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/file_manager/README","design/file_manager/pfs/pfsclient","design/functions_operators_layers","design/graph","design/if_else_op","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/parameters_in_cpp","design/program","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactorization","design/releasing_process","design/scope","design/simple_op_design","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/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","survey/cluster_bootstrapping_tools","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/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/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/functions_operators_layers.md","design/graph.md","design/if_else_op.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/parameters_in_cpp.md","design/program.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactorization.md","design/releasing_process.md","design/scope.md","design/simple_op_design.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/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","survey/cluster_bootstrapping_tools.md","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":75,"00186201e":4,"00m":58,"01852v1":8,"03m":58,"0424m":58,"0473v3":9,"055ee37d":64,"05d":72,"0630u":58,"06u":58,"0810u":58,"08823112e":4,"0957m":58,"0ab":8,"0rc1":42,"0rc2":42,"0th":80,"10007_10":79,"10014_7":79,"100gb":58,"100gi":64,"10g":27,"10m":58,"1150u":58,"11\u5b9e\u73b0\u4e86c":34,"11e6":65,"12194102e":4,"124n":58,"13m":65,"1490u":58,"15501715e":4,"1550u":58,"15mb":75,"1636k":80,"16mb":75,"16u":58,"173m":73,"173n":58,"1770u":58,"18ad":64,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":65,"197u":58,"1gb":58,"1st":[70,73,79,80],"202mb":80,"210u":58,"211839e770f7b538e2d8":9,"215n":58,"228u":58,"234m":73,"2520u":58,"252kb":75,"25639710e":4,"25k":75,"2680u":58,"27787406e":4,"279n":58,"27m":58,"285m":58,"2863m":58,"28m":58,"28x28":2,"2977m":58,"2cbf7385":64,"2nd":[8,79,80],"302n":58,"30u":58,"32777140e":4,"328n":58,"32u":58,"32x32":[12,72],"331n":58,"3320u":58,"36540484e":4,"365e":64,"36u":58,"3710m":58,"3768m":58,"387u":58,"38u":58,"3920u":58,"39u":58,"3rd":[77,79,80],"4035m":58,"4090u":58,"4096mb":61,"4279m":58,"43630644e":4,"43u":58,"448a5b355b84":65,"4560u":58,"4563m":58,"45u":58,"4650u":58,"4726m":58,"473m":65,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":61,"4yf":8,"50bd":64,"50gi":64,"51111044e":4,"514u":58,"525n":58,"526u":58,"53018653e":4,"536u":58,"5460u":58,"5470u":58,"54u":58,"55g":80,"5690m":58,"573u":58,"578n":58,"5798m":58,"586u":58,"58s":65,"5969m":58,"5delta":8,"6080u":58,"6082v4":8,"6140u":58,"6305m":58,"639u":58,"655u":58,"6780u":58,"6810u":58,"682u":58,"6970u":58,"6ce9":64,"6node":59,"6th":80,"704u":58,"70634608e":4,"7090u":58,"72296313e":4,"72u":58,"73u":58,"75u":58,"760u":58,"767u":58,"783n":58,"784u":58,"78m":58,"7eamaa":12,"7kb":65,"8250u":58,"8300u":58,"830n":58,"849m":58,"85625684e":4,"861u":58,"864k":80,"8661m":58,"892m":58,"901n":58,"90u":58,"918u":58,"9247m":58,"924n":58,"9261m":58,"93137714e":4,"9330m":58,"94u":58,"9530m":58,"96644767e":4,"983m":58,"988u":58,"997u":58,"99982715e":4,"99m":73,"99u":58,"9f18":65,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":28,"\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":28,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":28,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":42,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":28,"\u4e0a\u4f20\u65b9\u6cd5":42,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":28,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":21,"\u4e0b\u8f7d":28,"\u4e0b\u8f7d\u5230\u672c\u5730":28,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":34,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":28,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":33,"\u4e0d\u4f7f\u7528c":33,"\u4e0d\u4f7f\u7528swig":33,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":33,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":33,"\u4e0d\u5728":34,"\u4e0d\u5bb9\u6613\u51fa\u9519":28,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":33,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":33,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":21,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":28,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":42,"\u4e0e\u53ef\u80fd\u6709\u7684":42,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":33,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":34,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":33,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":33,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":42,"\u4e2a\u6027\u5316\u63a8\u8350":42,"\u4e2d":[33,34],"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5b8c\u5168\u4e00\u81f4":33,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":34,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":21,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":28,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":34,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":28,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":34,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":33,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":34,"\u4e5f\u4e0d\u751f\u6210":34,"\u4e66\u5199":33,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec5\u4ec5\u4f7f\u7528":33,"\u4ece":42,"\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":34,"\u4ed6\u662f\u5c06":34,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":33,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":33,"\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":28,"\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":33,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":33,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f20\u5165":21,"\u4f46":34,"\u4f46\u4e0d\u66b4\u9732":34,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":42,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":42,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":34,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":33,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":33,"\u4f7f\u7528":[34,42],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u52a8\u6001\u5e93":33,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":34,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":34,"\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":33,"\u4f7f\u7528c":34,"\u4f7f\u7528c99\u505a\u63a5\u53e3":33,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":33,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":33,"\u4f7f\u7528regress":42,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":33,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":33,"\u4f7f\u7528void":33,"\u4f8b\u5982":[21,33,34,42],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":33,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":33,"\u4f8b\u5982\u5bf9\u4e8epython":33,"\u4f8b\u5982c":33,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":33,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":33,"\u4f8b\u5982python\u7684":33,"\u4f9d\u6b21\u7c7b\u63a8":42,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":33,"\u4fee\u590d\u6240\u6709bug\u540e":42,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":42,"\u4fee\u590dubuntu":42,"\u4fee\u6539\u6210":42,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":42,"\u505a\u63a5\u53e3":33,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":34,"\u5176\u4e2d":[33,42],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":34,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":42,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":34,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":34,"\u5177\u4f53\u8bf7\u53c2\u8003":34,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":33,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":33,"\u518d\u57fa\u4e8e":42,"\u5199\u4ee3\u7801":33,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u540d\u4e3a":34,"\u51fd\u6570\u547d\u540d":33,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u652f":42,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":42,"\u5206\u652f\u4e2d":42,"\u5206\u652f\u4e3a\u5f00\u53d1":42,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":42,"\u5206\u652f\u4e3a\u7a33\u5b9a":42,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":42,"\u5206\u652f\u5408\u5165":42,"\u5206\u652f\u5408\u5165master\u5206\u652f":42,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":42,"\u5206\u652f\u540d\u4e3a":42,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":42,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":42,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":42,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":42,"\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":34,"\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":28,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":42,"\u52a8\u6001\u5e93":33,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":34,"\u5305\u62ec":21,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u534f\u540c\u5b8c\u6210releas":42,"\u5355\u4e2a\u503c":21,"\u5355\u70b9\u6545\u969c":20,"\u5373":34,"\u5373\u4f7f\u7528":34,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5373\u4f7fc":34,"\u5373\u4f8b\u5982":34,"\u5373\u4fbfpaddl":34,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":34,"\u5373\u66b4\u9732":34,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":33,"\u53c2\u6570":33,"\u53c2\u8003":[28,33],"\u53cc\u5411\u9a8c\u8bc1":28,"\u53d1\u5e03\u5230dockerhub":42,"\u53d1\u5e03\u5230github":42,"\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":34,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":33,"\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":33,"\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":28,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":21,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":42,"\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":42,"\u540c\u65f6\u63d0\u8d77":42,"\u540d\u5b57\u4fee\u9970":33,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":42,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":33,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u548c":[21,33,34,42],"\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":33,"\u56fe\u50cf\u5206\u7c7b":42,"\u5728":[34,42],"\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":42,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":34,"\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":34,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":20,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":20,"\u5728\u672c\u6587\u6863\u4e2d":28,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":21,"\u5728\u6837\u4f8b\u4e2d":34,"\u5728\u7528\u6237\u4f7f\u7528c":34,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":42,"\u5728\u8fd9\u4e2a":42,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":33,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":42,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":34,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":34,"\u5728c":33,"\u5728c\u7684\u5934\u6587\u4ef6":33,"\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":34,"\u5747\u662f\u5728":34,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":28,"\u591a\u4e2a\u503c":21,"\u591a\u4e2aparamet":20,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":33,"\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":33,"\u5982\u679c\u5931\u8d25":42,"\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":42,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":34,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":34,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":34,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":33,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":42,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":33,"\u5982\u679cparamet":20,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b66\u4e60\u6210\u672c\u9ad8":33,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":34,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":28,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":21,"\u5b9e\u73b0\u7b80\u5355":33,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":33,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":33,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":33,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":33,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":34,"\u5bf9\u4e8e\u6bcf\u79cdc":34,"\u5bf9\u6bd4":33,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":34,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":42,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":34,"\u5c06":42,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u5927\u91cf\u7684":33,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":42,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":42,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":33,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e76\u4e14\u4f7f\u7528":34,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":33,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":28,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":28,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":33,"\u5e76\u5220\u9664":42,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":42,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5c06c":34,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":33,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":42,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":42,"\u5efa\u8bae":42,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":34,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":42,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":42,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":42,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":42,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":34,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":28,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":33,"\u5f97\u4f7f\u7528":33,"\u5fc5\u8981":34,"\u60c5\u611f\u5206\u6790":42,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":34,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":33,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":21,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":28,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":33,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":28,"\u6211\u4eec\u9009\u62e9":21,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":21,"\u6216\u8005":[33,34],"\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":28,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":34,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":34,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":34,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":33,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":34,"\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":[33,34],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":34,"\u63a5\u53e3\u662f":21,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":28,"\u63a7\u5236\u7528\u6237\u6743\u9650":21,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":28,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":28,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":28,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":21,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":28,"\u6570\u636e":28,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":33,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":28,"\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":33,"\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":28,"\u6587\u4ef6\u5185\u5bb9\u4e3a":33,"\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":28,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":42,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":42,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":28,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":33,"\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":28,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":33,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":34,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":33,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":34,"\u662f\u56e0\u4e3ac99\u652f\u6301":33,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":28,"\u662f\u6307":34,"\u662f\u7528\u6237\u4f7f\u7528c":34,"\u662fc":34,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":34,"\u6700\u540e\u5220\u9664":42,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":33,"\u6709\u6807\u51c6\u7684":33,"\u6709\u7684\u65f6\u5019":33,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":42,"\u672c\u6587\u6863\u63cf\u8ff0paddl":34,"\u673a\u5668\u7ffb\u8bd1":42,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u786e\u4fdd\u628a":33,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":33,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":34,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":42,"\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":33,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6bcf\u4e00\u4e2a":42,"\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":42,"\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":42,"\u6d6e\u70b9\u578b\u6570\u636e":21,"\u7136\u540e\u5728etcd\u7684":20,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":28,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":28,"\u7248\u672c\u5206\u652f":42,"\u7248\u672c\u53f7":42,"\u7248\u672c\u53f7rc":42,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":42,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":33,"\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":33,"\u751f\u6210\u6587\u6863":33,"\u751f\u6210\u7684":21,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210api\u6587\u6863":33,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":28,"\u7528":28,"\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":34,"\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":34,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":21,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":28,"\u7528\u6237\u901a\u8fc7c":34,"\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":33,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":28,"\u7531\u4e8epypi":42,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":28,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":33,"\u7684\u5934\u6587\u4ef6":33,"\u7684\u63a5\u53e3\u6837\u5f0f":33,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":33,"\u7684\u7f29\u5199":28,"\u7684\u89c4\u8303":33,"\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":33,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":28,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":33,"\u76ee\u5f55\u4e0b":34,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":33,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":34,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":33,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":33,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":33,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u7b2c\u4e00\u4e2atag\u4e3a":42,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":42,"\u7b2c\u4e8c\u4e2a\u4e3a":42,"\u7b49":34,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":34,"\u7b49\u6587\u4ef6":34,"\u7c7b\u4f3c":34,"\u7c7b\u540d\u548cc":33,"\u7c7b\u578b":33,"\u7ea2\u697c\u68a6":70,"\u7ed3\u8bba":33,"\u7edf\u4e00\u7528":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":33,"\u7f16\u8bd1\u578b\u8bed\u8a00":33,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":42,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":42,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":42,"\u7f16\u8bd1c":34,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":42,"\u7f16\u8bd1ubuntu\u7684deb\u5305":42,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":34,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":33,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":34,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":28,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":20,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":33,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":33,"\u800c\u5bf9\u4e8egolang":33,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":33,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":34,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":33,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":34,"\u826f\u597d\u7684\u6587\u6863":33,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":34,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":33,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":33,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba9paddle\u6838\u5fc3\u4e2d":34,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":42,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":42,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":42,"\u8bbe\u7f6e":34,"\u8bc6\u522b\u6570\u5b57":42,"\u8bcd\u5411\u91cf":42,"\u8be6\u7ec6\u8bbe\u8ba1":28,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":42,"\u8bf4\u660e":20,"\u8bf7\u53c2\u8003":34,"\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":42,"\u8fd8\u662f\u4ece":21,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":34,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":34,"\u8fd9\u4e09\u4e2a\u5206\u652f":42,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":34,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":34,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":34,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":33,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":33,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":34,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":34,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":34,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":34,"\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":33,"\u8fd9\u662f\u56e0\u4e3a":33,"\u8fd9\u6837":34,"\u8fd9\u6837\u4fdd\u8bc1":42,"\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":28,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":33,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":42,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":28,"\u901a\u5e38":34,"\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":34,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":28,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":42,"\u90a3\u4e48":34,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":33,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":28,"\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":33,"\u91cd\u547d\u540d\u6210":33,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":33,"\u9519\u8bef\u5904\u7406":33,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":33,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":33,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":34,"\u9700\u8981":21,"\u9700\u8981\u4fee\u6539build":42,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":28,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":34,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":42,"\u9700\u8981\u5f15\u7528":34,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":33,"\u9700\u8981\u6ce8\u610f\u7684\u662f":42,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":34,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":42,"\u9ed8\u8ba4256k":28,"\ufb01xed":80,"abstract":[43,55,61],"api\u4e2d\u4f7f\u7528":33,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":34,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":34,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":34,"api\u63a5\u53e3":28,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":34,"api\u65f6":34,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":34,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":34,"api\u66b4\u9732\u7684\u7c7b\u578b":34,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":34,"api\u7684\u5b9e\u4f8b":34,"api\u7684\u5b9e\u73b0\u7ec6\u8282":34,"api\u7684\u63a5\u53e3":34,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":34,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":34,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":34,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":42,"boolean":[8,29,32,33],"break":[18,75],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":42,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":42,"byte":28,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":33,"c\u6709\u6807\u51c6\u7684abi":33,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":33,"case":[8,22,32,34,38,39,41,46,48,52,55,56,58,62,64,69,71,75],"char":[24,77],"class":[4,5,6,7,8,9,10,11,12,14,15,17,30,31,33,39,41,43,44,60,72,79],"const":[17,22,24,36,43,44,55,56],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":34,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":34,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":34,"core\u6982\u5ff5":34,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"deb\u5305":42,"deb\u5305\u7f16\u8bd1\u95ee\u9898":42,"default":[2,6,7,8,9,11,12,14,15,17,18,32,35,43,44,45,48,53,56,59,61,63,64,65,69,75,77,79,80],"enum":[22,24,44,45],"export":[47,72],"final":[8,9,16,35,46,47,54,55,56,79],"float":[2,6,7,8,10,12,44,46,55,56,58,63,70,73],"function":[2,4,8,9,10,12,15,17,19,23,24,25,27,31,35,36,37,38,39,40,41,43,44,46,52,55,56,58,59,61,69,71,72,75,78,79,80],"golang\u53ef\u4ee5\u4f7f\u7528":33,"golang\u7684":33,"h\u5e76\u4e0d\u56f0\u96be":33,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"import":[2,4,7,8,15,17,18,32,35,40,43,45,46,52,56,58,64,70,71,72,73,75,79,80],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":28,"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":[2,6,7,8,9,12,17,22,23,24,27,33,34,37,38,44,55,63,75,78],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":33,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":42,"long":[1,8,9,12,48,58,78,79],"model\u505a\u5206\u652f\u7ba1\u7406":42,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,38,39,41,44,53,54,57,64,65,69,71,75,78,79],"note\u7684\u4e66\u5199":42,"null":[8,55,61],"org\u76ee\u524d\u9075\u5faa":42,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":33,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":33,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":33,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":33,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":34,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":33,"paddle\u7684c":34,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":34,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":33,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":34,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":33,"paddle_\u7c7b\u578b\u540d":34,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":34,"paddlepaddle\u4f7f\u7528git":42,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":42,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":42,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":42,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":42,"patch\u53f7":42,"patch\u53f7\u52a0\u4e00":42,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":28,"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":28,"pfsserver\u63d0\u4f9brest":28,"public":[12,17,30,43,44,55,56,59,64,65,79],"py\u4e2d":42,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":42,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"release\u9875\u9762":42,"return":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,30,32,35,39,43,44,45,46,52,55,56,64,71,73,75,76,77,80],"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":[8,9,43,46,56,77,78,79],"static":[14,24,34,43,44,64,69],"super":55,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":33,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":33,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":33,"swig\u76f4\u63a5\u8bfb\u53d6c":33,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":33,"switch":[17,34,64,79],"tag\u4e3a":42,"throw":64,"true":[2,6,7,8,9,11,12,14,15,17,22,32,38,44,46,52,55,61,63,64,73,77,78,79,80],"try":[10,18,19,22,23,24,38,43,53,58,71],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":34,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":42,"var":[17,30,31,32,37,41,45],"void":[17,22,24,30,33,34,37,44,55,56],"wheel\u5305":42,"while":[1,2,6,12,17,26,36,38,43,48,52,56,61,71,75,79,80],AGE:[64,65],AND:77,ARE:77,AWS:[21,57,66,67],Age:76,And:[2,7,8,10,12,14,16,22,26,27,38,39,43,52,63,64,65,70,73,77,79,80],But:[2,8,9,12,16,30,43,69],EOS:8,For:[1,2,7,8,10,12,14,15,17,23,24,25,27,30,31,35,36,38,39,44,46,47,48,52,54,55,56,58,59,60,61,63,69,70,72,73,75,79,80],Going:79,Has:2,IDE:53,IDs:[12,26,75],IRs:39,Ids:75,Into:64,Its:[2,32,52,56,64,77],K8s:69,NMS:8,NOT:56,Not:[15,19,41,59,69],ONE:2,OPs:[39,40],One:[7,9,14,16,26,43,52,55,61,71,75,79,80],Ops:[41,44,56],PFS:28,QoS:65,THE:2,TLS:[15,28,64],That:[8,12,38,48,61,63],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,29,34,35,37,38,39,40,43,44,45,46,47,48,49,52,53,54,55,56,58,59,61,63,64,65,70,71,72,73,75,76,77,78,79,80],Their:[2,8,19],Then:[4,8,30,45,47,48,52,54,55,58,64,65,70,72,77,78,79],There:[7,8,12,14,15,17,18,19,24,26,27,29,35,36,43,45,46,48,56,58,64,71,72,73,74,75,77,80],These:[7,17,31,37,44,59,63,72,78],USE:77,USING:77,Use:[2,7,12,15,29,38,41,48,55,58,61,62,64,77],Used:[9,41],Useful:2,Using:[19,41,43,53,65,79],VMs:53,VPS:64,WITH:54,Will:[12,14],With:[2,8,9,37,46,71,78],YES:27,Yes:[48,53],___fc_layer_0__:64,__doc__:44,__file__:27,__gradient_machines__:14,__impl__:44,__init__:[45,55],__main__:73,__meta__:77,__metaclass__:56,__name__:73,__param_conf__:14,__rnn_step__:52,__tmp_params__:14,_binari:18,_block:45,_error:71,_librari:18,_link:9,_name:45,_op:56,_proj:8,_res2_1_branch1_bn:73,_source_language_embed:[52,70],_target_language_embed:[52,70],_test:18,_var:45,_var_desc:45,a_op:56,aaaaa:21,aaaaaaaaaaaaa:64,abc:8,abl:[8,15,39,41,45,69,71,79],about:[4,8,9,17,18,27,29,35,39,43,44,46,56,58,60,61,64,78,79,80],abov:[2,4,7,8,15,17,18,19,23,30,31,35,37,39,44,46,48,53,54,56,58,64,65,69,71,73,75,78],abs:[8,9,16,71],abs_numerical_grad:16,absolut:[1,59],academ:76,acceler:[20,63],accept:[2,4,6,8,12,15,38,41,75,78],acceptor:78,access:[1,8,9,15,18,23,26,27,37,39,52,80],accessmod:64,accident:76,accomplish:48,accord:[1,2,7,8,16,24,31,39,40,41,45,56,59,60,61,63],accordingli:[4,7,8,55],accordingto:78,account:[41,69],accrodingli:22,accumul:[19,24],accur:[16,26],accuraci:[7,55,75,76,79],achiev:[58,72],ack:61,acl:79,aclimdb:79,across:[8,12,35],act:[8,9,17,39,46,52,75],act_output:44,act_typ:75,action:[64,76],activ:[4,9,13,18,39,44,46,47,52,55,61,75,79],activi:9,actual:[2,22,44,46],adadelta:75,adagrad:75,adam:[15,24,75,79,80],adamax:75,adamoptim:[70,75,79,80],adapt:[7,10,14,46,79,80],add:[2,8,9,12,14,16,17,18,22,26,30,32,39,40,41,43,45,46,47,53,54,55,56,58,63,75,77],add_depend:18,add_execut:18,add_input:[35,55],add_memori:[17,35],add_output:35,add_test:[18,55],add_to:8,add_two:[17,35],add_unittest_without_exec:55,add_var:45,addattr:[44,56],addbia:55,addcom:[44,56],added:[2,7,14,17,40,54,55,56],adding:73,addinitialoper:45,addinput:[44,56],addit:[8,9,48,56,75],addop:30,addoutput:56,addr:19,address:[19,24,39,48,58,61,69],addrow:55,addtion:59,addtolay:8,addtyp:44,adject:79,adjust:46,admin:[69,76],administr:[26,53,69],adopt:78,advanc:[16,52,58,61],advantag:[16,79],adventur:76,adverb:79,adversari:38,advic:58,affect:[8,17],afford:23,afi:2,aforement:[18,59],after:[8,9,12,17,18,23,24,26,29,36,39,40,47,48,52,54,55,56,59,61,63,64,65,71,72,73,75,77,78,79,80],again:[15,19,58],against:64,age:[12,77],agg_level:8,aggreg:64,ago:18,aid:58,aim:[79,80],aircraft:80,airplan:72,aistat:8,alex:[8,79],alexnet_pass1:63,alexnet_pass2:63,algorithm:[8,10,23,46,52,70,72,79,80],alia:[5,6,8],align:[8,9,12,80],all:[2,6,7,8,10,14,15,17,18,19,22,24,26,27,29,31,34,35,37,39,41,44,46,48,52,53,54,55,58,59,60,61,63,64,65,69,70,71,73,75,76,77,78,79,80],alloc:[6,24,27,55,63],allow:[15,24,39,48,54,55,58,61,64,75],allow_only_one_model_on_one_gpu:[60,61,63],almost:[46,53,59,70],along:79,alpha:18,alreadi:[18,19,39,40,43,48,58,59,61,64,65,79],alreali:[60,80],also:[1,2,8,9,12,15,17,18,22,25,30,31,36,38,43,44,47,48,52,53,55,56,58,59,65,69,71,72,73,75,78,79],altern:56,although:46,altogeth:69,alwai:[4,8,9,14,18,38,45,46,61,64,80],amaz:72,amazon:[64,65,75,79],amazonaw:64,amazonec2fullaccess:64,amazonelasticfilesystemfullaccess:64,amazonroute53domainsfullaccess:64,amazonroute53fullaccess:64,amazons3fullaccess:64,amazonvpcfullaccess:64,ambigu:[38,78],amd64:[47,64],american:72,among:[64,79],amount:[58,79],analysi:[46,58,74,78],analyz:[75,79],ancestor:37,andd:64,ani:[1,2,8,9,12,15,18,19,24,26,27,38,39,40,53,56,58,64,75,77,80],anim:76,annot:78,annual:78,anoth:[2,8,14,15,17,27,43,44,48,53,61,64,78,79],ans:64,answer:[46,64,78],anyth:[12,38,54,64,78],api:[12,14,15,18,24,25,27,28,30,35,36,41,42,45,47,55,56,58,64,68,69,71,75,77,79],api_shar:18,api_test:18,api_trainer_config_helpers_data_sourc:77,api_trainer_config_helpers_lay:52,api_trainer_config_helpers_layers_context_project:77,api_trainer_config_helpers_layers_cos_sim:77,api_trainer_config_helpers_layers_data_lay:77,api_trainer_config_helpers_layers_embedding_lay:77,api_trainer_config_helpers_layers_fc_lay:77,api_trainer_config_helpers_layers_pooling_lay:77,apiserv:64,apivers:[64,65],apo:80,appar:80,appear:[31,78],append:[2,14,38,52,55,59],append_gradient_machin:14,appleclang:47,appleyard:58,appli:[8,31,43,52,55,72,75],applic:[31,41,48,56,58,64,65,69,79],applicaton:41,applyl1:22,appoint:56,appreci:[54,79],approach:[8,36,39,40,69],apt:[47,72],arbitrari:[8,39],architectur:[70,78,79,80],architecur:79,archiv:[12,33,34],arg:[2,7,9,44,46,56,60,71,72,73,75,78,79],arg_nam:8,argu:78,argument:[2,4,8,12,17,22,23,36,52,55,61,62,70,71,72,73,77,78,79,80],argv:73,arn:64,around:[2,8,26,64,69],arrai:[4,6,8,12,14,24,31,38,41,46,56,73],art:[46,78],articl:[31,53,54,59,65],artifact:64,artifici:71,artist:76,arxiv:[8,9,71,79],as_row_vector:8,ask:[19,26,53],aspect:79,assign:[7,8,23,37,61,64,69],associ:[36,78,79,80],assum:[7,8,17,39,52,63,70],assur:1,astyp:[38,56,71],asyc:19,async:[19,60],async_count:61,async_lagged_grad_discard_ratio:61,async_lagged_ratio_default:[60,61],async_lagged_ratio_min:[60,61],asynchron:[19,61],atla:47,atlas_root:47,attenion:9,attent:[8,9,48,80],attitud:79,attr1:8,attr2:8,attr:[6,8,9,17,37,44,52,56],attr_map:44,attrdesc:37,attribut:[2,8,9,13,17,37,40,41,43,44,55,56,70,78],attributemap:56,attrproto:44,attrtyp:[37,44,56],attrvalu:44,auc:60,aucvalidationlay:61,authent:64,author:[28,64,73],authorized_kei:59,auto:[17,22,33,41,43,55,56,58,74,77],autom:[64,80],automak:47,automat:[8,15,24,30,39,40,41,44,47,48,52,54,55,56,59,60,61,64,77,78,80],automaticli:8,automobil:72,avail:[19,24,40,47,64,69],averag:[7,8,11,23,61,73,75,77,78,79,80],average_test_period:[60,61,78],average_window:79,averagepool:8,avg:[58,75],avgcost:[75,77,79,80],avgpool:[8,75],avoid:[16,17,19,36,58],avx:[47,48,54],await:65,awar:[15,35,48,53,64],aws:28,aws_account_id:64,awsaccountid:64,awskeymanagementservicepowerus:64,aync:40,b2t:70,b363:65,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:65,ba5f:64,back:[2,14,19,39,48,56],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,36,52,55,61,63],backward_first:52,backward_op:16,backwardactiv:55,bag:[75,79],baidu:[46,65,70],baik:70,bake:39,balanc:[40,61,64,71],balasubramanyan:79,bank:78,bare:[65,69],barrier:61,barrierstatset:58,base:[7,8,11,12,15,23,37,39,46,52,53,55,56,58,59,61,64,70,71,75,77,79,80],baseactiv:9,baseev:14,basematrix:55,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[48,53,54,64,65],bashrc:47,basic:[2,8,14,37,41,48,54,55,75,76,79],batch:[2,8,9,10,12,14,15,17,19,21,22,35,55,59,61,64,65,71,72,73,75,77,78,79,80],batch_0:73,batch_id:14,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,38],batch_siz:[2,12,46,59,70,71,72,75,77,79,80],batchsiz:[8,55],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:42,beam:[8,52,61,78,80],beam_gen:[8,52],beam_search:[14,52],beam_siz:[8,52,60,61,63],beamsiz:80,becaus:[4,7,8,12,15,17,18,19,24,36,38,39,43,45,52,53,55,63,64,72,75,78],becom:[40,43,58],been:[2,18,23,47,53,72,75,78,79,80],befor:[4,8,9,19,26,29,31,36,38,48,54,56,59,64,69,72,79,80],begin:[4,7,8,22,24,29,31,55],beginiter:[14,15],beginn:52,beginpass:[14,15],begintrain:15,behavior:58,being:[26,38,71],belong:[8,39,43,80],below:[2,8,17,19,24,36,38,39,40,45,52,55,58,59,64,71,72,75,77],benefit:[9,26,27],bengio:8,bertolami:79,besid:[1,8,12,39,80],best:[8,18,47,48,53,61,75,77,79,80],best_model_path:78,besteffort:65,beta1:10,beta2:10,beta:73,better:[8,9,18,46,59,64,69,71,77],between:[7,8,10,14,18,19,24,34,36,40,41,43,46,56,64,71,75,76,79,80],bgr:73,bi_gru:9,bi_lstm:9,bia:[8,9,10,52,55,73],bias:[8,55],bias_attr:[8,9,46,52],bias_param_attr:9,biases_:55,biasparameter_:55,biassiz:55,bidi:65,bidirect:[8,9,52,78,80],bidirectional_lstm_net:79,big:[40,58,69],bigger:19,biggest:79,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:58,bin:[47,48,59,64,65,77],binari:[2,7,8,12,18,27,39,53,58,64,70,75,79],bind:[30,43],bird:72,bison:47,bit:75,bitext:80,bla:47,blank:[8,64],bloack:32,block:[8,20,22,24,32,35,37,39,40,45,46,55,56,58,61,73,79],block_i:8,block_x:8,blockdesc:[17,31,37,41],blog:79,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:79,book:[12,41,52],bool:[2,6,7,8,9,11,12,14,17,44,45,55,61,63,75,79],boot:[8,52,69],boot_bia:8,boot_bias_active_typ:8,boot_lay:52,boot_with_const_id:8,bootstrap:47,bootstrapp:69,bos_id:[8,52],both:[5,6,8,9,15,17,18,19,26,39,40,45,48,52,55,56,58,64,71,73,75],bottleneck:[58,73],bottom:[14,79],bound:8,boundari:39,boundri:7,bow:[75,79],box:[8,58],brace:[17,31],brain:26,branch:[8,15,17,18,32,39,42,56],breadth:[61,80],brendan:79,brew:47,brief:[18,24],briefli:58,broadcast:[19,41,69],broken:54,brought:54,brows:48,browser:[48,64],bryan:79,bsd:53,bucket_nam:64,buf:22,buf_siz:12,buffer:[2,12,22,38,43,61],buffer_s:12,buffered_read:38,bug:[54,64],bui:79,build:[8,12,18,27,31,39,42,44,46,48,50,56,57,61,64,66,67,70,72,73,75,77,79,80],build_dict:12,built:[18,39,44,47,48,53,69,71,78],bunch:[58,75],bunk:79,button:[54,64],c11:33,c703c041:54,c99:34,c99e:64,cach:[39,75,78],cache_pass_in_mem:[2,75,78],cachetyp:[2,75,78],cacul:9,caff:17,caffe2:17,calc_batch_s:[2,78],calcul:[2,7,8,9,10,16,19,24,52,55,58,61,63,71,77],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,31,35,37,39,41,43,44,46,48,52,53,54,55,56,58,61,64,72,73,75,79,80],callabl:[2,6,8,12],callback:55,caller:[16,64],caltech:72,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,30,31,32,35,37,38,39,40,41,44,45,46,47,48,52,53,54,55,56,58,59,60,61,63,64,65,69,70,71,72,73,75,77,78,79,80],can_over_batch_s:[2,78],cancel:[26,54],candid:8,cannot:[41,43,55,56],caoi:80,capabl:[36,47,79],capac:64,capi:33,capi_prvi:34,caption:[46,80],captur:[46,59],card:59,care:[9,27,38,60,61,69,76],carefulli:[59,61,73],caret:14,cast_to_op_attr:44,cat:[48,72,73,79],categor:78,categori:[8,12,19,75,79],categorig:12,categoryfil:65,caus:[19,29,56],caution:[64,65],cc_:18,cc_binari:18,cc_test:18,ccb2_pc30:80,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,79],center:2,cento:69,ceph:[21,65],cephf:[21,27,28],certain:[1,43,60,78],certif:[15,28,64],cffi:33,cfg:65,cgo:33,chain:[12,31,55],challeng:[8,19],chanc:[15,55,75],chang:[8,12,18,23,27,36,37,38,43,46,48,52,54,55,56,58,61,64,75,79],channel:[8,9,58,59,73],channl:[59,73],chapter:35,chapter_data:35,chapter_out:35,charact:[75,77],character:46,characterist:[63,72],check:[2,12,17,18,41,46,47,48,54,56,61,63,64,76],check_align:12,check_attr:44,check_eq:55,check_fail_continu:2,check_grad:[16,56],check_l:55,check_sparse_distribution_batch:[60,61],check_sparse_distribution_in_pserv:[60,61],check_sparse_distribution_ratio:[60,61],check_sparse_distribution_unbalance_degre:[60,61],checker:41,checkgrad:61,checkgrad_ep:61,checkmark:69,checkout:54,checkpoint:40,checksum:28,child:17,children:76,china:48,chines:74,chmod:[47,64],choic:[18,48,76],choos:[53,61,75,77],chosen:[1,76,80],chunk:[23,28,71,78],chunk_schem:7,chunktyp:7,cifar:[71,72],cifar_vgg_model:72,circl:31,claim:64,claimnam:64,clang:[33,47,48,54],clarifi:7,class1:79,class2:79,class_dim:79,classfic:[73,79],classfiic:72,classic:[8,46],classif:[2,4,8,31,63,73,74,75,79,80],classifc:79,classifi:[8,71,72,73,75,79],classification_cost:[39,72,75],classification_error_evalu:[7,71,75,79,80],classification_evalu:7,claster:64,clean:[4,17,18,36,41,53,54,77],clear:[7,18,36,43],clearer:36,clearli:43,cleric:76,cli:64,click:[54,58,64],client:[22,25,41],clip:[6,9,61,75,79],clock:8,clone:[8,47,48,53],close:[2,38,54],closer:46,cloud:[18,19,27,28,29,41,69],cloud_read:12,cls:75,cludform:64,cluster:[12,14,15,17,19,24,39,60,61,65,75,80],cluster_train:59,cm469:64,cmake3:47,cmake:[34,47,53,55,56,58],cmakelist:[18,55],cmatrix:[33,34],cmd:65,cna:8,cname:64,cnn:[8,65,73,75],coars:30,code:[2,4,8,12,15,18,26,30,31,36,38,39,40,41,44,45,46,47,48,49,52,55,56,57,58,59,64,65,71,75,76],codebas:41,coeff:8,coeffici:8,collabor:19,collect:[8,12,14,46,76],collectbia:55,colleg:76,color:[72,73],colour:12,column:[7,8,31,38,55,70,80],column_evalu:7,colunm:80,com:[8,9,12,18,47,48,53,54,64,65,69,73],combin:[7,8,9,12,14,43,71,77,79],come:79,comedi:76,comma:[14,24,61,70],command:[1,4,18,22,27,29,46,47,48,53,54,55,56,57,58,59,64,65,66,67,70,71,72,73,77,78,79],commandlin:[58,79],commenc:75,comment:[10,18,44,54,56,75,79],commit:18,commnun:59,common:[21,52,55,60],common_util:59,commonli:[29,52,58,63],commun:[19,24,25,39,40,55,59,64],compani:79,compar:[16,18,41,53,55,56,71,75],compare_grad:56,comparison:18,compat:[2,30],compelet:41,compet:79,competit:71,compil:[8,18,37,39,44,45,47,48,53,54,55],complaint:18,complet:[4,8,9,10,12,14,17,19,23,24,28,31,41,55,56,64,65,69,75],complex:[1,2,9,26,38,41,52,58,75],complic:[8,30,39],compon:[39,55],compos:[12,15,30,35,41,71,78],composenotalign:12,composit:30,compress:23,compromis:53,comput:[8,9,15,16,19,39,40,43,45,46,47,48,52,53,55,56,58,63,64,75,77,78,79],computaiton:41,computation:[8,52],conat:8,concat:[52,80],concaten:[9,35],concentr:41,concept:[2,7,15,30,35,36,43,45,48,52],concern:15,conclud:56,concret:56,concurr:[19,26,40],concurrentremoteparameterupdat:61,cond:[17,32],condit:[8,23,39,52,59,65,80],conduct:58,conf:[4,8,59,70,71,73,80],conf_paddle_gradient_num:64,conf_paddle_n:64,conf_paddle_port:64,conf_paddle_ports_num:64,conf_paddle_ports_num_spars:64,confid:[8,79],confidence_threshold:8,config:[2,6,8,21,29,46,55,59,60,61,64,65,69,70,71,72,73,75,79,80],config_:[22,61],config_arg:[60,61,63,73,75,78,79],config_bas:[7,8,14],config_fil:78,config_gener:[59,77],config_lay:55,config_len:24,config_pars:[4,55],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,40,46,51,53,55,56,58,61,69,70,72,73,79,80],confirm:29,conflict:[43,54],confront:80,congest:61,conll05st:78,conll:[12,78],connect:[1,9,27,39,40,46,55,64,65,69,71,72,73,75,77,79],connectionist:[8,79],connor:79,consequ:[8,9],consid:[7,8,10,47,48,53,58,63,69,72],consider:[2,9],consist:[7,8,12,23,38,44,56,72,73,75,78,80],consol:[58,64],consolid:17,const_cast:56,constant:[55,56],constraint:[39,43],construct:[2,4,7,15,35,41,43,44,45,52],constructbackwardgraph:31,constructoptimizationgraph:31,constructor:[41,43,44,55,56],consum:[19,79],contact:26,contain:[2,7,8,9,11,12,14,15,17,23,36,41,43,44,49,52,53,54,56,59,64,72,73,75,76,79,80],containerport:64,contemporan:79,content:[24,29,65,78,79],content_len:24,context:[8,9,12,43,52,56,70,75,77,78,79,80],context_attr:9,context_len:[8,9,75],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,75],contibut:54,contin:64,continu:[2,7,19,61],contrast:[8,80],contribut:[49,53,57,79],contributor:41,control:[6,17,48,54,61,64,65,69,80],conv:9,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:[15,44,59],convent:[24,56],converg:[59,71,79],convers:39,convert:[2,4,12,21,38,70,72,73,75,77],convlay:8,convolut:[8,9,12,71,73,77],convoper:8,convtran:8,convtranslay:8,cool:[2,54],coordin:[19,24],copi:[14,15,23,26,29,31,35,48,54,64,71,77],copy_shared_paramet:71,copytonumpymat:71,core:[2,6,34,36,53,61,80],coreo:[64,69],corespond:78,corner:41,corpora:80,corpu:[12,78],correct:[2,8,16,55,56,64],correctli:[7,12,55,71],correl:[46,72,79],correspoind:15,correspond:[2,4,15,17,18,35,41,44,46,54,55,56,72,76,78,79,80],corss_entropi:15,cos:[8,44],cosin:[8,44,77],cosineop:44,cosineopproto:44,cosineopprotomak:44,cost:[4,10,14,15,31,37,39,46,61,71,75,77,79,80],cost_id:8,cost_val:39,could:[2,4,8,12,14,15,16,23,35,36,37,38,39,40,41,48,53,58,59,64,75,77],count:[7,19,27,38,58,61,63,65,70,77,78,79,80],counter:[19,23,31],coupl:46,cours:[7,27,53],coverag:47,coveral:47,coveralls_uploadpackag:47,cpickl:73,cpp:[16,22,30,33,34,36,40,45,54,55,58,75,77,80],cpu:[1,2,6,8,16,27,36,39,41,42,47,53,56,58,61,65,71,78,79,80],cpuinfo:48,cpuplac:56,cpusparsematrix:34,craftsman:76,crash:[19,58,59,61],crazi:59,creat:[4,6,8,12,14,15,16,17,19,24,28,29,30,31,35,36,45,46,47,48,53,55,56,59,61,69,70,71,72,80],create_bias_paramet:55,create_doc_str:44,create_ifelseop:[17,32],create_input_paramet:55,create_op:56,create_oper:30,create_python_ops_creatation_funct:44,create_rnn:17,create_rnn_op:35,createargu:71,createfromconfigproto:[4,71],createop:44,createoper:17,createstack:64,createvar:45,createvari:17,creation:[30,64],creationd:64,creator:[12,21,41],credenti:29,credit:71,crf:78,crime:76,critic:79,crlf:54,crop:73,crop_siz:73,cross:[8,56,75,78],cross_entropi:[8,15,71],cross_entropy_with_selfnorm:8,crt:28,csc:55,cslm:80,csr:55,csv:76,ctc:7,ctc_evalu:7,ctest:[48,53,54,56],ctrl:[53,59,77],ctx:[56,78],ctx_0:78,ctx_0_slot:78,ctx_n1:78,ctx_n1_slot:78,ctx_n2:78,ctx_n2_slot:78,ctx_p1:78,ctx_p1_slot:78,ctx_p2:78,ctx_p2_slot:78,cub:72,cuda:[18,47,48,53,58,59,61],cuda_dir:[60,61],cudaconfigurecal:58,cudadevicegetattribut:58,cudaeventcr:58,cudaeventcreatewithflag:58,cudafre:58,cudagetdevic:58,cudagetdevicecount:58,cudagetdeviceproperti:58,cudagetlasterror:58,cudahostalloc:58,cudalaunch:58,cudamalloc:58,cudamemcpi:58,cudaprofilerstart:58,cudaprofilerstop:58,cudaruntimegetvers:58,cudasetdevic:58,cudasetupargu:58,cudastreamcr:58,cudastreamcreatewithflag:58,cudastreamsynchron:58,cudeviceget:58,cudevicegetattribut:58,cudevicegetcount:58,cudevicegetnam:58,cudevicetotalmem:58,cudnn:[8,11,18,47,61],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[60,61],cudnn_convt:8,cudnn_dir:[60,61],cudrivergetvers:58,cuinit:58,cumul:8,curl:[47,64],curli:[17,31],current:[2,8,17,18,19,22,24,35,36,37,40,43,45,46,48,52,53,54,55,59,61,64,75,79,80],current_block:37,current_oper:37,current_word:52,currentcost:[75,77,79,80],currentev:[75,77,79,80],curv:[15,72,78],custom:[1,2,15,27,41,55,64,76,79],custom_batch_read:38,cut:40,cutoff:12,cycl:19,cyclic:8,cython:33,d3e0:64,dai:80,daili:79,dalla:2,dan:78,danger:2,dangl:53,darwin:64,dat:[21,59,77],data:[0,1,2,4,7,10,14,15,16,17,21,22,23,28,31,35,36,37,40,41,43,44,45,47,48,52,55,56,58,59,60,61,63,66,73,76],data_batch_gen:71,data_dir:[70,72,79,80],data_fil:46,data_initialz:75,data_lay:[2,22,46,71,72,75,78],data_read:[12,38],data_reader_creator_random_imag:38,data_sourc:71,data_typ:[12,45,52],databas:[12,79],datacent:[21,29],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataprovid:[1,46,59,77,78],dataprovider_bow:75,dataprovider_emb:75,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,38,46,52,61,70,72,73,75,78,79],datatyp:45,date:78,db_lstm:78,dcgan:71,dcmake_install_prefix:47,dead:19,deal:[69,71],debian:48,debug:[2,16,29,39],decai:[10,72],decar:12,decayr:22,decent:23,decid:[15,26,38],declar:[8,17,35,77],decod:[8,9,52,78,80],decoder_boot:52,decoder_group_nam:52,decoder_input:52,decoder_mem:52,decoder_prev:9,decoder_s:52,decoder_st:[9,52],deconv:8,deconvolut:8,decor:[2,12,55],decreas:46,decrypt:64,deduc:41,deep:[8,26,31,46,48,50,58,71,72,73,75,78],deeper:[46,48,73],deer:72,def:[2,8,12,15,16,21,27,30,35,38,44,45,46,52,55,56,71,73,75,78],defalut:[8,61,63],default_devic:63,default_valu:[32,63],defect:36,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,30,35,37,38,40,41,43,44,46,52,55,59,61,70,71,72,78],define_py_data_sources2:[2,46,72,73,75],defini:80,definit:[2,17,19,23,39,44,46,48,56,70,75,79],definiton:30,degre:8,delai:61,delar:75,delet:[27,28],deletestack:64,delimit:[7,76,77],deliv:69,delta:[8,16],delv:8,demand:19,demo:[8,12,41,59,65,66,70,71,72,73,74,75,76,77,78,79,80],demograph:76,demolish:65,demonstr:[46,52,71,77],denot:[56,63,75,76,78],dens:[2,8,12,24,25,55,64,75,77],dense_arrai:12,dense_vector:[2,4,12,46],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,39,40,45,46,48,53,56,59,63,69,72,76],deploi:[8,59,63,69],deploy:[41,59,64,69],deprec:8,depth:17,dequeu:40,deriv:[5,15],desc:[17,44],desc_:17,descent:[8,19],describ:[15,17,18,23,36,37,41,44,45,46,54,55,56,64,65,71,75,78],describestack:64,describestackev:64,describestackresourc:64,descript:[4,7,17,18,45,47,54,56,62,64,72,77],deseri:[14,36,41],desgin:31,design:[2,8,12,22,33,56,69,79],desir:[19,64,65,70],destin:[24,29],destroi:17,destruct:43,destructor:55,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,29,35,39,43,47,52,53,54,55,56,58,59,62,63,64,65,69,70,71,73,75,77,79,80],detect:[48,54],detection_evalu:7,detection_output:7,determin:[2,8,12,17,41,55,71],dev:[41,47,48,53,54,69,72,80],dev_ctx:17,devel:47,develop:[18,36,42,47,60,61,80],deverlop:61,deviat:6,devic:[6,36,39,41,56,61,80],device_context:56,device_context_:56,devicecontext:[17,56],deviceid:63,devid:[8,61],dez:79,dhcp:69,diagnos:59,diagram:[35,73],dict:[2,7,12,14,75,77,79,80],dict_dim:79,dict_fil:[7,75,78],dict_siz:[12,22],dictionai:75,dictionari:[2,7,8,12,14,15,16,56,63,73,75,77,78,79,80],dictsiz:80,did:[2,36],diff:54,diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,39,40,43,46,48,52,54,55,56,59,61,64,65,70,72,73,75,79,80],differenti:[30,56],difficult:[7,16,46,53],dig:[41,48,58,64],digit:[2,8],dilat:8,dilation_i:8,dim0:56,dim1:56,dim:[8,12,22,35,41,45,55,56,70,73,75,79],dimens:[5,8,11,12,41,55,56,63,70,75,77,79],dimension:[2,46,52,55,71,75],dimenst:70,dimes:8,dir:[59,73,75,77,78,79,80],dirctori:48,direct:[8,9,48,73,78],directli:[1,2,9,18,25,27,36,39,44,46,48,59,65,79],director:56,directori:[1,8,18,21,26,28,29,47,48,53,54,58,59,61,65,72,73,75,77,78,79,80],diretcoti:73,dis_conf:71,dis_train:71,dis_training_machin:71,disabl:2,discard:[12,19,23,54,61],discount:8,discov:[19,78],discoveri:64,discrep:58,discrimin:71,discriminator_train:71,discuss:[15,17,23,24,25,39],disk:[53,65],dispatch:[36,39,59,61],displai:[27,29],disput:80,dist:42,dist_train:[15,27],distanc:7,distibut:70,distinguish:[18,59,71,80],distribut:[8,17,23,24,25,26,40,41,45,47,57,65,66,67,69,71,75,78],distribute_test:[60,61],distributedli:[39,55],disucss:15,divid:[10,44,45,60,72,80],diy_beam_search_prob_so:[60,61],dmkl_root:47,dns:64,do_forward_backward:38,doc:[4,12,35,47,48,54,56,59],dockefil:53,docker:[42,49,54,64,66,67,69],docker_build:15,docker_push:15,dockerfil:[48,53,54],dockerhub:48,doctor:76,document:[2,4,9,16,28,31,35,41,47,53,54,56,63,72,75,77,78,79],documentari:[2,76],doe:[2,4,9,19,23,24,26,27,36,38,39,40,45,46,53,55,56,58,75,77,78],doesn:[6,8,12,15,17,38,53,54,58,65,80],dog:[72,73],doing:[22,26,31,39,41,58],domain:64,don:[9,15,18,30,31,38,46,53,56,64,79],done:[7,8,9,18,19,23,24,39,54,58,64,71,79],dopenblas_root:47,dot:[56,61,73,80],dot_period:[61,63,71,72,77,79,80],dotmuloper:8,dotmulproject:8,doubl:[2,8,31,39,47,56,61],down:[58,75],download:[12,18,19,22,26,28,48,69,71,72,75,78,79],download_cifar:72,downsampl:72,doxygen:[47,54],dozen:18,drama:76,drive:43,drop:[2,9],drop_rat:6,dropout:[6,9,55,75],dropout_r:8,drwxr:65,dst:24,dtoh:58,dtype:[4,46,73],dubai:80,due:[23,26,76],dummi:[14,23],duplic:[40,76],durat:[23,58],dure:[1,2,8,9,17,19,23,26,27,41,46,55,60,61,64,69,75,77,78,80],durn:2,dwith_c_api:34,dwith_doc:47,dwith_profil:58,dwith_python:34,dwith_swig_pi:34,dwith_test:56,dwith_tim:58,dynam:[1,2,24,34,38,47,58,61],dynamic_cast:55,e2e:69,each:[1,2,4,7,8,9,11,12,14,16,17,18,19,22,23,24,26,27,31,35,36,37,38,39,40,41,43,44,46,48,52,54,55,59,61,63,64,69,70,72,73,75,76,77,78,79,80],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:56,eas:[12,38,56,73],easi:[16,38,41,48,55,59,75],easier:[15,38,40,53,55],easili:[15,38,43,46],echo:[48,77,79],edit:[7,48,53,64],editor:[48,53],edu:[12,64,65,72],educ:76,eeoi3ezpr86c:64,effect:[2,61,64],effici:[1,2,8,39,52,53,55],effort:39,efg:8,efs:64,efs_dns_nam:64,efsvol:64,eigen:[41,56],eigen_use_gpu:56,eight:78,either:[8,12,14,15,35,58,75,77],elb:64,elbapis:64,elec:75,electron:[65,75],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,32,38,40,41,56,75,79,80],element_typ:24,elementori:41,elementwis:41,elif:[15,44],elimin:78,els:[15,22,27,39,40,43,44,48,53,55,56,73,75],emac:[48,53],emailweixu:18,emb1:22,emb2:22,emb:[65,75],embed:[15,17,22,40,52,74,77,79],embedd:78,embedding_lay:[22,75],embedding_nam:[8,52],embedding_s:[8,52],emphas:58,empir:8,emplace_back:55,emploi:[44,52,76],empti:[7,12,19,46,56],emul:80,enabl:[2,6,8,17,18,23,40,53,58,59,61,64],enable_grad_shar:[60,61],enable_parallel_vector:61,enc_proj:[9,52],enc_seq:9,enc_vec:52,encapsul:24,encod:[9,23,52,80],encoded_proj:[9,52],encoded_sequ:[9,52],encoded_vector:52,encoder_last:8,encoder_s:52,encount:22,encourag:39,encrypt:64,encrypt_decrypt:64,end2end:69,end:[2,7,8,14,17,36,38,43,46,52,53,54,61,70,78,79,80],end_pass:15,end_po:8,enditer:[14,15],endpass:[14,15],endpoint:[12,21,64],endtrain:15,engin:[27,58,76],english:[2,8,80],enjoi:48,enlarg:56,enough:[17,46,53],enqueu:40,ensembl:9,ensur:[2,19,43,53,55],enter:[17,48,76],enterpris:41,entir:[8,9,24,26,56,79],entiti:[7,17,43],entri:[12,23,27,53,55,64,76],entropi:[8,75,78],entry_point:27,enueu:40,enumer:[5,75],env:64,environ:[15,47,48,53,54,58,59,60,61,64,65,71,72,77],eol:54,eos_id:[8,52],epel:47,epoch:76,epsilon:10,equal:[8,9,19,56,61],equat:[7,8,9,10,48,56],equilibrium:71,equip:[47,52],equival:[8,15,17,44,69],error:[6,7,8,9,10,15,16,23,29,43,46,55,56,59,61,64,72,73,75,76,77,79,80],error_clipping_threshold:6,especi:[2,9,53,78],essenc:15,essenti:[8,15,47,78,80],estat:46,estim:[8,15,40],eta:65,etc:[7,12,17,38,39,43,48,59,60,63,64,69,79,80],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:[59,64],ethternet:59,eval:[7,17,41,45,75,77,79,80],eval_bleu:80,evalu:[1,8,13,14,26,39,58,59,75,79,80],evaluate_difficult:7,evaluate_pass:79,evalut:[46,80],even:[15,38,53,58,61,79],evenli:[24,64],event:65,event_handl:[14,15],everi:[1,2,7,8,9,12,15,19,23,24,26,31,40,43,44,52,54,55,56,61,75,78,79,80],everyth:[39,40,46,54],everywher:53,evid:36,exactli:[2,8,9,48,64,78],exampl:[1,2,7,8,9,10,12,14,17,27,29,30,31,35,36,38,40,41,46,47,48,52,53,54,55,56,58,59,60,61,63,64,65,72,73,74,75,79,80],exceed:8,except:[2,8,12,26,31,63,70,79],exchang:[36,41],excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[48,61],execut:[18,19,23,27,53,55,58,64,76,78,79],executioncontext:56,exist:[15,17,19,29,38,44,53,55,61,64,76,79],exit:[24,29,61,65],expand:[55,78,79,80],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,58,79],expens:80,experi:63,expert:18,expir:19,explain:[2,7,19,30,31,59,71,79],explan:[8,16,27,39,43,47,75,80],explanatori:[46,48],explicit:55,explicitli:[2,15,56],exploit:72,explor:8,exponenti:5,expos:[25,48,64],express:[15,40,56,64,79],ext:8,extend:[7,40],extens:[26,40,56,76,77,80],extent:34,extern:[2,18,33,34,41],external_librari:18,extra:[6,8,9,39,46,69],extra_lay:14,extraattr:[6,63],extraattribut:8,extraattributenon:8,extract:[7,8,36,39,56,64,72,78,79],extract_fea_c:73,extract_fea_pi:73,extract_para:70,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,58],extremli:1,f120da72:65,f7e3:64,fa0wx:65,fabric:59,face:18,facotr:8,fact:73,factor:[6,8,10],factori:33,fail:[2,19,23,56,61,63,65,72],failur:[19,24,56],fake:71,fake_imag:38,falloc:28,fals:[2,6,7,8,9,10,12,16,17,32,35,38,46,52,55,56,61,63,65,70,75,77,78,79,80],false_block:[17,32],false_label:38,false_read:38,famili:80,familiar:[2,46],fanscin:2,fantasi:76,fantast:75,farmer:76,fascinatingli:1,fast:[8,23,58],faster:[8,9,19,52,58,79],fault:[14,23,41],favorit:53,favourit:48,fbd1f2bb71f4:65,fc1:[45,55,63],fc2:[45,63],fc3:63,fc4:63,fc8a365:64,fc8a:64,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[44,46,55,63,75,77],fc_layer_nam:9,fc_mat:14,fc_op:44,fc_out:17,fc_output:44,fc_param_attr:9,fc_without_b:17,fclayer:55,fcop:30,fdata:78,fea:73,fea_output:73,feat:79,featur:[2,5,8,12,54,61,72,75,79,80],feature_map:77,feed:[9,14,15,31,35,39,46,79],feeder:12,feedforward:72,femal:76,fernan:79,festiv:2,fetch:[12,19,22,39,52,54,55],few:[2,18,19,38,48,53],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,17,44,58,64],fifth:31,figur:[15,18,35,40,52,55,58,70,71,72,73,78,79,80],file1:80,file2:80,file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,28,29,34,38,39,45,46,47,48,52,53,54,55,56,59,61,69,70,72,73,78,79,80],file_list:2,file_nam:[2,46,73,75,78],filenam:[2,21,77],fileoffset:28,filer:8,filesystem:[26,27,28,39,48,64],fill:[8,19,23,64,75],fill_zero_grad:41,film:76,filter:[8,9,73],filter_s:[8,9],filter_size_i:8,finali:59,find:[8,10,17,19,26,43,48,58,72,79,80],find_var:16,findop:17,findvar:[17,43],fine:[6,23,30,77],fingerprint:64,finish:[2,19,23,26,27,44,48,59,64,65,72],finit:55,first:[2,8,14,15,17,19,23,26,27,29,31,35,37,39,41,44,46,48,52,53,54,55,56,58,61,63,64,69,70,71,72,73,75,77,78,79,80],first_seq:52,firstli:[7,8],firstn:12,firstseen:65,fit:[1,12,41,54],five:[37,58,75],fix:[2,6,33,39,54,80],flag:[12,56,61,71,72,78],flatten_s:45,flexiabl:38,flexibl:[1,8,9,15,24,31,35,39,52],flight:80,float32:[4,12,30,38,46,56,71,73],floor:8,flow:[17,35,42,54],fly:[46,75],fnt03:64,focu:[2,58],focus:56,folder:[18,21,27,29,47,64,72,79,80],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,30,31,35,37,38,40,41,43,44,47,48,52,53,54,55,56,58,59,63,64,65,66,67,69,70,71,72,73,75,76,77,78,79,80],fool:71,forbid:15,force_load:33,forecast:79,forest:17,forget:[10,15,79],fork:8,form:[1,2,8,9,10,58,78],format:[1,2,7,12,14,16,23,46,54,55,56,61,64,70,72,76,77,79],former:[15,18,80],formula:[8,9,16],formular:8,forward:[5,8,9,16,17,22,24,36,41,52,55,63,71,78,79],forward_op:16,forwardactiv:55,forwardtest:4,found:[2,4,8,43,47,52,71,72,75,79],four:[2,7,31,70,73,75,77,78,79],fourth:56,fp16:[41,45],fp32:[41,45],fp64:45,frame:[7,41],framework:[15,17,41,43,44,45,55,56,73,75,79],free:[12,69,80],french:80,frequenc:[12,58,70,75,79],frequent:[23,38,59,80],fresh:26,friend:43,frog:72,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,29,30,31,32,35,36,38,39,40,41,43,46,48,52,54,55,56,57,58,59,61,63,64,65,69,70,71,72,73,75,76,77,78,79,80],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[38,46,73],fulfil:58,full:[8,19,26,35,48,52,55,69],full_matrix_project:[9,52],fullfil:45,fulli:[39,40,46,54,55,58,69,71,72,73,75,77,79],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:70,fullyconnectedlay:55,func:[12,23],funciton:9,functor:30,fundament:[40,41,46],further:[8,44,69],futur:[8,26,39,41],fvs:44,gain:8,game:71,gamma:73,gan:15,gan_train:71,gangliao:18,gap:61,gate:[8,9,79],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,36,55,56],gauss:6,gaussian:71,gcc:[33,41,47,48,53],gcreators_:44,gen:[8,80],gen_conf:[71,80],gen_data:80,gen_result:80,gen_train:71,gen_training_machin:71,gender:[12,76,77],gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,30,32,37,38,39,40,41,44,46,47,48,54,56,58,59,61,63,64,70,73,74,75,77,79],generated_word_embed:8,generatedinput:[8,52],generator_conf:71,generator_machin:71,generator_train:71,genert:2,genr:[76,77],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,28,35,41,43,44,45,46,47,52,55,56,58,59,64,68,72,73,75,77,78,79],get_all_op_proto:44,get_batch_s:78,get_best_pass:79,get_config_arg:[63,75,79],get_data:[65,75,78],get_default_block:45,get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:79,get_input_lay:55,get_mnist_data:71,get_model:73,get_movie_title_dict:12,get_nois:71,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:71,get_vari:17,get_word_dict:12,getbatchs:55,getenv:[15,27],getinput:55,getinputgrad:55,getinputvalu:55,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:55,getoutputvalu:55,getparam:22,getparameterconfig:22,getparameterptr:55,getparameterspars:22,getparametersremot:22,getplac:56,getsiz:55,getslotvalu:71,gettask:23,gettempl:64,gettranspos:55,getw:55,getweight:55,getwgrad:55,gfortran:47,gildea:78,gist:9,git:[42,47,48,53,54],github:[9,18,47,48,53,73],give:[2,19,35,41,46,48,53,55,58,64,75],given:[2,8,12,14,24,26,30,38,40,55,61,71,75,78,79,80],glide:18,global:[2,6,15,17,18,19,36,41,43,44,53,58,61,64,79],global_learning_r:6,globalstat:58,globalstatinfo:58,globe:2,go1:47,go_librari:18,go_test:18,goal:[31,41,58,78],gob:23,godep:18,godoc:33,goe:[8,9,19,43,46],going:[30,69,75,79],golang:[18,47],good:[8,38,58,69,79,80],goodfellow13:8,googl:[15,41],googleapi:[47,64],gopath:47,goroot:47,got:43,gpg2:64,gpg:64,gprotos_:44,gpu:[1,2,6,8,11,16,27,36,39,41,42,47,53,54,56,57,59,69,71,72,73,77,78,79,80],gpu_id:[61,63,71],gpu_per_train:39,gpugpu_id:60,gpukernel:41,gpuplac:56,grab:[19,79],grad:[16,24,61,76],grad_op_class:41,grad_op_typ:41,grad_share_block_num:[60,61],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,31,36,41,56,61,75,79],gradient_check:56,gradient_clipping_threshold:[6,75,79],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,34],gradientcheck:56,gradientmachin:[4,14,34,36,71,77,80],gradientmachine_:22,gradual:[46,58],grai:72,grain:30,gram:[70,79],grandient:14,grant:64,graph:[8,14,17,18,19,35,37,39,45,70],graphviz:73,grave:79,grayscal:2,great:[40,69],greater:8,greaterthan:44,grep:[48,79],groudtruth:52,ground:[7,8,75,80],group:[9,23,69,79],group_input1:52,group_input2:52,group_input:52,grouplen:[12,76],grpc:69,gru:[8,52,75,80],gru_bias_attr:9,gru_decod:52,gru_decoder_with_attent:52,gru_encoder_decod:[70,80],gru_layer_attr:9,gru_memori:9,gru_siz:75,gru_step:52,gru_step_lay:9,grumemori:[9,52],gserver:[8,55],gsizex:58,guarante:55,guard:22,guess:[46,79],guest:53,gui:58,guid:[28,49,52,54,55,58,64,65,70,72,79,80],guidenc:46,gzip:[23,65],hack:[49,59],had:53,hadoop:15,half:64,hand:[41,76,77,79],handi:18,handl:[12,15,27,36,38,39,43,59,77,79],handler:[14,17],handwrit:[2,79],happen:[23,44],hard:[39,40,53,64,75],hardwar:[48,53,58],has:[2,4,7,8,9,10,12,15,16,17,18,19,23,24,26,32,39,40,41,44,48,52,53,55,56,58,64,65,69,70,72,75,76,77,78,79,80],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,30,31,32,35,36,38,39,40,43,46,47,48,52,53,54,55,56,58,59,61,63,64,69,70,72,75,76,77,79,80],haven:53,hdf:[1,21],head:[54,56,70,79],header:[24,34,46,55,70,73],health:76,heard:53,heavi:59,heavili:41,height:[8,12,17,33,38,55,56,72],held:19,hello:15,help:[2,4,17,29,41,45,53,54,59],helper:[8,39,55],henc:43,here:[2,4,6,7,8,9,12,15,18,19,25,29,31,38,44,46,47,52,56,59,60,63,64,65,69,70,72,73,74,75,76,77,78,79,80],heterogen:[39,40],heurist:[8,40,61,80],hidden:[8,9,39,52,64,75,79],hidden_out:17,hidden_s:9,hierarch:[8,41,52],hierarchi:41,high:[6,55,69,71],higher:[1,30],highest:[12,17,80],highli:[1,2,12,52,63,77,79],him:15,hint:[40,46],histor:[30,79],hl_get_sync_flag:55,hold:[15,19,23,25,39,43,44,64],home:[21,29,39,47,59,64,65],homemak:76,honor:23,hook:[2,6,78],hookattr:6,hookattribut:6,horizont:[8,73],horror:76,hors:72,horst:79,host:[18,27,47,48,59,64,65],hostnam:[59,64],hostpath:65,hostport:64,hot:77,hour:[53,80],hous:[2,12,46,70],how:[1,2,6,8,15,17,19,23,29,30,36,44,46,52,53,59,61,64,65,68,72,73,75,77],howev:[2,8,9,16,26,36,38,39,44,46,52,60,61,64,79,80],hpp:33,html:[12,48,72],htod:58,http:[8,9,12,18,27,47,48,53,54,64,65,69,71,72,73,80],huber:8,huge:[8,54],huina:79,human:[8,80],hyper:[8,55],hyperplan:12,i0601:77,i0706:80,i0719:80,i1117:58,iamfullaccess:64,iamusersshkei:64,ib0:59,ics:12,icwsm:79,id_input:7,idea:[8,18,38],ident:[46,48,56,64,76],identifi:55,identityoffsetproject:8,identityproject:8,ids:[7,8,55,75,77],idx:[23,55],ieee:79,ies:29,ifelseop:[32,37],ifop:32,ight:8,ignor:[2,8,61,70],ijcnlp:79,illustr:[2,7,19,24,30,35,39,52,55,58,75],ilsvrc:73,imag:[2,11,12,15,31,37,38,45,46,49,53,54,63,64,66,67,69,71,73,74,80],image_a:38,image_b:38,image_classif:72,image_fil:38,image_lay:38,image_list_provid:73,image_nam:15,image_path:38,image_provid:72,image_reader_cr:38,image_s:73,imagenet:[8,21,74],imagepullpolici:64,imageri:8,images_reader_cr:38,imagin:31,imdb:76,imdber:79,img:[2,8,9,39,72],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:72,imgsiz:58,imgsizei:58,imgsizex:58,immedi:64,immutable_paramet:15,imperfect:41,implement:[2,8,9,10,12,17,23,24,25,26,27,30,33,34,36,39,40,41,43,44,52,75,78],implemet:22,impli:18,implicitli:37,imposs:69,improv:[8,40,41,58,64,79,80],inarg:22,inbound:64,includ:[1,2,7,8,9,12,15,17,18,24,27,33,34,35,39,41,44,47,48,52,53,54,55,56,58,61,64,65,70,75,76,78,80],inconsist:76,incorpor:8,incorrect:8,increas:[19,23,61,80],increment:[31,61],incupd:55,inde:[12,38,48],independ:[8,16,24,43,69,75],index:[2,7,8,11,12,14,16,17,19,23,37,59,64,77],indexslot:[8,78],indic:[2,7,8,17,24,35,37,46,59,64,78],individu:[19,46,64],industri:[19,69],ineffici:36,infer:[0,15,17,19,33,41,47],inferior:26,infershap:[17,37,41,45,56],infershapecontext:56,infiniband:59,info:[7,8,12,35,55,59,69],inform:[4,8,12,14,17,27,29,35,39,43,55,56,58,61,64,76,77,78,79,80],infrastructur:[64,71],ingor:61,inherit:[17,41,56],ininst:15,init:[6,14,17,35,39,45,55,63,64,71,75,78],init_from_tar:14,init_hook:[75,78],init_model_path:[60,61,63,70,75,78],initi:[2,4,6,8,9,12,14,18,23,31,35,39,40,44,45,52,55,56,61,70,71,75,78],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initpaddl:[4,71],initrd:69,inlcud:9,inlin:64,inner:55,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input1:[8,9],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,30,31,32,35,36,38,39,40,41,43,44,45,46,52,55,56,63,70,71,72,73,75,77,78,79,80],input_conf:8,input_data:55,input_data_target:55,input_featur:5,input_fil:[46,78],input_hassub_sequence_data:55,input_id:8,input_imag:[9,72],input_index:55,input_label:55,input_lay:55,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seq:8,input_sequence_data:55,input_sequence_label:55,input_sparse_float_value_data:55,input_sparse_non_value_data:55,input_t:55,input_to_check:16,input_typ:[46,75],input_valu:16,input_var:16,inputbuff:22,inputdef:55,inputlayers_:55,inputs_to_check:16,inputtyp:[2,12],insert:[41,54],insid:[7,8,19,36,38,40,41,48,64],inspect:54,inspir:70,instal:[8,27,42,48,50,53,54,59,65,72,73,77,78,79],instanc:[8,16,17,19,21,25,32,35,39,41,52,55,58,61,78],instance_ip:64,instanti:19,instead:[8,9,11,18,22,27,31,38,39,48,53,59,75,80],instruct:[17,31,48,53,58,75],int16:45,int32:[37,45,61],int64:[28,45],integ:[2,7,8,12,23,27,33,37,55,75,79],integer_valu:[2,12,75],integer_value_sequ:[2,12,52,75,78],integr:[7,47,69,78],inter:[8,39,59],interact:[48,64],intercept:8,interchang:31,interest:[58,79],interfac:[0,4,6,8,9,14,17,23,27,29,36,41,56,59,64,69,72,77,79],interg:75,intergr:8,intermedi:[29,39,53,78],intern:[8,9,14,64],internet:[18,19,69,79],interpret:[2,7,47,58],interv:[8,79],intrins:47,introduc:[2,8,17,19,41,43,44,56,65,77,79],introduct:[3,71],introductori:53,intuit:[26,41],invalid:[38,43],invari:72,invoc:[17,18,30,41],invok:[2,8,14,36,39,40,41,44,53,58,64],involv:[56,71],iob:7,ioe:7,ips:64,ipt:[8,44,52],ipx:69,ipython:15,is_discriminator_train:71,is_gener:[70,71,80],is_generator_train:71,is_kei:77,is_loc:14,is_predict:[75,79],is_seq:[8,52],is_sequ:77,is_stat:6,is_tensor:44,is_test:[73,78,79],is_train:2,isn:58,isol:48,isspars:55,issu:[18,47,48,53,58],item:[8,12,14,26,38,69],iter:[8,9,10,12,14,15,19,38,39,72,78,79],its:[2,8,9,14,15,16,17,19,23,31,35,36,41,43,44,54,55,56,58,61,64,70,71,72,75,79,80],itself:[19,26,43,45],ivs:44,java:[17,33,37,41],jeremi:58,jie:[78,79],jmlr:8,job:[4,12,26,39,41,60,61,63,73,75,77,78,79,80],job_dispatch_packag:59,job_id:12,job_mod:70,job_nam:[27,64],job_namespac:64,job_path:64,job_workspac:59,jobpath:64,jobport0:64,jobport1:64,jobport2:64,jobport3:64,jobserv:27,johan:79,join:19,joint:[70,80],jointli:[9,80],journal:[78,79],journei:48,jpeg:72,jpg:73,json:[59,64,65,77],jth:9,judg:80,jupyt:[27,48],just:[2,5,7,8,9,12,18,23,24,35,36,39,41,43,46,53,54,59,63,64,70,72,77,78,79],jx4xr:64,jypyt:15,k8s:69,k8s_data:64,k8s_job:15,k8s_token:15,k8s_train:64,k8s_user:15,kafka:21,kaim:8,kaimingh:73,kebilinearinterpbw:58,kebilinearinterpfw:58,keep:[2,8,12,19,31,43,44,69],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,28,41,44,53,54,56,58,59,77,79],kept:8,kernel:[8,16,56,58,75],key1:61,key2:61,key_pair_nam:64,keyid:64,keymetadata:64,keypair:64,keyserv:64,keystat:64,keyusag:64,keyword:2,kill:[19,64],kind:[1,2,15,16,19,25,31,39,46,64,65,71,75,77],kingsburi:78,kms:64,know:[2,15,23,46,54,55,58,64,77],knowledg:79,known:[17,30,35,71,79,80],kriz:[12,72],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:64,kubectl:65,kuberent:[19,64],kubernet:[15,19,41,57,59,66,67,69],kubernetes_service_host:15,kwarg:[2,9,10,12,44,75,78],l1_rate:6,l2_rate:6,l2regular:[72,75,79],l93:22,label:[2,4,7,8,10,12,14,31,37,38,39,40,46,65,71,72,73,74,75,79],label_dict:78,label_dim:[8,75],label_fil:[38,78],label_lay:38,label_list:78,label_path:38,label_slot:78,labeledbow:79,labl:79,lag:61,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,31,41,43,63,70,78,79,80],larg:[11,12,39,40,54,78,79,80],larger:[2,6,7,8,59],last:[7,8,9,35,45,46,52,59,61,75,79,80],last_time_step_output:8,lastseen:65,late:79,latenc:[8,39,59,64],later:[18,41,47,56,64,75],latest:[8,17,18,19,26,48,54,65,79],latter:80,launch:[61,64,79],launcher:15,lawyer:76,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,31,32,37,38,39,40,41,44,45,46,52,57,60,61,70,71,72,73,75,77,78,79],layer_0:55,layer_attr:[8,52,63],layer_num:[63,73],layer_s:8,layer_typ:8,layerbas:55,layerconfig:55,layergradutil:55,layermap:55,layeroutout:8,layeroutput:9,lbl:[7,72],ld_library_path:[47,59],lead:58,learn:[6,7,8,9,10,12,15,24,26,31,38,39,40,46,48,50,52,53,55,56,58,72,73,75,78,79,80],learnabl:14,learning_method:[46,70,72,75,79,80],learning_r:[6,24,39,46,70,72,75,79,80],leas:19,least:[7,8,19,47,76],leav:[2,17,64],lecun:12,left:[8,17,46,73],legal:44,leman:80,len:[2,8,24,28,55,75,77,78],length:[8,9,12,24,35,41,52,61,65,79,80],leq:8,less:[8,15,59,69,80],less_than:15,let02:65,let:[4,7,8,15,17,26,30,31,35,46,56,64,77],level:[6,8,30,35,59,61,71,77,79,80],lgtest:18,lgtest_main:18,lib64:[47,59,61],lib:34,libapi:18,libari:34,libcudnn:47,libjpeg:72,libpaddl:[33,34,41],libpaddle_capi:34,libpaddle_gserv:34,libpaddle_math:34,libpython:47,librari:[8,18,25,34,39,47,48,56,59,61,77],licens:78,life:19,lifecycl:69,lifetim:43,lightweight:30,like:[2,7,8,12,17,18,19,22,27,30,31,37,38,39,41,43,46,47,52,53,58,59,60,63,64,69,70,73,75,77,79,80],limit:[8,12,41,58,61],line:[1,2,4,7,12,18,22,27,29,31,37,41,46,53,54,57,58,59,63,64,70,72,73,77,78,79,80],linear:8,linearactiv:46,linguist:78,link:[8,9,18,28,29,41,43,47,56,64,69,75,79],linux:[28,47,48,53,64,80],linux_x86_64:42,lipeng:70,lipton:79,list:[1,2,7,8,9,12,14,15,17,18,23,27,29,32,36,43,46,48,52,53,55,56,59,61,63,64,72,73,75,77,78,79,80],listen:[19,61],literatur:79,littl:[1,2,24,61,75,79],lium:80,live:[48,56],liwicki:79,load:[1,2,4,8,15,19,39,46,56,61,64,73,78,79,80],load_featur:73,load_feature_c:73,load_feature_pi:73,load_missing_parameter_strategi:[60,61,63,70,78],load_uniform_data:71,loadparamet:4,loadsave_parameters_in_pserv:[22,60,61],loc:7,local:[6,14,16,17,19,25,26,31,35,41,47,48,53,59,60,61,65,72,79],local_scop:16,localhost:48,localpath:29,locat:[8,14,18,52,55,75,78],lock:[18,19,23,24,40],lod:35,lod_level:45,lod_tensor:[35,45],lodtensor:[41,45],lodtesnordesc:45,log:[2,23,29,39,55,59,61,64,65,72,77,78,79,80],log_barrier_abstract:61,log_barrier_lowest_nod:[60,61],log_barrier_show_log:[60,61],log_clip:[60,61],log_error_clip:[60,61],log_period:[61,63,65,71,72,75,77,78,79,80],log_period_serv:[60,61],logarithm:5,logger:2,logic:[2,26,36,39,40,43,56,59],login:48,longer:[19,39,80],look:[2,7,17,27,31,39,46,59,60,64,65,71,75],lookahead:8,lookup:75,loop:[16,17,38,43],loss:[8,55,71,75,79,80],lot:[39,60,69],low:8,low_rnn:35,lower:[8,35,59],lower_level_rnn:35,lowest:61,lpaddle_capi_shar:34,lpaddle_capi_whol:34,lstm:[8,52,65,75],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:75,lstm_step:9,lstmemori:[9,52],lstmemory_group:8,ltr:8,lucki:46,mac:[34,47,48,53],machin:[8,9,12,14,39,40,46,53,55,60,61,63,64,65,69,75,77,79,80],machine_transl:52,maco:53,macro:[30,56],made:[2,19,24,46,52,76],mai:[2,8,9,16,17,38,39,40,41,43,48,58,64,76],main:[2,4,41,54,64,72,78,79],mainli:[25,56,61],maintain:[8,17,23,41,64],majel:18,major:[39,48,71,73,79,80],make:[2,7,8,15,17,18,19,23,24,26,31,35,36,38,39,41,47,48,53,54,55,56,58,59,64,69,72,75,77,79],make_function_oper:30,make_vari:44,maker:41,male:76,malloc:55,man:28,manag:[14,19,24,25,29,39,43,45,54,59],manageri:76,mandarin:8,mani:[8,9,18,23,36,41,43,44,46,48,53,61,75,76,77,79],mannal:59,manner:8,manual:[39,48,69],manufactur:80,manylinux1_x86_64:42,mao:79,map:[2,7,8,12,14,15,17,23,43,44,53,61,69,72,73,77],map_read:12,mapper:12,mapreduc:15,marcu:79,mark:[2,31,35,40,43,45,52,69,78],mark_slot:78,market:[46,76,79],martha:78,mask:[6,8],master:[15,26,41,42,54,61,79],mastermind:18,mat:[33,34],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:[8,18,58],matchbox:69,math:[9,33,41,55,56,58],matirx:8,matmul:[17,35,56],matplotlib:72,matric:[4,52,55],matrix:[7,8,9,12,14,22,33,34,55,56,60,63,73,78],matrixptr:55,matrixtyp:34,matter:2,mattyp:22,max:[2,6,8,12,16,58,61,63,72,75,77],max_diff:16,max_id:[8,14,75],max_job_id:12,max_length:[8,52],max_movie_id:12,max_relative_error:[16,56],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,75],maxid_evalu:7,maxid_lay:75,maxim:[8,80],maximum:[7,8,12,17,24,52,58,61,75,78,79],maxinum:11,maxpool:8,mayb:[8,17,72],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,35,38,39,43,46,52,53,56,58,59,61,63,64,69,70,71,72,73,75,77,78,79,80],mean_img_s:72,mean_meta:73,mean_meta_224:73,mean_valu:73,mean_var_nam:8,measur:[46,58],mechan:[8,9,25,52,64,79],media:79,meet:78,mem:[8,17,27],member:[12,15,31,36,43,56],memcpi:[36,58],memor:79,memori:[1,2,9,17,22,23,27,41,52,53,55,58,61,63,65,75,78,79,80],memory_boot:9,memory_nam:8,memory_test:53,memory_threshold_on_load_data:61,mention:[18,23,40,53],mere:9,merg:[8,24,26,35,36,54,61,70,80],mergedict:[70,80],messag:[17,31,37,41,45,46,54,61,65,77,79,80],meta:[59,72,73,75],meta_config:[59,77],meta_gener:[59,77],meta_path:72,metaclass:56,metadata:[28,64,65],metal:69,metaphor:31,metaplotlib:15,method:[2,8,10,14,16,17,26,31,40,41,43,45,48,55,56,58,61,63,75,79,80],might:[8,17,18,37,40,48,53,55,64],mileag:58,million:[12,63,76],min:[6,8,58,63,64,77],min_block:17,min_count:40,min_desc:17,min_pool_s:2,min_word_freq:12,mind:59,mini:[2,8,12,14,17,19,35],mini_batch:38,minibatch:[8,17,31],minim:[2,10,17,40,41,46,61],minimum:8,minimun:61,minst:2,minut:[19,26,53,64,80],mirror:[18,48],mislead:24,miss:[61,70,78],mit:64,mix:[9,52,78],mixed_lay:[9,78],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[29,47,48,64],mkl:[41,47],mkl_path:47,mkl_root:47,ml_data:[59,77],mnist:[2,4,21,31,37,38,39,41],mnist_provid:2,mnist_random_image_batch_read:38,mnist_train:[2,38],mnist_train_batch_read:38,mobil:41,mod:78,modal:78,mode:[8,14,54,61,71,72,73,77,79,80],model:[0,1,4,8,9,12,14,17,19,20,31,39,40,41,54,55,57,61,64,77,78,79],model_config:[4,71],model_list:[61,63,78,79],model_output:79,model_path:63,model_zoo:[70,73],modifi:[4,8,39,52,54,55,56,59,64],modul:[1,2,4,9,12,14,30,46,47,56,72,73,75,78],modulo:8,momentum:[6,43,46,75],momentumoptim:[46,72],mon:65,monitor:[75,79],mono:8,month:[18,75,80],mood:79,more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,29,30,31,35,38,39,40,41,46,48,52,53,54,55,56,58,59,63,65,69,72,75,78,79,80],morin:8,mose:[79,80],moses_bleu:80,mosesdecod:79,most:[2,4,8,12,15,18,26,31,37,38,39,45,46,52,55,58,60,69,77,78,79,80],mostli:[69,72,76],motiv:41,mount:[27,48,64,65],mountpath:[64,65],move:[8,19,23,29,58,64,69,77,79],movement:[58,79],movi:[2,12,79],movie_categori:12,movie_id:77,movie_info:12,movie_review:12,movieid:76,movieinfo:12,movielen:74,moving_average_fract:8,mpi:59,mse:[31,37],much:[8,19,38,58],mul:[30,41,55,56],mul_grad:56,mul_op:56,mulgradkernel:56,mulit:59,mulkernel:56,mulop:[30,56],mulopgrad:56,mulopmak:56,multi:[8,36,55,60,61,69,73,80],multi_binary_label_cross_entropi:8,multi_crop:73,multigradientmachin:36,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,30,39,40,45,48,52,55,56,61,63,64,71,75,77,79],multipli:[7,8,55,72],multiprocess:12,multithread:2,music:76,must:[2,5,7,8,9,12,24,32,38,41,44,47,48,52,54,55,56,59,61,63,64,80],mutable_data:56,mxnet:17,my_cluster_nam:64,my_external_dns_nam:64,mypaddl:65,mysteri:76,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,30,34,41,42,44,45,46,48,52,53,54,55,56,58,59,61,63,65,66,67,69,70,71,72,73,75,77,79,80],name_prefix:21,namespac:[17,33,48,55,56,65],nativ:8,natur:[23,26,40,63,78,79],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,nearest:75,nearli:16,necessari:[2,8,17,24,26,36,44,47,55,59,75,79],necessarili:55,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,29,30,36,37,39,40,41,43,44,46,47,48,52,54,55,56,59,60,61,63,64,65,69,71,72,73,75,77,78,79,80],neg:[2,7,8,75,78,79],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:78,neighbor:75,ner:7,nerual:39,nest:[2,8,12,17,37],net:[8,9,17,35,43],net_conf:79,net_diagram:73,netop:[17,41],network:[1,2,4,6,7,8,10,12,13,14,15,16,17,19,22,35,38,39,40,43,44,45,46,48,55,56,58,59,61,69,70,79,80],network_config:63,networkadministr:64,neural:[2,4,8,9,10,12,14,15,17,19,39,43,45,46,58,61,70,71,73,79,80],neuralnetwork:36,neuron:[4,55,75,79],never:[12,38,43,64,65],new_stat:35,newest:24,newli:69,newop:17,newremot:39,newtork:79,newvar:[17,43],next:[8,12,19,25,52,54,55,56,58,61,64,65,78,79,80],nfs4:64,nfs:64,nfsver:64,nginx:48,ngram:12,nic:[59,60,61],nil:23,nine:[12,78],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:80,nnz:55,no_cach:2,no_grad_set:[16,56],no_sequ:[2,8,77],noah:79,noavx:48,node:[8,18,26,39,40,41,45,53,55,59,61,64,65,69,79,80],node_0:64,node_1:64,node_2:64,nodefil:59,noir:76,nois:[8,19,71],noise_dim:71,non:[8,19,55,56,61,64],none:[1,2,4,6,7,8,9,10,11,14,15,16,35,44,45,46,52,73,75],nonlinear:55,nor:53,norm:[9,71],norm_by_tim:8,normal:[2,4,8,9,12,52,55,59,61,65,70,71,73],normzal:73,north:72,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,38,41,47,48,56,58,61,63,64,70,72,77,79],notebook:[27,48],noth:[5,14,43,53,54,61],notic:[52,55],notingradi:56,notori:16,novel:79,now:[2,8,12,18,19,40,41,43,46,48,54,61,64,71,77,78],np_arrai:12,nproc:[47,53],ntst1213:80,ntst14:80,nullptr:[43,55],num:[8,9,59,61,75,78,79,80],num_channel:[8,9,72],num_chunk_typ:7,num_class:[8,9,72],num_filt:[8,9],num_flatten_dim:45,num_gradient_serv:[60,61],num_group:8,num_neg_sampl:8,num_p:39,num_parameter_serv:15,num_pass:[14,46,60,61,63,65,75,77,78,79,80],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:21,num_train:39,number:[2,7,8,9,12,17,19,21,38,40,41,44,46,53,54,55,59,61,64,70,72,73,75,78,79,80],numchunktyp:7,numdevices_:63,numer:56,numeric_grad:16,numerical_grad:16,numlogicaldevices_:63,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,38,46,47,56,71,73],numreal:22,numsampl:58,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:53,nv_librari:18,nv_test:18,nvcc:[18,48],nvidia:[47,48,53,58,61],obei:7,obj:[2,46,72,73,75,77],object:[2,4,6,8,9,10,12,14,15,22,33,41,43,45,58,71,72,73,75,78],observ:[8,10,46,55,58,80],obtain:[26,75,78,79],obvious:18,occup:[76,77],occur:[12,14],occurr:17,oct:65,odd:8,off:[34,48,53,54,69],offer:[4,17,41,44,78],offici:[8,18,48,64,72],offlin:[19,21,69],offset:[8,22,77],often:[22,37,59,75,80],ograd:55,old:[16,24,26,41,48,61],omit:75,on_init:2,on_travisexclud:47,onc:[2,8,19,23,31,39,40,48,55,64,75],one:[2,5,7,8,9,10,11,12,14,15,16,17,19,22,23,24,26,27,30,32,35,36,38,39,41,43,46,48,53,54,55,56,59,61,63,64,65,69,70,71,72,73,75,77,78,79,80],one_host_dens:77,one_hot_dens:77,onehotcrossentropyopkernel:56,ones:[30,41,56],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,29,31,32,35,36,39,40,41,44,46,47,52,53,54,55,56,58,60,61,63,64,65,69,70,73,75,76,79,80],onlin:[8,10,19,21,38],only_cpu:16,onto:[39,40,64],op_:56,op_check:56,op_class:[41,44],op_maker_class:[41,44],op_proto:44,op_test_util:56,op_typ:41,opattrcheck:56,opcreat:44,opdesc:[17,31,37,41,44,45],opdescbuild:17,open:[2,8,15,21,38,46,48,64,73,75,78],openbla:47,openblas_path:47,openblas_root:47,oper:[8,9,10,12,16,17,31,32,35,37,39,43,45,48,52,55,58,61,64,70,72,77],operator_grad:16,operatorbas:[17,30,41,44,56],operatorwithkernel:56,opinfo:41,opinion:79,opkernelkei:41,opmak:44,opproto:56,opprotoandcheckermak:56,opprotomak:[44,56],opregist:44,opregistri:44,ops:[16,17,18,31,37,41,45,56,69],ops_:17,ops_test:18,opt:[15,44,47],optestmeta:56,optim:[2,6,13,14,16,36,37,39,40,41,46,55,58,79],option:[2,7,8,15,18,37,44,45,46,53,54,55,59,63,69],optyp:44,order:[2,8,9,12,14,31,38,55,61,64,65,69,71,73,75,79,80],ordereddict:14,ordinari:79,oregon:64,org:[7,8,9,12,21,28,47,48,71],organ:[7,8,72,79,80],orient:44,origin:[1,2,8,12,16,43,71,78,80],other:[2,7,8,9,12,17,19,24,29,35,43,44,47,48,52,53,54,63,64,65,69,70,71,72,73,75,76,78,79,80],otherchunktyp:7,otherwis:[1,8,12,15,19,24,26,32,38,52,54,59,63,77,80],our:[15,18,39,40,43,45,48,52,53,54,55,64,65,70,72,75,78,79,80],out:[8,14,15,17,18,23,26,32,35,45,46,52,56,58,61,64,65,72,79],out_dir:64,out_left:8,out_mem:52,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:62,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:78,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,29,30,31,32,35,38,39,40,41,43,44,45,46,52,53,55,56,58,61,63,65,70,71,72,73,75,77,78,79,80],output_:[8,55],output_all_step:35,output_dir:73,output_fil:78,output_id:8,output_lay:[14,73],output_max_index:11,output_mem:[8,52],output_nam:16,output_num:[17,32,35],output_path:21,output_s:45,outputbuff:22,outputh:8,outputw:8,outsid:[2,8,9,43],outter_kwarg:2,outv:55,over:[1,8,9,14,15,54,55,58,75,78,79],overal:69,overcom:79,overhead:58,overlap:[7,8,55],overlap_threshold:[7,8],overrid:[17,19,29,55,56],overview:[23,24,25],overwrit:29,own:[24,26,39,44,48,56,59,64],owner:53,pack:48,packag:[2,12,23,27,30,42,48,54,56,64],pad:[9,75],pad_c:8,pad_h:8,pad_w:8,paddelpaddl:37,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,29,30,32,33,34,35,36,39,41,44,45,46,47,48,49,52,53,54,55,56,57,58,59,61,63,64,69,71,72,75,77,78,79,80],paddle_begin_init_param:24,paddle_dir:56,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:56,paddle_error:[33,34],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_param:24,paddle_job:27,paddle_matrix:[33,34],paddle_matrix_cr:34,paddle_matrix_get_shap:33,paddle_matrix_shap:33,paddle_n:59,paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:65,paddle_paramet:24,paddle_port:59,paddle_ports_num:59,paddle_ports_num_for_spars:59,paddle_pserver2:59,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:70,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:70,paddle_train:[34,42,59],paddledev:[64,65],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,28,29,30,31,35,36,37,38,41,43,45,46,47,52,54,55,56,57,58,59,66,67,69,73,75,77,78,79],paddlepadl:2,paddpepaddl:2,page:[54,64,77],pai:48,pair:[7,8,17,31,39,41,78],pakcag:18,palceholder_just_ignore_the_embed:70,palmer:78,paper:[8,70,71,73,78,79,80],para:22,paraconvert:70,paragraph:[35,79],paragraph_data:35,paragraph_out:35,parallel:[39,40,41,53,58,61,63,64,65,80],parallel_nn:[6,60,61],parallelli:41,param:[6,8,9,12,16,17,24,36],param_attr:[8,9,22,46,52],param_config_proto:24,paramattr:[6,8,46,52],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,29,31,35,37,38,39,43,44,46,55,57,63,71,72,75,77,78,79,80],parameter_attribut:8,parameter_block_s:[60,61],parameter_block_size_for_spars:[60,61],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient_:22,parametermap:55,parametermutex_:22,parameters_:55,parameterserver2:22,parameterset:15,parameterupdat:36,parameterupdater_:22,parametris:10,paramt:[64,70],paramutil:77,paraphras:80,paraphrase_data:70,paraphrase_model:70,paraspars:55,parent:[17,37,41,55],parent_:[17,43],pars:[4,12,18,53,63,64,71,77,78],parse_config:[4,71],parser:77,part:[2,7,8,17,26,41,46,52,54,55,58,69,71,75,77,78,79,80],parti:[53,58,77],partial:[8,14,71],partial_sum:8,particip:56,participl:70,particular:[31,41,58],partit:[19,21,39,40,41,64],pass:[2,8,14,17,19,36,38,41,43,45,46,54,55,58,59,61,64,65,71,72,75,77,78,79,80],pass_id:14,pass_idx:38,pass_test:71,passtyp:55,password:59,past:[15,48,64],patch:28,path:[1,2,7,12,14,19,23,24,27,38,46,47,59,61,63,64,65,70,72,73,75,78,79,80],pattern:[12,19,33,46,64,79],paul:78,paus:[19,26],pave:80,pdf:[8,9],pem:[15,21,64],pend:[19,23],penn:78,peopl:53,per:[7,8,12,19,24,38,56,61,72,75],perfom:[61,63],perform:[1,8,16,24,36,41,46,52,53,55,56,57,59,60,71,72,75,79,80],period:[1,19,26,61,75,77,78,79,80],perl:[79,80],permiss:64,peroid:8,persist:64,persistentvolum:64,persistentvolumeclaim:64,person:[7,15],perspect:[41,58],perturb:[16,55],pex:69,pfs:[21,29],pfsclient:21,pfspath:29,pgp:64,phase:[46,69],photo:72,physic:69,pick:[2,64],pickl:77,pictur:75,piec:[8,9,46],pillow:[27,72],pip:[42,47,54,59,72,77],pipe:76,pipelin:78,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,39,40,41,55,56,58,59,73,80],placehold:[46,70],placement:40,plai:[78,79],plain:[1,7,8,27,34],plan:[19,41,55],platform:[17,46,56,64],pleas:[2,4,6,8,9,10,15,19,23,24,25,35,38,39,41,47,48,49,52,53,54,55,56,64,70,72,75,77,78],plot:[15,72],plotcurv:72,plu:[8,16],pne:56,png:[72,73],pnpairvalidationlay:61,pnpairvalidationpredict_fil:60,pod:[21,27,64,65],pod_nam:64,point:[17,19,27,46,53,56,58,69],pointer:[17,24,41,43],polar:[12,79],polici:64,polit:79,poll:79,pollut:26,poo:72,pool3:55,pool:[2,9,13,72,75,77],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:[9,75],pooling_typ:[8,75],poolingtyp:11,pop:17,popul:24,popular:[18,46,73],port:[18,48,59,60,61,64,65],port_num:60,ports_num:61,ports_num_for_spars:[22,60,61,63],pos:[77,79],pose:19,posit:[2,7,8,9,75,78,79,80],positive_label:7,possibl:[15,17,23,40,58,71],possiblli:41,post1:47,post:[27,28],potenti:58,power:[69,75,80],practic:[8,46,52,55],pre:[2,8,9,12,15,17,24,48,64,65,70,72,78,79,80],pre_dictandmodel:70,pre_stat:35,precis:[7,47],precision_evalu:7,pred:[75,78],predefin:79,predetermin:[8,61,80],predic:[12,78],predicate_dict:78,predicate_dict_fil:78,predicate_slot:78,predict:[2,3,7,8,10,14,39,46,52,59,61,70,75,80],predict_fil:61,predict_lay:14,predict_output_dir:[60,61,75],predict_sampl:4,predicted_label_id:75,prediction1:14,prediction2:14,predictor:77,predin:72,prefer:79,prefetch:[22,55],prefix:[7,19,21,56,64],pregrad:55,preinstal:47,premodel:70,prepar:[4,16,27,36,52,66,75],preprcess:79,preprocess:[12,59,65,79],prerequisit:47,present:[15,17,54,73,78,80],preserv:29,pretti:46,prev_batch_st:[60,61],prevent:[1,10,15,19,23,26],preview:41,previou:[8,9,14,19,29,35,40,55,61,64,78,80],previous:[8,65,73],price:[12,41,46],primari:31,primarili:79,principl:[15,18],print:[6,14,15,17,39,45,46,61,70,75,77,78,79,80],print_arrai:17,printallstatu:58,printer:7,printstatu:58,priorbox:8,prioriti:41,prite:7,privat:[17,34,43,44,54],privileg:[53,64],prob:[7,14,71],probabilist:[8,70],probability_of_label_0:75,probability_of_label_1:75,probabl:[7,8,14,52,73,75,78],problem:[4,8,10,15,16,18,26,31,41,53,54,75,78,79],proc:48,proc_from_raw_data:75,proce:[12,19,38,64],procedur:[17,70,78,80],proceed:[8,78],process:[1,2,4,6,8,9,12,15,17,21,22,23,26,39,44,46,48,52,59,61,63,64,65,70,72,73,75,77,78,79,80],process_num:12,process_pr:75,processdata:[72,73],processor:58,prod:[45,48,54],produc:[8,9,12,19,32,38,45,48,73,75],product:[8,27,48,54,55,64,75,79],productgraph:65,profil:[29,47],proflier:58,program:[1,12,15,21,24,26,31,37,38,39,41,43,48,54,58,59,61],programm:[39,76],progress:[19,23,61],proivid:2,proj:8,project:[8,9,27,34,47,52,55,56,77],promis:[8,9],prompt:29,prone:15,prop:78,propag:[10,56,61,63],properli:[53,75],properti:[2,37,61],propos:[17,40,80],proposit:78,protect:[44,55,56],proto:[11,41,44,45,56],proto_:44,protobuf:[14,17,27,31,37,41,44,47],protocol:[7,61,69],prove:75,proven:80,provid:[8,12,15,17,24,27,44,46,48,58,59,64,69,70,71,72,73,76,79],providermemory_threshold_on_load_data:60,provis:[64,69],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,41,59,60,61,64],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,60,61],pserver_spec:14,pserverstart_pserv:60,pseudo:[15,27],psize:55,ptr:34,pull:[18,42,48,70,80],punctuat:79,purchas:75,purpos:[8,19,39,40,58],push:17,push_back:55,put:[18,19,22,40,45,48,55,59,65,75],pvc:64,pwd:[48,53,54],pxe:69,py_paddl:[4,71],pybind:17,pydataprovid:[1,2,75],pydataprovider2:[3,4,46,75,77,79],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,30,31,33,36,37,41,42,46,47,52,53,54,59,70,71,72,78,79,80],pythonpath:72,pzo:79,qualifi:47,qualiti:75,queri:[8,64,80],question:[8,15,40,44,64,78],queue:40,quick:[61,65,74,80],quick_start:[27,64,65,66,75],quick_start_data:65,quickli:[41,46],quickstart:65,quit:58,quot:76,r_t:8,rac:8,rais:12,ramnath:79,ran:[40,58],rand:[58,61,63,71,78],random:[2,6,8,12,21,36,38,46,56,61,71,72,78],random_imag:21,random_uniform:45,randomli:[26,79],randomnumberse:60,rang:[2,8,12,21,38,39,44,61,63,72,76,78],rank:[8,15,64,73,75],rare:2,rate:[6,7,9,10,12,24,55,59,72,75,77,79,80],rather:[4,27,64,79],ratio:[8,61],raw:[8,46,75,79],raw_meta:77,rdma:[47,61],rdma_tcp:[60,61],reach:[19,58,78],read:[1,2,12,14,15,19,21,38,39,40,41,46,52,53,54,59,64,69,73,75,77],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:41,reader:[0,14,21,31,37,39,80],reader_cr:21,reader_creator_bool:38,reader_creator_random_imag:[12,38],reader_creator_random_image_and_label:[12,38],readi:[19,46,64,65,69,72],readlockguard:22,readm:[34,54,76,77,79],readonesamplefromfil:2,readwritebuffer_:22,readwritemani:64,real:[2,8,22,38,46,71],realist:15,realiz:[17,35],reaon:45,reason:[9,15,16,19,48,65],recal:7,receiv:[19,27,40],recent:80,reciev:61,recogn:72,recognit:[2,8,73,79],recommand:2,recommend:[1,9,15,48,52,55,59,61,77],recommonmark:47,recompil:58,record:[12,23,44,45,54,64,78],recordio:[12,15,21,23,39],recov:[19,46,71],recover:41,recoveri:23,rectangular:8,rectifi:8,recurr:[43,78,79],recurrent_group:[9,52],recurrent_lay:9,recurrentgradientmachin:34,recurrentgroup:7,recurrentlay:61,recurs:[17,18,29,41],recv:[39,40,64],recvparametertyp:22,reduc:[10,40,41,59,61,63],reduce_by_kei:41,refactor:[31,36,39,40],refactorizaiton:41,refer:[1,4,6,8,9,10,16,17,19,23,24,25,35,43,52,53,54,55,56,59,65,70,72,75,77,80],referenc:[8,23],reflect:23,refrain:56,reg:44,regard:[69,78],regardless:80,regex:77,region:[8,43,58,78],regist:[55,58],register_gpu_profil:58,register_lay:55,register_op:[30,41,44,56],register_op_cpu_kernel:56,register_op_gpu_kernel:56,register_op_without_gradi:[41,56],register_tim:22,register_timer_info:58,registerop:44,registr:[41,56],registri:[27,48,65,69],regress:[8,74],regular:[6,55,64,72,75,79],rel:[1,9,16,26,56,59],relat:[2,19,26,27,37,43,45,48,65,69,79],relationship:[46,71],releas:[42,47,48,64,76,78],relev:[56,78,80],reli:[16,41,47,56],reliabl:19,relu:[8,55],remain:75,rememb:8,remot:[6,18,22,41,54,55,59,61,63,64],remoteparameterupdat:[22,25,61],remov:[12,29,54,59,61,79],renam:[29,80],reorgan:8,repeat:[17,31,37,44,45],repeatedli:31,replac:[18,23,48,79],replic:39,replicaset:27,repo:18,report:[23,39,58,59],reportdataset:23,repositori:[8,54],repres:[2,4,8,9,17,23,37,40,41,45,52,55,64,72,75,76],represent:[8,24,31,39,75,79],reproduc:[53,80],request:[18,19,22,26,39,42,64,65,69,70,80],requir:[1,7,8,15,19,24,26,27,29,35,37,39,40,41,44,45,53,55,56,59,64,65,69,71,72,75,77],res5_3_branch2c_bn:73,res5_3_branch2c_conv:73,res:78,research:[12,39,72,76,79],resembl:79,reserv:[2,29],reserveoutput:55,reset:[8,19],reshap:[16,38],reshape_s:8,resid:53,residu:73,resiz:[22,56],resnet:74,resnet_101:73,resnet_152:73,resnet_50:73,resolv:[18,54,65],resourc:[48,64],respect:[2,16,35,46,52,55,61,72,73,78,80],respons:[8,22,36,64,65],rest:[2,8,17,27,28,46,69],restart:[19,24,64,65,69],restartpolici:[64,65],restor:16,restrict:[43,61],resu:38,result:[4,5,7,8,14,16,23,31,36,39,56,58,61,64,72,73,75,77,78,79],result_fil:7,resum:26,retir:76,retran:64,retriev:[17,43,53,55,65],return_seq:9,reuqest:42,reus:[17,26,38,41,55,56],rev:53,reveal:15,revers:[8,9,52,78,79],review:[12,54,65,75,79],reviews_electronics_5:65,revis:75,rewrit:[18,56,80],rgb:8,rgen:79,rho:10,rich:46,right:[2,8,16,17,18,27,41,73],rkt:[27,53],rmsprop:75,rnn:[8,9,17,41,43,57,60,75,79],rnn_bias_attr:52,rnn_layer_attr:52,rnn_out:52,rnn_step:8,rnn_use_batch:[60,61],rnnlm:12,robot:72,robust:8,role:[12,15,23,24,39,64,74,79],roman:79,romanc:76,root:[10,11,59,64,65],root_dir:59,rot:8,roughli:[2,71],routledg:79,row:[4,7,8,12,22,55,73],row_id:8,rpc:23,rpcserver:23,rsize:64,rtk:69,rtype:[8,12],rule:[7,31,39,55,64],run:[15,16,17,18,19,27,30,31,35,37,39,40,41,43,45,48,54,55,57,58,61,64,66,67,69,70,72,73,75,77,79,80],runinitfunct:58,runnabl:40,running_on_cloud:27,runtim:[1,2,17,35,41,45,47,48,59],runtime_table_:17,s_param:71,s_recurrent_group:52,sacrif:1,safe:27,sai:[8,31,46,53,61,63],sake:55,sale:76,same:[2,4,7,8,9,14,15,16,23,24,26,30,35,39,41,43,52,56,59,63,64,70,75,77,78,79,80],samping_id:8,sampl:[2,4,7,12,44,59,61,63,70,71,73,75,77,78,79,80],sample_dim:71,sample_id:7,sample_num:7,santiago:79,satifi:7,satisfi:[18,59,64,75],save:[2,8,12,14,19,21,23,24,27,31,39,45,46,53,61,63,64,65,72,73,75,77,78,79,80],save_dir:[46,61,63,65,71,72,75,77,78,79,80],save_only_on:[60,61],saving_period:[60,61],saving_period_by_batch:[60,61,63,75],saw:2,scalabl:41,scalar:[2,8,17],scale:[5,39,40,44,56,73,76],scaleop:56,scaleopmak:[41,56],scalingproject:8,scan:[23,41],scatter:8,scenario:[46,60],scene:60,schdule:64,schedul:[23,27,40,64,71],scheduler_factor:6,schema:70,scheme:[7,22,56,78],schmidhub:79,schwenk:80,sci:76,scienc:79,scientist:76,scope:16,score:[7,8,77,79,80],screen:77,scrip:75,script:[4,12,53,56,59,64,72,73,75,78,79,80],seaplane_s_000978:72,search:[8,19,43,47,52,61,78,80],seat:80,second:[2,8,15,29,35,38,43,44,46,48,56,59,70,73,75,76,79],secret:64,section:[2,40,52,55,59,64,75],sed:79,see:[2,4,8,9,15,19,39,46,48,54,56,58,64,70,71,73,75,77,79,80],seed:[58,61],seem:18,seen:56,segment:[7,35],segmentor:70,sel_fc:8,selcet:8,select:[8,54,64,76,80],selected_indic:8,selectiv:8,selector:65,self:[16,45,46,55,56,76,79],selfnorm:8,semant:[12,15,42,74,79],semat:15,sen_len:78,send:[19,24,39,40,41,44,45,61,64],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sensit:8,sent:[15,24,39,41,44,65],sentenc:[2,8,12,35,52,75,78,79,80],sentiment:[2,46,74,75,78],sentiment_data:79,sentiment_net:79,sentimental_provid:2,separ:[2,7,24,30,61,70,75,76,77,78,80],seq:[8,12,77],seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[70,80],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,70,80],seqtoseq_net:[8,70,80],sequel:2,sequenc:[2,5,7,8,9,11,12,17,31,55,70,75,77,78,79,80],sequence_conv_pool:75,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,52,75,78],seri:[9,79],serial:[2,14,17,23,36,41,45],serv:[39,41,48,58,64,71],server:[15,18,22,25,26,39,41,48,55,59,60,69],serverless:19,servic:[48,69,76],session:[48,58],set:[1,2,4,6,7,8,9,12,14,15,19,27,32,35,41,43,46,47,48,52,53,55,56,57,58,59,60,61,63,64,65,70,72,73,75,76,77,78,79,80],set_active_typ:55,set_default_parameter_nam:6,set_drop_r:55,set_float_el:16,set_input:[8,17],set_output:[17,32],set_siz:55,set_typ:55,setdefault:56,setp:64,setq:53,settup:55,setup:[2,42,48,55,56,69,75],sever:[2,7,8,16,22,35,36,59,63,64,74,75,77,78,79,80],sexstant:69,sgd:[10,14,15,19,27,36,39,40,59,71,79,80],sgdasync_count:60,shall:18,shallow:78,shape:[8,12,14,16,17,35,41,56,73],shard:[19,20,21,22,23,24,26,39,40,64],share:[8,18,34,36,41,47,48,53,56,58,61,65,78],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[33,34,43],shell:[64,73],shift:73,ship:72,shold:79,shop:79,shorten:8,shorter:73,should:[2,4,6,7,8,12,14,15,16,17,24,27,30,32,35,36,37,38,39,41,44,46,52,54,56,59,64,72,75,77,78,79,80],should_be_fals:15,should_be_tru:15,should_shuffl:[2,78],show:[4,7,10,17,19,29,35,46,53,61,64,65,70,73,75,77,78,79,80],show_check_sparse_distribution_log:[60,61],show_layer_stat:[60,61],show_parameter_stats_period:[60,61,63,65,75,78,79,80],shown:[2,8,15,39,52,55,58,64,71,72,73,75,77,79,80],shrink:55,shuf:77,shuffl:[2,12,77,79],sid:64,side:[8,14,36,73],sig:64,sigint:59,sigmod:44,sigmod_op:44,sigmod_output:44,sigmoid:[8,17,44,55],sigmoidactiv:9,sign:[28,64],signal:59,signatur:64,signific:58,similar:[8,38,40,41,56,64,69,75,77],similarli:[8,12,56,78],simpl:[1,2,5,7,8,9,12,14,31,40,43,44,47,48,54,58,61,75,77,78,79],simple_attent:52,simple_gru:[52,75],simple_lstm:[8,75],simple_rnn:[8,52],simpler:36,simplest:64,simpli:[1,8,15,24,35,47,48,52,58,70,73,77,79,80],simplifi:[15,44,55,65],simultan:64,sinc:[8,19,23,25,26,38,39,45,46,48,58,64,69,71,75,76,80],sincer:[54,79],singl:[2,7,9,12,19,39,40,41,43,48,55,59,65,73,75,78,80],sinlg:14,site:[18,64],six:[70,78,80],size:[2,7,8,9,10,12,14,19,21,22,24,38,39,44,46,52,55,56,59,61,71,72,73,75,76,78,79,80],size_a:8,size_b:8,size_t:[22,55],sizeof:[17,70],skill:80,skip:[38,46,54,59,64,73],sliceproject:8,slide:[8,10,12,19],slightli:72,slope:8,slopeinterceptlay:8,slot:[77,78],slow:[2,58],slowli:53,small:[2,12,16,55,59,61,72,80],small_messag:[60,61],small_vgg:72,smaller:[8,16,19],smart:43,smartli:8,smith:79,smooth:8,snap:65,snapshot:[20,26,64],snippet:[30,52,55,58,64,75],social:79,sock:27,sock_recv_buf_s:[60,61],sock_send_buf_s:[60,61],socket:61,softmax:[8,9,15,17,32,39,40,52,55,70,75,78,79],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:75,softwar:[48,58,69],solid:41,solut:[37,69],solv:[15,39,41,78],solver:80,some:[2,6,8,12,14,15,17,18,22,23,24,26,27,30,31,35,37,39,40,41,43,45,46,47,54,55,56,58,60,61,63,64,69,71,75,76,77,78,79,80],some_c_api_funct:34,some_inst:34,some_op:35,some_other_valu:17,some_python_class:33,some_valu:17,somecppclass:33,somedata:14,somegotyp:33,someth:[2,8,22,53],sometim:[8,10,38,53,58,79],somewhat:24,somewher:43,soon:19,sophist:[46,55,59],sort:[8,12,61,64,77,79,80],sourc:[8,12,16,18,29,34,38,46,48,52,54,57,64,65,70,75,77,80],source_dict_dim:52,source_language_word:52,space:[7,8,40,48,52,53,58],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,55,59,61,64,75],sparse_binary_vector:[2,12,75],sparse_binary_vector_sequ:12,sparse_float_vector:2,sparse_non_value_slot:12,sparse_remot:22,sparse_upd:[6,22],sparse_value_slot:12,sparse_vector:12,sparse_vector_sequ:12,sparseparam:55,sparseprefetchrowcpumatrix:55,spatial:[8,72],speak:[52,80],spec:[64,65],specfii:61,speci:72,special:[8,24,32,39,47,56,70,75,80],specif:[1,14,18,19,29,41,43,53,56,63,72,75,77],specifi:[1,2,7,8,15,16,22,23,24,27,29,39,43,44,46,47,52,53,55,61,64,71,72,73,75,76,77,79,80],speech:8,speed:[9,48,69],spefici:73,sphinx:[33,47,48],sphinx_rtd_them:47,split:[2,8,26,41,59,63,64,70,73,75,78],split_count:64,sql:1,sqrt:8,squar:[8,10,11,46],square_error_cost:46,squarerootnpool:8,squash:80,srand:61,src:[18,80],src_backward:52,src_embed:52,src_forward:52,src_root:4,src_word_id:52,srl:[12,78],ssd:8,ssh:[48,59,64,65],sshd:48,ssl:47,sstabl:15,stabil:[16,56],stabl:[42,64],stack:[41,46,64,75,78],stacked_lstm_net:79,stacked_num:79,stackexchang:8,stage:[18,25,45,54,59],stake:80,stale:19,stamp:58,standard:[6,41,53,70,72,78,79,80],stanford:[12,16,65],star:[18,76],start:[8,9,14,18,19,22,23,24,26,27,36,39,46,48,52,53,58,59,61,68,70,74,77,80],start_pass:[60,61],start_po:8,start_pserv:61,startup:[19,27,64],stat:[47,58,61,78,79,80],state:[8,9,19,35,43,46,52,61,65,71,78,80],state_act:[8,9],statement:[31,55,64],staticinput:[8,52],statist:[8,61,75,78,79,80],statset:58,statu:[27,54,58,64,65],status:65,std:[14,18,22,33,34,41,43,44,55,56,61],stderr:59,stdout:59,step:[4,8,9,11,16,17,19,24,31,36,39,40,41,44,48,52,54,55,58,59,64,65,69,75,77,78,79,80],step_net:17,stepnet:[17,35,41,43],still:[23,26,39,73],stmt1482205552000:64,stmt1482205746000:64,stochast:[10,19,23,26],stock:79,stop:[8,48,53,59,61,65,77],storag:[28,47,64,65,72],store:[7,8,12,14,16,17,18,22,36,39,41,43,55,56,59,61,64,65,70,72,73,75,77,78,79,80],str:[14,27,63],strategi:[2,11,19,40,61,78],street:[8,78],strength:71,strict:38,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,17,23,29,41,43,44,45,55,56,61,64,79],strip:[75,78],struct:[23,24,28,34,44],structur:[17,23,37,41,59,64,70,72,75,77,78,79,80],sts:64,student:76,stuff:[17,54],stun:2,style:[2,8,41,44,47,54],sub:[7,8,12,15,26,35,36,39,52,55,72,75,80],sub_nest_seq:8,sub_sequ:[2,8],subcommand:29,subgradi:10,subgraph:40,submiss:39,submit:[54,60,61,64],subnet0:64,subnet:[15,64],subobjectpath:65,subsequ:8,subsequenceinput:8,subset:[55,80],substanti:73,substitut:80,succe:79,succeed:[23,65],success:[8,24,64,65,73,78],successfulcr:65,successfuli:79,successfulli:[56,73,77,79],successor:[61,80],sucessfulli:80,sudo:[47,53,64,72],suffer:16,suffic:[38,46],suffici:61,suffix:[27,80],suggest:[8,18,58],suit:69,suitabl:[54,61,72],sum:[8,10,17,20,52,55],sum_:8,summar:[75,79],sumpool:8,support:[6,7,8,11,12,16,17,19,26,27,30,36,38,39,40,41,47,48,52,53,54,55,56,58,61,64,69,78],suppos:[18,30,46,55,75],suppress:[8,29],sure:[41,53,54,55,64,72,79],surpass:8,survei:79,svs:44,swagger:28,swap_channel:73,swig:[4,25,33,34,47],swig_paddl:[4,71],switchop:17,symbol:[8,17,34],symbols_ready_:17,symbolt:[17,41],symlink:54,sync:[19,54,61,71],syncflag:55,synchron:[10,19,23,59,61,64],syntact:78,syntax:[38,77],synthect:46,synthes:71,synthet:46,sys:73,system:[17,18,19,24,26,28,30,39,40,47,48,56,59,65,75,78,79,80],t2b:70,tab:[48,75],tabl:[2,7,8,17,45,73,75,80],tableproject:8,tag:[7,12,48,52],tagtyp:7,take:[2,4,7,8,9,15,17,18,19,26,31,32,37,41,45,52,53,55,56,58,64,65,71,78,80],taken:[2,78],talk:24,tanh:[8,9,39,52,55],tanhactiv:9,taobao:79,tar:[14,47,64],tarbal:64,target:[8,12,14,17,18,39,41,45,52,54,56,70,75,80],target_dict_dim:52,target_dictionary_dim:8,target_language_embed:8,target_language_word:52,target_link_librari:18,targetinlink:8,task:[2,7,8,39,44,46,52,63,70,73,78,79,80],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tconf:79,tcp:[61,64],teach:75,tear:58,technic:19,technician:76,techniqu:[52,55],technolog:53,tee:[65,72,78,79,80],tell:[19,23,24,44,48,58,77],tellig:79,templat:[30,44,56,65,69,78],tempor:[8,75,78],temporari:27,ten:53,tensor:[16,17,18,35,40,45,56],tensor_desc:45,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorflow:[17,39,40],term:[8,9,19,78,79],termin:65,terminolog:46,tese:1,tesh:78,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,34,38,42,47,48,57,58,59,60,70,72,73,75,76,80],test_:56,test_all_data_in_one_period:[65,72,77,78,79],test_cpu_gpu_compar:56,test_data:80,test_fcgrad:55,test_gpuprofil:58,test_ignore_i:56,test_ignore_x:56,test_layergrad:55,test_list:[2,46,72,75],test_mul_op:56,test_norm:56,test_part_000:79,test_pass:[60,61,63,80],test_period:[60,61,63],test_ratio:77,test_wait:[60,61],testa:15,testb:15,testbilinearfwdbwd:58,testcas:56,testconfig:55,tester:[77,80],testfcgrad:55,testfclay:55,testlayergrad:55,testmodel_list:60,testmulgradop:56,testmulop:56,testq:15,testresult:14,testsave_dir:60,testutil:55,text1:29,text:[1,2,7,9,12,15,35,48,64,70,74,75,77,79],text_conv:75,text_conv_pool:77,text_fil:[12,79],tflop:58,tftp:69,tgz:[12,47],than:[2,4,6,7,8,9,19,27,30,41,47,48,52,53,55,59,64,69,73,78,79,80],thank:[70,80],thei:[2,8,15,18,19,24,26,29,31,40,41,44,46,48,52,53,55,56,58,59,60,64,73,79],them:[1,2,7,8,9,15,16,18,19,22,27,30,38,40,41,43,44,45,46,48,53,56,58,60,61,64,72,73,75,77,79,80],themselv:18,theori:58,therefor:47,therein:[8,17],therun:73,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,30,31,35,36,37,38,39,40,41,44,45,46,47,48,52,53,54,55,56,58,59,61,63,64,65,69,70,71,72,73,75,76,77,78,79,80],thing:[2,46,54,58,77,78],think:[15,18],third:[8,19,56,58,73,79],third_parti:8,thirt:53,those:[17,18,19,30,31,73,78],though:69,thought:[18,58],thread:[55,58,61,63,77,78,79,80],thread_local_rand_use_global_se:[60,61],threadid:63,threadloc:58,three:[2,7,8,16,19,31,36,38,46,61,71,73,79,80],threshold:[6,7,8,19,23,61,79],thriller:76,through:[4,8,18,19,23,25,32,52,55,56,58,59,70,71,72,79,80],throughout:75,throughput:58,thrust:41,thu:[2,8,26,46,55,64,80],tier:65,tight:47,time:[2,8,9,11,12,15,16,18,19,23,26,30,35,38,39,40,41,44,45,46,52,53,58,61,63,65,69,75,76,78,79,80],timelin:[8,41,58],timeo:64,timeout:[19,23],timeout_sec:12,timer:47,timestamp:[8,20,76],timestep:[2,8,43],titil:77,titl:[12,76,77],tls:28,tmall:79,to_no_sequ:8,to_proto:45,to_sequ:8,todo:[7,10,12,17,19,23,26,44],toend:8,togeth:[2,8,9,12,14,52],token:[7,8,15,52,70,79,80],toler:[14,16],too:[12,16,39,48],took:69,tool:[48,52,53,54,64,79],toolchain:47,toolkit:47,top:[7,14,35,56,73,78],top_k:7,top_level_rnn:35,toplevel:53,topolog:[15,19,36,39],topolopi:14,torch:17,toronto:[12,72],total:[14,19,38,40,58,59,65,69,70,80],total_pass:38,touch:79,tourism:79,tourist:80,toward:46,tra:80,trace:[17,37,45],track:[19,23,54],tractabl:8,tradesman:76,tradit:[8,17],traffic:39,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,17,21,23,24,26,31,36,37,41,45,52,55,57,58,60,66,67,73],train_conf:[70,80],train_config_dir:64,train_data:80,train_id:64,train_list:[2,46,72,73,75],train_part_000:79,trainabl:8,traindot_period:60,trainer:[2,4,15,20,21,22,23,25,36,39,40,41,46,55,59,61,63,71,75,78,79,80],trainer_config:[1,2,46,59,64,65,75,77,79],trainer_config_help:[2,46,55,72,75],trainer_count:[60,61,63,64,65,77,78,79,80],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[61,64],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:[75,77,80],training_machin:71,trainingtest_period:60,trainonebatch:22,trainonedatabatch:71,tran:[55,61],trane:2,tranform:41,transact:[19,23,79],transfer:[1,2],transform:[8,41,52,55,71,72,75,78],transform_param_attr:9,translat:[8,9,46,70,77,79,80],transpar:59,transport:61,transpos:[8,55,71],transposedfullmatrixproject:8,travel:2,travers:31,travi:[47,54],treat:[8,24],treatment:24,tree:[8,17,61,80],trg:80,trg_embed:52,triain:1,tricki:33,trigger:[26,36],trim:8,trivial:2,trn:75,truck:72,true_block:[17,32],true_imag:38,true_label:38,true_read:38,truth:[7,8,75,80],tst:75,tune:[6,8,57,75,77,80],tuninglog_barrier_abstract:60,tupl:[2,8,9,12,14,38],ture:8,turn:[8,38,71],tutori:[48,52,54,55,56,58,59,64,65,66,67,73,75],tweet:79,twelv:80,twice:40,twine:42,twitter:79,two:[1,2,7,8,9,15,17,24,25,26,27,29,31,38,39,43,44,45,46,48,52,56,58,59,63,64,70,71,72,73,75,77,78,79,80],txt:[2,18,27,29,55,59,64,75,77,79],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,28,29,33,34,35,37,38,41,44,45,46,48,52,53,55,61,63,64,65,72,73,75,77,78],type_nam:44,typedef:[24,33,34],typeid:44,typenam:[30,44,56],typic:[4,7,39,48,58,79],ubuntu:42,ubyt:38,uci:12,ufldl:8,uid:65,uint32:28,uint64:33,uint64_t:33,unawar:24,unbalanc:61,unbound:52,unclear:26,unconstrain:79,under:[18,23,40,46,47,48,64,76,79],underli:46,understand:[48,58,69,70,72,79],understand_senti:52,understudi:80,undeterminist:58,unemploi:76,unexist:78,unidirect:8,uniform:[6,8,12,21,38,61,71],uniqu:[15,17,19,26,27,43,56,61,64],unique_ptr:[43,55],unit:[8,9,18,46,47,48,52,54,57,78],unittest:[34,56],unittestcheckgrad_ep:60,univ:80,unix:59,unk:[45,70,80],unk_idx:[75,78],unknown:8,unlabel:79,unlik:[8,56,78,79,80],unordered_map:43,unrol:35,unseg:8,unsign:24,unsup:79,unsupbow:79,unsupport:56,until:[19,24,40,43,59,64,78],untrack:54,unzip:77,updat:[6,8,10,17,19,23,24,28,35,36,39,43,47,54,55,59,61,63,79],update_equ:14,update_hook:6,updatecallback:55,updatestack:64,upload:[19,27,28,42],upon:[19,78],upper:8,upstream:54,uri:64,url:[12,79],urls_neg:79,urls_po:79,urls_unsup:79,usag:[1,2,7,8,9,14,36,46,56,58,70,71],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,35,36,39,40,43,44,45,46,47,48,49,52,53,54,55,56,58,59,61,63,64,65,70,71,72,73,75,76,77,78,79,80],use_etcd:14,use_global_stat:8,use_gpu:[60,61,63,65,71,72,73,75,77,78,79,80],use_jpeg:72,use_old_updat:[22,60,61],use_seq:[46,77],use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,35,36,38,39,41,43,44,45,46,49,52,53,55,56,58,59,60,61,63,64,70,72,73,75,77,78,79,80],useful:[1,2,8,9,16,43,52,55,63,75,78,79],usegpu:[55,71],useless:59,user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,29,30,31,38,39,40,41,43,44,46,48,59,60,61,64,69,73,75,78],user_id:77,user_info:12,user_nam:21,usercert:21,userid:76,userinfo:12,userkei:21,usernam:[21,54],uses:[2,19,26,36,39,52,53,54,55,61,64,72,73,75,77,80],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,29,30,35,38,39,43,44,46,48,52,53,54,55,56,58,61,63,64,65,70,71,72,73,75,78,79],usr:[47,59,61,64],usrdict:70,usrmodel:70,usual:[8,14,27,46,47,56,58,61,63,64,79],utf:70,util:[4,47,52,55,56,58,69,72,77,79],uuid:[20,26],v28:8,valid:[8,38,41,43,56,64,73,79],valu:[2,4,6,7,8,10,11,12,14,16,17,19,32,35,36,37,39,41,43,44,45,46,52,55,56,61,63,64,71,72,73,78,79],value1:61,value2:61,value_evalu:7,value_rang:12,vanilla:52,vanish:79,var1:45,var2:45,varabl:40,varaibl:17,vardesc:[17,31,37,41],vardescbuild:17,vari:[58,64],variabl:[2,8,12,15,16,17,31,32,35,39,40,44,46,47,55,56,59,64,65,79],variablenamemap:56,varianc:[8,73],variant:[8,48],variou:17,varproto:44,vars_:[17,43],vector:[2,8,9,12,15,17,22,24,32,35,41,52,55,70,75,77,79,80],vectorenable_parallel_vector:60,vendor:18,verb:[12,78],verbos:29,veri:[2,8,11,18,23,30,36,40,43,52,58,72,75,79],verifi:[17,55],versa:47,version:[8,9,18,27,29,42,47,48,53,55,58,59,60,61,64,65,70,72,76,78,79,80],versu:15,vertic:[8,73],vgg:[9,72],vgg_16_cifar:72,via:[19,35,38,47,54,58,59,64,69,75],vice:47,view:8,virtual:[48,53],virtualenv:[53,77],visibl:[26,43,48],vision:72,visipedia:72,visit:14,visual:[8,48,58],viterbi:78,vlog:22,voc_dim:75,vocab:79,volum:[48,65],volumemount:[64,65],volumn:64,voluntarili:76,vutbr:12,wai:[2,7,8,9,15,24,26,39,46,48,52,53,55,59,63,77,78,80],wait:[10,19,24,54,61],walk:[4,71],wall:78,wangkuiyi:18,want:[2,8,15,27,38,43,46,47,48,53,54,55,61,63,70,73,75,77,78,79],war:76,warn:29,warp:[8,58],warpctc:8,watch:19,wbia:[64,73],web:48,websit:[72,75,78,79],wei:[78,79],weight:[7,8,9,10,52,55,61,63,72,73],weight_act:9,weightlist:55,weights_:55,weights_t:55,welcom:[18,77,79],well:[27,30,39,41,48,55,61,64,72,75],were:[7,18],west:64,western:76,wether:8,wget:47,what:[6,8,10,17,18,40,44,46,54,56,59,69,75,77],whatev:53,wheel:47,when:[1,2,6,7,8,12,14,16,17,18,19,22,23,24,27,29,36,37,39,40,41,45,52,53,54,55,56,58,61,63,64,65,69,70,71,72,78,79,80],whenev:77,where:[2,8,9,10,15,17,19,26,31,32,35,37,41,46,52,55,56,58,59,61,63,70,73,78,80],wherea:[17,23,30],whether:[7,8,14,16,17,38,55,56,61,71,72,77,79,80],which:[1,2,4,6,7,8,9,10,12,14,15,16,17,18,19,21,23,24,26,27,30,35,36,37,38,39,40,41,43,44,45,46,52,53,54,55,56,58,59,61,63,64,69,71,72,73,75,76,77,78,79,80],whichev:71,whileop:[17,37],whl:47,who:[30,31,70,73,76],whoever:24,whole:[2,7,12,33,34,35,44,64,65,69,75,76,77,80],whose:[2,8,12,16,19,26,32,35,41,44,52,77,78],why:[9,16,34,53],wide:[18,78],width:[7,8,12,22,33,38,55,56,72,80],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,48,53,79],wise:[8,40,41],with_avx:[48,54],with_avxcompil:47,with_bia:44,with_coveragecompil:47,with_doccompil:47,with_doubl:55,with_doublecompil:47,with_dsocompil:47,with_gpu:[48,53,54],with_gpucompil:47,with_profil:58,with_profilercompil:47,with_pythoncompil:47,with_rdmacompil:47,with_style_check:54,with_style_checkcompil:47,with_swig_pycompil:47,with_test:[48,54,56],with_testingcompil:47,with_tim:58,with_timercompil:47,within:[8,23,46],without:[7,8,19,24,38,40,41,56,59,79],wmt14:[52,80],wmt14_data:80,wmt14_model:80,wmt:80,wmt_shrinked_data:12,woboq:48,won:[58,73],wonder:2,word2vec:27,word:[2,7,8,12,31,35,40,41,44,52,63,74,77,78,79,80],word_dict:[75,78],word_dim:75,word_id:2,word_idx:12,word_slot:78,word_vector:75,word_vector_dim:[8,52,70],words_freq_sort:12,work:[2,4,12,15,17,18,19,38,47,52,53,54,55,58,59,61,64,65,69,75,77],worker:[40,45,64],workercount:64,workflow:[41,48,54,64],workspac:[48,61,77],worri:46,wors:71,would:[14,17,18,19,26,30,31,36,38,40,48,53,59,64,69,71,75,78],wouldn:31,wrap:[30,69,78],wrapper:[9,18,30,39,58],writ:77,write:[2,12,15,19,26,30,38,39,40,41,48,53,54,57,59,64,72,77,78,80],write_lock:20,writelin:46,writer:[15,76],written:[17,39,41,56,77,79],wrong:[2,38],wrote:40,wsize:64,wsj:78,www:[8,12,72,80],x64:47,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,55],xgbe0:61,xgbe1:61,xiaojun:79,xmap_read:12,xrang:[16,38,45,46,55],xxbow:79,xxx:[15,73,80],xxxx:20,xxxxxxxxx:64,xxxxxxxxxx:64,xxxxxxxxxxxxx:64,xxxxxxxxxxxxxxxxxxx:64,xzf:47,y_neg:16,y_po:16,y_predict:46,yaml:[18,64,69,77],yancey1989:27,yann:12,yapf:54,year:76,yeild:[14,72],yet:69,yield:[2,12,15,21,38,46,75,77,78,79],yin:8,you:[1,2,4,6,8,9,14,16,27,43,46,47,48,52,53,54,55,58,59,61,63,64,69,70,71,72,73,75,77,78,79,80],your:[2,8,14,15,18,22,27,29,41,47,48,53,54,55,58,59,63,64,69,75,79],your_access_key_id:64,your_secrete_access_kei:64,your_source_root:34,yourself:8,yum:47,yuyang18:[10,12],zachari:79,zeng:79,zero:[2,6,8,9,10,12,16,19,36,37,55,61,64,75],zhidao:70,zhou:[78,79],zip:[12,76],zone:64,zxvf:64},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","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: Functions, Operators, and Layers","Design Doc: Computations as a Graph","&lt;no title&gt;","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: ProgramDesc","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Refactorization Overview","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","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","Tune GPU Performance","Run 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","Cluster bootstrapping tool survey","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":21,"\u4e0d\u4f7f\u7528":33,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":33,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":33,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":33,"\u4ec5\u4ec5\u4f7f\u7528void":33,"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":33,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":34,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":28,"\u5206\u652f\u89c4\u8303":42,"\u52a0\u901f\u6267\u884c":20,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":33,"\u52a8\u6001\u6269\u5bb9":20,"\u539f\u56e0":33,"\u539f\u56e0\u5217\u8868":33,"\u53c2\u8003\u6587\u6863":28,"\u540d\u8bcd\u89e3\u91ca":28,"\u57fa\u672c\u8981\u6c42":33,"\u5b9e\u73b0":33,"\u5b9e\u73b0\u65b9\u5f0f":34,"\u5bfc\u51fac":33,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":33,"\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":28,"\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":34,"\u672f\u8bed":20,"\u67b6\u6784\u56fe":28,"\u6846\u67b6\u751f\u6210":28,"\u6982\u5ff5\u89e3\u91ca":21,"\u6a21\u5757":28,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":34,"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u751f\u6210sparse\u6587\u4ef6":28,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":28,"\u76ee\u5f55\u7ed3\u6784":34,"\u76ee\u6807":28,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u7b26\u53f7":33,"\u7c7b":33,"\u7f16\u8bd1\u9009\u9879":34,"\u7f29\u5bb9":20,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":33,"\u80cc\u666f":33,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":28,"\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":33,"\u8fdb\u884c\u8bad\u7ec3":21,"abstract":[39,40,69],"book\u4e2d\u6240\u6709\u7ae0\u8282":42,"case":63,"class":[36,45,55,56],"filemanager\u8bbe\u8ba1\u6587\u6863":28,"function":[18,30,70],"new":[55,56],"paddle\u52a8\u6001\u5e93\u4e2d":33,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":33,"paddlepaddle\u53d1\u884c\u89c4\u8303":42,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":42,"return":38,AWS:64,Abs:5,DNS:64,EFS:64,For:[18,65],KMS:64,Not:53,The:[17,24,31,36,41],USE:41,Use:[17,63,65],Using:[18,24,48,54],With:[27,48],access:64,account:64,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:64,address:64,addto:8,adversari:71,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,35,39,75],all:43,analysi:[39,79],api:[0,3,34,44,48],appendix:[69,75],applic:3,approach:58,architectur:[39,52,75],argument:[29,38,60,63,75],arrai:16,asset:64,associ:[43,64],assumpt:69,async:61,attent:52,attribut:6,auc:7,auto:16,avg:11,aws:64,backgraound:16,background:[40,45,46,56],backward:[31,41,56],base:[27,40],basepool:11,basic:69,batch:38,batch_norm:8,batch_siz:38,beam_search:8,benefit:[40,41],between:[15,44],bidirect:79,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:17,bind:56,bleu:80,block:[17,31,41],block_expand:8,book:48,bootstrap:69,branch:54,brelu:5,bring:69,bucket:64,build:[41,47,49,53,54,65],built:58,cach:2,can:43,capi:34,capi_priv:34,cento:47,challeng:40,check:[8,16,55,59],checker:16,checkpoint:[19,20,26],chines:70,choos:[18,64],chunk:7,cifar:12,classif:[7,72],classification_error:7,classification_error_print:7,client:24,clip:8,clone:54,close:16,cloudform:64,cluster:[25,59,63,64,69],cmake:18,code:[27,53,54],column_sum:7,command:[62,63,75,80],commit:[54,65],common:61,commun:61,compar:69,compil:[17,41,56],compos:38,comput:[17,31,41],con:69,concat:8,concept:[41,64],conclus:[26,69],config:[3,63,77,78],configur:[13,52,57,59,64,75,77],conll05:12,connect:8,construct:31,contain:[48,65],content:[34,58,64],context_project:8,contribut:54,control:41,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,39,40],convolut:[72,75],core:[16,64],cos_sim:8,cost:8,cpu:[48,63],creat:[38,41,43,54,64,65],creation:23,creator:38,credenti:64,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cudnnavg:11,cudnnmax:11,custom:38,dat:76,data:[8,12,19,38,39,46,64,65,70,71,72,75,77,78,79,80],datafeed:12,dataprovid:[2,3,61],dataset:[12,19,23,76,77,80],datatyp:12,date:54,decayedadagrad:10,decor:38,deep:17,defin:[56,64,75,79,80],definit:45,delet:[54,64],delv:72,demo:64,dens:26,depend:47,deploi:27,deriv:55,descript:[29,41,61,71,76,78],design:[15,16,17,19,23,24,25,26,30,31,35,36,37,38,39,40,41,43],destroi:[43,64],detail:[22,61,72],detect:[7,8],detection_map:7,detection_output:8,develop:[41,48,53,54,57],devic:63,dictionari:[38,70],differ:[41,63],directori:64,discuss:40,dispatch:[19,23],distribut:[15,19,22,27,39,59,61,64],doc:[15,17,19,23,24,25,26,30,31,36,37,38,39,40,41],docker:[27,48,53,65],document:[48,68],dotmul_oper:8,dotmul_project:8,down:64,download:[47,64,65,70,73,77,80],dropout:8,dylib:34,dynam:19,ec2:64,elast:64,elect:26,els:17,embed:[8,70,75],enough:16,entri:38,environ:27,eos:8,equat:55,eval:39,evalu:[7,46,77],evalutaion:80,event:[14,15],exampl:[15,18,34,70,71],execut:[17,41],exercis:72,exp:5,expand:8,expandlevel:8,explain:16,extern:64,extract:[70,73,77,80],fault:19,featur:[73,76,77,78],field:77,file:[17,64,65,75,76,77],find:64,first_seq:8,fork:54,format:[17,19,75],forward:[31,56],frame:17,framework:16,from:[15,26,44,47,49,53],full_matrix_project:8,fulli:8,gan:71,gate:52,gated_unit:8,gener:[52,53,69,71,80],get:[50,65],get_output:8,github:54,gotcha:53,gpu:[48,58,61,63],gradient:[16,24,55],gradient_print:7,graident:16,graph:[31,40,41],group:[8,64],gru:[9,61],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:58,handler:[15,33],happen:26,have:45,hierarchi:17,high:44,hook:54,how:[16,22,38,41,56,57,58],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:64,ident:5,identity_project:8,ifelseop:17,imag:[8,9,27,48,65,72],imagenet:73,imdb:[12,79],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,35,38,55,56,71],infer:[14,75],info:73,ingredi:15,ingress:28,init_hook:2,initi:[24,63,64],input_typ:2,insid:43,inspect:64,instal:[47,49,64,69,75],instanc:64,integr:64,interact:44,interfac:[12,16,19,24,25,38,43,73],intermedi:41,interpol:8,introduct:[1,70,73,79,80],isn:38,issu:54,job:[19,27,59,64,65],join:8,keep:54,kei:64,kernel:41,kill:59,kmax_sequence_scor:8,kube:64,kubectl:64,kubernet:[27,64,65],label:78,lambda_cost:8,languag:17,larg:22,last_seq:8,launch:59,layer:[8,15,30,55,63],learn:17,learnabl:8,leval:44,level:44,libpaddle_capi_shar:34,libpaddle_capi_whol:34,librari:[24,41],limit:39,line:[62,75],linear:[5,46],linear_comb:8,list:[20,38],local:[39,43,54,63,64],lodtensor:35,lodtensordesc:45,log:[5,75],logic:23,logist:75,low:44,lstm:[9,61,78,79],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:41,manag:18,map:[38,41],master:[19,23,27],math:8,mathemat:16,matrix:61,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,memori:[8,35],messag:44,meta:77,migrat:41,mileston:41,mini:38,minibatch:12,misc:8,mix:[8,63],mnist:[12,71],model:[2,3,13,15,22,24,26,46,48,51,52,59,63,70,71,72,73,74,75,80],modifi:65,modul:41,momentum:10,movi:[76,77],movielen:[12,76,77],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:38,multiplex:8,name:[43,64],nce:8,necessari:41,need:[38,53,58],nest:35,network:[9,41,52,63,71,72,73,75,77,78],neural:[52,72,75,77,78],neuralnetwork:46,nlp:[9,61],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:58,nvvp:58,object:[19,77],observ:[70,73],onli:[38,43,48],op_mak:41,oper:[30,40,41,56],opinfomap:41,opkernel:[41,56],opproto:44,optim:[10,19,24,31,57,75],option:[29,47,70],opwithkernel:41,order:29,origin:[41,54],orthogon:43,outlin:60,output:[8,59,64],overview:[26,41,43,75],packag:18,pad:8,paddl:[22,38,43,65],paddlejob:27,paddlepaddl:[15,17,39,42,48,49,53,64,68,70,80],pair:64,parallel_nn:63,paramet:[6,8,14,15,19,24,25,27,36,40,61,62,64,70,73],paraphras:70,parent:43,part:31,partit:24,pass:63,path:[26,29],perform:[58,61],persist:23,pfsclient:[28,29],pfsserver:28,placement:39,pnpair:7,point:64,pool:[8,11],power:8,pre:54,precision_recal:7,predict:[4,72,73,77,78,79],prefetch:38,prelu:8,prepar:[46,59,64,70,71,72,77,79,80],preprocess:[70,72,75,77,80],prerequisit:59,pretrain:[70,80],print:7,privat:64,pro:69,problem:46,procedur:69,process:[19,24,27,41,53],profil:58,program:17,programdesc:37,project:18,protomak:56,provid:[2,38,75,77,78],pserver:26,pull:54,push:54,pydataprovider2:2,python:[4,16,27,35,38,39,44,45,48,55,56,73,75,77],qualiti:41,queue:[19,23],quick:75,randomnumb:61,rank:7,rank_cost:8,rat:77,rate:76,reader:[12,15,38],realiz:41,recoveri:19,recurr:[8,9,52,75],recurrent_group:8,ref:16,refactor:41,refer:[2,39,40,58,78,79],region:64,regist:[41,44,56],registri:41,regress:[46,75,77],regular:24,relat:41,relu:5,remark:56,remot:25,render:64,repeat:8,represent:[17,41],request:54,requir:[18,47,54],reshap:8,resnet:73,result:[59,65,80],retri:23,revis:70,rmsprop:10,rnn:[35,51,52,61],rnnop:[17,35,41],role:78,rotat:8,route53:64,row_conv:8,row_l2_norm:8,run:[53,56,59,65,78],runtim:[27,39],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,35,41,43],script:65,secur:64,select:24,selective_fc:8,semant:78,sentiment:[12,79],separ:41,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:52,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,40,61,64],servic:64,session:39,set:62,setup:[47,64],sextant:69,sgd:61,share:[15,43],should:[43,45],shuffl:38,sigmoid:5,simpl:[46,52],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:38,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,some:53,sourc:[47,49,53],span:47,spars:[24,25,26,63],specifi:[63,70],split:77,spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:[17,79],standard:75,stanh:5,start:[15,50,54,64,65,75],startup:65,step:35,store:19,structur:71,sub_nested_seq:8,subcommond:29,submit:27,suffici:38,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:75,survei:69,synopsi:29,system:64,tabl:34,table_project:8,take:38,tanh:5,task:[19,23],tear:64,tecton:69,templat:64,tensor:[8,41],test:[53,54,55,56,61,63,77,78,79],text:80,text_conv_pool:9,theori:16,thi:43,timelin:26,timer:58,tip:58,todo:[20,21],togeth:43,toi:71,toler:19,tool:[18,58,69],train:[14,15,19,22,25,27,38,39,46,48,59,61,63,64,65,70,71,72,75,77,78,79,80],trainer:[14,19,24,26,27,64,77],tran:8,trans_full_matrix_project:8,transfer:75,tune:[58,61],tutori:[70,72,74,78,79,80],two:16,type:56,ubuntu:47,uci_h:12,unit:[53,55,56,61],updat:[15,25,26,64],usag:[35,38,48,57],use:[22,38],user:[19,70,76,77,79,80],util:7,value_print:7,vardesc:45,variabl:[41,43,45],vector:61,verifi:64,vgg_16_network:9,visual:73,volum:64,vpc:64,warp_ctc:8,what:[22,26,45,53,58],when:[26,43],why:[38,41,58],wmt14:12,word:[70,75],work:48,workflow:80,workspac:59,wrapper:55,write:[55,56,75],yaml:65,zoo:[73,74]}})