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/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/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/optimizer","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/tensor_array","design/var_desc","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_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/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","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","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","mobile/cross_compiling_for_android_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/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/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.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/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/optimizer.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/tensor_array.md","design/var_desc.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_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/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.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","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","mobile/cross_compiling_for_android_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,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":93,"00186201e":4,"00m":74,"01852v1":8,"03m":74,"0424m":74,"0473v3":9,"055ee37d":80,"0630u":74,"06u":74,"0810u":74,"08823112e":4,"0957m":74,"0ab":8,"0rc":75,"0rc1":55,"0rc2":55,"0x10f256d50":35,"0x7ffe4de00110":35,"100gb":74,"100gi":80,"10g":27,"10m":74,"1150u":74,"11\u5b9e\u73b0\u4e86c":40,"11e6":81,"12194102e":4,"124n":74,"13m":81,"1490u":74,"15501715e":4,"1550u":74,"15mb":93,"16mb":93,"16u":74,"173m":92,"173n":74,"1770u":74,"18ad":80,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":81,"197u":74,"1gb":74,"1st":[90,92],"210u":74,"211839e770f7b538e2d8":9,"215n":74,"228u":74,"234m":92,"2520u":74,"252kb":93,"25639710e":4,"25k":93,"2680u":74,"27787406e":4,"279n":74,"27m":74,"285m":74,"2863m":74,"28m":74,"28x28":2,"2977m":74,"2cbf7385":80,"2nd":8,"302n":74,"30u":74,"32777140e":4,"328n":74,"32u":74,"32x32":12,"331n":74,"3320u":74,"36540484e":4,"365e":80,"36u":74,"3710m":74,"3768m":74,"387u":74,"38u":74,"3920u":74,"39u":74,"4035m":74,"4090u":74,"4096mb":77,"4279m":74,"43630644e":4,"43u":74,"448a5b355b84":81,"4560u":74,"4563m":74,"45u":74,"4650u":74,"4726m":74,"473m":81,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":77,"4yf":8,"50bd":80,"50gi":80,"51111044e":4,"514u":74,"525n":74,"526u":74,"53018653e":4,"536u":74,"5460u":74,"5470u":74,"54u":74,"5690m":74,"573u":74,"578n":74,"5798m":74,"586u":74,"58s":81,"5969m":74,"5delta":8,"6080u":74,"6082v4":8,"6140u":74,"6305m":74,"639u":74,"64m":38,"655u":74,"6780u":74,"6810u":74,"682u":74,"6970u":74,"6ce9":80,"704u":74,"70634608e":4,"7090u":74,"72296313e":4,"72u":74,"73u":74,"75u":74,"760u":74,"767u":74,"783n":74,"784u":74,"78m":74,"7eamaa":12,"7kb":81,"8250u":74,"8300u":74,"830n":74,"849m":74,"85625684e":4,"861u":74,"8661m":74,"892m":74,"901n":74,"90u":74,"918u":74,"9247m":74,"924n":74,"9261m":74,"93137714e":4,"9330m":74,"94u":74,"9530m":74,"96644767e":4,"983m":74,"988u":74,"997u":74,"99982715e":4,"99m":92,"99u":74,"9f18":81,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":29,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":20,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":29,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":29,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":55,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":29,"\u4e0a\u4f20\u65b9\u6cd5":55,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":29,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":21,"\u4e0b\u8f7d":29,"\u4e0b\u8f7d\u5230\u672c\u5730":29,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":40,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":29,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":39,"\u4e0d\u4f7f\u7528c":39,"\u4e0d\u4f7f\u7528swig":39,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":39,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":39,"\u4e0d\u5728":40,"\u4e0d\u5bb9\u6613\u51fa\u9519":29,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":39,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":39,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":39,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":21,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":29,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":55,"\u4e0e\u53ef\u80fd\u6709\u7684":55,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":39,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":40,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":39,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":39,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":55,"\u4e2a\u6027\u5316\u63a8\u8350":55,"\u4e2d":[39,40],"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5b8c\u5168\u4e00\u81f4":39,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":40,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":21,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":29,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":40,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":29,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":40,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":39,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":40,"\u4e5f\u4e0d\u751f\u6210":40,"\u4e66\u5199":39,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec5\u4ec5\u4f7f\u7528":39,"\u4ece":55,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":20,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":20,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":40,"\u4ed6\u662f\u5c06":40,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":39,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":39,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":21,"\u4ee3\u8868shard\u7684index":21,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":21,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":21,"\u4ee5\u4e0b":21,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":29,"\u4ee5\u53canumpi":21,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":20,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":39,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":39,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f20\u5165":21,"\u4f46":40,"\u4f46\u4e0d\u66b4\u9732":40,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":55,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":55,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":40,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":39,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":39,"\u4f7f\u7528":[40,55],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u52a8\u6001\u5e93":39,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":40,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":40,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":20,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":39,"\u4f7f\u7528c":40,"\u4f7f\u7528c99\u505a\u63a5\u53e3":39,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":39,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":39,"\u4f7f\u7528regress":55,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":39,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":39,"\u4f7f\u7528void":39,"\u4f8b\u5982":[21,39,40,55],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":39,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":39,"\u4f8b\u5982\u5bf9\u4e8epython":39,"\u4f8b\u5982c":39,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":39,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":39,"\u4f8b\u5982python\u7684":39,"\u4f9d\u6b21\u7c7b\u63a8":55,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":39,"\u4fee\u590d\u6240\u6709bug\u540e":55,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":55,"\u4fee\u590dubuntu":55,"\u4fee\u6539\u6210":55,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":55,"\u505a\u63a5\u53e3":39,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":40,"\u5176\u4e2d":[39,55],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":40,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":55,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":40,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":40,"\u5177\u4f53\u8bf7\u53c2\u8003":40,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":39,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":39,"\u518d\u57fa\u4e8e":55,"\u5199\u4ee3\u7801":39,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u540d\u4e3a":40,"\u51fd\u6570\u547d\u540d":39,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u652f":55,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":55,"\u5206\u652f\u4e2d":55,"\u5206\u652f\u4e3a\u5f00\u53d1":55,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":55,"\u5206\u652f\u4e3a\u7a33\u5b9a":55,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":55,"\u5206\u652f\u5408\u5165":55,"\u5206\u652f\u5408\u5165master\u5206\u652f":55,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":55,"\u5206\u652f\u540d\u4e3a":55,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":55,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":55,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":55,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":55,"\u5206\u7247":20,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":20,"\u5219\u5ffd\u7565":20,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":20,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":40,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":20,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":20,"\u5230":20,"\u529f\u80fd":29,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":55,"\u52a8\u6001\u5e93":39,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":40,"\u5305\u62ec":21,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u534f\u540c\u5b8c\u6210releas":55,"\u5355\u4e2a\u503c":21,"\u5355\u70b9\u6545\u969c":20,"\u5373":40,"\u5373\u4f7f\u7528":40,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":40,"\u5373\u4f7fc":40,"\u5373\u4f8b\u5982":40,"\u5373\u4fbfpaddl":40,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":40,"\u5373\u66b4\u9732":40,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":39,"\u53c2\u6570":39,"\u53c2\u8003":[29,39],"\u53cc\u5411\u9a8c\u8bc1":29,"\u53d1\u5e03\u5230dockerhub":55,"\u53d1\u5e03\u5230github":55,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":20,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":40,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":39,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":20,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":20,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":39,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":21,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":20,"\u53ef\u4ee5\u7528":29,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":21,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":55,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":20,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":20,"\u540c\u65f6\u518d\u5c06":55,"\u540c\u65f6\u63d0\u8d77":55,"\u540d\u5b57\u4fee\u9970":39,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":55,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":39,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u548c":[21,39,40,55],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":21,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":20,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":20,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":39,"\u56fe\u50cf\u5206\u7c7b":55,"\u5728":[40,55],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":20,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":21,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":55,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":40,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":21,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":20,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":40,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":20,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":20,"\u5728\u672c\u6587\u6863\u4e2d":29,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":21,"\u5728\u6837\u4f8b\u4e2d":40,"\u5728\u7528\u6237\u4f7f\u7528c":40,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":55,"\u5728\u8fd9\u4e2a":55,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":39,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":55,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":40,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":40,"\u5728c":39,"\u5728c\u7684\u5934\u6587\u4ef6":39,"\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":21,"\u5728paramet":20,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":40,"\u5747\u662f\u5728":40,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":29,"\u591a\u4e2a\u503c":21,"\u591a\u4e2aparamet":20,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":39,"\u5982\u56fe\u4e2dtrainer":20,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":20,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":39,"\u5982\u679c\u5931\u8d25":55,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":20,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":21,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":55,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":40,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":40,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":40,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":39,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":55,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":39,"\u5982\u679cparamet":20,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b66\u4e60\u6210\u672c\u9ad8":39,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":40,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":29,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":21,"\u5b9e\u73b0\u7b80\u5355":39,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":39,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":39,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":39,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":39,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":40,"\u5bf9\u4e8e\u6bcf\u79cdc":40,"\u5bf9\u6bd4":39,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":40,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":55,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":40,"\u5c06":55,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u5927\u91cf\u7684":39,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":55,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":55,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":39,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e76\u4e14\u4f7f\u7528":40,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":39,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":29,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":29,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":39,"\u5e76\u5220\u9664":55,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":55,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5c06c":40,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":39,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":55,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":55,"\u5efa\u8bae":55,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":40,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":55,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":55,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":55,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":40,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":55,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":40,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":29,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":39,"\u5f97\u4f7f\u7528":39,"\u5fc5\u8981":40,"\u60c5\u611f\u5206\u6790":55,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":40,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":39,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":21,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":29,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":39,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":29,"\u6211\u4eec\u9009\u62e9":21,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":21,"\u6216\u8005":[39,40],"\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":20,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":21,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":21,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":20,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":29,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":40,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":40,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":40,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":39,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":40,"\u628a":21,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":21,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":20,"\u63a5\u53e3":[39,40],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":40,"\u63a5\u53e3\u662f":21,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":29,"\u63a7\u5236\u7528\u6237\u6743\u9650":21,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":29,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":29,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":29,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":21,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":29,"\u6570\u636e":29,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":39,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":29,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":21,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":21,"\u6587\u4ef6":39,"\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":29,"\u6587\u4ef6\u5185\u5bb9\u4e3a":39,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":20,"\u6587\u4ef6\u5bf9\u5e94\u7684data":21,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":29,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":55,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":55,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":29,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":39,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":21,"\u65e0\u8bba\u662f\u4ece":21,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":21,"\u65f6":20,"\u662f":29,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":39,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":40,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":39,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":40,"\u662f\u56e0\u4e3ac99\u652f\u6301":39,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":29,"\u662f\u6307":40,"\u662f\u7528\u6237\u4f7f\u7528c":40,"\u662fc":40,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":40,"\u6700\u540e\u5220\u9664":55,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":39,"\u6709\u6807\u51c6\u7684":39,"\u6709\u7684\u65f6\u5019":39,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":55,"\u672c\u6587\u6863\u63cf\u8ff0paddl":40,"\u673a\u5668\u7ffb\u8bd1":55,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u786e\u4fdd\u628a":39,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":39,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":40,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":55,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":20,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":20,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":20,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":39,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6bcf\u4e00\u4e2a":55,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":21,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":21,"\u6bcf\u4e2adata":21,"\u6bcf\u4e2aparamet":20,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":20,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":21,"\u6bcf\u969410\u5206\u949f":20,"\u6bd4\u5982":21,"\u6bd4\u5982\u5c06":55,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":20,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":21,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":21,"\u6ce8":20,"\u6d4b\u8bd5docker\u955c\u50cf":55,"\u6d6e\u70b9\u578b\u6570\u636e":21,"\u7136\u540e\u5728etcd\u7684":20,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":29,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":29,"\u7248\u672c\u5206\u652f":55,"\u7248\u672c\u53f7":55,"\u7248\u672c\u53f7rc":55,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":55,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":39,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":21,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":21,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":39,"\u751f\u6210\u6587\u6863":39,"\u751f\u6210\u7684":21,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210api\u6587\u6863":39,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":29,"\u7528":29,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":21,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":21,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":40,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":21,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":40,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":21,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":29,"\u7528\u6237\u901a\u8fc7c":40,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":20,"\u7531\u4e8ec":39,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":29,"\u7531\u4e8epypi":55,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":29,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":39,"\u7684\u5934\u6587\u4ef6":39,"\u7684\u63a5\u53e3\u6837\u5f0f":39,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":39,"\u7684\u7f29\u5199":29,"\u7684\u89c4\u8303":39,"\u7684\u89d2\u5ea6":21,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":21,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":20,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":39,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":29,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":39,"\u76ee\u5f55\u4e0b":40,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":39,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":40,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":39,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":39,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":39,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u7b2c\u4e00\u4e2atag\u4e3a":55,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":55,"\u7b2c\u4e8c\u4e2a\u4e3a":55,"\u7b49":40,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":40,"\u7b49\u6587\u4ef6":40,"\u7c7b\u4f3c":40,"\u7c7b\u540d\u548cc":39,"\u7c7b\u578b":39,"\u7ea2\u697c\u68a6":90,"\u7ed3\u8bba":39,"\u7edf\u4e00\u7528":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":39,"\u7f16\u8bd1\u578b\u8bed\u8a00":39,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":55,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":55,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":55,"\u7f16\u8bd1c":40,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":55,"\u7f16\u8bd1ubuntu\u7684deb\u5305":55,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":40,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":39,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":40,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":29,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":20,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":39,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":39,"\u800c\u5bf9\u4e8egolang":39,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":39,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":40,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":39,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":40,"\u826f\u597d\u7684\u6587\u6863":39,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":40,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":39,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":39,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba9paddle\u6838\u5fc3\u4e2d":40,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":55,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":55,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":55,"\u8bbe\u7f6e":40,"\u8bc6\u522b\u6570\u5b57":55,"\u8bcd\u5411\u91cf":55,"\u8be6\u7ec6\u8bbe\u8ba1":29,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":55,"\u8bf4\u660e":20,"\u8bf7\u53c2\u8003":40,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":21,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":20,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":55,"\u8fd8\u662f\u4ece":21,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":40,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":40,"\u8fd9\u4e09\u4e2a\u5206\u652f":55,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":40,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":40,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":40,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":39,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":39,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":40,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":40,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":40,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":40,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":21,"\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":21,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":39,"\u8fd9\u662f\u56e0\u4e3a":39,"\u8fd9\u6837":40,"\u8fd9\u6837\u4fdd\u8bc1":55,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":21,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":29,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":39,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":55,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":29,"\u901a\u5e38":40,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":20,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":40,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":29,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":55,"\u90a3\u4e48":40,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":39,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":29,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":20,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":39,"\u91cd\u547d\u540d\u6210":39,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":39,"\u9519\u8bef\u5904\u7406":39,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":39,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":39,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":40,"\u9700\u8981":21,"\u9700\u8981\u4fee\u6539build":55,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":29,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":40,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":55,"\u9700\u8981\u5f15\u7528":40,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":39,"\u9700\u8981\u6ce8\u610f\u7684\u662f":55,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":40,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":55,"\u9ed8\u8ba4256k":29,"abstract":[43,54,56,70,77],"api\u4e2d\u4f7f\u7528":39,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":40,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":40,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":40,"api\u63a5\u53e3":29,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":40,"api\u65f6":40,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":40,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":40,"api\u66b4\u9732\u7684\u7c7b\u578b":40,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":40,"api\u7684\u5b9e\u4f8b":40,"api\u7684\u5b9e\u73b0\u7ec6\u8282":40,"api\u7684\u63a5\u53e3":40,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":40,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":40,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":40,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":40,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":55,"boolean":[30,36,39],"break":[18,59,93],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":55,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":55,"byte":[29,38],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":39,"c\u6709\u6807\u51c6\u7684abi":39,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":39,"case":[8,22,40,43,46,48,49,52,61,63,67,70,71,74,78,80,88,91,93],"char":24,"class":[4,5,6,7,8,9,10,11,12,14,15,17,31,32,34,35,37,39,42,45,49,52,53,54,56,57,58,59,72,76],"const":[17,22,24,37,44,46,53,56,58,59,70,71,72],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":40,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":40,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":40,"core\u6982\u5ff5":40,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"deb\u5305":55,"deb\u5305\u7f16\u8bd1\u95ee\u9898":55,"default":[2,6,7,8,9,10,11,12,14,15,17,18,33,37,38,41,46,47,56,57,58,60,63,68,69,71,75,77,79,80,81,85,86,88,93],"enum":[22,24,45,57,58,60],"export":[35,62,75],"final":[8,9,16,35,41,59,61,62,70,71],"float":[2,6,7,8,10,12,31,37,58,61,70,71,72,74,79,90,92],"function":[2,4,8,9,12,15,17,19,23,24,25,27,31,34,37,41,43,44,45,46,48,49,50,52,53,54,56,58,59,61,67,70,71,72,74,75,77,88,91,93],"golang\u53ef\u4ee5\u4f7f\u7528":39,"golang\u7684":39,"h\u5e76\u4e0d\u56f0\u96be":39,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"import":[2,4,7,8,15,17,18,33,35,36,41,45,50,56,61,67,71,74,75,80,86,90,91,92,93],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":29,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":21,"instance\u5305\u6db5\u4e24\u4e2a\u503c":21,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":21,"int":[2,6,7,8,9,12,17,22,23,24,27,36,37,39,40,45,47,48,57,58,59,60,70,72,75,79,93],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":39,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":55,"long":[1,8,9,12,63,74],"model\u505a\u5206\u652f\u7ba1\u7406":55,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,43,47,48,49,51,52,54,58,59,68,69,73,80,81,88,91,93],"note\u7684\u4e66\u5199":55,"null":[8,35,70,77],"org\u76ee\u524d\u9075\u5faa":55,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":39,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":39,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":39,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":39,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":40,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":39,"paddle\u7684c":40,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":40,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":39,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":40,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":39,"paddle_\u7c7b\u578b\u540d":40,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":40,"paddlepaddle\u4f7f\u7528git":55,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":55,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":55,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":55,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":55,"patch\u53f7":55,"patch\u53f7\u52a0\u4e00":55,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":29,"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":29,"pfsserver\u63d0\u4f9brest":29,"public":[12,17,32,37,53,56,58,59,70,71,72,75,80,81],"py\u4e2d":55,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":55,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"release\u9875\u9762":55,"return":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,32,33,35,37,41,42,45,46,47,49,51,53,56,58,59,61,67,70,71,72,80,91,92,93],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":21,"server\u4e4b\u4e0a":20,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":20,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":20,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":20,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":20,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":20,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":20,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":20,"server\u751f\u6210\u4e00\u4e2auuid":20,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":20,"server\u7684\u6570\u636e\u5feb\u7167":20,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":20,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":20,"short":[8,9,33,47,56,59,61,71],"static":[14,24,40,56,58,80,88],"super":[47,70],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":39,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":39,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":39,"swig\u76f4\u63a5\u8bfb\u53d6c":39,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":39,"switch":[17,40,51,80],"tag\u4e3a":55,"throw":80,"true":[2,6,7,8,9,10,11,12,14,15,17,22,36,42,45,46,48,58,59,61,67,70,75,77,79,80,92],"try":[18,19,22,23,24,35,48,56,68,74,91],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":40,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":55,"var":[17,32,34,36,42,45,46,47,52,56,59],"void":[17,22,24,32,37,38,39,40,45,46,57,58,70,71,72],"wheel\u5305":55,"while":[1,2,6,12,17,26,35,43,44,48,54,56,63,67,71,72,77,91,93],AGE:[80,81],AWS:[21,73,82,83],And:[2,7,8,10,12,14,16,22,26,27,28,33,35,48,49,56,67,79,80,81,90,92],But:[2,8,9,12,16,32,56,69,75,88],EOS:8,For:[1,2,7,8,9,10,12,14,15,17,23,24,25,27,32,34,37,38,41,43,44,45,46,47,48,49,51,52,53,54,57,58,60,61,62,63,67,69,70,71,72,74,76,77,79,85,86,88,90,92,93],Has:2,IDE:68,IDs:[12,26,93],IPs:75,IRs:49,Ids:93,Into:80,Its:[2,57,67,71,80],K8s:88,NMS:8,NOT:[47,71],Not:[15,19,88],ONE:2,OPs:[49,50],One:[7,9,14,16,26,38,51,56,67,70,77,91,93],Ops:[52,54,58,71],PFS:29,QoS:81,Such:[37,47,59],THE:2,TLS:[15,29,80],That:[8,12,48,63,77,79],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,28,30,31,35,38,40,41,43,45,46,47,48,49,50,51,54,56,57,58,59,60,61,62,63,64,67,68,69,70,71,72,74,75,77,79,80,81,85,89,90,91,92,93],Their:[2,8,19],Then:[4,8,9,32,37,46,62,63,67,70,74,75,80,81,90],There:[7,8,12,14,15,17,18,19,24,26,27,30,31,35,41,43,44,47,54,56,57,61,63,71,74,80,85,91,92,93],These:[7,17,31,34,42,54,57,58,75,79],Use:[2,7,12,15,30,48,52,63,70,74,77,78,80,86],Used:[9,52],Useful:2,Using:[19,43,52,54,56,68,72,81],VMs:68,VPS:80,WITH:86,Will:[12,14],With:[2,8,9,45,59,61,91],YES:27,Yes:[63,68],___fc_layer_0__:80,__doc__:58,__file__:27,__fp16:31,__gradient_machines__:14,__half:31,__impl__:58,__init__:[33,42,47,59,70],__main__:[33,92],__metaclass__:71,__name__:[33,92],__param_conf__:14,__rnn_step__:67,__tmp_params__:14,__va_args__:53,_binari:18,_create_global_var:47,_dtype:35,_error:91,_librari:18,_link:9,_loss:33,_op:[35,71],_proj:8,_res2_1_branch1_bn:92,_source_language_embed:[67,90],_target_language_embed:[67,90],_test:18,_value_index:35,a75:31,a_op:71,aaaaa:21,aaaaaaaaaaaaa:80,abc:8,abi:85,abil:33,abl:[8,15,37,42,47,49,51,60,88,91],about:[4,8,9,17,18,27,30,41,49,56,58,61,71,74,76,77,80,85,86],abov:[2,4,7,8,15,17,18,19,23,31,32,34,41,42,43,45,47,49,51,58,59,61,63,68,69,71,72,74,80,81,85,88,91,92,93],abs:[8,9,16,33,91],abs_numerical_grad:16,absolut:[1,85,86],acceler:[20,43,79],accept:[2,4,6,8,12,15,48,52,85,93],access:[1,8,9,15,18,23,26,27,47,49,67,75],accessmod:80,accessor:47,accomplish:63,accord:[1,2,7,8,16,24,34,49,50,52,59,71,75,76,77,79],accordingli:[4,7,8,70],account:[52,69,88],accrodingli:22,accumul:[19,24,43],accur:[16,26],accuraci:[7,70,93],achiev:[43,74],ack:77,across:[8,12,41],act1:35,act2:35,act:[8,9,17,35,47,49,51,59,61,67,93],act_output:58,act_typ:[35,93],action:80,activ:[4,9,13,18,35,47,49,54,58,61,62,67,70,72,77,93],activi:9,actual:[2,22,33,35,43,58,61,72],adadelta:93,adagrad:[43,57,93],adagradoptim:42,adam:[15,24,33,93],adamax:93,adamoptim:[90,93],adapt:[7,10,14,61],add:[2,8,9,12,14,16,17,18,22,26,32,36,42,43,46,47,49,50,52,54,56,61,62,68,69,70,71,72,74,79,86,93],add_activ:47,add_bia:47,add_depend:18,add_execut:18,add_input:[41,70],add_memori:41,add_output:41,add_scalar:[17,45],add_sum:47,add_test:[18,70],add_to:8,add_two:[17,41],add_unittest_without_exec:70,addattr:[58,71],addbia:70,addcom:[58,71],added:[2,7,14,17,43,50,54,69,70,71],adding:[54,69,92],addinput:[58,71],addit:[8,9,52,54,59,63,71,72,93],addop:[32,72],addoutput:71,addr:19,address:[19,24,49,51,63,74,75,77,88],addrow:70,addtolay:8,addtyp:58,adjust:61,admin:88,administr:[26,68,88],adopt:[31,33],advanc:[16,67,74,77],advantag:[16,31,43,75],adversari:[33,48],advic:74,affect:[8,17],afford:23,afi:2,aforement:18,after:[8,9,12,17,18,23,24,26,30,31,44,47,49,50,62,63,67,69,70,71,72,75,77,79,80,81,85,91,92,93],again:[15,19,43,74],against:80,age:12,agg_level:8,aggreg:80,ago:18,aid:74,aistat:8,alex:8,alexnet_pass1:79,alexnet_pass2:79,algorithm:[8,10,23,43,54,61,67,90],alia:[5,6,8],align:[8,9,12],all:[2,6,7,8,14,15,17,18,19,22,24,26,27,28,30,33,34,35,38,40,41,42,43,45,47,49,51,52,58,61,63,67,68,70,72,74,75,76,77,79,80,81,85,86,88,90,91,92,93],alloc:[6,24,27,70,72,79],allow:[15,24,43,49,54,63,69,70,74,77,80,93],allow_only_one_model_on_one_gpu:[76,77,79],almost:[61,68,75,90],alpha:[18,54],alreadi:[18,19,47,49,50,56,63,74,75,77,80,81,86],alreali:76,also:[1,2,8,9,12,15,17,18,22,25,32,33,34,35,43,44,45,46,47,48,54,56,58,59,62,63,67,68,70,71,74,75,81,85,88,91,92,93],altern:71,although:61,altogeth:88,alwai:[4,8,9,14,18,38,48,51,57,61,77,80],amazon:[80,81,93],amazonaw:80,amazonec2fullaccess:80,amazonelasticfilesystemfullaccess:80,amazonroute53domainsfullaccess:80,amazonroute53fullaccess:80,amazons3fullaccess:80,amazonvpcfullaccess:80,ambigu:48,amd64:[62,80],amend:69,among:80,amount:74,analysi:[61,74],analyz:93,ancestor:[45,47],andd:80,android:[86,87],android_abi:85,android_api:85,android_arm_neon:85,android_native_api_level:85,android_standalone_toolchain:85,android_toolchain:85,ani:[1,2,8,9,12,15,18,19,24,26,27,37,38,43,47,48,49,50,51,53,54,68,71,72,74,75,80,86,93],annoi:75,announc:31,anoth:[2,8,14,15,17,27,47,56,58,63,68,77,80],anroid_arm_mod:85,ans:80,answer:[61,69,80],anyth:[12,48,80],anytim:33,anywai:85,api:[12,14,15,18,24,25,27,29,32,33,35,41,44,52,55,59,60,62,70,71,74,75,80,84,85,86,88,89,91,93],api_shar:18,api_test:18,api_trainer_config_helpers_lay:67,apiserv:80,apivers:[80,81],appear:34,append:[2,14,47,48,67,69,70,75],append_backward_op:42,append_gradient_machin:14,append_op:47,append_oper:47,appleclang:62,appleyard:74,appli:[8,33,34,56,67,70,93],applic:[31,34,47,52,63,69,71,74,75,80,81,88],applyl1:22,appoint:71,appreci:69,approach:[8,43,44,49,50,54,85,86,88],approxim:43,apt:62,arbitrari:[8,38,49,72],arch:85,architectur:[31,75,85,90],archiv:[12,39,40],area:33,arg:[2,7,9,35,42,58,61,71,76,91,92,93],arg_nam:8,argu:46,argument:[2,4,8,12,17,22,23,42,44,46,47,51,67,69,70,77,78,90,91,92],argv:92,arithmet:31,arm64:85,arm64_standalone_toolchain:85,arm:[31,85,86],arm_standalone_toolchain:85,armeabi:85,armv7:31,armv8:31,arn:80,around:[2,8,26,47,80,88],arrai:[4,6,8,12,14,24,34,45,47,48,52,59,61,71,92],arrang:59,arrow:33,art:61,articl:[34,68,75,81,86],artifact:80,artifici:91,arxiv:[8,9,33,91],as_row_vector:8,as_step_input:17,asgd:43,ask:[19,26,68],assign:[7,8,23,31,72,75,77,80,88],associ:[44,53,72],assum:[7,8,17,49,67,79,90],assur:1,astyp:[48,71,91],asyc:19,async:[19,76],async_count:77,async_lagged_grad_discard_ratio:77,async_lagged_ratio_default:[76,77],async_lagged_ratio_min:[76,77],asynchron:[19,75,77],atla:62,atlas_root:62,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9,63],attr1:8,attr2:8,attr:[6,8,9,17,35,45,46,47,58,67,71],attr_map:58,attrdesc:45,attribut:[2,8,9,13,17,45,50,52,56,58,59,70,71,90],attributemap:71,attrproto:58,attrtyp:[45,58,71],attrvalu:58,auc:76,aucvalidationlay:77,authent:80,author:[29,80,92],auto:[17,22,39,46,52,56,59,69,70,71,72,74],autom:[75,80],automak:62,automat:[8,15,24,32,42,49,50,52,58,62,63,67,69,70,71,75,76,77,80],automaticli:8,avail:[19,24,31,50,51,62,80,88],averag:[7,8,11,14,23,77,92,93],average_test_period:[76,77],averagepool:8,avg:[74,93],avgcost:93,avgpool:[8,93],avoid:[16,17,19,43,44,74],avx:[62,63],await:81,awar:[15,41,47,63,68,80,85],awk:75,aws:29,aws_account_id:80,awsaccountid:80,awskeymanagementservicepowerus:80,aync:50,b2t:90,b363:81,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:81,ba5f:80,back:[2,14,19,31,33,43,49,63,71],background:[7,8,54,75],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,33,42,43,44,46,53,54,67,70,77,79],backward_first:67,backward_op:16,backwardactiv:70,bag:93,baidu:[61,81,90],baik:90,bake:49,balanc:[50,77,80,91],bandwidth:31,bare:[81,88],barrier:[75,77],barrierstatset:74,basci:35,base:[7,8,11,12,15,23,31,37,42,43,49,52,53,54,59,61,67,68,70,71,74,77,80,85,90,91,93],baseactiv:9,baseev:14,basematrix:70,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[63,68,75,80,81],bashrc:62,basic:[2,8,14,35,45,52,53,59,63,70,93],batch:[2,8,9,12,14,15,17,19,21,22,33,36,41,43,59,69,70,77,80,81,91,92,93],batch_0:92,batch_id:[14,33],batch_im:33,batch_label:33,batch_norm:33,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,48],batch_siz:[2,12,33,61,90,91,93],batch_szi:33,batch_z:33,batchnorm:33,batchsiz:[8,70],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bcm2708:86,bdist_wheel:55,beacus:35,beam:[8,67,77],beam_gen:[8,67],beam_search:[14,67],beam_siz:[8,67,76,77,79],becaus:[4,7,8,12,15,17,18,19,24,31,44,47,48,49,54,56,57,59,60,67,68,70,72,79,80,85,93],becom:[50,56,74],been:[2,9,18,23,62,68,69,93],befor:[4,8,9,19,26,30,34,43,44,48,54,63,69,71,80,85,88],begin:[4,7,8,22,24,30,34,70,75],beginiter:[14,15],beginn:67,beginpass:[14,15],begintrain:15,behavior:74,behind:59,being:[26,46,48,72,91],belong:[8,49,56],below:[2,8,17,19,24,31,38,44,48,49,50,54,59,60,67,70,74,75,80,85,91,93],benchmark:38,benefit:[9,26,27],bengio:8,besid:[1,8,12,49],best:[8,18,62,63,68,77,93],besteffort:81,beta1:10,beta2:10,beta:[33,92],better:[8,9,18,61,80,88,91],between:[7,8,14,18,19,24,31,40,44,50,51,53,56,61,71,72,80,91,93],bgr:92,bi_gru:9,bi_lstm:9,bia:[8,9,47,67,70,92],bias:[8,70],bias_attr:[8,9,47,61,67],bias_param_attr:9,biases_:70,biasparameter_:70,biassiz:70,bidi:81,bidirect:[8,9,67],big:[50,74,88],bigger:19,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:74,bin:[62,63,75,80,81],binari:[2,7,8,12,18,27,31,33,38,49,68,74,80,90,93],bind:[31,32,56],bison:62,bit:[31,93],bla:62,black:33,blank:[8,80],block:[8,20,22,24,28,37,41,42,49,50,61,70,71,72,74,77,92],block_i:8,block_id:28,block_x:8,blockdesc:[17,34,47,52],blockdescbind:37,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[12,52,67,89],bool:[2,6,7,8,9,10,11,12,14,17,31,36,46,47,57,58,59,60,70,77,79,93],boot:[8,67,88],boot_bia:8,boot_bias_active_typ:8,boot_lay:67,boot_stat:59,boot_with_const_id:8,bootstrap:62,bootstrapp:88,borrow:[33,59],bos_id:[8,67],both:[5,6,8,9,15,17,18,19,26,31,33,37,46,49,50,57,63,67,70,71,72,74,75,80,91,92,93],bottleneck:[74,92],bottom:14,bound:8,boundari:49,boundri:7,bow:93,box:[8,33,74],brace:[17,34],brain:26,branch:[8,15,17,18,36,45,49,55,69,71],breadth:77,break_if:59,brew:62,brief:[18,24,31,72],briefli:74,bring:72,broadcast:[19,52,88],broken:69,brows:63,browser:[63,80],bsd:68,bucket_nam:80,buddy_alloc:69,buf:22,buf_siz:12,buffer:[2,12,22,38,43,48,56,77],buffer_s:12,buffered_read:48,bug:[69,80],build:[8,12,18,27,34,35,43,49,54,55,58,61,63,65,69,71,73,75,77,80,82,83,87,90,92,93],build_android:85,build_dict:12,build_model:33,builder:69,built:[18,49,58,59,62,63,68,85,86,88,91],bunch:[38,74,75,93],button:[69,80],c11:39,c703c041:69,c99:40,c99e:80,cach:[31,49,93],cache_pass_in_mem:[2,93],cachetyp:[2,93],cacul:[9,75],caff:17,caffe2:17,calc_batch_s:2,calcul:[2,7,8,9,16,19,24,31,67,70,74,75,77,79,91],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,33,34,41,42,47,49,52,53,56,58,59,61,63,67,68,70,71,72,74,75,77,80,92,93],callabl:[2,6,8,12],callback:70,caller:[16,80],can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,31,32,33,34,35,37,41,42,43,45,46,47,48,49,50,51,52,53,54,58,59,61,62,63,67,68,69,70,71,72,74,75,76,77,79,80,81,85,86,88,90,91,92,93],can_over_batch_s:2,cancel:26,candid:8,cannot:[51,52,56,59,70,71],cantain:35,capabl:[31,44,52,62],capac:[54,80],capi:39,capi_prvi:40,caption:61,captur:[61,75],card:75,care:[9,27,48,76,77,88],carefulli:[77,92],caret:14,carpedm20:33,cast:31,cast_to_op_attr:58,cat:[63,75,92],categori:[8,12,19,93],categorig:12,categoryfil:81,caus:[19,30,71],caution:[80,81],cc_:18,cc_binari:18,cc_test:18,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9],center:2,cento:88,central:54,ceph:[21,81],cephf:[21,27,29],certain:[1,42,56,76],certif:[15,29,80],cffi:39,cfg:81,cgo:39,chain:[12,34,70],challeng:[8,19,36],chanc:[15,31,70,93],chang:[8,12,18,23,27,44,45,48,53,56,61,63,67,69,70,71,72,74,75,77,80,85,93],channel:[8,9,74,92],channl:92,chapter:41,chapter_data:41,chapter_out:41,charact:93,character:61,characterist:79,check:[2,12,17,18,46,52,61,62,63,69,71,77,79,80],check_align:12,check_attr:58,check_eq:70,check_fail_continu:2,check_grad:[16,71],check_l:70,check_sparse_distribution_batch:[76,77],check_sparse_distribution_in_pserv:[76,77],check_sparse_distribution_ratio:[76,77],check_sparse_distribution_unbalance_degre:[76,77],check_styl:69,checker:52,checkgrad:77,checkgrad_ep:77,checkmark:88,checkout:69,checkpoint:[46,50],checksum:29,child:17,china:63,chmod:[62,80],choic:[18,63],choos:[28,68,77,85,93],chosen:[1,33],chunk:[23,29,91],chunk_schem:7,chunktyp:7,cifar:91,circl:34,claim:80,claimnam:80,clang:[31,39,62,63,69,85],clarifi:7,classfic:92,classic:[8,61],classif:[2,4,8,34,79,92,93],classifi:[8,33,91,92,93],classification_cost:[49,93],classification_error_evalu:[7,91,93],classification_evalu:7,claster:80,clean:[4,17,18,44,52,68,69],clear:[7,18,44,56,86],clearer:[44,47],clearli:56,cli:80,click:[69,74,80],client:[22,25,52],clip:[6,9,77,93],clock:8,clone:[8,62,63,68,69,85,86],close:[2,48,51,69],closer:61,cloud:[18,19,27,29,30,51,52,88],cloud_read:12,cls:93,cludform:80,cluster:[12,14,15,17,19,24,49,51,76,77,81,93],cluster_test_fil:75,cluster_train:75,cluster_train_fil:75,cluster_train_v2:75,cm469:80,cmake3:62,cmake:[40,62,68,69,70,71,74,85],cmake_build_typ:[85,86],cmake_install_prefix:85,cmake_system_nam:[85,86],cmakelist:[18,70],cmatrix:[39,40],cmd:81,cna:8,cname:80,cnn:[8,81,92,93],coars:32,code:[2,4,8,12,15,18,26,28,32,33,34,38,42,43,44,46,48,49,50,52,53,54,58,59,61,62,63,64,67,70,71,72,73,74,75,80,81,91,93],codebas:[52,69],coeff:8,coeffici:8,collabor:19,collect:[8,12,14,61],collectbia:70,color:92,colour:12,column:[7,8,34,48,51,70,90],column_evalu:7,com:[8,9,12,18,33,62,63,68,69,80,81,85,86,88,92],combin:[7,8,9,12,14,42,52,56,91],come:[45,59],comma:[14,24,77,90],command:[1,4,18,22,27,30,61,62,63,68,69,70,71,73,74,80,81,82,83,85,86,90,91,92],commandlin:74,commenc:93,comment:[18,35,58,69,71,93],commit:[18,69],common:[21,54,67,70,76],commonli:[30,54,67,74,79,86],commun:[19,24,25,49,50,69,70,75,80],compar:[16,18,52,68,70,71,91,93],comparison:18,compat:[2,31,32],competit:91,compil:[8,18,35,37,49,53,57,58,60,62,63,68,70,75],complaint:18,complet:[4,8,9,12,14,17,19,23,24,29,34,38,52,70,71,72,80,81,88,93],complex:[1,2,9,26,48,52,67,74,93],complic:[8,32,49,59],compon:[35,49,59,70],compos:[12,15,32,35,41,47,52,91],composenotalign:12,composit:32,compress:23,compromis:68,comput:[8,9,15,16,19,31,35,38,42,43,49,50,51,53,56,60,61,62,63,67,68,69,70,71,74,75,79,80,85,86,93],computation:[8,67],computationgraph:35,conat:8,concat:[33,67],concaten:[9,33,41,59],concentr:52,concept:[2,7,15,32,33,35,41,43,44,45,51,56,59,60,63,67],conceptu:[33,35],concern:15,concis:[33,59],conclud:71,concret:[52,71],concurr:[19,26,50,75],concurrentremoteparameterupdat:77,cond:[17,36,45],condit:[8,23,36,49,67,81],condtion:33,conduct:74,conf:[4,8,75,90,91,92],conf_paddle_gradient_num:80,conf_paddle_n:80,conf_paddle_port:80,conf_paddle_ports_num:80,conf_paddle_ports_num_spars:80,confid:8,confidence_threshold:8,config:[2,6,8,21,30,61,70,76,77,80,81,88,90,91,92,93],config_:[22,77],config_arg:[76,77,79,92,93],config_bas:[7,8,14],config_lay:70,config_len:24,config_pars:[4,70],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,35,47,50,61,66,68,69,70,71,72,74,75,77,85,86,88,90,92],confirm:30,conflict:[56,69],confus:33,congest:77,conll:12,connect:[1,9,27,49,50,61,70,75,80,81,88,91,92,93],connectionist:8,consequ:[8,9],consid:[7,8,46,62,63,68,74,79,88],consider:[2,9],consist:[7,8,12,23,38,45,48,52,53,58,71,92,93],consol:[74,80],consolid:17,const_cast:71,constant:[35,37,51,70,71],constraint:[49,56],construct:[2,4,7,15,35,41,47,52,56,58,60,67],constructbackwardgraph:34,constructoptimizationgraph:34,constructor:[31,47,52,56,58,70,71],consum:19,contact:26,contain:[2,7,8,9,11,12,14,15,17,23,28,33,35,38,44,47,51,52,53,56,57,58,59,60,64,67,68,71,75,80,92,93],container:75,containerport:80,content:[24,30,38,81],content_len:24,context:[8,9,12,56,57,67,71,72,90,93],context_attr:9,context_len:[8,9,93],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,93],contin:80,continu:[2,7,19,38,75,77,85],contrast:8,contrib:54,contribut:[54,64,68,73],contributor:52,control:[6,17,51,63,77,80,81,88],conv2d:33,conv:[9,33],conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[15,35,42,58],convent:[24,69,71],converg:[75,91],convers:[31,49],convert:[2,4,12,21,31,48,53,90,92,93],convlay:8,convolut:[8,9,12,33,47,91,92],convoper:8,convtran:8,convtranslay:8,cool:[2,69],coordin:[19,24],copi:[14,15,23,26,30,34,41,43,59,63,69,75,80,91],copy_shared_paramet:91,copytonumpymat:91,core:[2,6,35,40,43,44,59,68,77],coreo:[80,88],corner:52,corpu:12,correct:[2,8,16,31,70,71,80],correctli:[7,12,33,70,91],correl:61,corresond:31,correspoind:15,correspond:[2,4,15,17,18,31,35,36,41,47,51,52,53,54,58,61,70,71,72],corss_entropi:15,cortex:31,cos:[8,58],cosin:[8,58],cosineop:58,cosineopproto:58,cosineopprotomak:58,cost:[4,14,15,34,42,45,46,49,51,61,77,91,93],cost_id:8,cost_np:46,cost_val:49,could:[2,4,8,12,14,15,16,23,31,41,42,43,44,45,47,48,49,50,53,63,68,74,75,80,85,93],count:[7,19,27,46,48,74,75,77,79,81,90],counter:[19,23,34],coupl:61,cours:[7,27,68],cover:72,coverag:62,coveral:62,coveralls_uploadpackag:62,cpickl:92,cpp:[16,22,32,39,40,44,50,52,60,70,74,93],cpu:[1,2,6,8,16,27,31,43,44,49,51,52,54,55,62,68,71,72,74,77,81,91],cpu_per_p:51,cpu_per_train:51,cpuinfo:63,cpuplac:[71,72],cpusparsematrix:40,crash:[19,74,75,77],creat:[4,6,8,12,14,15,16,17,19,24,29,30,31,32,33,34,41,42,43,44,47,53,54,61,62,63,68,69,70,71,75,77,85,88,90,91],create_backward_pass:42,create_bias_paramet:70,create_block:47,create_cloud_job:51,create_doc_str:58,create_input_paramet:70,create_op:71,create_oper:32,create_optimization_pass:42,create_paramet:47,create_python_ops_creatation_funct:58,create_rnn:17,create_rnn_op:41,create_tmp_var:47,create_tmp_vari:47,create_var:47,create_whileloop:59,createargu:91,createfromconfigproto:[4,91],creategradientoper:53,createop:58,createoper:17,createstack:80,createvari:17,creation:[32,80],creationd:80,creator:[12,21,52,53],creator_:53,credenti:30,credit:91,critic:33,crlf:69,crop:92,crop_siz:92,cross:[8,47,71,93],cross_compil:86,cross_entropi:[8,15,33,51,91],cross_entropy_with_selfnorm:8,crt:29,csc:70,csr:70,ctc:7,ctc_evalu:7,ctest:[63,68,71],ctor:47,ctrl:[68,75],ctx:[71,72],cuda:[18,31,52,62,63,68,74,75,77],cuda_dir:[76,77],cudaconfigurecal:74,cudadevicegetattribut:74,cudaeventcr:74,cudaeventcreatewithflag:74,cudafre:74,cudagetdevic:74,cudagetdevicecount:74,cudagetdeviceproperti:74,cudagetlasterror:74,cudahostalloc:74,cudalaunch:74,cudamalloc:74,cudamemcpi:74,cudaprofilerstart:74,cudaprofilerstop:74,cudaruntimegetvers:74,cudasetdevic:74,cudasetupargu:74,cudastreamcr:74,cudastreamcreatewithflag:74,cudastreamsynchron:74,cudeviceget:74,cudevicegetattribut:74,cudevicegetcount:74,cudevicegetnam:74,cudevicetotalmem:74,cudnn:[8,11,18,62,77],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[76,77],cudnn_convt:8,cudnn_dir:[76,77],cudrivergetvers:74,cuinit:74,cumul:8,curl:[62,80],curli:[17,34],current:[2,8,17,18,19,22,24,41,43,44,47,50,51,56,59,61,63,67,68,70,75,77,80,89,93],current_block:[45,47],current_oper:45,current_word:67,currentcost:93,currentev:93,curv:15,custom:[1,2,15,27,31,33,43,52,70,80],custom_batch_read:48,cut:[50,59],cutoff:12,cxx_compil:[85,86],cycl:19,cyclic:8,cython:39,d3e0:80,d_b0:33,d_b1:33,d_b2:33,d_block:33,d_f:33,d_g:33,d_h0:33,d_h0_bn:33,d_h0_relu:33,d_h1:33,d_h1_bn:33,d_h1_relu:33,d_h2:33,d_loss:33,d_loss_fak:33,d_loss_real:33,d_optim:33,d_step:33,d_t:33,d_w0:33,d_w1:33,d_w2:33,daili:69,dalla:2,dandroid_abi:85,dandroid_arm_mod:85,dandroid_arm_neon:85,dandroid_standalone_toolchain:85,danger:2,dangl:68,darwin:80,dash:33,dat:21,data:[0,1,2,4,7,14,15,16,17,21,22,23,29,31,33,34,35,37,38,41,42,43,44,45,47,50,51,52,54,56,57,58,59,60,62,63,67,70,71,72,74,75,76,77,79,82,92],data_batch_gen:91,data_dir:90,data_fil:61,data_i:33,data_initialz:93,data_lay:[2,22,61,91,93],data_read:[12,48],data_reader_creator_random_imag:48,data_shar:59,data_sourc:91,data_typ:[12,38,57,60,67],data_x:33,databas:12,datacent:[21,30],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataflow:35,dataprovid:[1,61],dataprovider_bow:93,dataprovider_emb:93,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,43,48,61,67,77,90,92,93],datatyp:[57,60],date:75,dcgan:[33,91],dcmake_install_prefix:[62,85,86],dcmake_system_nam:[85,86],ddim:72,dead:19,deal:[88,91],debian:63,debug:[2,16,30,49,69],debug_str:35,decai:10,decar:12,decayr:22,decent:23,decid:[15,26,33,38,43,48,53,54,57,89],declar:[8,17,33,41],decod:[8,9,67],decoder_boot:67,decoder_group_nam:67,decoder_input:67,decoder_mem:67,decoder_prev:9,decoder_s:67,decoder_st:[9,67],deconv:[8,33],deconvolut:8,decor:[2,12,70],decreas:61,decrypt:80,deduc:52,deep:[8,26,33,34,52,54,61,63,65,74,91,92,93],deeper:[61,63,92],def:[2,8,12,15,16,21,27,32,33,35,41,42,47,48,58,59,61,67,70,71,91,92,93],def_block:33,defalut:[8,77,79],default_block:33,default_devic:79,default_param_attr:47,default_st:59,default_valu:79,defaultinfervartyp:37,defect:44,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,32,33,35,41,45,47,48,50,52,56,58,59,61,67,70,72,75,77,90,91],define_py_data_sources2:[2,61,92,93],definit:[2,17,19,23,28,45,49,53,58,59,61,63,71,90,93],definiton:32,degre:8,delai:[43,72,77],delar:93,delet:[27,29,69,89],deletestack:80,delimit:7,deliv:88,delta:[8,16],delv:8,demand:19,demo:[8,12,52,75,81,82,90,91,92,93],demolish:81,demonstr:[61,67,72,91],denot:[71,79,93],dens:[2,8,12,24,25,57,70,80,93],dense_arrai:12,dense_vector:[2,4,12,61],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,28,35,46,49,50,57,61,63,68,71,75,79,85,86,88],dependent_var:46,deploi:[8,75,79,88],deploy:[35,38,52,75,80,88],deprec:8,depth:17,dequeu:50,deriv:[5,15,36,42,85],desc:[17,38,47,58,59],desc_:17,descend:59,descent:[8,19,43,75],descproto:38,describ:[15,17,18,23,38,44,45,47,52,57,58,60,61,70,71,72,80,81,91,93],describestack:80,describestackev:80,describestackresourc:80,descript:[4,7,17,18,37,38,53,57,60,62,69,71,75,78,80],deseri:[14,38,44],deserializ:52,desgin:34,design:[2,8,12,22,39,43,54,71,88],desir:[19,43,80,81,90],destin:[24,30],destroi:17,destruct:56,destructor:70,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,30,33,35,38,41,47,49,51,54,56,59,60,62,67,68,70,71,72,74,75,78,79,80,81,86,88,90,91,92,93],detect:[37,63,69,85],detection_evalu:7,detection_output:7,determin:[2,8,12,17,52,70,91],dev:[52,62,63,68,85,88],dev_ctx:17,devel:62,develop:[18,37,44,47,53,55,62,69,72,75,76,77,86],deverlop:77,deviat:6,devic:[6,28,31,35,44,49,51,52,71,72,77],device_context:71,device_context_:71,devicecontext:[17,71],deviceid:79,devid:[8,77],dhcp:88,diagnos:75,diagram:[41,75,92],diamond:33,dict:[2,7,12,14,47,51,75,93],dict_fil:[7,93],dict_siz:[12,22],dictionai:93,dictionari:[2,7,8,12,14,15,16,47,51,79,92,93],did:[2,44],diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,28,31,33,35,36,43,46,49,50,51,53,56,59,61,63,67,70,71,72,75,77,80,81,90,92,93],differenti:[32,71],difficult:[7,16,61,68],dig:[63,74,80],digit:[2,8,75],digraph:35,dilat:8,dilation_i:8,dim0:71,dim1:71,dim:[8,12,22,38,41,52,57,60,70,71,72,90,92,93],dim_:72,dimens:[5,8,9,11,12,33,52,57,59,70,71,72,79,90,93],dimension:[2,61,67,70,72,91,93],dimenst:90,dimes:8,dir:[85,92,93],dirctori:63,direct:[8,9,43,63,92],directli:[1,2,9,18,25,27,44,49,58,59,61,63,75,81],director:71,directori:[1,8,18,21,26,29,30,62,63,68,72,74,75,77,81,85,86,89,92,93],diretcoti:92,dis_conf:91,dis_train:91,dis_training_machin:91,disabl:2,disadvantag:[43,47],discard:[12,19,23,77],discount:8,discov:19,discoveri:80,discrep:74,discrim:33,discrimin:91,discriminator_train:91,discuss:[15,17,23,24,25,49],disk:[38,68,81],dispatch:[44,49,75,77],displai:[27,30,69],dist:55,dist_train:[15,27],distanc:7,distibut:90,distinguish:[18,75,91],distribut:[8,17,23,24,25,26,50,51,52,60,62,73,81,82,83,88,91,93],distribute_test:[76,77],distributedli:[49,70],disucss:15,divid:[10,28,58,60,76],diy_beam_search_prob_so:[76,77],dmkl_root:62,dns:80,do_forward_backward:48,doc:[4,12,35,41,59,62,63,71,72,75],dockefil:68,docker:[55,64,69,75,80,82,83,88],docker_build:15,docker_clust:75,docker_push:15,dockerfil:[63,68,85,86],dockerhub:63,document:[2,4,9,16,29,34,41,52,62,68,69,71,72,75,79,93],documentari:2,doe:[2,4,9,19,23,24,26,27,31,35,44,47,48,49,50,52,53,54,61,68,70,71,72,74,93],doesn:[6,8,12,15,17,48,51,68,69,74,81,85],dog:92,doing:[22,26,34,49,74],domain:80,don:[9,15,18,32,34,48,61,68,69,71,80],done:[7,8,9,18,19,23,24,37,38,43,49,53,54,69,74,80,91],dopenblas_root:62,dot:[9,71,77,92],dot_period:[77,79,91],dotmuloper:8,dotmulproject:8,doubl:[2,8,31,34,49,62,71,77],down:[74,93],download:[12,18,19,22,26,29,63,75,88,91,93],doxygen:62,dozen:18,drive:56,driver:75,drop:[2,9],drop_rat:6,dropout:[6,9,70,93],dropout_r:8,drpi_arm_neon:86,drpi_toolchain:86,drwxr:81,dst:24,dtoh:74,dtype:[4,35,47,61,92],due:[23,26,33,47],dummi:[14,23],dump:38,duplic:50,durat:[23,74],dure:[1,2,8,9,17,19,23,26,27,43,52,61,70,71,76,77,80,88,93],durn:2,duse_eigen_for_bla:85,dwith_c_api:[40,85,86],dwith_doc:62,dwith_gpu:86,dwith_profil:74,dwith_python:[40,86],dwith_swig_pi:[40,85,86],dwith_test:71,dwith_tim:74,dynam:[1,2,24,40,48,62,74,77],dynamic_cast:70,dynamic_recurrent_op:59,e2e:88,each:[1,2,4,7,8,9,11,12,14,16,18,19,22,23,24,26,27,28,34,37,41,44,46,47,48,49,50,52,53,56,57,58,59,61,63,67,70,75,77,79,80,88,90,92,93],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:[31,69,71],eas:[12,37,48,71,92],easi:[16,43,48,52,54,63,69,70,75,93],easier:[15,31,48,50,59,68,69,70],easili:[15,33,48,53,56,61],echo:63,edg:51,edit:[7,63,68,80],editor:[47,63,68],edu:[12,80,81],eeoi3ezpr86c:80,effect:[2,14,77,80],effici:[1,2,8,38,49,67,68,70],effort:49,efg:8,efs:80,efs_dns_nam:80,efsvol:80,eigen:[31,43,52,54,71,85],eigen_test:72,eigen_use_gpu:71,eigenmatrix:72,eigenscalar:72,eigentensor:72,eigenvector:72,either:[8,9,12,14,15,33,36,37,41,43,54,74,93],elb:80,elbapis:80,elec:93,electron:[81,93],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,35,48,50,51,52,71,72,93],element_typ:24,elementari:52,elif:[15,58],els:[15,22,27,33,36,37,49,50,56,58,63,68,70,71,92,93],emac:[63,68],email:69,emailweixu:18,emb1:22,emb2:22,emb:[81,93],embed:[15,17,22,37,50,57,59,67,75],embedding_lay:[22,93],embedding_nam:[8,67],embedding_s:[8,67],emphas:74,empir:8,emplace_back:70,emploi:[58,67],empti:[7,12,19,61,71],emul:31,enabl:[2,6,8,17,18,23,35,50,68,69,74,75,77,80],enable_grad_shar:[76,77],enable_parallel_vector:77,enc_proj:[9,67],enc_seq:9,enc_vec:67,encapsul:[24,51],encod:[9,23,67],encoded_proj:[9,67],encoded_sequ:[9,67],encoded_vector:67,encoder_last:8,encoder_s:67,encount:22,encourag:49,encrypt:80,encrypt_decrypt:80,end2end:88,end:[2,7,8,14,17,35,44,48,56,61,67,68,69,77,90],end_pass:15,end_po:8,endforwardbackward:14,endian:38,enditer:[14,15],endpass:[14,15],endpoint:[12,21,80],endtrain:15,engin:[27,74],english:[2,8],enjoi:63,enlarg:71,enough:[17,61,68],enqueu:50,ensembl:9,ensur:[2,19,56,68,70],enter:[17,63],enterpris:52,entir:[8,9,24,26,71],entiti:[7,17,56],entranc:28,entri:[12,23,27,37,68,69,70,80,85],entropi:[8,47,93],entry_point:27,enueu:50,enumer:[5,93],env:80,environ:[15,51,62,63,68,69,74,75,76,77,80,81,91],environmenterror:75,eos_id:[8,67],epel:62,epoch:33,epsilon:10,equal:[8,9,19,59,71,77],equat:[7,8,9,10,63,71],equilibrium:91,equip:[62,67],equival:[8,15,17,36,58,88],error:[6,7,8,9,15,16,23,30,56,61,70,71,75,77,80,92,93],error_clipping_threshold:6,especi:[2,9,68],essenc:15,essenti:[8,15,28,62,72],estat:61,estim:[8,15,43,50],eta:81,etc:[7,12,17,43,48,49,56,63,75,76,79,80,88],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:80,eval:[7,17,33,51,52,93],evalu:[1,8,13,14,26,28,35,46,49,51,74,93],evaluate_difficult:7,evalut:61,even:[15,31,47,48,68,69,74,77],evenli:[24,80],event:81,event_handl:[14,15],eventu:59,everi:[1,2,7,8,9,12,15,19,23,24,26,34,35,37,47,50,56,58,67,69,70,71,72,75,77,93],everyon:69,everyth:[33,49,50,61,85],everywher:68,evid:44,exactli:[2,8,9,63,80],exampl:[1,2,7,8,9,12,14,17,27,30,32,33,34,35,37,41,44,45,47,48,50,52,53,54,57,59,61,62,63,67,68,69,70,71,72,74,75,76,77,79,80,81,86,92,93],exceed:8,except:[2,8,12,26,34,59,79,90],exchang:44,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[63,77],execut:[18,19,23,27,28,33,35,51,53,68,70,74,80],executioncontext:[71,72],executor:[31,33,42,45],exist:[15,17,19,30,47,48,51,53,58,59,68,70,72,77,80],exit:[24,30,77,81],expand:70,expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,74],experi:[38,79],experienc:69,expert:18,expir:19,explain:[2,7,19,32,34,69,75,91],explan:[8,16,27,49,56,62,93],explanatori:[61,63],explicit:[59,70],explicitli:[2,15,51,71,72],explor:[8,54],exponenti:5,expos:[25,38,59,63,80],express:[15,35,50,71,80],ext:8,extend:[7,43,50,59],extens:[26,50,71,85],extent:40,extern:[2,18,39,40,52],external_librari:18,extra:[6,8,9,49,54,61,88],extra_lay:14,extraattr:[6,79],extraattribut:8,extract:[7,8,44,49,71,80],extract_fea_c:92,extract_fea_pi:92,extract_para:90,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,74],extremli:1,f120da72:81,f7e3:80,fa0wx:81,face:[18,54],facotr:8,fact:[45,47,92],factor:[6,8,10],factori:39,fail:[2,19,23,51,71,77,79,81],failur:[19,24,71],fake:[33,91],fake_imag:48,faked_imag:33,fall:[31,46],falloc:29,fals:[2,6,7,8,9,10,12,16,17,36,41,45,46,48,57,60,61,67,70,71,75,77,79,81,90,93],false_block:[17,36,45],false_label:48,false_read:48,familiar:[2,61],fanscin:2,fantast:93,far:59,fascinatingli:1,fast:[8,23,74],faster:[8,9,19,67,74],fastli:69,fault:[14,23,52],favorit:68,favourit:63,fbd1f2bb71f4:81,fc1:[35,51,70,79],fc1_bia:35,fc1_weight:35,fc2:[35,51,79],fc3:[35,79],fc4:79,fc8a365:80,fc8a:80,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[47,58,61,70,79,93],fc_layer_nam:9,fc_mat:14,fc_op:58,fc_out:17,fc_output:58,fc_param_attr:9,fc_without_b:17,fclayer:70,fcop:32,fea:92,fea_output:92,feasibl:43,featur:[2,5,8,12,31,35,69,77,93],feed:[9,14,15,34,41,49,51,54,61],feed_dict:[33,51],feeder:12,feel:69,festiv:2,fetch:[12,19,22,46,49,67,70],fetch_op:46,few:[2,18,19,43,48,57,63,68],fewer:[8,47],fg0:8,field1:14,field2:14,field:[8,14,17,35,37,38,46,53,57,58,74,80],fifth:34,figur:[15,18,33,41,47,50,67,70,74,90,91,92],file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,29,30,35,38,40,48,49,52,60,61,62,63,67,68,69,70,71,72,75,77,85,86,88,90,92],file_list:2,file_nam:[2,61,92,93],filenam:[2,21,47],fileoffset:29,filer:8,filesystem:[26,27,29,49,63,80],fill:[8,19,23,47,80,93],fill_zero_grad:52,filter:[8,9,92],filter_s:[8,9],filter_size_i:8,find:[8,17,19,26,31,35,56,63,74,75,85],find_var:16,findop:17,findvar:[17,56],fine:[6,23,32],fingerprint:80,finish:[2,19,23,26,27,58,63,75,80,81],finit:70,first:[2,8,14,15,17,19,23,26,27,30,33,34,35,41,45,46,47,49,52,57,58,59,61,63,67,68,69,70,71,72,74,77,79,80,88,90,91,92,93],first_seq:67,firstli:[7,8],firstn:12,firstseen:81,fit:[1,12,31,38,52],five:[45,74,93],fix:[2,6,39,49,69],flag:[12,69,71,77,91],flatten0:35,flatten:[35,45,47,72],flexiabl:48,flexibl:[1,8,9,15,24,34,41,43,49,59,67],flist:75,float16_t:31,float32:[4,12,31,32,33,47,48,61,71,91,92],float_to_half_rn:31,floor:8,flow:[17,41,55],fly:[61,93],fnt03:80,focu:[2,35,74],focus:71,folder:[18,21,27,30,62,80],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,31,32,33,34,35,36,37,41,43,45,46,47,48,50,52,53,54,56,57,58,59,62,63,67,68,69,70,71,72,74,75,79,80,81,82,83,85,86,88,90,91,92,93],fool:91,forbid:15,forc:47,force_load:39,forest:17,forget:[10,15],fork:[8,69],form:[1,2,8,9,74],format:[1,2,7,12,14,16,23,31,59,61,69,70,71,72,75,77,80,90],former:[15,18,43],formula:[8,9,10,16],formular:8,forth:33,forward:[5,8,9,16,17,22,24,33,38,42,44,45,52,53,54,57,67,70,79,91],forward_op:16,forwardactiv:70,forwardbackward:14,forwardtest:4,found:[2,4,8,31,45,54,56,62,67,75,86,91,93],four:[2,7,34,90,92,93],foward:46,fp16:[31,52,60],fp32:[52,60],fp64:60,fpga:51,frame:[7,52,59],framework:[15,17,31,35,43,45,52,54,56,58,69,70,71,75,92,93],free:[12,69,88],frequenc:[12,74,90,93],frequent:[23,48,52,54,75,85],fresh:[26,51],friend:56,friendli:33,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,30,31,32,33,34,35,36,41,42,44,45,47,48,49,50,51,52,53,56,59,61,63,67,69,70,71,72,73,74,75,77,79,80,81,85,88,90,91,92,93],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[48,61,92],front:35,fulfil:74,full:[8,19,26,41,43,63,67,70,88],full_matrix_project:[9,67],fulli:[49,50,61,70,74,88,91,92,93],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:[35,47,90],fullyconnectedlay:70,func:[12,23,53],funciton:9,functor:[32,35],fundament:[31,50,52,61],further:[8,58,88],furthermor:51,futur:[8,26,31,49,52,85,89],fvs:58,fwd_op:53,g_b0:33,g_b1:33,g_b2:33,g_block:33,g_h0:33,g_h0_bn:33,g_h0_relu:33,g_h1:33,g_h1_bn:33,g_h1_relu:33,g_h2:33,g_im:33,g_loss:33,g_optim:33,g_program:47,g_step:33,g_w0:33,g_w1:33,g_w2:33,gain:8,game:91,gamma:92,gan:15,gan_train:91,gangliao:18,gap:77,gate:[8,9],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,44,70,71],gauss:6,gaussian:91,gaussian_normal_random:33,gcc:[31,39,52,62,63,68,85,86],gcreators_:58,gen:8,gen_conf:91,gen_train:91,gen_training_machin:91,gender:12,gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,32,37,43,45,46,47,48,49,50,52,53,57,58,59,61,62,63,69,71,74,75,77,79,80,85,86,90,92,93],generated_word_embed:8,generatedinput:[8,67],generator_conf:91,generator_machin:91,generator_train:91,genert:2,geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,29,33,35,41,47,51,52,53,56,58,59,61,62,67,69,70,71,74,75,80,84,92,93],get_all_op_proto:58,get_block:47,get_cloud_job:51,get_config_arg:[79,93],get_data:[81,93],get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_input_lay:70,get_mnist_data:91,get_model:92,get_movie_title_dict:12,get_nois:91,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_symbol:35,get_tensor:16,get_training_loss:91,get_vari:17,get_word_dict:12,getbatchs:70,geteigendevic:72,getenv:[15,27,75],getinfervartyp:37,getinput:70,getinputgrad:70,getinputvalu:70,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:70,getoutputvalu:70,getparam:22,getparameterconfig:22,getparameterptr:70,getparameterspars:22,getparametersremot:22,getplac:[71,72],getsiz:70,getslotvalu:91,gettask:23,gettempl:80,gettranspos:70,getw:70,getweight:70,getwgrad:70,gfortran:62,gist:9,git:[55,62,63,68,69,85,86],github:[9,18,33,62,63,68,69,85,86,92],give:[2,19,41,47,52,61,63,68,69,70,74,80,93],given:[2,8,12,14,24,26,32,33,48,50,51,54,59,70,77,91,93],glibc:[85,86],glide:18,global:[2,6,15,17,18,19,35,44,51,52,56,58,68,74,77,80],global_block:47,global_learning_r:6,globalstat:74,globalstatinfo:74,globe:2,glog:69,glog_v:69,glog_vmodul:69,gnueabihf:86,go1:62,go_librari:18,go_test:18,goal:[31,34,52,74],gob:23,godep:18,godoc:39,goe:[8,9,19,36,56,61],going:[32,43,75,88,93],golang:[18,62],good:[8,33,43,48,54,74,88],goodfellow13:8,googl:[15,52,69,75,85],googleapi:[62,80],gopath:62,goroot:62,got:56,gpg2:80,gpg:80,gprotos_:58,gpu:[1,2,6,8,11,16,27,31,43,44,49,51,52,54,55,62,68,71,72,73,75,88,91,92],gpu_id:[77,79,91],gpu_per_train:[49,51],gpugpu_id:76,gpukernel:52,gpuplac:71,grab:19,grad:[16,24,57,77],grad_op_class:52,grad_op_maker_:53,grad_op_typ:[52,53],grad_op_type_:53,grad_share_block_num:[76,77],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,34,37,42,43,44,52,57,71,75,77,93],gradient_check:71,gradient_clipping_threshold:[6,93],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,40],gradientcheck:71,gradientmachin:[4,14,40,44,91],gradientmachine_:22,gradopdescmak:[37,53],gradopdescmakerbas:53,gradopmak:53,gradual:[61,74],grain:32,gram:90,grandient:14,grant:80,graph:[8,14,17,18,19,28,33,41,43,45,49,51,60,72,90],graphviz:92,grayscal:2,great:[50,88],greater:[8,43,75],greaterthan:58,green:33,grep:[63,75],groudtruth:67,ground:[7,8,93],group:[9,23,35,88],group_input1:67,group_input2:67,group_input:67,grouplen:12,grow:69,grpc:88,gru:[8,67,93],gru_bias_attr:9,gru_decod:67,gru_decoder_with_attent:67,gru_encoder_decod:90,gru_layer_attr:9,gru_memori:9,gru_siz:93,gru_step:67,gru_step_lay:9,grumemori:[9,67],gserver:[8,70],gsizex:74,guarante:[47,70],guard:22,guess:61,guest:68,gui:74,guid:[29,52,64,67,69,70,74,80,81,90],guidenc:61,gzip:[23,81],h0_bn:33,h_prev:17,hack:64,had:68,hadoop:15,half:[31,80],half_to_float:31,hand:[52,72,75],handi:18,handl:[12,15,27,35,44,48,49,51,56,59],handler:[14,17],handwrit:2,happen:[23,58],hard:[49,50,59,68,80,93],hardwar:[63,68,74],has:[2,4,7,8,9,12,15,16,17,18,19,23,24,26,31,33,35,38,45,49,50,51,52,57,58,63,67,68,69,70,71,74,80,81,88,90,93],has_kei:14,hasdependentvar:46,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,32,33,34,38,41,43,44,45,47,48,49,50,51,52,53,56,57,60,61,62,63,67,68,70,71,74,75,77,79,80,86,88,90,93],haven:68,hdf:[1,21],head:[69,71,75,90],header:[24,38,40,52,61,70,85,86,90,92],headip:75,heard:68,heavi:75,height:[8,12,17,39,48,70,71],height_:57,held:19,hello:15,help:[2,4,17,30,35,52,59,68,69,75],helper:[8,49,53,59,70],henc:[43,47,53,54,56],here:[2,4,6,7,8,9,12,15,18,19,25,30,34,35,48,54,58,61,62,67,69,71,75,76,79,80,81,86,88,90,92,93],heterogen:[49,50],heurist:[8,50,77],hidden:[8,9,42,49,67,80,93],hidden_out:17,hidden_s:9,hierarch:[8,45,47,52,67],hierarchi:52,high:[6,31,70,75,88,91],higher:[1,32,59,69],highest:[12,17],highli:[1,2,12,59,67,79],him:15,hint:[50,61],his:51,histor:32,histori:10,hl_get_sync_flag:70,hold:[15,19,23,25,31,33,35,37,49,51,56,58,72,80],holder_:72,home:[21,30,49,51,62,75,80,81],honor:23,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,92],host:[18,27,62,63,80,81,85,86],host_c:[85,86],hostfil:75,hostnam:80,hostpath:81,hostport:80,hour:68,hourli:69,hous:[2,12,61,90],how:[1,2,6,8,15,17,19,23,30,32,35,44,54,58,61,67,68,75,77,80,81,84,86,92,93],howev:[2,8,9,16,26,43,44,47,48,49,53,54,57,58,61,67,76,77,80],howto:75,hpp:39,html:[12,63],htod:74,http:[8,9,12,18,27,33,62,63,68,69,80,81,85,86,88,91,92],huber:8,huge:[8,43],human:8,hyper:[8,33,70],hyperparamet:54,hyperplan:12,i1117:74,iOS:86,iamfullaccess:80,iamusersshkei:80,ics:12,id_input:7,id_rsa:75,idea:[8,18,43,48,54],ident:[8,53,61,63,71,80],identifi:[36,70],identityoffsetproject:8,identityproject:8,ids:[7,8,70,93],idx:[23,33,70],ies:30,ifels:[17,45],ifelseop:45,ight:8,ignor:[2,8,77,90],illustr:[2,7,19,24,32,41,49,51,67,70,74,93],ilsvrc:92,im_siz:33,imag:[2,11,12,15,33,34,42,45,48,51,61,64,68,69,79,80,82,83,88,91,92],image_a:48,image_b:48,image_fil:48,image_lay:48,image_list_provid:92,image_nam:15,image_path:48,image_reader_cr:48,image_s:92,imagenet:[8,21],imagepullpolici:80,imageri:8,images_reader_cr:48,imagin:34,img:[2,8,9,49],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:74,imgsizei:74,imgsizex:74,imikolov:75,immedi:[43,54,80],immutable_paramet:15,imperfect:52,implement:[2,8,9,12,17,23,24,25,26,27,32,35,36,37,39,40,44,46,49,50,56,58,59,67,93],implemet:22,impli:18,implicit:51,imposs:88,improv:[8,50,52,74,80],inarg:22,inbound:80,includ:[1,2,7,8,9,12,15,17,18,24,27,31,33,35,39,40,41,45,47,49,52,58,62,63,67,68,70,71,74,75,77,80,81,85,86,90,93],incorpor:8,incorrect:8,increas:[19,23,31,75,77],increment:[34,77],incupd:70,inde:[12,48,63],independ:[8,16,24,51,56,88,93],index:[2,7,8,11,12,14,16,17,19,23,45,47,59,80],indexslot:8,indic:[2,7,8,17,24,33,41,45,53,57,59,61,75,80,85],indicatedatatyp:31,indice_map:59,indices_map:59,individu:[19,61,80],industri:[19,38,88],ineffici:44,infer:[0,15,17,19,36,37,39,46,47,51,52,57,62,86],infer_shap:47,infer_var_type_:37,inferfac:37,inferior:26,infernec:86,infershap:[17,47,52,71,72],infershapecontext:[71,72],infervartypefn:37,info:[7,8,12,31,41,70,75,88],inform:[4,8,12,14,17,27,30,35,38,41,47,49,54,56,57,69,70,71,72,74,77,80,85],infrastructur:[80,91],ingor:77,inherit:[17,42,52,71],ininst:15,init:[6,14,17,33,41,49,70,75,79,80,91,93],init_attr:47,init_from_tar:14,init_hook:93,init_model_path:[76,77,79,90,93],initi:[2,4,6,8,9,12,14,18,23,34,41,43,47,49,50,54,58,59,67,70,71,77,90,91,93],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:47,initpaddl:[4,91],initrd:88,inlcud:9,inlin:[72,80],inner:70,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:72,input1:[8,9,72],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,31,32,33,34,35,37,41,43,44,46,47,48,49,50,51,52,53,56,58,59,61,67,69,70,71,72,75,79,90,91,92,93],input_conf:8,input_data:70,input_data_target:70,input_featur:5,input_fil:61,input_hassub_sequence_data:70,input_id:8,input_imag:9,input_index:70,input_label:70,input_lay:70,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:59,input_seq:8,input_sequence_data:70,input_sequence_label:70,input_sparse_float_value_data:70,input_sparse_non_value_data:70,input_t:70,input_to_check:16,input_typ:[61,93],input_valu:16,input_var:[16,47],inputbuff:22,inputdef:70,inputgradi:53,inputlayers_:70,inputs_to_check:16,inputtyp:[2,12],insert:[46,52,53,69],insid:[7,8,9,19,44,48,50,52,53,63,80],inspir:90,instal:[8,27,55,63,65,68,69,75,81,92],install_android:85,instanc:[8,16,17,19,21,25,28,36,41,43,47,49,52,53,67,70,72,74,77],instance_ip:80,instanti:[19,28],instead:[8,9,11,18,22,27,34,35,48,49,63,68,69,93],instrins:31,instruct:[17,34,63,68,74,85,93],int16:60,int32:[45,59,60,77],int64:[29,57,60],integ:[2,7,8,12,23,27,31,39,70,93],integer_valu:[2,12,93],integer_value_sequ:[2,12,67,93],integr:[7,62,88],intellig:28,inter:[8,49],interact:[63,80],intercept:8,interchang:[34,52],interest:[31,74],interfac:[0,4,6,8,9,14,17,23,27,30,35,44,52,53,71,72,80,88],interg:93,intergr:8,intermedi:[30,33,42,49,68,85,86],intern:[8,9,14,31,75,80],internet:[18,19,88],interpret:[2,7,62,74],interv:8,inth:72,intrins:[31,62,86],introduc:[2,8,17,19,33,38,54,56,58,71,75,81],introduct:[3,91],introductori:68,intuit:[26,52],invalid:[48,56],invoc:[18,32,52],invok:[2,8,14,44,47,49,50,52,53,58,68,69,74,80],involv:[71,91],iob:7,ioe:7,ips:80,ipt:[8,47,58,67],ipx:88,ipython:15,is_discriminator_train:91,is_gener:[90,91],is_generator_train:91,is_loc:14,is_predict:93,is_seq:[8,67],is_stat:6,is_target:46,is_tensor:58,is_test:92,is_traget:46,is_train:2,isn:74,isol:63,isspars:70,issu:[18,33,51,62,63,68,69,74],item:[8,12,14,26,31,48,88],iter:[8,9,10,12,14,15,19,43,48,49,59],iter_multiple_input_and_param:47,its:[2,8,9,14,15,16,17,19,23,33,34,35,37,38,41,43,44,46,47,52,53,56,57,58,70,71,72,74,75,77,80,90,91,93],itself:[19,26,43,56],ivs:58,java:[17,39,45,52],jeremi:74,jmlr:8,job:[4,12,26,49,51,52,76,77,79,92,93],job_dispatch_packag:75,job_id:12,job_mod:90,job_nam:[27,80],job_namespac:80,job_path:80,job_workspac:75,jobpath:80,jobport0:80,jobport1:80,jobport2:80,jobport3:80,jobserv:27,join:19,joint:90,jointli:9,journei:63,jpg:92,json:[35,80,81],jth:9,juditski:43,jupyt:[27,63],just:[2,5,7,8,9,12,18,23,24,33,37,41,43,44,47,49,52,53,54,56,57,61,68,69,75,79,80,85,90],jx4xr:80,jypyt:15,k8s:88,k8s_data:80,k8s_job:15,k8s_token:15,k8s_train:80,k8s_user:15,kafka:21,kaim:8,kaimingh:92,kebilinearinterpbw:74,kebilinearinterpfw:74,keep:[2,8,12,19,34,43,47,56,58,69,88],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,29,31,52,53,58,59,68,69,71,74],kept:[8,47],kera:54,kernel:[8,16,31,43,54,57,71,72,74,93],key1:77,key2:77,key_pair_nam:80,keyid:80,keymetadata:80,keypair:80,keyserv:80,keystat:80,keyusag:80,keyword:[2,47],kill:[19,80],kind:[1,2,15,16,19,25,34,42,49,60,61,80,81,91,93],kms:80,know:[2,15,23,38,61,69,70,74,75,80,85],known:[17,32,41,91],kriz:12,kselectedrow:57,ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:80,kubectl:[75,81],kuberent:[19,80],kubernet:[15,19,52,73,82,83,88],kubernetes_service_host:15,kwarg:[2,9,10,12,35,47,58,93],l1_rate:6,l1_regularization_op:54,l2_rate:6,l2_regularization_op:54,l2regular:93,l93:22,label:[2,4,7,8,12,14,33,34,35,42,45,48,49,50,51,61,81,91,92,93],label_dim:[8,93],label_fil:48,label_lay:48,label_path:48,lag:77,lake:2,lambdacost:8,lambdarank:8,lan:75,languag:[8,12,34,52,56,79,90],larg:[11,12,38,43,49,50,69],larger:[2,6,7,8],larger_than:[17,36,45],last:[7,8,9,41,45,61,67,77,93],last_time_step_output:8,lastseen:81,latenc:[8,31,49,75,80],later:[18,52,54,62,71,72,80,89,93],latest:[8,17,18,19,26,63,81],latter:[43,59],launch:[77,80],launcher:15,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,33,34,36,42,43,45,48,49,50,52,54,58,59,61,67,73,76,77,90,91,92,93],layer_0:70,layer_attr:[8,67,79],layer_num:[79,92],layer_s:8,layer_typ:8,layerbas:70,layerconfig:70,layergradutil:70,layerhelp:47,layermap:70,layeroutout:8,layeroutput:9,lazi:[43,54],lbl:7,ld_library_path:62,lead:74,leaki:33,learing_r:42,learn:[6,7,8,9,10,12,15,24,26,33,34,43,48,49,50,51,52,54,61,63,65,67,68,70,71,74,89,92,93],learnabl:14,learning_method:[61,90,93],learning_r:[6,24,49,61,90,93],leas:19,least:[7,8,19,62,85],leav:[2,17,80],lecun:12,left:[8,17,61,72,92],legal:58,len:[2,8,24,29,47,70,93],length:[8,9,12,24,31,38,41,52,59,67,77,81],leq:8,less:[8,15,88],less_than:15,let02:81,let:[4,7,8,15,17,26,32,34,41,42,53,61,71,80],level:[6,8,31,32,35,38,41,59,60,69,75,77,85,91],lgtest:18,lgtest_main:18,lib64:[62,77],lib:[40,75,85,86],libapi:18,libari:40,libcudnn:62,libpaddl:[39,40,52],libpaddle_capi:40,libpaddle_gserv:40,libpaddle_math:40,libpython:62,librari:[8,18,25,40,49,62,63,71,75,77,86],life:19,lifecycl:88,lifetim:56,lightweight:32,like:[2,7,8,12,17,18,19,22,27,32,33,34,35,37,43,47,48,49,52,53,54,56,57,59,61,62,67,68,69,74,75,76,79,80,85,86,88,90,92,93],limit:[8,12,38,52,54,74,77],linaro:86,line:[1,2,4,7,12,18,22,27,30,34,43,45,47,52,54,61,68,69,73,74,79,80,90,92],linear:8,linearactiv:61,link1:31,link2:31,link:[8,9,18,29,30,56,62,71,80,88,93],linux:[29,62,63,68,69,80,86],linux_x86_64:55,lipeng:90,list:[1,2,7,8,9,12,14,15,17,18,23,27,28,30,33,42,44,47,51,53,56,59,61,63,67,68,70,71,75,77,79,80,86,92,93],listdir:75,listen:[19,75,77],littl:[1,2,24,38,77,93],live:[63,71],load:[1,2,4,8,15,19,33,47,49,61,71,77,80,92],load_featur:92,load_feature_c:92,load_feature_pi:92,load_missing_parameter_strategi:[76,77,79,90],load_mnist:33,load_uniform_data:91,loadparamet:4,loadsave_parameters_in_pserv:[22,76,77],loc:7,local:[6,14,16,17,19,25,26,34,41,45,47,52,62,63,68,69,75,76,77,81],local_scop:16,localhost:63,localpath:30,locat:[8,14,18,59,67,70,75,86,93],lock:[18,19,23,24,50],lod:[38,41,57,59,60],lod_desc:[57,60],lod_level:[47,57,60],lod_tensor:[41,57,60],lodtensor:[37,38,52,60],lodtensordesc:[38,57],log:[2,23,30,33,49,70,75,77,80,81,86],log_barrier_abstract:77,log_barrier_lowest_nod:[76,77],log_barrier_show_log:[76,77],log_clip:[76,77],log_error_clip:[76,77],log_period:[77,79,81,91,93],log_period_serv:[76,77],logarithm:5,logger:2,logic:[2,26,33,37,42,44,49,50,56,59,71],login:[63,75],logit:33,longer:[19,49],look:[2,7,17,27,34,43,47,49,53,54,61,75,76,80,81,91,93],lookahead:8,lookup:[37,93],loop:[16,17,48,56],loop_var:59,loss:[8,33,35,42,43,54,70,91,93],lot:[43,47,49,54,75,76,88],low:[8,42,59],low_rnn:41,lower:[8,31,41,69,75],lower_level_rnn:41,lowest:77,lpaddle_capi_shar:40,lpaddle_capi_whol:40,lrelu:33,lstm:[8,67,81,93],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:93,lstm_step:9,lstmemori:[9,67],lstmemory_group:8,ltr:8,lucki:61,mac:[40,62,63,68,69,85],machin:[8,9,12,14,33,43,49,50,54,61,68,70,75,76,77,79,80,81,86,88,93],machine_transl:67,maco:68,macro:[32,53,71],made:[2,19,24,61,67],mai:[2,8,9,16,17,31,48,49,50,51,52,56,63,72,74,75,80,86],main:[2,4,35,45,52,75,80],mainli:[25,71,77],maintain:[8,17,23,43,47,52,80,89],majel:18,major:[49,63,85,91,92],make:[2,7,8,15,17,18,19,23,24,26,31,34,41,43,44,47,48,49,52,54,59,62,63,68,69,70,71,74,75,80,85,86,88,93],make_ddim:72,make_function_oper:32,make_vari:58,maker:[52,53],malloc:70,man:29,manag:[14,19,24,25,30,49,56],mandarin:8,mani:[8,9,18,23,33,44,47,52,53,56,57,58,59,61,63,68,77,93],manili:35,manipul:[47,53,75],manner:[8,43,54],manual:[42,43,49,53,63,75,85,88],manylinux1_x86_64:55,map:[2,7,8,12,14,15,17,23,47,53,56,58,59,68,77,88,92],map_fn:59,map_read:12,mapper:12,mapreduc:[15,75],mark:[2,33,34,41,50,56,67,88],market:[31,61],mask:[6,8],master:[15,26,52,55,77,86],mastermind:18,mat:[39,40],mat_cache_row:22,mat_norm:22,mat_normal_shar:22,mat_param_attr:9,mat_sparse_row:22,mat_sparse_row_auto_grow:22,mat_sparse_row_id:22,mat_sparse_row_prefetch:22,mat_sparse_row_prefetch_full_s:22,mat_value_shar:22,match:[8,18,74],matchbox:88,math:[9,39,52,69,70,71,74],mathemat:54,matirx:8,matmul:[17,35,41,59,71],matric:[4,67,70],matrix:[7,8,9,12,14,22,39,40,70,71,76,79,92],matrixptr:70,matrixtyp:40,matter:2,mattyp:22,matur:75,max:[2,6,8,12,16,47,74,77,79,93],max_diff:16,max_id:[8,14,93],max_job_id:12,max_length:[8,67],max_movie_id:12,max_relative_error:[16,71],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,93],maxid_evalu:7,maxid_lay:93,maxim:8,maximum:[7,8,12,17,24,67,71,74,77,93],maxinum:11,maxpool:8,mayb:[8,17],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,28,35,41,46,48,49,56,61,67,68,71,74,77,79,80,88,90,91,92,93],mean_meta:92,mean_meta_224:92,mean_valu:92,mean_var_nam:8,meant:59,measur:[61,74],mechan:[8,9,25,47,53,67,80],mem:[8,17,27],mem_per_p:51,mem_per_train:51,member:[12,15,34,35,44,47,56,71],memcpi:[44,74],memori:[1,2,9,17,22,23,27,31,38,43,52,67,68,69,70,72,74,77,79,81,93],memory_boot:9,memory_nam:8,memory_test:68,memory_threshold_on_load_data:77,mention:[18,23,43,50,68],mere:9,merg:[8,24,26,41,44,69,77,90],mergedict:90,messag:[17,34,38,45,46,47,52,53,57,60,61,69,77,81],meta:[92,93],metaclass:71,metadata:[29,80,81],metal:88,metaphor:34,metaplotlib:15,method:[2,8,10,14,16,17,26,31,33,34,35,42,47,50,52,56,57,59,63,70,71,72,74,77,79,93],methodolog:43,microarchitectur:31,might:[8,17,18,45,50,63,68,69,70,80,85],mileag:74,million:[12,79],min:[6,8,47,74,79,80],min_block:17,min_count:50,min_desc:17,min_pool_s:2,min_word_freq:12,mini:[2,8,12,14,17,19,36,41],mini_batch:48,minibatch:[8,17,34,36,45],minim:[2,17,33,42,50,52,61,77,85,86],minimum:[8,85],minimun:77,minsizerel:[85,86],minst:2,minu:53,minus_grad:53,minusgradop:53,minusop:53,minusopgradmak:53,minusopprotoandcheckermak:53,minut:[19,26,68,80],mirror:[18,63],mislead:24,miss:[33,77,90],mit:80,mix:[9,59,67],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mkdir:[30,62,63,75,80],mkl:[52,62],mkl_path:62,mkl_root:62,mkldnn:8,mkldnn_batch_norm:8,mlp:35,mnist:[2,4,21,33,34,45,48,49,51,52],mnist_provid:2,mnist_random_image_batch_read:48,mnist_train:[2,48],mnist_train_batch_read:48,mobil:[31,52,84],mod:75,mode:[8,14,31,69,77,91,92],model:[0,1,4,8,9,12,14,17,19,20,34,42,43,49,50,51,52,54,59,69,70,73,77,80,89],model_config:[4,91],model_list:[77,79],model_path:79,model_zoo:[90,92],modifi:[4,8,31,35,49,54,67,70,71,75,80],modul:[1,2,4,9,12,14,32,33,59,61,62,71,92,93],modulo:8,momentum:[6,56,61,93],momentumoptim:61,mon:81,monitor:93,mono:8,month:[18,93],more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,30,31,32,34,41,42,47,48,49,50,52,54,59,61,63,67,68,70,71,72,74,75,79,81,86,88,93],morin:8,most:[2,4,8,12,14,15,18,26,34,35,43,48,49,54,61,67,70,74,76,88],mostli:[31,88],motiv:52,mount:[27,63,75,80,81],mountpath:[80,81],move:[8,19,23,30,43,74,80,88],movement:74,movi:[2,12],movie_categori:12,movie_info:12,movie_review:12,movieinfo:12,moving_average_fract:8,mpi:75,mpirun:75,mse:[34,42,45],much:[8,19,42,48,54,59,74],mul:[32,47,51,70,71],mul_grad:71,mul_op:71,mul_result:47,mulgradkernel:71,mulkernel:71,mulop:[32,71],mulopgrad:71,mulopmak:71,multi:[8,44,70,75,76,77,88,92],multi_binary_label_cross_entropi:8,multi_crop:92,multigradientmachin:44,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,32,49,50,51,52,60,63,67,70,71,75,77,79,80,91,93],multiple_input:47,multiple_param_attr:47,multipli:[7,8,70],multiprocess:12,multithread:2,must:[2,5,7,8,9,12,24,38,46,47,48,52,58,62,63,67,70,71,72,75,77,79,80,85,86],mutabl:72,mutable_data:[71,72],mutuable_data:72,mxnet:17,my_cluster_nam:80,my_external_dns_nam:80,my_lib:75,mypaddl:81,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,32,35,38,40,45,47,51,52,55,57,58,59,60,61,63,67,68,70,71,74,75,77,79,81,82,83,88,90,91,92,93],name_prefix:21,namespac:[17,36,39,47,63,70,71,81],nativ:[8,31,69],natur:[23,26,50,59,79],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,ndk:85,nearest:[31,93],nearli:16,necess:59,necessari:[2,8,17,24,26,38,44,47,58,59,62,70,75,93],necessarili:70,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,30,32,33,42,43,44,46,47,49,50,51,52,53,54,56,57,58,59,61,62,63,67,70,71,72,75,76,77,79,80,81,85,86,88,91,92,93],neg:[2,7,8,93],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighbor:93,neon:[31,85,86],ner:7,nerual:49,nest:[2,8,12,17,45],net:[8,9,17,33,41,56],net_diagram:92,netop:[17,52],network:[1,2,4,6,7,8,12,13,14,15,16,17,19,22,33,35,41,42,43,48,49,50,54,56,58,60,61,63,70,71,72,74,75,77,88,90],network_config:79,networkadministr:80,neural:[2,4,8,9,12,14,15,17,19,35,43,49,54,56,60,61,72,74,75,77,90,91,92],neuralnetwork:44,neuron:[4,70,93],never:[12,48,56,80,81],new_block_idx:47,new_stat:41,newblock:47,newer:85,newest:24,newli:88,newop:17,newopdesc:47,newprogram:47,newremot:49,newvardesc:47,next:[8,12,19,25,59,67,70,71,74,77,80,81],nfs4:80,nfs:80,nfsver:80,nginx:63,ngram:12,nic:[76,77],nil:23,nine:12,nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nnz:70,no_cach:2,no_grad_set:[16,71],no_sequ:[2,8],noavx:63,node1ip:75,node2ip:75,node3ip:75,node:[8,18,26,35,49,50,51,52,60,68,70,75,77,80,81,88],node_0:80,node_1:80,node_2:80,node_id:75,nodeattr:35,nodeentri:35,nodefil:75,nodesep:35,nohup:75,nois:[8,19,33,75,91],noise_dim:91,noisi:33,non:[8,19,31,57,70,71,77,80],none:[1,2,4,6,7,8,9,10,11,14,15,16,17,33,35,36,41,42,45,47,51,58,59,61,67,92,93],nonlinear:70,nor:68,norm:[9,33,91],norm_by_tim:8,normal:[2,4,8,9,12,43,67,70,75,77,81,90,91,92],normzal:92,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,38,48,52,62,63,71,72,74,75,77,79,80,90],notebook:[27,63],noth:[5,14,47,56,68,77],notic:[53,67,69,70],notif:69,notingradi:71,notion:59,notori:16,now:[2,8,12,18,19,33,38,43,50,52,53,54,56,61,63,77,80,91],np_arrai:12,nproc:[62,68],nullptr:[53,56,70],num:[8,9,75,77,93],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,35],num_filt:[8,9],num_gradient_serv:[75,76,77],num_group:8,num_hidden:35,num_input:69,num_neg_sampl:8,num_p:[49,51],num_parameter_serv:15,num_pass:[14,61,76,77,79,81,93],num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:57,num_shard:21,num_step:59,num_train:[49,51],number:[2,7,8,9,12,17,19,21,43,48,50,52,58,59,61,68,70,75,77,80,90,92,93],numchunktyp:7,numdevices_:79,numer:71,numeric_grad:16,numerical_grad:16,numlogicaldevices_:79,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,31,33,47,48,61,62,71,91,92],numreal:22,numsampl:74,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:68,nv_librari:18,nv_test:18,nvcc:[18,31,63],nvidia:[31,62,63,68,74,77],obei:7,obj:[2,61,92,93],object:[2,4,6,8,9,12,14,15,22,33,35,39,42,47,51,52,54,56,72,74,91,92,93],observ:[8,61,70,74],obtain:[26,43,93],obvious:18,occupi:31,occur:[12,14],occurr:17,oct:81,odd:8,off:[40,63,68,75,85,86,88],offer:[4,17,51,52,58],offici:[8,18,63,69,80,85],offlin:[19,21,88],offset:[8,22],often:[22,35,69,75,93],ograd:70,old:[16,24,26,52,63,77],older:85,omega:54,omit:93,ompi_comm_world_rank:75,on_init:2,on_travisexclud:62,onc:[2,8,19,23,34,43,49,50,63,69,70,80,93],one:[2,5,7,8,9,11,12,14,15,16,17,19,22,23,24,26,27,28,31,32,33,35,37,38,41,42,43,44,45,46,47,48,49,51,52,53,56,57,59,61,63,68,69,70,71,75,77,79,80,81,88,90,91,92,93],onehotcrossentropyopkernel:71,ones:[32,33,52,69,71],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,30,31,33,34,41,42,44,47,49,50,51,52,57,58,59,61,62,67,68,70,71,72,74,76,77,79,80,81,88,90,92,93],onlin:[8,10,19,21,48],only_cpu:16,onto:[49,50,75,80],op_:71,op_check:71,op_class:[52,58],op_desc:[37,46],op_maker_class:[52,58],op_proto:58,op_test_util:71,op_typ:52,opattrcheck:71,opcreat:58,opdesc:[17,34,45,46,47,52,53,58,60],opdescbind:[37,53],opdescbuild:17,open:[2,8,15,21,33,48,61,63,69,75,80,92,93],openbla:[62,85],openblas_path:62,openblas_root:62,oper:[8,9,12,16,17,28,31,33,34,35,37,41,42,46,49,51,54,56,60,63,67,69,70,72,74,77,80,85,90],operator_grad:16,operatorbas:[17,32,52,53,58,71],operatorwithkernel:71,opinfo:[37,52,53],opinfomak:37,opinfomap:53,opkernel:72,opkernelkei:52,opmak:58,opproto:71,opprotoandcheckermak:[53,71],opprotomak:[58,71],opregist:58,opregistri:58,ops:[16,17,18,34,35,43,45,46,47,52,71,88],ops_:17,ops_test:18,opt:[15,42,46,51,58,62],opt_op_list:42,optestmeta:71,optim:[2,6,13,14,16,28,33,43,44,45,49,50,51,52,54,57,61,70,74,75,85,86],optimis:42,optimize_op_attr:47,option:[2,7,8,15,18,33,38,45,46,47,52,57,58,60,61,68,70,75,79,85,88],optmization_op_list:42,opts_np:46,optyp:[37,58],opwithkernel:57,order:[2,8,9,12,14,28,34,38,48,54,59,70,75,77,80,81,88,91,92,93],ordereddict:14,oregon:80,org:[7,8,9,12,21,29,33,62,63,91],organ:[7,8],orient:58,origin:[1,2,8,9,12,16,33,56,59,69,72,91],other:[2,7,8,9,12,17,19,24,30,31,37,41,43,46,54,56,58,62,63,67,68,69,75,79,80,81,85,86,88,90,91,92,93],otherchunktyp:7,otherwis:[1,8,12,14,15,19,24,26,33,37,48,67,69,75,79],our:[15,18,33,37,43,49,50,56,59,63,67,68,69,70,80,81,85,90,93],out:[8,14,15,17,18,23,26,35,41,47,61,67,71,72,74,75,77,80,81],out_dir:80,out_left:8,out_mem:67,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:78,outout_lay:14,outout_layer1:14,outout_layer2:14,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,30,32,33,34,35,36,37,38,41,43,45,46,47,48,49,50,52,53,56,57,58,59,61,67,68,69,70,71,72,74,77,79,81,85,90,91,92,93],output_:[8,70],output_all_step:41,output_dir:92,output_id:8,output_lay:[14,92],output_max_index:11,output_mem:[8,67],output_nam:16,output_num:41,output_path:21,output_seg:59,outputbuff:22,outputgradi:53,outputh:8,outputw:8,outsid:[2,8,9,56],outter_kwarg:2,outupt:59,outv:70,over:[1,8,9,14,15,43,59,69,70,74,93],overal:[33,43,69,88],overfit:54,overhead:74,overlap:[7,8,70],overlap_threshold:[7,8],overload:31,overrid:[17,19,30,51,70,71,72],overview:[23,24,25],overwhelm:69,overwrit:[30,75],own:[24,26,35,37,42,43,49,51,54,58,63,71,75,80,85],owner:[68,69],pack:[59,63,85],packag:[2,12,23,27,32,55,63,69,71,80],pad:[9,93],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,30,32,33,36,38,39,40,41,44,45,49,51,52,54,58,59,61,62,63,64,67,68,69,70,71,73,74,75,77,79,80,85,88,91,93],paddle_begin_init_param:24,paddle_dir:71,paddle_element_typ:24,paddle_element_type_float32:24,paddle_element_type_float64:24,paddle_element_type_int32:24,paddle_element_type_int64:24,paddle_element_type_uint32:24,paddle_element_type_uint64:24,paddle_enforc:17,paddle_enforce_eq:[71,72],paddle_error:[39,40],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_num_gradient_serv:75,paddle_init_param:24,paddle_init_port:75,paddle_init_ports_num:75,paddle_init_ports_num_for_spars:75,paddle_init_pserv:75,paddle_init_trainer_count:75,paddle_init_trainer_id:75,paddle_init_use_gpu:75,paddle_job:27,paddle_matrix:[39,40],paddle_matrix_cr:40,paddle_matrix_get_shap:39,paddle_matrix_shap:39,paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:81,paddle_paramet:24,paddle_pserver2:75,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:90,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:90,paddle_train:[40,55,75],paddledev:[80,81],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,29,30,32,33,34,36,38,41,42,44,47,48,51,52,56,59,60,61,62,67,69,70,71,73,74,82,83,87,88,89,92,93],paddlepadl:2,paddpepaddl:2,page:[69,80],pai:63,pain:51,pair:[7,8,17,34,42,49,52],pakcag:18,palceholder_just_ignore_the_embed:90,paper:[8,33,90,91,92],para:22,paraconvert:90,paradigm:52,paragraph:41,paragraph_data:41,paragraph_out:41,parallel:[49,50,52,68,74,75,77,79,80,81],parallel_nn:[6,76,77],param:[6,8,9,12,16,17,24,44,47,72,75],param_attr:[8,9,22,47,61,67],param_config_proto:24,paramattr:[6,8,61,67],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,28,30,33,34,35,37,38,41,42,45,48,49,56,58,59,61,69,70,72,73,79,91,93],parameter_attribut:8,parameter_block_s:[76,77],parameter_block_size_for_spars:[76,77],parameter_learning_r:6,parameter_list:42,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient_:22,parametermap:70,parametermutex_:22,parameters_:70,parameters_and_grad:42,parameterserver2:22,parameterset:15,parameterupdat:44,parameterupdater_:22,params_grad:42,paramt:[80,90],paraphrase_data:90,paraphrase_model:90,paraspars:70,parent:[17,45,47,52,70],parent_:[17,56],parent_idx:47,parenthes:52,pars:[4,12,18,28,35,68,79,80,91],parse_config:[4,91],part:[2,7,8,17,26,38,45,47,61,67,70,74,75,88,91,93],parti:[68,74,85,86],partial:[8,14,91],partial_sum:8,particip:71,participl:90,particular:[34,38,52,74],partit:[19,21,28,49,50,52,75,80],pass:[2,8,14,17,19,33,38,42,43,44,46,47,48,52,54,56,59,61,69,70,74,75,77,80,81,91,93],pass_id:14,pass_idx:48,pass_test:91,passtyp:70,password:75,past:[15,63,80],patch:29,path:[1,2,7,12,14,19,23,24,27,48,61,62,75,77,79,80,81,85,86,90,92,93],pattern:[12,19,39,43,54,61,80],paus:[19,26],pdf:[8,9],pem:[15,21,80],pend:[19,23],peopl:68,pep8:69,per:[7,8,12,19,24,43,48,54,71,77,93],perfom:[77,79],perform:[1,8,9,16,24,31,33,44,52,54,61,67,68,70,71,73,75,76,85,86,91,93],period:[1,19,26,51,77,93],permiss:80,peroid:8,persist:[28,57,60,80],persistentvolum:80,persistentvolumeclaim:80,person:[7,15],perspect:[52,74],perturb:[16,70],peter:51,pex:88,pfs:[21,30,51],pfsclient:21,pfspath:30,pgp:80,phase:[43,53,61,88],philosophi:[43,54],photo:33,physic:88,pick:[2,80],pickl:75,pictur:93,piec:[8,9,28,61,72],pil:75,pillow:27,ping:69,pip:[55,62,69],pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,49,50,52,70,71,72,74,92],placehold:[33,61,72,90],placement:50,plain:[1,7,8,27,38,40],plan:[19,52,70,85],platform:[17,61,69,71,72,80,85,86],pleas:[2,4,6,8,9,10,15,19,23,24,25,35,41,47,48,49,51,52,60,62,63,64,67,68,69,70,71,72,75,80,85,86,89,90,93],plot:15,plu:[8,16],plug:43,pne:71,png:92,pnpairvalidationlay:77,pnpairvalidationpredict_fil:76,pod:[21,27,80,81],pod_nam:80,point:[17,19,27,31,51,61,68,69,71,72,74,85,88],pointer:[17,24,35,47,52,56,72],polar:12,polici:80,pollut:26,polyak:43,ponit:35,pool3:70,pool:[2,9,13,93],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooling_lay:[9,93],pooling_typ:[8,93],poolingtyp:11,pop:17,popul:24,popular:[18,33,35,61,92],port:[18,63,75,76,77,80,81],port_num:76,portabl:35,ports_num:[75,77],ports_num_for_spars:[22,75,76,77,79],pose:19,posit:[2,7,8,9,93],positive_label:7,possibl:[15,17,23,47,50,54,74,91],post1:62,post:[27,29],postpon:54,potenti:[31,74],power:[31,72,88,93],practic:[8,61,67,70],pre:[2,8,9,12,15,24,63,69,80,81,85,86,90],pre_activ:47,pre_bia:47,pre_dictandmodel:90,pre_stat:[41,59],preambl:47,precis:[7,31,43,62],precision_evalu:7,pred:[35,93],predetermin:[8,77],predic:12,predict:[2,3,7,8,14,49,54,61,67,77,90,93],predict_fil:77,predict_lay:14,predict_output_dir:[76,77,93],predict_sampl:4,predicted_label_id:93,prediction1:14,prediction2:14,prefetch:[22,70],prefix:[7,9,19,21,71,80],pregrad:70,preinstal:62,premodel:90,prepand:47,prepar:[4,16,27,44,67,82,93],prepend:47,prepend_oper:47,preprocess:[12,59,81],prerequisit:62,present:[15,17,59,92],preserv:30,pretti:61,prev_batch_st:[76,77],prevent:[1,10,15,19,23,26,54],preview:52,previou:[8,9,14,19,30,41,50,70,77,80],previous:[8,81,92],previous_memori:17,price:[12,52,61],primari:34,primarili:[43,54],primer:69,primit:[31,59],principl:[15,18],print:[6,14,15,35,49,61,75,77,90,93],print_graphviz:35,printallstatu:74,printer:7,printstatu:74,priorbox:8,prioriti:52,prite:7,privat:[17,40,47,56,57,58,59,69,72],privileg:[68,80],prob:[7,14,91],probabilist:[8,90],probability_of_label_0:93,probability_of_label_1:93,probabl:[7,8,14,67,69,92,93],problem:[4,8,15,16,18,26,33,34,43,52,54,68,93],proc:63,proc_from_raw_data:93,proce:[12,19,48,80],procedur:[17,38,72,90],proceed:8,process:[1,2,4,6,8,9,12,15,17,21,22,23,26,35,38,49,54,58,61,63,67,69,75,77,79,80,81,90,92,93],process_num:12,process_pr:93,processdata:92,processor:[31,74],prod:63,produc:[8,9,12,19,35,48,63,92,93],product:[8,9,27,63,70,80,93],productgraph:81,profil:[30,62],proflier:74,program:[1,12,15,21,24,26,34,36,42,48,49,51,52,56,63,74,77],programdesc:[28,38,46,47,51,53],programm:[47,49],progress:[19,23,77],proivid:2,proj:8,project:[8,9,27,40,62,67,70,71],promis:[8,9],prompt:30,prone:15,propag:[10,43,71,77,79],proper:75,properli:[68,93],properti:[2,35,54,77],propos:[17,42,43,50,59],protect:[58,70,71],proto:[11,38,45,52,58,60,71],proto_:58,protobuf:[14,17,27,28,34,35,38,45,47,52,53,58,62],protoc:[85,86],protocol:[7,77,88],prove:93,provi:75,provid:[8,12,15,17,24,27,31,33,35,37,43,47,51,54,58,59,61,63,72,74,75,80,85,88,90,91,92],providermemory_threshold_on_load_data:76,provis:[80,88],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,52,75,76,77,80],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,76,77],pserver_spec:14,pserverstart_pserv:76,pseudo:[15,27,53,59],pseudocod:59,psize:70,ptr:40,pub:75,pull:[18,52,55,63,69,90],purchas:93,purpos:[8,19,49,50,74],push:[17,69],push_back:70,put:[18,19,22,47,50,63,70,81,85,93],pvc:80,pwd:[63,68,85],pxe:88,py_paddl:[4,91],pybind:[17,31],pydataprovid:[1,2,93],pydataprovider2:[3,4,61,93],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,32,33,34,35,39,44,52,55,59,61,62,67,68,69,75,90,91],qualcomm:31,qualifi:62,qualiti:93,queri:[8,80],question:[8,15,50,58,80],queue:50,quick:[35,77,81],quick_start:[27,80,81,82,93],quick_start_data:81,quickli:[47,52,61],quickstart:81,quit:74,r14b:85,r_t:8,rac:8,rais:[12,35,75],rajathkmp:33,ran:[50,74],rand:[33,74,77,79,91],random:[2,6,8,12,21,33,44,47,48,61,71,75,77,91],random_imag:21,randomli:26,randomnumberse:76,rang:[2,8,12,21,31,33,48,49,51,58,69,77,79],rank:[8,15,59,72,80,92,93],rankdir:35,rapid:53,rare:2,raspberri:87,raspberry_pi:86,raspberrypi:86,raspbian:86,rate:[6,7,9,10,12,24,70,93],rather:[4,27,33,59,80],ratio:[8,77],raw:[8,38,61,93],rdma:[62,77],rdma_tcp:[76,77],reach:[19,74],read:[1,2,12,14,15,19,21,48,49,50,52,59,61,67,68,75,80,85,88,92,93],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:52,reader:[0,14,21,31,33,34,45,49,51,75],reader_cr:21,reader_creator_bool:48,reader_creator_random_imag:[12,48],reader_creator_random_image_and_label:[12,48],readi:[19,61,80,81,88],readlockguard:22,readm:40,readonesamplefromfil:2,readwritebuffer_:22,readwritemani:80,real:[2,8,22,33,48,61,75,91],realist:15,realiz:[17,41],realli:54,reason:[9,15,16,19,63,69,81],recal:7,receiv:[19,27,50],recent:43,reciev:77,recognit:[2,8,92],recommand:2,recommend:[1,9,15,63,67,69,70,75,77,85],recommonmark:62,recompil:74,record:[12,23,58,80],recordio:[12,15,21,23,49,51],recov:[19,59,61,91],recover:52,recoveri:23,rectangular:8,rectifi:8,recurr:56,recurrent_group:[9,67],recurrent_lay:9,recurrent_op:59,recurrentgradientmachin:[40,59],recurrentgroup:7,recurrentlay:77,recurs:[17,18,30,52],recv:[49,50,80],recvparametertyp:22,red:33,reduc:[31,50,52,69,75,77,79],reduce_by_kei:52,reduce_mean:33,refactor:[34,43,44,47,49,50,54,59],refer:[1,4,6,8,9,10,16,17,19,23,24,25,31,35,41,45,47,52,54,56,59,60,67,68,70,71,72,81,85,90,93],referenc:[8,23],reflect:23,reformat:69,refrain:71,reg:58,regard:88,region:[8,56,74],regist:[53,70,74],register_gpu_profil:74,register_lay:70,register_op:[32,52,53,58,71],register_op_cpu_kernel:71,register_op_gpu_kernel:71,register_op_without_gradi:[52,71],register_oper:[37,53],register_tim:22,register_timer_info:74,registerop:58,registr:71,registri:[27,37,63,81,88],regress:8,regular:[6,70,80,93],reinforc:51,rel:[1,9,16,26,54,71,85],relat:[2,19,26,27,56,63,69,81,86,88],relationship:[53,61,91],releas:[51,55,62,63,80,85,86],relev:71,reli:[16,42,43,54,62,71],reliabl:[19,54],relu1:35,relu2:35,relu:[8,33,35,70],remain:[59,93],rememb:[8,69],remot:[6,18,22,52,69,70,77,79,80],remote_ess:51,remote_sess:51,remoteparameterupdat:[22,25,77],remov:[12,30,69,77,85],renam:30,reorgan:8,repeat:[17,34,45,46,57,58,60],repeatedli:34,replac:[18,23,37,43,51,53,63],repli:69,replic:49,replicaset:27,repo:[18,69,86],report:[23,31,49,74],reportdataset:23,repositori:[8,85],repres:[2,4,8,9,17,23,35,38,43,47,50,51,52,54,57,59,60,67,70,80,93],represent:[8,24,33,34,49,57,93],reproduc:68,request:[18,19,22,26,49,52,55,69,80,81,88,90],requir:[1,7,8,15,19,24,26,27,30,31,35,41,43,45,46,49,50,52,54,57,58,60,68,69,70,71,75,80,81,85,86,88,91,93],res5_3_branch2c_bn:92,res5_3_branch2c_conv:92,research:[12,49],reserv:[2,30],reserveoutput:70,reset:[8,19],reshap:[16,48,72],reshape_s:8,resid:68,residu:92,resiz:[22,71,72],resnet_101:92,resnet_152:92,resnet_50:92,resolv:[18,69,81],resourc:[51,63,80],respect:[2,16,31,33,41,61,67,70,77,92],respons:[8,22,33,43,44,54,80,81],rest:[2,8,17,27,29,61,88],restart:[19,24,80,81,88],restartpolici:[80,81],restor:[16,43],restrict:[54,56,77],resu:48,result:[4,5,7,8,14,16,23,33,34,35,38,42,44,49,71,72,74,77,80,92,93],result_fil:7,resum:26,retain:72,retran:80,retriev:[17,56,68,70,81],retriv:75,return_seq:9,reuqest:55,reus:[17,26,48,52,70,71],rev:68,reveal:15,revers:[8,9,67],review:[12,81,93],reviews_electronics_5:81,revis:93,rewrit:[18,71],rgb:8,rho:10,rich:61,right:[2,8,16,17,18,27,52,54,69,92],rkt:[27,68],rmsprop:[43,93],rmspropoptim:43,rnn:[8,9,17,33,47,52,56,73,76,93],rnn_bias_attr:67,rnn_layer_attr:67,rnn_out:67,rnn_output:59,rnn_step:8,rnn_use_batch:[76,77],rnnlm:12,rnnstep:59,roadmap:59,robust:8,role:[12,15,23,24,49,80],rollback:47,root:[10,11,80,81],rot:8,roughli:[2,91],round:31,routin:31,row:[4,7,8,12,22,70,92],row_id:8,rows_:57,rpc:23,rpcserver:23,rpi:86,rpi_arm_neon:86,rpi_toolchain:86,rsize:80,rtk:88,rtype:[8,12],rule:[7,34,49,70,80],run:[15,16,17,18,19,27,28,31,32,33,34,35,41,42,43,45,46,49,50,51,52,56,57,63,69,70,72,73,74,75,77,80,82,83,85,86,88,90,92,93],runinitfunct:74,runnabl:50,running_on_cloud:27,runtim:[1,2,17,28,37,41,51,52,60,62,63,75,85],runtime_table_:17,s_param:91,s_recurrent_group:67,sacrif:1,safe:27,sai:[8,34,36,61,68,77,79],sake:70,same:[2,4,7,8,9,14,15,16,23,24,26,32,33,35,41,47,49,51,52,53,56,59,67,71,72,75,79,80,90,93],samping_id:8,sampl:[2,4,7,12,33,58,75,77,79,90,91,92,93],sample_dim:91,sample_id:7,sample_num:7,sampler:33,satifi:7,satisfi:[18,57,80,93],save:[2,8,12,14,19,21,23,24,27,34,35,38,43,49,57,60,61,68,75,77,79,80,81,92,93],save_dir:[61,77,79,81,91,93],save_only_on:[76,77],save_parameter_to_tar:14,saving_period:[76,77],saving_period_by_batch:[76,77,79,93],saw:2,scalabl:52,scalar:[2,8,17,36,59],scale:[5,43,49,50,53,58,71,75,92],scaleop:71,scaleopmak:[52,71],scalingproject:8,scan:[23,52],scatter:8,scenario:[61,76],scene:76,schdule:80,schedul:[23,27,50,80,91],scheduler_factor:6,schema:90,scheme:[7,10,22,54,71],scope:[16,28,51],score:[7,8],scp:75,scrip:93,script:[4,12,68,71,75,80,85,92,93],search:[8,19,56,62,67,77],second:[2,8,15,30,33,35,41,45,46,48,56,58,61,63,71,75,90,92,93],secret:80,section:[2,47,50,67,69,70,80,93],see:[2,4,8,9,15,19,47,49,51,61,63,69,71,72,74,80,90,91,92,93],seed:[74,77],seem:[18,31],seen:[54,71],segment:[7,41,59,72],segmentor:90,sel_fc:8,selcet:8,select:[8,80],selected_id:8,selected_indic:8,selected_row:[57,60],selected_rows_desc:[57,60],selectedrow:[37,60],selectiv:8,selector:81,self:[16,33,35,38,42,47,59,61,70,71],selfnorm:8,semant:[12,15,55],semat:15,send:[19,24,49,50,52,58,60,69,75,77,80],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sens:[43,54,69],sensit:8,sent:[15,24,49,52,58,81],sentenc:[2,8,12,41,59,67,93],sentence_input:59,sentiment:[2,61,93],sentimental_provid:2,separ:[2,7,24,32,43,53,54,75,77,90,93],seper:59,seq:[8,12],seq_len:59,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:90,seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,90],seqtoseq_net:[8,90],sequel:2,sequenc:[2,5,7,8,9,11,12,17,28,34,42,45,59,69,70,90,93],sequence_conv_pool:93,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,67,93],seri:9,serial:[2,14,17,23,38,44,52,60],serializ:52,serv:[31,49,52,59,63,74,75,80,91],server:[15,18,22,25,26,49,52,63,70,76,88],serverless:19,servic:[63,75,88],sess:[33,35,42,51],session:[35,42,46,63,74],set:[1,2,4,6,7,8,9,12,14,15,19,27,33,37,41,46,47,52,53,56,59,61,62,63,67,68,69,70,71,72,73,74,75,76,77,79,80,81,86,90,92,93],set_active_typ:70,set_default_parameter_nam:6,set_drop_r:70,set_float_el:16,set_input:8,set_siz:70,set_typ:70,setdatatyp:57,setdefault:71,setp:80,setq:68,settup:70,setup:[2,43,55,63,70,71,88,93],sever:[2,7,8,16,22,28,33,41,44,47,57,59,75,79,80,93],sexstant:88,sgd:[14,15,19,27,43,44,49,50,51,57,75,91],sgdasync_count:76,shall:18,shape:[8,12,14,16,17,33,36,41,45,47,51,52,57,71,72,92],shard:[19,20,21,22,23,24,26,49,50,75,80],share:[8,18,33,40,44,47,52,54,59,62,63,68,71,74,77,81],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[39,40,56,72],shell:[80,92],shift:92,shorten:8,shorter:92,should:[2,4,6,7,8,12,14,15,16,17,24,27,28,31,32,33,37,41,42,43,44,45,48,49,52,53,54,57,58,59,60,61,67,71,75,80,85,93],should_be_fals:15,should_be_tru:15,should_shuffl:2,show:[4,7,10,17,19,30,36,38,41,43,45,59,61,68,72,75,77,80,81,90,92,93],show_check_sparse_distribution_log:[76,77],show_layer_stat:[76,77],show_parameter_stats_period:[76,77,79,81,93],shown:[2,8,15,49,67,70,72,74,80,91,92,93],shrink:70,shuffl:[2,12],sid:80,side:[8,14,44,72,75,92],sig:80,sigint:75,sigmod:58,sigmod_op:58,sigmod_output:58,sigmoid:[8,17,51,58,59,70],sigmoidactiv:9,sign:[29,38,80],signal:75,signatur:80,signific:74,similar:[8,17,43,48,50,52,54,59,71,80,88,93],similarli:[8,12,71],simpl:[1,2,5,7,8,9,12,14,34,35,43,45,50,54,56,58,59,62,63,74,77,93],simple_attent:67,simple_gru:[67,93],simple_lstm:[8,93],simple_rnn:[8,67],simpler:44,simplest:80,simpli:[1,8,15,24,41,62,63,67,74,90,92],simplifi:[15,47,58,70,81],simultan:80,sinc:[8,9,19,23,25,26,37,43,48,49,51,53,54,59,61,63,72,74,80,88,91,93],sincer:69,singl:[2,7,9,12,19,31,49,50,51,52,56,63,70,75,81,92,93],sinlg:14,site:[18,80],situat:46,six:90,size:[2,7,8,9,12,14,19,21,22,24,31,33,38,43,47,48,49,51,57,58,59,61,67,70,71,72,77,85,86,91,92,93],size_a:8,size_b:8,size_t:[22,59,70],sizeof:[17,90],skip:[48,61,69,75,80,92],sliceproject:8,slide:[8,10,12,19],slightli:33,slope:8,slopeinterceptlay:8,slow:[2,74],slowli:68,small:[2,12,16,28,33,69,70,77],small_messag:[76,77],smaller:[8,16,19,31,69],smart:56,smartli:8,smooth:8,snap:81,snapdragon:31,snapshot:[20,26,80],snippet:[32,42,67,70,74,80,93],sock:27,sock_recv_buf_s:[76,77],sock_send_buf_s:[76,77],socket:77,softmax:[8,9,15,17,35,36,45,49,50,51,67,70,90,93],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:93,softmaxoutput:35,softwar:[31,63,74,88],solid:33,solut:88,solv:[15,49,52],some:[2,6,8,12,14,15,17,18,22,23,24,26,27,31,32,33,34,41,42,45,46,47,49,50,52,53,56,59,61,62,69,70,71,72,74,75,76,77,79,80,85,86,88,91,93],some_c_api_funct:40,some_inst:40,some_op:[37,41,59],some_python_class:39,somecppclass:39,somedata:14,somegotyp:39,someth:[2,8,22,47,68,69],sometim:[8,48,68,74],somewhat:24,somewher:56,soon:19,sophist:[61,70],sort:[8,12,59,77,80],sort_by_length:59,sourc:[8,12,16,18,30,33,38,40,48,52,61,63,67,73,75,80,81,90,93],source_dict_dim:67,source_language_word:67,space:[7,8,31,47,50,54,63,67,68,74],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,70,72,75,77,80,93],sparse_binary_vector:[2,12,93],sparse_binary_vector_sequ:12,sparse_float_vector:[2,12],sparse_float_vector_sequ:12,sparse_non_value_slot:12,sparse_remot:22,sparse_upd:[6,22],sparse_value_slot:12,sparseparam:70,sparseprefetchrowcpumatrix:70,spatial:8,speak:67,spec:[80,81],specfii:77,special:[8,24,31,37,42,49,62,71,90,93],specialvartypeinfer:37,specif:[1,14,18,19,30,52,56,68,71,79,85,93],specifi:[1,2,7,8,15,16,22,23,24,27,28,30,33,38,47,49,51,56,58,59,61,62,67,68,69,70,72,77,80,85,91,92,93],speech:8,speed:[9,31,38,43,63,88],spefici:92,sphinx:[39,62,63],sphinx_rtd_them:62,split:[2,8,26,36,52,59,75,79,80,90,92,93],split_count:[75,80],sql:1,sqrt:8,squar:[8,10,11,35,61],square_error_cost:61,squarerootnpool:8,srand:77,src:[18,75],src_backward:67,src_embed:67,src_forward:67,src_root:4,src_word_id:67,srl:12,ssd:8,ssh:[63,75,80,81,86],ssh_server:75,sshd:63,ssl:62,sstabl:15,stabil:[16,71],stabl:[55,80],stack:[52,59,61,80,93],stackexchang:8,stage:[18,25,33,60,75,85],stale:[19,51],stamp:74,standalon:85,standard:[6,52,54,68,90],stanford:[12,16,81],star:18,start:[8,9,14,18,19,22,23,24,26,27,44,49,61,63,67,68,74,77,84,90],start_mpi_train:75,start_pass:[76,77],start_po:8,start_pserv:77,startup:[19,27,80],stat:[62,74,77],state:[8,9,17,19,41,56,59,61,67,77,81,91],state_act:[8,9],statement:[34,70,80],static_cast:72,staticinput:[8,67],statist:[8,77,93],statset:74,statu:[27,74,80,81],status:81,std:[14,18,22,35,37,39,40,46,52,53,56,58,70,71,72,77],stdbuf:75,stderr:75,stdout:75,step:[4,8,9,11,16,17,19,24,33,34,43,44,47,49,50,52,58,59,63,67,69,70,74,75,80,81,85,86,88,93],step_id:59,step_input:59,step_net:17,step_output:59,step_scop:52,stepnet:[17,41,52,56],still:[23,26,49,53,72,92],stirng:47,stmt1482205552000:80,stmt1482205746000:80,stochast:[10,19,23,26,43,75],stop:[8,63,68,75,77,81],storag:[29,31,62,75,80,81],store:[7,8,12,14,16,17,18,22,35,37,38,44,45,47,49,51,52,53,54,56,59,70,71,72,75,77,80,81,86,90,92,93],str:[14,27,59,79],straight:[45,57],strategi:[2,11,19,47,50,77],street:8,strength:91,strict:[48,75],stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,12,14,17,23,30,35,38,45,46,47,51,52,53,56,57,58,60,70,71,77,80],strip:93,strongli:75,struct:[23,24,29,31,37,40,53,58],structur:[17,23,33,38,45,47,52,57,75,80,90,93],sts:80,stuff:69,stun:2,style:[2,8,52,58,62],sub:[7,8,12,15,26,33,41,44,47,49,67,70,85,93],sub_nest_seq:8,sub_sequ:[2,8],subclass:47,subcommand:30,subgradi:10,subgraph:[33,50],submiss:49,submit:[52,75,76,77,80],subnet0:80,subnet:[15,80],subobjectpath:81,subsequ:8,subsequenceinput:8,subset:70,substanti:92,succeed:[23,81],success:[8,24,80,81,92],successfulcr:81,successfulli:[71,92],successor:77,sudo:[62,68,80],suffer:16,suffic:[48,61],suffici:77,suffix:[27,75],suggest:[8,18,69,74],suit:88,suitabl:[57,77],sum:[8,10,17,20,37,47,67,70],sum_:8,summar:[33,93],sumopgradmak:53,sumpool:8,suppli:57,support:[6,7,8,10,11,12,16,17,19,26,27,32,33,38,43,44,46,48,49,50,52,53,54,57,62,63,67,68,70,71,72,74,75,77,80,85,86,88],suppos:[9,18,32,57,61,70,93],suppress:[8,30],sure:[68,70,80],surpass:8,svs:58,swagger:29,swap_channel:92,swig:[4,25,39,40,62,85],swig_paddl:[4,91],switchop:17,symbol:[8,17,35,40],symbols_ready_:17,symbolt:[17,52],symlink:69,sync:[19,43,54,77,91],syncflag:70,synchron:[19,23,75,77,80],syntax:48,synthect:61,synthes:91,synthet:61,sys:92,sysroot:85,system:[17,18,19,24,26,29,32,33,49,50,62,63,71,75,81,85,93],t2b:90,tab:[63,93],tabl:[2,7,8,17,37,38,57,60,92,93],tablelookup:57,tablelookupgrad:57,tablelookupop:57,tableproject:8,tag:[7,12,63,67,75],tagtyp:7,take:[2,4,7,8,9,14,15,17,18,19,26,28,31,33,34,36,37,43,45,46,47,52,53,59,67,68,69,70,71,74,75,80,81,91],taken:[2,35,59],talk:[24,86],tanh:[8,9,33,49,67,70],tanhactiv:9,tar:[14,62,80],tarbal:80,target:[8,12,14,17,18,33,35,42,46,49,51,52,67,71,85,86,90,93],target_dict_dim:67,target_dictionary_dim:8,target_language_embed:8,target_language_word:67,target_link_librari:18,targetinlink:8,task:[2,7,8,38,49,58,61,67,79,90,92],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tcp:[77,80],teach:93,tear:74,technic:19,techniqu:[67,70],technolog:68,tee:81,tell:[19,23,24,58,63,74,85],templat:[32,58,71,72,81,88],tempor:[8,93],temporari:[27,43,47,89],ten:68,tensor:[16,18,31,33,35,37,38,41,50,51,57,59,60,71],tensor_array_read:59,tensor_array_s:59,tensor_array_stack:59,tensor_array_unstack:59,tensor_array_writ:59,tensor_data:38,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorarraydesc:59,tensordesc:[38,57],tensorflow:[17,33,36,49,50,54,59,72],term:[8,9,19,53,54],termin:81,terminolog:61,tese:1,tessorarrai:59,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,35,40,43,48,51,55,62,63,72,73,74,75,76,90,92,93],test_:71,test_all_data_in_one_period:81,test_check_grad_ingore_i:71,test_check_grad_ingore_x:71,test_check_grad_norm:71,test_data_dir:75,test_fcgrad:70,test_gpuprofil:74,test_layergrad:70,test_list:[2,61,93],test_mul_op:71,test_norm:71,test_pass:[76,77,79],test_period:[76,77,79],test_recurrent_op:69,test_wait:[76,77],testa:15,testb:15,testbilinearfwdbwd:74,testcas:71,testconfig:70,testfcgrad:70,testfclay:70,testlayergrad:70,testmodel_list:76,testmulgradop:71,testmulop:71,testq:15,testresult:14,testsave_dir:76,testutil:70,text1:30,text:[1,2,7,9,12,15,38,41,63,80,90,93],text_conv:93,text_fil:12,tflop:74,tftp:88,tgz:[12,62],than:[2,4,6,7,8,9,19,27,32,33,47,52,54,59,62,63,67,68,70,75,80,85,88,92],thank:90,thei:[2,8,15,18,19,24,26,28,30,33,34,42,47,50,51,52,58,59,60,61,63,67,68,69,70,71,72,74,75,76,80,92],them:[1,2,7,8,9,15,16,18,19,22,27,28,32,37,48,50,52,53,56,57,58,59,60,61,63,68,69,71,74,76,77,80,92,93],themselv:18,theori:74,therefor:[43,62],therein:[8,17],therun:92,theta:33,theta_d:33,theta_g:33,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,31,32,33,34,35,41,42,43,44,45,47,48,49,50,51,52,53,54,57,58,59,61,62,63,67,68,69,70,71,72,74,75,77,79,80,81,85,86,88,90,91,92,93],thin:37,thing:[2,33,52,61,74],think:[15,18],third:[8,19,35,71,74,85,86,92],third_parti:[8,85,86],thirt:68,those:[17,18,19,32,34,35,36,45,85,92],though:[59,88],thought:[18,74],thread:[70,74,77,79],thread_local_rand_use_global_se:[76,77],threadid:79,threadloc:74,three:[2,7,8,16,19,34,42,44,45,48,61,77,85,91,92],threshold:[6,7,8,19,23,69,77],through:[4,8,18,19,23,25,42,43,51,67,70,71,74,75,90,91],throughout:[28,93],throughput:[74,75],thrust:52,thu:[2,8,26,35,61,70,80,89],tier:81,tight:62,time:[2,8,9,11,12,14,15,16,18,19,23,26,32,37,41,47,48,49,50,52,53,57,58,59,60,61,67,68,72,74,77,79,81,88,93],timelin:[8,52,74],timeo:80,timeout:[19,23],timeout_sec:12,timer:62,timestamp:[8,20],timestep:[2,8,56],tip:85,titl:12,tls:29,tmp:47,to_no_sequ:8,to_sequ:8,to_tar:14,todo:[7,12,17,19,23,26,58],toend:8,togeth:[2,8,9,12,14,59,67],token:[7,8,15,67,90],toler:[14,16,71],too:[12,16,49,59,63],took:88,tool:[63,67,68,80,85,86],toolchain:[62,85],toolkit:62,top:[7,14,41,71,92],top_k:7,top_level_rnn:41,toplevel:68,topolog:[15,19,35,38,44,49,51],topoloi:35,topolopi:14,torch:17,toronto:12,total:[14,19,48,50,74,75,81,88,90],total_pass:48,toward:61,trace:[17,33],track:[19,23,35,47],tractabl:8,tradit:[8,17,31],traffic:49,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,12,17,21,23,24,26,33,34,38,43,44,45,46,51,52,54,57,60,67,70,73,74,76,82,83,92],train_conf:90,train_config_dir:80,train_data:75,train_data_dir:75,train_id:80,train_list:[2,61,75,92,93],trainabl:[8,38,47],traindot_period:76,trainer:[2,4,15,20,21,22,23,25,43,44,49,50,52,61,70,77,79,91,93],trainer_config:[1,2,61,80,81,93],trainer_config_help:[2,61,70,93],trainer_count:[75,76,77,79,80,81],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[75,77,80],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:93,training_machin:91,trainingtest_period:76,trainonebatch:22,trainonedatabatch:91,tran:[70,77],trane:2,transact:[19,23],transfer:[1,2],transform:[8,9,52,67,70,72,91,93],transform_param_attr:9,transformed_st:9,translat:[8,9,61,90],transpar:75,transport:77,transpos:[8,70,91],transposedfullmatrixproject:8,travel:2,travers:34,travi:[62,69],treat:[8,17,24],treatment:[24,31],tree:[8,17,47,77,86],trg_embed:67,triain:1,tricki:39,trigger:[26,44],trim:8,trivial:[2,59],trn:93,true_block:[17,36,45],true_imag:48,true_label:48,true_read:48,truth:[7,8,93],tst:93,tune:[6,8,73,93],tuninglog_barrier_abstract:76,tupl:[2,8,9,12,14,47,48],ture:8,turn:[8,47,48,91],tutori:[63,67,70,71,74,75,80,81,82,83,89,92,93],twice:[33,50],twine:55,two:[1,2,7,8,9,15,24,25,26,27,30,31,33,34,37,38,43,45,48,49,51,52,53,54,56,57,58,59,60,61,63,67,71,72,74,75,79,80,85,86,90,91,92,93],txt:[2,18,27,30,70,75,80,93],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,29,30,31,37,38,39,40,41,45,46,47,48,52,53,54,57,58,60,61,63,67,68,70,72,75,77,79,80,81,92,93],type_nam:58,typedef:[24,39,40],typeid:58,typenam:[32,58,71,72],typic:[4,7,49,63,74],ubuntu:55,ubyt:48,uci:12,ufldl:8,uid:81,uint16_t:31,uint32:[29,38],uint64:[38,39],uint64_t:39,unawar:24,unbalanc:77,unbound:67,unclear:26,under:[18,23,50,61,62,63,72,75,80],underli:61,understand:[47,63,74,88,90],understand_senti:67,undeterminist:74,unidirect:8,unifi:[35,57,69],uniform:[6,8,12,21,33,47,48,77,91],uniform_random:47,uniqu:[15,17,19,26,27,47,56,71,75,77,80],unique_nam:47,unique_name_gener:47,unique_ptr:[53,56,70],unit:[8,9,18,43,54,61,62,63,67,72,73],unittest:[40,69,71],unittestcheckgrad_ep:76,unk:[57,60,90],unk_idx:93,unknown:8,unlik:[8,71],unnecessari:69,unordered_map:56,unpack:59,unrol:41,unseen:54,unseg:8,unsign:24,unstack:59,unstack_from:59,unsupervis:33,unsupport:71,until:[19,24,50,56,80],unzip:85,updat:[6,8,10,19,23,24,29,31,33,41,42,43,44,49,56,59,62,70,75,77,79],update_equ:14,update_hook:6,update_memori:17,update_op:42,updatecallback:70,updatestack:80,upgrad:89,upload:[19,27,29,55,75],upon:19,upper:8,upstream:69,uri:80,url:[12,69],usag:[1,2,7,8,9,14,31,36,44,61,71,74,75,90,91],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,28,33,35,37,41,42,44,47,49,50,51,56,57,58,59,60,61,62,63,64,67,68,69,70,71,74,75,77,79,80,81,85,86,90,91,92,93],use_eigen_bla:85,use_eigen_for_bla:85,use_etcd:14,use_global_stat:8,use_gpu:[75,76,77,79,81,91,92,93],use_mkldnn:8,use_old_updat:[22,76,77],use_seq:61,use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,31,33,35,41,43,44,47,48,49,51,52,54,56,58,59,61,64,67,68,70,71,72,74,76,77,79,80,85,86,90,92,93],useful:[1,2,8,9,16,31,56,67,70,79,85,93],usegpu:[70,91],user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,30,32,33,34,35,37,42,43,47,48,49,50,51,52,53,54,56,58,59,61,63,69,75,76,77,80,88,92,93],user_info:12,user_nam:21,usercert:21,userinfo:12,userkei:21,usernam:21,uses:[2,19,26,31,44,49,67,68,69,70,72,75,77,80,85,92,93],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,30,31,32,33,35,37,41,42,43,45,48,49,53,54,56,58,61,63,67,68,69,70,71,72,74,75,77,79,80,81,85,86,89,90,91,92,93],usr:[62,75,77,80],usrdict:90,usrmodel:90,usual:[8,14,27,45,54,61,62,69,71,74,77,79,80],utf:90,util:[4,62,67,70,71,74,88],uuid:[20,26],v28:8,v7a:85,v8a:85,valid:[8,48,52,56,71,80,92],valu:[2,4,6,7,8,11,12,14,16,17,19,35,36,38,41,42,43,44,45,47,49,51,52,56,57,58,59,60,61,67,70,71,77,79,80,85,91,92],value1:77,value2:77,value_:57,value_evalu:7,value_rang:12,valueerror:35,values_:59,vanilla:67,varabl:50,vardesc:[17,34,45,47,52,57],vardescbuild:17,vari:[74,80],variabl:[2,8,10,12,15,16,17,28,33,34,35,36,37,41,42,43,45,46,49,50,51,53,54,57,58,59,61,62,70,71,75,80,81,85],variablenamemap:71,varialbl:33,varianc:[8,92],variant:[8,37,59,63],varibl:35,varienc:59,varient:59,variou:[17,31,54,85],varproto:58,vars_:[17,56],vartyp:[57,60],vartypeinfer:37,vector:[2,8,9,12,15,17,22,24,35,36,41,47,52,53,57,59,67,70,72,90,93],vectorenable_parallel_vector:76,vendor:18,verb:12,verbos:[30,69],veri:[2,8,11,18,23,32,33,44,50,54,56,59,67,74,75,93],verifi:[17,70],versa:62,version:[8,9,18,27,30,31,33,35,36,38,55,62,63,68,70,74,75,76,77,80,81,85,86,90],versu:15,vertic:[8,92],vgg:9,via:[19,41,48,62,69,74,80,88,93],vice:62,view:[8,38],viriabl:75,virtual:[37,53,63,68],virtualenv:68,visibl:[26,56,63],visit:14,visual:[8,63,74],vlog:[22,69],voc_dim:93,volum:[63,81],volumemount:[80,81],volumn:80,vutbr:12,wai:[2,7,8,9,15,24,26,43,47,49,51,54,59,61,63,67,68,69,70,79],wait:[19,24,75,77],walk:[4,91],wangkuiyi:18,want:[2,8,15,27,33,43,46,48,51,54,56,59,61,62,63,68,69,70,75,77,79,85,86,90,92,93],warn:[14,30],warp:[8,74],warpctc:8,watch:19,wbia:[80,92],web:63,websit:93,weight:[7,8,9,10,38,54,67,70,77,79,92],weight_act:9,weightlist:70,weights_:70,weights_t:70,welcom:18,well:[27,32,33,49,51,54,57,63,70,77,80,93],were:[7,18],west:80,wether:8,wget:[62,85],what:[6,8,18,33,47,50,58,61,71,88,93],whatev:[68,75],wheel:62,when:[1,2,6,7,8,10,12,14,16,17,18,19,22,23,24,27,30,31,35,43,44,45,47,49,50,52,59,67,68,69,70,71,72,74,75,77,79,80,81,85,88,90,91],whenev:[47,69],where:[2,8,9,10,15,17,19,26,34,41,43,45,52,54,59,61,67,70,71,74,77,79,90,92],wherea:[17,23,32,36],whether:[7,8,14,16,17,48,57,59,70,71,77,91],which:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,21,23,24,26,27,28,31,32,33,35,37,38,41,42,44,45,46,47,48,49,50,51,52,53,56,57,58,59,61,67,68,69,70,71,72,74,75,77,79,80,85,88,91,92,93],whichev:91,while_loop:59,whileloop:59,whileop:17,whl:62,who:[32,34,47,69,90,92],whoever:24,whole:[2,7,12,33,36,39,40,41,46,58,69,75,80,81,88,93],whose:[2,8,12,16,19,26,41,52,53,58,59,67],why:[9,16,40,68],wide:[18,33,75],width:[7,8,12,22,39,48,70,71],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,43,63,68,85],wirt:35,wise:[8,50,52,72],wish:75,with_avx:[63,75,85],with_avxcompil:62,with_bia:58,with_c_api:[85,86],with_coveragecompil:62,with_doccompil:62,with_doubl:[70,75],with_doublecompil:62,with_dsocompil:62,with_gpu:[63,68,75,85],with_gpucompil:62,with_profil:74,with_profilercompil:62,with_python:[75,85],with_pythoncompil:62,with_rdma:[75,85],with_rdmacompil:62,with_style_check:69,with_style_checkcompil:62,with_swig_pi:85,with_swig_pycompil:62,with_test:[63,71],with_testingcompil:62,with_tim:[74,75],with_timercompil:62,within:[8,23,61],without:[7,8,19,24,47,48,50,52,71,75,85],wloop:59,wmt14:67,wmt_shrinked_data:12,woboq:63,won:[74,75,92],wonder:2,word2vec:[27,75],word:[2,7,8,12,34,37,41,50,52,58,59,67,75,79],word_dict:[75,93],word_dim:93,word_id:2,word_idx:12,word_vector:93,word_vector_dim:[8,67,90],words_freq_sort:12,work:[2,4,12,15,17,18,19,42,43,47,48,62,67,68,69,70,74,75,77,80,81,88,93],worker:[50,60,80],workercount:80,workflow:[52,63,80],workspac:[63,69,75,77],world:75,worri:61,wors:91,would:[14,17,18,19,26,32,33,34,42,43,44,47,48,50,57,59,63,68,69,80,85,88,91,93],wouldn:34,wrap:[32,33,88],wrapper:[9,18,32,43,49,53,59,74],write:[2,12,15,19,26,31,32,35,37,42,43,47,48,49,50,52,53,59,63,68,73,75,80],write_lock:20,writelin:61,writer:[15,47],written:[17,33,38,43,49,52,53,57,71,72,75],wrong:[2,48],wrote:[35,50],wsize:80,www:[8,12],x64:[62,85,86],x86_64:85,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,70,75],xgbe0:77,xgbe1:77,xmap_read:12,xrang:[16,33,48,61,70],xxx:[15,59,92],xxxx:20,xxxxxxxxx:80,xxxxxxxxxx:80,xxxxxxxxxxxxx:80,xxxxxxxxxxxxxxxxxxx:80,xzf:62,y_dim:33,y_neg:16,y_po:16,y_predict:61,yaml:[18,75,80,88],yancey1989:27,yann:12,yapf:69,yeild:14,yet:88,yield:[2,12,15,21,48,61,93],yin:8,you:[1,2,4,6,8,9,14,16,27,56,61,62,63,67,68,69,70,74,75,77,79,80,85,86,88,90,91,92,93],your:[2,8,14,15,18,22,27,30,52,62,63,68,69,70,74,75,79,80,85,86,88,93],your_access_key_id:80,your_secrete_access_kei:80,your_source_root:40,yourself:8,yum:62,yuyang18:12,z_dim:33,z_size:33,zero:[2,6,8,9,10,12,16,19,33,44,47,57,70,77,80,93],zhidao:90,zip:[12,47,85],zone:80,zxvf:80},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","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","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","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","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Optimizer Design","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design for TensorArray","Background","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","HOW TO","Tune GPU Performance","PaddlePaddle Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","&lt;no title&gt;","&lt;no title&gt;","PaddlePaddle Documentation","Build PaddlePaddle for Android","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":21,"\u4e0d\u4f7f\u7528":39,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":39,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":39,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":39,"\u4ec5\u4ec5\u4f7f\u7528void":39,"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":39,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":40,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":40,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":29,"\u5206\u652f\u89c4\u8303":55,"\u52a0\u901f\u6267\u884c":20,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":39,"\u52a8\u6001\u6269\u5bb9":20,"\u539f\u56e0":39,"\u539f\u56e0\u5217\u8868":39,"\u53c2\u8003\u6587\u6863":29,"\u540d\u8bcd\u89e3\u91ca":29,"\u57fa\u672c\u8981\u6c42":39,"\u5b9e\u73b0":39,"\u5b9e\u73b0\u65b9\u5f0f":40,"\u5bfc\u51fac":39,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":39,"\u63a8\u6d4b\u6267\u884c":20,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":21,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":29,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":21,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":21,"\u6587\u4ef6\u9884\u5904\u7406":21,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":40,"\u672f\u8bed":20,"\u67b6\u6784\u56fe":29,"\u6846\u67b6\u751f\u6210":29,"\u6982\u5ff5\u89e3\u91ca":21,"\u6a21\u5757":29,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":40,"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u751f\u6210sparse\u6587\u4ef6":29,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":29,"\u76ee\u5f55\u7ed3\u6784":40,"\u76ee\u6807":29,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u7b26\u53f7":39,"\u7c7b":39,"\u7f16\u8bd1\u9009\u9879":40,"\u7f29\u5bb9":20,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":39,"\u80cc\u666f":39,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":29,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":21,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":21,"\u8f6c\u6362\u5e93":21,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":39,"\u8fdb\u884c\u8bad\u7ec3":21,"abstract":[49,50,51,88],"book\u4e2d\u6240\u6709\u7ae0\u8282":55,"case":79,"class":[33,44,47,70,71],"filemanager\u8bbe\u8ba1\u6587\u6863":29,"function":[18,32,33,47,90],"new":[70,71],"paddle\u52a8\u6001\u5e93\u4e2d":39,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":39,"paddlepaddle\u53d1\u884c\u89c4\u8303":55,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":55,"return":48,"tensor\u5230eigentensor\u7684\u8f6c\u6362":72,AWS:80,Abs:5,DNS:80,EFS:80,For:[18,81],KMS:80,NOT:28,Not:68,The:[17,24,33,34,36,37,42,44,52,53,86],Use:[17,45,75,79,81],Using:[18,24,63,75,85],With:[27,63],about:33,access:80,account:80,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:80,address:80,addto:8,adversari:91,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,41,46,49,93],all:[56,59],analysi:49,android:85,api:[0,3,40,42,43,47,54,58,63],appendix:[88,93],applic:3,approach:74,architectur:[49,67,93],argument:[30,48,75,76,79,85,86,93],arrai:16,asset:80,associ:[56,80],assumpt:88,async:77,attent:67,attribut:[6,54],auc:7,auto:16,averag:43,avg:11,aws:80,backgraound:16,background:[50,51,59,60,61,71],backward:[34,52,71],base:[27,50],basepool:11,basic:88,batch:48,batch_norm:8,batch_siz:48,beam_search:8,benefit:[50,52],between:[15,47,52,58],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:17,bind:71,block:[17,33,34,45,47,52],block_expand:8,blockdesc:45,book:63,bootstrap:88,brelu:5,bring:88,bucket:80,build:[33,52,62,64,68,81,85,86],built:74,cach:2,can:56,capi:40,capi_priv:40,cento:62,challeng:[46,50],check:[8,16,70,75],checker:16,checkpoint:[19,20,26],chines:90,choos:[18,80],chunk:7,cifar:12,classif:7,classification_error:7,classification_error_print:7,client:24,clip:8,close:16,cloudform:80,cluster:[25,75,79,80,88],cmake:[18,86],code:[27,47,68,69],column_sum:7,command:[75,78,79,93],commit:81,common:77,commun:77,compar:88,comparis:47,compil:[17,31,45,52,71,85,86],compos:48,comput:[17,34,52,54,72],con:88,concat:8,concept:[47,52,80],conclus:[26,35,88],condit:33,config:[3,79],configur:[13,67,73,80,93],conll05:12,connect:8,construct:34,contain:[63,81],content:[40,74,80],context_project:8,contribut:69,control:52,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,49,50],convolut:93,core:[16,47,80],cos_sim:8,cost:8,cpu:[63,79],creat:[48,51,52,56,80,81],creation:[23,43,54],creator:48,credenti:80,crf:8,crf_decod:8,cross:[85,86],cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cudnnavg:11,cudnnmax:11,current:[31,53],custom:48,data:[8,12,19,48,49,61,80,81,90,91,93],datafeed:12,dataprovid:[2,3,77],dataset:[12,19,23,75],datatyp:12,decayedadagrad:10,decor:48,deep:17,defin:[71,80,93],definit:60,delet:80,demo:[33,80],dens:26,depend:[33,62],deploi:27,deriv:70,describ:42,descript:[30,52,77,91],design:[15,16,17,19,23,24,25,26,28,31,32,33,34,37,38,41,42,44,45,47,48,49,50,51,52,53,56,57,59],destroi:[56,80],detail:[22,77],detect:[7,8],detection_map:7,detection_output:8,develop:[52,63,68,73],devic:79,dictionari:[48,90],differ:[52,79],directori:80,discrimin:33,discuss:[33,50],dispatch:[19,23],distribut:[15,19,22,27,49,75,77,80],doc:[15,17,19,23,24,25,26,28,31,32,34,37,38,44,45,47,48,49,50,51,52,53,57],docker:[27,63,68,81,85],document:[63,84],doe:28,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:80,download:[62,80,81,90,92],dropout:8,dylib:40,dynam:[19,59],dynet:35,ec2:80,eigen:72,elast:80,elect:26,els:17,embed:[8,90,93],engin:33,enough:16,entri:48,environ:[27,85],eos:8,equat:70,eval:49,evalu:[7,61],event:[14,15],exampl:[15,18,36,40,51,90,91],execut:[17,45,52],executor:28,exp:5,expand:8,expandlevel:8,explain:16,extern:80,extract:[90,92],fabric:75,fault:19,featur:92,file:[17,80,81,93],find:80,first_seq:8,float16:31,format:[17,19,38,93],forward:[34,71],frame:17,framework:[16,72],from:[15,26,58,62,64,68],full_matrix_project:8,fulli:8,gan:[33,91],gate:67,gated_unit:8,gener:[33,67,68,88,91],get:[65,81],get_output:8,global:[45,47],gotcha:68,gpu:[63,74,77,79],gradient:[16,24,53,70],gradient_print:7,graident:16,graph:[34,35,50,52,54],group:[8,80],gru:[9,77],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:74,handler:[15,39],happen:26,hardwar:31,helper:47,hierarchi:17,high:[42,43,54,58],how:[16,22,43,48,52,71,72,73,74],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:80,ident:5,identity_project:8,ifels:36,ifelseop:17,imag:[8,9,27,63,81,85],imagenet:92,imdb:12,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,28,31,38,41,43,47,48,52,53,54,70,71,72,91],infer:[14,85,93],infershap:[45,57],infervartyp:37,info:92,ingredi:15,ingress:29,init_hook:2,initi:[24,33,79,80],input_typ:2,insid:56,inspect:80,instal:[62,64,80,85,86,88,93],instanc:80,integr:80,interact:58,interfac:[12,16,19,24,25,42,48,51,56,92],intermedi:52,interpol:8,introduc:59,introduct:[1,54,75,90,92],isn:48,job:[19,27,75,80,81],join:8,kei:80,kernel:52,kill:75,kmax_sequence_scor:8,kube:80,kubectl:80,kubernet:[27,75,80,81],lambda_cost:8,languag:17,larg:22,last_seq:8,launch:75,layer:[8,15,32,47,70,79],learn:17,learnabl:8,leval:58,level:[42,43,54,58],libpaddle_capi_shar:40,libpaddle_capi_whol:40,librari:[24,31,52,85],limit:49,line:[75,78,93],linear:[5,61],linear_comb:8,linux:[75,85],list:[20,48],local:[49,51,56,79,80],lodtensor:[41,59],lodtensordesc:60,log:[5,69,93],logic:23,logist:93,low:[43,54,58],lstm:[9,77],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:52,main:33,manag:[18,75],map:[48,52],master:[19,23,27],math:8,mathemat:16,matrix:77,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:33,memori:[8,41],messag:58,might:33,migrat:52,mileston:52,mini:48,minibatch:12,misc:8,mix:[8,79],mnist:[12,91],mobil:87,model:[2,3,13,15,22,24,26,33,38,61,63,66,67,75,79,90,91,92,93],modifi:81,modul:[52,72],momentum:10,more:33,motiv:[28,38,46],movielen:12,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:48,multiplex:8,mxnet:35,name:[56,80],nce:8,necess:47,necessari:52,need:[48,68,74],nest:41,network:[9,52,67,79,91,92,93],neural:[67,93],neuralnetwork:61,nlp:[9,77],non:2,norm:[8,54],note:16,numer:16,numpi:16,nvprof:74,nvvp:74,object:19,observ:[90,92],onli:[48,56,63],op_mak:52,openmpi:75,oper:[32,36,43,45,47,50,52,53,57,59,71],opinfomap:52,opkernel:[52,71],opproto:58,ops:54,optim:[10,19,24,34,42,47,73,93],option:[30,62,90],opwithkernel:52,order:30,origin:52,orthogon:56,outlin:76,output:[8,75,80],overview:[26,28,52,56,93],packag:18,pad:8,paddl:[22,48,56,72,81],paddlejob:27,paddlepaddl:[15,17,43,45,49,54,55,63,64,68,75,80,84,85,86,90],pair:80,parallel_nn:79,paramet:[6,8,14,15,19,24,25,27,43,44,47,50,54,75,77,78,80,90,92],parameteraverageoptim:43,paraphras:90,parent:56,part:34,partit:24,pass:79,path:[26,30],penalti:54,perform:[43,74,77],persist:23,pfsclient:[29,30],pfsserver:29,placement:49,platform:75,pnpair:7,point:80,pool:[8,11],pose:[37,53],power:8,precision_recal:7,predict:[4,92],prefetch:48,prelu:8,prepar:[61,75,80,90,91],preprocess:[90,93],pretrain:90,print:7,privat:80,pro:88,problem:[37,42,53,61],procedur:88,process:[19,24,27,42,52,68],profil:74,program:[17,45,47,75],programdesc:45,project:18,propos:[37,53,54],protobuf:57,protomak:71,provid:[2,48,93],prune:46,pserver:26,pydataprovider2:2,python:[4,16,27,41,42,43,47,48,49,54,58,60,63,70,71,92,93],qualiti:52,queue:[19,23],quick:93,randomnumb:77,rank:7,rank_cost:8,raspberri:86,reader:[12,15,48],realiz:52,recoveri:19,recurr:[8,9,67,93],recurrent_group:8,ref:16,refactor:52,refer:[2,49,50,74],region:80,regist:[37,52,58,71],registr:[52,53],registri:52,regress:[61,93],regular:[24,54],relat:[52,59],relu:5,remark:71,remot:[25,51],render:80,repeat:8,represent:[17,52],requir:[18,33,62],reshap:8,resiz:8,resnet:92,result:[75,81],retri:23,reus:47,review:69,revis:90,rmsprop:10,rnn:[41,59,66,67,77],rnnop:[17,41,52],rotat:8,route53:80,row:57,row_conv:8,row_l2_norm:8,run:[68,71,81],runtim:[27,49],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,41,52,56],script:81,secur:80,select:[24,57],selectedrow:57,selective_fc:8,sentiment:12,separ:52,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:67,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,50,75,77,80],servic:80,session:[49,51],set:78,setup:[62,80,85],sextant:88,sgd:77,share:[15,56],should:56,shuffl:48,sigmoid:5,simpl:[61,67],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:48,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:[37,46,53],some:68,sourc:[62,64,68],span:62,spars:[24,25,26,57,79],specifi:[79,90],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:17,standard:[69,93],stanh:5,start:[15,65,75,80,81,93],startup:81,step:41,storag:54,store:19,structur:91,style:69,sub_nested_seq:8,subcommond:30,submit:27,suffici:48,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:[38,93],support:[31,59],survei:[31,35,54,88],synopsi:30,system:80,tabl:40,table_project:8,take:48,tanh:5,task:[19,23],tear:80,tecton:88,templat:80,tensor:[8,52,72],tensorarrai:59,tensordesc:60,tensorflow:35,test:[68,69,70,71,77,79],text_conv_pool:9,theori:16,thi:56,think:33,three:59,timelin:26,timer:74,tip:74,todo:[20,21],togeth:56,toi:91,toler:19,tool:[18,74,75,88],toolchain:86,train:[14,15,19,22,25,27,42,48,49,61,63,75,77,79,80,81,90,91,93],trainer:[14,19,24,26,27,75,80],tran:8,trans_full_matrix_project:8,transfer:93,tune:[74,77],tutori:90,two:16,type:71,ubuntu:62,uci_h:12,uniform:59,unit:[68,69,70,71,77],updat:[15,25,26,80],usag:[41,48,63,72,73],use:[22,48,72],user:[19,90],util:7,value_print:7,vardesc:60,variabl:[47,52,56,60],vector:77,verifi:80,vgg_16_network:9,visual:92,volum:80,vpc:80,warp_ctc:8,what:[22,26,28,68,74],when:[26,56],why:[31,43,48,52,59,74],wmt14:12,word:[90,93],work:63,workflow:69,wrapper:70,write:[69,70,71,93],yaml:81,zoo:92}})