,84,86,92,94,101,104,112,113,123,124,125,126],layer_0:97,layer_attr:[8,94,115],layer_help:55,layer_num:[115,125],layer_typ:[8,56,57],layerbas:97,layerconfig:97,layergradutil:97,layerhelp:[21,55,71],layermap:97,layeroutout:8,layeroutput:9,layout:[15,58,85],layout_:[55,62,85],layouttyp:[55,85],lazi:[67,79],lbl:7,lead:[62,103],leaki:50,learing_r:65,learn:[6,7,8,9,10,14,29,31,39,41,44,50,51,57,64,66,67,72,73,75,76,77,79,84,89,94,95,97,98,100,103,118,122,125,126],learnabl:[21,28],learning_method:[123,126],learning_r:[6,23,39,73,104,123,126],leas:34,least:[7,34,91,117],leav:[2,32,107],lecun:14,left:[8,32,99,118,125],left_right_flip:15,legaci:89,legal:83,len:[2,8,21,39,45,48,71,92,97,126],length:[8,9,13,14,15,21,39,47,56,59,63,64,77,86,94,108,113],less:[8,21,29,121],less_than:29,let02:108,let:[4,7,8,29,32,41,49,51,55,58,62,63,64,65,78,84,85,98,102,107],level:[6,8,20,21,47,49,52,59,63,64,84,86,87,96,106,113,117,124],lgtest:33,lgtest_main:33,lib64:[89,113],lib:[61,88,89,102,105,117,118,119],libapi:33,libari:61,libc:91,libcuda:89,libgcc_:91,libgoogl:102,libiomp5:57,libmkldnn:57,libmklml_intel:57,libnvidia:89,libpaddl:[60,61,77,102],libpaddle_capi:61,libpaddle_gserv:61,libpaddle_math:61,libpython2:88,librari:[8,33,40,57,58,61,66,73,85,88,91,98,105,113,118,119],library_:62,librarydevicecontext:62,libstdc:91,licens:[57,66],life:34,lifecycl:121,lifetim:[81,91],lightweight:49,like:[2,7,8,13,14,31,32,33,34,37,42,44,48,49,50,51,52,54,58,62,66,67,71,72,77,78,79,81,82,85,86,88,91,94,95,96,102,103,104,105,107,112,115,117,118,119,121,123,125,126],limit:[8,13,21,48,59,64,77,79,103,113],linaro:119,line:[1,2,4,7,13,25,33,37,42,46,51,67,69,71,77,79,95,96,101,102,103,106,107,115,123,125],line_break:13,linear:[8,21,64,92],lineno:102,link1:47,link2:47,link:[8,9,33,45,46,81,91,98,107,121,126],linux:[13,45,89,91,95,96,105,107,119],linux_x86_64:[80,91],lipeng:123,lipo:118,list:[1,2,7,8,9,13,15,18,21,23,25,28,29,31,32,33,38,42,44,46,48,50,62,65,68,71,76,78,81,86,92,94,95,97,98,102,105,107,113,115,119,125,126],listdir:105,listen:[34,105,113],littl:[1,2,39,48,55,59,113,126],live:[98,104],load:[1,2,4,15,29,34,50,66,71,73,88,98,107,113,125],load_and_transform:15,load_featur:125,load_feature_c:125,load_feature_pi:125,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[112,113,115,123],load_mnist:50,load_uniform_data:124,loadparamet:4,loadsave_parameters_in_pserv:[37,112,113],loc:[7,20],local:[6,21,28,30,32,34,40,41,51,63,69,71,77,88,89,95,96,102,106,108,112,113],local_scop:30,localhost:[89,100],localpath:46,locat:[8,28,33,48,62,84,86,94,97,105,119,126],lock:[33,34,38,39,75],lod:[21,59,63,82,86,87],lod_desc:[82,87],lod_expand:64,lod_level:[21,71,82,87],lod_rank_table_obj:21,lod_tensor:[21,63,82,87],lod_tensor_arrai:21,lodrankt:21,lodtensor:[21,54,59,77,87],lodtensorarrai:21,lodtensordesc:[59,82],log:[2,38,46,50,73,91,97,105,106,107,108,109,113,119],log_barrier_abstract:113,log_barrier_lowest_nod:[112,113],log_barrier_show_log:[112,113],log_clip:[112,113],log_error_clip:[112,113],log_period:[108,113,115,124,126],log_period_serv:[112,113],logarithm:5,logger:2,logic:[2,41,50,54,65,66,68,73,75,81,86,98],login:[91,109],logit:[50,85],longer:[34,73],look:[2,7,21,32,42,48,51,67,71,78,79,104,105,107,108,112,124,126],lookahead:8,lookup:[21,54,64,104,126],loop:[30,32,48,72,81],loop_var:86,loss:[8,21,23,31,50,52,65,67,79,97,124,126],lot:[62,64,67,71,73,79,84,105,112,121],low:[8,20,65,66,84,86],low_rnn:63,lower:[8,47,63,64,96,106],lower_level_rnn:63,lowest:113,lpaddle_capi_shar:61,lpaddle_capi_whol:61,lrelu:50,lstm:[8,21,94,108,126],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:126,lstm_step:9,lstm_unit_op:21,lstmemori:[9,94],lstmemory_group:8,lstmlayer:56,ltr:8,mac:[61,95,96,117],machin:[9,14,28,48,50,57,66,67,73,75,79,88,91,95,97,107,108,109,112,113,115,119,121,126],machine_transl:94,maco:[91,92,95,118],macro:[49,62,78,98],made:[2,34,39,48,94],mai:[2,8,9,21,30,32,43,47,55,58,66,72,73,75,76,77,81,85,88,89,99,100,103,105,107,119],main:[2,4,21,48,52,66,69,77,91,102,105,107],main_program:[18,21,31,43],mainli:[40,62,84,88,98,113],mainlin:91,maintain:[8,32,38,67,71,77,107,122],majel:33,major:[47,73,85,117,124,125],make:[2,7,8,21,29,31,32,33,34,38,39,41,47,48,51,63,64,67,68,71,72,73,74,77,79,84,86,88,95,96,97,98,102,103,105,107,117,118,119,121,126],make_ddim:99,make_function_oper:49,make_vari:83,maker:[77,78],malloc:[84,97],man:45,manag:[23,28,34,39,40,46,73,81,84,91,100],mandarin:8,mandatori:118,mani:[9,15,31,33,38,48,50,55,64,68,71,77,78,81,82,83,85,86,95,113,126],manili:52,manipul:[48,71,78,106,118],manner:[8,67,79],manual:[65,67,73,78,106,117,118,121],manufactur:48,manylinux1:91,manylinux1_x86_64:[80,91],map:[2,7,8,13,28,29,32,38,58,62,71,78,81,83,84,85,86,95,113,121,125],map_fn:86,map_read:13,mapper:13,mapreduc:[29,105],mark:[2,31,50,51,63,64,75,81,94,102,121],market:47,mask:[6,8,21],master:[29,41,77,80,113,119],mastermind:33,mat:[60,61],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:[21,33,47,91,103],matchbox:121,math:[9,57,60,77,96,97,98,103],mathemat:79,matirx:8,matmul:[32,52,63,86,98],matric:[4,94,97],matrix:[7,8,9,13,21,28,37,60,61,97,98,112,115,118,125],matrixptr:97,matrixtyp:61,matter:2,mattyp:37,matur:105,max:[2,6,8,13,14,21,22,30,71,74,103,113,115,126],max_diff:30,max_id:[8,28,126],max_job_id:14,max_length:[8,64,94],max_movie_id:14,max_relative_error:[30,98],max_seq_len:21,max_sort_s:8,max_user_id:14,max_x:21,maxframe_evalu:7,maxid:[7,126],maxid_evalu:7,maxid_lay:126,maxim:8,maximum:[7,8,14,21,32,39,94,98,103,113,126],maxinum:11,maxoutfunctor:84,maxpool:8,mayb:[32,58],mchw:21,md5:[14,35],mean:[2,6,7,8,9,10,11,13,15,20,28,31,33,52,64,70,72,73,74,81,85,89,94,95,98,102,103,104,107,113,115,121,123,124,125,126],mean_meta:125,mean_meta_224:125,mean_valu:125,mean_var_nam:8,meant:86,measur:[43,103],mechan:[8,9,31,40,43,58,71,78,94,107],mem:[8,32,42,64],mem_per_p:76,mem_per_train:76,member:[8,14,29,51,52,62,68,71,81,98],memcpi:[68,103],memor:8,memori:[1,2,9,31,32,37,38,42,47,57,58,59,62,64,67,77,85,94,95,96,97,99,103,104,108,113,115,126],memory_boot:9,memory_nam:8,memory_test:95,memory_threshold_on_load_data:113,memoryalloc:84,memorydesc:58,mention:[21,31,33,38,48,63,66,67,73,75,95],mere:9,merg:[8,18,21,39,41,43,57,63,66,68,74,96,100,113,118,123],mergedict:123,messag:[32,44,48,51,59,69,70,71,77,78,82,87,96,108,113],meta:[125,126],metaclass:98,metadata:[45,107,108],metal:121,metaphor:51,metaplotlib:29,method:[2,8,10,20,23,28,30,32,41,47,50,51,52,55,65,66,71,72,74,75,77,81,82,85,86,89,91,97,98,99,100,102,103,113,115,126],methodolog:67,metric:[18,43],microarchitectur:47,might:[8,32,33,48,69,75,95,96,97,102,107,117],mileag:103,million:[14,115],min:[6,8,71,74,103,107,115],min_block:32,min_count:75,min_desc:32,min_pool_s:2,min_word_freq:14,mind:102,mini:[2,8,13,18,21,28,32,34,43,44,48,53,63],mini_batch:72,minibatch:[8,21,32,43,51,53,69],minim:[2,23,32,48,50,65,75,77,104,113,117,118,119],minimum:[8,21,117,118],minimun:113,minsizerel:[117,118,119],minst:2,minu:78,minus_grad:78,minusgradop:78,minusop:78,minusopgradmak:78,minusopprotoandcheckermak:78,minut:[34,41,89,95,107],mirror:[33,89],mislead:39,mismatch:21,miss:[50,113,123],mistak:48,mit:107,mix:[9,86,94],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:102,mkdir:[46,88,100,107,109],mkl:[48,58,77,84,85,88,89],mkl_packed_:56,mkldevicecontext:84,mkldnn:[8,57,62,85],mkldnn_:57,mkldnn_batch_norm:8,mkldnnactiv:57,mkldnnbase:57,mkldnnlayer:57,mkldnnmatrix:57,mkldnnplace:85,mkldnnstream:57,mkldnntester:57,mklml:57,mklpack:56,mklpackedgatedrecurrentlay:56,mklpackedgemm:56,mklpackedlstmlay:56,mklpackedrecurrentlay:56,mlp:52,mlr:20,mnist:[2,4,36,50,51,69,72,73,76,77,102],mnist_provid:2,mnist_random_image_batch_read:72,mnist_train:[2,72],mnist_train_batch_read:72,mobil:[47,48,77,100,116],mod:105,mode:[8,25,28,47,56,66,96,113,124,125],model:[0,1,4,8,9,14,28,31,32,34,35,43,51,56,65,66,67,73,75,76,77,79,85,86,92,96,97,100,101,105,107,113,122],model_config:[4,124],model_list:[113,115],model_path:115,model_zoo:[123,125],modif:90,modifi:[4,8,47,52,73,79,94,97,98,105,106,107],modul:[1,2,4,9,14,28,49,50,64,73,86,98,102,125,126],modular:64,modulo:8,moment:[23,102],momentum:[6,21,23,81,126],momentumop:102,mon:108,monitor:126,mono:8,month:[33,126],more:[1,2,4,7,8,9,13,21,29,30,31,33,34,38,41,42,46,47,48,49,51,55,58,62,63,64,65,71,72,73,75,77,79,84,86,88,89,92,94,95,97,98,99,100,102,103,104,105,108,115,119,121,126],most:[2,4,8,13,21,28,29,31,33,41,51,52,62,64,67,72,73,79,84,85,91,94,97,102,103,104,112,121],mostli:[47,121],motiv:77,mount:[42,89,105,107,108],mountpath:[107,108],move:[8,34,38,46,48,67,89,103,107,121],movement:103,movi:[2,14],movidiu:48,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[66,109],mpirun:109,mse:[48,51,65,69],msra:20,much:[8,34,48,58,65,72,79,86,103],mul:[49,71,76,97,98],mul_grad:98,mul_op:[21,98],mul_ratio:8,mul_result:71,mulgradkernel:98,mulkernel:98,mulop:[49,98],mulopgrad:98,mulopmak:98,multi:[8,43,66,68,97,102,106,112,113,121,125],multi_binary_label_cross_entropi:8,multi_crop:125,multidimension:21,multigradientmachin:68,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,38,39,41,43,48,49,55,66,73,75,76,77,85,87,94,97,98,102,105,107,113,115,124,126],multiple_input:71,multiple_param_attr:71,multipli:[7,8,21,97],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,21,31,39,58,59,62,70,71,72,77,83,94,97,98,99,105,107,113,115,117,119],mutabl:[84,99],mutable_data:[58,84,98,99],mutuable_data:[84,99],mxnet:[32,48],my_cluster_nam:107,my_external_dns_nam:107,my_lib:105,myfil:13,mypaddl:108,name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,32,34,36,37,39,42,43,47,49,52,55,57,58,59,61,64,69,71,76,77,80,82,83,86,87,89,91,92,94,95,97,98,103,104,105,108,110,111,113,115,118,121,123,124,125,126],name_prefix:36,namespac:[32,53,60,71,97,98,108],nativ:[8,47,96],natur:[38,41,64,75,86,115],navig:100,ncall:102,nccl1:66,nccl2:66,ncclinit:66,nchw8:85,nchw8c:85,nchw:[8,21,57,62],ndarrai:[15,28,36],ndcg:8,ndcg_num:8,ndk:117,nearest:[47,126],nearli:30,necess:86,necessari:[2,8,31,32,39,41,43,59,64,68,71,83,86,97,109,126],necessarili:97,neck:66,need:[2,7,8,9,13,20,21,23,26,29,30,31,33,37,38,39,41,42,43,46,48,49,50,55,58,62,64,65,66,67,68,70,71,73,75,76,77,78,79,81,82,83,84,86,88,89,90,91,92,94,97,98,99,100,105,107,108,112,113,115,117,118,119,121,124,125,126],neg:[2,7,8,126],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neglect:8,neighberhood:66,neighbor:126,neither:8,neon:[47,117,119],ner:7,nerual:21,nervana:48,nest:[2,8,13,31,32,69],net:[8,9,16,21,32,50,63,81],net_diagram:125,netop:[32,77],network:[1,2,4,6,7,8,13,20,21,26,27,28,29,30,31,32,34,37,43,50,52,56,57,63,65,67,72,73,75,79,81,83,84,85,87,92,97,98,99,103,105,113,121,123],network_config:115,networkadministr:107,neural:[2,4,8,9,13,20,28,29,31,32,34,52,56,57,63,67,73,79,81,84,85,87,92,99,103,105,113,123,124,125],neuralnetwork:68,neuron:[4,21,97,126],never:[13,72,81,107,108],new_block_idx:71,new_stat:63,newblock:71,newbuff:58,newer:117,newest:39,newli:[47,118,121],newop:32,newopdesc:71,newprogram:71,newremot:73,newvardesc:71,next:[8,14,31,34,40,64,66,86,94,97,98,102,103,107,108,113],nextlay:57,nfs4:107,nfs:107,nfsver:107,ngram:14,nic:[112,113],nil:38,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:97,no_cach:2,no_grad_dict:31,no_grad_set:[23,30,31,98],no_gradi:31,no_sequ:[2,8],node1ip:109,node2ip:109,node3ip:109,node:[8,33,41,52,64,66,73,75,76,77,87,95,97,105,106,107,108,109,113,121],node_0:107,node_1:107,node_2:107,node_id:105,nodeattr:52,nodeentri:52,nodefil:106,nodesep:52,nohup:105,nois:[8,34,50,105,124],noise_dim:124,noisi:[8,50],non:[8,21,34,47,48,82,97,98,107,113],none:[1,2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,32,43,50,52,53,63,64,65,69,71,76,83,86,94,104,125,126],noneedtran:58,nonlinear:[20,97],nor:95,norm:[9,50,62,124],norm_by_tim:8,normal:[2,4,8,9,14,20,67,94,97,105,108,113,123,124,125],normzal:125,notat:8,note:[2,4,6,8,9,11,15,18,21,28,29,32,37,38,42,59,66,72,77,84,85,88,89,98,99,100,103,105,107,113,115,118,123],notebook:[42,89],noteworthi:48,noth:[5,28,55,71,81,95,113],notic:[8,48,66,78,94,96,97],notif:96,notin:85,notingradi:98,notion:86,notori:30,now:[2,13,31,33,34,50,59,62,67,75,77,78,79,81,107,113,118,124],np_arrai:13,nproc:95,nullptr:[58,78,81,97],num:[8,9,105,113,126],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,52],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[105,112,113],num_group:8,num_hidden:52,num_input:96,num_neg_sampl:8,num_p:[73,76],num_parameter_serv:29,num_pass:[28,108,112,113,115,126],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:82,num_shard:36,num_step:86,num_train:[73,76],number:[2,7,8,9,13,14,15,21,32,34,36,43,67,72,75,77,83,86,95,97,102,105,107,113,123,125,126],numchunktyp:7,numdevices_:115,numer:[8,98],numeric_grad:30,numerical_grad:30,numlogicaldevices_:115,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,36,47,50,71,72,88,98,124,125],numreal:37,numsampl:103,numtagtyp:7,numtimeout:38,nv_:33,nv_gpu:95,nv_librari:33,nv_test:33,nvcc:[33,47,48],nvidia:[47,48,62,66,84,89,95,103,113],nvlink:66,obei:7,obj:[2,125,126],object:[2,4,6,8,9,13,21,28,29,37,43,50,52,60,65,71,76,77,79,81,99,103,124,125,126],observ:[8,97,103],obtain:[21,41,67,126],obviou:62,obvious:[33,102],occupi:47,occur:[14,28],occurr:32,oct:108,odd:8,off:[61,88,89,95,105,117,118,119,121],offer:[4,32,76,77,83],offici:[8,33,96,100,107,117],offlin:[34,36,121],offset:[8,37],often:[8,37,52,62,96,102,105,126],ograd:97,old:[30,39,41,64,77,113],older:[48,117],omega:79,omit:126,omp_num_thread:102,ompi_comm_world_rank:105,on_init:2,onc:[2,8,34,38,43,48,51,67,73,75,96,97,100,107,126],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,32,34,37,38,39,41,42,43,44,47,48,49,50,52,54,55,58,59,62,63,64,65,66,67,68,69,70,71,72,73,76,77,78,81,82,84,85,86,89,95,96,97,98,104,106,107,108,109,113,115,121,123,124,125,126],onehotcrossentropyopkernel:98,ones:[49,50,77,96,98],onli:[1,2,4,7,8,9,11,15,21,26,28,29,30,31,33,37,38,39,40,41,42,43,44,46,47,48,50,51,58,63,64,65,66,68,71,73,75,76,77,82,83,84,85,86,88,90,91,94,95,97,98,99,100,103,107,108,112,113,115,118,121,123,125,126],onlin:[8,10,34,36,72],only_cpu:30,onnx:48,onto:[21,73,75,107,109],op_:98,op_check:98,op_class:[77,83],op_desc:[54,70],op_info:104,op_kei:58,op_maker_class:[77,83],op_proto:83,op_registri:104,op_test:98,op_typ:[77,98],op_unique_kei:58,opattrcheck:98,opcreat:83,opdesc:[32,51,69,70,71,77,78,83,87],opdescbind:[54,78],opdescbuild:32,open:[2,8,15,29,36,48,50,57,72,96,102,105,107,125,126],openbla:[88,89,117],opencv:15,openmp:102,openmpi:105,opensourc:66,oper:[8,9,13,15,20,21,23,26,30,32,43,44,47,48,50,51,52,54,55,63,64,65,66,70,73,74,76,79,81,84,85,87,94,96,97,99,103,104,107,113,117,123],operand:[21,47],operator_grad:30,operatorbas:[32,49,77,78,83,98],operatorwithkernel:98,opinfo:[54,77,78],opinfomak:54,opinfomap:78,opkernel:99,opkernelkei:77,opkerneltyp:62,opmak:83,opproto:98,opprotoandcheckermak:[78,98],opprotomak:[83,98],opregist:83,opregistri:83,ops:[23,30,31,32,33,51,52,67,69,70,71,77,84,98,121],ops_:32,ops_test:33,opt:[29,65,70,76,83,88],opt_op_list:65,optest:98,optestmeta:98,optim:[2,6,16,27,28,30,31,50,66,67,68,69,73,74,75,76,77,79,82,97,102,103,104,105,117,119],optimis:65,optimize_op_attr:71,option:[2,7,8,18,21,25,29,33,50,55,59,69,70,71,77,82,83,87,95,97,102,105,106,115,117,118,121],optmization_op_list:65,opts_np:70,optyp:[54,83],opwithkernel:[82,85],order:[2,8,9,13,15,21,28,31,51,59,72,79,86,88,97,102,105,107,108,113,121,124,125,126],ordereddict:28,oregon:107,org:[7,8,9,14,20,36,45,50,89,124],organ:[7,8],orient:83,origin:[1,2,8,9,13,14,21,30,47,50,81,86,96,99,124],other:[2,7,8,9,13,21,23,32,34,39,46,47,48,54,58,62,63,67,70,79,81,83,84,85,88,94,95,96,102,104,105,107,108,115,117,118,119,121,123,124,125,126],otherchunktyp:7,otherwis:[1,8,13,14,15,21,28,29,31,34,39,41,50,54,58,72,94,96,106,115],our:[29,31,33,50,54,62,66,67,73,75,81,86,88,91,94,95,96,97,102,107,108,117,123,126],out:[8,21,28,29,32,33,38,41,48,52,58,63,64,71,73,85,92,94,98,99,102,103,107,108,109,113],out_dir:107,out_fals:21,out_left:8,out_mem:94,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,out_tru:21,outer:8,outgrad_:57,outlier:8,outlin:114,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[4,5,6,7,9,11,13,21,25,28,29,30,31,32,36,41,46,48,49,50,51,52,53,54,58,59,63,64,67,69,70,71,72,73,75,77,78,81,82,83,84,85,86,88,94,95,96,97,98,99,102,103,105,108,113,115,117,123,124,125,126],output_:[8,57,97],output_all_step:63,output_dim_idx:21,output_dir:125,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,92,125],output_max_index:11,output_mem:[8,94],output_mod:25,output_nam:30,output_num:63,output_path:36,output_s:21,output_seg:86,outputbuff:37,outputgradi:78,outputh:8,outputw:8,outsid:[2,8,9,73,81],outter_kwarg:2,outupt:86,outv:97,outval_:57,over:[1,8,9,21,28,29,48,66,67,86,96,97,103,126],overal:[50,67,96,121],overfit:[21,79],overhead:103,overlap:[7,8,97],overlap_threshold:[7,8],overload:[47,55],overrid:[32,34,46,58,76,84,97,98,99],overview:[38,39,40,84],overwhelm:96,overwrit:[46,105],own:[8,31,39,41,44,52,54,65,66,67,73,76,79,83,98,105,106,107,117,118],owner:[95,96],paam:15,pack:[86,117],packag:[2,13,14,38,42,49,57,80,88,89,96,98,102,107],pad:[9,21,58,126],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:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,32,33,34,36,42,46,49,50,53,56,57,58,59,60,61,63,64,68,69,73,76,77,79,83,84,86,88,89,91,92,94,95,96,97,98,100,102,103,104,105,106,107,108,109,113,115,117,121,124,126],paddle_begin_init_param:39,paddle_dir:98,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:[32,58],paddle_enforce_eq:[98,99],paddle_error:[60,61],paddle_exampl:42,paddle_finish_init_param:39,paddle_get_param:39,paddle_gradi:39,paddle_init_num_gradient_serv:105,paddle_init_param:39,paddle_init_port:105,paddle_init_ports_num:105,paddle_init_ports_num_for_spars:105,paddle_init_pserv:105,paddle_init_trainer_count:105,paddle_init_trainer_id:105,paddle_init_use_gpu:105,paddle_job:42,paddle_manylinux_devel:88,paddle_matrix:[60,61],paddle_matrix_cr:61,paddle_matrix_get_shap:60,paddle_matrix_shap:60,paddle_new_etcd_pserver_cli:39,paddle_new_pserver_cli:39,paddle_on_cloud:42,paddle_output:108,paddle_paramet:39,paddle_pserver2:106,paddle_pserver_cli:39,paddle_pserver_client_releas:39,paddle_root:123,paddle_save_model:39,paddle_send_grad:39,paddle_source_root:123,paddle_train:[61,80,106],paddle_with_mkldnn:62,paddlepaddl:[1,2,4,8,9,13,14,15,28,33,34,36,39,40,41,42,45,46,49,50,51,53,55,59,63,64,65,68,71,72,76,77,81,86,87,90,92,94,95,96,97,98,102,103,105,106,109,110,111,120,121,122,125,126],paddlepaddle_gpu:91,paddlepaddlebook:89,paddlepadl:2,paddpepaddl:2,page:[96,107],pain:76,pair:[7,23,25,31,32,51,65,73,77,85],pairwis:8,pakcag:33,palceholder_just_ignore_the_embed:123,paper:[8,20,21,50,123,124,125],para:37,paraconvert:123,paradigm:[44,77],paragraph:63,paragraph_data:63,paragraph_out:63,parallel:[66,73,75,77,85,95,103,105,107,108,113,115],parallel_nn:[6,112,113],paralleldo:74,param:[6,8,9,13,21,23,30,32,39,68,71,84,99],param_attr:[8,9,21,22,37,71,94],param_config_proto:39,param_initi:21,paramattr:[6,8,16,21,94],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,23,25,27,30,31,32,33,35,37,41,44,46,48,50,51,52,54,59,63,65,66,69,72,73,74,81,83,85,86,88,92,96,97,99,101,104,106,115,118,124,126],parameter_block_s:[112,113],parameter_block_size_for_spars:[112,113],parameter_learning_r:6,parameter_list:[23,31,65],parameter_nam:[28,29],parameter_serv:29,parameter_valu:37,parameterattribut:[6,8,9,37],parameterclient_:37,parametermap:97,parametermutex_:37,parameters_:97,parameters_and_grad:[23,65],parameterserver2:37,parameterset:29,parameterupdat:68,parameterupdater_:37,parametr:8,params_grad:65,paramt:[107,123],paraphrase_data:123,paraphrase_model:123,paraspars:97,parent:[32,69,71,77,97],parent_:[32,81],parent_idx:71,parenthes:77,pars:[4,13,14,33,52,95,107,115,124],parse_config:[4,124],parser:13,part:[2,7,8,21,31,32,41,48,58,59,69,71,73,84,94,97,102,103,105,121,124,126],parti:[95,103,117,118,119],partial:[8,28,124],partial_sum:8,particip:98,participl:123,particular:[51,59,77,85,103],particularli:20,partit:[34,36,73,75,77,105,107],pass:[2,8,18,21,26,28,31,32,34,43,48,50,59,65,67,68,70,71,72,77,79,81,85,86,96,97,103,105,106,107,108,113,124,126],pass_gener:8,pass_id:28,pass_idx:72,pass_test:124,passtyp:97,password:109,past:[29,89,92,107],patch:45,path:[1,2,7,13,14,15,28,34,38,39,42,64,72,88,89,105,107,108,113,115,117,118,119,123,125,126],path_to_paddlepaddle_working_directori:100,pattern:[14,34,60,67,79,107],paus:[34,41],pcie:66,pdf:9,peer:66,pem:[29,36,107],pend:[34,38],peopl:95,pep425tag:91,pep8:96,per:[7,8,14,15,21,34,39,66,67,72,79,98,113,126],percal:102,perf_test:102,perfom:[113,115],perform:[1,8,9,20,21,30,39,43,47,48,50,66,68,72,73,77,79,84,85,94,95,97,98,101,105,112,117,118,119,124,126],perftool:102,period:[1,34,41,76,113,126],permiss:107,permut:21,peroid:[8,15],persist:[21,44,82,87,107],persistentvolum:107,persistentvolumeclaim:107,person:[7,29,55],perspect:[77,103],perturb:[30,97],peter:76,pex:121,pfs:[36,46,76],pfsclient:36,pfspath:46,pgp:107,phase:[21,58,64,66,67,72,78,121],philosophi:[67,79],photo:50,physic:[118,121],pick:[2,21,107,118],pickl:[105,109],pictur:[66,126],piec:[8,9,99],pil:[15,105],pillow:42,ping:96,pip:[80,88,90,92,96,100,102],pipe:13,pipelin:43,piperead:13,pivot:58,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,21,31,32,34,41,44,55,58,66,73,75,77,85,97,99,103,104,125],place_:[55,62,84,85],placehold:[50,84,99,123],placement:75,plain:[1,7,8,13,42,59,61,62],plan:[34,58,77,97,117],platform:[32,58,62,84,91,96,98,99,104,107,117,118,119],pleas:[2,4,6,8,9,10,15,21,29,34,38,39,40,52,62,63,71,72,76,77,84,87,88,89,91,94,95,96,97,98,99,100,102,105,107,117,118,119,122,123,126],plot:29,plu:[8,30],plug:[66,67],pne:98,png:125,pnpairvalidationlay:113,pnpairvalidationpredict_fil:112,pod:[36,42,107,108],pod_nam:107,point:[21,32,34,42,47,58,66,76,84,95,96,98,99,102,103,117,121],pointer:[32,39,48,52,62,71,77,81,84,99],polar:14,polici:107,pollut:41,polyak:67,ponit:52,pool3:97,pool:[2,9,21,27,74,126],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:[9,126],pooling_typ:[8,126],poolingtyp:11,pop:[32,44],popul:39,popular:[33,50,52,125],port:[33,102,105,107,108,112,113],port_num:112,portabl:52,portal:100,ports_num:[105,113],ports_num_for_spars:[37,105,112,113,115],pose:34,posit:[2,7,8,9,126],positive_label:7,possibl:[29,32,38,71,75,79,103,124],post:[42,45],postpon:79,potenti:[47,103],power:[47,66,99,121,126],ppo_workspac:100,pprof:102,practic:[94,97],pre:[2,8,9,14,29,39,55,88,96,107,108,117,119,123],pre_activ:71,pre_bia:71,pre_dictandmodel:123,pre_stat:[63,86],preambl:71,precis:[7,43,47,67,88],precision_evalu:7,precompil:44,pred:[52,126],predetermin:[8,113],predic:14,predict:[2,3,7,8,21,28,73,79,92,94,113,123,126],predict_fil:113,predict_lay:28,predict_output_dir:[112,113,126],predict_sampl:4,predicted_label_id:126,prediction1:28,prediction2:28,prefer:[48,55],prefetch:[37,97],prefix:[7,9,34,36,64,107],pregrad:97,premodel:123,prepand:71,prepar:[4,30,42,68,94,110,126],prepend:71,prepend_oper:71,preprocess:[14,15,86,108],present:[29,31,32,86,125],preserv:46,press:20,prev_batch_st:[112,113],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[1,10,21,29,34,38,41,79,102],preview:[77,100],previou:[8,9,21,28,31,34,46,63,64,75,97,102,107,113],previous:[8,108,125],previous_memori:32,price:[14,77,92],prim:58,primari:[48,51],primarili:[67,79],primer:96,primit:[47,57,58,66,86],primitive_desc:58,primitivedesc:58,principl:[29,33,62],print:[6,28,29,48,52,73,91,92,102,109,113,123,126],print_graphviz:52,printallstatu:103,printer:7,printstatu:103,priorbox:8,prioriti:77,prite:7,privat:[32,61,71,81,82,83,84,86,96,99],privileg:[95,107],pro:66,prob:[7,28,92,124],probabilist:[8,123],probability_of_label_0:126,probability_of_label_1:126,probabl:[7,8,21,28,64,89,94,96,125,126],problem:[4,8,29,30,33,41,48,50,51,67,77,79,91,95,126],proc:89,proc_from_raw_data:126,proce:[13,34,72,89,107],procedur:[32,59,99,118,123],proceed:20,process:[1,2,4,6,8,9,13,21,29,31,32,36,37,38,41,43,44,48,52,57,59,66,73,79,83,94,96,102,105,106,107,108,113,115,123,125,126],process_num:13,process_pr:126,processdata:125,processor:[47,103],produc:[8,9,13,21,34,48,52,72,125,126],product:[8,9,21,42,48,97,107,108,126],productgraph:108,prof:102,profil:[16,46],proflier:103,program:[1,13,18,20,21,25,29,31,36,39,41,44,51,53,65,66,72,73,76,77,81,102,103,106,113],programdesc:[44,48,59,70,71,76,78],programm:[48,71,73],progress:[34,38,113],proivid:2,proj:8,project:[8,9,42,61,94,97,98],promis:[8,9,64],prompt:[46,48],prone:29,prop_kind:58,propag:[8,10,31,48,67,98,113,115],proper:[55,105],properli:[55,95,126],properti:[2,52,79,113],propos:[32,48,64,65,66,67,74,75,86],proprietari:57,protect:[47,83,97,98],proto:[11,55,59,62,69,77,83,87,98],proto_:83,protobuf:[28,32,42,44,48,51,52,59,69,71,77,78,83],protoc:[117,119],protocol:[7,104,113,121],prove:126,provi:105,provid:[8,14,21,29,32,39,42,43,44,47,48,50,52,54,55,66,67,71,76,79,83,84,86,89,92,99,102,103,105,106,107,117,118,121,123,124,125],providermemory_threshold_on_load_data:112,provis:[107,121],provod:2,prune:[8,32],ps_desir:34,pserver:[28,37,39,40,42,77,105,107,112,113],pserver_addr:39,pserver_cpu:42,pserver_id:35,pserver_mem:42,pserver_num_thread:[37,112,113],pserver_spec:28,pserverstart_pserv:112,pseudo:[29,31,42,78,86],pseudocod:86,psize:97,ptr:[61,84],pub:109,pull:[33,77,80,96,123],purchas:126,purpos:[8,34,55,73,75,103],push:[32,44,48,96],push_back:97,put:[33,34,37,58,71,75,84,97,108,117,126],pvc:107,pwd:[88,89,95,100,117],pxe:121,py_paddl:[4,124],pybind:[32,47],pydataprovid:[1,2,126],pydataprovider2:[3,4,126],pypi:91,pyramid:8,pyramid_height:8,python2:102,python3:91,python:[1,2,3,21,28,29,32,40,43,44,48,49,50,51,52,55,60,64,68,77,80,84,86,88,89,91,92,94,95,96,100,104,105,109,123,124],pytorch:48,qualcomm:47,qualiti:126,queri:[7,8,107],query_id:7,question:[8,29,75,83,107],queue:75,quick:[52,113],quick_start:[42,107,108,110,126],quick_start_data:108,quickli:[64,71,77],quickstart:108,quit:[64,103],r14b:117,r_t:8,rais:[13,21,52,105],rajathkmp:50,ran:[75,103],rand:[50,103,113,115,124],random:[2,6,8,13,20,21,36,50,62,68,71,72,98,105,113,124],random_crop:15,random_imag:36,randomli:[15,21,41],randomnumberse:112,rang:[2,8,13,20,21,36,47,50,72,73,76,83,96,113,115],rank0:66,rank1:66,rank:[8,21,29,86,99,107,125,126],rank_tabl:21,rankdir:52,ranktabl:21,rapid:78,rare:2,raspberri:120,raspberry_pi:119,raspberrypi:119,raspbian:119,rate:[6,7,8,9,10,14,39,97,126],rather:[4,31,42,50,86,107],ratio:[8,113],raw:[8,59,126],rdma:113,rdma_tcp:[112,113],reach:[34,66,103],read:[1,2,13,15,21,28,29,31,34,36,48,72,73,75,77,86,89,94,95,100,105,107,117,121,125,126],read_from_realistic_imag:29,read_from_rng:29,read_lock:35,read_minibatch:48,read_mnist_imag:29,read_ranking_model_data:29,readabl:[77,102],reader:[0,14,28,36,47,50,51,69,73,76,102,105],reader_cr:36,reader_creator_bool:72,reader_creator_random_imag:[13,72],reader_creator_random_image_and_label:[13,72],readi:[34,107,108,121],readlockguard:37,readm:61,readonesamplefromfil:2,readwritebuffer_:37,readwritemani:107,real:[2,8,21,37,50,72,105,124],realist:29,realiz:[32,62,63],realli:[48,79],reason:[9,29,30,34,48,96,108],recal:7,receiv:[34,42,63,75],recent:67,reciev:113,recognit:[2,8,125],recommand:2,recommend:[1,9,29,88,89,90,94,96,97,100,105,106,113,117],recompil:103,record:[13,38,58,83,107],recordio:[13,14,29,36,38,73,76],recov:[34,86,124],recover:77,recoveri:38,rectifi:[8,20],recurr:[56,63,81],recurrent_group:[9,94],recurrent_lay:9,recurrent_op:86,recurrentgradientmachin:[61,64,86],recurrentgroup:7,recurrentlay:[56,113],recurs:[31,32,33,46,77],recv:[66,73,75,107],recvparametertyp:37,red:[50,102],redirect:13,reduc:[8,21,47,66,75,77,89,96,102,106,113,115],reduce_by_kei:77,reduce_mean:50,refactor:[51,64,67,68,71,73,75,79,86],refer:[1,4,6,8,9,10,15,20,21,25,30,32,34,38,39,40,47,52,58,62,63,66,69,71,77,79,81,84,86,87,88,89,94,95,97,98,99,108,117,118,123,126],referenc:38,reffer:21,reflect:38,reformat:96,refrain:98,reg:83,regard:121,region:[8,81,103],regist:[62,78,84,85,97,103],register_gpu_profil:103,register_lay:97,register_op:[49,77,78,83,98],register_op_cpu_kernel:[84,98],register_op_cuda_kernel:[84,98],register_op_without_gradi:[77,98],register_oper:[54,78],register_tim:37,register_timer_info:103,registerop:83,registr:[98,104],registri:[42,54,84,108,121],regress:8,regular:[6,16,21,23,31,97,107,126],regularization_coeff:26,reinforc:76,reiniti:58,rel:[1,9,30,41,79,98,117],relat:[2,34,41,42,47,62,81,85,96,102,108,118,119,121],relationship:[78,84,124],releas:[76,80,107,117,118,119],relev:98,reli:[30,64,65,67,79,98,102],reliabl:[34,79],relu1:52,relu2:52,relu:[8,21,50,52,97],relwithdebinfo:102,remain:[86,126],rememb:[8,96],remind:[62,84],remot:[6,33,37,77,96,97,107,113,115],remote_ess:76,remote_sess:76,remoteparameterupdat:[37,40,113],remov:[13,31,46,48,64,96,113,117,118],ren:20,renam:[31,46,47,91],reorder:58,reorder_primit:58,reorgan:8,repeat:[32,51,69,70,82,83,87,102],repeatedli:51,replac:[33,38,54,67,76,78],repli:96,replic:73,replicaset:42,repo:[33,96,100,119],report:[38,47,48,73,103],reportdataset:38,repositori:[8,100,117],repres:[2,4,8,9,21,31,32,38,48,52,59,62,64,67,71,75,76,77,79,82,84,86,87,94,97,107,126],represent:[8,21,39,50,51,62,64,73,82,126],reproduc:95,request:[33,34,37,41,73,77,80,96,107,108,121,123],requir:[1,7,8,23,29,31,34,39,41,42,46,47,52,57,63,67,69,70,73,75,77,79,82,83,87,91,95,96,97,98,100,105,107,108,117,119,121,124,126],res5_3_branch2c_bn:125,res5_3_branch2c_conv:125,research:[14,48,73],reserv:[2,21,46],reserveoutput:97,reset:[8,18,34,43],reset_program:[18,43],resetingrad:57,resetinvalu:57,resetoutgrad:57,resetoutvalu:57,resetxxx:57,reshap:[30,72,99],reshape_s:8,resid:95,residu:125,resiz:[15,37,84,98,99],resize_s:15,resize_short:15,resnet_101:125,resnet_152:125,resnet_50:125,resolv:[33,96,108],resourc:[44,66,76,84,107],respect:[2,30,47,50,63,94,97,113,125],respons:[8,37,43,50,66,67,68,79,107,108],rest:[2,8,21,32,42,45,85,121],restart:[34,39,107,108,121],restartpolici:[107,108],restor:[30,67],restrict:[79,81,102,113],result:[4,5,7,8,21,25,28,30,31,38,43,50,51,52,59,64,65,66,68,73,98,99,102,103,104,107,113,125,126],result_fil:7,resum:41,retain:99,retran:107,retriev:[32,64,81,95,97,102,108],retriv:105,return_op_list:23,return_seq:9,reuqest:80,reus:[32,41,64,72,77,97,98],rev:95,revamp:73,reveal:[29,102],revers:[8,9,31,94],review:[14,108,126],reviews_electronics_5:108,revis:126,rewrit:[33,98],rgb:[8,15],rho:10,rid:48,right:[2,8,30,31,32,33,42,43,77,79,96,125],ring:66,risk:31,rkt:[42,95],rmsprop:[67,126],rmspropoptim:67,rnn:[8,9,32,48,50,64,71,77,81,101,112,126],rnn_bias_attr:94,rnn_layer_attr:94,rnn_out:94,rnn_output:86,rnn_step:8,rnn_use_batch:[56,112,113],rnnalgorithm:64,rnnlm:14,rnnstep:86,roadmap:86,robust:[8,20],rocmplac:62,roi:8,role:[14,29,38,39,66,73,107],rollback:71,root:[10,11,31,66,107,108,118],rot:8,roughli:[2,124],round:[47,66],routin:[47,57,66],row:[4,7,8,13,21,37,97,125],row_id:8,rows_:82,rpc:38,rpcserver:38,rpi:119,rpi_arm_neon:119,rpi_toolchain:119,rsize:107,rtk:121,rtype:13,rule:[7,21,31,48,51,73,97,107],run:[29,30,31,32,33,34,42,43,47,48,49,50,51,52,58,62,63,65,66,67,69,70,73,74,75,76,77,81,82,84,85,90,91,92,95,96,97,99,100,102,103,105,106,107,109,110,111,113,117,118,119,121,123,125,126],run_test:88,runinitfunct:103,runnabl:75,running_on_cloud:42,runserv:100,runtim:[1,2,25,32,54,63,76,77,87,89,106,117],runtime_table_:32,s_block:31,s_param:124,s_recurrent_group:94,sacrif:1,safe:42,sai:[8,51,53,72,73,95,113,115],said:48,sake:97,same:[2,4,7,8,9,20,21,28,29,30,38,39,41,49,50,52,55,63,64,66,71,73,76,77,78,81,85,86,88,94,98,99,106,107,115,123,126],samping_id:8,sampl:[2,4,7,13,14,21,43,50,83,89,105,106,113,115,123,124,125,126],sample_dim:124,sample_id:7,sample_num:7,sampler:50,satifi:7,satisfi:[33,58,82,91,107,126],save:[2,8,13,28,34,36,38,39,42,51,52,59,67,73,82,87,95,105,107,108,113,115,125,126],save_dir:[108,113,115,124,126],save_only_on:[112,113],save_parameter_to_tar:28,saving_period:[112,113],saving_period_by_batch:[112,113,115,126],saw:2,scalabl:77,scalar:[2,8,21,31,32,53,86],scale:[5,20,67,73,75,78,83,98,105,125],scaleop:98,scaleopmak:[77,98],scalingproject:8,scan:[31,38,77],scatter:[8,31,66],scenario:[64,112],scene:112,schdule:107,schedul:[38,42,75,107,124],scheduler_factor:6,schema:123,scheme:[7,10,37,79,98],scope:[30,44,74,76,104],score:[7,8,21,64],scp:109,scrip:126,script:[4,14,66,88,95,98,105,106,107,109,117,125,126],sdk:118,search:[8,34,81,88,94,113],second:[2,8,21,29,46,48,50,52,63,64,69,70,72,81,83,98,106,123,125,126],secret:107,section:[2,31,48,71,75,94,96,97,102,107,126],see:[2,4,8,9,21,29,31,34,47,48,71,76,96,98,99,102,103,107,123,124,125,126],seed:[20,21,103,113],seem:[33,47,48,91],seen:[79,98],segment:[7,63,86,99],segmentor:123,sel_fc:8,selcet:8,select:[8,21,64,107],selected_generation_scor:64,selected_id:[8,64],selected_indic:8,selected_row:[82,87],selected_rows_desc:[82,87],selected_scor:64,selectedrow:[54,87],selectiv:8,selector:108,self:[30,43,50,52,56,57,59,65,71,86,97,98],selfnorm:8,semant:[14,29,64,80],semat:29,send:[34,39,55,66,73,75,77,83,87,96,105,107,113],send_back_parameter_typ:37,sendbackparameterspars:37,sendbackparametertyp:37,sendparameterrequest:37,sendparameterrespons:37,sens:[67,79,96,102],sensit:8,sent:[29,39,73,77,83,108],sentenc:[2,8,14,48,63,64,86,94,126],sentence_input:86,sentiment:[2,126],sentimental_provid:2,separ:[2,7,21,25,39,49,67,73,78,79,105,113,123,126],seper:86,seq:[8,14],seq_len:86,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:123,seq_typ:[2,13],seqtext_evalu:7,seqtoseq:[8,123],seqtoseq_net:[8,123],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,32,44,48,51,56,65,69,86,96,97,123,126],sequence_conv_pool:126,sequence_group:8,sequence_nest_group:8,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,32,94,126],seri:[9,91],serial:[2,28,32,38,59,68,77,87],serializ:77,serv:[47,73,77,86,89,103,105,107,124],server:[29,33,37,40,41,48,66,73,77,88,97,106,112,121],serverless:34,servic:[102,105,121],sess:[50,52,65,76],session:[52,65,70,103],set:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,31,34,42,50,54,58,62,63,64,70,71,77,78,81,84,86,88,94,95,96,97,98,99,100,101,102,103,105,106,107,108,112,113,115,118,119,123,125,126],set_active_typ:97,set_default_parameter_nam:6,set_drop_r:97,set_float_el:30,set_input:8,set_siz:97,set_typ:97,setdatatyp:82,setdefault:98,setp:107,setq:95,settup:97,setup:[2,67,73,80,97,98,121,126],sever:[2,7,8,30,37,50,62,63,64,66,68,71,82,84,86,88,105,106,107,115,126],sexstant:121,sgd:[23,28,29,34,42,67,68,73,75,76,82,104,105,124],sgd_optim:104,sgdasync_count:112,shall:[31,33],shaoq:20,shape:[7,8,13,18,21,28,30,31,32,50,53,62,63,69,71,76,77,82,84,98,99,104,125],shard:[34,35,36,37,38,39,41,73,75,105,107],share:[8,21,33,50,61,68,71,77,79,84,86,95,98,103,113],shared_bia:9,shared_bias:8,shared_librari:33,shared_ptr:[58,60,61,81,84,99],shell:[89,107,125],shift:[8,125],shorten:8,shorter:[15,125],should:[2,4,6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,32,39,42,43,47,48,49,50,54,55,58,62,63,64,65,67,68,69,72,73,77,78,79,82,83,85,86,87,92,94,98,100,106,107,117,126],should_be_fals:29,should_be_tru:29,should_shuffl:2,show:[4,7,10,31,32,34,46,48,53,59,63,66,67,69,86,91,95,99,105,107,108,113,123,125,126],show_check_sparse_distribution_log:[112,113],show_layer_stat:[112,113],show_parameter_stats_period:[108,112,113,115,126],shown:[2,8,29,43,66,73,94,97,99,103,107,124,125,126],shrink:97,shrink_rnn_memori:21,shuffl:[2,13],sid:107,side:[8,28,43,68,99,105,125],sig:107,sigint:106,sigmod:83,sigmod_op:83,sigmod_output:83,sigmoid:[8,22,32,76,83,86,97],sigmoidactiv:9,sign:[45,59,107],signal:106,signatur:107,signific:103,similar:[8,21,32,44,48,64,67,72,73,75,77,79,84,85,86,98,102,107,121,126],similarli:[8,13,48,98],simpl:[1,2,5,7,8,9,13,14,23,28,47,51,52,63,67,69,75,79,81,83,86,103,113,126],simple_attent:94,simple_gru:[94,126],simple_lstm:[8,126],simple_rnn:[8,94],simple_transform:15,simpler:68,simplest:107,simpli:[1,8,15,29,39,89,92,94,103,123,125],simplifi:[29,64,71,83,97,108],simul:[48,118],simultan:107,sinc:[8,9,34,38,40,41,48,54,58,62,67,72,73,74,76,78,79,86,99,103,107,118,121,124,126],sincer:96,singl:[2,7,9,13,21,31,34,43,47,55,66,73,75,76,77,81,88,92,97,102,105,108,125,126],singleton:74,sinlg:28,sit:73,site:[33,102,107],situat:[70,85],six:123,size:[2,7,8,9,13,14,15,21,28,34,36,37,39,47,50,59,64,67,71,72,73,76,82,83,84,86,89,92,94,97,98,99,104,113,117,118,119,124,125,126],size_a:8,size_b:8,size_in_byt:58,size_t:[37,84,86,97],sizeof:[32,123],skip:[31,72,96,106,107,125],sliceproject:8,slide:[8,10,14,34],slight:48,slightli:50,slope:8,slopeinterceptlay:8,slow:[2,103],slowli:[95,102],small:[2,8,14,30,50,57,64,96,97,113],small_messag:[112,113],smaller:[21,30,34,47,64,96],smart:81,smooth:8,snap:108,snapdragon:47,snapshot:[35,41,107],snippet:[49,65,94,97,103,107,126],sock:42,sock_recv_buf_s:[112,113],sock_send_buf_s:[112,113],socket:113,soft:21,soft_label:21,softmax:[8,9,21,29,32,48,52,53,64,69,73,75,76,94,97,123,126],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:126,softmaxoutput:52,softwar:[47,103,121],solid:50,solut:[66,121],solv:[29,31,77],some:[2,6,8,13,15,21,28,29,31,32,33,37,38,39,41,42,47,49,50,51,55,58,62,63,64,65,69,70,71,72,75,77,78,81,84,85,86,96,97,98,99,103,105,107,112,113,115,117,118,119,121,124,126],some_c_api_funct:61,some_inst:61,some_op:[54,63,86],some_python_class:60,somecppclass:60,somedata:28,somegotyp:60,someth:[2,31,37,71,95,96,102],sometim:[8,72,95,103],somewhat:39,somewher:81,soon:34,sophist:97,sort:[8,14,21,86,102,107,113],sort_by_length:86,sourc:[8,14,30,33,46,48,50,57,59,61,64,72,77,94,95,102,105,107,108,118,123,126],source_dict_dim:[64,94],source_dict_s:64,source_language_word:[64,94],space:[7,8,47,71,75,79,94,95,103],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,21,37,97,99,105,107,113,126],sparse_binary_vector:[2,13,126],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:97,sparseprefetchrowcpumatrix:97,spatial:8,spatial_scal:8,speak:94,spec:[107,108],specfii:113,special:[8,21,31,39,47,54,62,64,65,73,98,123,126],specialvartypeinfer:54,specif:[1,21,28,31,33,34,46,64,77,81,84,95,98,115,117,126],specifi:[1,2,7,8,18,21,29,30,37,38,39,42,43,44,46,50,59,71,73,74,76,81,83,86,89,94,95,96,97,99,100,102,107,113,117,118,124,125,126],speech:8,speed:[8,9,47,59,66,67,88,121],spefici:125,sphinx:[60,100],split:[2,8,13,41,48,53,64,74,77,86,105,107,115,123,125,126],split_count:[105,107],spread:31,sql:1,sqrt:[20,21],sqrt_x:21,squar:[8,10,11,21,52],square_error_cost:104,srand:113,src:[33,58,105],src_backward:94,src_embed:[64,94],src_forward:94,src_primitive_desc:58,src_root:4,src_word_id:[64,94],src_word_vec:64,srl:14,ssd:8,ssh:[107,108,109,119],ssh_server:106,sstabl:29,stabil:[8,30,98],stabl:[80,107],stack:[44,77,86,107,126],stackexchang:8,stage:[33,40,48,50,58,74,87,106,117],stale:[34,76],stamp:103,standalon:117,standard:[6,13,20,21,48,77,79,91,95,102,123],stanford:[14,30,108],star:33,start:[8,9,21,28,31,33,34,37,38,39,41,42,64,66,68,73,74,88,89,91,94,95,102,103,106,109,113,116,123],start_mpi_train:109,start_op_idx:31,start_pass:[112,113],start_po:8,start_pserv:113,startup:[21,34,42,48,107],startup_program:[18,21,23],stat:[103,113],state:[8,9,18,23,32,34,43,44,63,64,81,86,94,108,113,124],state_act:[8,9],statement:[48,51,97,107],static_cast:[58,99],staticinput:[8,94],statist:[8,18,20,43,113,126],statset:103,statu:[42,64,103,107,108],status:108,std:[28,33,37,52,54,55,58,60,61,70,77,78,81,83,84,85,97,98,99,113],stdbuf:105,stderr:106,stdout:[13,106],step:[4,8,9,11,21,23,30,32,34,39,43,48,50,51,56,64,67,68,71,73,75,77,83,86,88,89,94,96,97,102,103,105,107,108,109,117,119,121,126],step_gradi:31,step_id:86,step_input:86,step_net:32,step_output:86,step_scop:77,stepnet:[32,63,77,81],still:[31,38,41,48,73,78,91,99,125],stirng:71,stmt1482205552000:107,stmt1482205746000:107,stochast:[10,34,38,41,67,105],stop:[8,95,106,108,113],stop_gradi:21,storag:[45,47,105,107,108],store:[7,8,14,21,28,30,32,33,37,44,52,54,59,62,64,68,69,71,73,76,77,78,79,81,86,97,98,99,100,105,107,108,109,113,118,119,123,125,126],str:[15,18,21,28,31,42,86,115],straight:[69,72,82],straightforward:58,strategi:[2,11,34,71,75,113],stream:[13,58,84],stream_:84,streamid:25,street:8,strength:124,strict:[72,105],stride:[8,9,21,58,62],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[1,2,7,8,13,15,21,25,28,31,32,38,46,52,55,59,69,70,71,76,77,78,81,82,83,87,97,98,107,113],strip:[102,126],strongli:105,struct:[38,39,45,47,54,55,61,62,78,83,85],structur:[31,32,38,48,50,59,64,69,71,77,82,106,107,123,126],sts:107,stuff:96,stun:2,style:[2,8,77,83,88],sub:[7,8,13,29,31,41,50,63,66,68,71,73,94,97,117,126],sub_block:31,sub_nest_seq:8,sub_sequ:[2,8],subclass:[23,71],subcommand:46,subgradi:10,subgraph:[50,75],submiss:73,submit:[58,77,100,105,107,112,113],subnet0:107,subnet:[29,107],subobjectpath:108,subscript:21,subsequ:[8,66],subsequenceinput:8,subset:[21,97],substanti:125,succeed:[38,108],success:[8,39,107,108,125],successfulcr:108,successfulli:[98,125],successor:113,sudo:[95,107],suffer:30,suffici:113,suffix:[18,42,91,105],suggest:[8,33,96,103],suit:121,suitabl:[82,113],sum:[8,10,31,32,35,54,71,74,94,97],sum_op:31,sum_x:21,sume:21,summar:[50,126],summat:21,sumopgradmak:78,sun:20,suppli:[21,82],support:[6,7,8,10,11,13,15,21,30,32,34,41,42,48,49,50,58,59,62,64,67,68,70,72,73,75,77,78,79,82,85,88,89,91,92,94,95,97,98,99,100,103,105,107,113,117,118,119,121],suppos:[9,21,33,49,82,97,126],suppress:[8,46],sure:[21,88,95,97,102,107],surpass:[8,20],sutibal:84,svs:83,swagger:45,swap_channel:125,swig:[4,40,60,61,88,117,118],swig_paddl:[4,124],switchop:32,sychron:66,symbol:[8,32,52,61,91],symbols_ready_:32,symbolt:[32,77],symlink:96,sync:[34,67,79,113,124],sync_with_cpp:102,syncflag:97,synchron:[34,38,58,66,105,107,113],syntax:[44,48,64,72],synthes:124,sys:125,sysroot:117,system:[32,33,34,39,41,45,49,50,57,73,75,88,89,91,98,100,102,105,108,117,126],t2b:123,tab:[91,126],tabl:[2,7,8,21,32,48,54,59,82,87,118,125,126],tablelookup:82,tablelookupgrad:82,tablelookupop:82,tableproject:8,tag:[7,14,89,94,105],tagtyp:7,tail:64,take:[2,4,7,8,9,13,21,28,29,31,32,33,34,41,44,47,50,51,53,54,58,62,67,69,70,71,72,77,78,84,85,86,88,94,95,96,97,98,102,103,105,107,108,124],taken:[2,8,52,62,73,86],talk:[39,119],tangl:102,tanh:[8,9,21,50,64,73,94,97],tanhactiv:9,tar:[15,28,107],tarbal:107,target:[8,14,21,23,28,31,32,33,44,50,52,65,70,73,76,77,88,94,98,117,118,119,123,126],target_block:31,target_dict_dim:94,target_dict_s:64,target_dictionary_dim:8,target_language_embed:8,target_language_word:94,target_link_librari:33,target_word:64,targetinlink:8,task:[2,7,8,59,64,73,83,94,115,123,125],task_queu:38,taskentri:38,taskqueu:38,tbd:[40,58],tcp:[107,113],teach:126,tear:103,technic:[31,34],techniqu:[21,94,97,102],technolog:[48,95],tee:108,tell:[34,38,39,64,83,89,103,117],templat:[49,58,83,84,98,99,108,121],tempor:[8,126],temporari:[18,31,42,44,67,71,122],ten:95,tensor:[21,30,33,47,48,50,52,54,55,58,59,62,63,64,74,75,76,82,85,86,87,98,104],tensor_array_read:86,tensor_array_s:86,tensor_array_stack:86,tensor_array_unstack:86,tensor_array_writ:86,tensor_data:59,tensor_s:30,tensor_test:33,tensor_to_check:30,tensorarrai:74,tensorarraydesc:86,tensordesc:[59,82],tensorflow:[32,48,50,53,73,75,79,86,99],term:[8,9,34,78,79],termin:108,tese:1,tessorarrai:86,test100:14,test10:14,test1:36,test:[1,2,8,13,14,15,21,28,29,30,33,52,61,67,72,76,80,92,95,99,103,104,105,109,112,123,125,126],test_:98,test_all_data_in_one_period:108,test_check_grad_ingore_i:98,test_check_grad_ingore_x:98,test_check_grad_norm:98,test_check_output:98,test_data_dir:105,test_fcgrad:97,test_gpuprofil:103,test_layergrad:97,test_list:[2,126],test_mkldnn:57,test_mklpack:56,test_mul_op:[88,98],test_norm:98,test_pass:[112,113,115],test_period:[112,113,115],test_recurrent_op:96,test_wait:[112,113],testa:29,testb:29,testbilinearfwdbwd:103,testcas:98,testconfig:97,testfcgrad:97,testfclay:97,testlayergrad:97,testmodel_list:112,testmulop:98,testq:29,testresult:28,testsave_dir:112,testutil:97,text1:46,text:[1,2,7,9,13,29,59,63,107,123,126],text_conv:126,text_fil:13,tflop:103,tftp:121,tgz:[14,91],than:[2,4,6,7,8,9,21,31,34,42,48,49,50,71,77,79,86,88,94,95,97,105,107,117,121,125],thank:123,the_step:48,theano:48,thei:[2,8,18,20,26,29,31,33,34,39,41,46,48,50,51,55,64,65,71,75,76,77,83,86,87,94,95,96,97,98,99,103,105,107,112,125],them:[1,2,7,8,9,15,29,30,31,33,34,37,42,48,49,54,55,64,72,75,77,78,81,82,83,85,86,87,95,96,98,100,103,107,112,113,125,126],themselv:[31,33],theori:[48,103],therefor:67,therein:[8,32],therun:125,theta:50,theta_d:50,theta_g:50,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,34,37,38,39,40,41,42,43,44,47,48,49,50,51,52,55,58,62,63,64,65,66,67,68,69,71,72,73,74,75,76,77,78,79,82,83,84,85,86,89,91,92,94,95,96,97,98,99,100,102,103,104,105,107,108,113,115,117,118,119,121,123,124,125,126],thin:54,thing:[2,50,73,77,84,103],think:[29,33],third:[8,34,52,98,102,103,117,118,119,125],third_parti:[8,57,117,118,119],thirt:95,those:[8,32,33,34,49,51,52,53,69,117,125],though:[86,121],thought:[33,103],thread:[74,97,102,103,113,115],thread_count:74,thread_local_rand_use_global_se:[112,113],thread_pool:74,threadblocks:25,threadid:115,threadloc:103,three:[2,7,8,30,31,34,43,47,48,51,58,64,65,68,69,72,84,113,117,124,125],threshold:[6,7,8,34,38,96,113],through:[4,8,31,33,34,38,40,43,65,67,76,94,97,98,100,103,104,105,118,123,124],throughout:[44,126],throughput:[103,105],thrust:77,thu:[2,8,21,41,43,52,97,107,122],tier:108,time:[2,8,9,11,13,21,28,29,30,33,34,38,41,48,49,54,56,62,63,64,66,71,72,73,75,77,78,82,83,86,87,88,94,95,99,102,103,108,113,115,121,126],timelin:[8,77,103],timeo:107,timeout:[34,38],timeout_sec:13,timestamp:[8,35],timestep:[2,8,81],tip:[117,118],titl:14,tls:45,tmp:71,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:28,toadapt:85,todo:[7,13,14,32,34,38,41,64,83],toend:8,togeth:[2,8,9,13,28,31,86,94],token:[7,8,29,94,123],toler:[28,30,88,98],too:[14,30,58,62,85,86],took:121,tool:[88,91,94,95,102,107,117,119],toolchain:[102,117,118],top:[7,21,28,63,64,98,125],top_k:[7,21,64],top_level_rnn:63,topic:58,topk_generated_scor:64,topk_id:64,topk_indic:21,topk_out:21,topk_scor:64,toplevel:95,topolog:[29,34,52,59,68,73,76],topoloi:52,topolopi:28,torch:[32,48],toronto:14,total:[21,28,34,43,66,72,75,102,103,105,108,121,123],total_pass:72,tottim:102,trace:[32,50],track:[34,38,52,71],tractabl:8,tradit:[8,32,47],traffic:73,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,21,31,32,36,38,39,41,43,44,48,50,51,56,59,66,67,68,69,70,76,77,79,82,84,87,94,97,101,103,110,111,112,118,125],train_conf:123,train_config_dir:107,train_data:105,train_data_dir:105,train_id:107,train_list:[2,105,125,126],train_loop:48,trainabl:[8,59,71],traindot_period:112,trainer:[2,4,29,35,36,37,38,40,48,56,57,67,68,73,75,77,97,106,113,115,124,126],trainer_config:[1,2,107,108,126],trainer_config_help:[2,97,126],trainer_count:[92,105,107,108,112,113,115],trainer_cpu:42,trainer_cr:42,trainer_gpu:42,trainer_id:[105,107,113],trainer_intern:37,trainer_mem:42,trainer_packag:42,trainerid:41,trainerintern:126,training_machin:124,trainingtest_period:112,trainonebatch:37,trainonedatabatch:124,tran:[58,85,97,113],trane:2,transact:[34,38],transfer:[1,2],transform:[8,9,15,21,77,85,94,97,99,124,126],transform_param_attr:9,transformed_st:9,translat:[8,9,48,123],translation_id:64,translation_scor:64,transpar:[64,106],transpil:48,transport:113,transpos:[8,15,97,124],transposedfullmatrixproject:8,travel:2,travers:[31,51],travi:96,treat:[8,32,39],treatment:[39,47],tree:[8,32,44,48,71,104,113,119],trg_dic_siz:64,trg_embed:[64,94],triain:1,trick:64,tricki:60,trigger:[41,68],trim:8,trivial:[2,64,86],trn:126,true_block:[32,53,69],true_imag:72,true_label:72,true_neg:43,true_posit:43,true_read:72,truth:[7,8,21,126],tst:126,tune:[6,101,102,126],tuninglog_barrier_abstract:112,tupl:[2,8,9,13,14,15,18,21,28,31,71,72],ture:8,turn:[8,21,71,72,89,124],tutori:[88,89,94,97,98,102,103,107,109,110,111,118,122,125,126],twice:[50,75],twine:80,two:[1,2,7,8,9,21,29,31,39,40,41,42,43,46,47,48,50,51,54,59,62,64,67,69,72,73,76,77,78,79,81,82,83,86,87,94,98,99,103,106,107,115,117,119,123,124,125,126],txt:[2,33,42,46,56,57,97,100,105,107,109,126],type:[2,7,8,9,11,13,14,15,18,21,23,28,29,31,32,34,37,38,41,42,45,46,47,54,55,58,59,60,61,63,64,69,70,71,72,77,78,79,82,83,84,85,87,92,94,95,97,99,105,107,108,113,115,118,125,126],type_nam:83,typedef:[39,47,60,61,62,84],typeid:83,typenam:[49,83,84,98,99],typic:[4,7,73,103,118],ubuntu:[80,91,92,102],ubyt:72,uci:14,uci_h:92,ufldl:[8,21],uid:108,uint16_t:47,uint32:[45,59],uint64:[59,60],uint64_t:60,unawar:39,unbalanc:113,unbound:94,unclear:41,uncreat:31,under:[33,38,66,75,85,88,89,99,100,105,106,107],underli:64,understand:[20,48,71,102,103,121,123],understand_senti:94,undeterminist:103,unidirect:8,unifi:[44,52,82,96],uniform:[6,8,13,20,36,50,71,72,113,124],uniform_random:71,uniniti:31,uniqu:[29,32,34,41,42,58,62,71,81,98,105,107,113],unique_nam:71,unique_name_gener:71,unique_ptr:[78,81,84,97],unit:[8,9,21,33,67,79,84,88,94,95,99],unittest:[61,96,98],unittestcheckgrad_ep:112,unk:[82,87,123],unk_idx:126,unknown:[8,21],unless:21,unlik:[8,64,98],unnecessari:[31,96],unordered_map:81,unpack:86,unrol:63,unseen:79,unseg:8,unsign:[39,47],unstack:86,unstack_from:86,unsupervis:50,unsupport:98,until:[34,39,48,74,75,81,107],unzip:117,updat:[6,8,10,23,31,34,38,39,45,47,50,63,64,65,66,67,68,73,81,86,91,97,102,105,113,115],update_equ:28,update_hook:6,update_memori:32,update_op:65,updatecallback:97,updatestack:107,upgrad:[66,91,122],upload:[34,42,45,80,105],upon:34,upper:8,upstream:96,uri:107,url:[13,14,96],usag:[1,2,7,8,9,15,28,47,53,68,98,103,105,118,123,124],use:[1,2,4,6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,32,33,34,40,44,47,50,52,54,55,58,62,64,65,66,68,71,73,74,75,76,81,82,83,85,86,87,88,89,91,92,94,95,96,97,98,100,102,103,105,107,108,113,115,117,118,119,123,124,125,126],use_cpu:55,use_cudnn:55,use_eigen_bla:117,use_eigen_for_bla:[117,118],use_etcd:28,use_global_stat:8,use_gpu:[92,105,108,112,113,115,124,125,126],use_mkl_pack:56,use_mkldnn:[8,55,57],use_nesterov:23,use_old_updat:[37,112,113],use_peephol:21,use_sparse_remote_updat:37,used:[1,2,4,7,8,9,10,11,13,14,15,20,21,25,28,29,30,32,33,34,40,41,44,47,48,50,52,63,64,67,68,71,72,73,76,77,79,81,83,84,86,88,91,94,95,97,98,99,102,103,107,112,113,115,117,118,119,123,125,126],useful:[1,2,8,9,30,47,81,85,94,97,115,117,126],usegpu:[97,124],user:[1,2,6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,33,36,38,41,42,43,44,46,49,50,51,52,54,55,58,62,64,65,66,67,71,72,73,74,75,76,77,78,79,81,83,84,85,86,89,96,100,102,105,107,112,113,121,125,126],user_info:14,user_nam:36,usercert:36,userinfo:14,userkei:36,usernam:36,uses:[2,8,34,41,47,62,63,64,68,73,84,85,88,91,94,95,96,97,99,100,105,107,113,117,125,126],using:[1,2,4,6,8,9,13,21,28,29,31,32,33,34,38,39,41,42,44,46,47,48,49,50,52,54,63,65,67,69,72,73,78,79,81,83,84,85,88,89,90,91,92,94,96,97,98,99,100,103,105,107,108,109,113,115,117,119,122,123,124,125,126],usr:[88,89,105,107,113],usrdict:123,usrmodel:123,usual:[8,28,31,42,62,69,79,84,96,98,102,103,107,113,115],utf:123,util:[4,56,57,66,94,97,98,103,121],uuid:[35,41],v7a:117,v8a:117,val:31,valid:[8,15,72,77,81,98,107,118,125],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,32,34,43,52,53,57,59,63,64,65,67,68,69,71,73,76,77,81,82,83,86,87,94,97,98,107,113,115,117,118,124,125],value1:113,value2:113,value_:82,value_evalu:7,value_rang:13,valueerror:[21,52],values_:86,vanilla:94,var_nam:31,varabl:75,vardesc:[32,51,69,71,77,82],vardescbuild:32,vari:[103,107],variabl:[2,10,13,14,18,20,21,23,29,30,32,43,44,50,51,52,53,54,62,63,64,65,67,69,70,73,75,76,78,79,82,83,86,97,98,102,104,105,107,108,117,118],variablenamemap:98,varialbl:50,varianc:[8,125],variant:[8,54,62,84,86],varibal:31,varibl:52,varienc:86,varient:86,variou:[32,47,79,117],varproto:83,vars_:[32,81],vartyp:[21,82,87],vartypeinfer:54,vec1:8,vec2:8,vec:85,veclib:118,vecter:21,vector:[2,8,9,13,14,21,29,32,37,39,52,53,58,63,64,71,77,78,82,86,94,97,99,123,126],vectorenable_parallel_vector:112,veloc:23,vendor:33,verb:14,verbos:[46,96],veri:[2,8,11,33,38,44,48,49,50,58,64,68,72,75,79,81,84,86,94,102,103,106,126],verifi:[32,97,118],version:[8,9,31,33,42,46,48,50,52,53,59,64,73,80,88,89,92,95,97,102,103,105,107,108,112,113,117,118,119,123],versu:29,vertic:[8,125],vgg:[9,22],via:[21,31,34,90,96,103,107,118,121,126],view:[8,59,62],vim:89,viriabl:105,virtual:[54,55,78,84,95],virtualenv:95,visibl:[41,81],visit:[28,31],visual:[8,64,103],vlog:[37,96],voc_dim:126,voila:92,volum:[100,108],volumemount:[107,108],volumn:107,vutbr:14,w_f:21,wai:[2,7,9,29,31,39,41,44,48,55,64,67,71,72,76,79,86,94,95,96,97,115],wait:[34,39,74,105,113],walk:[4,118,124],wangkuiyi:33,want:[2,8,29,42,43,50,55,62,67,70,72,76,79,81,84,85,86,88,89,95,96,97,100,102,105,113,115,117,119,123,125,126],warn:[28,46],warp:[8,103],warpctc:8,wast:66,watch:34,wbia:[107,125],weav:48,web:[100,102],websit:[100,126],weight:[7,8,9,10,20,21,26,56,59,79,94,97,113,115,125],weight_act:9,weightlist:97,weights_:97,weights_primitive_desc:58,weights_t:97,welcom:33,well:[21,31,42,48,49,50,73,76,79,82,97,107,113,126],were:[7,33,48],west:107,wget:117,wgt:58,what:[6,8,33,48,50,64,71,73,75,83,85,98,102,121,126],whatev:[95,105],wheel:91,when:[1,2,6,7,8,10,13,18,21,28,30,31,32,33,34,37,38,39,42,43,44,46,47,48,52,64,66,67,68,69,71,73,75,77,84,86,88,90,94,95,96,97,98,99,100,102,103,105,107,108,113,115,117,118,121,123,124],whenev:[71,96],where:[2,8,9,10,20,21,29,31,32,34,41,48,51,62,63,64,67,69,73,77,79,84,86,94,97,98,102,103,104,113,115,123,125],wherea:[32,38,49,53,84],whether:[7,8,15,21,28,30,31,32,44,72,82,86,88,89,97,98,113,118,124],which:[1,2,4,6,7,8,9,13,14,15,21,28,29,30,31,32,33,34,36,38,39,41,42,44,47,48,49,50,52,54,58,59,62,63,64,65,66,68,69,70,71,72,73,74,75,76,77,78,81,82,83,85,86,88,91,94,95,96,97,98,99,102,103,105,106,107,113,115,117,118,121,124,125,126],whichev:124,while_loop:[64,86],while_op:31,whileloop:86,whileop:32,whl:88,who:[31,49,51,66,71,96,123,125],whoever:39,whole:[2,7,13,31,50,53,60,61,63,66,70,83,96,105,107,108,121,126],whose:[2,8,13,21,30,31,34,41,63,77,78,83,86,94],why:[9,30,61,95],wide:[33,50,91,106,109],width:[7,8,13,15,21,37,60,72,97,98],wiki:[8,33],wikipedia:[8,14],wilder:2,window:[8,11,14,67,89,95,117],wirt:52,wise:[8,15,21,75,77,99],wish:[88,91,100,105],with_avx:[88,89,105,117,118],with_bia:83,with_c_api:[88,117,118,119],with_doc:88,with_doubl:[88,97,105],with_dso:88,with_golang:88,with_gpu:[88,95,105,117,118],with_mkl:[56,57,88],with_mkldnn:57,with_mklml:57,with_profil:103,with_python:[88,105,117,118],with_rdma:[105,117,118],with_style_check:[88,96],with_swig_pi:[88,117,118],with_test:[88,98],with_tim:[103,105],within:[8,38,48,118],without:[7,8,23,31,34,39,71,72,75,77,98,102,105,109,117],wloop:86,wmt14:94,wmt_shrinked_data:14,won:[103,105,125],wonder:2,word2vec:[42,105],word:[2,7,8,14,31,51,54,63,64,75,77,83,86,94,105,115],word_dict:[105,109,126],word_dim:126,word_id:2,word_idx:14,word_vector:126,word_vector_dim:[8,64,94,123],words_freq_sort:14,work:[2,4,8,13,21,29,32,33,34,44,47,48,55,65,67,71,73,89,94,95,96,97,100,102,103,105,107,108,113,121,126],worker:[75,87,107],workercount:107,workflow:[77,107],workspac:[96,105,106,113],world:105,wors:124,worth:104,would:[28,32,33,34,41,48,49,50,51,58,65,67,68,71,72,73,74,75,82,86,89,95,96,102,107,117,121,124,126],wouldn:[48,51],wrap:[48,49,50,66,121],wrapper:[9,33,49,66,67,73,78,86,103],write:[2,13,21,29,34,41,47,48,49,52,54,58,65,67,71,72,73,75,77,78,84,86,95,101,105,107],write_lock:35,writer:[29,71],written:[21,25,31,32,44,50,59,67,77,78,82,88,89,98,99,102,106],wrong:[2,72],wrote:[52,75],wsize:107,www:14,x64:[117,119],x86:118,x86_64:[117,118],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:[7,89,97,109],xavier:20,xavieriniti:21,xcode:118,xcodebuild:118,xgbe0:113,xgbe1:113,xiangyu:20,xmap_read:13,xpu:48,xrang:[30,48,50,72,92,97],xx_layer:55,xxx:[29,86,125],xxxx:35,xxxxxxxxx:107,xxxxxxxxxx:107,xxxxxxxxxxxxx:107,xxxxxxxxxxxxxxxxxxx:107,y_dim:50,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[21,92,104],yaml:[33,106,107,109,121],yancey1989:42,yann:14,yapf:96,year:48,yeild:28,yep:102,yet:[48,121],yield:[2,13,29,36,72,126],yoshua:20,you:[1,2,4,6,8,9,13,28,30,42,47,81,88,89,90,91,92,94,95,96,97,100,102,103,105,106,107,109,113,115,117,118,119,121,123,124,125,126],your:[2,8,13,28,29,33,37,42,46,77,88,90,91,95,96,97,100,103,105,106,107,115,117,118,119,121,126],your_access_key_id:107,your_secrete_access_kei:107,your_source_root:61,yourself:88,yuang:48,yuyang18:[13,14],yuyang:102,z_dim:50,z_size:50,zero:[2,6,8,9,10,13,14,18,30,31,34,50,64,68,71,82,97,107,113,126],zhang:20,zhidao:123,zip:[14,71,117],zone:107,zxvf:107},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","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","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>","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","PaddlePaddle Compiling Guide for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey","&lt;no title&gt;","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Model Zoo - ImageNet","Quick Start"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":36,"\u4e0d\u4f7f\u7528":60,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":60,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":60,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":60,"\u4ec5\u4ec5\u4f7f\u7528void":60,"\u4ece\u5feb\u7167\u6062\u590d":35,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":60,"\u4f7f\u7528\u8f6c\u6362\u5e93":36,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":61,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":61,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":45,"\u5206\u652f\u89c4\u8303":80,"\u52a0\u901f\u6267\u884c":35,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":60,"\u52a8\u6001\u6269\u5bb9":35,"\u539f\u56e0":60,"\u539f\u56e0\u5217\u8868":60,"\u53c2\u8003\u6587\u6863":45,"\u540d\u8bcd\u89e3\u91ca":45,"\u57fa\u672c\u8981\u6c42":60,"\u5b9e\u73b0":60,"\u5b9e\u73b0\u65b9\u5f0f":61,"\u5bfc\u51fac":60,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":35,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":60,"\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":45,"\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":61,"\u672f\u8bed":35,"\u67b6\u6784\u56fe":45,"\u6846\u67b6\u751f\u6210":45,"\u6982\u5ff5\u89e3\u91ca":36,"\u6a21\u5757":45,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":35,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":61,"\u6d41\u7a0b\u4ecb\u7ecd":36,"\u751f\u6210sparse\u6587\u4ef6":45,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":45,"\u76ee\u5f55\u7ed3\u6784":61,"\u76ee\u6807":45,"\u793a\u4f8b\u7a0b\u5e8f":36,"\u7b26\u53f7":60,"\u7c7b":60,"\u7f16\u8bd1\u9009\u9879":61,"\u7f29\u5bb9":35,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":60,"\u80cc\u666f":60,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":45,"\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":60,"\u8fdb\u884c\u8bad\u7ec3":36,"abstract":[66,73,74,75,76,121],"book\u4e2d\u6240\u6709\u7ae0\u8282":80,"case":[31,115],"class":[50,68,71,97],"filemanager\u8bbe\u8ba1\u6587\u6863":45,"final":55,"function":[33,49,50,71,123],"new":[84,97,98],"paddle\u52a8\u6001\u5e93\u4e2d":60,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":60,"paddlepaddle\u53d1\u884c\u89c4\u8303":80,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":80,"return":72,"switch":[58,84],"tensor\u5230eigentensor\u7684\u8f6c\u6362":99,AWS:107,Abs:5,DNS:107,EFS:107,For:[33,108],KMS:107,Not:95,The:[32,39,44,48,50,51,53,54,62,65,68,77,78,119],Use:[32,69,100,105,108,115],Using:[33,39,91,106,109,117],With:42,about:50,absolut:64,access:107,account:107,accuraci:21,action:[56,57],activ:[5,8,57],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:[58,107],address:107,addto:8,advanc:84,adversari:124,aggreg:8,aggregatelevel:8,alalysi:37,algorithm:[30,34,63,70,73,126],all:[81,86],analysi:73,android:117,api:[0,3,56,57,61,65,67,71,79,83],appendix:[121,126],applic:3,approach:103,arbitrari:48,architectur:[73,94,126],argument:[46,72,105,112,115,117,119,126],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:107,assign:21,associ:[81,107],assumpt:121,async:113,attent:94,attribut:[6,79],auc:7,auto:30,averag:67,avg:11,aws:107,backgraound:30,background:[56,75,76,84,85,86,87,98],backward:[31,48,51,77,98],base:[42,64,75],basepool:11,basic:[84,121],batch:72,batch_norm:[8,21],batch_siz:72,beam:64,beam_search:8,beam_search_decod:21,benchmark:[56,57],benefit:[75,77],between:[29,71,77,83,84],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:32,bind:98,bla:88,block:[32,50,51,69,71,77],block_expand:8,blockdesc:69,book:89,bool:88,bootstrap:121,bottleneck:102,brelu:5,bring:121,bucket:107,build:[31,50,77,88,90,95,100,108,117,119],built:103,cach:2,can:81,capi:61,capi_priv:61,cast:21,challeng:[31,70,75],chang:64,check:[8,30,97,106],checker:30,checkpoint:[34,35,41],chines:123,choic:55,choos:[33,107],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:39,clip:8,close:30,cloudform:107,cluster:[40,105,106,107,109,115,121],cmake:[33,56,57,119],code:[42,71,96,102,104],column_sum:7,command:[105,114,115,126],commit:108,common:113,commun:113,compar:121,comparis:71,compat:48,compil:[32,47,48,69,77,88,98,104,117,118,119],complet:48,compos:72,comput:[32,51,58,77,79,99],con:121,concat:[8,21],concept:[71,77,107],concern:57,conclus:[41,52,121],condit:50,config:[3,115],configur:[27,94,101,107,118,126],conll05:14,connect:8,constantiniti:20,construct:51,contain:[89,108],content:[56,57,61,103,107],context_project:8,contribut:[96,100],control:77,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[41,73,75],convolut:126,core:[30,71,107],corner:31,cos_sim:[8,21],cost:8,cpu:[74,115],creat:[31,72,76,77,81,107,108],create_arrai:21,creation:[38,67,79],creator:72,credenti:107,crf:8,crf_decod:8,cross:[117,118,119],cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[47,88],cudnn:88,cudnnavg:11,cudnnmax:11,current:[47,78],custom:72,data:[8,12,13,21,34,72,73,107,108,123,124,126],datafeed:[13,17],dataprovid:[2,3,113],dataset:[12,14,34,38,105],datatyp:[13,62],decayedadagrad:10,decayedadagradoptim:23,decod:64,decor:72,deep:[32,48],defin:[98,107,126],definit:87,delet:107,demo:[50,107],dens:41,dep:91,depend:[50,88,91],deploi:42,deriv:97,describ:[48,65],descript:[46,77,113,124],design:[29,30,32,34,38,39,40,41,43,44,47,48,49,50,51,54,56,57,58,59,62,63,64,65,66,68,69,71,72,73,74,75,76,77,78,81,82,84,86],destroi:[81,107],detail:[37,113],detect:[7,8],detection_map:7,detection_output:8,develop:[77,95,101],devic:[84,115],devicecontext:84,dictionari:[72,123],differ:[77,84,105,115],directori:107,discrimin:50,discuss:[50,75],dispatch:[34,38],distribut:[29,34,37,42,73,105,107,113],dnn:57,doc:[29,32,34,38,39,40,41,44,47,48,49,51,54,56,57,58,59,62,66,68,69,71,72,73,74,75,76,77,78,82,84],docker:[42,89,95,108,117],document:[100,116],doe:72,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:107,download:[107,108,123,125],dropout:[8,21],dure:[64,72],dylib:61,dynam:[34,86],dynamic_lstm:21,dynet:52,each:91,ec2:107,eigen:99,elast:107,elect:41,elementwise_add:21,elementwise_div:21,els:32,embed:[8,21,123,126],engin:50,enough:30,entri:72,environ:[42,117],eos:8,equat:97,eval:73,evalu:[7,18,43],event:[28,29],evolut:48,examin:102,exampl:[29,33,53,61,76,123,124],execut:[32,48,69,74,77],executor:[19,44],exp:5,expand:8,expandlevel:8,explain:30,extern:107,extract:[123,125],fabric:106,factor:8,factorization_machin:8,faq:[90,91],fault:34,featur:125,file:[32,102,107,108,126],fill_const:21,fill_constant_batch_size_lik:21,find:107,first_seq:8,float16:47,fluid:[16,48,58,66,104],format:[32,34,59,126],forward:[51,98],frame:32,framework:[30,99],from:[29,41,83,88,90],full_matrix_project:8,fulli:8,functor:84,futur:48,gan:[50,124],gate:94,gated_unit:8,gener:[50,64,94,95,102,121,124],get:[92,108],get_output:8,give:72,global:[69,71],gotcha:95,gpu:[89,103,113,115],grad_op:31,gradient:[30,31,39,57,78,97],gradient_print:7,graident:30,graph:[51,52,75,77,79],group:[8,107],gru:[9,113],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,guid:118,hand:103,handler:[29,60],happen:41,hardwar:47,helper:71,hierarchi:32,high:[65,67,79,83],how:[30,37,67,72,77,84,88,98,99,100,101,103],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:118,iam:107,ident:5,identifi:102,identity_project:8,ifels:53,ifelseop:32,imag:[8,9,15,42,89,108,117],imagenet:125,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,31,33,37,43,47,59,63,66,67,71,72,74,77,78,79,97,98,99,124],increment:21,infer:[28,117,126],infershap:[69,82],infervartyp:54,info:125,ingredi:29,ingress:45,init_hook:2,initi:[20,39,50,107,115],input_typ:2,insid:81,inspect:107,instal:[90,91,92,107,117,118,119,121,126],instanc:107,instead:72,integr:[84,107],intel:[56,57],interact:83,interfac:[12,13,15,30,34,39,40,44,65,72,76,81,125],intermedi:77,interpol:8,introduc:[64,86],introduct:[1,79,105,123,125],isn:72,issu:47,job:[34,42,106,107,108,109],join:8,kei:[56,62,107],kernel:[58,62,77],kill:106,kmax_sequence_scor:8,kube:107,kubectl:107,kubernet:[42,107,108],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[32,48],larg:37,last_seq:8,launch:[89,106,109],layer:[8,21,29,49,56,57,71,97,115],layout:62,learn:[32,48],learnabl:8,less_than:21,leval:83,level:[65,67,79,83],libpaddle_capi_shar:61,libpaddle_capi_whol:61,librari:[39,47,62,77,84,117],limit:73,line:[105,114,126],linear:5,linear_chain_crf:21,linear_comb:8,linux:[106,117],list:[35,72],local:[73,76,81,107,115],lod:64,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[63,64,86],lodtensordesc:87,log:[5,96,126],logic:38,logist:126,look:102,low:[67,79,83],lstm:[9,113],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,64],macro:77,main:50,manag:[33,105],map:[72,77],master:[34,38,42],math:[8,84],mathemat:30,matrix:[57,113],max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:50,memori:[8,63,84],merge_lod_tensor:21,messag:83,method:64,might:50,migrat:77,mileston:77,mini:72,minibatch:13,misc:8,mix:[8,115],mkl:[56,57],mkldnn:58,mkldnn_helper:58,mkldnndevicecontext:58,mnist:[14,124],mobil:120,model:[2,3,27,29,37,39,41,48,50,59,64,93,94,106,115,123,124,125,126],modifi:108,modul:[77,84,99],momentum:10,momentumoptim:23,more:50,motiv:[31,44,59,66,70],movielen:14,msrainiti:20,mul:21,multi:74,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:72,multiplex:8,mxnet:52,name:[81,107],nccl:66,nce:8,necess:71,necessari:77,need:[72,95,103],nest:63,net:22,network:[9,77,94,115,124,125,126],neural:[94,126],nlp:[9,113],non:2,norm:[8,79],normaliniti:20,note:30,numer:30,numpi:30,nvprof:103,nvvp:103,object:34,observ:[123,125],offset:64,ones:21,onli:[72,81],op_mak:77,openmpi:109,oper:[49,53,58,62,67,69,71,75,77,78,82,86,98],opinfomap:77,opkernel:[77,84,98],opproto:83,ops:79,optim:[10,23,34,39,51,65,71,101,126],option:[46,88,123],opwithkernel:77,order:46,org:100,origin:77,orthogon:81,other:57,out_prod:8,outlin:112,output:[8,106,107],overview:[41,44,56,57,77,81,104,126],pack:[56,64],packag:[33,91],pad:8,paddl:[37,66,72,81,99],paddlejob:42,paddlepaddl:[29,32,48,56,57,67,69,73,79,80,88,89,91,100,104,107,108,116,117,118,119,123],pair:107,paradigm:48,parallel_nn:115,paramattr:24,paramet:[6,8,28,29,34,39,40,42,57,67,68,71,75,79,105,107,113,114,123,125],parameteraverageoptim:67,paraphras:123,parent:81,part:51,partit:39,pass:[88,115],path:[41,46],penalti:79,perform:[67,102,103,113],persist:38,pfsclient:[45,46],pfsserver:45,pip:91,place:[62,84],placement:73,platform:105,pnpair:7,point:[56,107],pool2d:21,pool:[8,11],pose:[54,78],potenti:55,power:8,precision_recal:7,predict:[4,125],prefetch:72,prelu:8,prepar:[105,106,107,109,118,123,124],preprocess:[123,126],pretrain:123,principl:58,print:7,privat:107,pro:121,problem:[43,54,55,62,65,78,85],procedur:121,process:[34,39,42,65,77,95],profil:[25,102,103],program:[32,48,69,71,74,89,105],programdesc:69,project:33,propos:[54,78,79],protobuf:82,protomak:98,provid:[2,72,126],prune:70,pserver:41,pull:89,pydataprovider2:2,python:[4,30,42,56,57,63,65,67,71,72,73,79,83,87,97,98,102,125,126],qualiti:77,queue:[34,38],quick:[92,126],randomnumb:113,rank:7,rank_cost:8,raspberri:119,reader:[12,13,29,72],realiz:77,recoveri:34,recurr:[8,9,94,126],recurrent_group:8,reduce_max:21,reduce_mean:21,reduce_min:21,reduce_sum:21,ref:30,refactor:77,refer:[2,56,57,73,75,103],region:107,regist:[54,77,83,98],registr:[77,78],registri:77,regress:126,regular:[26,39,79],rel:64,relat:[77,86],relu:5,remark:98,remot:[40,76],render:107,repeat:8,represent:[32,77],requir:[33,50],reshap:[8,21],resiz:8,resnet:125,result:[106,108],retri:38,reus:71,review:96,revis:123,rmsprop:10,rnn:[63,86,93,94,113],rnnop:[32,63,77],roi_pool:8,rotat:8,route53:107,row:82,row_conv:8,row_l2_norm:8,run:[44,88,89,98,104,108],runtim:[42,73,91],sampl:8,sampling_id:8,save:41,scale:[8,21,34],scale_shift:8,scaling_project:8,scope:[32,63,77,81],script:108,search:64,secur:107,select:[39,82],selectedrow:82,selective_fc:8,sentiment:14,separ:77,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[64,94],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:[34,38,39,42,75,105,107,113],servic:107,session:[73,76],set:114,setup:[107,117],sextant:121,sgd:113,sgdoptim:23,shape:64,share:[29,31,81],should:81,shrink_memori:21,shuffl:72,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:[64,94],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:72,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[54,55,56,62,70,78,85],some:95,sourc:[88,90,104],spars:[39,40,41,82,115],specifi:[115,123],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:32,standard:[96,126],stanh:5,start:[29,92,105,107,108,126],startup:108,statement:43,step:[63,90],storag:79,store:34,structur:124,style:96,sub_nested_seq:8,sub_seq:8,subcommond:46,submit:42,suffici:72,suitabl:33,sulut:58,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:[59,126],support:[47,66,84,86],survei:[47,52,79,121],synopsi:46,system:[48,107],tabl:61,table_project:8,tanh:5,task:[34,38],tear:107,tecton:121,templat:107,tensor:[8,77,84,99],tensorarrai:[64,86],tensordesc:87,tensorflow:52,test:[56,57,58,88,96,97,98,113,115],text_conv_pool:9,theori:30,thi:81,think:50,three:86,time:104,timelin:41,timer:103,tip:103,todo:[35,36,74],togeth:81,toi:124,toler:34,tool:[33,100,103,105,121],toolchain:119,topic:84,topk:21,toward:48,train:[28,29,34,37,40,42,65,72,73,89,105,106,107,108,109,113,115,123,124,126],trainer:[28,34,39,41,42,105,107],tran:8,trans_full_matrix_project:8,transfer:126,translat:64,transpil:[66,74],transpos:21,tune:[103,113],ture:48,tutori:123,two:30,type:[62,88,98],uci_h:14,uniform:86,uniforminiti:20,unit:[56,57,58,96,97,98,113],unpack:64,updat:[29,40,41,100,107],usag:[31,63,64,72,99,101],use:[37,72,99],user:[34,123],using:95,util:7,value_print:7,vardesc:87,variabl:[31,71,77,81,87],vector:113,verifi:107,version:[47,91],vgg_16_network:9,visual:125,volum:107,vpc:107,warp_ctc:8,weightdecayregular:26,what:[37,41,95,103],when:[41,81],whl:91,why:[47,48,67,72,77,86,103],wmt14:14,word:[123,126],workflow:96,wrapper:97,write:[96,97,98,100,126],www:100,xavieriniti:20,yaml:108,your:89,zero:21,zoo:125}})