searchindex.js

Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/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/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":125,"00186201e":4,"00m":102,"03m":102,"0424m":102,"0473v3":9,"055ee37d":106,"0630u":102,"06u":102,"0810u":102,"08823112e":4,"0957m":102,"0_cudnn5":87,"0_cudnn5_avx_mkl":90,"0_cudnn7_avx_mkl":90,"0ab":8,"0rc":104,"0rc1":79,"0rc2":79,"0x10f256d50":51,"0x7ffe4de00110":51,"100gb":102,"100gi":106,"10g":41,"10m":102,"1150u":102,"11\u5b9e\u73b0\u4e86c":60,"11e6":107,"12194102e":4,"124n":102,"13m":107,"1490u":102,"15501715e":4,"1550u":102,"15mb":125,"16mb":125,"16u":102,"173m":124,"173n":102,"1770u":102,"18ad":106,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":107,"197u":102,"1gb":102,"1st":[21,122,124],"210u":102,"211839e770f7b538e2d8":9,"215n":102,"228u":102,"234m":124,"2520u":102,"252kb":125,"25639710e":4,"25k":125,"2680u":102,"27787406e":4,"279n":102,"27m":102,"285m":102,"2863m":102,"28m":102,"28x28":2,"2977m":102,"2cbf7385":106,"302n":102,"30u":102,"32777140e":4,"328n":102,"32u":102,"32x32":14,"331n":102,"3320u":102,"36540484e":4,"365e":106,"36u":102,"3710m":102,"3768m":102,"387u":102,"38u":102,"3920u":102,"39u":102,"3rd":117,"4035m":102,"4090u":102,"4096mb":112,"4279m":102,"43630644e":4,"43u":102,"448a5b355b84":107,"4560u":102,"4563m":102,"45u":102,"4650u":102,"4726m":102,"473m":107,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":112,"50bd":106,"50gi":106,"51111044e":4,"514u":102,"525n":102,"526u":102,"53018653e":4,"536u":102,"5460u":102,"5470u":102,"54u":102,"5690m":102,"573u":102,"578n":102,"5798m":102,"586u":102,"58s":107,"5969m":102,"5_cudnn5_avx_mkl":90,"6080u":102,"6140u":102,"6305m":102,"639u":102,"64m":58,"655u":102,"6780u":102,"6810u":102,"682u":102,"6970u":102,"6ce9":106,"704u":102,"70634608e":4,"7090u":102,"72296313e":4,"72u":102,"73u":102,"75u":102,"760u":102,"767u":102,"783n":102,"784u":102,"78m":102,"7eamaa":14,"7kb":107,"8250u":102,"8300u":102,"830n":102,"849m":102,"85625684e":4,"861u":102,"8661m":102,"892m":102,"901n":102,"90u":102,"918u":102,"9247m":102,"924n":102,"9261m":102,"93137714e":4,"9330m":102,"94u":102,"9530m":102,"96644767e":4,"983m":102,"988u":102,"997u":102,"99982715e":4,"99m":124,"99u":102,"9a235":117,"9f18":107,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":79,"\u4e00\u822c\u7531mkl":56,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":79,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":60,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":59,"\u4e0d\u4f7f\u7528c":59,"\u4e0d\u4f7f\u7528swig":59,"\u4e0d\u540c":56,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":59,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":59,"\u4e0d\u5728":60,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":59,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":59,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":59,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0e":56,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":56,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":79,"\u4e0e\u53ef\u80fd\u6709\u7684":79,"\u4e0ebatch":55,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":59,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":60,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":59,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":59,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":79,"\u4e2a\u6027\u5316\u63a8\u8350":79,"\u4e2d":[55,56,59,60],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":56,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5b8c\u5168\u4e00\u81f4":59,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":56,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":60,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":55,"\u4e2d\u5f15\u5165\u7684":55,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":56,"\u4e2d\u6839\u636e":55,"\u4e2d\u6dfb\u52a0":55,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":56,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":79,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e3a":[55,56],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":56,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":60,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":56,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":55,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":56,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":56,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":56,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":56,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":60,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":59,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":60,"\u4e5f\u4e0d\u751f\u6210":60,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":56,"\u4e66\u5199":59,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec5\u4ec5\u4f7f\u7528":59,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":56,"\u4ece":79,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":55,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":60,"\u4ed6\u662f\u5c06":60,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":59,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":59,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":56,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4e0b\u7b80\u79f0rnn":55,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u53ca":55,"\u4ee5\u53canumpi":35,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":56,"\u4ee5\u793a\u533a\u5206":[55,56],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":55,"\u4f18\u5316\u540e":55,"\u4f1a\u4ee5":[55,56],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":55,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":56,"\u4f1a\u5728":56,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":56,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":59,"\u4f1a\u5f15\u5165":56,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":59,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":56,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":56,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f20\u5165":35,"\u4f46":60,"\u4f46\u4e0d\u66b4\u9732":60,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":79,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":79,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":60,"\u4f46\u662f\u5728mkl":56,"\u4f46\u662f\u5728paddlepaddle\u4e2d":56,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":56,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":56,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":59,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":59,"\u4f7f\u7528":[56,60,79],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u52a8\u6001\u5e93":59,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":60,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":60,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":59,"\u4f7f\u7528c":60,"\u4f7f\u7528c99\u505a\u63a5\u53e3":59,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":59,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":59,"\u4f7f\u7528regress":79,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":59,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":59,"\u4f7f\u7528void":59,"\u4f8b\u5982":[35,59,60,79],"\u4f8b\u5982\u5728deepspeech2":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":59,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":59,"\u4f8b\u5982\u5bf9\u4e8epython":59,"\u4f8b\u5982c":59,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":59,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":59,"\u4f8b\u5982python\u7684":59,"\u4f8b\u5982rnn":55,"\u4f9d\u6b21\u7c7b\u63a8":79,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":59,"\u4fee\u590d\u6240\u6709bug\u540e":79,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":79,"\u4fee\u590dubuntu":79,"\u4fee\u6539":[56,79],"\u4fee\u6539\u6210":79,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":79,"\u505a\u63a5\u53e3":59,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":56,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":55,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":60,"\u5171\u4eab\u5185\u5b58":56,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":55,"\u5176\u4e2d":[59,79],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":60,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":79,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":55,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":60,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":60,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":56,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[55,56],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":56,"\u5177\u4f53\u8bf7\u53c2\u8003":60,"\u5185\u90e8\u5b58\u50a8":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":59,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":59,"\u518d\u57fa\u4e8e":79,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":55,"\u5199\u4ee3\u7801":59,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u51fd\u6570":[55,56],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u540d\u4e3a":60,"\u51fd\u6570\u547d\u540d":59,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":56,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u652f":79,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":79,"\u5206\u652f\u4e2d":79,"\u5206\u652f\u4e3a\u5f00\u53d1":79,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":79,"\u5206\u652f\u4e3a\u7a33\u5b9a":79,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":79,"\u5206\u652f\u5408\u5165":79,"\u5206\u652f\u5408\u5165master\u5206\u652f":79,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":79,"\u5206\u652f\u540d\u4e3a":79,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":79,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":79,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":79,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":79,"\u5206\u7247":34,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u5ffd\u7565":34,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":60,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u521b\u5efa":56,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5230":34,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":55,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":79,"\u52a8\u6001\u5e93":59,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":60,"\u5305\u62ec":[35,55,56],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ecmkl":56,"\u534f\u540c\u5b8c\u6210releas":79,"\u5355\u4e2a\u503c":35,"\u5355\u70b9\u6545\u969c":34,"\u5373":60,"\u5373\u4f7f\u7528":60,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":60,"\u5373\u4f7fc":60,"\u5373\u4f8b\u5982":60,"\u5373\u4fbfpaddl":60,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":60,"\u5373\u66b4\u9732":60,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":56,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":59,"\u539f\u6765\u7684\u65b9\u6848":56,"\u53c2\u6570":59,"\u53c2\u8003":[44,59],"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":56,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53d1\u5e03\u5230dockerhub":79,"\u53d1\u5e03\u5230github":79,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":56,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":60,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":59,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":59,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u7528":44,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":79,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":55,"\u540c\u4e00\u6b21\u524d\u5411":55,"\u540c\u65f6":[55,56],"\u540c\u65f6\u4f1a\u5f00\u542fintel":56,"\u540c\u65f6\u518d\u5c06":79,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":56,"\u540c\u65f6\u63d0\u8d77":79,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":56,"\u540d\u5b57\u4fee\u9970":59,"\u540e\u5411":55,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":55,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":79,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":59,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u548c":[35,55,56,59,60,79],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":56,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":59,"\u56e0\u6b64":55,"\u56fe\u50cf\u5206\u7c7b":79,"\u5728":[55,56,60,79],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":79,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":56,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":60,"\u5728\u5bf9\u5e94\u7684":55,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":55,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":60,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6709\u666e\u901a\u7684cpu":56,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6837\u4f8b\u4e2d":60,"\u5728\u7528\u6237\u4f7f\u7528c":60,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":56,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":79,"\u5728\u8fd9\u4e2a":79,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":59,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":79,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":60,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":60,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":56,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":55,"\u5728batch":55,"\u5728c":59,"\u5728c\u7684\u5934\u6587\u4ef6":59,"\u5728packing\u4e0a\u7684\u8017\u65f6":55,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":35,"\u5728paramet":34,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":55,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":60,"\u5747\u662f\u5728":60,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u5916\u90e8\u5b58\u50a8":56,"\u591a\u4e2a\u503c":35,"\u591a\u4e2aparamet":34,"\u591a\u6b21\u8c03\u7528":55,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":59,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":56,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":59,"\u5982\u679c\u5728\u4f7f\u7528mkl":56,"\u5982\u679c\u5931\u8d25":79,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":56,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":79,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":60,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":60,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":60,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":59,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":79,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":59,"\u5982\u679cmkl":56,"\u5982\u679cparamet":34,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":56,"\u5b57\u6bb5\u8bbe\u4e3a":79,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b66\u4e60\u6210\u672c\u9ad8":59,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":56,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":56,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":56,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":60,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":56,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":56,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b9a\u4e49":56,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":56,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":56,"\u5b9e\u73b0\u7b80\u5355":59,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":59,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":59,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":55,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":59,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":59,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":55,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":56,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":55,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":60,"\u5bf9\u4e8e\u6bcf\u79cdc":60,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":55,"\u5bf9\u6bd4":59,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":55,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":55,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":60,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":79,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":56,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":60,"\u5c06":79,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u5927\u91cf\u7684":59,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":79,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":79,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":56,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":59,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e14\u4f1a\u5199\u597d":56,"\u5e76\u4e14\u4f7f\u7528":60,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":56,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":59,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":55,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":59,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u5e76\u5220\u9664":79,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":79,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":55,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5c06":79,"\u5e76\u5c06c":60,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":56,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":59,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":55,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":79,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":79,"\u5efa\u8bae":79,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":60,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":79,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":79,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":79,"\u5f00\u5934":[55,56],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":55,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":60,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":79,"\u5f53\u53ea\u505a\u63a8\u65ad":55,"\u5f53\u5f00\u542f":56,"\u5f53\u6253\u5f00":56,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":56,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":56,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":60,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":56,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":59,"\u5f97\u4f7f\u7528":59,"\u5fc5\u8981":60,"\u5fc5\u987b\u5206\u522b\u4e0e":56,"\u60c5\u611f\u5206\u6790":79,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":60,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":56,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":56,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":56,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":55,"\u6211\u4eec\u4f1a\u628amkl":56,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[55,56],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":59,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":56,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":55,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":56,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":59,"\u6211\u4eec\u8ba1\u5212\u5c06":55,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":56,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":55,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6216\u8005":[56,59,60],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":34,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216activ":56,"\u6240\u4ee5":56,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":56,"\u6240\u4ee5\u5728":56,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":56,"\u6240\u4ee5\u6574\u4f53\u4e0a":56,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":56,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":56,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":60,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":56,"\u6240\u6709\u7684":55,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":60,"\u6240\u6709\u76f8\u5173\u7684":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":60,"\u6240\u6709mkl":56,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":59,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":56,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":60,"\u628a":35,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u63a5\u53e3":[59,60],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":60,"\u63a5\u53e3\u662f":35,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":56,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":56,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u6570\u636e":44,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":59,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6587\u4ef6":59,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":59,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":79,"\u65b0\u7248\u672c":56,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":79,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":55,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":56,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":56,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":59,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":56,"\u65f6":[34,55,56],"\u65f6\u4e00\u8d77\u66f4\u65b0":56,"\u662f":[44,56],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":59,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":60,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":59,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":60,"\u662f\u5426\u6253\u5f00":55,"\u662f\u56e0\u4e3ac99\u652f\u6301":59,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u6307":60,"\u662f\u7528\u6237\u4f7f\u7528c":60,"\u662fc":60,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":55,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":60,"\u6700\u540e\u5220\u9664":79,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":59,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[55,56],"\u6709\u6807\u51c6\u7684":59,"\u6709\u7684\u65f6\u5019":59,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":79,"\u672c\u6587\u6863\u63cf\u8ff0paddl":60,"\u673a\u5668\u7ffb\u8bd1":79,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":55,"\u6765\u5b9e\u73b0":56,"\u6765\u786e\u4fdd\u628a":59,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":59,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8fdb\u884c\u8ba8\u8bba":60,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":79,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":56,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":59,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":55,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":56,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6bcf\u4e00\u4e2a":79,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e2a":56,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":56,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":56,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":55,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u969410\u5206\u949f":34,"\u6bd4\u5982":[35,56],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":56,"\u6bd4\u5982\u5c06":79,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":55,"\u6ce8":34,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[55,56],"\u6ce8\u610f":56,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":56,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":56,"\u6d4b\u8bd5docker\u955c\u50cf":79,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6df1\u5165paddlepaddl":56,"\u6dfb\u52a0":55,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[55,56],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":56,"\u7136\u540e\u5728\u524d\u5411":55,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7248\u672c\u5206\u652f":79,"\u7248\u672c\u53f7":79,"\u7248\u672c\u53f7rc":79,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":79,"\u7279\u6709\u7684\u8bbe\u5907id":56,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":55,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":59,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":59,"\u751f\u6210\u6587\u6863":59,"\u751f\u6210\u7684":35,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210api\u6587\u6863":59,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u7528":44,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":56,"\u7528\u4e8e\u7ba1\u7406mkl":56,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":55,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":56,"\u7528\u4e8emkl":[55,56],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":60,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":60,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u901a\u8fc7c":60,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":55,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8ec":59,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8emkl":56,"\u7531\u4e8epypi":79,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":56,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7684\u4e00\u4e2a\u5b50\u96c6":56,"\u7684\u4fe1\u606f":56,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":56,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":59,"\u7684\u57fa\u672c\u903b\u8f91":56,"\u7684\u5934\u6587\u4ef6":59,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":56,"\u7684\u60c5\u51b5\u4e0b":55,"\u7684\u63a5\u53e3\u6837\u5f0f":59,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u65f6\u5019":56,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":56,"\u7684\u683c\u5f0f\u5b58\u50a8":56,"\u7684\u6982\u5ff5":56,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":59,"\u7684\u7ed3\u679c":55,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":55,"\u7684\u89c4\u8303":59,"\u7684\u89d2\u5ea6":35,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684flag":[55,56],"\u7684vanilla":55,"\u76ee\u524d\u53ea\u8003\u8651":56,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":56,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":56,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":59,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u7684\u4f18\u5316":56,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":59,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":55,"\u76ee\u5f55\u4e0b":60,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":56,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":59,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":60,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":59,"\u76f8\u5173\u5c42":55,"\u77e9\u9635\u5927\u5c0f\u662f":55,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":59,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":59,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u7b2c\u4e00\u4e2atag\u4e3a":79,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":79,"\u7b2c\u4e8c\u4e2a\u4e3a":79,"\u7b49":[56,60],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":60,"\u7b49\u6587\u4ef6":60,"\u7c7b\u4f3c":60,"\u7c7b\u540d\u548cc":59,"\u7c7b\u578b":59,"\u7ea2\u697c\u68a6":122,"\u7ed3\u8bba":59,"\u7edf\u4e00\u7528":35,"\u7f16\u8bd1\u5668\u6ca1\u6709":59,"\u7f16\u8bd1\u578b\u8bed\u8a00":59,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":56,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":79,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":79,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":79,"\u7f16\u8bd1c":60,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":79,"\u7f16\u8bd1ubuntu\u7684deb\u5305":79,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":60,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":59,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":60,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":59,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":59,"\u800c\u5bf9\u4e8egolang":59,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":59,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":60,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":59,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":60,"\u826f\u597d\u7684\u6587\u6863":59,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":56,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":60,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":56,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":59,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":59,"\u8ba1\u5212\u5728":[55,56],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba9paddle\u6838\u5fc3\u4e2d":60,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":79,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":79,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":79,"\u8bbe\u7f6e":60,"\u8bc6\u522b\u6570\u5b57":79,"\u8bcd\u5411\u91cf":79,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":55,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":56,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":79,"\u8bf4\u660e":34,"\u8bf7\u53c2\u8003":60,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":56,"\u8f6c\u6362\u5197\u4f59":55,"\u8f6c\u6362\u51fd\u6570":56,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":55,"\u8f93\u5165\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":56,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":55,"\u8fd1\u671f\u76ee\u6807":56,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":79,"\u8fd8\u662f\u4ece":35,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":60,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":55,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":60,"\u8fd9\u4e09\u4e2a\u5206\u652f":79,"\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":55,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":60,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":60,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":60,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":59,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":59,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":60,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":60,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":60,"\u8fd9\u4e2a\u9009\u62e9":[55,56],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":60,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e9b\u4f1a\u5728":[55,56],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":56,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":59,"\u8fd9\u662f\u56e0\u4e3a":59,"\u8fd9\u6837":60,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":56,"\u8fd9\u6837\u4fdd\u8bc1":79,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":56,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":56,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":59,"\u8fd9\u91cc":56,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fdb\u4e00\u6b65\u4f18\u5316":56,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":79,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":56,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u901a\u5e38":60,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":55,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":60,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":79,"\u90a3\u4e48":60,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":56,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":56,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":56,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":56,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":59,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":59,"\u91cc\u9762\u6dfb\u52a0":56,"\u91cd\u5199\u7236\u7c7blayer\u7684":56,"\u91cd\u547d\u540d\u6210":59,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":59,"\u9519\u8bef\u5904\u7406":59,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":59,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":59,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":60,"\u96c6\u6210\u5230":55,"\u96c6\u6210\u5230paddlepaddl":56,"\u9700\u8981":35,"\u9700\u8981\u4fee\u6539build":79,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":60,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":79,"\u9700\u8981\u5f15\u7528":60,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":59,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[56,79],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":56,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":60,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":79,"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":55,"abstract":[43,47,66,78,80,96,112],"api\u4e2d\u4f7f\u7528":59,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":60,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":60,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":60,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":60,"api\u65f6":60,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":60,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":60,"api\u66b4\u9732\u7684\u7c7b\u578b":60,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":60,"api\u7684\u5b9e\u4f8b":60,"api\u7684\u5b9e\u73b0\u7ec6\u8282":60,"api\u7684\u63a5\u53e3":60,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":60,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":60,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":60,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":60,"apis\u505a\u4e86\u5c01\u88c5":55,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":79,"boolean":[21,43,45,52,59],"break":[13,32,85,125],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":79,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":79,"byte":[13,15,44,58],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":59,"c\u6709\u6807\u51c6\u7684abi":59,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":59,"case":[8,20,21,36,43,47,60,66,69,71,72,76,93,96,97,102,106,113,120,123,125],"char":38,"class":[4,5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,59,63,64,68,72,76,77,78,80,81,82,83,85,97,98,103,111],"compute\u51fd\u6570":55,"const":[31,36,38,46,53,54,67,69,77,80,82,83,84,85,96,97,98],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":60,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":60,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":60,"core\u6982\u5ff5":60,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"deb\u5305":79,"deb\u5305\u7f16\u8bd1\u95ee\u9898":79,"default":[2,6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,58,61,62,69,70,80,81,82,86,87,88,90,94,95,97,101,104,105,106,107,112,114,116,117,118,120,125],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":56,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":56,"dnn\u4e2d\u7684":56,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":56,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"dnn\u4f1a\u7528\u5230":56,"dnn\u5171\u540c\u4f7f\u7528":56,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":56,"dnn\u5728\u53d1\u5e03":56,"dnn\u5b9e\u73b0":56,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":56,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":56,"dnn\u7684":56,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":56,"dnn\u7684\u6027\u80fd":56,"dnn\u7684\u60c5\u51b5\u4e0b":56,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":56,"dnn\u7684\u6d4b\u8bd5":56,"dnn\u7684\u73af\u5883\u4e0b":56,"dnn\u7684\u76f8\u5173\u529f\u80fd":56,"dnn\u7684\u7ed3\u679c":56,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":56,"dnn\u7684layer":56,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":56,"enum":[36,38,61,68,81,82,86],"export":[47,51,88,99,104],"final":[8,9,21,30,51,62,63,85,96,97],"float":[2,6,7,8,10,13,21,46,53,82,83,84,96,97,98,102,114,122,124],"function":[2,4,8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,57,62,63,66,67,68,69,71,72,74,76,77,78,80,82,84,85,93,96,97,98,101,102,104,112,120,123,125],"golang\u53ef\u4ee5\u4f7f\u7528":59,"golang\u7684":59,"h\u5e76\u4e0d\u56f0\u96be":59,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"import":[2,4,7,8,29,31,32,49,51,52,57,62,63,68,74,80,90,91,93,97,102,104,106,118,122,123,124,125],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,57,59,60,68,70,71,73,81,82,83,85,86,96,98,104,114,125],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":59,"layer\u65f6":56,"layer\u7684\u540e\u9762\u63a5\u6709cpu":56,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":79,"long":[1,8,9,13,47,102],"mkl\u5e93\u7684":55,"mklml\u4ee5\u53camkl":56,"mklml\u53ef\u4ee5\u4e0emkl":56,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":56,"mode\u4e0b\u7684\u7ed3\u679c":55,"model\u505a\u5206\u652f\u7ba1\u7406":79,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"new":[2,8,13,30,31,32,33,36,37,38,39,40,46,47,55,57,61,63,66,70,71,72,75,76,78,82,85,91,94,95,100,106,107,120,123,125],"note\u7684\u4e66\u5199":79,"null":[51,96,112],"op\u7684\u4fe1\u606f":56,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":56,"org\u76ee\u524d\u9075\u5faa":79,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":55,"packed\u76f8\u5173\u529f\u80fd":55,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":59,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":59,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":59,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":59,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":60,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":59,"paddle\u7684c":60,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":60,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":59,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":60,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":59,"paddle_\u7c7b\u578b\u540d":60,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":60,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":56,"paddlepaddle\u4f7f\u7528git":79,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":79,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":79,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":79,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":79,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":56,"patch\u53f7":79,"patch\u53f7\u52a0\u4e00":79,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":44,"pfsserver\u63d0\u4f9brest":44,"public":[14,18,31,46,48,53,77,80,82,83,85,96,97,98,104,106,107],"py\u4e2d":79,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":79,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"release\u9875\u9762":79,"resnet\u7684mkl":56,"return":[2,6,7,8,9,11,13,14,15,18,21,23,28,29,30,31,35,36,38,41,42,46,48,49,51,53,54,57,62,63,64,68,69,70,72,75,77,80,82,83,85,93,96,97,98,106,123,124,125],"rnn\u90e8\u5206\u4e2d":55,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"short":[8,9,46,49,70,80,85,97],"static":[28,38,60,80,82,106,117,120],"super":[70,96],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":59,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":59,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":59,"swig\u76f4\u63a5\u8bfb\u53d6c":59,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":59,"switch":[31,60,75,106],"tag\u4e3a":79,"throw":106,"true":[2,6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,55,64,68,69,71,79,82,85,93,96,104,106,112,114,124],"try":[32,33,36,37,38,47,51,57,71,80,88,90,94,102,117,123],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":60,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":79,"var":[31,48,50,52,64,68,69,70,76,80,85,99],"void":[31,36,38,43,46,48,53,57,58,59,60,68,69,81,82,83,84,96,97,98],"wheel\u5305":79,"while":[1,2,6,13,21,31,40,47,51,54,63,66,67,71,78,80,83,93,97,98,112,123,125],AGE:[106,107],AWS:[13,35,104,109,110],And:[2,7,8,10,13,14,15,21,28,30,36,40,41,43,49,51,61,65,71,80,83,93,106,114,122,124],But:[2,8,9,13,21,30,48,54,61,80,90,95,104,120],EOS:8,For:[1,2,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,58,61,62,63,66,67,68,69,70,71,72,75,76,77,78,81,82,83,84,86,87,88,91,93,95,96,97,98,101,102,111,112,114,116,118,120,122,124,125],Has:2,IDE:[94,117],IDs:[14,21,40,63,125],IPs:104,IRs:72,Ids:125,Into:106,Its:[2,7,8,81,93,97,106],K8s:120,NMS:8,NOT:[70,97],Not:[29,33,90,120],ONE:2,OPs:[72,74],One:[7,9,21,28,30,40,58,61,75,80,84,93,96,112,123,125],Ops:[76,78,82,97],PFS:44,PRs:99,QoS:107,Such:[53,70,85],THE:2,TLS:[29,44,106],That:[8,13,65,88,112,114],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,45,46,51,54,57,58,60,62,63,65,66,68,69,70,71,72,74,75,78,80,81,82,83,84,85,86,88,90,93,94,95,96,97,98,99,101,102,103,104,105,106,107,112,114,116,121,122,123,124,125],Their:[2,8,33],Then:[4,8,9,21,48,53,65,69,87,88,90,93,96,101,102,104,106,107,108,122],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,61,62,63,66,67,70,72,78,80,81,83,97,102,106,116,117,123,124,125],These:[7,15,31,46,50,64,78,81,82,87,104,114],Use:[2,7,13,29,45,71,73,76,87,96,101,102,106,112,113,118],Used:[9,18,22,76,83],Useful:2,Uses:117,Using:[33,47,66,71,76,78,80,89,94,98,107],VMs:94,VPS:106,WITH:118,Will:[13,28],With:[2,8,9,47,65,68,85,123],YES:41,Yes:[56,88,94],___fc_layer_0__:106,__align__:46,__cuda_align__:46,__device__:46,__doc__:82,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:82,__init__:[42,49,64,70,85,96,101],__main__:[49,124],__metaclass__:97,__name__:[49,124],__param_conf__:28,__rnn_step__:93,__tmp_params__:28,__va_args__:77,__x:46,_binari:32,_create_global_var:70,_dtype:51,_error:123,_filer:57,_filter:57,_fwd:57,_fwd_pd:57,_input:57,_librari:32,_link:9,_loss:49,_op:[51,97],_output:57,_proj:8,_reorder_input:57,_res2_1_branch1_bn:124,_source_language_embed:[93,122],_src_input:57,_target_language_embed:[93,122],_test:32,_update_op:42,_value_index:51,a75:46,a_op:97,aaaaa:35,aaaaaaaaaaaaa:106,abbrevi:15,abc:8,abi:116,abil:49,abl:[8,29,53,64,70,72,75,86,120,123],about:[4,9,15,31,32,41,45,62,71,72,80,82,83,88,90,91,97,101,102,106,111,112,116,118],abov:[2,4,7,8,21,29,31,32,33,37,46,47,48,50,57,62,63,64,65,66,68,70,72,75,82,85,88,89,91,94,95,97,98,101,102,106,107,116,120,123,124,125],abs:[9,20,30,49,123],abs_numerical_grad:30,absolut:[1,88,116,118],acceler:[8,34,56,65,66,88,114],accept:[2,4,6,8,13,21,29,76,116,125],access:[1,8,9,21,29,32,37,40,41,70,72,90,93,104],accessmod:106,accessor:70,accord:[1,2,7,8,15,21,30,38,50,63,72,74,76,85,97,104,111,112,114],accordingli:[4,7,8,96],account:[76,95,120],accrodingli:36,accumul:[33,38,42,65,66],accur:[30,40],accuraci:[7,18,42,96,125],achiev:[65,66,83,102],ack:112,acquir:47,across:[8,13,62],act1:51,act2:51,act:[8,9,21,22,31,51,63,70,72,75,85,91,93,103,125],act_output:82,act_typ:[51,125],action:[72,106],activ:[4,9,21,27,32,51,63,70,72,78,82,91,93,96,98,99,112,125],activi:9,actual:[2,8,36,47,49,51,57,61,66,82,83,84,98],actual_kernel_typ:84,actual_layout:57,adadelta:125,adagrad:[23,66,81,125],adagradoptim:64,adam:[23,29,38,49,125],adamax:[23,125],adamoptim:[122,125],adapt:[7,10,21,28],add:[2,8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,54,64,66,69,70,72,74,76,78,80,83,87,94,95,96,97,98,102,103,114,118,125],add_activ:70,add_bia:70,add_depend:32,add_execut:32,add_input:[62,96],add_memori:62,add_output:62,add_scalar:[31,63,68],add_sum:70,add_test:[32,96],add_two:[31,62],add_unittest_without_exec:96,addattr:[82,97],addbia:96,addcom:[82,97],added:[2,7,8,18,21,26,28,31,46,61,65,66,74,78,95,96,97],adding:[78,95,124],addinput:[82,97],addit:[8,9,65,76,78,85,97,98,125],addition:62,addmemori:57,addop:[48,98],addoutput:97,addprimit:57,addprimitivedesc:57,addr:33,address:[33,38,72,75,88,102,104,105,108,112,120],addrow:96,addtolay:8,addtyp:82,admin:120,administr:[40,94,120],adopt:[46,49],advanc:[30,93,102,112],advantag:[30,46,47,66,71,104],adversari:[49,71],advic:102,affect:[8,31],affili:63,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,57,65,67,70,72,73,74,87,88,93,95,96,97,98,101,104,105,106,107,112,114,116,117,123,124,125],again:[29,33,66,102],against:106,age:14,agg_level:8,aggreg:[42,65,106],ago:32,aid:102,alexnet_pass1:114,alexnet_pass2:114,algo:57,algorithm:[8,10,21,37,57,63,66,78,84,93,122],alia:[5,6,8,21],align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,57,58,60,61,62,63,64,65,66,68,70,72,73,75,76,82,83,88,93,94,96,98,102,103,104,105,106,107,111,112,114,116,117,118,120,122,123,124,125],alloc:[6,38,41,57,83,96,98,103,114],allow:[29,38,47,66,72,78,95,96,102,106,112,125],allow_only_one_model_on_one_gpu:[111,112,114],allreduc:65,almost:[94,105,122],along:[15,21],alpha:[32,78],alreadi:[32,33,47,57,70,72,74,80,88,102,105,106,112,118],alreali:111,also:[1,2,8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,54,61,62,63,66,67,68,69,70,71,78,80,82,83,85,87,88,90,93,94,96,97,99,102,104,107,116,120,123,124,125],altern:[97,101],although:65,altogeth:120,alwai:[4,8,9,28,32,58,75,81,106,112],amazon:[106,107,125],amazonaw:106,amazonec2fullaccess:106,amazonelasticfilesystemfullaccess:106,amazonroute53domainsfullaccess:106,amazonroute53fullaccess:106,amazons3fullaccess:106,amazonvpcfullaccess:106,ambigu:71,amd64:106,amd:61,amend:95,among:[21,106],amort:65,amount:[21,102],analysi:[101,102],analyz:125,ancestor:[68,70],andd:106,android:[118,119],android_abi:116,android_api:116,android_arm_neon:116,android_native_api_level:116,android_standalone_toolchain:116,android_toolchain:116,ani:[1,2,8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,58,63,65,66,70,71,72,74,75,77,78,84,87,94,97,98,102,106,108,118,125],annoi:105,announc:46,anoth:[2,8,13,28,29,31,41,47,57,63,70,80,82,83,84,94,106,112],anroid_arm_mod:116,ans:106,answer:[47,95,106],anymor:65,anyth:[13,63,71,106],anytim:49,anywai:[101,116],apach:56,apart:21,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,62,67,76,79,85,86,87,90,96,97,101,102,104,106,115,116,117,118,120,121,123,125],api_shar:32,api_test:32,api_trainer_config_helpers_lay:93,apiserv:106,apivers:[106,107],app:117,appear:[47,50,83],append:[2,21,28,42,63,70,71,93,95,96,104],append_backward:[23,64,101],append_batch_s:21,append_gradient_machin:28,append_op:[54,70],append_oper:70,appl:117,appleyard:102,appli:[8,21,49,50,65,80,93,96,125],applic:[25,46,47,50,70,76,95,97,101,102,104,106,107,120],applyl1:36,appoint:97,appreci:95,approach:[8,65,66,67,72,73,74,78,116,118,120],appropri:72,approxim:[20,66],apt:[88,101],arang:21,arbitrari:[8,58,72,98],arch:116,architectur:[46,87,104,116,117,122],archiv:[14,59,60],area:49,arg:[2,7,9,25,51,64,82,97,111,123,124,125],arg_nam:8,argu:69,argument:[2,4,8,13,15,25,31,36,37,64,67,69,70,75,87,93,95,96,112,113,122,123,124],argv:124,arithmet:46,arm64:[116,117],arm64_standalone_toolchain:116,arm:[46,116,117,118],arm_standalone_toolchain:116,armeabi:116,armv7:[46,117],armv8:46,arn:106,around:[2,8,40,70,106,120],arrai:[4,6,8,13,15,21,28,38,50,63,68,70,71,76,85,97,124],arrang:85,arrow:49,articl:[47,50,94,104,107,118],artifact:[90,106],artifici:[20,123],arxiv:[9,20,49,123],as_row_vector:8,as_step_input:31,asgd:66,ask:[33,40,94],assign:[7,8,37,46,65,73,98,104,106,112,120],associ:[67,77,98],assum:[7,8,31,57,72,88,93,114,122],assumpt:72,assur:1,astyp:[71,97,123],asyc:33,async:[33,111],async_count:112,async_lagged_grad_discard_ratio:112,async_lagged_ratio_default:[111,112],async_lagged_ratio_min:[111,112],asynchron:[33,65,104,112],atom:73,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,54,57,68,69,70,82,93,97],attr_map:82,attrdesc:68,attribu:57,attribut:[2,8,9,21,27,31,54,68,74,76,80,82,85,96,97,122],attributemap:97,attrproto:82,attrtyp:[68,82,97],attrvalu:82,auc:[42,111],aucvalidationlay:112,authent:106,author:[44,106,124],auto:[31,36,57,59,69,73,76,80,84,85,87,95,96,97,98,102],autom:[104,106],automat:[8,29,38,48,64,72,74,76,82,87,93,95,96,97,101,105,106,111,112,117],avail:[33,38,46,47,74,75,90,106,120],averag:[7,8,11,21,28,37,112,124,125],average_test_period:[111,112],avg:[102,125],avg_cost:103,avg_x:21,avgcost:125,avgpool:[8,125],avoid:[30,31,33,54,57,65,66,67,72,87,102],avx2:87,avx:[87,88],awai:47,await:107,awar:[29,42,62,70,94,101,106,116],awk:108,aws:44,aws_account_id:106,awsaccountid:106,awskeymanagementservicepowerus:106,axes:21,axi:[8,21],axis:8,aync:74,b2t:122,b363:107,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:107,ba5f:106,back:[2,8,21,28,33,46,49,66,72,88,97],background:[7,8,78,104],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,55,56,64,66,67,69,77,78,93,96,103,112,114],backward_first:93,backward_op:30,backwardactiv:96,bag:125,baidu:[47,107,122],baik:122,bake:72,balanc:[65,74,106,112,123],bandwidth:[46,65],bare:[107,120],barrier:[104,112],barrierstatset:102,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,57,61,64,65,66,72,76,77,78,83,85,93,94,96,97,101,102,103,106,112,116,117,122,123,125],baseactiv:9,baseev:28,basematrix:96,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[87,88,94,104,106,107],basic:[2,8,28,51,57,68,72,76,77,85,96,125],batch:[2,8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,61,62,63,65,66,85,95,96,106,107,112,123,124,125],batch_0:124,batch_id:[28,49],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,71],batch_siz:[2,13,49,55,63,122,123,125],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,96],bazel:32,bbbbb:35,bbox:7,bcd:8,bcebo:14,bcm2708:118,bdist_wheel:79,beacus:51,beam:[8,93,112],beam_gen:[8,93],beam_search:[28,63,93],beam_siz:[8,63,93,111,112,114],becaus:[4,7,8,14,29,31,32,33,38,46,63,67,70,71,78,80,81,84,85,86,93,94,96,98,101,106,114,116,125],becom:[73,74,80,83,102],been:[2,8,9,21,32,37,47,94,95,125],befor:[4,8,9,33,40,45,50,61,66,67,71,78,87,88,95,97,101,106,116,117,120],begin:[4,7,8,18,36,38,42,45,50,63,65,96,104],beginiter:[28,29],beginn:93,beginpass:[28,29],begintrain:29,behavior:102,behind:[47,85],being:[21,40,47,69,71,98,101,123],belong:[7,8,72,80],below:[2,31,33,38,46,47,58,67,71,72,74,78,85,86,87,90,93,96,102,104,106,116,117,123,125],benchmark:58,benefit:[9,40,41,63],bengio:20,besid:[1,8,14,61,65,72,90],best:[32,57,88,94,112,125],besteffort:107,beta1:[10,23],beta2:[10,23],beta:[49,124],better:[9,32,47,57,63,84,106,117,120,123],between:[7,8,15,21,28,32,33,38,46,47,57,60,65,67,72,74,75,77,80,88,97,98,106,123,125],bgr:[15,124],bi_gru:9,bi_lstm:9,bia:[8,9,21,63,70,93,96,124],bias:[8,21,96],bias_attr:[8,9,21,70,93],bias_initi:21,bias_param_attr:9,biases_:96,biasparameter_:96,biassiz:96,bidi:107,bidirect:[8,9,93],big:[74,102,120],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:102,bin:[88,104,106,107],binari:[2,7,8,13,32,41,46,49,58,72,87,89,90,94,101,102,106,122,125],bind:[46,48,80,83],bit:[46,47,125],bitcod:117,bla:[88,117],black:[49,117],blank:[8,106,117],block:[8,34,36,38,42,43,47,53,61,62,64,72,73,74,83,96,97,98,102,112,124],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,70,76],blockdescbind:53,blockingcount:73,blueprint:63,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,76,93,99,103,121],bool:[2,6,7,8,9,10,11,13,15,21,28,31,46,52,54,55,56,57,69,70,81,82,85,86,96,112,114,125],boost:[61,83],boot:[8,93,120],boot_bia:8,boot_bias_active_typ:8,boot_lay:93,boot_stat:85,boot_with_const_id:8,bootstrapp:120,borrow:[49,85],bos_id:[8,93],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,61,63,65,69,72,74,81,83,93,96,97,98,99,102,104,106,117,123,124,125],bottl:65,bottleneck:[102,124],bottom:28,bound:8,boundari:72,boundri:7,bow:125,box:[8,49,102],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,68,72,79,90,95,97,99],breadth:112,break_if:85,brief:[32,38,46,83,98],briefli:102,bring:[47,98],broadcast:[21,33,65,76,120],broken:95,browser:[88,99,101,106],bsd:[65,94],bucket_nam:106,buddy_alloc:95,buf:36,buf_siz:13,buffer:[2,13,36,57,58,66,71,80,103,112],buffer_s:13,buffered_read:71,bufsiz:13,bug:[95,106],build:[8,14,32,41,50,51,56,66,72,78,79,82,88,90,91,95,97,101,104,106,109,110,112,117,119,122,124,125],build_android:116,build_dict:14,build_model:49,builder:95,built:[32,46,47,61,65,72,82,85,87,90,94,101,116,118,120,123],bunch:[58,102,104,125],button:[95,99,106],c11:59,c703c041:95,c99:60,c99e:106,cach:[46,72,87,125],cache_pass_in_mem:[2,125],cachetyp:[2,125],cacul:[9,42,104],caff:[31,47],caffe2:[31,47],calc_batch_s:2,calcul:[2,7,8,9,18,21,30,33,38,42,46,73,88,93,96,102,104,112,114,123],call:[2,7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,62,63,64,70,72,76,77,80,82,83,85,91,93,94,96,97,98,101,102,104,106,112,124,125],callabl:[2,6,8,13,14],callback:96,caller:[30,101,106],can:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,54,57,61,62,63,64,65,66,68,69,70,71,72,74,75,76,77,78,82,83,84,85,87,88,89,90,91,93,94,95,96,97,98,99,101,102,104,105,106,107,108,111,112,114,116,117,118,120,122,123,124,125],can_over_batch_s:2,cancel:40,candid:[8,63],candidate_activ:21,cannot:[75,76,80,85,96,97],cantain:51,capabl:[46,67,76],capac:[78,106],capi:[59,87],capi_prvi:60,caption:63,captur:[8,105],card:[65,104],care:[9,41,71,83,88,111,112,120],carefulli:[112,124],caret:28,carpedm20:49,carri:21,cast:[46,84],cast_to_op_attr:82,cat:[13,15,88,108,124],categori:[8,14,33,125],categorig:14,categoryfil:107,caus:[33,45,90,97],caution:[106,107],cbla:55,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:[61,83],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:[87,90,91,120],central:78,ceph:[13,35,107],cephf:[35,41,44],certain:[1,54,61,64,80,83,111],certif:[29,44,106],cffi:59,cfg:107,cgo:59,chain:[13,50,96],challeng:[8,33,47,52,83],chanc:[29,46,96,125],chang:[8,14,32,37,41,47,57,67,68,71,77,80,87,93,95,96,97,98,102,104,106,112,116,125],changes:57,channel:[8,9,15,21,102,124],channel_shar:8,channl:124,chapter:[62,63],chapter_data:62,chapter_out:62,charact:125,characterist:114,check:[2,13,31,32,57,69,76,87,90,95,97,99,104,106,112,114],check_align:13,check_attr:82,check_eq:96,check_fail_continu:2,check_grad:[30,97],check_l:96,check_output:97,check_sparse_distribution_batch:[111,112],check_sparse_distribution_in_pserv:[111,112],check_sparse_distribution_ratio:[111,112],check_sparse_distribution_unbalance_degre:[111,112],check_styl:95,checker:76,checkgrad:112,checkgrad_ep:112,checkmark:120,checkout:95,checkpoint:[69,74],checksum:44,child:31,china:88,chines:99,chip:47,chmod:106,choic:[32,47,88],choos:[54,87,88,89,94,112,116,125],chosen:[1,49,61],chunk:[37,44,123],chunk_schem:7,chunktyp:7,chw:15,cifar:123,circl:50,circumst:83,claim:106,claimnam:106,clang:[46,59,95,116],clarifi:7,clariti:63,classfic:124,classic:8,classif:[2,4,8,20,50,114,124,125],classifi:[8,49,123,124,125],classification_cost:[72,125],classification_error_evalu:[7,123,125],classification_evalu:7,claster:106,clean:[4,31,32,43,67,76,87,94,95],clear:[7,32,63,67,80,118],clearer:[67,70],clearli:[80,84],cli:106,click:[90,95,99,101,102,106],client:[36,39,76],clip:[6,9,112,125],clock:8,clone:[8,87,94,95,99,101,116,118],close:[2,71,75,95],cloud:[32,33,41,44,45,75,76,120],cloud_read:13,cls:125,cludform:106,cluster:[13,28,29,31,33,38,72,75,107,111,112,125],cluster_test_fil:104,cluster_train:105,cluster_train_fil:104,cluster_train_v2:[105,108],cm469:106,cmake:[60,87,94,95,96,97,99,101,102,116,117],cmake_build_typ:[101,116,117,118],cmake_c:117,cmake_install_prefix:116,cmake_system_nam:[116,117,118],cmakelist:[32,55,56,96],cmatrix:[59,60],cmd:107,cname:106,cnn:[8,107,124,125],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,58,61,64,66,67,69,71,72,74,76,77,78,82,85,87,88,90,91,93,94,96,97,98,99,100,102,104,106,107,123,125],codebas:[76,95],coeff:8,collabor:33,collect:[8,14,28],collectbia:96,color:[15,124],colour:14,column:[7,8,21,50,71,75,96,101,122],column_evalu:7,com:[8,9,14,32,49,87,94,95,99,101,103,106,107,116,118,120,124],combin:[7,8,9,13,23,28,64,76,80,123],come:[42,68,72,85],comma:[25,28,38,112,122],command:[1,4,13,25,32,36,41,45,87,88,90,91,94,95,96,97,99,100,101,102,105,106,107,108,109,110,116,117,118,122,123,124],commandlin:102,commenc:125,comment:[21,32,51,82,95,97,125],commit:[32,95],common:[15,20,23,26,35,78,83,93,96,111],commonli:[45,78,93,101,102,114,118],commun:[33,38,39,65,72,74,95,96,104,106],compani:47,compar:[30,32,76,94,96,97,123,125],comparison:[32,47],compat:[2,46,48,65],competit:123,compil:[8,32,51,53,61,65,72,77,81,82,86,94,96,99,104,119],complaint:32,complet:[4,8,9,14,23,28,31,33,37,38,44,50,58,61,76,89,96,97,98,101,106,107,120,125],complex:[1,2,9,40,63,76,93,102,125],complic:[8,48,71,72,84,85],compon:[51,72,85,96],compos:[13,29,48,51,62,70,76,123],composenotalign:13,composit:48,compress:37,compromis:94,comput:[8,9,21,25,29,30,33,43,46,47,51,58,61,64,65,66,72,74,75,77,80,83,84,86,88,93,94,95,96,97,101,102,103,104,106,114,116,117,118,125],computation:[8,93],computationgraph:51,con:65,concat:[49,93],concaten:[8,9,21,49,62,85],concentr:76,concept:[2,7,29,47,48,49,51,57,62,63,66,67,68,75,80,85,86,93],conceptu:[43,47,49,51],concern:[29,42,117],concis:[49,85],conckerneltrac:25,conclud:97,concret:[76,83,97],concurr:[33,40,47,74,104],concurrentremoteparameterupdat:112,cond:[21,31,47,52,68],condit:[8,21,37,47,52,57,72,93,107],condtion:49,conduct:102,conf:[4,8,105,122,123,124],conf_paddle_gradient_num:106,conf_paddle_n:106,conf_paddle_port:106,conf_paddle_ports_num:106,conf_paddle_ports_num_spars:106,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,25,35,45,63,96,106,107,111,112,120,122,123,124,125],config_:[36,112],config_arg:[111,112,114,124,125],config_bas:[7,8,28],config_lay:96,config_len:38,config_pars:[4,55,56,96],config_proto:38,configur:[0,1,2,4,8,21,28,36,38,40,41,47,51,54,70,74,83,84,91,92,94,95,96,97,98,102,104,112,116,118,120,122,124],confirm:45,conflict:[80,95],confus:[15,49,54],congest:112,conll:14,connect:[1,9,21,41,72,74,96,104,106,107,120,123,124,125],connectionist:8,consequ:[8,9],consid:[7,8,20,69,83,94,102,114,120],consider:[2,8,9,61],consist:[7,8,14,15,37,58,68,71,76,77,82,97,124,125],consol:[102,106],consolid:[31,99],constant:[8,20,21,51,53,54,61,75,96,97],constantiniti:21,constraint:[72,80],construct:[2,4,7,29,43,51,62,70,76,80,82,86,93],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,70,76,80,82,96,97],consum:[33,101],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,57,58,61,67,70,75,76,77,80,81,82,85,86,89,90,93,94,97,104,106,108,117,124,125],container:104,containerport:106,content:[38,45,58,63,99,107],content_dir:99,content_len:38,context:[8,9,14,57,80,81,83,93,97,98,103,122,125],context_attr:9,context_len:[8,9,125],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,125],contin:106,continu:[2,7,33,58,104,112,116],contrast:8,contrib:78,contribut:[78,94,100],contributor:76,control:[6,31,75,106,107,112,120],conv2d:49,conv:[9,21,49,57,84],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_fwd:57,conv_layer_attr:9,conv_num_filt:[9,22],conv_op:8,conv_pad:[9,22],conv_param_attr:9,conv_strid:9,conv_with_batchnorm:[9,22],conveni:[29,51,64,82],convent:[38,95,97],converg:[105,123],convers:[46,47,72],convert:[2,4,14,21,35,46,47,57,71,73,77,122,124,125],convlay:8,convolut:[8,9,13,21,22,49,61,70,83,123,124],convolution_algorithm_opt:57,convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,95],coordin:[33,38],copi:[28,29,37,40,45,50,62,63,65,66,85,87,95,104,106,108,123],copy_shared_paramet:123,copytonumpymat:123,core:[2,6,18,21,51,54,60,66,67,85,94,103,112],coreo:[106,120],corespond:21,corner:76,corpu:14,correct:[2,8,21,30,46,65,96,97,106],correctli:[7,13,46,49,96,123],corresond:46,correspend:21,correspoind:29,correspond:[2,4,8,21,26,29,31,32,46,51,52,57,61,62,63,70,75,76,77,78,82,83,96,97,98,101,117],correspondingli:117,corss_entropi:29,cortex:46,cos:[8,82],cosin:[8,21,82],cosineop:82,cosineopproto:82,cosineopprotomak:82,cost:[4,21,28,29,50,64,65,68,69,72,75,84,103,112,123,125],cost_id:8,cost_np:69,cost_val:72,could:[2,4,8,13,28,29,30,37,46,47,62,64,66,67,68,70,71,72,73,74,77,94,101,102,105,106,116,125],count:[7,33,41,42,69,71,102,104,107,112,114,122],counter:[25,33,37,50,73],cours:[7,41,61,94],covari:8,cover:[47,98],cp27:90,cp27m:90,cp27mu:90,cpickl:124,cpp:[30,36,48,55,56,59,60,67,74,76,86,96,102,125],cprofil:101,cprofilev:101,cpu:[1,2,6,8,30,41,46,54,61,66,67,72,75,76,78,79,83,84,87,88,94,97,98,101,102,103,107,112,123],cpu_avx_mkl:90,cpu_avx_openbla:90,cpu_kernel:54,cpu_per_p:75,cpu_per_train:75,cpudevicecontext:[61,83,97],cpuengin:56,cpuinfo:88,cpuplac:[54,57,61,83,97,98,103],cpusparsematrix:60,crash:[33,102,105,112],creat:[4,6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,57,61,62,64,65,66,67,70,73,77,78,88,91,94,95,96,97,99,104,108,112,116,120,122,123],create_backward_pass:64,create_bias_paramet:96,create_block:70,create_cloud_job:75,create_doc_str:82,create_input_paramet:96,create_local_scop:43,create_oper:48,create_optimization_pass:[23,64],create_paramet:70,create_python_ops_creatation_funct:82,create_rnn:31,create_rnn_op:62,create_st:18,create_tmp_var:70,create_tmp_vari:70,create_var:70,create_whileloop:85,createargu:123,createfromconfigproto:[4,123],creategradientoper:77,creatememori:57,createop:82,createoper:31,createprimitivedesc:57,createstack:106,createvari:31,creation:[48,106],creationd:106,creator:[13,14,35,76,77],creator_:77,credenti:45,credit:123,crf:[83,84],critic:[49,101],crlf:95,crop:[15,83,124],crop_grad:83,crop_siz:[15,124],crope:15,cropgradkernel:83,cropkernel:83,cross:[8,70,97,125],cross_compil:118,cross_entropi:[8,29,49,75,84,123],cross_entropy_with_selfnorm:8,crt:44,csc:96,csr:96,csv:25,ctc:7,ctc_evalu:7,ctest:[87,94,97],ctor:70,ctrl:[94,105],ctx:[57,97,98],cubla:61,cublas_handle_:83,cublashandle_t:83,cuda7:90,cuda8:[87,90],cuda:[25,32,47,61,76,83,88,90,94,97,102,104,112],cuda_dir:[111,112],cuda_fp16:46,cuda_profil:25,cuda_so:88,cudaconfigurecal:102,cudadevicecontext:[61,83,97],cudadevicegetattribut:102,cudaeventcr:102,cudaeventcreatewithflag:102,cudafre:102,cudagetdevic:102,cudagetdevicecount:102,cudagetdeviceproperti:102,cudagetlasterror:102,cudahostalloc:102,cudalaunch:102,cudamalloc:102,cudamemcpi:102,cudaplac:[61,83,84],cudaprofilerstart:102,cudaprofilerstop:102,cudaruntimegetvers:102,cudasetdevic:102,cudasetupargu:102,cudastream_t:83,cudastreamcr:102,cudastreamcreatewithflag:102,cudastreamsynchron:102,cudeviceget:102,cudevicegetattribut:102,cudevicegetcount:102,cudevicegetnam:102,cudevicetotalmem:102,cudnn:[8,11,32,54,57,61,83,112],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[111,112],cudnn_convt:8,cudnn_dir:[111,112],cudnn_handle_:83,cudnn_kernel:54,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:83,cudnnhandle_t:83,cudnnv5:87,cudrivergetvers:102,cuinit:102,cumtim:101,cumul:8,cur_mem:63,curl:106,curli:[31,50],current:[2,8,21,31,32,33,36,38,42,47,54,61,62,63,66,67,70,74,75,80,84,85,88,90,93,94,96,99,105,106,112,117,121,125],current_block:[68,70],current_oper:68,current_word:93,currentcost:125,currentev:125,curv:29,custom:[1,2,23,29,41,46,49,63,66,76,96,106],custom_batch_read:71,cut:[13,74,85],cut_lin:13,cutoff:14,cv2:15,cxx:117,cxx_compil:[116,117,118],cxx_flag:117,cxxabi_1:90,cycl:33,cyclic:8,cython:59,d3e0:106,d_b0:49,d_b1:49,d_b2:49,d_block:49,d_f:49,d_g:49,d_h0:49,d_h0_bn:49,d_h0_relu:49,d_h1:49,d_h1_bn:49,d_h1_relu:49,d_h2:49,d_loss:49,d_loss_fak:49,d_loss_real:49,d_optim:49,d_step:49,d_t:49,d_w0:49,d_w1:49,d_w2:49,daili:95,dalla:2,dandroid_abi:116,dandroid_arm_mod:116,dandroid_arm_neon:116,dandroid_standalone_toolchain:116,danger:2,dangl:94,darwin:106,dash:49,dat:35,data:[0,1,2,4,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,58,61,62,63,64,65,66,67,68,70,74,75,76,78,80,81,82,83,84,85,86,91,93,96,97,98,102,103,104,108,109,111,112,114,124],data_batch_gen:123,data_dir:122,data_fil:15,data_i:49,data_initialz:125,data_lay:[2,36,123,125],data_layout:21,data_read:[13,71],data_reader_creator_random_imag:71,data_shar:85,data_sourc:123,data_typ:[13,14,58,81,84,86,91,93],data_type_:[54,61,84],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,103],dataflow:51,dataprovid:1,dataprovider_bow:125,dataprovider_emb:125,dataproviderconvert:4,datasci:8,dataset:[0,2,21,35,41,66,71,91,93,101,112,122,124,125],dataset_nam:15,datatransformationfn:84,datatyp:[14,18,21,54,57,81,84,86],date:104,dcgan:[49,123],dcmake_install_prefix:[116,117,118],dcmake_system_nam:[116,117,118],dcuda_arch_nam:87,dcudnn_root:87,ddim:[61,83,98],dead:33,deal:[120,123],debug:[2,30,45,47,72,88,95,101],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,58,66,77,78,81,121],declar:[21,31,49,62],decod:[8,9,93],decoder_boot:93,decoder_dim:63,decoder_group_nam:93,decoder_input:[63,93],decoder_mem:[63,93],decoder_prev:9,decoder_s:93,decoder_st:[9,93],deconv:[8,49],deconvolut:[8,21],decor:[2,13,96],decrement:73,decrementcount:73,decrypt:106,deduc:76,deep:[8,20,40,43,49,50,56,76,78,83,88,102,117,123,124,125],deeper:[88,124],deepspeech2:55,def:[2,8,13,29,30,35,41,42,48,49,51,54,62,63,64,70,71,82,85,93,96,97,123,124,125],def_block:49,defalut:[112,114],default_block:49,default_devic:114,default_main_program:[18,103],default_param_attr:70,default_st:85,default_startup_program:[18,103],default_valu:114,defaultinfervartyp:53,defect:67,defer:40,defferenct:2,defin:[1,2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,54,61,62,65,68,70,71,73,74,76,80,82,83,85,93,96,98,101,103,104,105,112,122,123],define_py_data_sources2:[2,124,125],definit:[2,31,33,37,43,54,68,72,77,82,85,88,97,101,103,122,125],definiton:48,degre:8,delai:[66,83,98,112],delar:125,delet:[41,44,95,121],deletestack:106,delimit:7,deliv:120,delta:[8,30],delv:[8,20],demand:[33,83],demo:[8,14,76,105,107,109,122,123,124,125],demolish:107,demonstr:[93,98,123],denot:[97,114,125],dens:[2,8,13,38,39,81,96,106,125],dense_arrai:13,dense_vector:[2,4,13,91],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,65,69,72,74,81,88,94,97,104,114,116,117,118,120],dependent_var:69,deploi:[8,105,114,120],deploy:[51,58,76,104,105,106,117,120],deprec:8,depth:[31,47],dequeu:74,deriv:[5,29,52,64,116],desc:[31,57,58,70,82,85],desc_:31,descend:[21,85],descent:[8,33,66,104],descproto:58,describ:[29,31,32,37,43,54,57,58,62,63,67,68,70,76,81,82,84,86,96,97,98,106,107,123,125],describestack:106,describestackev:106,describestackresourc:106,descripotor:57,descript:[4,7,31,32,53,56,58,61,77,81,84,86,87,90,95,97,104,106,113],descriptor:[57,84],deseri:[28,58,67],deserializ:76,desgin:50,design:[2,8,13,20,36,54,59,66,78,97,120],desir:[13,33,66,106,107,122],destin:[38,45],destroi:[31,43],destruct:80,destructor:96,det_output:7,detail:[2,4,6,7,8,9,10,21,30,37,41,45,47,49,51,57,58,61,62,70,72,75,78,80,83,85,86,87,91,93,94,96,97,98,99,101,102,105,106,107,113,114,118,120,122,123,124,125],detect:[53,87,95,116],detection_evalu:7,detection_output:7,determin:[2,8,13,21,31,61,76,96,123],dev:[76,88,94,101,116,120],dev_ctx:[31,57],develop:[32,47,53,67,70,77,79,88,90,95,98,99,101,103,104,111,112,117,118],deverlop:112,deviat:[6,20],devic:[6,42,46,51,56,57,61,65,67,72,75,76,84,88,97,98,103,112,117],device_context:[57,97],devicecontext:[31,61,97],deviceid:[56,114],deviceid_:56,deviceplac:83,devid:[8,112],devtools2:87,dhcp:120,diagnos:105,diagram:[62,104,124],diamond:49,dic:15,dict:[2,7,14,28,70,75,104,108,125],dict_fil:[7,125],dict_siz:[14,21,36,63],dictionai:125,dictionari:[2,7,8,14,28,29,30,70,75,114,124,125],did:[2,67,88],diff_mat:30,differ:[2,7,8,21,28,31,32,33,38,40,42,43,46,47,49,51,52,57,61,63,65,66,69,72,73,74,75,77,80,84,85,88,93,96,97,98,101,105,106,107,112,117,122,124,125],differenti:[48,97],difficult:[7,30,47,94],difficulti:20,dig:[88,102,106],digit:[2,8,104],digraph:51,dilat:[8,21,57],dilation_h:21,dilation_i:8,dilation_w:21,dim0:97,dim1:97,dim:[8,13,21,36,57,58,62,76,81,83,86,96,97,98,122,124,125],dim_:[83,98],dimens:[5,8,9,11,13,21,49,76,81,83,85,96,97,98,114,122,125],dimension:[2,8,21,93,96,98,123,125],dimenst:122,dimes:8,dios_arch:117,dios_enable_bitcod:117,dios_platform:117,dios_use_veclib_for_bla:117,dir:[116,124,125],direct:[8,9,15,47,66,101,124],directli:[1,2,9,20,23,26,32,39,41,46,54,67,72,82,85,89,105,107],director:97,directori:[1,8,32,35,40,44,45,83,87,88,94,98,99,102,104,105,107,108,112,116,117,118,121,124,125],diretcoti:124,dis_conf:123,dis_train:123,dis_training_machin:123,disabl:2,disadvantag:[66,70],discard:[13,33,37,63,112],discount:8,discov:33,discoveri:106,discrep:102,discret:8,discrim:49,discrimin:123,discriminator_train:123,discuss:[29,31,37,38,39,57,72],disk:[58,94,107],dispatch:[67,72,104,105,112],displai:[41,45,95],dist:[79,87],dist_train:[29,41],distanc:[7,8],distibut:122,distinguish:[32,105,123],distribut:[8,20,31,37,38,39,40,42,47,65,74,75,76,86,90,100,105,107,109,110,120,123,125],distribute_test:[111,112],distributedli:96,disucss:29,div:21,divid:[8,10,42,82,86,101,111],diy_beam_search_prob_so:[111,112],django:99,dnn:[57,87],dns:106,do_forward_backward:71,doc:[4,13,51,62,85,97,98,99,104],doc_cn:99,dockefil:94,docker:[79,87,89,95,99,104,106,109,110,120],docker_build:29,docker_clust:[105,108],docker_push:29,dockerfil:[94,116,118],dockerhub:88,document:[2,4,8,9,30,44,47,50,62,63,72,76,87,94,95,97,98,100,104,114,117,125],documentari:2,doe:[2,4,9,33,37,38,40,41,43,46,51,62,67,70,72,74,76,77,78,90,94,96,97,98,102,103,125],doesn:[6,8,13,29,31,71,75,88,94,95,101,102,107,116,117],dog:124,doing:[36,40,50,72,102],domain:106,don:[9,29,32,48,50,71,87,88,94,95,97,99,106],done:[7,8,9,32,33,37,38,53,58,66,72,73,77,78,95,101,102,106,123],dot:[8,9,97,112,124],dot_period:[112,114,123],dotmuloper:8,dotmulproject:8,doubl:[2,46,50,72,84,87,97,112],down:[102,125],download:[14,32,33,36,40,44,87,88,90,104,117,120,123,125],dozen:32,draw:63,drive:80,driver:[88,104],drop:[2,8,9,21,63],drop_rat:6,dropout:[6,9,96,125],dropout_prob:21,dropout_r:8,drpi_arm_neon:118,drpi_toolchain:118,drwxr:107,dst:[38,57],dst_primitive_desc:57,dtoh:102,dtype:[4,18,21,51,70,103,124],due:[37,40,49,63,70,101],dummi:[28,37],dump:58,duplic:[21,74],durat:[37,102],dure:[1,2,8,9,21,26,31,33,37,40,41,42,47,65,66,76,96,97,106,111,112,120,125],durn:2,duse_eigen_for_bla:116,dwith_c_api:[60,116,117,118],dwith_gpu:[87,118],dwith_profil:102,dwith_python:[60,118],dwith_swig_pi:[60,116,117,118],dwith_test:[87,97,117],dwith_tim:102,dynam:[1,2,38,60,62,71,87,102,112],dynamic_cast:96,dynamic_recurrent_op:85,e2e:120,each:[1,2,4,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,57,61,62,63,65,67,69,70,71,72,74,76,77,80,81,82,83,84,85,93,96,101,104,105,106,112,114,120,122,124,125],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:[46,95,97],eas:[13,53,97,124],easi:[30,63,66,71,76,78,95,96,105,125],easier:[29,46,47,71,74,85,94,95,96],easili:[29,49,65,71,77,80,83],echo:88,edg:[15,75],edit:[7,88,94,106],editor:[70,94],edu:[14,106,107],eeoi3ezpr86c:106,effect:[2,8,28,87,106,112,117],effici:[1,2,8,58,71,72,83,93,94,96],effort:72,efg:8,efs:106,efs_dns_nam:106,efsvol:106,eigen:[46,61,66,76,78,83,97,116,117],eigen_device_:83,eigen_test:98,eigen_use_gpu:97,eigenmatrix:98,eigenscalar:98,eigentensor:98,eigenvector:98,either:[8,9,13,21,28,29,49,52,53,62,66,72,78,89,102,117,125],elb:106,elbapis:106,elec:125,electron:[107,125],elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,21,28,30,37,51,63,74,75,76,97,98,125],element_typ:38,elementari:76,elementwis:21,elif:[29,82],els:[29,36,41,47,49,52,53,54,72,74,80,82,87,88,94,96,97,124,125],emac:94,email:95,emailweixu:32,emb1:36,emb2:36,emb:[107,125],embed:[29,31,36,53,63,74,81,85,93,104],embedding_lay:[36,125],embedding_nam:[8,93],embedding_s:[8,93],emphas:102,empir:8,emplace_back:96,emploi:[82,93],empti:[7,13,33,63,97],emul:46,enabl:[2,6,8,31,32,37,51,74,94,95,102,104,106,112,117],enable_grad_shar:[111,112],enable_parallel_vector:112,enableonstart:25,enc_proj:[9,93],enc_seq:9,enc_vec:93,encapsul:[38,75],encod:[9,37,63,93],encoded_proj:[9,93],encoded_sequ:[9,93],encoded_vector:93,encoder_ctx:63,encoder_ctx_expand:63,encoder_ctx_proj:63,encoder_dim:63,encoder_last:8,encoder_out_seq:63,encoder_s:93,encount:36,encourag:[43,72],encrypt:106,encrypt_decrypt:106,end2end:120,end:[2,7,8,28,31,51,63,67,71,80,90,93,94,95,112,122],end_pass:29,end_po:8,endforwardbackward:28,endian:58,endif:61,enditer:[28,29],endpass:[28,29],endpoint:[13,35,106],endtrain:29,enforc:117,engin:[41,56,57,102],english:[2,8,99],enjoi:88,enough:[31,54,61,94],enqueu:74,ensembl:9,ensur:[2,33,57,65,80,88,90,94,96,117],enter:[31,43],enterpris:76,entir:[8,9,38,40,97],entiti:[7,31,80],entranc:43,entri:[13,37,41,53,94,95,96,106,116],entropi:[8,70,125],entry_point:41,enueu:74,enumer:[5,61,125],env:[99,101,106],environ:[29,75,87,90,94,95,101,102,104,106,107,111,112,117,123],environmenterror:104,eos_id:[8,93],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,85,97,112],equat:[7,8,9,10,21,97],equilibrium:123,equip:93,equival:[29,31,47,52,82,120],error:[6,7,8,9,21,29,30,37,45,46,47,57,80,96,97,105,106,112,124,125],error_clipping_threshold:6,especi:[2,8,9,56,94],essenc:29,essenti:[8,29,43,46,98],estim:[8,29,66,74],eta:107,etc:[7,13,21,31,42,57,65,66,71,72,80,87,104,106,111,114,120],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:106,euclidean:8,eval:[7,18,31,42,49,75,76,125],eval_program:[18,42],eval_result:42,evalu:[1,8,16,27,28,40,51,69,72,75,102,103,125],evaluate_difficult:7,even:[29,46,47,65,70,71,94,95,102,112,117],evenli:[38,106],event:107,event_handl:[28,29],eventu:[72,85],everi:[1,2,7,8,9,13,18,29,33,37,38,40,42,50,51,53,57,61,62,65,70,74,80,82,84,93,95,96,97,98,103,104,108,112,125],everyon:95,everyth:[49,72,74,116],everywher:94,evid:67,evolv:47,exactli:[2,8,9,106],exampl:[1,2,7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,57,61,62,63,67,68,70,71,74,76,77,78,81,83,84,85,93,94,95,96,97,98,101,102,103,104,106,107,111,112,114,118,124,125],example_read:13,exceed:8,except:[2,8,14,40,47,50,85,114,122],exchang:67,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exe:103,exec:112,execut:[8,32,33,37,41,42,43,49,51,57,65,75,77,94,96,101,102,106],executioncontext:[57,97,98],executor:[16,18,42,46,47,49,64,68,84,101,103],exist:[29,31,33,45,47,63,70,71,75,77,82,83,85,90,94,96,98,106,112,117],exit:[38,45,107,112],exp:21,expand:[21,63,88,96],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,84,102],expect_kernel_typ:84,expected_desc:57,experi:[58,114],experienc:95,expert:32,expir:33,explain:[2,7,21,33,47,48,50,95,101,104,123],explan:[8,30,41,72,80,125],explicit:[85,96],explicitli:[2,29,43,72,75,97,98,117],explor:[8,63,78],expon:8,exponenti:5,expos:[39,57,58,83,85,106],express:[29,42,51,74,97,106],extend:[7,66,74,85],extens:[40,63,74,97,116],extent:60,extern:[2,32,56,59,60,76],external_librari:32,extingrad_:56,extinval_:56,extoutgrad_:56,extoutval_:56,extra:[6,8,9,72,78,83,120],extra_lay:28,extraattr:[6,114],extraattribut:8,extraattributenon:8,extract:[7,8,47,67,72,97,106],extract_fea_c:124,extract_fea_pi:124,extract_para:122,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,47,102],extremli:1,f120da72:107,f7e3:106,fa0wx:107,fabric:104,face:[32,78],fact:[47,65,68,70,124],factor:[6,10,21],factor_s:8,factori:59,fail:[2,33,37,63,75,97,107,112,114],failur:[33,38,97],fake:[49,123],fake_imag:71,faked_imag:49,fall:[46,69],falloc:44,fals:[2,6,7,8,9,10,13,21,22,23,30,31,47,52,54,55,62,68,69,71,81,86,91,93,96,97,104,107,112,114,122,125],false_block:[31,52,68],false_label:71,false_neg:42,false_posit:42,false_read:71,familiar:2,fan_in:20,fan_out:20,fanscin:2,fantast:125,far:85,fascinatingli:1,fashion:72,fast:[8,37,47,102],faster:[8,9,26,33,47,88,93,102],fastest:47,fastli:95,fat:117,fault:[28,37,76,87],favorit:94,fbd1f2bb71f4:107,fc1:[51,75,96,114],fc1_bia:51,fc1_weight:51,fc2:[51,75,114],fc3:[51,114],fc4:114,fc8a365:106,fc8a:106,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[70,82,96,114,125],fc_layer_nam:9,fc_mat:28,fc_op:82,fc_out:31,fc_output:82,fc_param_attr:9,fc_without_b:31,fclayer:96,fcop:48,fea:124,fea_output:124,feasibl:66,featur:[2,5,8,13,14,21,46,51,65,72,95,112,125],feed:[9,28,29,50,62,72,75,78,103],feed_dict:[49,75],feed_list:103,feeder:[13,103],feedforward:20,feel:95,festiv:2,fetch:[14,33,36,69,72,93,96,103],fetch_list:103,fetch_op:69,few:[2,32,33,66,71,72,81,94],fewer:[8,21,70],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,58,69,77,81,82,102,106],fifth:50,figur:[29,32,47,49,56,62,70,72,74,93,96,102,122,123,124],file:[1,2,4,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,58,60,71,72,76,83,86,88,90,91,93,94,95,96,97,98,103,104,105,108,112,116,117,118,120,122,124],file_list:2,file_nam:[2,124,125],file_typ:13,filenam:[2,15,35,70,101],fileoffset:44,filesystem:[40,41,44,72,106],fill:[8,33,37,47,61,70,106,125],fill_zero_grad:76,filter:[8,9,21,57,124],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,57,63,80,87,90,102,108,116,117],find_var:30,findmemori:57,findop:31,findprimit:57,findprimitivedesc:57,findvar:[31,80],fine:[6,37,48],fingerprint:106,finish:[2,33,37,40,41,43,65,82,87,104,105,106,107],finit:96,finnal:88,first:[2,8,21,28,29,31,33,37,40,41,43,45,47,49,50,51,57,62,63,68,69,70,72,76,81,82,83,85,87,93,94,95,96,97,98,102,106,112,114,120,122,123,124,125],first_seq:93,firstli:[7,8],firstn:13,firstseen:107,fit:[1,14,46,54,58,63,76],five:[68,102,125],fix:[2,6,8,59,72,95,101],flag:[8,14,21,55,56,95,97,99,112,123],flatten0:51,flatten:[21,51,68,70,98],flexibl:[1,8,9,29,38,47,50,54,62,63,66,71,72,83,85,93],flip:15,flist:104,float16_t:46,float32:[4,13,21,46,48,49,70,71,97,103,123,124],float_16:21,float_to_half_rn:46,floor:8,flow:[21,31,62,79],fluid:[0,18,20,21,22,23,25,26,43,61,83,84,101],fly:125,fnt03:106,focu:[2,51,101,102],focus:97,folder:[32,35,41,45,106],follow:[1,2,7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,43,46,47,48,49,50,51,52,53,57,61,62,63,65,66,68,69,70,71,72,74,76,77,78,80,81,82,83,84,85,87,88,90,91,93,94,95,96,97,98,99,101,102,103,106,107,108,109,110,114,116,117,118,120,122,123,124,125],fool:123,forbid:29,forc:[65,70,84],force_cpu:54,force_cudnn:54,force_load:59,forest:31,forget:[10,21,29],forget_bia:21,fork:[8,95],form:[1,2,8,9,21,42,90,102],formalis:84,format:[1,2,7,13,14,15,21,25,28,30,37,46,47,61,63,85,91,95,96,97,98,104,106,112,122],former:[29,32,47,66],formul:21,formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,55,56,57,58,64,67,68,71,76,77,78,81,93,96,114,123],forward_infer:57,forward_op:30,forward_train:57,forwardactiv:96,forwardbackward:28,forwardtest:4,found:[2,4,46,68,78,80,93,104,118,123,125],four:[2,7,21,42,47,50,57,61,122,124,125],foward:69,fp16:[46,76,86],fp32:[61,76,84,86],fp64:[61,86],fpga:[61,75,103],fpgadevicecontext:83,fpgaengin:56,fpgaplac:[61,83],frac:21,frame:[7,43,76,85],framework:[29,31,42,46,47,51,61,65,66,68,76,78,80,82,83,95,96,97,101,103,104,117,124,125],free:[14,83,95,120],frequenc:[14,102,122,125],frequent:[37,71,76,78,83,105,116,117],fresh:[40,75],friend:80,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,54,57,62,63,64,65,67,68,70,71,72,74,75,76,77,80,83,84,85,88,90,93,94,95,96,97,98,101,102,104,106,107,112,114,116,117,120,122,123,124,125],from_no_sequ:8,from_sequ:8,from_tar:28,fromfil:[71,124],front:51,fuction:25,fulfil:102,full:[8,33,40,62,65,66,93,96,120],full_matrix_project:[9,93],fulli:[21,72,74,96,102,120,123,124,125],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,70,122],fullyconnectedlay:96,func:[13,37,77],funciton:[9,21],functor:[48,51],fundament:[46,74,76],funtion:21,further:[8,82,120],furthermor:75,futur:[8,40,46,62,72,76,116,121],fvs:82,fwd_desc:57,fwd_op:77,fwd_primit:57,fwd_primitive_desc:57,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:[55,56],g_data_transformation_:84,g_h0:49,g_h0_bn:49,g_h0_relu:49,g_h1:49,g_h1_bn:49,g_h1_relu:49,g_h2:49,g_im:49,g_loss:49,g_optim:49,g_program:70,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,game:123,gamma:124,gan:29,gan_train:123,gangliao:32,gap:112,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:55,gather:[8,65,67,96,97],gauss:6,gaussian:[20,123],gaussian_normal_random:49,gcc:[46,59,76,87,94,101,116,118],gcc_3:90,gcreators_:82,gemm:55,gen:8,gen_conf:123,gen_train:123,gen_training_machin:123,gender:14,gendrated_id:63,gener:[1,2,4,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,57,61,65,66,68,69,70,71,72,74,76,77,81,82,83,85,95,97,102,106,108,112,114,116,118,122,124,125],generated_id:63,generated_scor:63,generated_word_embed:8,generatedinput:[8,93],generator_conf:123,generator_machin:123,generator_train:123,genert:2,gereat:7,get:[2,7,8,14,21,28,30,31,32,33,37,38,40,41,44,47,49,51,54,55,56,57,61,62,63,70,75,76,77,80,82,83,84,85,87,88,90,93,95,96,97,101,102,104,105,106,108,115,124,125],get_all_op_proto:82,get_block:70,get_cloud_job:75,get_config_arg:[114,125],get_data:[107,125],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:96,get_lin:13,get_mnist_data:123,get_model:124,get_movie_title_dict:14,get_nois:123,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_shap:28,get_support:90,get_symbol:51,get_tensor:30,get_training_loss:123,get_vari:31,get_word_dict:14,getactualkerneltyp:[54,84],getbatchs:96,geteigendevic:98,getengin:57,getenv:[29,41,104],getexpectedkerneltyp:[54,57,84],getinfervartyp:53,getinput:96,getinputgrad:96,getinputvalu:96,getkerneltyp:46,getlayeroutput:28,getlibrari:57,getmat:36,getoptconfig:36,getoutputgrad:96,getoutputvalu:96,getparam:36,getparameterconfig:36,getparameterptr:96,getparameterspars:36,getparametersremot:36,getplac:[57,83,97,98],getsiz:96,getslotvalu:123,gettask:37,gettempl:106,gettranspos:96,getw:96,getweight:96,getwgrad:96,gist:9,git:[79,87,94,95,99,116,118],github:[9,32,49,61,87,94,95,99,101,103,116,118,124],give:[2,21,33,62,70,76,94,95,96,102,106,125],given:[2,8,13,21,28,38,40,47,48,49,63,71,74,75,78,85,96,112,123,125],glibc:[90,116,118],glibc_2:90,glibcxx_3:90,glide:32,global:[2,6,21,23,29,31,32,33,51,54,67,75,76,80,82,83,84,94,102,106,112],global_block:70,global_learning_r:6,global_pool:21,global_step:23,globalstat:102,globalstatinfo:102,globe:2,glog:95,glog_v:95,glog_vmodul:95,glorot10a:20,glorot:20,gnueabihf:118,go_librari:32,go_test:32,goal:[46,50,65,76,102],gob:37,godep:32,godoc:59,goe:[9,33,47,52,80,103],going:[48,66,101,104,120,125],golang:32,good:[47,49,66,71,78,101,102,120],googl:[29,76,95,101,104,116],googleapi:106,googlenet:56,got:[54,80],gpg2:106,gpg:106,gprotos_:82,gpu:[1,2,6,8,11,30,41,42,46,61,65,66,67,72,75,76,78,79,83,84,87,90,91,94,98,100,103,104,120,123,124],gpu_id:[112,114,123],gpu_per_train:[72,75],gpudevic:83,gpugpu_id:111,gpukernel:76,gpustarttimestamp:25,grab:33,grad:[30,38,56,81,112],grad_op_class:76,grad_op_maker_:77,grad_op_typ:[76,77],grad_op_type_:77,grad_share_block_num:[111,112],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,64,65,66,67,73,76,81,97,101,104,112,125],gradient_clipping_threshold:[6,125],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,60],gradientmachin:[4,28,60,67,123],gradientmachine_:36,gradopdescmak:[53,77],gradopdescmakerbas:77,gradopmak:77,gradual:102,grai:15,grain:48,gram:122,grandient:28,grant:106,graph:[8,21,28,31,32,33,42,47,49,62,65,66,68,72,73,75,86,98,122],graphviz:124,grayscal:2,great:[74,120],greater:[8,66,104],greaterthan:82,green:49,grep:[88,108],gridsize3d:25,groudtruth:93,ground:[7,8,125],group:[9,21,22,37,51,57,83,120],group_input1:93,group_input2:93,group_input:93,grouplen:14,grow:95,grpc:120,gru:[8,63,93,125],gru_bias_attr:9,gru_decod:93,gru_decoder_with_attent:93,gru_encoder_decod:122,gru_layer_attr:9,gru_memori:9,gru_out:63,gru_param_attr:9,gru_siz:125,gru_step:[63,93],gru_step_lay:9,grumemori:[9,93],gserver:[8,55,56,96],gsizex:102,guarante:[57,70,96],guard:36,guest:[90,94],gui:[101,102],guid:[25,44,76,93,95,96,102,106,107,119,122],gzip:[37,107],h0_bn:49,h_prev:31,had:94,hadoop:29,half:[46,106],half_to_float:46,hand:[76,83,98,104],handi:32,handl:[13,29,41,51,57,61,67,71,72,75,80,83,85,103],handler:[28,31],handwrit:2,happen:[21,37,82],hard:[47,63,72,74,85,94,106,125],hardwar:[47,83,94,102],has:[2,4,7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,58,61,63,65,68,72,74,75,76,81,82,83,84,93,94,95,96,97,102,103,106,107,117,120,122,125],has_kei:28,has_selected_colum:8,hasdependentvar:69,hash:[61,65],hasn:47,have:[1,2,4,8,9,13,21,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,54,57,58,61,62,63,65,66,67,68,70,71,72,74,75,76,77,80,81,83,84,86,87,88,93,94,96,97,102,104,106,112,114,117,118,120,122,125],haven:[47,94],hdf:[1,13,35],head:[95,97,104,108,122],header:[38,58,60,76,83,96,116,117,118,122,124],headip:108,heard:94,heavi:105,height:[8,13,15,21,31,59,71,96,97],height_:81,held:33,hello:29,help:[2,4,8,21,31,45,47,51,57,63,71,76,85,94,95,101,105],helper:[21,57,72,77,85,96],henc:[66,70,72,77,78,80],here:[2,4,6,7,8,9,13,21,29,32,33,39,43,45,47,50,51,57,61,62,71,78,82,87,88,90,93,95,97,99,104,105,106,107,111,114,117,118,120,122,124,125],heterogen:[72,74],heurist:[8,63,74,112],hidden:[8,9,21,64,72,93,106,125],hidden_out:31,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierarch:[8,68,70,76,93],hierarchi:76,high:[6,20,46,65,83,96,104,120,123],higher:[1,48,62,85,95],highest:[13,31],highli:[1,2,14,85,93,114],him:29,hint:[54,74,101],his:75,histor:48,histori:10,hl_get_sync_flag:96,hold:[29,33,37,39,46,49,51,53,75,80,82,83,84,98,106],holder_:[83,98],home:[35,45,72,75,88,101,106,107,108],honor:37,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,124],host:[32,41,106,107,116,117,118],host_c:[116,117,118],hostfil:108,hostnam:106,hostpath:107,hostport:106,hour:94,hourli:95,hous:[2,14,91,122],how:[1,2,6,8,21,29,31,33,37,43,45,47,48,51,54,57,62,63,67,72,78,82,84,93,94,101,104,106,107,112,115,118,124,125],howev:[2,8,9,30,40,43,47,61,66,67,70,71,72,77,78,81,82,83,84,93,106,111,112],howto:104,hpp:[46,59],html:[14,20],htod:102,http:[8,9,14,20,32,41,49,87,88,94,95,99,101,103,106,107,116,118,120,123,124],huber:8,huge:66,human:[8,20],hwc:15,hyper:[8,49,96],hyperparamet:[8,78],hyperplan:13,i1117:102,i386:117,iOS:[118,119],iamfullaccess:106,iamusersshkei:106,icc:47,ics:14,id_input:7,id_rsa:108,idea:[32,47,66,71,78,101],ideal:[72,84],ident:[8,77,97,106],identifi:[8,52,61,96],identityoffsetproject:8,identityproject:8,ids:[7,8,21,63,96,125],idx:[37,49,96],ies:45,ifdef:61,ifels:[31,68],ifelseop:68,ignor:[2,8,21,112,122],illustr:[2,7,33,38,48,62,72,75,93,96,102,125],ilsvrc:124,im_siz:49,imag:[2,11,12,13,14,21,22,29,47,49,50,63,64,68,71,75,87,94,95,106,109,110,114,120,123,124],image_a:71,image_b:71,image_fil:71,image_h:21,image_lay:71,image_list_provid:124,image_nam:29,image_path:71,image_reader_cr:71,image_s:124,image_w:21,imagenet:[8,20,35],imagepullpolici:106,imageri:8,images_reader_cr:71,imagin:50,img2label:15,img:[2,8,9,72],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:102,imgsizei:102,imgsizex:102,imikolov:104,immedi:[57,66,78,87,106],immutable_paramet:29,impel:83,imperfect:76,implement:[2,8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,57,59,60,61,63,67,69,72,74,80,82,83,84,85,93,125],implemet:36,impli:32,implicit:75,imposs:[63,120],impractic:84,improv:[8,73,74,76,101,102,106],in_fals:21,in_plac:21,in_tru:21,inarg:36,inbound:106,includ:[1,2,7,8,9,14,15,21,23,29,31,32,38,41,46,47,49,51,59,60,62,63,68,70,76,82,87,90,93,94,96,97,101,102,104,106,107,112,116,117,118,122,125],inclus:63,incom:54,incorpor:8,incorrect:8,increas:[33,37,46,104,112],increment:[42,50,112],incupd:96,inde:13,independ:[8,30,38,73,75,80,83,120,125],index:[2,7,8,11,13,14,21,28,30,31,33,37,68,70,85,106],indexslot:8,indic:[2,7,8,21,31,38,43,49,62,68,77,81,83,85,105,106,116],indice_map:85,indices_map:85,individu:[33,65,106],industri:[33,58,120],ineffici:[67,84],infer:[0,15,21,29,31,33,42,47,52,53,54,55,59,61,69,70,75,76,81,84,91,117,118],infer_shap:70,infer_var_type_:53,inferenc:117,inferfac:53,inferior:40,infernec:118,infershap:[31,70,76,97,98],infershapecontext:[97,98],infervartypefn:53,info:[7,8,14,46,62,96,105,120],infom:8,inform:[4,8,14,21,28,31,41,45,51,54,57,58,62,65,70,72,78,80,81,95,96,97,98,101,102,106,112,116],infrastructur:[47,106,123],ingor:112,ingrad_:56,inherit:[31,64,76,83,97],ininst:29,init:[6,20,28,31,49,56,62,63,72,73,91,96,104,106,114,123,125],init_attr:70,init_from_tar:28,init_hook:125,init_model_path:[111,112,114,122,125],initi:[2,4,6,8,9,14,16,21,28,32,37,42,50,62,65,66,70,72,73,74,78,82,85,91,93,96,97,103,112,122,123,125],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:70,initpaddl:[4,123],initrd:120,inlcud:9,inlin:[83,98,106],inner:[8,96],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:98,input1:[8,9,98],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,54,56,57,61,62,63,66,67,69,70,71,72,73,74,75,76,77,80,82,83,84,85,91,93,95,96,97,98,103,108,114,122,123,124,125],input_conf:8,input_data:96,input_data_target:96,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:96,input_id:8,input_imag:9,input_index:96,input_label:96,input_lay:96,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:85,input_seq:8,input_sequence_data:96,input_sequence_label:96,input_sparse_float_value_data:96,input_sparse_non_value_data:96,input_t:96,input_to_check:30,input_typ:125,input_valu:30,input_var:[30,70],inputbuff:36,inputdef:96,inputgradi:77,inputlayers_:96,inputs_to_check:30,inputsizechang:57,inputtyp:[2,13],insert:[65,69,76,77,95],insid:[7,9,33,42,54,57,67,71,72,74,76,77,88,106],inspir:122,instal:[8,41,56,79,87,88,94,95,99,101,104,107,124],install_android:116,instanc:[8,21,30,31,33,35,39,43,52,57,62,63,66,70,72,73,76,77,93,96,98,102,112],instance_ip:106,instanti:[33,43,103],instead:[8,9,11,32,36,41,46,47,50,51,72,94,95,125],instrins:46,instruct:[31,50,88,94,102,116,125],int16:86,int32:[61,68,85,86,112],int64:[21,44,61,81,84,86],int8:61,integ:[2,7,8,13,21,37,41,46,59,63,96,125],integer_valu:[2,13,125],integer_value_sequ:[2,13,63,93,125],integr:[7,87,120],intel:[47,61,83],intellig:20,inteloptimizedpaddl:56,intend:87,inter:[8,72],interact:[8,88,106],intercept:8,interchang:[50,76],interconnect:65,interest:[46,65,102],interestingli:47,interfac:[0,4,6,8,9,20,23,25,26,28,31,37,41,45,51,65,67,76,77,83,87,97,98,106,117,120],interg:125,intergr:8,intermedi:[45,49,64,72,94,116,118],intern:[8,9,20,23,28,46,101,104,105,106],internel:56,internet:[32,33,120],interpret:[2,7,43,47,87,102],inth:98,intrins:[43,46,118],introduc:[2,8,15,31,33,49,55,58,78,80,82,97,101,104,107],introduct:[3,123],introductori:94,intuit:[40,76],inval_:56,invalid:[71,80],invent:47,invoc:[32,47,48,76],invok:[2,8,18,28,67,70,72,74,76,77,82,84,94,95,102,106],involv:[63,97,123],iob:7,ioe:7,ios:117,ios_arch:117,ios_deployment_target:117,ios_development_root:117,ios_enable_bitcod:117,ios_platform:117,ios_sdk_root:117,ios_use_veclib_for_bla:117,ipad:117,iphon:117,ips:106,ipt:[8,70,82,93],ipx:120,ipython:29,is_color:15,is_cpu_plac:57,is_discriminator_train:123,is_gener:[122,123],is_generator_train:123,is_loc:28,is_mkldnn_librari:57,is_predict:125,is_revers:21,is_seq:[8,93],is_spars:21,is_stat:6,is_target:69,is_tensor:82,is_test:[21,57,124],is_traget:69,is_train:[2,15],ismkldnnkernel:57,isn:102,isspars:96,issu:[32,49,75,88,90,94,95,102],istag:79,item:[8,13,28,40,46,71,91,120],iter:[8,9,10,13,28,29,33,47,57,66,71,72,85],iter_multiple_input_and_param:70,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,58,62,63,65,66,67,69,70,76,77,80,81,82,83,84,90,96,97,98,102,104,106,112,122,123,125],itself:[33,40,57,66,80],ivs:82,java:[31,59,68,76],jeremi:102,jian:20,job:[4,14,40,72,75,76,88,104,111,112,114,124,125],job_dispatch_packag:105,job_id:14,job_mod:122,job_nam:[41,106],job_namespac:106,job_path:106,job_workspac:105,jobpath:106,jobport0:106,jobport1:106,jobport2:106,jobport3:106,jobserv:41,join:33,joint:122,jointli:9,journei:88,jpg:[15,124],json:[51,106,107],jth:9,judg:8,juditski:66,jupyt:[41,88],just:[2,5,7,8,9,14,32,37,38,47,49,53,57,66,67,70,71,72,76,77,78,80,81,87,90,94,95,105,106,114,116,122],jx4xr:106,jypyt:29,k8s:120,k8s_data:106,k8s_job:29,k8s_token:29,k8s_train:106,k8s_user:29,kafka:35,kaim:20,kaimingh:124,kebilinearinterpbw:102,kebilinearinterpfw:102,keep:[2,8,13,15,20,33,47,50,63,66,70,80,82,87,95,120],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,54,57,76,77,82,85,94,95,97,102],kept:[8,70],kera:78,kernel:[8,30,46,47,54,56,66,78,81,83,84,97,98,102,125],kernel_hint:54,kerneltyp:[54,57,84],kerneltypepair:84,key1:112,key2:112,key_pair_nam:106,keyid:106,keymetadata:106,keypair:106,keyserv:106,keystat:106,keyusag:106,keyword:[2,70],kforcecpu:54,kill:[33,106],kind:[1,2,29,30,33,39,50,54,57,64,65,83,84,86,88,106,107,123,125],kms:106,knchw8c:61,knchw:61,knhwc:61,know:[2,29,37,58,95,96,101,102,104,106,116],known:[21,31,47,48,62,123],kriz:14,kselectedrow:81,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:106,kubectl:[105,107,108],kuberent:[33,106],kubernet:[29,33,76,104,109,110,120],kubernetes_service_host:29,kusecudnn:54,kusemkldnn:54,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,70,82,125],kwd:25,l1_rate:6,l1_regularization_op:78,l2_rate:6,l2_regularization_op:78,l2_sim:8,l2regular:125,l93:36,label:[2,4,7,8,13,14,15,21,28,42,47,49,50,51,64,68,71,72,74,75,84,103,107,123,124,125],label_dim:[8,125],label_fil:71,label_lay:71,label_path:71,lag:112,lake:2,lambdacost:8,lambdarank:8,lan:104,languag:[8,14,50,76,80,114,122],larg:[11,14,58,66,72,74,95],larger:[2,6,7,8],larger_than:[31,52,68],last:[7,8,9,21,47,62,68,93,112,125],last_seq:63,last_time_step_output:8,lastseen:107,latenc:[8,46,72,105,106],latent:8,later:[32,47,76,78,83,87,90,97,98,106,121,125],latest:[8,31,32,33,40,87,88,90,99,107,117],latter:[66,85,101],launch:[57,106,112],launcher:29,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,64,66,68,71,72,74,76,78,82,83,85,91,93,100,103,111,112,122,123,124,125],layer_0:96,layer_attr:[8,93,114],layer_help:54,layer_num:[114,124],layer_typ:[8,55,56],layerbas:96,layerconfig:96,layergradutil:96,layerhelp:[21,54,70],layermap:96,layeroutout:8,layeroutput:9,layout:[15,57,84],layout_:[54,61,84],layouttyp:[54,84],lazi:[66,78],lbl:7,lead:[61,102],leaki:49,learing_r:64,learn:[6,7,8,9,10,14,29,38,40,43,49,50,56,63,65,66,71,72,74,75,76,78,83,88,93,94,96,97,99,102,117,121,124,125],learnabl:[21,28],learning_method:[122,125],learning_r:[6,23,38,72,103,122,125],leas:33,least:[7,33,90,116],leav:[2,31,106],lecun:14,left:[8,31,98,117,124],left_right_flip:15,legaci:88,legal:82,len:[2,8,21,38,44,47,70,91,96,125],length:[8,9,13,14,15,21,38,46,55,58,62,63,76,85,93,107,112],less:[8,21,29,120],less_than:29,let02:107,let:[4,7,8,29,31,40,48,50,54,57,61,62,63,64,77,83,84,97,101,106],level:[6,8,20,21,46,48,51,58,62,63,83,85,86,95,105,112,116,123],lgtest:32,lgtest_main:32,lib64:[88,112],lib:[60,87,88,101,104,116,117,118],libapi:32,libari:60,libc:90,libcuda:88,libgcc_:90,libgoogl:101,libiomp5:56,libmkldnn:56,libmklml_intel:56,libnvidia:88,libpaddl:[59,60,76,101],libpaddle_capi:60,libpaddle_gserv:60,libpaddle_math:60,libpython2:87,librari:[8,32,39,56,57,60,65,72,84,87,90,97,104,112,117,118],library_:61,librarydevicecontext:61,libstdc:90,licens:[56,65],life:33,lifecycl:120,lifetim:[80,90],lightweight:48,like:[2,7,8,13,14,31,32,33,36,41,43,47,48,49,50,51,53,57,61,65,66,70,71,76,77,78,80,81,84,85,87,90,93,94,95,101,102,103,104,106,111,114,116,117,118,120,122,124,125],limit:[8,13,21,47,58,63,76,78,102,112],linaro:118,line:[1,2,4,7,13,25,32,36,41,45,50,66,68,70,76,78,94,95,100,101,102,105,106,114,122,124],line_break:13,linear:[8,21,63,91],lineno:101,link1:46,link2:46,link:[8,9,32,44,45,80,90,97,106,120,125],linux:[13,44,88,90,94,95,104,106,118],linux_x86_64:[79,90],lipeng:122,lipo:117,list:[1,2,7,8,9,13,15,18,21,23,25,28,29,31,32,37,41,43,45,47,49,61,64,67,70,75,77,80,85,91,93,94,96,97,101,104,106,112,114,118,124,125],listdir:104,listen:[33,104,112],littl:[1,2,38,47,54,58,112,125],live:[97,103],load:[1,2,4,15,29,33,49,65,70,72,87,97,106,112,124],load_and_transform:15,load_featur:124,load_feature_c:124,load_feature_pi:124,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[111,112,114,122],load_mnist:49,load_uniform_data:123,loadparamet:4,loadsave_parameters_in_pserv:[36,111,112],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,62,68,70,76,87,88,94,95,101,105,107,111,112],local_scop:30,localhost:[88,99],localpath:45,locat:[8,28,32,47,61,83,85,93,96,104,118,125],lock:[32,33,37,38,74],lod:[21,58,62,81,85,86],lod_desc:[81,86],lod_expand:63,lod_level:[21,70,81,86],lod_tensor:[21,62,81,86],lod_tensor_arrai:21,lodtensor:[21,53,58,76,86],lodtensorarrai:21,lodtensordesc:[58,81],log:[2,37,45,49,72,90,96,104,105,106,107,108,112,118],log_barrier_abstract:112,log_barrier_lowest_nod:[111,112],log_barrier_show_log:[111,112],log_clip:[111,112],log_error_clip:[111,112],log_period:[107,112,114,123,125],log_period_serv:[111,112],logarithm:5,logger:2,logic:[2,40,49,53,64,65,67,72,74,80,85,97],login:[90,108],logit:[49,84],longer:[33,72],look:[2,7,21,31,41,47,50,66,70,77,78,103,104,106,107,111,123,125],lookahead:8,lookup:[21,53,63,103,125],loop:[30,31,47,71,80],loop_var:85,loss:[8,23,49,51,64,66,78,96,123,125],lot:[61,63,66,70,72,78,83,104,111,120],low:[8,20,64,65,83,85],low_rnn:62,lower:[8,46,62,63,95,105],lower_level_rnn:62,lowest:112,lpaddle_capi_shar:60,lpaddle_capi_whol:60,lrelu:49,lstm:[8,21,93,107,125],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:125,lstm_step:9,lstm_unit_op:21,lstmemori:[9,93],lstmemory_group:8,lstmlayer:55,ltr:8,mac:[60,94,95,116],machin:[9,14,28,47,49,56,65,66,72,74,78,87,90,94,96,106,107,108,111,112,114,118,120,125],machine_transl:93,maco:[90,91,94,117],macro:[48,61,77,97],made:[2,33,38,47,93],mai:[2,8,9,30,31,42,46,54,57,65,71,72,74,75,76,80,84,87,88,98,99,102,104,106,118],main:[2,4,21,47,51,65,68,76,90,101,104,106],main_program:[18,21,42],mainli:[39,61,83,87,97,112],mainlin:90,maintain:[8,31,37,66,70,76,106,121],majel:32,major:[46,72,84,116,123,124],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,62,63,66,67,70,71,72,73,76,78,83,85,87,94,95,96,97,101,102,104,106,116,117,118,120,125],make_ddim:98,make_function_oper:48,make_vari:82,maker:[76,77],malloc:[83,96],man:44,manag:[23,28,33,38,39,45,72,80,83,90,99],mandarin:8,mandatori:117,mani:[9,15,32,37,47,49,54,63,67,70,76,77,80,81,82,84,85,94,112,125],manili:51,manipul:[47,70,77,105,117],manner:[8,66,78],manual:[64,66,72,77,105,116,117,120],manufactur:47,manylinux1:90,manylinux1_x86_64:[79,90],map:[2,7,8,13,28,29,31,37,57,61,70,77,80,82,83,84,85,94,112,120,124],map_fn:85,map_read:13,mapper:13,mapreduc:[29,104],mark:[2,49,50,62,63,74,80,93,101,120],market:46,mask:[6,8,21],master:[29,40,76,79,112,118],mastermind:32,mat:[59,60],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[21,32,46,90,102],matchbox:120,math:[9,56,59,76,95,96,97,102],mathemat:78,matirx:8,matmul:[31,51,62,85,97],matric:[4,93,96],matrix:[7,8,9,13,21,28,36,59,60,96,97,111,114,117,124],matrixptr:96,matrixtyp:60,matter:2,mattyp:36,matur:104,max:[2,6,8,13,14,21,22,30,70,73,102,112,114,125],max_diff:30,max_id:[8,28,125],max_job_id:14,max_length:[8,63,93],max_movie_id:14,max_relative_error:[30,97],max_sort_s:8,max_user_id:14,max_x:21,maxframe_evalu:7,maxid:[7,125],maxid_evalu:7,maxid_lay:125,maxim:8,maximum:[7,8,14,21,31,38,93,97,102,112,125],maxinum:11,maxoutfunctor:83,maxpool:8,mayb:[31,57],md5:[14,34],mean:[2,6,7,8,9,10,11,13,15,20,28,32,51,63,69,71,72,73,80,84,88,93,94,97,101,102,103,106,112,114,120,122,123,124,125],mean_meta:124,mean_meta_224:124,mean_valu:124,mean_var_nam:8,meant:85,measur:[42,102],mechan:[8,9,39,42,57,70,77,93,106],mem:[8,31,41,63],mem_per_p:75,mem_per_train:75,member:[8,14,29,50,51,61,67,70,80,97],memcpi:[67,102],memor:8,memori:[1,2,9,31,36,37,41,46,56,57,58,61,63,66,76,84,93,94,95,96,98,102,103,107,112,114,125],memory_boot:9,memory_nam:8,memory_test:94,memory_threshold_on_load_data:112,memoryalloc:83,memorydesc:57,mention:[21,32,37,47,62,65,66,72,74,94],mere:9,merg:[8,18,38,40,42,56,62,65,67,73,95,99,112,117,122],mergedict:122,messag:[31,43,47,50,58,68,69,70,76,77,81,86,95,107,112],meta:[124,125],metaclass:97,metadata:[44,106,107],metal:120,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,54,64,65,70,71,73,74,76,80,81,84,85,88,90,96,97,98,99,101,102,112,114,125],methodolog:66,metric:[18,42],microarchitectur:46,might:[8,31,32,47,68,74,94,95,96,101,106,116],mileag:102,million:[14,114],min:[6,8,70,73,102,106,114],min_block:31,min_count:74,min_desc:31,min_pool_s:2,min_word_freq:14,mind:101,mini:[2,8,13,18,21,28,31,33,42,43,47,52,62],mini_batch:71,minibatch:[8,21,31,42,50,52,68],minim:[2,23,31,47,49,64,74,76,103,112,116,117,118],minimum:[8,21,116,117],minimun:112,minsizerel:[116,117,118],minst:2,minu:77,minus_grad:77,minusgradop:77,minusop:77,minusopgradmak:77,minusopprotoandcheckermak:77,minut:[33,40,88,94,106],mirror:[32,88],mislead:38,miss:[49,112,122],mistak:47,mit:106,mix:[9,85,93],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:101,mkdir:[45,87,99,106,108],mkl:[47,57,76,83,84,87,88],mkl_packed_:55,mkldevicecontext:83,mkldnn:[8,56,61,84],mkldnn_:56,mkldnn_batch_norm:8,mkldnnactiv:56,mkldnnbase:56,mkldnnlayer:56,mkldnnmatrix:56,mkldnnplace:84,mkldnnstream:56,mkldnntester:56,mklml:56,mklpack:55,mklpackedgatedrecurrentlay:55,mklpackedgemm:55,mklpackedlstmlay:55,mklpackedrecurrentlay:55,mlp:51,mlr:20,mnist:[2,4,35,49,50,68,71,72,75,76,101],mnist_provid:2,mnist_random_image_batch_read:71,mnist_train:[2,71],mnist_train_batch_read:71,mobil:[46,47,76,99,115],mod:104,mode:[8,25,28,46,55,65,95,112,123,124],model:[0,1,4,8,9,14,28,31,33,34,42,50,55,64,65,66,72,74,75,76,78,84,85,91,95,96,99,100,104,106,112,121],model_config:[4,123],model_list:[112,114],model_path:114,model_zoo:[122,124],modif:89,modifi:[4,8,46,51,72,78,93,96,97,104,105,106],modul:[1,2,4,9,14,28,48,49,63,72,85,97,101,124,125],modular:63,modulo:8,moment:[23,101],momentum:[6,21,23,80,125],momentumop:101,mon:107,monitor:125,mono:8,month:[32,125],more:[1,2,4,7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,54,57,61,62,63,64,70,71,72,74,76,78,83,85,87,88,91,93,94,96,97,98,99,101,102,103,104,107,114,118,120,125],most:[2,4,8,13,21,28,29,32,40,50,51,61,63,66,71,72,78,83,84,90,93,96,101,102,103,111,120],mostli:[46,120],motiv:76,mount:[41,88,104,106,107],mountpath:[106,107],move:[8,33,37,45,47,66,88,102,106,120],movement:102,movi:[2,14],movidiu:47,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[65,108],mpirun:108,mse:[47,50,64,68],msra:20,much:[8,33,47,57,64,71,78,85,102],mul:[48,70,75,96,97],mul_grad:97,mul_op:[21,97],mul_ratio:8,mul_result:70,mulgradkernel:97,mulkernel:97,mulop:[48,97],mulopgrad:97,mulopmak:97,multi:[8,42,65,67,96,101,105,111,112,120,124],multi_binary_label_cross_entropi:8,multi_crop:124,multidimension:21,multigradientmachin:67,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,54,65,72,74,75,76,84,86,93,96,97,101,104,106,112,114,123,125],multiple_input:70,multiple_param_attr:70,multipli:[7,8,21,96],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,21,38,57,58,61,69,70,71,76,82,93,96,97,98,104,106,112,114,116,118],mutabl:[83,98],mutable_data:[57,83,97,98],mutuable_data:[83,98],mxnet:[31,47],my_cluster_nam:106,my_external_dns_nam:106,my_lib:104,myfil:13,mypaddl:107,name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,57,58,60,63,68,70,75,76,79,81,82,85,86,88,90,91,93,94,96,97,102,103,104,107,109,110,112,114,117,120,122,123,124,125],name_prefix:35,namespac:[31,52,59,70,96,97,107],nativ:[8,46,95],natur:[37,40,63,74,85,114],navig:99,ncall:101,nccl1:65,nccl2:65,ncclinit:65,nchw8:84,nchw8c:84,nchw:[8,21,56,61],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:116,nearest:[46,125],nearli:30,necess:85,necessari:[2,8,31,38,40,42,58,63,67,70,82,85,96,108,125],necessarili:96,neck:65,need:[2,7,8,9,13,20,21,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,54,57,61,63,64,65,66,67,69,70,72,74,75,76,77,78,80,81,82,83,85,87,88,89,90,91,93,96,97,98,99,104,106,107,111,112,114,116,117,118,120,123,124,125],neg:[2,7,8,125],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neglect:8,neighberhood:65,neighbor:125,neither:8,neon:[46,116,118],ner:7,nerual:21,nervana:47,nest:[2,8,13,31,68],net:[8,9,16,31,49,62,80],net_diagram:124,netop:[31,76],network:[1,2,4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,55,56,62,64,66,71,72,74,78,80,82,83,84,86,91,96,97,98,102,104,112,120,122],network_config:114,networkadministr:106,neural:[2,4,8,9,13,20,28,29,31,33,51,55,56,62,66,72,78,80,83,84,86,91,98,102,104,112,122,123,124],neuralnetwork:67,neuron:[4,21,96,125],never:[13,71,80,106,107],new_block_idx:70,new_stat:62,newblock:70,newbuff:57,newer:116,newest:38,newli:[46,117,120],newop:31,newopdesc:70,newprogram:70,newremot:72,newvardesc:70,next:[8,14,33,39,63,65,85,93,96,97,101,102,106,107,112],nextlay:56,nfs4:106,nfs:106,nfsver:106,ngram:14,nic:[111,112],nil:37,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:96,no_cach:2,no_grad_set:[23,30,97],no_sequ:[2,8],node1ip:108,node2ip:108,node3ip:108,node:[8,32,40,51,63,65,72,74,75,76,86,94,96,104,105,106,107,108,112,120],node_0:106,node_1:106,node_2:106,node_id:104,nodeattr:51,nodeentri:51,nodefil:105,nodesep:51,nohup:104,nois:[8,33,49,104,123],noise_dim:123,noisi:[8,49],non:[8,21,33,46,47,81,96,97,106,112],none:[1,2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,62,63,64,68,70,75,82,85,93,103,124,125],noneedtran:57,nonlinear:[20,96],nor:94,norm:[9,49,61,123],norm_by_tim:8,normal:[2,4,8,9,14,20,66,93,96,104,107,112,122,123,124],normzal:124,notat:8,note:[2,4,6,8,9,11,15,18,28,29,31,36,37,41,58,65,71,76,83,84,87,88,97,98,99,102,104,106,112,114,117,122],notebook:[41,88],noteworthi:47,noth:[5,28,54,70,80,94,112],notic:[47,65,77,93,95,96],notif:95,notin:84,notingradi:97,notion:85,notori:30,now:[2,13,32,33,49,58,61,66,74,76,77,78,80,106,112,117,123],np_arrai:13,nproc:94,nullptr:[57,77,80,96],num:[8,9,104,112,125],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,51],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[104,111,112],num_group:8,num_hidden:51,num_input:95,num_neg_sampl:8,num_p:[72,75],num_parameter_serv:29,num_pass:[28,107,111,112,114,125],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:81,num_shard:35,num_step:85,num_train:[72,75],number:[2,7,8,9,13,14,15,21,31,33,35,42,66,71,74,76,82,85,94,96,101,104,106,112,122,124,125],numchunktyp:7,numdevices_:114,numer:[8,97],numeric_grad:30,numerical_grad:30,numlogicaldevices_:114,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,70,71,87,97,123,124],numreal:36,numsampl:102,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:94,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,61,65,83,88,94,102,112],nvlink:65,obei:7,obj:[2,124,125],object:[2,4,6,8,9,13,28,29,36,42,49,51,59,64,70,75,76,78,80,98,102,123,124,125],observ:[8,96,102],obtain:[21,40,66,125],obviou:61,obvious:[32,101],occupi:46,occur:[14,28],occurr:31,oct:107,odd:8,off:[60,87,88,94,104,116,117,118,120],offer:[4,31,75,76,82],offici:[8,32,95,99,106,116],offlin:[33,35,120],offset:[8,36],often:[8,36,51,61,95,101,104,125],ograd:96,old:[30,38,40,63,76,112],older:[47,116],omega:78,omit:125,omp_num_thread:101,ompi_comm_world_rank:104,on_init:2,onc:[2,8,33,37,42,47,50,66,72,74,95,96,99,106,125],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,58,61,62,63,64,65,66,67,68,69,70,71,72,75,76,77,80,81,83,84,85,88,94,95,96,97,103,105,106,107,108,112,114,120,122,123,124,125],onehotcrossentropyopkernel:97,ones:[48,49,76,95,97],onli:[1,2,4,7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,57,62,63,64,65,67,70,72,74,75,76,81,82,83,84,85,87,89,90,93,94,96,97,98,99,102,106,107,111,112,114,117,120,122,124,125],onlin:[8,10,33,35,71],only_cpu:30,onnx:47,onto:[21,72,74,106,108],op_:97,op_check:97,op_class:[76,82],op_desc:[53,69],op_info:103,op_kei:57,op_maker_class:[76,82],op_proto:82,op_registri:103,op_test:97,op_typ:[76,97],op_unique_kei:57,opattrcheck:97,opcreat:82,opdesc:[31,50,68,69,70,76,77,82,86],opdescbind:[53,77],opdescbuild:31,open:[2,8,15,29,35,47,49,56,71,95,101,104,106,124,125],openbla:[87,88,116],opencv:15,openmp:101,openmpi:104,opensourc:65,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,54,62,63,64,65,69,72,73,75,78,80,83,84,86,93,95,96,98,102,103,106,112,116,122],operand:[21,46],operator_grad:30,operatorbas:[31,48,76,77,82,97],operatorwithkernel:97,opinfo:[53,76,77],opinfomak:53,opinfomap:77,opkernel:98,opkernelkei:76,opkerneltyp:61,opmak:82,opproto:97,opprotoandcheckermak:[77,97],opprotomak:[82,97],opregist:82,opregistri:82,ops:[23,30,31,32,50,51,66,68,69,70,76,83,97,120],ops_:31,ops_test:32,opt:[29,64,69,75,82,87],opt_op_list:64,optest:97,optestmeta:97,optim:[2,6,16,27,28,30,49,65,66,67,68,72,73,74,75,76,78,81,96,101,102,103,104,116,118],optimis:64,optimize_op_attr:70,option:[2,7,8,18,21,25,29,32,49,54,58,68,69,70,76,81,82,86,94,96,101,104,105,114,116,117,120],optmization_op_list:64,opts_np:69,optyp:[53,82],opwithkernel:[81,84],order:[2,8,9,13,15,21,28,50,58,71,78,85,87,96,101,104,106,107,112,120,123,124,125],ordereddict:28,oregon:106,org:[7,8,9,14,20,35,44,49,88,123],organ:[7,8],orient:82,origin:[1,2,8,9,13,14,21,30,46,49,80,85,95,98,123],other:[2,7,8,9,13,21,23,31,33,38,45,46,47,53,57,61,62,66,69,78,80,82,83,84,87,93,94,95,101,103,104,106,107,114,116,117,118,120,122,123,124,125],otherchunktyp:7,otherwis:[1,8,13,14,15,21,28,29,33,38,40,49,53,57,71,93,95,105,114],our:[29,32,49,53,61,65,66,72,74,80,85,87,90,93,94,95,96,101,106,107,116,122,125],out:[8,21,28,29,31,32,37,40,47,51,57,62,63,70,72,84,91,93,97,98,101,102,106,107,108,112],out_dir:106,out_left:8,out_mem:93,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:8,outgrad_:56,outlier:8,outlin:113,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[4,5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,57,58,62,63,66,68,69,70,71,72,74,76,77,80,81,82,83,84,85,87,93,94,95,96,97,98,101,102,104,107,112,114,116,122,123,124,125],output_:[8,56,96],output_all_step:62,output_dim_idx:21,output_dir:124,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,91,124],output_max_index:11,output_mem:[8,93],output_mod:25,output_nam:30,output_num:62,output_path:35,output_s:21,output_seg:85,outputbuff:36,outputgradi:77,outputh:8,outputw:8,outsid:[2,8,9,72,80],outter_kwarg:2,outupt:85,outv:96,outval_:56,over:[1,8,9,21,28,29,47,65,66,85,95,96,102,125],overal:[49,66,95,120],overfit:[21,78],overhead:102,overlap:[7,8,96],overlap_threshold:[7,8],overload:[46,54],overrid:[31,33,45,57,75,83,96,97,98],overview:[37,38,39,83],overwhelm:95,overwrit:[45,104],own:[8,38,40,43,51,53,64,65,66,72,75,78,82,97,104,105,106,116,117],owner:[94,95],paam:15,pack:[85,116],packag:[2,13,14,37,41,48,56,79,87,88,95,97,101,106],pad:[9,21,57,125],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,55,56,57,58,59,60,62,63,67,68,72,75,76,78,82,83,85,87,88,90,91,93,94,95,96,97,99,101,102,103,104,105,106,107,108,112,114,116,120,123,125],paddle_begin_init_param:38,paddle_dir:97,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:[31,57],paddle_enforce_eq:[97,98],paddle_error:[59,60],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:104,paddle_init_param:38,paddle_init_port:104,paddle_init_ports_num:104,paddle_init_ports_num_for_spars:104,paddle_init_pserv:104,paddle_init_trainer_count:104,paddle_init_trainer_id:104,paddle_init_use_gpu:104,paddle_job:41,paddle_manylinux_devel:87,paddle_matrix:[59,60],paddle_matrix_cr:60,paddle_matrix_get_shap:59,paddle_matrix_shap:59,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:107,paddle_paramet:38,paddle_pserver2:105,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:122,paddle_save_model:38,paddle_send_grad:38,paddle_source_root:122,paddle_train:[60,79,105],paddle_with_mkldnn:61,paddlepaddl:[1,2,4,8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,58,62,63,64,67,70,71,75,76,80,85,86,89,91,93,94,95,96,97,101,102,104,105,108,109,110,119,120,121,124,125],paddlepaddle_gpu:90,paddlepaddlebook:88,paddlepadl:2,paddpepaddl:2,page:[95,106],pain:75,pair:[7,23,25,31,50,64,72,76,84],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:122,paper:[8,20,49,122,123,124],para:36,paraconvert:122,paradigm:[43,76],paragraph:62,paragraph_data:62,paragraph_out:62,parallel:[65,72,74,76,84,94,102,104,106,107,112,114],parallel_nn:[6,111,112],paralleldo:73,param:[6,8,9,13,21,23,30,31,38,67,70,83,98],param_attr:[8,9,21,22,36,70,93],param_config_proto:38,param_initi:21,paramattr:[6,8,16,21,93],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,23,25,27,30,31,32,34,36,40,43,45,47,49,50,51,53,58,62,64,65,68,71,72,73,80,82,84,85,87,91,95,96,98,100,103,105,114,117,123,125],parameter_block_s:[111,112],parameter_block_size_for_spars:[111,112],parameter_learning_r:6,parameter_list:[23,64],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient_:36,parametermap:96,parametermutex_:36,parameters_:96,parameters_and_grad:[23,64],parameterserver2:36,parameterset:29,parameterupdat:67,parameterupdater_:36,parametr:8,params_grad:64,paramt:[106,122],paraphrase_data:122,paraphrase_model:122,paraspars:96,parent:[31,68,70,76,96],parent_:[31,80],parent_idx:70,parenthes:76,pars:[4,13,14,32,51,94,106,114,123],parse_config:[4,123],parser:13,part:[2,7,8,31,40,47,57,58,68,70,72,83,93,96,101,102,104,120,123,125],parti:[94,102,116,117,118],partial:[8,28,123],partial_sum:8,particip:97,participl:122,particular:[50,58,76,84,102],particularli:20,partit:[33,35,72,74,76,104,106],pass:[2,8,18,21,26,28,31,33,42,47,49,58,64,66,67,69,70,71,76,78,80,84,85,95,96,102,104,105,106,107,112,123,125],pass_gener:8,pass_id:28,pass_idx:71,pass_test:123,passtyp:96,password:108,past:[29,88,91,106],patch:44,path:[1,2,7,13,14,15,28,33,37,38,41,63,71,87,88,104,106,107,112,114,116,117,118,122,124,125],path_to_paddlepaddle_working_directori:99,pattern:[14,33,59,66,78,106],paus:[33,40],pcie:65,pdf:9,peer:65,pem:[29,35,106],pend:[33,37],peopl:94,pep425tag:90,pep8:95,per:[7,8,14,15,33,38,65,66,71,78,97,112,125],percal:101,perf_test:101,perfom:[112,114],perform:[1,8,9,20,21,30,38,42,46,47,49,65,67,71,72,76,78,83,84,93,94,96,97,100,104,111,116,117,118,123,125],perftool:101,period:[1,33,40,75,112,125],permiss:106,permut:21,peroid:[8,15],persist:[43,81,86,106],persistentvolum:106,persistentvolumeclaim:106,person:[7,29,54],perspect:[76,102],perturb:[30,96],peter:75,pex:120,pfs:[35,45,75],pfsclient:35,pfspath:45,pgp:106,phase:[21,57,63,65,66,71,77,120],philosophi:[66,78],photo:49,physic:[117,120],pick:[2,106,117],pickl:[104,108],pictur:[65,125],piec:[8,9,98],pil:[15,104],pillow:41,ping:95,pip:[79,87,89,91,95,99,101],pipe:13,pipelin:42,piperead:13,pivot:57,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,21,31,33,40,43,54,57,65,72,74,76,84,96,98,102,103,124],place_:[54,61,83,84],placehold:[49,83,98,122],placement:74,plain:[1,7,8,13,41,58,60,61],plan:[33,57,76,96,116],platform:[31,57,61,83,90,95,97,98,103,106,116,117,118],pleas:[2,4,6,8,9,10,15,29,33,37,38,39,51,61,62,70,71,75,76,83,86,87,88,90,93,94,95,96,97,98,99,101,104,106,116,117,118,121,122,125],plot:29,plu:[8,30],plug:[65,66],pne:97,png:124,pnpairvalidationlay:112,pnpairvalidationpredict_fil:111,pod:[35,41,106,107],pod_nam:106,point:[21,31,33,41,46,57,65,75,83,94,95,97,98,101,102,116,120],pointer:[31,38,47,51,61,70,76,80,83,98],polar:14,polici:106,pollut:40,polyak:66,ponit:51,pool3:96,pool:[2,9,21,27,73,125],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:[9,125],pooling_typ:[8,125],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51,124],port:[32,101,104,106,107,111,112],port_num:111,portabl:51,portal:99,ports_num:[104,112],ports_num_for_spars:[36,104,111,112,114],pose:33,posit:[2,7,8,9,125],positive_label:7,possibl:[29,31,37,70,74,78,102,123],post:[41,44],postpon:78,potenti:[46,102],power:[46,65,98,120,125],ppo_workspac:99,pprof:101,practic:[93,96],pre:[2,8,9,14,29,38,54,87,95,106,107,116,118,122],pre_activ:70,pre_bia:70,pre_dictandmodel:122,pre_stat:[62,85],preambl:70,precis:[7,42,46,66,87],precision_evalu:7,precompil:43,pred:[51,125],predetermin:[8,112],predic:14,predict:[2,3,7,8,28,72,78,91,93,112,122,125],predict_fil:112,predict_lay:28,predict_output_dir:[111,112,125],predict_sampl:4,predicted_label_id:125,prediction1:28,prediction2:28,prefer:[47,54],prefetch:[36,96],prefix:[7,9,33,35,63,106],pregrad:96,premodel:122,prepand:70,prepar:[4,30,41,67,93,109,125],prepend:70,prepend_oper:70,preprocess:[14,15,85,107],present:[29,31,85,124],preserv:45,press:20,prev_batch_st:[111,112],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[1,10,21,29,33,37,40,78,101],preview:[76,99],previou:[8,9,28,33,45,62,63,74,96,101,106,112],previous:[8,107,124],previous_memori:31,price:[14,76,91],prim:57,primari:[47,50],primarili:[66,78],primer:95,primit:[46,56,57,65,85],primitive_desc:57,primitivedesc:57,principl:[29,32,61],print:[6,28,29,47,51,72,90,91,101,108,112,122,125],print_graphviz:51,printallstatu:102,printer:7,printstatu:102,priorbox:8,prioriti:76,prite:7,privat:[31,60,70,80,81,82,83,85,95,98],privileg:[94,106],pro:65,prob:[7,28,91,123],probabilist:[8,122],probability_of_label_0:125,probability_of_label_1:125,probabl:[7,8,21,28,63,88,93,95,124,125],problem:[4,8,29,30,32,40,47,49,50,66,76,78,90,94,125],proc:88,proc_from_raw_data:125,proce:[13,33,71,88,106],procedur:[31,58,98,117,122],proceed:20,process:[1,2,4,6,8,9,13,21,29,31,35,36,37,40,42,43,47,51,56,58,65,72,78,82,93,95,101,104,105,106,107,112,114,122,124,125],process_num:13,process_pr:125,processdata:124,processor:[46,102],produc:[8,9,13,21,33,47,51,71,124,125],product:[8,9,21,41,47,96,106,107,125],productgraph:107,prof:101,profil:[16,45],proflier:102,program:[1,13,18,20,21,25,29,35,38,40,43,50,52,64,65,71,72,75,76,80,101,102,105,112],programdesc:[43,47,58,69,70,75,77],programm:[47,70,72],progress:[33,37,112],proivid:2,proj:8,project:[8,9,41,60,93,96,97],promis:[8,9,63],prompt:[45,47],prone:29,prop_kind:57,propag:[8,10,47,66,97,112,114],proper:[54,104],properli:[54,94,125],properti:[2,51,78,112],propos:[31,47,63,64,65,66,73,74,85],proprietari:56,protect:[46,82,96,97],proto:[11,54,58,61,68,76,82,86,97],proto_:82,protobuf:[28,31,41,43,47,50,51,58,68,70,76,77,82],protoc:[116,118],protocol:[7,103,112,120],prove:125,provi:104,provid:[8,14,21,29,31,38,41,42,43,46,47,49,51,53,54,65,66,70,75,78,82,83,85,88,91,98,101,102,104,105,106,116,117,120,122,123,124],providermemory_threshold_on_load_data:111,provis:[106,120],provod:2,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,76,104,106,111,112],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,111,112],pserver_spec:28,pserverstart_pserv:111,pseudo:[29,41,77,85],pseudocod:85,psize:96,ptr:[60,83],pub:108,pull:[32,76,79,95,122],purchas:125,purpos:[8,33,54,72,74,102],push:[31,43,47,95],push_back:96,put:[32,33,36,57,70,74,83,96,107,116,125],pvc:106,pwd:[87,88,94,99,116],pxe:120,py_paddl:[4,123],pybind:[31,46],pydataprovid:[1,2,125],pydataprovider2:[3,4,125],pypi:90,pyramid:8,pyramid_height:8,python2:101,python3:90,python:[1,2,3,21,28,29,31,39,42,43,47,48,49,50,51,54,59,63,67,76,79,83,85,87,88,90,91,93,94,95,99,103,104,108,122,123],pytorch:47,qualcomm:46,qualiti:125,queri:[7,8,106],query_id:7,question:[8,29,74,82,106],queue:74,quick:[51,112],quick_start:[41,106,107,109,125],quick_start_data:107,quickli:[63,70,76],quickstart:107,quit:[63,102],r14b:116,r_t:8,rais:[13,21,51,104],rajathkmp:49,ran:[74,102],rand:[49,102,112,114,123],random:[2,6,8,13,20,21,35,49,61,67,70,71,97,104,112,123],random_crop:15,random_imag:35,randomli:[15,21,40],randomnumberse:111,rang:[2,8,13,20,21,35,46,49,71,72,75,82,95,112,114],rank0:65,rank1:65,rank:[8,21,29,85,98,106,124,125],rank_tabl:21,rankdir:51,ranktabl:21,rapid:77,rare:2,raspberri:119,raspberry_pi:118,raspberrypi:118,raspbian:118,rate:[6,7,8,9,10,14,38,96,125],rather:[4,41,49,85,106],ratio:[8,112],raw:[8,58,125],rdma:112,rdma_tcp:[111,112],reach:[33,65,102],read:[1,2,13,15,21,28,29,33,35,47,71,72,74,76,85,88,93,94,99,104,106,116,120,124,125],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_ranking_model_data:29,readabl:[76,101],reader:[0,14,28,35,46,49,50,68,72,75,101,104],reader_cr:35,reader_creator_bool:71,reader_creator_random_imag:[13,71],reader_creator_random_image_and_label:[13,71],readi:[33,106,107,120],readlockguard:36,readm:60,readonesamplefromfil:2,readwritebuffer_:36,readwritemani:106,real:[2,8,21,36,49,71,104,123],realist:29,realiz:[31,61,62],realli:[47,78],reason:[9,29,30,33,47,95,107],recal:7,receiv:[33,41,62,74],recent:66,reciev:112,recognit:[2,8,124],recommand:2,recommend:[1,9,29,87,88,89,93,95,96,99,104,105,112,116],recompil:102,record:[13,37,57,82,106],recordio:[13,14,29,35,37,72,75],recov:[33,85,123],recover:76,recoveri:37,rectifi:[8,20],recurr:[55,62,80],recurrent_group:[9,93],recurrent_lay:9,recurrent_op:85,recurrentgradientmachin:[60,63,85],recurrentgroup:7,recurrentlay:[55,112],recurs:[31,32,45,76],recv:[65,72,74,106],recvparametertyp:36,red:[49,101],redirect:13,reduc:[8,21,46,65,74,76,88,95,101,105,112,114],reduce_by_kei:76,reduce_mean:49,refactor:[50,63,66,67,70,72,74,78,85],refer:[1,4,6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,57,61,62,65,68,70,76,78,80,83,85,86,87,88,93,94,96,97,98,107,116,117,122,125],referenc:37,reflect:37,reformat:95,refrain:97,reg:82,regard:120,region:[8,80,102],regist:[61,77,83,84,96,102],register_gpu_profil:102,register_lay:96,register_op:[48,76,77,82,97],register_op_cpu_kernel:[83,97],register_op_cuda_kernel:[83,97],register_op_without_gradi:[76,97],register_oper:[53,77],register_tim:36,register_timer_info:102,registerop:82,registr:[97,103],registri:[41,53,83,107,120],regress:8,regular:[6,16,21,23,96,106,125],regularization_coeff:26,reinforc:75,reiniti:57,rel:[1,9,30,40,78,97,116],relat:[2,33,40,41,46,61,80,84,95,101,107,117,118,120],relationship:[77,83,123],releas:[75,79,106,116,117,118],relev:97,reli:[30,63,64,66,78,97,101],reliabl:[33,78],relu1:51,relu2:51,relu:[8,49,51,96],relwithdebinfo:101,remain:[85,125],rememb:[8,95],remind:[61,83],remot:[6,32,36,76,95,96,106,112,114],remote_ess:75,remote_sess:75,remoteparameterupdat:[36,39,112],remov:[13,45,47,63,95,112,116,117],ren:20,renam:[45,46,90],reorder:57,reorder_primit:57,reorgan:8,repeat:[31,50,68,69,81,82,86,101],repeatedli:50,replac:[32,37,53,66,75,77],repli:95,replic:72,replicaset:41,repo:[32,95,99,118],report:[37,46,47,72,102],reportdataset:37,repositori:[8,99,116],repres:[2,4,8,9,21,31,37,47,51,58,61,63,66,70,74,75,76,78,81,83,85,86,93,96,106,125],represent:[8,38,49,50,61,63,72,81,125],reproduc:94,request:[32,33,36,40,72,76,79,95,106,107,120,122],requir:[1,7,8,23,29,33,38,40,41,45,46,51,56,62,66,68,69,72,74,76,78,81,82,86,90,94,95,96,97,99,104,106,107,116,118,120,123,125],res5_3_branch2c_bn:124,res5_3_branch2c_conv:124,research:[14,47,72],reserv:[2,21,45],reserveoutput:96,reset:[8,18,33,42],reset_program:[18,42],resetingrad:56,resetinvalu:56,resetoutgrad:56,resetoutvalu:56,resetxxx:56,reshap:[30,71,98],reshape_s:8,resid:94,residu:124,resiz:[15,36,83,97,98],resize_s:15,resize_short:15,resnet_101:124,resnet_152:124,resnet_50:124,resolv:[32,95,107],resourc:[43,65,75,83,106],respect:[2,30,46,49,62,93,96,112,124],respons:[8,36,42,49,65,66,67,78,106,107],rest:[2,8,21,31,41,44,84,120],restart:[33,38,106,107,120],restartpolici:[106,107],restor:[30,66],restrict:[78,80,101,112],result:[4,5,7,8,21,25,28,30,37,42,49,50,51,58,63,64,65,67,72,97,98,101,102,103,106,112,124,125],result_fil:7,resum:40,retain:98,retran:106,retriev:[31,63,80,94,96,101,107],retriv:104,return_op_list:23,return_seq:9,reuqest:79,reus:[31,40,63,71,76,96,97],rev:94,revamp:72,reveal:[29,101],revers:[8,9,93],review:[14,107,125],reviews_electronics_5:107,revis:125,rewrit:[32,97],rgb:[8,15],rho:10,rid:47,right:[2,8,30,31,32,41,42,76,78,95,124],ring:65,rkt:[41,94],rmsprop:[66,125],rmspropoptim:66,rnn:[8,9,31,47,49,63,70,76,80,100,111,125],rnn_bias_attr:93,rnn_layer_attr:93,rnn_out:93,rnn_output:85,rnn_step:8,rnn_use_batch:[55,111,112],rnnalgorithm:63,rnnlm:14,rnnstep:85,roadmap:85,robust:[8,20],rocmplac:61,roi:8,role:[14,29,37,38,65,72,106],rollback:70,root:[10,11,65,106,107,117],rot:8,roughli:[2,123],round:[46,65],routin:[46,56,65],row:[4,7,8,13,21,36,96,124],row_id:8,rows_:81,rpc:37,rpcserver:37,rpi:118,rpi_arm_neon:118,rpi_toolchain:118,rsize:106,rtk:120,rtype:13,rule:[7,21,47,50,72,96,106],run:[29,30,31,32,33,41,42,46,47,48,49,50,51,57,61,62,64,65,66,68,69,72,73,74,75,76,80,81,83,84,89,90,91,94,95,96,98,99,101,102,104,105,106,108,109,110,112,116,117,118,120,122,124,125],run_test:87,runinitfunct:102,runnabl:74,running_on_cloud:41,runserv:99,runtim:[1,2,25,31,53,62,75,76,86,88,105,116],runtime_table_:31,s_param:123,s_recurrent_group:93,sacrif:1,safe:41,sai:[8,50,52,71,72,94,112,114],said:47,sake:96,same:[2,4,7,8,9,20,21,28,29,30,37,38,40,48,49,51,54,62,63,65,70,72,75,76,77,80,84,85,87,93,97,98,105,106,114,122,125],samping_id:8,sampl:[2,4,7,13,14,42,49,82,88,104,105,112,114,122,123,124,125],sample_dim:123,sample_id:7,sample_num:7,sampler:49,satifi:7,satisfi:[32,57,81,90,106,125],save:[2,8,13,28,33,35,37,38,41,50,51,58,66,72,81,86,94,104,106,107,112,114,124,125],save_dir:[107,112,114,123,125],save_only_on:[111,112],save_parameter_to_tar:28,saving_period:[111,112],saving_period_by_batch:[111,112,114,125],saw:2,scalabl:76,scalar:[2,8,21,31,52,85],scale:[5,20,66,72,74,77,82,97,104,124],scaleop:97,scaleopmak:[76,97],scalingproject:8,scan:[37,76],scatter:[8,65],scenario:[63,111],scene:111,schdule:106,schedul:[37,41,74,106,123],scheduler_factor:6,schema:122,scheme:[7,10,36,78,97],scope:[30,43,73,75,103],score:[7,8,21,63],scp:108,scrip:125,script:[4,14,65,87,94,97,104,105,106,108,116,124,125],sdk:117,search:[8,33,80,87,93,112],second:[2,8,21,29,45,47,49,51,62,63,68,69,71,80,82,97,105,122,124,125],secret:106,section:[2,47,70,74,93,95,96,101,106,125],see:[2,4,8,9,21,29,33,46,47,70,75,95,97,98,101,102,106,122,123,124,125],seed:[20,21,102,112],seem:[32,46,47,90],seen:[78,97],segment:[7,62,85,98],segmentor:122,sel_fc:8,selcet:8,select:[8,63,106],selected_generation_scor:63,selected_id:[8,63],selected_indic:8,selected_row:[81,86],selected_rows_desc:[81,86],selected_scor:63,selectedrow:[53,86],selectiv:8,selector:107,self:[30,42,49,51,55,56,58,64,70,85,96,97],selfnorm:8,semant:[14,29,63,79],semat:29,send:[33,38,54,65,72,74,76,82,86,95,104,106,112],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[66,78,95,101],sensit:8,sent:[29,38,72,76,82,107],sentenc:[2,8,14,47,62,63,85,93,125],sentence_input:85,sentiment:[2,125],sentimental_provid:2,separ:[2,7,21,25,38,48,66,72,77,78,104,112,122,125],seper:85,seq:[8,14],seq_len:85,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:122,seq_typ:[2,13],seqenc:21,seqtext_evalu:7,seqtoseq:[8,122],seqtoseq_net:[8,122],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,55,64,68,85,95,96,122,125],sequence_conv_pool:125,sequence_group:8,sequence_nest_group:8,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,31,93,125],seri:[9,90],serial:[2,28,31,37,58,67,76,86],serializ:76,serv:[46,72,76,85,88,102,104,106,123],server:[29,32,36,39,40,47,65,72,76,87,96,105,111,120],serverless:33,servic:[101,104,120],sess:[49,51,64,75],session:[51,64,69,102],set:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,57,61,62,63,69,70,76,77,80,83,85,87,93,94,95,96,97,98,99,100,101,102,104,105,106,107,111,112,114,117,118,122,124,125],set_active_typ:96,set_default_parameter_nam:6,set_drop_r:96,set_float_el:30,set_input:8,set_siz:96,set_typ:96,setdatatyp:81,setdefault:97,setp:106,setq:94,settup:96,setup:[2,66,72,79,96,97,120,125],sever:[2,7,8,30,36,49,61,62,63,65,67,70,81,83,85,87,104,105,106,114,125],sexstant:120,sgd:[23,28,29,33,41,66,67,72,74,75,81,103,104,123],sgd_optim:103,sgdasync_count:111,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,61,62,68,70,75,76,81,83,97,98,103,124],shard:[33,34,35,36,37,38,40,72,74,104,106],share:[8,21,32,49,60,67,70,76,78,83,85,94,97,102,112],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[57,59,60,80,83,98],shell:[88,106,124],shift:[8,124],shorten:8,shorter:[15,124],should:[2,4,6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,54,57,61,62,63,64,66,67,68,71,72,76,77,78,81,82,84,85,86,91,93,97,99,105,106,116,125],should_be_fals:29,should_be_tru:29,should_shuffl:2,show:[4,7,10,31,33,45,47,52,58,62,65,66,68,85,90,94,98,104,106,107,112,122,124,125],show_check_sparse_distribution_log:[111,112],show_layer_stat:[111,112],show_parameter_stats_period:[107,111,112,114,125],shown:[2,8,29,42,65,72,93,96,98,102,106,123,124,125],shrink:96,shrink_rnn_memori:21,shuffl:[2,13],sid:106,side:[8,28,42,67,98,104,124],sig:106,sigint:105,sigmod:82,sigmod_op:82,sigmod_output:82,sigmoid:[8,22,31,75,82,85,96],sigmoidactiv:9,sign:[44,58,106],signal:105,signatur:106,signific:102,similar:[8,21,31,43,47,63,66,71,72,74,76,78,83,84,85,97,101,106,120,125],similarli:[8,13,47,97],simpl:[1,2,5,7,8,9,13,14,23,28,46,50,51,62,66,68,74,78,80,82,85,102,112,125],simple_attent:93,simple_gru:[93,125],simple_lstm:[8,125],simple_rnn:[8,93],simple_transform:15,simpler:67,simplest:106,simpli:[1,8,15,29,38,88,91,93,102,122,124],simplifi:[29,63,70,82,96,107],simul:[47,117],simultan:106,sinc:[8,9,33,37,39,40,47,53,57,61,66,71,72,73,75,77,78,85,98,102,106,117,120,123,125],sincer:95,singl:[2,7,9,13,21,33,42,46,54,65,72,74,75,76,80,87,91,96,101,104,107,124,125],singleton:73,sinlg:28,sit:72,site:[32,101,106],situat:[69,84],six:122,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,58,63,66,70,71,72,75,81,82,83,85,88,91,93,96,97,98,103,112,116,117,118,123,124,125],size_a:8,size_b:8,size_in_byt:57,size_t:[36,83,85,96],sizeof:[31,122],skip:[71,95,105,106,124],sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slow:[2,102],slowli:[94,101],small:[2,8,14,30,49,56,63,95,96,112],small_messag:[111,112],smaller:[21,30,33,46,63,95],smart:80,smooth:8,snap:107,snapdragon:46,snapshot:[34,40,106],snippet:[48,64,93,96,102,106,125],sock:41,sock_recv_buf_s:[111,112],sock_send_buf_s:[111,112],socket:112,softmax:[8,9,21,29,31,47,51,52,63,68,72,74,75,93,96,122,125],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:125,softmaxoutput:51,softwar:[46,102,120],solid:49,solut:[65,120],solv:[29,76],some:[2,6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,54,57,61,62,63,64,68,69,70,71,74,76,77,80,83,84,85,95,96,97,98,102,104,106,111,112,114,116,117,118,120,123,125],some_c_api_funct:60,some_inst:60,some_op:[53,62,85],some_python_class:59,somecppclass:59,somedata:28,somegotyp:59,someth:[2,36,70,94,95,101],sometim:[8,71,94,102],somewhat:38,somewher:80,soon:33,sophist:96,sort:[8,14,85,101,106,112],sort_by_length:85,sourc:[8,14,30,32,45,47,49,56,58,60,63,71,76,93,94,101,104,106,107,117,122,125],source_dict_dim:[63,93],source_dict_s:63,source_language_word:[63,93],space:[7,8,46,70,74,78,93,94,102],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,21,36,96,98,104,106,112,125],sparse_binary_vector:[2,13,125],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36],sparse_value_slot:13,sparseparam:96,sparseprefetchrowcpumatrix:96,spatial:8,spatial_scal:8,speak:93,spec:[106,107],specfii:112,special:[8,38,46,53,61,63,64,72,97,122,125],specialvartypeinfer:53,specif:[1,28,32,33,45,63,76,80,83,94,97,114,116,125],specifi:[1,2,7,8,18,21,29,30,36,37,38,41,42,43,45,49,58,70,72,73,75,80,82,85,88,93,94,95,96,98,99,101,106,112,116,117,123,124,125],speech:8,speed:[8,9,46,58,65,66,87,120],spefici:124,sphinx:[59,99],split:[2,8,13,40,47,52,63,73,76,85,104,106,114,122,124,125],split_count:[104,106],sql:1,sqrt:[20,21],sqrt_x:21,squar:[8,10,11,21,51],square_error_cost:103,srand:112,src:[32,57,104],src_backward:93,src_embed:[63,93],src_forward:93,src_primitive_desc:57,src_root:4,src_word_id:[63,93],src_word_vec:63,srl:14,ssd:8,ssh:[106,107,108,118],ssh_server:105,sstabl:29,stabil:[8,30,97],stabl:[79,106],stack:[43,76,85,106,125],stackexchang:8,stage:[32,39,47,49,57,73,86,105,116],stale:[33,75],stamp:102,standalon:116,standard:[6,13,20,47,76,78,90,94,101,122],stanford:[14,30,107],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,63,65,67,72,73,87,88,90,93,94,101,102,105,108,112,115,122],start_mpi_train:108,start_pass:[111,112],start_po:8,start_pserv:112,startup:[21,33,41,47,106],startup_program:[18,21,23],stat:[102,112],state:[8,9,18,23,31,33,42,43,62,63,80,85,93,107,112,123],state_act:[8,9],statement:[47,50,96,106],static_cast:[57,98],staticinput:[8,93],statist:[8,18,20,42,112,125],statset:102,statu:[41,63,102,106,107],status:107,std:[28,32,36,51,53,54,57,59,60,69,76,77,80,82,83,84,96,97,98,112],stdbuf:104,stderr:105,stdout:[13,105],step:[4,8,9,11,21,23,30,31,33,38,42,47,49,50,55,63,66,67,70,72,74,76,82,85,87,88,93,95,96,101,102,104,106,107,108,116,118,120,125],step_id:85,step_input:85,step_net:31,step_output:85,step_scop:76,stepnet:[31,62,76,80],still:[37,40,47,72,77,90,98,124],stirng:70,stmt1482205552000:106,stmt1482205746000:106,stochast:[10,33,37,40,66,104],stop:[8,94,105,107,112],stop_gradi:21,storag:[44,46,104,106,107],store:[7,8,14,21,28,30,31,32,36,43,51,53,58,61,63,67,68,70,72,75,76,77,78,80,85,96,97,98,99,104,106,107,108,112,117,118,122,124,125],str:[15,18,21,28,41,85,114],straight:[68,71,81],straightforward:57,strategi:[2,11,33,70,74,112],stream:[13,57,83],stream_:83,streamid:25,street:8,strength:123,strict:[71,104],stride:[8,9,21,57,61],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[1,2,7,8,13,15,21,25,28,31,37,45,51,54,58,68,69,70,75,76,77,80,81,82,86,96,97,106,112],strip:[101,125],strongli:104,struct:[37,38,44,46,53,54,60,61,77,82,84],structur:[31,37,47,49,58,63,68,70,76,81,105,106,122,125],sts:106,stuff:95,stun:2,style:[2,8,76,82,87],sub:[7,8,13,29,40,49,62,65,67,70,72,93,96,116,125],sub_nest_seq:8,sub_sequ:[2,8],subclass:[23,70],subcommand:45,subgradi:10,subgraph:[49,74],submiss:72,submit:[57,76,99,104,106,111,112],subnet0:106,subnet:[29,106],subobjectpath:107,subscript:21,subsequ:[8,65],subsequenceinput:8,subset:[21,96],substanti:124,succeed:[37,107],success:[8,38,106,107,124],successfulcr:107,successfulli:[97,124],successor:112,sudo:[94,106],suffer:30,suffici:112,suffix:[18,41,90,104],suggest:[8,32,95,102],suit:120,suitabl:[81,112],sum:[8,10,31,34,53,70,73,93,96],sum_x:21,sume:21,summar:[49,125],sumopgradmak:77,sun:20,suppli:[21,81],support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,57,58,61,63,66,67,69,71,72,74,76,77,78,81,84,87,88,90,91,93,94,96,97,98,99,102,104,106,112,116,117,118,120],suppos:[9,21,32,48,81,96,125],suppress:[8,45],sure:[87,94,96,101,106],surpass:[8,20],sutibal:83,svs:82,swagger:44,swap_channel:124,swig:[4,39,59,60,87,116,117],swig_paddl:[4,123],switchop:31,sychron:65,symbol:[8,31,51,60,90],symbols_ready_:31,symbolt:[31,76],symlink:95,sync:[33,66,78,112,123],sync_with_cpp:101,syncflag:96,synchron:[33,37,57,65,104,106,112],syntax:[43,47,63,71],synthes:123,sys:124,sysroot:116,system:[31,32,33,38,40,44,48,49,56,72,74,87,88,90,97,99,101,104,107,116,125],t2b:122,tab:[90,125],tabl:[2,7,8,21,31,47,53,58,81,86,117,124,125],tablelookup:81,tablelookupgrad:81,tablelookupop:81,tableproject:8,tag:[7,14,88,93,104],tagtyp:7,tail:63,take:[2,4,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,57,61,66,68,69,70,71,76,77,83,84,85,87,93,94,95,96,97,101,102,104,106,107,123],taken:[2,8,51,61,72,85],talk:[38,118],tangl:101,tanh:[8,9,21,49,63,72,93,96],tanhactiv:9,tar:[15,28,106],tarbal:106,target:[8,14,21,23,28,31,32,43,49,51,64,69,72,75,76,87,93,97,116,117,118,122,125],target_dict_dim:93,target_dict_s:63,target_dictionary_dim:8,target_language_embed:8,target_language_word:93,target_link_librari:32,target_word:63,targetinlink:8,task:[2,7,8,58,63,72,82,93,114,122,124],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,57],tcp:[106,112],teach:125,tear:102,technic:33,techniqu:[21,93,96,101],technolog:[47,94],tee:107,tell:[33,37,38,63,82,88,102,116],templat:[48,57,82,83,97,98,107,120],tempor:[8,125],temporari:[18,41,43,66,70,121],ten:94,tensor:[21,30,32,46,47,49,51,53,54,57,58,61,62,63,73,74,75,81,84,85,86,97,103],tensor_array_read:85,tensor_array_s:85,tensor_array_stack:85,tensor_array_unstack:85,tensor_array_writ:85,tensor_data:58,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarrai:73,tensorarraydesc:85,tensordesc:[58,81],tensorflow:[31,47,49,52,72,74,78,85,98],term:[8,9,33,77,78],termin:107,tese:1,tessorarrai:85,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,60,66,71,75,79,91,94,98,102,103,104,108,111,122,124,125],test_:97,test_all_data_in_one_period:107,test_check_grad_ingore_i:97,test_check_grad_ingore_x:97,test_check_grad_norm:97,test_check_output:97,test_data_dir:104,test_fcgrad:96,test_gpuprofil:102,test_layergrad:96,test_list:[2,125],test_mkldnn:56,test_mklpack:55,test_mul_op:[87,97],test_norm:97,test_pass:[111,112,114],test_period:[111,112,114],test_recurrent_op:95,test_wait:[111,112],testa:29,testb:29,testbilinearfwdbwd:102,testcas:97,testconfig:96,testfcgrad:96,testfclay:96,testlayergrad:96,testmodel_list:111,testmulop:97,testq:29,testresult:28,testsave_dir:111,testutil:96,text1:45,text:[1,2,7,9,13,29,58,62,106,122,125],text_conv:125,text_fil:13,tflop:102,tftp:120,tgz:[14,90],than:[2,4,6,7,8,9,21,33,41,47,48,49,70,76,78,85,87,93,94,96,104,106,116,120,124],thank:122,the_step:47,theano:47,thei:[2,8,18,20,26,29,32,33,38,40,45,47,49,50,54,63,64,70,74,75,76,82,85,86,93,94,95,96,97,98,102,104,106,111,124],them:[1,2,7,8,9,15,29,30,32,33,36,41,47,48,53,54,63,71,74,76,77,80,81,82,84,85,86,94,95,97,99,102,106,111,112,124,125],themselv:32,theori:[47,102],therefor:66,therein:[8,31],therun:124,theta:49,theta_d:49,theta_g:49,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,43,46,47,48,49,50,51,54,57,61,62,63,64,65,66,67,68,70,71,72,73,74,75,76,77,78,81,82,83,84,85,88,90,91,93,94,95,96,97,98,99,101,102,103,104,106,107,112,114,116,117,118,120,122,123,124,125],thin:53,thing:[2,49,72,76,83,102],think:[29,32],third:[8,33,51,97,101,102,116,117,118,124],third_parti:[8,56,116,117,118],thirt:94,those:[8,31,32,33,48,50,51,52,68,116,124],though:[85,120],thought:[32,102],thread:[73,96,101,102,112,114],thread_count:73,thread_local_rand_use_global_se:[111,112],thread_pool:73,threadblocks:25,threadid:114,threadloc:102,three:[2,7,8,30,33,42,46,47,50,57,63,64,67,68,71,83,112,116,123,124],threshold:[6,7,8,33,37,95,112],through:[4,8,21,32,33,37,39,42,64,66,75,93,96,97,99,102,103,104,117,122,123],throughout:[43,125],throughput:[102,104],thrust:76,thu:[2,8,21,40,42,51,96,106,121],tier:107,time:[2,8,9,11,13,21,28,29,30,32,33,37,40,47,48,53,55,61,62,63,65,70,71,72,74,76,77,81,82,85,86,87,93,94,98,101,102,107,112,114,120,125],timelin:[8,76,102],timeo:106,timeout:[33,37],timeout_sec:13,timestamp:[8,34],timestep:[2,8,80],tip:[116,117],titl:14,tls:44,tmp:70,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:28,toadapt:84,todo:[7,13,14,31,33,37,40,63,82],toend:8,togeth:[2,8,9,13,28,85,93],token:[7,8,29,93,122],toler:[28,30,87,97],too:[14,30,57,61,84,85],took:120,tool:[87,90,93,94,101,106,116,118],toolchain:[101,116,117],top:[7,21,28,62,63,97,124],top_k:[7,21,63],top_level_rnn:62,topic:57,topk_generated_scor:63,topk_id:63,topk_scor:63,toplevel:94,topolog:[29,33,51,58,67,72,75],topoloi:51,topolopi:28,torch:[31,47],toronto:14,total:[21,28,33,42,65,71,74,101,102,104,107,120,122],total_pass:71,tottim:101,trace:[31,49],track:[33,37,51,70],tractabl:8,tradit:[8,31,46],traffic:72,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,55,58,65,66,67,68,69,75,76,78,81,83,86,93,96,100,102,109,110,111,117,124],train_conf:122,train_config_dir:106,train_data:104,train_data_dir:104,train_id:106,train_list:[2,104,124,125],train_loop:47,trainabl:[8,58,70],traindot_period:111,trainer:[2,4,29,34,35,36,37,39,47,55,56,66,67,72,74,76,96,105,112,114,123,125],trainer_config:[1,2,106,107,125],trainer_config_help:[2,96,125],trainer_count:[91,104,106,107,111,112,114],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[104,106,112],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerid:40,trainerintern:125,training_machin:123,trainingtest_period:111,trainonebatch:36,trainonedatabatch:123,tran:[57,84,96,112],trane:2,transact:[33,37],transfer:[1,2],transform:[8,9,15,21,76,84,93,96,98,123,125],transform_param_attr:9,transformed_st:9,translat:[8,9,47,122],translation_id:63,translation_scor:63,transpar:[63,105],transpil:47,transport:112,transpos:[8,15,96,123],transposedfullmatrixproject:8,travel:2,travers:50,travi:95,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,70,103,112,118],trg_dic_siz:63,trg_embed:[63,93],triain:1,trick:63,tricki:59,trigger:[40,67],trim:8,trivial:[2,63,85],trn:125,true_block:[31,52,68],true_imag:71,true_label:71,true_neg:42,true_posit:42,true_read:71,truth:[7,8,21,125],tst:125,tune:[6,100,101,125],tuninglog_barrier_abstract:111,tupl:[2,8,9,13,14,15,18,21,28,70,71],ture:8,turn:[8,21,70,71,88,123],tutori:[87,88,93,96,97,101,102,106,108,109,110,117,121,124,125],twice:[49,74],twine:79,two:[1,2,7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,58,61,63,66,68,71,72,75,76,77,78,80,81,82,85,86,93,97,98,102,105,106,114,116,118,122,123,124,125],txt:[2,32,41,45,55,56,96,99,104,106,108,125],type:[2,7,8,9,11,13,14,15,18,21,23,28,29,31,33,36,37,40,41,44,45,46,53,54,57,58,59,60,62,63,68,69,70,71,76,77,78,81,82,83,84,86,91,93,94,96,98,104,106,107,112,114,117,124,125],type_nam:82,typedef:[38,46,59,60,61,83],typeid:82,typenam:[48,82,83,97,98],typic:[4,7,72,102,117],ubuntu:[79,90,91,101],ubyt:71,uci:14,uci_h:91,ufldl:8,uid:107,uint16_t:46,uint32:[44,58],uint64:[58,59],uint64_t:59,unawar:38,unbalanc:112,unbound:93,unclear:40,under:[32,37,65,74,84,87,88,98,99,104,105,106],underli:63,understand:[20,47,70,101,102,120,122],understand_senti:93,undeterminist:102,unidirect:8,unifi:[43,51,81,95],uniform:[6,8,13,20,35,49,70,71,112,123],uniform_random:70,uniqu:[29,31,33,40,41,57,61,70,80,97,104,106,112],unique_nam:70,unique_name_gener:70,unique_ptr:[77,80,83,96],unit:[8,9,21,32,66,78,83,87,93,94,98],unittest:[60,95,97],unittestcheckgrad_ep:111,unk:[81,86,122],unk_idx:125,unknown:[8,21],unless:21,unlik:[8,63,97],unnecessari:95,unordered_map:80,unpack:85,unrol:62,unseen:78,unseg:8,unsign:[38,46],unstack:85,unstack_from:85,unsupervis:49,unsupport:97,until:[33,38,47,73,74,80,106],unzip:116,updat:[6,8,10,23,33,37,38,44,46,49,62,63,64,65,66,67,72,80,85,90,96,101,104,112,114],update_equ:28,update_hook:6,update_memori:31,update_op:64,updatecallback:96,updatestack:106,upgrad:[65,90,121],upload:[33,41,44,79,104],upon:33,upper:8,upstream:95,uri:106,url:[13,14,95],usag:[1,2,7,8,9,15,28,46,52,67,97,102,104,117,122,123],use:[1,2,4,6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,54,57,61,63,64,65,67,70,72,73,74,75,80,81,82,84,85,86,87,88,90,91,93,94,95,96,97,99,101,102,104,106,107,112,114,116,117,118,122,123,124,125],use_cpu:54,use_cudnn:54,use_eigen_bla:116,use_eigen_for_bla:[116,117],use_etcd:28,use_global_stat:8,use_gpu:[91,104,107,111,112,114,123,124,125],use_mkl_pack:55,use_mkldnn:[8,54,56],use_nesterov:23,use_old_updat:[36,111,112],use_peephol:21,use_sparse_remote_updat:36,used:[1,2,4,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,62,63,66,67,70,71,72,75,76,78,80,82,83,85,87,90,93,94,96,97,98,101,102,106,111,112,114,116,117,118,122,124,125],useful:[1,2,8,9,30,46,80,84,93,96,114,116,125],usegpu:[96,123],user:[1,2,6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,54,57,61,63,64,65,66,70,71,72,73,74,75,76,77,78,80,82,83,84,85,88,95,99,101,104,106,111,112,120,124,125],user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:35,uses:[2,8,33,40,46,61,62,63,67,72,83,84,87,90,93,94,95,96,98,99,104,106,112,116,124,125],using:[1,2,4,6,8,9,13,21,28,29,31,32,33,37,38,40,41,43,45,46,47,48,49,51,53,62,64,66,68,71,72,77,78,80,82,83,84,87,88,89,90,91,93,95,96,97,98,99,102,104,106,107,108,112,114,116,118,121,122,123,124,125],usr:[87,88,104,106,112],usrdict:122,usrmodel:122,usual:[8,28,41,61,68,78,83,95,97,101,102,106,112,114],utf:122,util:[4,55,56,65,93,96,97,102,120],uuid:[34,40],v7a:116,v8a:116,valid:[8,15,71,76,80,97,106,117,124],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,56,58,62,63,64,66,67,68,70,72,75,76,80,81,82,85,86,93,96,97,106,112,114,116,117,123,124],value1:112,value2:112,value_:81,value_evalu:7,value_rang:13,valueerror:[21,51],values_:85,vanilla:93,varabl:74,vardesc:[31,50,68,70,76,81],vardescbuild:31,vari:[102,106],variabl:[2,10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,61,62,63,64,66,68,69,72,74,75,77,78,81,82,85,96,97,101,103,104,106,107,116,117],variablenamemap:97,varialbl:49,varianc:[8,124],variant:[8,53,61,83,85],varibl:51,varienc:85,varient:85,variou:[31,46,78,116],varproto:82,vars_:[31,80],vartyp:[21,81,86],vartypeinfer:53,vec1:8,vec2:8,vec:84,veclib:117,vector:[2,8,9,13,14,21,29,31,36,38,51,52,57,62,63,70,76,77,81,85,93,96,98,122,125],vectorenable_parallel_vector:111,veloc:23,vendor:32,verb:14,verbos:[45,95],veri:[2,8,11,32,37,43,47,48,49,57,63,67,71,74,78,80,83,85,93,101,102,105,125],verifi:[31,96,117],version:[8,9,32,41,45,47,49,51,52,58,63,72,79,87,88,91,94,96,101,102,104,106,107,111,112,116,117,118,122],versu:29,vertic:[8,124],vgg:[9,22],via:[33,89,95,102,106,117,120,125],view:[8,58,61],vim:88,viriabl:104,virtual:[53,54,77,83,94],virtualenv:94,visibl:[40,80],visit:28,visual:[8,63,102],vlog:[36,95],voc_dim:125,voila:91,volum:[99,107],volumemount:[106,107],volumn:106,vutbr:14,wai:[2,7,9,29,38,40,43,47,54,63,66,70,71,75,78,85,93,94,95,96,114],wait:[33,38,73,104,112],walk:[4,117,123],wangkuiyi:32,want:[2,8,29,41,42,49,54,61,66,69,71,75,78,80,83,84,85,87,88,94,95,96,99,101,104,112,114,116,118,122,124,125],warn:[28,45],warp:[8,102],warpctc:8,wast:65,watch:33,wbia:[106,124],weav:47,web:[99,101],websit:[99,125],weight:[7,8,9,10,20,21,26,55,58,78,93,96,112,114,124],weight_act:9,weightlist:96,weights_:96,weights_primitive_desc:57,weights_t:96,welcom:32,well:[21,41,47,48,49,72,75,78,81,96,106,112,125],were:[7,32,47],west:106,wget:116,wgt:57,what:[6,8,32,47,49,63,70,72,74,82,84,97,101,120,125],whatev:[94,104],wheel:90,when:[1,2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,63,65,66,67,68,70,72,74,76,83,85,87,89,93,94,95,96,97,98,99,101,102,104,106,107,112,114,116,117,120,122,123],whenev:[70,95],where:[2,8,9,10,20,21,29,31,33,40,47,50,61,62,63,66,68,72,76,78,83,85,93,96,97,101,102,103,112,114,122,124],wherea:[31,37,48,52,83],whether:[7,8,15,21,28,30,31,43,71,81,85,87,88,96,97,112,117,123],which:[1,2,4,6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,57,58,61,62,63,64,65,67,68,69,70,71,72,73,74,75,76,77,80,81,82,84,85,87,90,93,94,95,96,97,98,101,102,104,105,106,112,114,116,117,120,123,124,125],whichev:123,while_loop:[63,85],whileloop:85,whileop:31,whl:87,who:[48,50,65,70,95,122,124],whoever:38,whole:[2,7,13,49,52,59,60,62,65,69,82,95,104,106,107,120,125],whose:[2,8,13,21,30,33,40,62,76,77,82,85,93],why:[9,30,60,94],wide:[32,49,90,105,108],width:[7,8,13,15,21,36,59,71,96,97],wiki:[8,32],wikipedia:[8,14],wilder:2,window:[8,11,14,66,88,94,116],wirt:51,wise:[8,15,21,74,76,98],wish:[87,90,99,104],with_avx:[87,88,104,116,117],with_bia:82,with_c_api:[87,116,117,118],with_doc:87,with_doubl:[87,96,104],with_dso:87,with_golang:87,with_gpu:[87,94,104,116,117],with_mkl:[55,56,87],with_mkldnn:56,with_mklml:56,with_profil:102,with_python:[87,104,116,117],with_rdma:[104,116,117],with_style_check:[87,95],with_swig_pi:[87,116,117],with_test:[87,97],with_tim:[102,104],within:[8,37,47,117],without:[7,8,23,33,38,70,71,74,76,97,101,104,108,116],wloop:85,wmt14:93,wmt_shrinked_data:14,won:[102,104,124],wonder:2,word2vec:[41,104],word:[2,7,8,14,50,53,62,63,74,76,82,85,93,104,114],word_dict:[104,108,125],word_dim:125,word_id:2,word_idx:14,word_vector:125,word_vector_dim:[8,63,93,122],words_freq_sort:14,work:[2,4,8,13,21,29,31,32,33,43,46,47,54,64,66,70,72,88,93,94,95,96,99,101,102,104,106,107,112,120,125],worker:[74,86,106],workercount:106,workflow:[76,106],workspac:[95,104,105,112],world:104,wors:123,worth:103,would:[28,31,32,33,40,47,48,49,50,57,64,66,67,70,71,72,73,74,81,85,88,94,95,101,106,116,120,123,125],wouldn:[47,50],wrap:[47,48,49,65,120],wrapper:[9,32,48,65,66,72,77,85,102],write:[2,13,21,29,33,40,46,47,48,51,53,57,64,66,70,71,72,74,76,77,83,85,94,100,104,106],write_lock:34,writer:[29,70],written:[21,25,31,43,49,58,66,76,77,81,87,88,97,98,101,105],wrong:[2,71],wrote:[51,74],wsize:106,www:14,x64:[116,118],x86:117,x86_64:[116,117],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:[7,88,96,108],xavier:20,xavieriniti:21,xcode:117,xcodebuild:117,xgbe0:112,xgbe1:112,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,71,91,96],xx_layer:54,xxx:[29,85,124],xxxx:34,xxxxxxxxx:106,xxxxxxxxxx:106,xxxxxxxxxxxxx:106,xxxxxxxxxxxxxxxxxxx:106,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[91,103],yaml:[32,105,106,108,120],yancey1989:41,yann:14,yapf:95,year:47,yeild:28,yep:101,yet:[47,120],yield:[2,13,29,35,71,125],yoshua:20,you:[1,2,4,6,8,9,13,28,30,41,46,80,87,88,89,90,91,93,94,95,96,99,101,102,104,105,106,108,112,114,116,117,118,120,122,123,124,125],your:[2,8,13,28,29,32,36,41,45,76,87,89,90,94,95,96,99,102,104,105,106,114,116,117,118,120,125],your_access_key_id:106,your_secrete_access_kei:106,your_source_root:60,yourself:87,yuang:47,yuyang18:[13,14],yuyang:101,z_dim:49,z_size:49,zero:[2,6,8,9,10,13,14,18,30,33,49,63,67,70,81,96,106,112,125],zhang:20,zhidao:122,zip:[14,70,116],zone:106,zxvf:106},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","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":35,"\u4e0d\u4f7f\u7528":59,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":59,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":59,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":59,"\u4ec5\u4ec5\u4f7f\u7528void":59,"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":59,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":60,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":60,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":79,"\u52a0\u901f\u6267\u884c":34,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":59,"\u52a8\u6001\u6269\u5bb9":34,"\u539f\u56e0":59,"\u539f\u56e0\u5217\u8868":59,"\u53c2\u8003\u6587\u6863":44,"\u540d\u8bcd\u89e3\u91ca":44,"\u57fa\u672c\u8981\u6c42":59,"\u5b9e\u73b0":59,"\u5b9e\u73b0\u65b9\u5f0f":60,"\u5bfc\u51fac":59,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":59,"\u63a8\u6d4b\u6267\u884c":34,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":60,"\u672f\u8bed":34,"\u67b6\u6784\u56fe":44,"\u6846\u67b6\u751f\u6210":44,"\u6982\u5ff5\u89e3\u91ca":35,"\u6a21\u5757":44,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":60,"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u76ee\u5f55\u7ed3\u6784":60,"\u76ee\u6807":44,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u7b26\u53f7":59,"\u7c7b":59,"\u7f16\u8bd1\u9009\u9879":60,"\u7f29\u5bb9":34,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":59,"\u80cc\u666f":59,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8f6c\u6362\u5e93":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":59,"\u8fdb\u884c\u8bad\u7ec3":35,"abstract":[65,72,73,74,75,120],"book\u4e2d\u6240\u6709\u7ae0\u8282":79,"case":114,"class":[49,67,70,96],"filemanager\u8bbe\u8ba1\u6587\u6863":44,"final":54,"function":[32,48,49,70,122],"new":[83,96,97],"paddle\u52a8\u6001\u5e93\u4e2d":59,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":59,"paddlepaddle\u53d1\u884c\u89c4\u8303":79,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":79,"return":71,"switch":[57,83],"tensor\u5230eigentensor\u7684\u8f6c\u6362":98,AWS:106,Abs:5,DNS:106,EFS:106,For:[32,107],KMS:106,Not:94,The:[31,38,43,47,49,50,52,53,61,64,67,76,77,118],Use:[31,68,99,104,107,114],Using:[32,38,90,105,108,116],With:41,about:49,absolut:63,access:106,account:106,accuraci:21,action:[55,56],activ:[5,8,56],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:[57,106],address:106,addto:8,advanc:83,adversari:123,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,62,69,72,125],all:[80,85],analysi:72,android:116,api:[0,3,55,56,60,64,66,70,78,82],appendix:[120,125],applic:3,approach:102,arbitrari:47,architectur:[72,93,125],argument:[45,71,104,111,114,116,118,125],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:106,assign:21,associ:[80,106],assumpt:120,async:112,attent:93,attribut:[6,78],auc:7,auto:30,averag:66,avg:11,aws:106,backgraound:30,background:[55,74,75,83,84,85,86,97],backward:[47,50,76,97],base:[41,63,74],basepool:11,basic:[83,120],batch:71,batch_norm:[8,21],batch_siz:71,beam:63,beam_search:8,beam_search_decod:21,benchmark:[55,56],benefit:[74,76],between:[29,70,76,82,83],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:31,bind:97,bla:87,block:[31,49,50,68,70,76],block_expand:8,blockdesc:68,book:88,bool:87,bootstrap:120,bottleneck:101,brelu:5,bring:120,bucket:106,build:[49,76,87,89,94,99,107,116,118],built:102,cach:2,can:80,capi:60,capi_priv:60,cast:21,challeng:[69,74],chang:63,check:[8,30,96,105],checker:30,checkpoint:[33,34,40],chines:122,choic:54,choos:[32,106],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,close:30,cloudform:106,cluster:[39,104,105,106,108,114,120],cmake:[32,55,56,118],code:[41,70,95,101,103],column_sum:7,command:[104,113,114,125],commit:107,common:112,commun:112,compar:120,comparis:70,compat:47,compil:[31,46,47,68,76,87,97,103,116,117,118],complet:47,compos:71,comput:[31,50,57,76,78,98],con:120,concat:[8,21],concept:[70,76,106],concern:56,conclus:[40,51,120],condit:49,config:[3,114],configur:[27,93,100,106,117,125],conll05:14,connect:8,constantiniti:20,construct:50,contain:[88,107],content:[55,56,60,102,106],context_project:8,contribut:[95,99],control:76,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,72,74],convolut:125,core:[30,70,106],cos_sim:[8,21],cost:8,cpu:[73,114],creat:[71,75,76,80,106,107],create_arrai:21,creation:[37,66,78],creator:71,credenti:106,crf:8,crf_decod:8,cross:[116,117,118],cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,87],cudnn:87,cudnnavg:11,cudnnmax:11,current:[46,77],custom:71,data:[8,12,13,21,33,71,72,106,107,122,123,125],datafeed:[13,17],dataprovid:[2,3,112],dataset:[12,14,33,37,104],datatyp:[13,61],decayedadagrad:10,decayedadagradoptim:23,decod:63,decor:71,deep:[31,47],defin:[97,106,125],definit:86,delet:106,demo:[49,106],dens:40,dep:90,depend:[49,87,90],deploi:41,deriv:96,describ:[47,64],descript:[45,76,112,123],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,55,56,57,58,61,62,63,64,65,67,68,70,71,72,73,74,75,76,77,80,81,83,85],destroi:[80,106],detail:[36,112],detect:[7,8],detection_map:7,detection_output:8,develop:[76,94,100],devic:[83,114],devicecontext:83,dictionari:[71,122],differ:[76,83,104,114],directori:106,discrimin:49,discuss:[49,74],dispatch:[33,37],distribut:[29,33,36,41,72,104,106,112],dnn:56,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,55,56,57,58,61,65,67,68,70,71,72,73,74,75,76,77,81,83],docker:[41,88,94,107,116],document:[99,115],doe:71,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:106,download:[106,107,122,124],dropout:[8,21],dure:[63,71],dylib:60,dynam:[33,85],dynamic_lstm:21,dynet:51,each:90,ec2:106,eigen:98,elast:106,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21,122,125],engin:49,enough:30,entri:71,environ:[41,116],eos:8,equat:96,eval:72,evalu:[7,18,42],event:[28,29],evolut:47,examin:101,exampl:[29,32,52,60,75,122,123],execut:[31,47,68,73,76],executor:[19,43],exp:5,expand:8,expandlevel:8,explain:30,extern:106,extract:[122,124],fabric:105,factor:8,factorization_machin:8,faq:[89,90],fault:33,featur:124,file:[31,101,106,107,125],fill_const:21,fill_constant_batch_size_lik:21,find:106,first_seq:8,float16:46,fluid:[16,47,57,65,103],format:[31,33,58,125],forward:[50,97],frame:31,framework:[30,98],from:[29,40,82,87,89],full_matrix_project:8,fulli:8,functor:83,futur:47,gan:[49,123],gate:93,gated_unit:8,gener:[49,63,93,94,101,120,123],get:[91,107],get_output:8,give:71,global:[68,70],gotcha:94,gpu:[88,102,112,114],gradient:[30,38,56,77,96],gradient_print:7,graident:30,graph:[50,51,74,76,78],group:[8,106],gru:[9,112],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,guid:117,hand:102,handler:[29,59],happen:40,hardwar:46,helper:70,hierarchi:31,high:[64,66,78,82],how:[30,36,66,71,76,83,87,97,98,99,100,102],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:117,iam:106,ident:5,identifi:101,identity_project:8,ifels:52,ifelseop:31,imag:[8,9,15,41,88,107,116],imagenet:124,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,58,62,65,66,70,71,73,76,77,78,96,97,98,123],increment:21,infer:[28,116,125],infershap:[68,81],infervartyp:53,info:124,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,106,114],input_typ:2,insid:80,inspect:106,instal:[89,90,91,106,116,117,118,120,125],instanc:106,instead:71,integr:[83,106],intel:[55,56],interact:82,interfac:[12,13,15,30,33,38,39,43,64,71,75,80,124],intermedi:76,interpol:8,introduc:[63,85],introduct:[1,78,104,122,124],isn:71,issu:46,job:[33,41,105,106,107,108],join:8,kei:[55,61,106],kernel:[57,61,76],kill:105,kmax_sequence_scor:8,kube:106,kubectl:106,kubernet:[41,106,107],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:8,launch:[88,105,108],layer:[8,21,29,48,55,56,70,96,114],layout:61,learn:[31,47],learnabl:8,less_than:21,leval:82,level:[64,66,78,82],libpaddle_capi_shar:60,libpaddle_capi_whol:60,librari:[38,46,61,76,83,116],limit:72,line:[104,113,125],linear:5,linear_chain_crf:21,linear_comb:8,linux:[105,116],list:[34,71],local:[72,75,80,106,114],lod:63,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[62,63,85],lodtensordesc:86,log:[5,95,125],logic:37,logist:125,look:101,low:[66,78,82],lstm:[9,112],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,63],macro:76,main:49,manag:[32,104],map:[71,76],master:[33,37,41],math:[8,83],mathemat:30,matrix:[56,112],max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,62,83],merge_lod_tensor:21,messag:82,method:63,might:49,migrat:76,mileston:76,mini:71,minibatch:13,misc:8,mix:[8,114],mkl:[55,56],mkldnn:57,mkldnn_helper:57,mkldnndevicecontext:57,mnist:[14,123],mobil:119,model:[2,3,27,29,36,38,40,47,49,58,63,92,93,105,114,122,123,124,125],modifi:107,modul:[76,83,98],momentum:10,momentumoptim:23,more:49,motiv:[43,58,65,69],movielen:14,msrainiti:20,mul:21,multi:73,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:71,multiplex:8,mxnet:51,name:[80,106],nccl:65,nce:8,necess:70,necessari:76,need:[71,94,102],nest:62,net:22,network:[9,76,93,114,123,124,125],neural:[93,125],nlp:[9,112],non:2,norm:[8,78],normaliniti:20,note:30,numer:30,numpi:30,nvprof:102,nvvp:102,object:33,observ:[122,124],offset:63,ones:21,onli:[71,80],op_mak:76,openmpi:108,oper:[48,52,57,61,66,68,70,74,76,77,81,85,97],opinfomap:76,opkernel:[76,83,97],opproto:82,ops:78,optim:[10,23,33,38,50,64,70,100,125],option:[45,87,122],opwithkernel:76,order:45,org:99,origin:76,orthogon:80,other:56,out_prod:8,outlin:111,output:[8,105,106],overview:[40,43,55,56,76,80,103,125],pack:[55,63],packag:[32,90],pad:8,paddl:[36,65,71,80,98],paddlejob:41,paddlepaddl:[29,31,47,55,56,66,68,72,78,79,87,88,90,99,103,106,107,115,116,117,118,122],pair:106,paradigm:47,parallel_nn:114,paramattr:24,paramet:[6,8,28,29,33,38,39,41,56,66,67,70,74,78,104,106,112,113,122,124],parameteraverageoptim:66,paraphras:122,parent:80,part:50,partit:38,pass:[87,114],path:[40,45],penalti:78,perform:[66,101,102,112],persist:37,pfsclient:[44,45],pfsserver:44,pip:90,place:[61,83],placement:72,platform:104,pnpair:7,point:[55,106],pool2d:21,pool:[8,11],pose:[53,77],potenti:54,power:8,precision_recal:7,predict:[4,124],prefetch:71,prelu:8,prepar:[104,105,106,108,117,122,123],preprocess:[122,125],pretrain:122,principl:57,print:7,privat:106,pro:120,problem:[42,53,54,61,64,77,84],procedur:120,process:[33,38,41,64,76,94],profil:[25,101,102],program:[31,47,68,70,73,88,104],programdesc:68,project:32,propos:[53,77,78],protobuf:81,protomak:97,provid:[2,71,125],prune:69,pserver:40,pull:88,pydataprovider2:2,python:[4,30,41,55,56,62,64,66,70,71,72,78,82,86,96,97,101,124,125],qualiti:76,queue:[33,37],quick:[91,125],randomnumb:112,rank:7,rank_cost:8,raspberri:118,reader:[12,13,29,71],realiz:76,recoveri:33,recurr:[8,9,93,125],recurrent_group:8,reduce_max:21,reduce_mean:21,reduce_min:21,reduce_sum:21,ref:30,refactor:76,refer:[2,55,56,72,74,102],region:106,regist:[53,76,82,97],registr:[76,77],registri:76,regress:125,regular:[26,38,78],rel:63,relat:[76,85],relu:5,remark:97,remot:[39,75],render:106,repeat:8,represent:[31,76],requir:[32,49],reshap:[8,21],resiz:8,resnet:124,result:[105,107],retri:37,reus:70,review:95,revis:122,rmsprop:10,rnn:[62,85,92,93,112],rnnop:[31,62,76],roi_pool:8,rotat:8,route53:106,row:81,row_conv:8,row_l2_norm:8,run:[43,87,88,97,103,107],runtim:[41,72,90],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,62,76,80],script:107,search:63,secur:106,select:[38,81],selectedrow:81,selective_fc:8,sentiment:14,separ:76,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[63,93],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:[33,37,38,41,74,104,106,112],servic:106,session:[72,75],set:113,setup:[106,116],sextant:120,sgd:112,sgdoptim:23,shape:63,share:[29,80],should:80,shrink_memori:21,shuffl:71,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:[63,93],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:71,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,55,61,69,77,84],some:94,sourc:[87,89,103],spars:[38,39,40,81,114],specifi:[114,122],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,standard:[95,125],stanh:5,start:[29,91,104,106,107,125],startup:107,statement:42,step:[62,89],storag:78,store:33,structur:123,style:95,sub_nested_seq:8,subcommond:45,submit:41,suffici:71,suitabl:32,sulut:57,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:[58,125],support:[46,65,83,85],survei:[46,51,78,120],synopsi:45,system:[47,106],tabl:60,table_project:8,tanh:5,task:[33,37],tear:106,tecton:120,templat:106,tensor:[8,76,83,98],tensorarrai:[63,85],tensordesc:86,tensorflow:51,test:[55,56,57,87,95,96,97,112,114],text_conv_pool:9,theori:30,thi:80,think:49,three:85,time:103,timelin:40,timer:102,tip:102,todo:[34,35,73],togeth:80,toi:123,toler:33,tool:[32,99,102,104,120],toolchain:118,topic:83,topk:21,toward:47,train:[28,29,33,36,39,41,64,71,72,88,104,105,106,107,108,112,114,122,123,125],trainer:[28,33,38,40,41,104,106],tran:8,trans_full_matrix_project:8,transfer:125,translat:63,transpil:[65,73],transpos:21,tune:[102,112],ture:47,tutori:122,two:30,type:[61,87,97],uci_h:14,uniform:85,uniforminiti:20,unit:[55,56,57,95,96,97,112],unpack:63,updat:[29,39,40,99,106],usag:[62,63,71,98,100],use:[36,71,98],user:[33,122],using:94,util:7,value_print:7,vardesc:86,variabl:[70,76,80,86],vector:112,verifi:106,version:[46,90],vgg_16_network:9,visual:124,volum:106,vpc:106,warp_ctc:8,weightdecayregular:26,what:[36,40,94,102],when:[40,80],whl:90,why:[46,47,66,71,76,85,102],wmt14:14,word:[122,125],workflow:95,wrapper:96,write:[95,96,97,99,125],www:99,xavieriniti:20,yaml:107,your:88,zero:21,zoo:124}})