diff --git a/develop/doc/_sources/design/simple_op_design.md.txt b/develop/doc/_sources/design/simple_op_design.md.txt
index 5e07c29c56d21728599195d420d3222213d77e7c..fded4a68612396a262121a5a886a8ae573dfa662 100644
--- a/develop/doc/_sources/design/simple_op_design.md.txt
+++ b/develop/doc/_sources/design/simple_op_design.md.txt
@@ -147,7 +147,7 @@ class CosineOp {
struct CosineOpProtoMaker : public OpProtoMaker {
CosineOpProtoMaker(OpProto* proto) : OpProtoMaker(proto) {
AddInput("input", "input of cosine op");
- AddAttr("scale", "scale of cosine op", float).Default(1.0).LargerThan(0.0);
+ AddAttr("scale", "scale of cosine op", float).Default(1.0).GreaterThan(0.0);
AddType("cos");
AddComment("This is cos op");
}
diff --git a/develop/doc/design/simple_op_design.html b/develop/doc/design/simple_op_design.html
index 6abbdd249b317209296f3743e5c01719a6ad27fc..a7394d858041e7699b67e8d6ed4552de694f9be8 100644
--- a/develop/doc/design/simple_op_design.html
+++ b/develop/doc/design/simple_op_design.html
@@ -318,7 +318,7 @@ create_python_ops_creatation_functions()
struct CosineOpProtoMaker : public OpProtoMaker {
CosineOpProtoMaker(OpProto* proto) : OpProtoMaker(proto) {
AddInput("input", "input of cosine op");
- AddAttr("scale", "scale of cosine op", float).Default(1.0).LargerThan(0.0);
+ AddAttr("scale", "scale of cosine op", float).Default(1.0).GreaterThan(0.0);
AddType("cos");
AddComment("This is cos op");
}
diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js
index 86ad08c7dacc3f5be82fb2f4fcc501498239b319..d8ab04e8bcd71725bc298e5130e2d87fa3505898 100644
--- a/develop/doc/searchindex.js
+++ b/develop/doc/searchindex.js
@@ -1 +1 @@
-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/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/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","design/simple_op_design","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/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","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/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/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","design/simple_op_design.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/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","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":66,"00186201e":4,"00m":50,"01852v1":8,"03m":50,"0424m":50,"0473v3":9,"055ee37d":56,"05d":63,"0630u":50,"06u":50,"0810u":50,"08823112e":4,"0957m":50,"0ab":8,"0rc1":36,"0rc2":36,"0th":71,"10007_10":70,"10014_7":70,"100gb":50,"100gi":56,"10g":26,"10m":50,"1150u":50,"11\u5b9e\u73b0\u4e86c":33,"11e6":57,"12194102e":4,"124n":50,"13m":57,"1490u":50,"15501715e":4,"1550u":50,"15mb":66,"1636k":71,"16mb":66,"16u":50,"173m":64,"173n":50,"1770u":50,"18ad":56,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":57,"197u":50,"1gb":50,"1st":[61,64,70,71],"202mb":71,"210u":50,"211839e770f7b538e2d8":9,"215n":50,"228u":50,"234m":64,"2520u":50,"252kb":66,"25639710e":4,"25k":66,"2680u":50,"27787406e":4,"279n":50,"27m":50,"285m":50,"2863m":50,"28m":50,"28x28":2,"2977m":50,"2cbf7385":56,"2nd":[8,70,71],"302n":50,"30u":50,"32777140e":4,"328n":50,"32u":50,"32x32":[12,63],"331n":50,"3320u":50,"36540484e":4,"365e":56,"36u":50,"3710m":50,"3768m":50,"387u":50,"38u":50,"3920u":50,"39u":50,"3rd":[68,70,71],"4035m":50,"4090u":50,"4096mb":53,"4279m":50,"43630644e":4,"43u":50,"448a5b355b84":57,"4560u":50,"4563m":50,"45u":50,"4650u":50,"4726m":50,"473m":57,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":53,"4yf":8,"50bd":56,"50gi":56,"51111044e":4,"514u":50,"525n":50,"526u":50,"53018653e":4,"536u":50,"5460u":50,"5470u":50,"54u":50,"55g":71,"5690m":50,"573u":50,"578n":50,"5798m":50,"586u":50,"58s":57,"5969m":50,"5delta":8,"6080u":50,"6082v4":8,"6140u":50,"6305m":50,"639u":50,"655u":50,"6780u":50,"6810u":50,"682u":50,"6970u":50,"6ce9":56,"6node":51,"6th":71,"704u":50,"70634608e":4,"7090u":50,"72296313e":4,"72u":50,"73u":50,"75u":50,"760u":50,"767u":50,"783n":50,"784u":50,"78m":50,"7eamaa":12,"7kb":57,"8250u":50,"8300u":50,"830n":50,"849m":50,"85625684e":4,"861u":50,"864k":71,"8661m":50,"892m":50,"901n":50,"90u":50,"918u":50,"9247m":50,"924n":50,"9261m":50,"93137714e":4,"9330m":50,"94u":50,"9530m":50,"96644767e":4,"983m":50,"988u":50,"997u":50,"99982715e":4,"99m":64,"99u":50,"9f18":57,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":27,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":27,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":27,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":36,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":27,"\u4e0a\u4f20\u65b9\u6cd5":36,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":27,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":27,"\u4e0b\u8f7d\u5230\u672c\u5730":27,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":33,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":27,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":32,"\u4e0d\u4f7f\u7528c":32,"\u4e0d\u4f7f\u7528swig":32,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":32,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":32,"\u4e0d\u5728":33,"\u4e0d\u5bb9\u6613\u51fa\u9519":27,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":32,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":32,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":27,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":36,"\u4e0e\u53ef\u80fd\u6709\u7684":36,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":33,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":32,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":32,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":36,"\u4e2a\u6027\u5316\u63a8\u8350":36,"\u4e2d":[32,33],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":32,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":33,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":27,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":33,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":27,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":33,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":33,"\u4e5f\u4e0d\u751f\u6210":33,"\u4e66\u5199":32,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":32,"\u4ece":36,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":33,"\u4ed6\u662f\u5c06":33,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":32,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":32,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0b":20,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":27,"\u4ee5\u53canumpi":20,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":32,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":32,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":33,"\u4f46\u4e0d\u66b4\u9732":33,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":36,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":36,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":33,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":32,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":32,"\u4f7f\u7528":[33,36],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":32,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":33,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":33,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":32,"\u4f7f\u7528c":33,"\u4f7f\u7528c99\u505a\u63a5\u53e3":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":32,"\u4f7f\u7528regress":36,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":32,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":32,"\u4f7f\u7528void":32,"\u4f8b\u5982":[20,32,33,36],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":32,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":32,"\u4f8b\u5982\u5bf9\u4e8epython":32,"\u4f8b\u5982c":32,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":32,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":32,"\u4f8b\u5982python\u7684":32,"\u4f9d\u6b21\u7c7b\u63a8":36,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":32,"\u4fee\u590d\u6240\u6709bug\u540e":36,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":36,"\u4fee\u590dubuntu":36,"\u4fee\u6539\u6210":36,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":36,"\u505a\u63a5\u53e3":32,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":33,"\u5176\u4e2d":[32,36],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":33,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":36,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":33,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":33,"\u5177\u4f53\u8bf7\u53c2\u8003":33,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":32,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":32,"\u518d\u57fa\u4e8e":36,"\u5199\u4ee3\u7801":32,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":33,"\u51fd\u6570\u547d\u540d":32,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":36,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":36,"\u5206\u652f\u4e2d":36,"\u5206\u652f\u4e3a\u5f00\u53d1":36,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":36,"\u5206\u652f\u4e3a\u7a33\u5b9a":36,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":36,"\u5206\u652f\u5408\u5165":36,"\u5206\u652f\u5408\u5165master\u5206\u652f":36,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":36,"\u5206\u652f\u540d\u4e3a":36,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":36,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":36,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":36,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":36,"\u5206\u7247":19,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u5ffd\u7565":19,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5230":19,"\u529f\u80fd":27,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":36,"\u52a8\u6001\u5e93":32,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":33,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":36,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":33,"\u5373\u4f7f\u7528":33,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5373\u4f7fc":33,"\u5373\u4f8b\u5982":33,"\u5373\u4fbfpaddl":33,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":33,"\u5373\u66b4\u9732":33,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":32,"\u53c2\u6570":32,"\u53c2\u8003":[27,32],"\u53cc\u5411\u9a8c\u8bc1":27,"\u53d1\u5e03\u5230dockerhub":36,"\u53d1\u5e03\u5230github":36,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":33,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":32,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":32,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u7528":27,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":36,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u540c\u65f6\u518d\u5c06":36,"\u540c\u65f6\u63d0\u8d77":36,"\u540d\u5b57\u4fee\u9970":32,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":36,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":32,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,32,33,36],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":32,"\u56fe\u50cf\u5206\u7c7b":36,"\u5728":[33,36],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":36,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":33,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":20,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":33,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":27,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":33,"\u5728\u7528\u6237\u4f7f\u7528c":33,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":36,"\u5728\u8fd9\u4e2a":36,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":36,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":33,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":33,"\u5728c":32,"\u5728c\u7684\u5934\u6587\u4ef6":32,"\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":20,"\u5728paramet":19,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":33,"\u5747\u662f\u5728":33,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":27,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":32,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":32,"\u5982\u679c\u5931\u8d25":36,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":36,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":33,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":32,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":36,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":32,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":33,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":27,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":32,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":32,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":32,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":32,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":32,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":33,"\u5bf9\u4e8e\u6bcf\u79cdc":33,"\u5bf9\u6bd4":32,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":33,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":36,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":33,"\u5c06":36,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":32,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":36,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":36,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":32,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":33,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":32,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":27,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":27,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":32,"\u5e76\u5220\u9664":36,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u53d1\u5e03\u5230pypi":36,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":33,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":32,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":36,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":36,"\u5efa\u8bae":36,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":33,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":36,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":36,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":36,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":36,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":33,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":27,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"\u5f97\u4f7f\u7528":32,"\u5fc5\u8981":33,"\u60c5\u611f\u5206\u6790":36,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":33,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":27,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":27,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[32,33],"\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":19,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":27,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":33,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":33,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":33,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":33,"\u628a":20,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u63a5\u53e3":[32,33],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":33,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":27,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":27,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":27,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":27,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":27,"\u6570\u636e":27,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":32,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":27,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6587\u4ef6":32,"\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":27,"\u6587\u4ef6\u5185\u5bb9\u4e3a":32,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":27,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":36,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":36,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":27,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":32,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65f6":19,"\u662f":27,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":32,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":33,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":32,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":33,"\u662f\u56e0\u4e3ac99\u652f\u6301":32,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":27,"\u662f\u6307":33,"\u662f\u7528\u6237\u4f7f\u7528c":33,"\u662fc":33,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":33,"\u6700\u540e\u5220\u9664":36,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":32,"\u6709\u6807\u51c6\u7684":32,"\u6709\u7684\u65f6\u5019":32,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":36,"\u672c\u6587\u6863\u63cf\u8ff0paddl":33,"\u673a\u5668\u7ffb\u8bd1":36,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":32,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":32,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":33,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":36,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":32,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":36,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u969410\u5206\u949f":19,"\u6bd4\u5982":20,"\u6bd4\u5982\u5c06":36,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6ce8":19,"\u6d4b\u8bd5docker\u955c\u50cf":36,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":27,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":27,"\u7248\u672c\u5206\u652f":36,"\u7248\u672c\u53f7":36,"\u7248\u672c\u53f7rc":36,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":36,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":32,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":32,"\u751f\u6210\u6587\u6863":32,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":32,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":27,"\u7528":27,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":33,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":33,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":27,"\u7528\u6237\u901a\u8fc7c":33,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8ec":32,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":27,"\u7531\u4e8epypi":36,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":27,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u7684\u5934\u6587\u4ef6":32,"\u7684\u63a5\u53e3\u6837\u5f0f":32,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":32,"\u7684\u7f29\u5199":27,"\u7684\u89c4\u8303":32,"\u7684\u89d2\u5ea6":20,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":27,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":32,"\u76ee\u5f55\u4e0b":33,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":32,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":33,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":32,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":32,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":36,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":36,"\u7b2c\u4e8c\u4e2a\u4e3a":36,"\u7b49":33,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":33,"\u7b49\u6587\u4ef6":33,"\u7c7b\u4f3c":33,"\u7c7b\u540d\u548cc":32,"\u7c7b\u578b":32,"\u7ea2\u697c\u68a6":61,"\u7ed3\u8bba":32,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":32,"\u7f16\u8bd1\u578b\u8bed\u8a00":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":36,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":36,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":36,"\u7f16\u8bd1c":33,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":36,"\u7f16\u8bd1ubuntu\u7684deb\u5305":36,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":33,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":32,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":33,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":27,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":32,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":32,"\u800c\u5bf9\u4e8egolang":32,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":32,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":33,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":32,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":33,"\u826f\u597d\u7684\u6587\u6863":32,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":33,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":32,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":32,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":33,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":36,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":36,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":36,"\u8bbe\u7f6e":33,"\u8bc6\u522b\u6570\u5b57":36,"\u8bcd\u5411\u91cf":36,"\u8be6\u7ec6\u8bbe\u8ba1":27,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":36,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":33,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":36,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":33,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":33,"\u8fd9\u4e09\u4e2a\u5206\u652f":36,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":33,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":33,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":33,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":32,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":32,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":33,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":33,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":33,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":33,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\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":20,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":32,"\u8fd9\u662f\u56e0\u4e3a":32,"\u8fd9\u6837":33,"\u8fd9\u6837\u4fdd\u8bc1":36,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":27,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":32,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":36,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":27,"\u901a\u5e38":33,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":33,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":27,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":36,"\u90a3\u4e48":33,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":32,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":27,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":32,"\u91cd\u547d\u540d\u6210":32,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":32,"\u9519\u8bef\u5904\u7406":32,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":32,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":32,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":33,"\u9700\u8981":20,"\u9700\u8981\u4fee\u6539build":36,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":27,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":33,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":36,"\u9700\u8981\u5f15\u7528":33,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":32,"\u9700\u8981\u6ce8\u610f\u7684\u662f":36,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":33,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":36,"\u9ed8\u8ba4256k":27,"\ufb01xed":71,"abstract":[37,48,53],"api\u4e2d\u4f7f\u7528":32,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":33,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":33,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":33,"api\u63a5\u53e3":27,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":33,"api\u65f6":33,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":33,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":33,"api\u66b4\u9732\u7684\u7c7b\u578b":33,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":33,"api\u7684\u5b9e\u4f8b":33,"api\u7684\u5b9e\u73b0\u7ec6\u8282":33,"api\u7684\u63a5\u53e3":33,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":33,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":33,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":33,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":36,"boolean":[8,28,31,32],"break":[17,66],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":36,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":36,"byte":27,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":32,"c\u6709\u6807\u51c6\u7684abi":32,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":32,"case":[8,21,33,35,39,41,45,48,50,54,56,62,66],"char":[23,68],"class":[4,5,6,7,8,10,11,12,14,15,29,30,32,37,38,52,63,70],"const":[21,23,34,37,38,48],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":33,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":33,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":33,"core\u6982\u5ff5":33,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":36,"deb\u5305\u7f16\u8bd1\u95ee\u9898":36,"default":[2,6,7,8,9,11,12,14,15,17,31,37,38,41,46,51,53,55,56,57,66,68,70,71],"enum":[21,23,38],"export":[40,63],"final":[8,9,16,39,40,47,48,70],"float":[2,6,7,8,10,12,38,39,48,50,55,61,64],"function":[2,4,8,9,10,12,15,18,22,23,24,26,30,34,35,37,38,39,45,48,50,51,53,62,63,66,69,70,71],"golang\u53ef\u4ee5\u4f7f\u7528":32,"golang\u7684":32,"h\u5e76\u4e0d\u56f0\u96be":32,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[2,4,7,8,15,17,31,37,39,45,50,56,61,62,63,64,66,70,71],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":27,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[2,6,7,8,9,12,21,22,23,26,32,33,35,38,48,55,66,69],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":32,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":36,"long":[1,8,9,12,41,50,69,70],"model\u505a\u5206\u652f\u7ba1\u7406":36,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[2,8,12,17,18,21,22,23,24,25,35,38,46,47,49,56,57,62,66,69,70],"note\u7684\u4e66\u5199":36,"null":[8,48,53],"org\u76ee\u524d\u9075\u5faa":36,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":32,"paddle\u4f7f\u7528git":36,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":32,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":32,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":36,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":36,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":36,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":36,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":32,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":33,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":32,"paddle\u7684c":33,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":33,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":32,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":33,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":32,"paddle_\u7c7b\u578b\u540d":33,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":33,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":36,"patch\u53f7\u52a0\u4e00":36,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":27,"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":27,"pfsserver\u63d0\u4f9brest":27,"public":[12,29,37,38,48,51,56,57,70],"py\u4e2d":36,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":36,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":36,"return":[2,6,7,8,9,11,12,14,15,16,20,21,23,26,29,31,37,38,39,45,48,56,62,64,66,67,68,71],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"short":[8,9,37,39,68,69,70],"static":[14,23,33,37,38,56],"super":48,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":32,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":32,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"swig\u76f4\u63a5\u8bfb\u53d6c":32,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":32,"switch":[33,56,70],"tag\u4e3a":36,"throw":[16,56],"true":[2,6,7,8,9,11,12,14,15,21,31,35,38,39,45,48,53,55,56,64,68,69,70,71],"try":[10,17,18,21,22,23,35,37,46,50,62],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":33,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":36,"var":[16,29,30,31],"void":[21,23,29,32,33,38,48],"wheel\u5305":36,"while":[1,2,6,12,25,34,35,37,41,45,53,62,66,70,71],AGE:[56,57],AND:68,ARE:68,AWS:[20,49,58,59],Age:67,And:[2,7,8,10,12,14,21,25,26,35,37,45,55,56,57,61,64,68,70,71],But:[2,8,9,12,16,29,37],EOS:8,For:[1,2,7,8,10,12,14,15,22,23,24,26,29,30,34,35,38,39,40,41,45,47,48,50,51,52,53,55,61,63,64,66,70,71],Going:70,Has:2,IDE:46,IDs:[12,25,66],Ids:66,Into:56,Its:[2,31,45,56,68],NMS:8,Not:[15,18,51],ONE:2,One:[7,9,14,16,25,37,45,48,53,62,66,70,71],Ops:38,PFS:27,QoS:57,THE:2,TLS:[15,27,56],That:[8,12,35,41,53,55],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,17,18,22,24,25,26,28,33,35,37,38,39,40,41,42,45,46,47,48,50,51,53,55,56,57,61,62,63,64,66,67,68,69,70,71],Their:[2,8,18],Then:[4,8,29,40,41,45,47,48,50,56,57,61,63,68,69,70],There:[7,8,12,14,15,17,18,23,25,26,28,34,37,39,41,50,56,62,63,64,65,66,68,71],These:[7,30,38,51,55,63,69],USE:68,USING:68,Use:[2,7,12,15,28,35,41,48,50,53,54,56,68],Used:9,Useful:2,Using:[18,37,46,57,70],VMs:46,VPS:56,WITH:47,Will:[12,14],With:[2,8,9,39,62,69],YES:26,Yes:[41,46],___fc_layer_0__:56,__doc__:38,__file__:26,__gradient_machines__:14,__impl__:38,__init__:48,__main__:64,__meta__:68,__name__:64,__param_conf__:14,__rnn_step__:45,__tmp_params__:14,_binari:17,_error:62,_librari:17,_link:9,_proj:8,_res2_1_branch1_bn:64,_source_language_embed:[45,61],_target_language_embed:[45,61],_test:17,aaaaa:20,aaaaaaaaaaaaa:56,abc:8,abl:[8,15,62,70],about:[4,8,9,17,26,28,37,38,39,50,52,53,56,69,70,71],abov:[2,4,7,8,15,17,18,22,29,30,38,39,41,46,47,50,56,57,62,64,66,69],abs:[8,9,16,62],abs_numeric_grad:16,absolut:[1,51],academ:67,acceler:[19,55],accept:[2,4,6,8,12,15,35,66,69],acceptor:69,access:[1,8,9,15,17,22,25,26,45,71],accessmod:56,accident:67,accomplish:41,accord:[1,2,7,8,16,23,30,51,52,53,55],accordingli:[4,7,8,48],accordingto:69,accrod:9,accrodingli:21,accumul:[18,23],accur:[16,25],accuraci:[7,48,66,67,70],achiev:[50,63],ack:53,acl:70,aclimdb:70,across:[8,12],act:[8,9,39,45,66],act_output:38,act_typ:66,action:[56,67],activ:[4,9,13,17,38,39,40,45,48,53,66,70],activi:9,actual:[2,21,38,39],adadelta:66,adagrad:66,adam:[15,23,66,70,71],adamax:66,adamoptim:[61,66,70,71],adapt:[7,10,14,39,70,71],add:[2,8,9,12,16,17,21,25,29,31,37,39,40,46,47,48,50,55,66,68],add_depend:17,add_execut:17,add_input:48,add_test:[17,48],add_to:8,add_unittest_without_exec:48,addattr:38,addbia:48,addcom:38,added:[2,7,14,47,48],adding:64,addinput:38,addit:[8,9,41,66],addop:29,addr:18,address:[18,23,41,50,53],addrow:48,addtion:51,addtolay:8,addtyp:38,adject:70,adjust:39,admin:67,administr:[25,46],adopt:69,advanc:[16,45,50,53],advantag:[16,70],adventur:67,adverb:70,adversari:35,advic:50,affect:8,afford:22,afi:2,aforement:[17,51],after:[8,9,12,17,22,23,25,28,34,40,41,45,47,48,51,53,55,56,57,62,63,64,66,68,69,70,71],again:[15,18,50],against:56,age:[12,68],agg_level:8,aggreg:56,ago:17,aid:50,aim:[70,71],aircraft:71,airplan:63,aistat:8,alex:[8,70],alexnet_pass1:55,alexnet_pass2:55,algorithm:[8,10,22,39,45,61,63,70,71],alia:[5,6,8],align:[8,9,12,71],all:[2,6,7,8,10,14,15,17,18,21,23,25,26,28,30,33,38,39,41,45,46,47,48,50,51,52,53,55,56,57,61,62,64,66,67,68,69,70,71],alloc:[6,23,26,48,55],allow:[15,23,41,47,48,50,53,56,66],allow_only_one_model_on_one_gpu:[52,53,55],almost:[39,46,51,61],along:70,alpha:17,alreadi:[17,18,37,41,50,51,53,56,57,70],alreali:[52,71],also:[1,2,8,9,12,15,17,21,24,29,30,34,35,37,38,40,41,45,46,48,50,51,57,62,63,64,66,69,70],although:39,alwai:[4,8,9,14,17,35,39,53,56,71],amaz:63,amazon:[56,57,66,70],amazonaw:56,amazonec2fullaccess:56,amazonelasticfilesystemfullaccess:56,amazonroute53domainsfullaccess:56,amazonroute53fullaccess:56,amazons3fullaccess:56,amazonvpcfullaccess:56,ambigu:[35,69],amd64:[40,56],american:63,among:[56,70],amount:[50,70],analysi:[39,50,65,69],analyz:[66,70],andd:56,ani:[1,2,8,9,12,15,17,18,23,25,26,35,46,50,56,66,68,71],anim:67,annot:69,annual:69,anoth:[2,8,14,15,26,37,38,41,46,53,56,69,70],ans:56,answer:[39,56,69],anyth:[12,35,47,56,69],api:[12,14,15,17,23,24,26,27,29,34,36,40,48,50,56,60,62,66,68,70],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:68,api_trainer_config_helpers_lay:45,api_trainer_config_helpers_layers_context_project:68,api_trainer_config_helpers_layers_cos_sim:68,api_trainer_config_helpers_layers_data_lay:68,api_trainer_config_helpers_layers_embedding_lay:68,api_trainer_config_helpers_layers_fc_lay:68,api_trainer_config_helpers_layers_pooling_lay:68,apiserv:56,apivers:[56,57],apo:71,appar:71,appear:[30,69],append:[2,14,35,45,48,51],append_gradient_machin:14,appleclang:40,appleyard:50,appli:[8,30,37,45,48,63,66],applic:[30,41,50,56,57,70],applyl1:21,appreci:[47,70],approach:[8,34],apt:[40,63],arbitrari:8,architectur:[61,69,70,71],architecur:70,archiv:[12,32,33],arg:[2,7,9,38,39,52,62,63,64,66,69,70],arg_nam:8,argu:69,argument:[2,4,8,12,21,22,34,45,48,53,54,61,62,63,64,68,69,70,71],argv:64,arn:56,around:[2,8,25,56],arrai:[4,6,8,12,14,23,30,35,39,64],art:[39,69],articl:[30,46,47,51,57],artifact:56,artifici:62,artist:67,arxiv:[8,9,62,70],as_row_vector:8,ask:[18,25,46],aspect:70,assign:[7,8,22,53,56],associ:[34,69,70,71],assum:[7,8,45,55,61],assur:1,astyp:[35,62],asyc:18,async:[18,52],async_count:53,async_lagged_grad_discard_ratio:53,async_lagged_ratio_default:[52,53],async_lagged_ratio_min:[52,53],asynchron:[18,53],atla:40,atlas_root:40,attenion:9,attent:[8,9,41,71],attitud:70,attr1:8,attr2:8,attr:[6,8,9,38,45],attr_map:38,attribut:[2,8,9,13,37,38,48,61,69],attrproto:38,attrtyp:38,attrvalu:38,auc:52,aucvalidationlay:53,authent:56,author:[27,56,64],authorized_kei:51,auto:[21,32,37,48,50,65,68],autom:[56,71],automak:40,automat:[8,15,23,29,38,40,41,45,47,48,51,52,53,56,68,69,71],automaticli:8,automobil:63,avail:[18,23,40,56],averag:[7,8,11,22,53,64,66,68,69,70,71],average_test_period:[52,53,69],average_window:70,averagepool:8,avg:[50,66],avgcost:[66,68,70,71],avgpool:[8,66],avoid:[16,18,34,50],avx:[40,41,47],await:57,awar:[15,41,46,56],aws:27,aws_account_id:56,awsaccountid:56,awskeymanagementservicepowerus:56,b2t:61,b363:57,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:57,ba5f:56,back:[2,18,41],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,21,23,34,45,48,53,55],backward_first:45,backward_op:16,backwardactiv:48,bag:[66,70],baidu:[39,57,61],baik:61,balanc:[53,56,62],balasubramanyan:70,bank:69,bardward:9,bare:57,barrier:53,barrierstatset:50,base:[7,8,11,12,15,22,39,45,46,48,50,51,53,56,61,62,66,68,70,71],baseactiv:9,baseev:14,basematrix:48,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[41,46,47,56,57],bashrc:40,basic:[2,8,14,41,47,48,66,67,70],batch:[2,8,9,10,12,14,15,18,20,21,48,51,53,56,57,62,63,64,66,68,69,70,71],batch_0:64,batch_id:14,batch_norm_lay:9,batch_norm_typ:8,batch_read:[20,35],batch_siz:[2,12,39,51,61,62,63,66,68,70,71],batchsiz:[8,48],bazel:17,bbbbb:20,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:36,beam:[8,45,53,69,71],beam_gen:[8,45],beam_search:[14,45],beam_siz:[8,45,52,53,55],beamsiz:71,becaus:[4,7,8,12,15,16,17,18,23,34,35,37,45,46,48,55,56,63,66,69],becom:[37,50],been:[2,17,22,40,46,63,66,69,70,71],befor:[4,8,9,18,25,28,30,34,35,41,47,51,56,63,70,71],begin:[4,7,8,21,23,28,30,48],beginiter:[14,15],beginn:45,beginpass:[14,15],begintrain:15,behavior:50,being:[25,35,62],belong:[8,37,71],below:[2,8,18,23,34,35,45,48,50,51,56,62,63,66,68],benefit:[9,25,26],bengio:8,bertolami:70,besid:[1,8,12,71],best:[8,17,40,41,46,53,66,68,70,71],best_model_path:69,besteffort:57,beta1:10,beta2:10,beta:64,better:[8,9,17,39,51,56,62,68],between:[7,8,10,14,17,18,23,33,34,37,39,56,62,66,67,70,71],bgr:64,bi_gru:9,bi_lstm:9,bia:[8,9,10,45,48,64],bias:[8,48],bias_attr:[8,9,39,45],bias_param_attr:9,biases_:48,biasparameter_:48,biassiz:48,bidi:57,bidirect:[8,9,45,69,71],bidirectional_lstm_net:70,big:50,bigger:18,biggest:70,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:50,bin:[40,41,51,56,57,68],binari:[2,7,8,12,17,26,46,50,56,61,66,70],bind:[29,37],bird:63,bison:40,bit:66,bitext:71,bla:40,blank:[8,56],block:[8,19,21,23,31,39,48,50,53,64,70],block_i:8,block_x:8,blockdesc:30,blog:70,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:70,book:[12,45],bool:[2,6,7,8,9,11,12,14,38,48,53,55,66,70],boot:[8,45],boot_bia:8,boot_bias_active_typ:8,boot_lay:45,boot_with_const_id:8,bootstrap:40,bos_id:[8,45],both:[5,6,8,9,15,17,18,25,41,45,48,50,56,62,64,66],bottleneck:[50,64],bottom:[14,70],bound:8,boundri:7,bow:[66,70],box:[8,50],brace:30,brain:25,branch:[8,15,17,31,36],breadth:[53,71],brendan:70,brew:40,brief:[17,23],briefli:50,broadcast:18,broken:47,brought:47,brows:41,browser:[41,56],bryan:70,bsd:46,bucket_nam:56,buf:21,buf_siz:12,buffer:[2,12,21,35,37,53],buffer_s:12,buffered_read:35,bug:[47,56],bui:70,build:[8,12,17,26,30,36,38,39,41,43,49,53,56,58,59,61,63,64,66,68,70,71],build_dict:12,built:[17,38,40,41,46,62,69],bunch:[50,66],bunk:70,button:[47,56],c11:32,c703c041:47,c99:33,c99e:56,cach:[66,69],cache_pass_in_mem:[2,66,69],cachetyp:[2,66,69],calc_batch_s:[2,69],calcul:[2,7,8,9,10,16,18,23,45,48,50,53,55,62,68],call:[2,7,8,9,15,16,21,22,23,24,26,30,37,38,39,41,45,46,47,48,50,53,56,63,64,66,70,71],callabl:[2,6,8,12],callback:48,caller:56,caltech:63,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,21,22,25,26,29,30,31,34,35,38,39,40,41,45,46,47,48,50,51,52,53,55,56,57,61,62,63,64,66,68,69,70,71],can_over_batch_s:[2,69],cancel:[25,47],candid:8,cannot:[37,48],caoi:71,capabl:[40,70],capac:56,capi:32,capi_prvi:33,caption:[39,71],captur:[39,51],card:51,care:[9,26,35,52,53,67],carefulli:[51,53,64],caret:14,cast_to_op_attr:38,cat:[41,63,64,70],categor:69,categori:[8,12,18,66,70],categorig:12,categoryfil:57,caus:[18,28],caution:[56,57],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:71,cclient:24,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,70],center:2,ceph:[20,57],cephf:[20,26,27],certain:[1,37,52,69],certif:[15,27,56],cffi:32,cfg:57,cgo:32,chain:[12,30,48],challeng:[8,18],chanc:[15,48,66],chang:[8,12,17,22,26,34,35,37,39,41,45,47,48,50,53,56,66,70],channel:[8,9,50,51,64],channl:[51,64],charact:[66,68],character:39,characterist:[55,63],check:[2,12,17,39,40,41,47,53,55,56,67],check_align:12,check_attr:38,check_eq:48,check_fail_continu:2,check_grad:16,check_l:48,check_sparse_distribution_batch:[52,53],check_sparse_distribution_in_pserv:[52,53],check_sparse_distribution_ratio:[52,53],check_sparse_distribution_unbalance_degre:[52,53],checkgrad:53,checkgrad_ep:53,checkout:47,checksum:27,children:67,china:41,chines:65,chmod:[40,56],choic:[17,41,67],choos:[46,53,66,68],chosen:[1,67,71],chunk:[22,27,62,69],chunk_schem:7,chunktyp:7,cifar:[62,63],cifar_vgg_model:63,circl:30,claim:56,claimnam:56,clang:[32,40,41,47],clarifi:7,class1:70,class2:70,class_dim:70,classfic:[64,70],classfiic:63,classic:[8,39],classif:[2,4,8,30,55,64,65,66,70,71],classifc:70,classifi:[8,62,63,64,66,70],classification_cost:[63,66],classification_error_evalu:[7,62,66,70,71],classification_evalu:7,claster:56,clean:[4,17,34,46,47,68],clear:[7,16,17,34,37],clearer:34,clearli:37,cleric:67,cli:56,click:[47,50,56],client:[21,24],clip:[6,9,53,66,70],clock:8,clone:[8,40,41,46],close:[2,35,47],closer:39,cloud:[17,18,26,27,28],cloud_read:12,cls:66,cludform:56,cluster:[12,14,15,18,23,52,53,57,66,71],cluster_train:51,cm469:56,cmake3:40,cmake:[33,40,46,48,50],cmakelist:[17,48],cmatrix:[32,33],cmd:57,cna:8,cname:56,cnn:[8,57,64,66],coars:29,code:[2,4,8,12,15,17,25,29,30,34,35,38,39,40,41,42,45,48,49,50,51,56,57,62,66,67],coeff:8,coeffici:8,collabor:18,collect:[8,12,14,39,67],collectbia:48,colleg:67,color:[63,64],colour:12,column:[7,8,30,35,48,61,71],column_evalu:7,colunm:71,com:[8,9,12,17,30,40,41,46,47,56,57,64],combin:[7,8,9,12,14,37,62,68,70],come:70,comedi:67,comma:[14,23,53,61],command:[1,4,17,21,26,28,39,40,41,46,47,48,49,50,51,56,57,58,59,61,62,63,64,68,69,70],commandlin:[50,70],commenc:66,comment:[8,10,17,38,47,66,70],commit:17,commnun:51,common:[20,45,48,52],common_util:51,commonli:[28,45,50,55],commun:[18,23,24,48,51,56],compani:70,compar:[16,17,46,48,62,66],comparison:17,compat:[2,29],compet:70,competit:62,compil:[8,17,38,40,41,46,47,48],complaint:17,complet:[4,8,9,10,12,14,18,22,23,27,30,48,56,57,66],complex:[1,2,9,25,35,45,50,66],complic:[8,29],compon:48,compos:[12,15,29,62,69],composenotalign:12,composit:29,compress:22,compromis:46,comput:[8,9,15,16,18,37,39,40,41,45,46,48,50,55,56,66,68,69,70],computation:[8,45],conat:8,concat:[45,71],concaten:9,concept:[2,7,15,29,34,37,41,45],concern:15,concurr:[18,25],concurrentremoteparameterupdat:53,cond:31,condit:[8,22,45,51,57,71],conduct:50,conf:[4,8,51,61,62,64,71],conf_paddle_gradient_num:56,conf_paddle_n:56,conf_paddle_port:56,conf_paddle_ports_num:56,conf_paddle_ports_num_spars:56,confid:[8,70],confidence_threshold:8,config:[2,6,8,9,20,28,39,48,51,52,53,56,57,61,62,63,64,66,70,71],config_:[21,53],config_arg:[52,53,55,64,66,69,70],config_bas:[7,8,14],config_fil:69,config_gener:[51,68],config_lay:48,config_len:23,config_pars:[4,48],config_proto:23,configur:[0,1,2,4,8,14,21,23,25,26,39,44,46,48,50,53,61,63,64,70,71],confirm:28,conflict:[37,47],confront:71,congest:53,conll05st:69,conll:[12,69],connect:[1,9,26,39,48,56,57,62,63,64,66,68,70],connectionist:[8,70],connor:70,consequ:[8,9],consid:[7,8,10,40,41,46,50,55,63],consider:[2,9],consist:[7,8,12,22,35,38,63,64,66,69,71],consol:[50,56],constant:48,constraint:37,construct:[2,4,7,15,37,38,45],constructbackwardgraph:30,constructoptimizationgraph:30,constructor:[37,38,48],consum:[18,70],contact:25,contain:[2,7,8,9,11,12,14,15,22,34,37,38,42,45,46,47,51,56,63,64,66,67,70,71],containerport:56,contemporan:70,content:[23,28,57,69,70],content_len:23,context:[8,9,12,37,45,61,66,68,69,70,71],context_attr:9,context_len:[8,9,66],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,66],contibut:47,contin:56,continu:[2,7,18,53],contrast:[8,71],contribut:[42,46,49,70],control:[6,41,47,53,56,57,71],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:[15,38,51],convent:23,converg:[51,62,70],convert:[2,4,12,20,35,61,63,64,66,68],convlay:8,convolut:[8,9,12,62,64,68],convoper:8,convtran:8,convtranslay:8,cool:[2,47],coordin:[18,23],copi:[14,15,22,25,28,30,41,47,56,62,68],copy_shared_paramet:62,copytonumpymat:62,core:[2,6,33,34,46,53,71],coreo:56,corespond:69,corpora:71,corpu:[12,69],correct:[2,8,48,56],correctli:[7,12,48,62],correl:[39,63,70],correspoind:15,correspond:[2,4,15,17,31,38,39,47,48,63,67,69,70,71],corss_entropi:15,cos:[8,38],cosin:[8,38,68],cosineop:38,cosineopproto:38,cosineopprotomak:38,cost:[4,10,14,15,30,39,53,62,66,68,70,71],cost_id:8,could:[2,4,8,12,14,15,16,22,34,35,41,46,50,51,56,66,68],count:[7,18,26,35,50,53,55,57,61,68,69,70,71],counter:[18,22,30],coupl:39,cours:[7,26,46],coverag:40,coveral:40,coveralls_uploadpackag:40,cpickl:64,cpp:[16,21,29,32,33,34,47,48,50,66,68,71],cpu:[1,2,6,8,16,26,34,36,40,46,50,53,57,62,69,70,71],cpuinfo:41,cpusparsematrix:33,craftsman:67,crash:[18,50,51,53],crazi:51,creat:[4,6,8,12,14,15,16,18,23,27,28,29,30,34,39,40,41,46,48,51,53,61,62,63,71],create_bias_paramet:48,create_doc_str:38,create_ifelseop:31,create_ifop:31,create_input_paramet:48,create_oper:29,create_python_ops_creatation_funct:38,createargu:62,createfromconfigproto:[4,62],createop:38,createstack:56,creation:[29,56],creationd:56,creator:[12,20],credenti:28,credit:62,crf:69,crime:67,critic:70,crlf:47,crop:64,crop_siz:64,cross:[8,66,69],cross_entropi:[8,15,62],cross_entropy_with_selfnorm:8,crt:27,csc:48,cslm:71,csr:48,csv:67,ctc:7,ctc_evalu:7,ctest:[41,46,47],ctrl:[46,51,68],ctx:69,ctx_0:69,ctx_0_slot:69,ctx_n1:69,ctx_n1_slot:69,ctx_n2:69,ctx_n2_slot:69,ctx_p1:69,ctx_p1_slot:69,ctx_p2:69,ctx_p2_slot:69,cub:63,cuda:[17,40,41,46,50,51,53],cuda_dir:[52,53],cudaconfigurecal:50,cudadevicegetattribut:50,cudaeventcr:50,cudaeventcreatewithflag:50,cudafre:50,cudagetdevic:50,cudagetdevicecount:50,cudagetdeviceproperti:50,cudagetlasterror:50,cudahostalloc:50,cudalaunch:50,cudamalloc:50,cudamemcpi:50,cudaprofilerstart:50,cudaprofilerstop:50,cudaruntimegetvers:50,cudasetdevic:50,cudasetupargu:50,cudastreamcr:50,cudastreamcreatewithflag:50,cudastreamsynchron:50,cudeviceget:50,cudevicegetattribut:50,cudevicegetcount:50,cudevicegetnam:50,cudevicetotalmem:50,cudnn:[8,11,17,40,53],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[52,53],cudnn_convt:8,cudnn_dir:[52,53],cudrivergetvers:50,cuinit:50,cumul:8,curl:[40,56],curli:30,current:[2,8,17,18,21,23,34,37,39,41,45,46,47,48,51,53,56,66,70,71],current_word:45,currentcost:[66,68,70,71],currentev:[66,68,70,71],curv:[15,63,69],custom:[1,2,15,26,48,56,67,70],custom_batch_read:35,cutoff:12,cycl:18,cyclic:8,cython:32,d3e0:56,dai:71,daili:70,dalla:2,dan:69,danger:2,dangl:46,darwin:56,dat:[20,51,68],data:[0,1,2,4,7,9,10,14,15,16,20,21,22,27,30,34,37,38,40,41,45,48,50,51,52,53,55,58,64,67],data_batch_gen:62,data_dir:[61,63,70,71],data_fil:39,data_initialz:66,data_lay:[2,21,39,62,63,66,69],data_read:[12,35],data_reader_creator_random_imag:35,data_sourc:62,data_typ:[12,45],databas:[12,70],datacent:[20,28],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:8,dataprovid:[1,39,51,68,69],dataprovider_bow:66,dataprovider_emb:66,dataproviderconvert:4,datasci:8,dataset:[0,2,20,26,35,39,45,53,61,63,64,66,69,70],date:69,db_lstm:69,dcgan:62,dcmake_install_prefix:40,dead:18,deal:62,debian:41,debug:[2,16,28],decai:[10,63],decar:12,decayr:21,decent:22,decid:[15,25,35],declar:[8,68],decod:[8,9,45,69,71],decoder_boot:45,decoder_group_nam:45,decoder_input:45,decoder_mem:45,decoder_prev:9,decoder_s:45,decoder_st:[9,45],deconv:8,deconvolut:8,decor:[2,12,48],decreas:39,decrypt:56,deep:[8,25,30,39,41,43,50,62,63,64,66,69],deeper:[39,41,64],deer:63,def:[2,8,12,15,16,20,26,29,35,38,39,45,48,62,64,66,69],defalut:[8,53,55],default_devic:55,default_valu:[31,55],defect:34,defer:25,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,25,29,35,37,38,39,45,48,51,53,61,62,63,69],define_py_data_sources2:[2,39,63,64,66],defini:71,definit:[2,16,18,22,38,39,41,61,66,70],definiton:29,degre:8,delai:53,delar:66,delet:[26,27],deletestack:56,delimit:[7,67,68],delta:[8,16],delv:8,demand:18,demo:[8,12,51,57,58,61,62,63,64,65,66,67,68,69,70,71],demograph:67,demolish:57,demonstr:[39,45,62,68],denot:[55,66,67,69],dens:[2,8,12,23,24,48,56,66,68],dense_arrai:12,dense_vector:[2,4,12,39],dense_vector_sequ:12,dep:17,depend:[17,18,26,39,41,46,51,55,63,67],deploi:[8,51,55],deploy:[51,56],deprec:8,deriv:[5,15],desc:38,descent:[8,18],describ:[15,17,22,34,38,39,47,48,56,57,62,66,69],describestack:56,describestackev:56,describestackresourc:56,descript:[4,7,17,40,47,54,56,63,68],deseri:[14,34],desgin:30,design:[2,8,12,21,32,70],desir:[18,56,57,61],destin:[23,28],destruct:37,destructor:48,det_output:7,detail:[2,4,6,7,8,9,10,16,22,26,28,37,40,45,46,47,48,50,51,54,55,56,57,61,62,64,66,68,70,71],detect:[41,47],detection_evalu:7,detection_output:7,determin:[2,8,12,48,62],dev:[40,41,46,47,63,71],devel:40,develop:[17,34,36,40,52,53,71],deverlop:53,deviat:6,devic:[6,34,53,71],deviceid:55,devid:[8,53],dez:70,diagnos:51,diagram:64,dict:[2,7,12,14,66,68,70,71],dict_dim:70,dict_fil:[7,66,69],dict_siz:[12,21],dictionai:66,dictionari:[2,7,8,12,14,15,16,55,64,66,68,69,70,71],dictsiz:71,did:[2,34],diff:47,diff_mat:16,differ:[2,7,8,14,17,18,23,25,37,39,41,45,47,48,51,53,56,57,61,63,64,66,70,71],differenti:29,difficult:[7,16,39,46],dig:[41,50,56],digit:[2,8],dilat:8,dilation_i:8,dim:[8,12,21,48,61,64,66,70],dimens:[5,8,11,12,48,55,61,66,68,70],dimension:[2,39,45,48,62,66],dimenst:61,dimes:8,dir:[51,64,66,68,69,70,71],dirctori:41,direct:[8,9,41,64,69],directli:[1,2,9,17,24,26,34,38,39,41,51,57,70],directori:[1,8,17,20,25,27,28,40,41,46,47,50,51,53,57,63,64,66,68,69,70,71],diretcoti:64,dis_conf:62,dis_train:62,dis_training_machin:62,disabl:2,discard:[12,18,22,47,53],discount:8,discov:[18,69],discoveri:56,discrep:50,discrimin:62,discriminator_train:62,discuss:[15,22,23,24],disk:[46,57],dispatch:[34,51,53],displai:[26,28],disput:71,dist:36,dist_train:[15,26],distanc:7,distibut:61,distinguish:[17,51,62,71],distribut:[8,22,23,24,25,40,49,57,58,59,62,66,69],distribute_test:[52,53],distributedli:48,disucss:15,divid:[10,38,52,63,71],diy_beam_search_prob_so:[52,53],dmkl_root:40,dns:56,do_forward_backward:35,doc:[4,12,40,41,47,51],dockefil:46,docker:[36,42,47,56,58,59],docker_build:15,docker_push:15,dockerfil:[41,46,47],dockerhub:41,doctor:67,document:[2,4,9,16,27,30,40,46,47,55,63,66,68,69,70],documentari:[2,67],doe:[2,4,9,18,22,23,25,26,34,35,39,46,48,50,66,68,69],doesn:[6,8,12,15,35,46,47,50,57,71],dog:[63,64],doing:[21,25,30,50],domain:56,don:[9,15,17,29,30,35,39,46,56,70],done:[7,8,9,17,18,22,23,47,50,56,62,70],dopenblas_root:40,dot:[53,64,71],dot_period:[53,55,62,63,68,70,71],dotmuloper:8,dotmulproject:8,doubl:[2,8,30,40,53],down:[50,66],download:[12,17,18,21,25,27,41,62,63,66,69,70],download_cifar:63,downsampl:63,doxygen:[40,47],dozen:17,drama:67,drive:37,drop:[2,9],drop_rat:6,dropout:[6,9,48,66],dropout_r:8,drwxr:57,dst:23,dtoh:50,dtype:[4,39,64],dubai:71,due:[22,25,67],dummi:[14,22],duplic:67,durat:[22,50],dure:[1,2,8,9,18,22,25,26,39,48,52,53,56,66,68,69,71],durn:2,dwith_c_api:33,dwith_doc:40,dwith_profil:50,dwith_python:33,dwith_swig_pi:33,dwith_tim:50,dynam:[1,2,23,33,35,40,50,53],dynamic_cast:48,each:[1,2,4,7,8,9,11,12,14,16,17,18,21,22,23,25,26,30,31,34,35,37,38,39,41,45,47,48,51,53,55,56,61,63,64,66,67,68,69,70,71],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,eas:[12,35,64],easi:[16,35,41,48,51,66],easier:[15,35,46,48],easili:[15,35,37,39],echo:[41,68,70],edit:[7,41,46,56],editor:[41,46],edu:[12,56,57,63],educ:67,eeoi3ezpr86c:56,effect:[2,53,56],effici:[1,2,8,45,46,48],efg:8,efs:56,efs_dns_nam:56,efsvol:56,eight:69,either:[8,12,14,15,50,66,68],elb:56,elbapis:56,elec:66,electron:[57,66],elem_dim:8,element:[2,4,7,8,9,12,14,16,22,31,35,66,70,71],element_typ:23,elif:[15,38],elimin:69,els:[15,21,26,37,38,41,46,48,64,66],emac:[41,46],emailweixu:17,emb1:21,emb2:21,emb:[57,66],embed:[15,21,45,65,68,70],embedd:69,embedding_lay:[21,66],embedding_nam:[8,45],embedding_s:[8,45],emphas:50,empir:8,emplace_back:48,emploi:[38,45,67],empti:[7,12,18,39],emul:71,enabl:[2,6,8,17,22,46,50,51,53,56],enable_grad_shar:[52,53],enable_parallel_vector:53,enc_proj:[9,45],enc_seq:9,enc_vec:45,encapsul:23,encod:[9,22,45,71],encoded_proj:[9,45],encoded_sequ:[9,45],encoded_vector:45,encoder_last:8,encoder_s:45,encount:21,encrypt:56,encrypt_decrypt:56,end:[2,7,8,14,34,35,37,39,45,46,47,53,61,69,70,71],end_pass:15,end_po:8,enditer:[14,15],endpass:[14,15],endpoint:[12,20,56],endtrain:15,engin:[26,50,67],english:[2,8,71],enjoi:41,enough:[39,46],ensembl:9,ensur:[2,18,37,46,48],enter:[41,67],entir:[8,9,23,25,70],entiti:[7,37],entri:[12,22,26,46,48,56,67],entropi:[8,66,69],entry_point:26,enumer:[5,66],env:56,environ:[15,40,41,46,47,50,51,52,53,56,57,62,63,68],eol:47,eos_id:[8,45],epel:40,epoch:67,epsilon:10,equal:[8,9,18,53],equat:[7,8,9,10,41],equilibrium:62,equip:[40,45],equival:[8,15,38],error:[6,7,8,9,10,15,16,22,28,37,39,48,51,53,56,63,64,66,67,68,70,71],error_clipping_threshold:6,especi:[2,9,46,69],essenc:15,essenti:[8,15,40,69,71],estat:39,estim:[8,15],eta:57,etc:[7,12,35,37,41,51,52,55,56,70,71],etcd:[12,14,18,22,23,25],etcd_addr:23,etcd_endpoint:12,eth0:[51,56],ethternet:51,eval:[7,66,68,70,71],eval_bleu:71,evalu:[1,8,13,14,25,50,51,66,70,71],evaluate_difficult:7,evaluate_pass:70,evalut:[39,71],even:[15,35,46,50,53,70],evenli:[23,56],event:57,event_handl:[14,15],everi:[1,2,7,8,9,12,15,16,18,22,23,25,30,37,38,45,47,48,53,66,69,70,71],everyth:[39,47],everywher:46,evid:34,exactli:[2,8,9,41,56,69],exampl:[1,2,7,8,9,10,12,14,26,28,29,30,34,35,39,40,41,45,46,47,48,50,51,52,53,55,56,57,63,64,65,66,70,71],exceed:8,except:[2,8,12,25,30,55,61,70],exchang:34,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[41,53],execut:[17,18,22,26,46,48,50,56,67,69,70],exist:[15,18,28,35,38,46,48,53,56,67,70],exit:[23,28,53,57],expand:[48,69,70,71],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,50,70],expens:71,experi:55,expert:17,expir:18,explain:[2,7,18,29,30,51,62,70],explan:[8,16,26,37,40,66,71],explanatori:[39,41],explicit:48,explicitli:[2,15],exploit:63,explor:8,exponenti:5,expos:[24,41,56],express:[15,56,70],ext:8,extend:7,extens:[25,67,68,71],extent:33,extern:[2,17,32,33],external_librari:17,extra:[6,8,9,39],extra_lay:14,extraattr:[6,55],extraattribut:8,extraattributenon:8,extract:[7,8,34,56,63,69,70],extract_fea_c:64,extract_fea_pi:64,extract_para:61,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,50],extremli:1,f120da72:57,f7e3:56,fa0wx:57,fabric:51,face:17,facotr:8,fact:64,factor:[6,8,10],factori:32,fail:[2,18,22,53,55,57,63],failur:[18,23],fake:62,fake_imag:35,falloc:27,fals:[2,6,7,8,9,10,12,16,31,35,39,45,48,53,55,57,61,66,68,69,70,71],false_block:31,false_label:35,false_read:35,famili:71,familiar:[2,39],fanscin:2,fantasi:67,fantast:66,farmer:67,fascinatingli:1,fast:[8,22,50],faster:[8,9,18,45,50,70],fault:[14,22],favorit:46,favourit:41,fbd1f2bb71f4:57,fc1:[48,55],fc2:55,fc3:55,fc4:55,fc8a365:56,fc8a:56,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[38,39,48,55,66,68],fc_layer_nam:9,fc_mat:14,fc_op:38,fc_output:38,fc_param_attr:9,fclayer:48,fcop:29,fdata:69,fea:64,fea_output:64,feat:70,featur:[2,5,8,12,47,53,63,66,70,71],feature_map:68,feed:[9,14,15,30,39,70],feeder:12,feedforward:63,femal:67,fernan:70,festiv:2,fetch:[12,18,21,45,47,48],few:[2,17,18,35,41,46],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,38,50,56],fifth:30,figur:[15,17,45,48,50,61,62,63,64,69,70,71],file1:71,file2:71,file:[1,2,4,7,8,12,14,15,17,18,20,22,23,25,26,27,28,33,35,39,40,41,45,46,47,48,51,53,61,63,64,69,70,71],file_list:2,file_nam:[2,39,64,66,69],filenam:[2,20,68],fileoffset:27,filer:8,filesystem:[25,26,27,41,56],fill:[8,18,22,56,66],film:67,filter:[8,9,64],filter_s:[8,9],filter_size_i:8,finali:51,find:[8,10,18,25,37,41,50,63,70,71],find_var:16,findvar:37,fine:[6,22,29,68],fingerprint:56,finish:[2,18,22,25,26,38,41,51,56,57,63],finit:48,first:[2,8,14,15,18,22,25,26,28,30,38,39,41,45,46,47,48,50,53,55,56,61,62,63,64,66,68,69,70,71],first_seq:45,firstli:[7,8],firstn:12,firstseen:57,fit:[1,12,47],five:[50,66],fix:[2,6,32,47,71],flag:[12,53,62,63,69],flexiabl:35,flexibl:[1,8,9,15,23,30,45],flight:71,float32:[4,12,29,35,39,62,64],floor:8,flow:[36,47],fly:[39,66],fnt03:56,focu:[2,50],folder:[17,20,26,28,40,56,63,70,71],follow:[1,2,7,8,9,10,12,14,15,16,17,18,22,26,29,30,35,37,38,40,41,45,46,47,48,50,51,55,56,57,58,59,61,62,63,64,66,67,68,69,70,71],fool:62,forbid:15,force_load:32,forecast:70,forget:[10,15,70],fork:8,form:[1,2,8,9,10,50,69],format:[1,2,7,12,14,16,22,39,47,48,53,56,61,63,67,68,70],former:[15,17,71],formula:[8,9,16],formular:8,forward:[5,8,9,16,21,23,34,45,48,55,62,69,70],forward_op:16,forwardactiv:48,forwardtest:4,found:[2,4,8,37,40,45,62,63,66,70],four:[2,7,30,61,64,66,68,69,70],frame:7,framework:[15,37,38,48,64,66,70],free:[12,71],french:71,frequenc:[12,50,61,66,70],frequent:[22,35,51,71],fresh:25,friend:37,frog:63,from:[2,4,7,8,9,12,14,16,17,18,20,21,22,23,28,29,30,34,35,37,39,41,45,47,48,49,50,51,53,55,56,57,61,62,63,64,66,67,68,69,70,71],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[35,39,64],fulfil:50,full:[8,18,25,41,45,48],full_matrix_project:[9,45],fulli:[39,47,48,50,62,63,64,66,68,70],fullmatrixproject:8,fullsiz:21,fully_matrix_project:9,fullyconnect:61,fullyconnectedlay:48,func:[12,22],funciton:9,functor:29,fundament:39,further:[8,38],futur:[8,25],fvs:38,gain:8,game:62,gamma:64,gan:15,gan_train:62,gangliao:17,gap:53,gate:[8,9,70],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,34,48],gauss:6,gaussian:62,gcc:[32,40,41,46],gcreators_:38,gen:[8,71],gen_conf:[62,71],gen_data:71,gen_result:71,gen_train:62,gen_training_machin:62,gender:[12,67,68],gener:[1,2,4,7,8,9,12,14,15,17,18,20,22,23,25,29,35,38,39,40,41,47,50,51,53,55,56,61,64,65,66,68,70],generated_word_embed:8,generatedinput:[8,45],generator_conf:62,generator_machin:62,generator_train:62,genert:2,genr:[67,68],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,22,23,25,26,27,37,38,39,40,45,48,50,51,56,60,63,64,66,68,69,70],get_all_op_proto:38,get_batch_s:69,get_best_pass:70,get_config_arg:[55,66,70],get_data:[57,66,69],get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:70,get_input_lay:48,get_mnist_data:62,get_model:64,get_movie_title_dict:12,get_nois:62,get_numeric_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:62,get_word_dict:12,getbatchs:48,getenv:[15,26],getinput:48,getinputgrad:48,getinputvalu:48,getmat:21,getoptconfig:21,getoutputgrad:48,getoutputvalu:48,getparam:21,getparameterconfig:21,getparameterptr:48,getparameterspars:21,getparametersremot:21,getsiz:48,getslotvalu:62,gettask:22,gettempl:56,gettranspos:48,getw:48,getweight:48,getwgrad:48,gfortran:40,gildea:69,gist:9,git:[36,40,41,46,47],github:[9,17,30,40,41,46,64],give:[2,18,39,41,46,48,50,56,66],given:[2,8,12,14,23,25,29,35,48,53,62,66,69,70,71],glide:17,global:[2,6,15,17,18,34,37,38,46,50,53,56,70],global_learning_r:6,globalstat:50,globalstatinfo:50,globe:2,go1:40,go_librari:17,go_test:17,goal:[30,50,69],gob:22,godep:17,godoc:32,goe:[8,9,18,37,39],going:[29,66,70],golang:[17,40],good:[8,35,50,70,71],goodfellow13:8,googl:15,googleapi:[40,56],gopath:40,goroot:40,got:37,gpg2:56,gpg:56,gprotos_:38,gpu:[1,2,6,8,11,16,26,34,36,40,46,47,49,51,62,63,64,68,69,70,71],gpu_id:[53,55,62],gpugpu_id:52,grab:[18,70],grad:[16,23,53,67],grad_share_block_num:[52,53],grad_var_nam:16,gradient:[6,7,8,10,14,18,22,30,34,53,66,70],gradient_clipping_threshold:[6,66,70],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,33],gradientmachin:[4,14,33,34,62,68,71],gradientmachine_:21,gradual:[39,50],grai:63,grain:29,gram:[61,70],grandient:14,grant:56,graph:[8,14,17,18,61],graphviz:64,grave:70,grayscal:2,greater:8,grep:[41,70],groudtruth:45,ground:[7,8,66,71],group:[9,22,70],group_input1:45,group_input2:45,group_input:45,grouplen:[12,67],gru:[8,45,66,71],gru_bias_attr:9,gru_decod:45,gru_decoder_with_attent:45,gru_encoder_decod:[61,71],gru_layer_attr:9,gru_memori:9,gru_siz:66,gru_step:45,gru_step_lay:9,grumemori:[9,45],gserver:[8,48],gsizex:50,guarante:48,guard:21,guess:[39,70],guest:46,gui:50,guid:[27,42,45,47,48,50,56,57,61,63,70,71],guidenc:39,gur_group:9,gzip:[22,57],hack:[42,51],had:46,hadoop:15,half:56,hand:[67,68,70],handi:17,handl:[12,15,26,34,35,37,51,68,70],handler:14,handwrit:[2,70],happen:[22,38],hard:[46,56,66],hardwar:[41,46,50],has:[2,4,7,8,9,10,12,15,16,17,18,22,23,25,31,38,41,45,46,48,50,56,57,61,63,66,67,68,69,70,71],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,22,23,25,26,29,30,31,34,35,37,39,40,41,45,46,47,48,50,51,53,55,56,61,63,66,67,68,70,71],haven:46,hdf:[1,20],head:[47,61,70],header:[23,33,39,48,61,64],health:67,heard:46,heavi:51,height:[8,12,32,35,48,63],held:18,hello:15,help:[2,4,28,46,47,51],helper:[8,9,48],henc:37,here:[2,4,6,7,8,9,12,15,17,18,24,28,30,35,38,39,40,45,51,52,55,56,57,61,63,64,65,66,67,68,69,70,71],heurist:[8,53,71],hidden:[8,9,45,56,66,70],hidden_s:9,hierarch:[8,45],high:[6,48,62],higher:[1,29],highest:[12,71],highli:[1,2,12,45,55,68,70],him:15,hint:39,histor:[29,70],hl_get_sync_flag:48,hold:[15,18,22,24,37,38,56],home:[20,28,40,51,56,57],homemak:67,honor:22,hook:[2,6,69],hookattr:6,hookattribut:6,horizont:[8,64],horror:67,hors:63,horst:70,host:[17,26,40,41,51,56,57],hostnam:[51,56],hostpath:57,hostport:56,hot:68,hour:[46,71],hous:[2,12,39,61],how:[1,2,6,8,15,18,22,28,29,34,38,39,45,46,51,53,56,57,60,63,64,66,68],howev:[2,8,9,25,34,35,38,39,45,52,53,56,70,71],hpp:32,html:[12,41,63],htod:50,http:[8,9,12,17,26,30,40,41,46,47,56,57,62,63,64,71],huber:8,huge:[8,47],huina:70,human:[8,71],hyper:[8,48],hyperplan:12,i0601:68,i0706:71,i0719:71,i1117:50,iamfullaccess:56,iamusersshkei:56,ib0:51,ics:12,icwsm:70,id_input:7,idea:[8,17,35],ident:[39,41,56,67],identifi:48,identityoffsetproject:8,identityproject:8,ids:[7,8,48,66,68],idx:[22,48],ieee:70,ies:28,ifelseop:31,ifop:31,ight:8,ignor:[2,8,53,61],ijcnlp:70,illustr:[2,7,18,23,29,45,48,50,66],ilsvrc:64,imag:[2,11,12,15,30,35,39,42,46,47,55,56,58,59,62,64,65,71],image_a:35,image_b:35,image_classif:63,image_fil:35,image_lay:35,image_list_provid:64,image_nam:15,image_path:35,image_provid:63,image_reader_cr:35,image_s:64,imagenet:[8,20,65],imagepullpolici:56,imageri:8,images_reader_cr:35,imagin:30,imdb:67,imdber:70,img:[2,8,63],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:63,imgsiz:50,imgsizei:50,imgsizex:50,immedi:56,immutable_paramet:15,implement:[2,8,9,10,12,22,23,24,25,26,29,32,33,34,37,38,45,66,69],implemet:21,impli:17,improv:[8,50,56,70,71],inarg:21,inbound:56,includ:[1,2,7,8,9,12,15,17,23,26,32,33,38,40,41,45,46,47,48,50,53,56,57,61,66,67,69,71],inconsist:67,incorpor:8,incorrect:8,increas:[18,22,53,71],increment:[30,53],incupd:48,inde:[12,35,41],independ:[8,16,23,37,66],index:[2,7,8,11,12,14,16,18,22,51,56,68],indexslot:[8,69],indic:[2,7,8,23,39,51,56,69],individu:[18,39,56],industri:18,ineffici:34,infer:[0,15,18,32,40],inferior:25,infiniband:51,info:[7,8,12,48,51],inform:[4,8,12,14,26,28,37,48,50,53,56,67,68,69,70,71],infrastructur:[56,62],ingor:53,ininst:15,init:[6,14,48,55,56,62,66,69],init_from_tar:14,init_hook:[66,69],init_model_path:[52,53,55,61,66,69],initi:[2,4,6,8,9,12,14,17,22,30,38,45,48,53,61,62,66,69],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initpaddl:[4,62],inlcud:9,inlin:56,inner:48,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input1:[8,9],input2:8,input:[2,4,5,7,8,9,11,12,14,16,21,25,29,30,31,34,35,37,38,39,45,48,55,61,62,63,64,66,68,69,70,71],input_conf:8,input_data:48,input_data_target:48,input_featur:5,input_fil:[39,69],input_hassub_sequence_data:48,input_id:8,input_imag:[9,63],input_index:48,input_label:48,input_lay:48,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seq:8,input_sequence_data:48,input_sequence_label:48,input_sparse_float_value_data:48,input_sparse_non_value_data:48,input_t:48,input_to_check:16,input_typ:[39,66],input_valu:16,input_var:16,inputbuff:21,inputdef:48,inputlayers_:48,inputs_to_check:16,inputtyp:[2,12],insert:47,insid:[7,8,18,34,35,41,56],inspect:47,inspir:61,instal:[8,26,36,41,43,46,47,51,57,63,64,68,69,70],instanc:[8,16,18,20,24,31,45,48,50,53,69],instance_ip:56,instanti:18,instead:[8,9,11,17,21,26,30,35,41,46,51,66,71],instruct:[30,41,46,50,66],int32:53,int64:27,integ:[2,7,8,12,22,26,32,48,66,70],integer_valu:[2,12,66],integer_value_sequ:[2,12,45,66,69],integr:[7,40,69],inter:[8,51],interact:[41,56],intercept:8,interchang:30,interest:[50,70],interfac:[0,4,6,8,9,14,22,26,28,34,51,56,63,68,70],interg:66,intergr:8,intermedi:[28,46,69],intern:[8,9,14,56],internet:[17,18,70],interpret:[2,7,40,50],interv:[8,70],intrins:40,introduc:[2,8,18,37,38,57,68,70],introduct:[3,62],introductori:46,intuit:25,invalid:[35,37],invari:63,invoc:[17,29],invok:[2,8,14,34,38,46,50,56],involv:62,iob:7,ioe:7,ips:56,ipt:[8,38,45],ipython:15,is_discriminator_train:62,is_gener:[61,62,71],is_generator_train:62,is_kei:68,is_loc:14,is_predict:[66,70],is_seq:[8,45],is_sequ:68,is_stat:6,is_tensor:38,is_test:[64,69,70],is_train:2,isn:50,isol:41,isspars:48,issu:[17,40,41,46,50],item:[8,12,14,25,35],iter:[8,9,10,12,14,15,18,35,63,69,70],its:[2,8,9,14,15,18,22,30,34,37,38,47,48,50,53,56,61,62,63,66,70,71],itself:[9,18,25,37],ivs:38,java:32,jeremi:50,jie:[69,70],jmlr:8,job:[4,12,25,52,53,55,64,66,68,69,70,71],job_dispatch_packag:51,job_id:12,job_mod:61,job_nam:[26,56],job_namespac:56,job_path:56,job_workspac:51,jobpath:56,jobport0:56,jobport1:56,jobport2:56,jobport3:56,jobserv:26,johan:70,join:18,joint:[61,71],jointli:[9,71],journal:[69,70],journei:41,jpeg:63,jpg:64,json:[51,56,57,68],jth:9,judg:71,jupyt:[26,41],just:[2,5,7,8,9,12,17,22,23,34,37,39,46,47,51,55,56,61,63,68,69,70],jx4xr:56,jypyt:15,k8s_data:56,k8s_job:15,k8s_token:15,k8s_train:56,k8s_user:15,kafka:20,kaim:8,kaimingh:64,kebilinearinterpbw:50,kebilinearinterpfw:50,keep:[2,8,12,18,30,37,38],keep_top_k:8,kei:[2,12,14,16,18,20,22,27,38,46,47,50,51,68,70],kept:8,kernel:[8,16,50,66],key1:53,key2:53,key_pair_nam:56,keyid:56,keymetadata:56,keypair:56,keyserv:56,keystat:56,keyusag:56,keyword:2,kill:[18,56],kind:[1,2,15,16,18,24,30,39,56,57,62,66,68],kingsburi:69,kms:56,know:[2,9,15,22,39,47,48,50,56,68],knowledg:70,known:[29,62,70,71],kriz:[12,63],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:56,kubectl:57,kuberent:[18,56],kubernet:[15,18,49,51,58,59],kubernetes_service_host:15,kwarg:[2,9,10,12,38,66,69],l1_rate:6,l2_rate:6,l2regular:[63,66,70],l93:21,label:[2,4,7,8,10,12,14,30,35,39,57,62,63,64,65,66,70],label_dict:69,label_dim:[8,66],label_fil:[35,69],label_lay:35,label_list:69,label_path:35,label_slot:69,labeledbow:70,labl:70,lag:53,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,30,37,55,61,69,70,71],larg:[11,12,47,69,70,71],larger:[2,6,7,8,51],largerthan:38,last:[7,8,9,39,45,51,53,66,70,71],last_time_step_output:8,lastseen:57,late:70,latenc:[8,51,56],later:[17,40,56,66],latest:[8,17,18,25,41,47,57,70],latter:71,launch:[53,56,70],launcher:15,lawyer:67,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,21,30,31,35,38,39,45,49,52,53,61,62,63,64,66,68,69,70],layer_0:48,layer_attr:[8,45,55],layer_num:[55,64],layer_s:8,layer_typ:8,layerbas:48,layerconfig:48,layergradutil:48,layermap:48,layeroutout:8,layeroutput:9,lbl:[7,63],ld_library_path:[40,51],lead:50,learn:[6,7,8,9,10,12,15,23,25,30,35,39,41,43,45,46,48,50,63,64,66,69,70,71],learnabl:14,learning_method:[39,61,63,66,70,71],learning_r:[6,23,39,61,63,66,70,71],leas:18,least:[7,8,18,40,67],leav:[2,56],lecun:12,left:[8,39,64],legal:38,leman:71,len:[2,8,23,27,48,66,68,69],length:[8,9,12,23,45,53,57,70,71],leq:8,less:[8,15,51,71],less_than:15,let02:57,let:[4,7,8,15,25,29,30,39,56,68],level:[6,8,29,51,53,62,68,70,71],lgtest:17,lgtest_main:17,lib64:[40,51,53],lib:33,libapi:17,libari:33,libcudnn:40,libjpeg:63,libpaddl:[32,33],libpaddle_capi:33,libpaddle_gserv:33,libpaddle_math:33,libpython:40,librari:[8,17,24,33,40,41,51,53,68],licens:69,life:18,lifetim:37,lightweight:29,like:[2,7,8,12,17,18,21,26,29,30,35,37,39,40,45,46,50,51,52,55,56,61,64,66,68,70,71],limit:[8,12,50,53],line:[1,2,4,7,12,17,21,26,28,30,39,46,47,49,50,51,55,56,61,63,64,68,69,70,71],linear:8,linearactiv:39,linguist:69,link:[8,9,17,27,28,37,40,56,66,70],linux:[27,40,41,46,56,71],linux_x86_64:36,lipeng:61,lipton:70,list:[1,2,7,8,9,12,14,15,17,22,26,28,31,34,37,39,41,45,46,48,51,53,55,56,63,64,66,68,69,70,71],listen:[18,53],literatur:70,littl:[1,2,23,53,66,70],lium:71,live:41,liwicki:70,load:[1,2,4,8,15,18,39,53,56,64,69,70,71],load_featur:64,load_feature_c:64,load_feature_pi:64,load_missing_parameter_strategi:[52,53,55,61,69],load_uniform_data:62,loadparamet:4,loadsave_parameters_in_pserv:[21,52,53],loc:7,local:[6,14,16,18,24,25,30,40,41,46,51,52,53,57,63,70],local_scop:16,localhost:41,localpath:28,locat:[8,14,17,45,48,66,69],lock:[17,18,22,23],log:[2,22,28,48,51,53,56,57,63,68,69,70,71],log_barrier_abstract:53,log_barrier_lowest_nod:[52,53],log_barrier_show_log:[52,53],log_clip:[52,53],log_error_clip:[52,53],log_period:[53,55,57,62,63,66,68,69,70,71],log_period_serv:[52,53],logarithm:5,logger:2,logic:[2,25,34,37,51],login:41,longer:[18,71],look:[2,7,26,30,39,51,52,56,57,62,66],lookahead:8,lookup:66,loop:[16,35,37],loss:[8,48,62,66,70,71],lot:52,low:8,lower:[8,51],lowest:53,lpaddle_capi_shar:33,lpaddle_capi_whol:33,lstm:[8,45,57,66],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:66,lstm_step:9,lstmemori:[9,45],lstmemory_group:8,ltr:8,lucki:39,mac:[33,40,41,46],machan:9,machin:[8,9,12,14,39,46,48,52,53,55,56,57,66,68,70,71],machine_transl:45,maco:46,macro:29,made:[2,18,23,39,45,67],mai:[2,8,16,35,37,41,50,56,67],main:[2,4,47,56,63,69,70],mainli:[24,53],maintain:[8,22,56],majel:17,major:[41,62,64,70,71],make:[2,7,8,15,17,18,22,23,25,30,34,35,40,41,46,47,48,50,51,56,63,66,68,70],make_function_oper:29,make_vari:38,male:67,malloc:48,man:27,manag:[14,18,23,24,28,37,47,51],manageri:67,mandarin:8,mani:[8,9,17,22,34,37,38,39,41,46,53,66,67,68,70],mannal:51,manner:8,manual:41,manufactur:71,manylinux1_x86_64:36,mao:70,map:[2,7,8,12,14,15,22,37,38,46,53,63,64,68],map_read:12,mapper:12,mapreduc:15,marcu:70,mark:[2,30,37,45,69],mark_slot:69,market:[39,67,70],martha:69,mask:[6,8],master:[15,25,36,47,53,70],mastermind:17,mat:[32,33],mat_cache_row:21,mat_norm:21,mat_normal_shar:21,mat_param_attr:9,mat_sparse_row:21,mat_sparse_row_auto_grow:21,mat_sparse_row_id:21,mat_sparse_row_prefetch:21,mat_sparse_row_prefetch_full_s:21,mat_value_shar:21,match:[8,17,50],math:[9,32,48,50],matirx:8,matplotlib:63,matric:[4,45,48],matrix:[7,8,9,12,14,21,32,33,48,52,55,64,69],matrixptr:48,matrixtyp:33,matter:2,mattyp:21,max:[2,6,8,12,16,50,53,55,63,66,68],max_diff:16,max_id:[8,14,66],max_job_id:12,max_length:[8,45],max_movie_id:12,max_relative_error:16,max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,66],maxid_evalu:7,maxid_lay:66,maxim:[8,71],maximum:[7,8,12,23,45,50,53,66,69,70],maxinum:11,maxpool:8,mayb:[8,9,63],md5:[12,19],mean:[2,6,7,8,9,10,11,12,14,17,35,37,39,45,46,50,51,53,55,56,61,62,63,64,66,68,69,70,71],mean_img_s:63,mean_meta:64,mean_meta_224:64,mean_valu:64,measur:[39,50],mechan:[8,9,24,45,56,70],media:70,meet:69,mem:[8,26],member:[12,15,30,34,37],memcpi:[34,50],memor:70,memori:[1,2,9,21,22,26,45,46,48,50,53,55,57,66,69,70,71],memory_boot:9,memory_nam:8,memory_test:46,memory_threshold_on_load_data:53,mention:[17,22,46],mere:9,merg:[8,23,25,34,47,53,61,71],mergedict:[61,71],messag:[30,39,47,53,57,68,70,71],meta:[51,63,64,66],meta_config:[51,68],meta_gener:[51,68],meta_path:63,metadata:[27,56,57],metaphor:30,metaplotlib:15,method:[2,8,10,14,16,25,30,37,41,48,50,53,55,66,70,71],might:[8,17,41,46,48,56],mileag:50,million:[12,55,67],min:[6,8,50,55,56,68],min_pool_s:2,min_word_freq:12,mind:51,mini:[2,8,12,14,18],mini_batch:35,minibatch:[8,30,31],minim:[2,10,39,53],minimum:8,minimun:53,minst:2,minut:[18,25,46,56,71],mirror:[17,41],mislead:23,miss:[53,61,69],mit:56,mix:[9,45,69],mixed_lay:[9,69],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[28,40,41,56],mkl:40,mkl_path:40,mkl_root:40,ml_data:[51,68],mnist:[2,4,20,30,35],mnist_provid:2,mnist_random_image_batch_read:35,mnist_train:[2,35],mnist_train_batch_read:35,mod:69,modal:69,mode:[8,14,47,53,62,63,64,68,70,71],model:[0,1,4,8,9,12,14,18,19,30,47,48,49,53,56,68,69,70],model_config:[4,62],model_list:[53,55,69,70],model_output:70,model_path:55,model_zoo:[61,64],modifi:[4,8,45,47,48,51,56],modul:[1,2,4,9,12,14,29,39,40,63,64,66,69],modulo:8,momentum:[6,37,39,66],momentumoptim:[39,63],mon:57,monitor:[66,70],mono:8,month:[17,66,71],mood:70,more:[1,2,4,7,8,9,12,15,16,17,18,22,25,26,28,29,30,35,39,41,45,46,47,48,50,51,55,57,63,66,69,70,71],morin:8,mose:[70,71],moses_bleu:71,mosesdecod:70,most:[2,4,8,12,15,17,25,30,35,39,45,48,50,52,68,69,70,71],mostli:[63,67],mount:[26,41,56,57],mountpath:[56,57],move:[8,18,22,28,50,56,68,70],movement:[50,70],movi:[2,12,70],movie_categori:12,movie_id:68,movie_info:12,movie_review:12,movieid:67,movieinfo:12,movielen:65,moving_average_fract:8,mpi:51,mse:30,much:[8,18,35,50],mul:[29,48],mulit:51,mulop:29,multi:[8,34,48,52,53,64,71],multi_binary_label_cross_entropi:8,multi_crop:64,multigradientmachin:34,multinomi:8,multipl:[7,8,9,12,14,15,16,22,23,25,29,41,45,48,53,55,56,62,66,68,70],multipli:[7,8,48,63],multiprocess:12,multithread:2,music:67,must:[2,5,7,8,9,12,23,31,35,38,40,41,45,47,48,51,53,55,56,71],my_cluster_nam:56,my_external_dns_nam:56,mypaddl:57,mysteri:67,name:[2,6,7,8,9,11,14,15,16,18,20,21,23,26,29,33,36,38,39,41,45,46,47,48,50,51,53,55,57,58,59,61,62,63,64,66,68,70,71],name_prefix:20,namespac:[32,41,48,57],nativ:8,natur:[22,25,55,69,70],nchw:8,ndarrai:[14,20],ndcg:8,ndcg_num:8,nearest:66,nearli:16,necessari:[2,8,23,25,34,38,40,48,51,66,70],necessarili:48,need:[2,7,8,9,12,15,16,17,21,22,23,25,26,28,29,34,37,38,39,40,41,45,47,48,51,52,53,55,56,57,62,63,64,66,68,69,70,71],neg:[2,7,8,66,69,70],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:69,neighbor:66,ner:7,nest:[2,8,12],net:[8,9,37],net_conf:70,net_diagram:64,network:[1,2,4,6,7,8,10,12,13,14,15,16,18,21,35,37,38,39,41,48,50,51,53,61,70,71],network_config:55,networkadministr:56,neural:[2,4,8,9,10,12,14,15,18,37,39,50,53,61,62,64,70,71],neuralnetwork:34,neuron:[4,48,66,70],never:[12,35,37,56,57],newest:23,newtork:70,newvar:37,next:[8,12,18,24,45,47,48,50,53,56,57,69,70,71],nfs4:56,nfs:56,nfsver:56,nginx:41,ngram:12,nic:[51,52,53],nil:22,nine:[12,69],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:71,nnz:48,no_cach:2,no_grad_set:16,no_sequ:[2,8,68],noah:70,noavx:41,node:[8,17,25,46,48,51,53,56,57,70,71],node_0:56,node_1:56,node_2:56,nodefil:51,noir:67,nois:[8,18,62],noise_dim:62,non:[8,18,48,53,56],none:[1,2,4,6,7,8,9,10,11,14,15,16,38,39,45,64,66],nonlinear:48,nor:46,norm:[9,62],norm_by_tim:8,normal:[2,4,8,9,12,45,48,51,53,57,61,62,64],normzal:64,north:63,notat:8,note:[2,4,6,8,9,11,14,15,21,22,26,35,40,41,50,53,55,56,61,63,68,70],notebook:[26,41],noth:[5,14,37,46,47,53],notic:[45,48],notori:16,novel:70,now:[2,8,12,17,18,37,39,41,47,53,56,62,68,69],np_arrai:12,nproc:[40,46],ntst1213:71,ntst14:71,nullptr:[37,48],num:[8,9,51,53,66,69,70,71],num_channel:[8,9,63],num_chunk_typ:7,num_class:[8,9,63],num_filt:[8,9],num_gradient_serv:[52,53],num_group:8,num_neg_sampl:8,num_parameter_serv:15,num_pass:[14,39,52,53,55,57,66,68,69,70,71],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:20,number:[2,7,8,12,18,20,35,38,39,46,47,48,51,53,56,61,63,64,66,69,70,71],numchunktyp:7,numdevices_:55,numeric_grad:16,numlogicaldevices_:55,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,20,35,39,40,62,64],numreal:21,numsampl:50,numtagtyp:7,numtimeout:22,nv_:17,nv_gpu:46,nv_librari:17,nv_test:17,nvcc:[17,41],nvidia:[40,41,46,50,53],obei:7,obj:[2,39,63,64,66,68],object:[2,4,6,8,9,10,12,14,15,21,32,37,50,62,63,64,66,69],observ:[8,10,39,48,50,71],obtain:[25,66,69,70],obvious:17,occup:[67,68],occur:[12,14,16],oct:57,odd:8,off:[33,41,46,47],offer:[4,38,69],offici:[8,17,41,56,63],offlin:[18,20],offset:[8,21,68],often:[21,51,66,71],ograd:48,old:[16,23,25,41,53],omit:66,on_init:2,on_travisexclud:40,onc:[2,8,18,22,30,41,48,56,66],one:[2,5,7,8,9,10,11,12,14,15,16,18,21,22,23,25,26,29,31,34,35,37,39,41,46,47,48,51,53,55,56,57,61,62,63,64,66,68,69,70,71],one_host_dens:68,one_hot_dens:68,ones:29,onli:[1,2,4,7,8,9,11,14,15,16,17,21,22,23,24,25,26,28,30,31,34,38,39,40,45,46,47,48,50,52,53,55,56,57,61,64,66,67,70,71],onlin:[8,10,18,20,35],only_cpu:16,onto:56,op_class:38,op_maker_class:38,op_proto:38,opcreat:38,opdesc:[30,38],open:[2,8,15,20,35,39,41,56,64,66,69],openbla:40,openblas_path:40,openblas_root:40,oper:[8,9,10,12,16,30,31,37,41,45,48,50,53,56,61,63,68],operator_grad:16,operatorbas:[29,38],opinion:70,opmak:38,opprotomak:38,opregist:38,opregistri:38,ops:[16,17,30],ops_test:17,opt:[15,38,40],optim:[2,6,13,14,16,34,39,48,50,70],option:[2,7,8,15,17,38,39,46,47,48,51,55],optyp:38,order:[2,8,9,12,14,30,35,48,53,56,57,62,64,66,70,71],ordereddict:14,ordinari:70,oregon:56,org:[7,8,9,12,20,27,40,41,62],organ:[7,8,63,70,71],orient:38,origin:[1,2,8,12,16,37,62,69,71],other:[2,7,8,9,12,18,23,28,37,38,40,41,45,46,47,55,56,57,61,62,63,64,66,67,69,70,71],otherchunktyp:7,otherwis:[1,8,12,15,18,23,25,35,45,47,51,55,68,71],our:[15,17,37,41,45,46,47,48,56,57,61,63,66,69,70,71],out:[8,14,15,17,22,25,31,39,45,50,53,56,57,63,70],out_dir:56,out_left:8,out_mem:45,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:54,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:69,output:[4,5,6,7,9,11,12,14,15,16,20,25,28,29,30,31,35,37,38,39,45,46,48,50,53,55,57,61,62,63,64,66,68,69,70,71],output_:[8,48],output_dir:64,output_fil:69,output_id:8,output_lay:[14,64],output_max_index:11,output_mem:[8,45],output_nam:16,output_num:31,output_path:20,outputbuff:21,outputh:8,outputw:8,outsid:[2,8,9,37],outter_kwarg:2,outv:48,over:[1,8,9,14,15,47,48,50,66,69,70],overcom:70,overhead:50,overlap:[7,8,48],overlap_threshold:[7,8],overrid:[18,28,48],overview:[22,23,24],overwrit:28,own:[23,25,38,41,51,56],owner:46,pack:41,packag:[2,12,22,26,29,36,41,47,56],pad:[9,66],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,20,26,28,29,30,31,32,33,34,38,39,40,41,42,45,46,47,48,49,50,51,53,55,56,62,63,66,68,69,70,71],paddle_begin_init_param:23,paddle_element_typ:23,paddle_element_type_float32:23,paddle_element_type_float64:23,paddle_element_type_int32:23,paddle_element_type_int64:23,paddle_element_type_uint32:23,paddle_element_type_uint64:23,paddle_error:[32,33],paddle_exampl:26,paddle_finish_init_param:23,paddle_get_param:23,paddle_gradi:23,paddle_init_param:23,paddle_job:26,paddle_matrix:[32,33],paddle_matrix_cr:33,paddle_matrix_get_shap:32,paddle_matrix_shap:32,paddle_n:51,paddle_new_etcd_pserver_cli:23,paddle_new_pserver_cli:23,paddle_on_cloud:26,paddle_output:57,paddle_paramet:23,paddle_port:51,paddle_ports_num:51,paddle_ports_num_for_spars:51,paddle_pserver2:51,paddle_pserver_cli:23,paddle_pserver_client_releas:23,paddle_root:61,paddle_save_model:23,paddle_send_grad:23,paddle_source_root:61,paddle_train:[33,36,51],paddledev:[56,57],paddlepaddl:[1,2,4,8,9,12,14,17,18,20,23,24,25,26,27,28,29,30,35,36,37,39,40,45,47,48,49,50,51,58,59,64,66,68,69,70],paddlepadl:2,paddpepaddl:2,page:[47,56,68],pai:41,pair:[7,8,30,69],pakcag:17,palceholder_just_ignore_the_embed:61,palmer:69,paper:[8,61,62,64,69,70,71],para:21,paraconvert:61,paragraph:70,parallel:[46,50,53,55,56,57,71],parallel_nn:[6,52,53],param:[6,8,9,12,16,23,34],param_attr:[8,9,21,39,45],param_config_proto:23,paramattr:[6,8,39,45],paramet:[1,2,4,7,9,10,11,12,13,16,17,19,21,25,28,30,35,37,38,39,48,49,55,62,63,66,68,69,70,71],parameter_attribut:8,parameter_block_s:[52,53],parameter_block_size_for_spars:[52,53],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:21,parameterattribut:[6,8,9,21],parameterclient_:21,parametermap:48,parametermutex_:21,parameters_:48,parameterserver2:21,parameterset:15,parameterupdat:34,parameterupdater_:21,parametris:10,paramt:[56,61],paramutil:68,paraphras:71,paraphrase_data:61,paraphrase_model:61,paraspars:48,parent:48,parent_:37,pars:[4,12,17,46,55,56,62,68,69],parse_config:[4,62],parser:68,part:[2,7,8,25,39,45,47,48,50,62,66,68,69,70,71],parti:[46,50,68],partial:[8,14,62],partial_sum:8,participl:61,particular:[30,50],partit:[18,20,56],pass:[2,8,14,18,34,35,37,39,47,48,50,51,53,56,57,62,63,66,68,69,70,71],pass_id:14,pass_idx:35,pass_test:62,passtyp:48,password:51,past:[15,41,56],patch:27,path:[1,2,7,12,14,18,22,23,26,35,39,40,51,53,55,56,57,61,63,64,66,69,70,71],pattern:[12,18,32,39,56,70],paul:69,paus:[18,25],pave:71,pdf:[8,9],pem:[15,20,56],pend:[18,22],penn:69,peopl:46,per:[7,8,12,18,23,35,53,63,66],perfom:[53,55],perform:[1,8,9,23,34,39,45,46,48,49,51,52,62,63,66,70,71],period:[1,18,25,53,66,68,69,70,71],perl:[70,71],permiss:56,peroid:8,persist:56,persistentvolum:56,persistentvolumeclaim:56,person:[7,15],perspect:50,perturb:[16,48],pfs:[20,28],pfsclient:20,pfspath:28,pgp:56,phase:39,photo:63,pick:[2,56],pickl:68,pictur:66,piec:[8,9,39],pillow:[26,63],pip:[36,40,47,51,63,68],pipe:67,pipelin:69,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,18,25,48,50,51,64,71],placehold:[39,61],plai:[69,70],plain:[1,7,8,26,33],plan:[18,48],platform:[39,56],pleas:[2,4,6,8,9,10,15,18,22,23,24,35,40,41,42,45,46,47,48,56,61,63,66,68,69],plot:[15,63],plotcurv:63,plu:[8,16],png:[63,64],pnpairvalidationlay:53,pnpairvalidationpredict_fil:52,pod:[20,26,56,57],pod_nam:56,point:[18,26,39,46,50],pointer:[23,37],polar:[12,70],polici:56,polit:70,poll:70,pollut:25,poo:63,pool3:48,pool:[2,9,13,63,66,68],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:[9,66],pooling_typ:[8,66],poolingtyp:11,popul:23,popular:[17,39,64],port:[17,41,51,52,53,56,57],port_num:52,ports_num:53,ports_num_for_spars:[21,52,53,55],pos:[68,70],pose:18,posit:[2,7,8,66,69,70,71],positive_label:7,possibl:[15,22,50,62],post1:40,post:[26,27],potenti:50,power:[66,71],practic:[8,39,45,48],pre:[2,8,9,12,15,23,41,56,57,61,63,69,70,71],pre_dictandmodel:61,precis:[7,40],precision_evalu:7,pred:[66,69],predefin:70,predetermin:[8,53,71],predic:[12,69],predicate_dict:69,predicate_dict_fil:69,predicate_slot:69,predict:[2,3,7,8,10,14,39,45,51,53,61,66,71],predict_fil:53,predict_output_dir:[52,53,66],predict_sampl:4,predicted_label_id:66,prediction1:14,prediction2:14,predictor:68,predin:63,prefer:70,prefetch:[21,48],prefix:[7,18,20,56],pregrad:48,preinstal:40,premodel:61,prepar:[4,16,26,34,45,58,66],preprcess:70,preprocess:[12,51,57,70],prerequisit:40,present:[15,47,64,69,71],preserv:28,pretti:39,prev_batch_st:[52,53],prevent:[1,10,15,18,22,25],previou:[8,9,14,18,28,48,53,56,69,71],previous:[8,57,64],price:[12,39],primari:30,primarili:70,principl:[15,17],print:[6,14,15,39,53,61,66,68,69,70,71],printallstatu:50,printer:7,printstatu:50,priorbox:8,prite:7,privat:[33,37,38,47],privileg:[46,56],prob:[7,14,62],probabilist:[8,61],probability_of_label_0:66,probability_of_label_1:66,probabl:[7,8,14,45,64,66,69],problem:[4,8,10,15,16,17,25,30,46,47,66,69,70],proc:41,proc_from_raw_data:66,proce:[12,18,35,56],procedur:[61,69,71],proceed:[8,69],process:[1,2,4,6,8,9,12,15,20,21,22,25,38,39,41,45,51,53,55,56,57,61,63,64,66,68,69,70,71],process_num:12,process_pr:66,processdata:[63,64],processor:50,prod:[41,47],prodict:8,produc:[8,9,12,18,35,41,64,66],product:[26,41,47,48,56,66,70],productgraph:57,profil:[28,40],proflier:50,program:[1,12,15,20,23,25,30,35,37,41,47,50,51,53],programm:67,progress:[18,22,53],proivid:2,proj:8,project:[8,9,26,33,40,45,48,68],promis:[8,9],prompt:28,prone:15,prop:69,propag:[10,53,55],properli:[46,66],properti:[2,53],propos:71,proposit:69,protect:[38,48],proto:[11,38],proto_:38,protobuf:[14,26,30,38,40],protocol:[7,53],prove:66,proven:71,provid:[8,12,15,23,26,38,39,41,50,51,56,61,62,63,64,67,70],providermemory_threshold_on_load_data:52,provis:56,provod:2,prune:8,ps_desir:18,pserver:[14,21,23,24,26,51,52,53,56],pserver_addr:23,pserver_cpu:26,pserver_id:19,pserver_mem:26,pserver_num_thread:[21,52,53],pserver_spec:14,pserverstart_pserv:52,pseudo:[15,26],psize:48,ptr:33,pull:[17,30,36,41,61,71],punctuat:70,purchas:66,purpos:[8,18,50],push_back:48,put:[17,18,21,41,48,51,57,66],pvc:56,pwd:[41,46,47],py_paddl:[4,62],pydataprovid:[1,2,66],pydataprovider2:[3,4,39,66,68,70],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,24,29,30,32,34,36,39,40,45,46,47,51,61,62,63,69,70,71],pythonpath:63,pzo:70,qualifi:40,qualiti:66,queri:[8,56,71],question:[8,15,38,56,69],quick:[53,57,65,71],quick_start:[26,56,57,58,66],quick_start_data:57,quickli:39,quickstart:57,quit:50,quot:67,r_t:8,rac:8,rais:12,ramnath:70,ran:50,rand:[50,53,55,62,69],random:[2,6,8,12,20,34,35,39,53,62,63,69],random_imag:20,randomli:[25,70],randomnumberse:52,rang:[2,8,12,20,35,38,53,55,63,67,69],rank:[8,15,56,64,66],rare:2,rate:[6,7,9,10,12,23,48,51,63,66,68,70,71],rather:[4,26,56,70],ratio:[8,53],raw:[8,39,66,70],raw_meta:68,rdma:[40,53],rdma_tcp:[52,53],reach:[18,50,69],read:[1,2,12,14,15,18,20,35,39,45,46,47,51,56,64,66,68],read_from_realistic_imag:15,read_from_rng:15,read_lock:19,read_mnist_imag:15,read_ranking_model_data:15,reader:[0,14,20,30,71],reader_cr:20,reader_creator_bool:35,reader_creator_random_imag:[12,35],reader_creator_random_image_and_label:[12,35],readi:[18,39,56,57,63],readlockguard:21,readm:[33,47,67,68,70],readonesamplefromfil:2,readwritebuffer_:21,readwritemani:56,real:[2,8,21,35,39,62],realist:15,reason:[9,15,16,18,41,57],recal:7,receiv:[18,26],recent:71,reciev:53,recogn:63,recognit:[2,8,64,70],recommand:2,recommend:[1,9,15,41,45,48,51,53,68],recommonmark:40,recompil:50,record:[12,22,38,47,56,69],recordio:[12,15,20,22],recov:[18,39,62],recoveri:22,rectangular:8,rectifi:8,recurr:[37,69,70],recurrent_group:[9,45],recurrent_lay:9,recurrentgradientmachin:33,recurrentgroup:7,recurrentlay:53,recurs:[17,28],recv:56,recvparametertyp:21,reduc:[10,51,53,55],refactor:[30,34],refer:[1,4,6,8,9,10,16,18,22,23,24,37,45,46,47,48,51,57,61,63,66,68,71],referenc:[8,22],reflect:22,reg:38,regard:69,regardless:71,regex:68,region:[8,37,50,69],regist:[48,50],register_gpu_profil:50,register_lay:48,register_op:[29,38],register_tim:21,register_timer_info:50,registerop:38,registri:[26,41,57],regress:[8,65],regular:[6,48,56,63,66,70],rel:[1,9,16,25,51],relat:[2,18,25,26,37,41,57,70],relationship:[39,62],releas:[36,40,41,56,67,69],relev:[69,71],reli:[16,40],reliabl:18,relu:[8,48],remain:66,rememb:8,remot:[6,17,21,47,48,51,53,55,56],remoteparameterupdat:[21,24,53],remov:[12,28,47,51,53,70],renam:[28,71],reorgan:8,repeat:[30,38],repeatedli:30,replac:[17,22,41,70],replicaset:26,repo:17,report:[22,50,51],reportdataset:22,repositori:[8,47],repres:[2,4,8,9,22,45,48,56,63,66,67],represent:[8,23,30,66,70],reproduc:[46,71],request:[17,18,21,25,36,56,57,61,71],requir:[1,7,8,15,18,23,25,26,28,38,46,48,51,56,57,62,63,66,68],res5_3_branch2c_bn:64,res5_3_branch2c_conv:64,res:69,research:[12,63,67,70],resembl:70,reserv:[2,28],reserveoutput:48,reset:[8,18],reshap:[16,35],reshape_s:8,resid:46,residu:64,resiz:21,resnet:65,resnet_101:64,resnet_152:64,resnet_50:64,resolv:[17,47,57],resourc:[41,56],respect:[2,39,45,48,53,63,64,69,71],respons:[8,21,34,56,57],rest:[2,8,26,27,39],restart:[18,23,56,57],restartpolici:[56,57],restor:16,restrict:[37,53],resu:35,result:[4,5,7,8,14,16,22,30,50,53,56,63,64,66,68,69,70],result_fil:7,resum:25,retir:67,retran:56,retriev:[37,46,48,57],return_seq:9,reuqest:36,reus:[25,35,48],rev:46,reveal:15,revers:[8,9,45,69,70],review:[12,47,57,66,70],reviews_electronics_5:57,revis:66,rewrit:[17,71],rgb:8,rgen:70,rho:10,rich:39,right:[2,8,16,17,26,64],rkt:[26,46],rmsprop:66,rnn:[8,9,37,49,52,66,70],rnn_bias_attr:45,rnn_layer_attr:45,rnn_out:45,rnn_step:8,rnn_use_batch:[52,53],rnnlm:12,robot:63,robust:8,role:[12,15,22,23,56,65,70],roman:70,romanc:67,root:[10,11,51,56,57],root_dir:51,rot:8,roughli:[2,62],routledg:70,row:[4,7,8,12,21,48,64],row_id:8,rpc:22,rpcserver:22,rsize:56,rtype:[8,12],rule:[7,30,48,56],run:[15,16,17,18,26,29,30,37,41,47,48,49,50,53,56,58,59,61,63,64,66,68,70,71],runinitfunct:50,running_on_cloud:26,runtim:[1,2,40,41,51],s_param:62,s_recurrent_group:45,sacrif:1,safe:26,sai:[8,30,39,46,53,55],sake:48,sale:67,same:[2,4,7,8,9,14,15,16,22,23,25,29,37,45,51,55,56,61,66,68,69,70,71],samping_id:8,sampl:[2,4,7,12,38,51,53,55,61,62,64,66,68,69,70,71],sample_dim:62,sample_id:7,sample_num:7,santiago:70,satifi:7,satisfi:[17,51,56,66],save:[2,8,12,14,18,20,22,23,26,30,39,46,53,55,56,57,63,64,66,68,69,70,71],save_dir:[39,53,55,57,62,63,66,68,69,70,71],save_only_on:[52,53],saving_period:[52,53],saving_period_by_batch:[52,53,55,66],saw:2,scalar:[2,8],scale:[5,38,64,67],scalingproject:8,scan:22,scatter:8,scenario:[39,52],scene:52,schdule:56,schedul:[22,26,56,62],scheduler_factor:6,schema:61,scheme:[7,21,69],schmidhub:70,schwenk:71,sci:67,scienc:70,scientist:67,scope:16,score:[7,8,68,70,71],screen:68,scrip:66,script:[4,12,46,51,56,63,64,66,69,70,71],seaplane_s_000978:63,search:[8,18,37,40,45,53,69,71],seat:71,second:[2,8,15,28,35,37,38,39,41,51,61,64,66,67,70],secret:56,section:[2,45,48,51,56,66],sed:70,see:[2,4,8,9,15,18,39,41,47,50,56,61,62,64,66,68,70,71],seed:[50,53],seem:17,segment:7,segmentor:61,sel_fc:8,selcet:8,select:[8,47,56,67,71],selected_indic:8,selectiv:8,selector:57,self:[16,39,48,67,70],selfnorm:8,semant:[12,15,36,65,70],semat:15,sen_len:69,send:[18,23,38,53,56],send_back_parameter_typ:21,sendbackparameterspars:21,sendbackparametertyp:21,sendparameterrequest:21,sendparameterrespons:21,sensit:8,sent:[15,23,38,57],sentenc:[2,8,12,45,66,69,70,71],sentiment:[2,39,65,66,69],sentiment_data:70,sentiment_net:70,sentimental_provid:2,separ:[2,7,23,29,53,61,66,67,68,69,71],seq:[8,12,68],seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[61,71],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,61,71],seqtoseq_net:[8,61,71],sequel:2,sequenc:[2,5,7,8,9,11,12,30,48,61,66,68,69,70,71],sequence_conv_pool:66,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,45,66,69],seri:[9,70],serial:[2,14,22,34],serv:[41,50,56,62],server:[15,17,21,24,25,41,48,51,52],serverless:18,servic:[41,67],session:[41,50],set:[1,2,4,6,7,8,9,12,14,15,16,18,26,31,37,39,40,41,45,46,48,49,50,51,52,53,55,56,57,61,63,64,66,67,68,69,70,71],set_active_typ:48,set_default_parameter_nam:6,set_drop_r:48,set_float_el:16,set_input:8,set_output:31,set_siz:48,set_typ:48,setp:56,setq:46,settup:48,setup:[2,36,41,48,66],sever:[2,7,8,16,21,34,51,55,56,65,66,68,69,70,71],sgd:[10,14,15,18,26,34,51,62,70,71],sgdasync_count:52,shall:17,shallow:69,shape:[8,12,14,16,64],shard:[18,19,20,21,22,23,25,56],share:[8,17,33,34,40,41,46,50,53,57,69],shared_bia:9,shared_bias:8,shared_librari:17,shared_ptr:[32,33,37],shell:[56,64],shift:[8,64],ship:63,shold:70,shop:70,shorten:8,shorter:64,should:[2,4,6,7,8,12,14,15,16,23,26,29,31,34,35,38,39,45,47,51,56,63,66,68,69,70,71],should_be_fals:15,should_be_tru:15,should_shuffl:[2,69],show:[4,7,10,18,28,39,46,53,56,57,61,64,66,68,69,70,71],show_check_sparse_distribution_log:[52,53],show_layer_stat:[52,53],show_parameter_stats_period:[52,53,55,57,66,69,70,71],shown:[2,8,15,45,48,50,56,62,63,64,66,68,70,71],shrink:48,shuf:68,shuffl:[2,12,68,70],sid:56,side:[8,14,34,64],sig:56,sigint:51,sigmod:38,sigmod_op:38,sigmod_output:38,sigmoid:[8,38,48],sigmoidactiv:9,sign:[27,56],signal:51,signatur:56,signific:50,similar:[8,35,56,66,68],similarli:[8,12,69],simpl:[1,2,5,7,8,9,12,14,30,37,38,40,41,47,50,53,66,68,69,70],simple_attent:45,simple_gru:[45,66],simple_lstm:[8,66],simple_rnn:[8,45],simpler:34,simplest:56,simpli:[1,8,15,23,40,41,45,50,61,64,68,70,71],simplifi:[15,38,48,57],simultan:56,sinc:[8,18,22,24,25,35,39,41,50,56,62,66,67,71],sincer:[47,70],singl:[2,7,9,12,18,37,41,48,51,57,64,66,69,71],sinlg:14,site:[17,56],six:[61,69,71],size:[2,7,8,9,10,12,14,18,20,21,23,31,35,38,39,45,48,51,53,62,63,64,66,67,69,70,71],size_a:8,size_b:8,size_t:[21,48],sizeof:61,skill:71,skip:[35,39,47,51,56,64],sliceproject:8,slide:[8,10,12,18],slightli:63,slope:8,slopeinterceptlay:8,slot:[68,69],slow:[2,50],slowli:46,small:[2,12,16,48,51,53,63,71],small_messag:[52,53],small_vgg:63,smaller:[8,16,18],smart:37,smartli:8,smith:70,smooth:8,snap:57,snapshot:[19,25,56],snippet:[29,45,48,50,56,66],social:70,sock:26,sock_recv_buf_s:[52,53],sock_send_buf_s:[52,53],socket:53,softmax:[8,9,15,31,45,48,61,66,69,70],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:66,softwar:[41,50],solv:[15,69],solver:71,some:[2,6,8,12,14,15,17,21,22,23,25,26,29,30,37,39,40,47,48,50,52,53,55,56,62,66,67,68,69,70,71],some_c_api_funct:33,some_inst:33,some_python_class:32,somecppclass:32,somedata:14,somegotyp:32,someth:[2,8,21,46],sometim:[8,10,35,46,50,70],somewhat:23,somewher:37,soon:18,sophist:[39,48,51],sort:[8,12,53,56,68,70,71],sourc:[8,12,16,17,28,33,35,39,41,45,47,49,56,57,61,66,68,71],source_dict_dim:45,source_language_word:45,space:[7,8,41,45,46,50],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,21,48,51,53,56,66],sparse_binary_vector:[2,12,66],sparse_binary_vector_sequ:12,sparse_float_vector:2,sparse_non_value_slot:12,sparse_remot:21,sparse_upd:[6,21],sparse_value_slot:12,sparse_vector:12,sparse_vector_sequ:12,sparseparam:48,sparseprefetchrowcpumatrix:48,spatial:[8,63],speak:[45,71],spec:[56,57],specfii:53,speci:63,special:[8,23,40,61,66,71],specif:[1,17,18,28,37,46,55,63,66,68],specifi:[1,2,7,8,15,21,22,23,26,28,37,38,39,40,45,46,48,53,56,62,63,64,66,67,68,70,71],speech:8,speed:[9,41],spefici:64,sphinx:[32,40,41],sphinx_rtd_them:40,split:[2,8,25,51,55,56,61,64,66,69],split_count:56,sql:1,sqrt:8,squar:[8,10,11,39],square_error_cost:39,squarerootnpool:8,squash:71,srand:53,src:[17,71],src_backward:45,src_embed:45,src_forward:45,src_root:4,src_word_id:45,srl:[12,69],ssd:8,ssh:[41,51,56,57],sshd:41,ssl:40,sstabl:15,stabil:16,stabl:[36,56],stack:[39,56,66,69],stacked_lstm_net:70,stacked_num:70,stackexchang:8,stage:[17,24,47,51],stake:71,stale:18,stamp:50,standard:[6,46,61,63,69,70,71],stanford:[12,16,57],star:[17,67],start:[8,14,17,18,21,22,23,25,26,34,39,41,45,46,50,51,53,60,61,65,68,71],start_pass:[52,53],start_po:8,start_pserv:53,startup:[18,26,56],stat:[40,50,53,69,70,71],state:[8,9,18,37,39,45,53,57,62,69,71],state_act:[8,9],statement:[30,48,56],staticinput:[8,45],statist:[8,53,66,69,70,71],statset:50,statu:[26,47,50,56,57],status:57,std:[14,17,21,32,33,37,38,48,53],stderr:51,stdout:51,step:[4,8,9,11,18,23,30,34,38,41,45,47,48,50,51,56,57,66,68,69,70,71],stepnet:37,still:[22,25,31,64],stmt1482205552000:56,stmt1482205746000:56,stochast:[10,18,22,25],stock:70,stop:[8,41,46,51,53,57,68],storag:[27,40,56,57,63],store:[7,8,12,14,16,17,21,34,37,48,51,53,56,57,61,63,64,66,68,69,70,71],str:[14,26,55],strategi:[2,11,18,53,69],street:[8,69],strength:62,strict:35,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,22,28,37,38,48,53,56,70],strip:[66,69],struct:[22,23,27,33,38],structur:[22,51,56,61,63,66,68,69,70,71],sts:56,student:67,stuff:47,stun:2,style:[2,8,38,40,47],sub:[7,8,12,15,25,34,45,48,63,66,71],sub_nest_seq:8,sub_sequ:[2,8],subcommand:28,subgradi:10,submit:[47,52,53,56],subnet0:56,subnet:[15,56],subobjectpath:57,subsequ:8,subsequenceinput:8,subset:[48,71],substanti:64,substitut:71,succe:70,succeed:[22,57],success:[8,23,56,57,64,69],successfulcr:57,successfuli:70,successfulli:[64,68,70],successor:[53,71],sucessfulli:71,sudo:[40,46,56,63],suffic:[35,39],suffici:53,suffix:[26,71],suggest:[8,17,50],suitabl:[47,53,63],sum:[8,10,16,19,45,48],sum_:8,summar:[66,70],sumpool:8,support:[6,7,8,11,12,16,18,25,26,29,34,35,40,41,45,46,47,48,50,53,56,69],suppos:[17,29,39,48,66],suppress:[8,28],sure:[46,47,48,56,63,70],surpass:8,survei:70,svs:38,swagger:27,swap_channel:64,swig:[4,24,32,33,40],swig_paddl:[4,62],symbol:[8,33],symlink:47,sync:[18,47,53,62],syncflag:48,synchron:[10,18,22,51,53,56],syntact:69,syntax:[35,68],synthect:39,synthes:62,synthet:39,sys:64,system:[17,18,23,25,27,29,40,41,51,57,66,69,70,71],t2b:61,tab:[41,66],tabl:[2,7,8,64,66,71],tableproject:8,tag:[7,12,41,45],tagtyp:7,take:[2,4,7,8,9,15,17,18,25,30,31,45,46,48,50,56,57,62,69,71],taken:[2,69],talk:23,tanh:[8,9,45,48],tanhactiv:9,taobao:70,tar:[14,40,56],tarbal:56,target:[8,12,14,17,45,47,61,66,71],target_dict_dim:45,target_dictionary_dim:8,target_language_embed:8,target_language_word:45,target_link_librari:17,targetinlink:8,task:[2,7,8,38,39,45,55,61,64,69,70,71],task_queu:22,taskentri:22,taskqueu:22,tbd:24,tconf:70,tcp:[53,56],teach:66,tear:50,technic:18,technician:67,techniqu:[45,48],technolog:46,tee:[57,63,69,70,71],tell:[18,22,23,38,41,50,68],tellig:70,templat:[29,38,57,69],tempor:[8,66,69],temporari:26,ten:46,tensor:[16,17],tensor_s:16,tensor_test:17,tensor_to_check:16,term:[8,9,18,69,70],termin:57,terminolog:39,tese:1,tesh:69,test100:12,test10:12,test1:20,test:[1,2,8,12,14,15,16,17,33,35,36,40,41,49,50,51,52,61,63,64,66,67,71],test_all_data_in_one_period:[57,63,68,69,70],test_data:71,test_fcgrad:48,test_gpuprofil:50,test_layergrad:48,test_list:[2,39,63,66],test_part_000:70,test_pass:[52,53,55,71],test_period:[52,53,55],test_ratio:68,test_wait:[52,53],testa:15,testb:15,testbilinearfwdbwd:50,testconfig:48,tester:[68,71],testfcgrad:48,testfclay:48,testlayergrad:48,testmodel_list:52,testq:15,testresult:14,testsave_dir:52,testutil:48,text1:28,text:[1,2,7,9,12,15,41,56,61,65,66,68,70],text_conv:66,text_conv_pool:68,text_fil:[12,70],tflop:50,tgz:[12,40],than:[2,4,6,7,8,9,18,26,29,40,41,45,46,48,51,56,64,69,70,71],thank:[61,71],thei:[2,8,15,17,18,23,25,28,38,39,41,45,46,48,50,51,52,56,64,70],them:[1,2,7,8,9,15,16,17,18,21,26,29,35,37,38,39,41,46,50,52,53,56,63,64,66,68,70,71],themselv:17,theori:50,therefor:40,therein:8,therun:64,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,21,22,23,24,25,26,29,30,34,35,38,39,40,41,45,46,47,48,50,51,53,55,56,57,61,62,63,64,66,67,68,69,70,71],thing:[2,39,47,50,68,69],think:[15,17],third:[8,18,50,64,70],third_parti:8,thirt:46,those:[17,18,29,30,64,69],thought:[17,50],thread:[48,50,53,55,68,69,70,71],thread_local_rand_use_global_se:[52,53],threadid:55,threadloc:50,three:[2,7,8,16,18,30,34,35,39,53,62,64,70,71],threshold:[6,7,8,18,22,53,70],thriller:67,through:[4,8,17,18,22,24,45,48,50,51,61,62,63,70,71],throughout:66,throughput:50,thu:[2,8,25,39,48,56,71],tier:57,tight:40,time:[2,8,9,11,12,15,16,17,18,22,25,29,35,38,39,45,46,50,53,55,57,66,67,69,70,71],timelin:[8,50],timeo:56,timeout:[18,22],timeout_sec:12,timer:40,timestamp:[8,19,67],timestep:[2,8,37],titil:68,titl:[12,67,68],tls:27,tmall:70,to_no_sequ:8,to_sequ:8,todo:[7,8,10,12,18,22,25,38],toend:8,togeth:[2,8,9,12,14,45],token:[7,8,15,45,61,70,71],toler:[14,16],too:[12,16,41],tool:[41,45,46,47,56,70],toolchain:40,toolkit:40,top:[7,14,64,69],top_k:7,toplevel:46,topolog:[15,18,34],topolopi:14,toronto:[12,63],total:[14,18,35,50,51,57,61,71],total_pass:35,touch:70,tourism:70,tourist:71,toward:39,tra:71,track:[18,22,47],tractabl:8,tradesman:67,tradit:8,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,20,22,23,25,30,34,45,48,49,50,52,58,59,64],train_conf:[61,71],train_config_dir:56,train_data:71,train_id:56,train_list:[2,39,63,64,66],train_part_000:70,trainabl:8,traindot_period:52,trainer:[2,4,15,19,20,21,22,24,34,39,48,51,53,55,62,66,69,70,71],trainer_config:[1,2,39,51,56,57,66,68,70],trainer_config_help:[2,39,48,63,66],trainer_count:[52,53,55,56,57,68,69,70,71],trainer_cpu:26,trainer_cr:26,trainer_gpu:26,trainer_id:[53,56],trainer_intern:21,trainer_mem:26,trainer_packag:26,trainerid:25,trainerintern:[66,68,71],training_machin:62,trainingtest_period:52,trainonebatch:21,trainonedatabatch:62,tran:[48,53],trane:2,transact:[18,22,70],transfer:[1,2],transform:[8,45,48,62,63,66,69],transform_param_attr:9,translat:[8,9,39,61,68,70,71],transpar:51,transport:53,transpos:[8,48,62],transposedfullmatrixproject:8,travel:2,travers:30,travi:[40,47],treat:[8,23],treatment:23,tree:[8,53,71],trg:71,trg_embed:45,triain:1,tricki:32,trigger:[25,34],trim:8,trivial:2,trn:66,truck:63,true_block:31,true_imag:35,true_label:35,true_read:35,truth:[7,8,66,71],tst:66,tune:[6,8,49,66,68,71],tuninglog_barrier_abstract:52,tupl:[2,8,12,14,35],ture:8,turn:[8,35,62],tutori:[41,45,47,48,50,51,56,57,58,59,64,66],tweet:70,twelv:71,twine:36,twitter:70,two:[1,2,7,8,9,15,23,24,25,26,28,30,35,37,38,39,41,45,50,51,55,56,61,62,63,64,66,68,69,70,71],txt:[2,17,26,28,48,51,56,66,68,70],type:[2,7,8,9,11,12,14,15,18,21,22,25,26,27,28,32,33,35,38,39,41,45,46,48,53,55,56,57,63,64,66,68,69],type_nam:38,typedef:[23,32,33],typeid:38,typenam:[29,38],typic:[4,7,41,50,70],ubuntu:36,ubyt:35,uci:12,ufldl:8,uid:57,uint32:27,uint64:32,uint64_t:32,unawar:23,unbalanc:53,unbound:45,unclear:25,unconstrain:70,under:[17,22,39,40,41,56,67,70],underli:39,understand:[41,50,61,63,70],understand_senti:45,understudi:71,undeterminist:50,unemploi:67,unexist:69,unidirect:8,uniform:[6,8,12,20,35,53,62],uniqu:[15,18,25,26,37,53,56],unique_ptr:[37,48],unit:[8,9,17,39,40,41,45,47,49,69],unittest:33,unittestcheckgrad_ep:52,univ:71,unix:51,unk:[61,71],unk_idx:[66,69],unknown:8,unlabel:70,unlik:[8,69,70,71],unordered_map:37,unseg:8,unsign:23,unsup:70,unsupbow:70,until:[18,23,37,51,56,69],untrack:47,unzip:68,updat:[6,8,10,18,22,23,27,34,37,40,47,48,51,53,55,70],update_equ:14,update_hook:6,updatecallback:48,updatestack:56,upload:[18,26,27,36],upon:[18,69],upper:8,upstream:47,uri:56,url:[12,70],urls_neg:70,urls_po:70,urls_unsup:70,usag:[1,2,7,8,9,14,34,39,50,61,62],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,24,31,34,37,38,39,40,41,42,45,46,47,48,50,51,53,55,56,57,61,62,63,64,66,67,68,69,70,71],use_etcd:14,use_global_stat:8,use_gpu:[52,53,55,57,62,63,64,66,68,69,70,71],use_jpeg:63,use_old_updat:[21,52,53],use_seq:[39,68],use_sparse_remote_updat:21,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,24,25,34,35,37,38,39,42,45,46,48,50,51,52,53,55,56,61,63,64,66,68,69,70,71],useful:[1,2,8,9,16,37,45,48,55,66,69,70],usegpu:[48,62],useless:51,user:[1,2,6,8,9,12,14,15,16,17,20,22,25,26,28,29,30,35,37,38,39,41,51,52,53,56,64,66,69],user_id:68,user_info:12,user_nam:20,usercert:20,userid:67,userinfo:12,userkei:20,usernam:[20,47],uses:[2,18,25,34,45,46,47,48,53,56,63,64,66,68,71],using:[1,2,4,6,8,9,12,14,15,17,18,22,23,25,26,28,29,35,37,38,39,41,45,46,47,48,50,53,55,56,57,61,62,63,64,66,69,70],usr:[40,51,53,56],usrdict:61,usrmodel:61,usual:[8,14,26,39,40,50,53,55,56,70],utf:61,util:[4,40,45,48,50,63,68,70],uuid:[19,25],v28:8,valid:[35,37,56,64,70],valu:[2,4,6,7,8,10,11,12,14,16,18,31,34,37,38,39,45,48,53,55,56,62,63,64,69,70],value1:53,value2:53,value_evalu:7,value_rang:12,vanilla:45,vanish:70,vardesc:30,vari:[50,56],variabl:[2,8,12,15,16,30,31,38,39,40,48,51,56,57,70],varianc:[8,64],variant:[8,41],varproto:38,vars_:37,vector:[2,8,9,12,15,21,23,31,45,48,61,66,68,70,71],vectorenable_parallel_vector:52,vendor:17,verb:[12,69],verbos:28,veri:[2,8,11,17,22,29,34,37,45,50,63,66,70],verifi:48,versa:40,version:[8,9,17,26,28,36,40,41,46,48,50,51,52,53,56,57,61,63,67,69,70,71],versu:15,vertic:[8,64],vgg:[9,63],vgg_16_cifar:63,via:[18,35,40,47,50,51,56,66],vice:40,view:8,virtual:[41,46],virtualenv:[46,68],visibl:[25,37,41],vision:63,visipedia:63,visit:14,visual:[8,41,50],viterbi:69,vlog:21,voc_dim:66,vocab:70,volum:[41,57],volumemount:[56,57],volumn:56,voluntarili:67,vutbr:12,wai:[2,7,8,9,15,23,25,39,41,45,46,48,51,55,68,69,71],wait:[10,18,23,47,53],walk:[4,62],wall:69,wangkuiyi:17,want:[2,8,9,15,26,31,35,37,39,40,41,46,47,48,53,55,61,64,66,68,69,70],war:67,warn:28,warp:[8,50],warpctc:8,watch:18,wbia:[56,64],web:41,websit:[63,66,69,70],wei:[69,70],weight:[7,8,9,10,45,48,53,55,63,64],weight_act:9,weightlist:48,weights_:48,weights_t:48,welcom:[17,68,70],well:[26,29,41,48,53,56,63,66],were:[7,17],west:56,western:67,wether:8,wget:40,what:[6,8,9,10,17,38,39,47,51,66,68],whatev:46,wheel:40,when:[1,2,6,7,8,12,14,16,17,18,21,22,23,26,28,34,45,46,47,48,50,53,55,56,57,61,62,63,69,70,71],whenev:68,where:[2,8,9,10,15,18,25,30,31,39,45,48,50,51,53,55,61,64,69,71],wherea:[22,29],whether:[7,8,9,14,35,48,53,62,63,68,70,71],which:[1,2,4,6,7,8,9,10,12,14,15,17,18,20,22,23,25,26,29,34,35,37,38,39,45,46,47,48,50,51,53,55,56,62,63,64,66,67,68,69,70,71],whichev:62,whl:40,who:[29,30,61,64,67],whoever:23,whole:[2,7,12,32,33,38,56,57,66,67,68,71],whose:[2,8,12,18,25,31,38,45,68,69],why:[9,16,33,46],wide:[17,69],width:[7,8,12,21,32,35,48,63,71],wiki:[8,17],wikipedia:[8,12],wilder:2,window:[8,11,12,41,46,70],wise:8,with_avx:[41,47],with_avxcompil:40,with_bia:38,with_coveragecompil:40,with_doccompil:40,with_doubl:48,with_doublecompil:40,with_dsocompil:40,with_gpu:[41,46,47],with_gpucompil:40,with_profil:50,with_profilercompil:40,with_pythoncompil:40,with_rdmacompil:40,with_style_check:47,with_style_checkcompil:40,with_swig_pycompil:40,with_test:[41,47],with_testingcompil:40,with_tim:50,with_timercompil:40,within:[8,22,39],without:[7,8,18,23,35,51,70],wmt14:[45,71],wmt14_data:71,wmt14_model:71,wmt:71,wmt_shrinked_data:12,woboq:41,won:[50,64],wonder:2,word2vec:26,word:[2,7,8,12,30,38,45,55,65,68,69,70,71],word_dict:[66,69],word_dim:66,word_id:2,word_idx:12,word_slot:69,word_vector:66,word_vector_dim:[8,45,61],words_freq_sort:12,work:[2,4,12,15,17,18,35,40,45,46,47,48,50,51,53,56,57,66,68],worker:56,workercount:56,workflow:[41,47,56],workspac:[41,53,68],worri:39,wors:62,would:[14,17,18,25,29,30,34,35,41,46,51,56,62,66,69],wouldn:30,wrap:[29,69],wrapper:[9,17,29,50],writ:68,write:[2,12,15,18,25,29,35,41,46,47,49,51,56,63,68,69,71],write_lock:19,writelin:39,writer:[15,67],written:[68,70],wrong:[2,35],wsize:56,wsj:69,www:[8,12,63,71],x64:40,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,48],xgbe0:53,xgbe1:53,xiaojun:70,xmap_read:12,xrang:[16,35,39,48],xxbow:70,xxx:[15,64,71],xxxx:19,xxxxxxxxx:56,xxxxxxxxxx:56,xxxxxxxxxxxxx:56,xxxxxxxxxxxxxxxxxxx:56,xzf:40,y_neg:16,y_po:16,y_predict:39,yaml:[17,56,68],yancey1989:26,yann:12,yapf:47,year:67,yeild:[14,63],yield:[2,12,15,20,35,39,66,68,69,70],yin:8,you:[1,2,4,6,8,9,14,16,26,37,39,40,41,45,46,47,48,50,51,53,55,56,61,62,63,64,66,68,69,70,71],your:[2,8,15,17,21,26,28,40,41,46,47,48,50,51,55,56,66,70],your_access_key_id:56,your_secrete_access_kei:56,your_source_root:33,yourself:8,yum:40,yuyang18:[8,10,12],zachari:70,zeng:70,zero:[2,6,8,10,12,16,18,34,48,53,56,66],zhidao:61,zhou:[69,70],zip:[12,67],zone:56,zxvf:56},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","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","<no title>","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","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","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","<no title>","<no title>","PaddlePaddle Documentation","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":20,"\u4e0d\u4f7f\u7528":32,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":32,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":32,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4ec5\u4ec5\u4f7f\u7528void":32,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":33,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":27,"\u5206\u652f\u89c4\u8303":36,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":32,"\u539f\u56e0\u5217\u8868":32,"\u53c2\u8003\u6587\u6863":27,"\u540d\u8bcd\u89e3\u91ca":27,"\u57fa\u672c\u8981\u6c42":32,"\u5b9e\u73b0":32,"\u5b9e\u73b0\u65b9\u5f0f":33,"\u5bfc\u51fac":32,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":32,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":27,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":33,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":27,"\u6846\u67b6\u751f\u6210":27,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":27,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":33,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":27,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":27,"\u76ee\u5f55\u7ed3\u6784":33,"\u76ee\u6807":27,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":32,"\u7c7b":32,"\u7f16\u8bd1\u9009\u9879":33,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u80cc\u666f":32,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":27,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":32,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":36,"case":55,"class":[34,48],"filemanager\u8bbe\u8ba1\u6587\u6863":27,"function":[17,29,61],"new":48,"paddle\u52a8\u6001\u5e93\u4e2d":32,"paddle\u53d1\u884c\u89c4\u8303":36,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":36,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":32,"return":35,AWS:56,Abs:5,DNS:56,EFS:56,For:[17,57],KMS:56,Not:46,The:[23,30,34],Use:[55,57],Using:[17,23,41,47],With:[26,41],access:56,account:56,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:56,address:56,addto:8,adversari:62,aggreg:8,aggregatelevel:8,alalysi:21,algorithm:[16,18,66],all:37,analysi:70,api:[0,3,33,38,41],appendix:66,applic:3,approach:50,architectur:[45,66],argument:[28,35,52,55,66],arrai:16,asset:56,associ:[37,56],async:53,attent:45,attribut:6,auc:7,auto:16,avg:11,aws:56,backgraound:16,background:39,backward:30,base:26,basepool:11,batch:35,batch_norm:8,batch_siz:35,beam_search:8,between:[15,38],bidirect:70,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,bleu:71,block:30,block_expand:8,book:41,branch:47,brelu:5,bucket:56,build:[40,42,46,47,57],built:50,cach:2,can:37,capi:33,capi_priv:33,cento:40,check:[8,16,48,51],checker:16,checkpoint:[18,19,25],chines:61,choos:[17,56],chunk:7,cifar:12,classif:[7,63],classification_error:7,classification_error_print:7,client:23,clip:8,clone:47,close:16,cloudform:56,cluster:[24,51,55,56],cmake:17,code:[26,46,47],column_sum:7,command:[54,55,66,71],commit:[47,57],common:53,commun:53,compos:35,comput:30,concat:8,concept:56,conclus:25,config:[3,55,68,69],configur:[13,45,49,51,56,66,68],conll05:12,connect:8,construct:30,contain:[41,57],content:[33,50,56],context_project:8,contribut:47,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:25,convolut:[63,66],core:[16,56],cos_sim:8,cost:8,cpu:[41,55],creat:[35,37,47,56,57],creation:22,creator:35,credenti:56,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:35,dat:67,data:[8,12,18,35,39,56,57,61,62,63,66,68,69,70,71],datafeed:12,dataprovid:[2,3,53],dataset:[12,18,22,67,68,71],datatyp:12,date:47,decayedadagrad:10,decor:35,defin:[56,66,70,71],delet:[47,56],delv:63,demo:56,dens:25,depend:40,deploi:26,deriv:48,descript:[28,53,62,67,69],design:[15,16,18,22,23,24,25,29,30,34,35,37],destroi:[37,56],detail:[21,53,63],detect:[7,8],detection_map:7,detection_output:8,develop:[41,46,47,49],devic:55,dictionari:[35,61],differ:55,directori:56,dispatch:[18,22],distribut:[15,18,21,26,51,53,56],doc:[15,18,22,23,24,25,29,30,34,35],docker:[26,41,46,57],document:[41,60],dotmul_oper:8,dotmul_project:8,down:56,download:[40,56,57,61,64,68,71],dropout:8,dylib:33,dynam:18,ec2:56,elast:56,elect:25,embed:[8,61,66],enough:16,entri:35,environ:26,eos:8,equat:48,evalu:[7,39,68],evalutaion:71,event:[14,15],exampl:[15,17,33,61,62],exercis:63,exp:5,expand:8,expandlevel:8,explain:16,extern:56,extract:[61,64,68,71],fault:18,featur:[64,67,68,69],field:68,file:[56,57,66,67,68],find:56,first_seq:8,fork:47,form:38,format:[18,66],forward:30,framework:16,from:[15,25,38,40,42,46],full_matrix_project:8,fulli:8,gan:62,gate:45,gated_unit:8,gener:[45,46,62,71],get:[43,57],get_output:8,github:47,gotcha:46,gpu:[41,50,53,55],gradient:[16,23,48],gradient_print:7,graident:16,graph:30,group:[8,56],gru:[9,53],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:50,handler:[15,32],happen:25,high:38,hook:47,how:[16,21,35,49,50],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:56,ident:5,identity_project:8,imag:[8,9,26,41,57,63],imagenet:64,imdb:[12,70],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,17,21,35,48,62],infer:[14,66],info:64,ingredi:15,ingress:27,init_hook:2,initi:[23,55,56],input_typ:2,insid:37,inspect:56,instal:[40,42,56,66],instanc:56,integr:56,interact:38,interfac:[12,16,18,23,24,35,37,64],interpol:8,introduct:[1,61,64,70,71],isn:35,issu:47,job:[18,26,51,56,57],join:8,keep:47,kei:56,kill:51,kmax_sequence_scor:8,kube:56,kubectl:56,kubernet:[26,56,57],label:69,lambda_cost:8,larg:21,last_seq:8,launch:51,layer:[8,15,29,48,55],learnabl:8,leval:38,level:38,libpaddle_capi_shar:33,libpaddle_capi_whol:33,librari:23,line:[54,66],linear:[5,39],linear_comb:8,list:[19,35],local:[37,47,55,56],log:[5,66],logic:22,logist:66,low:38,lstm:[9,53,69,70],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,manag:17,map:35,master:[18,22,26],math:8,mathemat:16,matrix:53,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,memori:8,messag:38,meta:68,mini:35,minibatch:12,misc:8,mix:[8,55],mnist:[12,62],model:[2,3,13,15,21,23,25,39,41,44,45,51,55,61,62,63,64,65,66,71],modifi:57,momentum:10,movi:[67,68],movielen:[12,67,68],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:35,multiplex:8,name:[37,56],nce:8,need:[35,46,50],network:[9,45,55,62,63,64,66,68,69],neural:[45,63,66,68,69],neuralnetwork:39,nlp:[9,53],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:50,nvvp:50,object:[18,68],observ:[61,64],onli:[35,37,41],oper:29,opproto:38,optim:[10,18,23,30,49,66],option:[28,40,61],order:28,origin:47,orthogon:37,outlin:52,output:[8,51,56],overview:[25,37,66],packag:17,pad:8,paddl:[21,35,36,37,57],paddlejob:26,paddlepaddl:[15,41,42,46,56,60,61,71],pair:56,parallel_nn:55,paramet:[6,8,14,15,18,23,24,26,34,53,54,56,61,64],paraphras:61,parent:37,part:30,partit:23,pass:55,path:[25,28],perform:[50,53],persist:22,pfsclient:[27,28],pfsserver:27,pnpair:7,point:56,pool:[8,11],power:8,pre:47,precision_recal:7,predict:[4,63,64,68,69,70],prefetch:35,prelu:8,prepar:[39,51,56,61,62,63,68,70,71],preprocess:[61,63,66,68,71],prerequisit:51,pretrain:[61,71],print:7,privat:56,problem:39,process:[18,23,26,46],profil:50,project:17,provid:[2,35,66,68,69],pserver:25,pull:47,push:47,pydataprovider2:2,python:[4,16,26,35,38,41,48,64,66,68],queue:[18,22],quick:66,randomnumb:53,rank:7,rank_cost:8,rat:68,rate:67,reader:[12,15,35],recoveri:18,recurr:[8,9,45,66],recurrent_group:8,ref:16,refer:[2,50,69,70],region:56,regist:38,regress:[39,66,68],regular:23,relu:5,remot:24,render:56,repeat:8,request:47,requir:[17,40,47],reshap:8,resnet:64,result:[51,57,71],retri:22,revis:61,rmsprop:10,rnn:[44,45,53],role:69,rotat:8,route53:56,row_conv:8,row_l2_norm:8,run:[46,51,57,69],runtim:26,sampl:8,sampling_id:8,save:25,scale:[8,18],scale_shift:8,scaling_project:8,scope:37,script:57,secur:56,select:23,selective_fc:8,semant:69,sentiment:[12,70],seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:45,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[18,22,23,26,53,56],servic:56,set:54,setup:[40,56],sgd:53,share:[15,37],should:37,shuffl:35,sigmoid:5,simpl:[39,45],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:35,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,some:46,sourc:[40,42,46],span:40,spars:[23,24,25,55],specifi:[55,61],split:68,spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:70,standard:66,stanh:5,start:[15,43,47,56,57,66],startup:57,store:18,structur:62,sub_nested_seq:8,subcommond:28,submit:26,suffici:35,suitabl:17,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:66,synopsi:28,system:56,tabl:33,table_project:8,take:35,tanh:5,task:[18,22],tear:56,templat:56,tensor:8,test:[46,47,48,53,55,68,69,70],text:71,text_conv_pool:9,theori:16,thi:37,timelin:25,timer:50,tip:50,todo:[19,20],togeth:37,toi:62,toler:18,tool:[17,50],train:[14,15,18,21,24,26,35,39,41,51,53,55,56,57,61,62,63,66,68,69,70,71],trainer:[14,18,23,25,26,56,68],tran:8,trans_full_matrix_project:8,transfer:66,tune:[50,53],tutori:[61,63,65,69,70,71],two:16,ubuntu:40,uci_h:12,unit:[46,48,53],updat:[15,24,25,56],usag:[35,41,49],use:[21,35],user:[18,61,67,68,70,71],util:7,value_print:7,variabl:37,vector:53,verifi:56,vgg_16_network:9,visual:64,volum:56,vpc:56,warp_ctc:8,what:[21,25,46,50],when:[25,37],why:[35,50],wmt14:12,word:[61,66],work:41,workflow:71,workspac:51,wrapper:48,write:[48,66],yaml:57,zoo:[64,65]}})
\ No newline at end of file
+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/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/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","design/simple_op_design","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/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","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/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/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","design/simple_op_design.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/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","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":66,"00186201e":4,"00m":50,"01852v1":8,"03m":50,"0424m":50,"0473v3":9,"055ee37d":56,"05d":63,"0630u":50,"06u":50,"0810u":50,"08823112e":4,"0957m":50,"0ab":8,"0rc1":36,"0rc2":36,"0th":71,"10007_10":70,"10014_7":70,"100gb":50,"100gi":56,"10g":26,"10m":50,"1150u":50,"11\u5b9e\u73b0\u4e86c":33,"11e6":57,"12194102e":4,"124n":50,"13m":57,"1490u":50,"15501715e":4,"1550u":50,"15mb":66,"1636k":71,"16mb":66,"16u":50,"173m":64,"173n":50,"1770u":50,"18ad":56,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":57,"197u":50,"1gb":50,"1st":[61,64,70,71],"202mb":71,"210u":50,"211839e770f7b538e2d8":9,"215n":50,"228u":50,"234m":64,"2520u":50,"252kb":66,"25639710e":4,"25k":66,"2680u":50,"27787406e":4,"279n":50,"27m":50,"285m":50,"2863m":50,"28m":50,"28x28":2,"2977m":50,"2cbf7385":56,"2nd":[8,70,71],"302n":50,"30u":50,"32777140e":4,"328n":50,"32u":50,"32x32":[12,63],"331n":50,"3320u":50,"36540484e":4,"365e":56,"36u":50,"3710m":50,"3768m":50,"387u":50,"38u":50,"3920u":50,"39u":50,"3rd":[68,70,71],"4035m":50,"4090u":50,"4096mb":53,"4279m":50,"43630644e":4,"43u":50,"448a5b355b84":57,"4560u":50,"4563m":50,"45u":50,"4650u":50,"4726m":50,"473m":57,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":53,"4yf":8,"50bd":56,"50gi":56,"51111044e":4,"514u":50,"525n":50,"526u":50,"53018653e":4,"536u":50,"5460u":50,"5470u":50,"54u":50,"55g":71,"5690m":50,"573u":50,"578n":50,"5798m":50,"586u":50,"58s":57,"5969m":50,"5delta":8,"6080u":50,"6082v4":8,"6140u":50,"6305m":50,"639u":50,"655u":50,"6780u":50,"6810u":50,"682u":50,"6970u":50,"6ce9":56,"6node":51,"6th":71,"704u":50,"70634608e":4,"7090u":50,"72296313e":4,"72u":50,"73u":50,"75u":50,"760u":50,"767u":50,"783n":50,"784u":50,"78m":50,"7eamaa":12,"7kb":57,"8250u":50,"8300u":50,"830n":50,"849m":50,"85625684e":4,"861u":50,"864k":71,"8661m":50,"892m":50,"901n":50,"90u":50,"918u":50,"9247m":50,"924n":50,"9261m":50,"93137714e":4,"9330m":50,"94u":50,"9530m":50,"96644767e":4,"983m":50,"988u":50,"997u":50,"99982715e":4,"99m":64,"99u":50,"9f18":57,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":27,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":27,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":27,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":36,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":27,"\u4e0a\u4f20\u65b9\u6cd5":36,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":27,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":27,"\u4e0b\u8f7d\u5230\u672c\u5730":27,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":33,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":27,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":32,"\u4e0d\u4f7f\u7528c":32,"\u4e0d\u4f7f\u7528swig":32,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":32,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":32,"\u4e0d\u5728":33,"\u4e0d\u5bb9\u6613\u51fa\u9519":27,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":32,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":32,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":27,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":36,"\u4e0e\u53ef\u80fd\u6709\u7684":36,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":33,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":32,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":32,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":36,"\u4e2a\u6027\u5316\u63a8\u8350":36,"\u4e2d":[32,33],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":32,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":33,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":27,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":33,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":27,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":33,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":33,"\u4e5f\u4e0d\u751f\u6210":33,"\u4e66\u5199":32,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":32,"\u4ece":36,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":33,"\u4ed6\u662f\u5c06":33,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":32,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":32,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0b":20,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":27,"\u4ee5\u53canumpi":20,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":32,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":32,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":33,"\u4f46\u4e0d\u66b4\u9732":33,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":36,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":36,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":33,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":32,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":32,"\u4f7f\u7528":[33,36],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":32,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":33,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":33,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":32,"\u4f7f\u7528c":33,"\u4f7f\u7528c99\u505a\u63a5\u53e3":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":32,"\u4f7f\u7528regress":36,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":32,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":32,"\u4f7f\u7528void":32,"\u4f8b\u5982":[20,32,33,36],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":32,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":32,"\u4f8b\u5982\u5bf9\u4e8epython":32,"\u4f8b\u5982c":32,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":32,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":32,"\u4f8b\u5982python\u7684":32,"\u4f9d\u6b21\u7c7b\u63a8":36,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":32,"\u4fee\u590d\u6240\u6709bug\u540e":36,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":36,"\u4fee\u590dubuntu":36,"\u4fee\u6539\u6210":36,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":36,"\u505a\u63a5\u53e3":32,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":33,"\u5176\u4e2d":[32,36],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":33,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":36,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":33,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":33,"\u5177\u4f53\u8bf7\u53c2\u8003":33,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":32,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":32,"\u518d\u57fa\u4e8e":36,"\u5199\u4ee3\u7801":32,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":33,"\u51fd\u6570\u547d\u540d":32,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":36,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":36,"\u5206\u652f\u4e2d":36,"\u5206\u652f\u4e3a\u5f00\u53d1":36,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":36,"\u5206\u652f\u4e3a\u7a33\u5b9a":36,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":36,"\u5206\u652f\u5408\u5165":36,"\u5206\u652f\u5408\u5165master\u5206\u652f":36,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":36,"\u5206\u652f\u540d\u4e3a":36,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":36,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":36,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":36,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":36,"\u5206\u7247":19,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u5ffd\u7565":19,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5230":19,"\u529f\u80fd":27,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":36,"\u52a8\u6001\u5e93":32,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":33,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":36,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":33,"\u5373\u4f7f\u7528":33,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5373\u4f7fc":33,"\u5373\u4f8b\u5982":33,"\u5373\u4fbfpaddl":33,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":33,"\u5373\u66b4\u9732":33,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":32,"\u53c2\u6570":32,"\u53c2\u8003":[27,32],"\u53cc\u5411\u9a8c\u8bc1":27,"\u53d1\u5e03\u5230dockerhub":36,"\u53d1\u5e03\u5230github":36,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":33,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":32,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":32,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u7528":27,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":36,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u540c\u65f6\u518d\u5c06":36,"\u540c\u65f6\u63d0\u8d77":36,"\u540d\u5b57\u4fee\u9970":32,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":36,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":32,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,32,33,36],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":32,"\u56fe\u50cf\u5206\u7c7b":36,"\u5728":[33,36],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":36,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":33,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":20,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":33,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":27,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":33,"\u5728\u7528\u6237\u4f7f\u7528c":33,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":36,"\u5728\u8fd9\u4e2a":36,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":36,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":33,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":33,"\u5728c":32,"\u5728c\u7684\u5934\u6587\u4ef6":32,"\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":20,"\u5728paramet":19,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":33,"\u5747\u662f\u5728":33,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":27,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":32,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":32,"\u5982\u679c\u5931\u8d25":36,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":36,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":33,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":32,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":36,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":32,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":33,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":27,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":32,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":32,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":32,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":32,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":32,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":33,"\u5bf9\u4e8e\u6bcf\u79cdc":33,"\u5bf9\u6bd4":32,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":33,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":36,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":33,"\u5c06":36,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":32,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":36,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":36,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":32,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":33,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":32,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":27,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":27,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":32,"\u5e76\u5220\u9664":36,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u53d1\u5e03\u5230pypi":36,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":33,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":32,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":36,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":36,"\u5efa\u8bae":36,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":33,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":36,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":36,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":36,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":36,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":33,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":27,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"\u5f97\u4f7f\u7528":32,"\u5fc5\u8981":33,"\u60c5\u611f\u5206\u6790":36,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":33,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":27,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":27,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[32,33],"\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":19,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":27,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":33,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":33,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":33,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":33,"\u628a":20,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u63a5\u53e3":[32,33],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":33,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":27,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":27,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":27,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":27,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":27,"\u6570\u636e":27,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":32,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":27,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6587\u4ef6":32,"\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":27,"\u6587\u4ef6\u5185\u5bb9\u4e3a":32,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":27,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":36,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":36,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":27,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":32,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65f6":19,"\u662f":27,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":32,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":33,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":32,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":33,"\u662f\u56e0\u4e3ac99\u652f\u6301":32,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":27,"\u662f\u6307":33,"\u662f\u7528\u6237\u4f7f\u7528c":33,"\u662fc":33,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":33,"\u6700\u540e\u5220\u9664":36,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":32,"\u6709\u6807\u51c6\u7684":32,"\u6709\u7684\u65f6\u5019":32,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":36,"\u672c\u6587\u6863\u63cf\u8ff0paddl":33,"\u673a\u5668\u7ffb\u8bd1":36,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":32,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":32,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":33,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":36,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":32,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":36,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u969410\u5206\u949f":19,"\u6bd4\u5982":20,"\u6bd4\u5982\u5c06":36,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6ce8":19,"\u6d4b\u8bd5docker\u955c\u50cf":36,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":27,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":27,"\u7248\u672c\u5206\u652f":36,"\u7248\u672c\u53f7":36,"\u7248\u672c\u53f7rc":36,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":36,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":32,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":32,"\u751f\u6210\u6587\u6863":32,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":32,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":27,"\u7528":27,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":33,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":33,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":27,"\u7528\u6237\u901a\u8fc7c":33,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8ec":32,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":27,"\u7531\u4e8epypi":36,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":27,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u7684\u5934\u6587\u4ef6":32,"\u7684\u63a5\u53e3\u6837\u5f0f":32,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":32,"\u7684\u7f29\u5199":27,"\u7684\u89c4\u8303":32,"\u7684\u89d2\u5ea6":20,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":27,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":32,"\u76ee\u5f55\u4e0b":33,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":32,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":33,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":32,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":32,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":36,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":36,"\u7b2c\u4e8c\u4e2a\u4e3a":36,"\u7b49":33,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":33,"\u7b49\u6587\u4ef6":33,"\u7c7b\u4f3c":33,"\u7c7b\u540d\u548cc":32,"\u7c7b\u578b":32,"\u7ea2\u697c\u68a6":61,"\u7ed3\u8bba":32,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":32,"\u7f16\u8bd1\u578b\u8bed\u8a00":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":36,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":36,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":36,"\u7f16\u8bd1c":33,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":36,"\u7f16\u8bd1ubuntu\u7684deb\u5305":36,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":33,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":32,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":33,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":27,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":32,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":32,"\u800c\u5bf9\u4e8egolang":32,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":32,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":33,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":32,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":33,"\u826f\u597d\u7684\u6587\u6863":32,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":33,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":32,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":32,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":33,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":36,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":36,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":36,"\u8bbe\u7f6e":33,"\u8bc6\u522b\u6570\u5b57":36,"\u8bcd\u5411\u91cf":36,"\u8be6\u7ec6\u8bbe\u8ba1":27,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":36,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":33,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":36,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":33,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":33,"\u8fd9\u4e09\u4e2a\u5206\u652f":36,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":33,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":33,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":33,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":32,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":32,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":33,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":33,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":33,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":33,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\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":20,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":32,"\u8fd9\u662f\u56e0\u4e3a":32,"\u8fd9\u6837":33,"\u8fd9\u6837\u4fdd\u8bc1":36,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":27,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":32,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":36,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":27,"\u901a\u5e38":33,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":33,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":27,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":36,"\u90a3\u4e48":33,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":32,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":27,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":32,"\u91cd\u547d\u540d\u6210":32,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":32,"\u9519\u8bef\u5904\u7406":32,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":32,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":32,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":33,"\u9700\u8981":20,"\u9700\u8981\u4fee\u6539build":36,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":27,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":33,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":36,"\u9700\u8981\u5f15\u7528":33,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":32,"\u9700\u8981\u6ce8\u610f\u7684\u662f":36,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":33,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":36,"\u9ed8\u8ba4256k":27,"\ufb01xed":71,"abstract":[37,48,53],"api\u4e2d\u4f7f\u7528":32,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":33,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":33,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":33,"api\u63a5\u53e3":27,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":33,"api\u65f6":33,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":33,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":33,"api\u66b4\u9732\u7684\u7c7b\u578b":33,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":33,"api\u7684\u5b9e\u4f8b":33,"api\u7684\u5b9e\u73b0\u7ec6\u8282":33,"api\u7684\u63a5\u53e3":33,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":33,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":33,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":33,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":36,"boolean":[8,28,31,32],"break":[17,66],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":36,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":36,"byte":27,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":32,"c\u6709\u6807\u51c6\u7684abi":32,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":32,"case":[8,21,33,35,39,41,45,48,50,54,56,62,66],"char":[23,68],"class":[4,5,6,7,8,10,11,12,14,15,29,30,32,37,38,52,63,70],"const":[21,23,34,37,38,48],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":33,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":33,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":33,"core\u6982\u5ff5":33,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":36,"deb\u5305\u7f16\u8bd1\u95ee\u9898":36,"default":[2,6,7,8,9,11,12,14,15,17,31,37,38,41,46,51,53,55,56,57,66,68,70,71],"enum":[21,23,38],"export":[40,63],"final":[8,9,16,39,40,47,48,70],"float":[2,6,7,8,10,12,38,39,48,50,55,61,64],"function":[2,4,8,9,10,12,15,18,22,23,24,26,30,34,35,37,38,39,45,48,50,51,53,62,63,66,69,70,71],"golang\u53ef\u4ee5\u4f7f\u7528":32,"golang\u7684":32,"h\u5e76\u4e0d\u56f0\u96be":32,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[2,4,7,8,15,17,31,37,39,45,50,56,61,62,63,64,66,70,71],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":27,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[2,6,7,8,9,12,21,22,23,26,32,33,35,38,48,55,66,69],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":32,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":36,"long":[1,8,9,12,41,50,69,70],"model\u505a\u5206\u652f\u7ba1\u7406":36,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[2,8,12,17,18,21,22,23,24,25,35,38,46,47,49,56,57,62,66,69,70],"note\u7684\u4e66\u5199":36,"null":[8,48,53],"org\u76ee\u524d\u9075\u5faa":36,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":32,"paddle\u4f7f\u7528git":36,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":32,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":32,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":36,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":36,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":36,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":36,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":32,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":33,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":32,"paddle\u7684c":33,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":33,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":32,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":33,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":32,"paddle_\u7c7b\u578b\u540d":33,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":33,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":36,"patch\u53f7\u52a0\u4e00":36,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":27,"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":27,"pfsserver\u63d0\u4f9brest":27,"public":[12,29,37,38,48,51,56,57,70],"py\u4e2d":36,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":36,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":36,"return":[2,6,7,8,9,11,12,14,15,16,20,21,23,26,29,31,37,38,39,45,48,56,62,64,66,67,68,71],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"short":[8,9,37,39,68,69,70],"static":[14,23,33,37,38,56],"super":48,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":32,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":32,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"swig\u76f4\u63a5\u8bfb\u53d6c":32,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":32,"switch":[33,56,70],"tag\u4e3a":36,"throw":[16,56],"true":[2,6,7,8,9,11,12,14,15,21,31,35,38,39,45,48,53,55,56,64,68,69,70,71],"try":[10,17,18,21,22,23,35,37,46,50,62],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":33,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":36,"var":[16,29,30,31],"void":[21,23,29,32,33,38,48],"wheel\u5305":36,"while":[1,2,6,12,25,34,35,37,41,45,53,62,66,70,71],AGE:[56,57],AND:68,ARE:68,AWS:[20,49,58,59],Age:67,And:[2,7,8,10,12,14,21,25,26,35,37,45,55,56,57,61,64,68,70,71],But:[2,8,9,12,16,29,37],EOS:8,For:[1,2,7,8,10,12,14,15,22,23,24,26,29,30,34,35,38,39,40,41,45,47,48,50,51,52,53,55,61,63,64,66,70,71],Going:70,Has:2,IDE:46,IDs:[12,25,66],Ids:66,Into:56,Its:[2,31,45,56,68],NMS:8,Not:[15,18,51],ONE:2,One:[7,9,14,16,25,37,45,48,53,62,66,70,71],Ops:38,PFS:27,QoS:57,THE:2,TLS:[15,27,56],That:[8,12,35,41,53,55],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,17,18,22,24,25,26,28,33,35,37,38,39,40,41,42,45,46,47,48,50,51,53,55,56,57,61,62,63,64,66,67,68,69,70,71],Their:[2,8,18],Then:[4,8,29,40,41,45,47,48,50,56,57,61,63,68,69,70],There:[7,8,12,14,15,17,18,23,25,26,28,34,37,39,41,50,56,62,63,64,65,66,68,71],These:[7,30,38,51,55,63,69],USE:68,USING:68,Use:[2,7,12,15,28,35,41,48,50,53,54,56,68],Used:9,Useful:2,Using:[18,37,46,57,70],VMs:46,VPS:56,WITH:47,Will:[12,14],With:[2,8,9,39,62,69],YES:26,Yes:[41,46],___fc_layer_0__:56,__doc__:38,__file__:26,__gradient_machines__:14,__impl__:38,__init__:48,__main__:64,__meta__:68,__name__:64,__param_conf__:14,__rnn_step__:45,__tmp_params__:14,_binari:17,_error:62,_librari:17,_link:9,_proj:8,_res2_1_branch1_bn:64,_source_language_embed:[45,61],_target_language_embed:[45,61],_test:17,aaaaa:20,aaaaaaaaaaaaa:56,abc:8,abl:[8,15,62,70],about:[4,8,9,17,26,28,37,38,39,50,52,53,56,69,70,71],abov:[2,4,7,8,15,17,18,22,29,30,38,39,41,46,47,50,56,57,62,64,66,69],abs:[8,9,16,62],abs_numeric_grad:16,absolut:[1,51],academ:67,acceler:[19,55],accept:[2,4,6,8,12,15,35,66,69],acceptor:69,access:[1,8,9,15,17,22,25,26,45,71],accessmod:56,accident:67,accomplish:41,accord:[1,2,7,8,16,23,30,51,52,53,55],accordingli:[4,7,8,48],accordingto:69,accrod:9,accrodingli:21,accumul:[18,23],accur:[16,25],accuraci:[7,48,66,67,70],achiev:[50,63],ack:53,acl:70,aclimdb:70,across:[8,12],act:[8,9,39,45,66],act_output:38,act_typ:66,action:[56,67],activ:[4,9,13,17,38,39,40,45,48,53,66,70],activi:9,actual:[2,21,38,39],adadelta:66,adagrad:66,adam:[15,23,66,70,71],adamax:66,adamoptim:[61,66,70,71],adapt:[7,10,14,39,70,71],add:[2,8,9,12,16,17,21,25,29,31,37,39,40,46,47,48,50,55,66,68],add_depend:17,add_execut:17,add_input:48,add_test:[17,48],add_to:8,add_unittest_without_exec:48,addattr:38,addbia:48,addcom:38,added:[2,7,14,47,48],adding:64,addinput:38,addit:[8,9,41,66],addop:29,addr:18,address:[18,23,41,50,53],addrow:48,addtion:51,addtolay:8,addtyp:38,adject:70,adjust:39,admin:67,administr:[25,46],adopt:69,advanc:[16,45,50,53],advantag:[16,70],adventur:67,adverb:70,adversari:35,advic:50,affect:8,afford:22,afi:2,aforement:[17,51],after:[8,9,12,17,22,23,25,28,34,40,41,45,47,48,51,53,55,56,57,62,63,64,66,68,69,70,71],again:[15,18,50],against:56,age:[12,68],agg_level:8,aggreg:56,ago:17,aid:50,aim:[70,71],aircraft:71,airplan:63,aistat:8,alex:[8,70],alexnet_pass1:55,alexnet_pass2:55,algorithm:[8,10,22,39,45,61,63,70,71],alia:[5,6,8],align:[8,9,12,71],all:[2,6,7,8,10,14,15,17,18,21,23,25,26,28,30,33,38,39,41,45,46,47,48,50,51,52,53,55,56,57,61,62,64,66,67,68,69,70,71],alloc:[6,23,26,48,55],allow:[15,23,41,47,48,50,53,56,66],allow_only_one_model_on_one_gpu:[52,53,55],almost:[39,46,51,61],along:70,alpha:17,alreadi:[17,18,37,41,50,51,53,56,57,70],alreali:[52,71],also:[1,2,8,9,12,15,17,21,24,29,30,34,35,37,38,40,41,45,46,48,50,51,57,62,63,64,66,69,70],although:39,alwai:[4,8,9,14,17,35,39,53,56,71],amaz:63,amazon:[56,57,66,70],amazonaw:56,amazonec2fullaccess:56,amazonelasticfilesystemfullaccess:56,amazonroute53domainsfullaccess:56,amazonroute53fullaccess:56,amazons3fullaccess:56,amazonvpcfullaccess:56,ambigu:[35,69],amd64:[40,56],american:63,among:[56,70],amount:[50,70],analysi:[39,50,65,69],analyz:[66,70],andd:56,ani:[1,2,8,9,12,15,17,18,23,25,26,35,46,50,56,66,68,71],anim:67,annot:69,annual:69,anoth:[2,8,14,15,26,37,38,41,46,53,56,69,70],ans:56,answer:[39,56,69],anyth:[12,35,47,56,69],api:[12,14,15,17,23,24,26,27,29,34,36,40,48,50,56,60,62,66,68,70],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:68,api_trainer_config_helpers_lay:45,api_trainer_config_helpers_layers_context_project:68,api_trainer_config_helpers_layers_cos_sim:68,api_trainer_config_helpers_layers_data_lay:68,api_trainer_config_helpers_layers_embedding_lay:68,api_trainer_config_helpers_layers_fc_lay:68,api_trainer_config_helpers_layers_pooling_lay:68,apiserv:56,apivers:[56,57],apo:71,appar:71,appear:[30,69],append:[2,14,35,45,48,51],append_gradient_machin:14,appleclang:40,appleyard:50,appli:[8,30,37,45,48,63,66],applic:[30,41,50,56,57,70],applyl1:21,appreci:[47,70],approach:[8,34],apt:[40,63],arbitrari:8,architectur:[61,69,70,71],architecur:70,archiv:[12,32,33],arg:[2,7,9,38,39,52,62,63,64,66,69,70],arg_nam:8,argu:69,argument:[2,4,8,12,21,22,34,45,48,53,54,61,62,63,64,68,69,70,71],argv:64,arn:56,around:[2,8,25,56],arrai:[4,6,8,12,14,23,30,35,39,64],art:[39,69],articl:[30,46,47,51,57],artifact:56,artifici:62,artist:67,arxiv:[8,9,62,70],as_row_vector:8,ask:[18,25,46],aspect:70,assign:[7,8,22,53,56],associ:[34,69,70,71],assum:[7,8,45,55,61],assur:1,astyp:[35,62],asyc:18,async:[18,52],async_count:53,async_lagged_grad_discard_ratio:53,async_lagged_ratio_default:[52,53],async_lagged_ratio_min:[52,53],asynchron:[18,53],atla:40,atlas_root:40,attenion:9,attent:[8,9,41,71],attitud:70,attr1:8,attr2:8,attr:[6,8,9,38,45],attr_map:38,attribut:[2,8,9,13,37,38,48,61,69],attrproto:38,attrtyp:38,attrvalu:38,auc:52,aucvalidationlay:53,authent:56,author:[27,56,64],authorized_kei:51,auto:[21,32,37,48,50,65,68],autom:[56,71],automak:40,automat:[8,15,23,29,38,40,41,45,47,48,51,52,53,56,68,69,71],automaticli:8,automobil:63,avail:[18,23,40,56],averag:[7,8,11,22,53,64,66,68,69,70,71],average_test_period:[52,53,69],average_window:70,averagepool:8,avg:[50,66],avgcost:[66,68,70,71],avgpool:[8,66],avoid:[16,18,34,50],avx:[40,41,47],await:57,awar:[15,41,46,56],aws:27,aws_account_id:56,awsaccountid:56,awskeymanagementservicepowerus:56,b2t:61,b363:57,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:57,ba5f:56,back:[2,18,41],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,21,23,34,45,48,53,55],backward_first:45,backward_op:16,backwardactiv:48,bag:[66,70],baidu:[39,57,61],baik:61,balanc:[53,56,62],balasubramanyan:70,bank:69,bardward:9,bare:57,barrier:53,barrierstatset:50,base:[7,8,11,12,15,22,39,45,46,48,50,51,53,56,61,62,66,68,70,71],baseactiv:9,baseev:14,basematrix:48,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[41,46,47,56,57],bashrc:40,basic:[2,8,14,41,47,48,66,67,70],batch:[2,8,9,10,12,14,15,18,20,21,48,51,53,56,57,62,63,64,66,68,69,70,71],batch_0:64,batch_id:14,batch_norm_lay:9,batch_norm_typ:8,batch_read:[20,35],batch_siz:[2,12,39,51,61,62,63,66,68,70,71],batchsiz:[8,48],bazel:17,bbbbb:20,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:36,beam:[8,45,53,69,71],beam_gen:[8,45],beam_search:[14,45],beam_siz:[8,45,52,53,55],beamsiz:71,becaus:[4,7,8,12,15,16,17,18,23,34,35,37,45,46,48,55,56,63,66,69],becom:[37,50],been:[2,17,22,40,46,63,66,69,70,71],befor:[4,8,9,18,25,28,30,34,35,41,47,51,56,63,70,71],begin:[4,7,8,21,23,28,30,48],beginiter:[14,15],beginn:45,beginpass:[14,15],begintrain:15,behavior:50,being:[25,35,62],belong:[8,37,71],below:[2,8,18,23,34,35,45,48,50,51,56,62,63,66,68],benefit:[9,25,26],bengio:8,bertolami:70,besid:[1,8,12,71],best:[8,17,40,41,46,53,66,68,70,71],best_model_path:69,besteffort:57,beta1:10,beta2:10,beta:64,better:[8,9,17,39,51,56,62,68],between:[7,8,10,14,17,18,23,33,34,37,39,56,62,66,67,70,71],bgr:64,bi_gru:9,bi_lstm:9,bia:[8,9,10,45,48,64],bias:[8,48],bias_attr:[8,9,39,45],bias_param_attr:9,biases_:48,biasparameter_:48,biassiz:48,bidi:57,bidirect:[8,9,45,69,71],bidirectional_lstm_net:70,big:50,bigger:18,biggest:70,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:50,bin:[40,41,51,56,57,68],binari:[2,7,8,12,17,26,46,50,56,61,66,70],bind:[29,37],bird:63,bison:40,bit:66,bitext:71,bla:40,blank:[8,56],block:[8,19,21,23,31,39,48,50,53,64,70],block_i:8,block_x:8,blockdesc:30,blog:70,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:70,book:[12,45],bool:[2,6,7,8,9,11,12,14,38,48,53,55,66,70],boot:[8,45],boot_bia:8,boot_bias_active_typ:8,boot_lay:45,boot_with_const_id:8,bootstrap:40,bos_id:[8,45],both:[5,6,8,9,15,17,18,25,41,45,48,50,56,62,64,66],bottleneck:[50,64],bottom:[14,70],bound:8,boundri:7,bow:[66,70],box:[8,50],brace:30,brain:25,branch:[8,15,17,31,36],breadth:[53,71],brendan:70,brew:40,brief:[17,23],briefli:50,broadcast:18,broken:47,brought:47,brows:41,browser:[41,56],bryan:70,bsd:46,bucket_nam:56,buf:21,buf_siz:12,buffer:[2,12,21,35,37,53],buffer_s:12,buffered_read:35,bug:[47,56],bui:70,build:[8,12,17,26,30,36,38,39,41,43,49,53,56,58,59,61,63,64,66,68,70,71],build_dict:12,built:[17,38,40,41,46,62,69],bunch:[50,66],bunk:70,button:[47,56],c11:32,c703c041:47,c99:33,c99e:56,cach:[66,69],cache_pass_in_mem:[2,66,69],cachetyp:[2,66,69],calc_batch_s:[2,69],calcul:[2,7,8,9,10,16,18,23,45,48,50,53,55,62,68],call:[2,7,8,9,15,16,21,22,23,24,26,30,37,38,39,41,45,46,47,48,50,53,56,63,64,66,70,71],callabl:[2,6,8,12],callback:48,caller:56,caltech:63,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,21,22,25,26,29,30,31,34,35,38,39,40,41,45,46,47,48,50,51,52,53,55,56,57,61,62,63,64,66,68,69,70,71],can_over_batch_s:[2,69],cancel:[25,47],candid:8,cannot:[37,48],caoi:71,capabl:[40,70],capac:56,capi:32,capi_prvi:33,caption:[39,71],captur:[39,51],card:51,care:[9,26,35,52,53,67],carefulli:[51,53,64],caret:14,cast_to_op_attr:38,cat:[41,63,64,70],categor:69,categori:[8,12,18,66,70],categorig:12,categoryfil:57,caus:[18,28],caution:[56,57],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:71,cclient:24,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,70],center:2,ceph:[20,57],cephf:[20,26,27],certain:[1,37,52,69],certif:[15,27,56],cffi:32,cfg:57,cgo:32,chain:[12,30,48],challeng:[8,18],chanc:[15,48,66],chang:[8,12,17,22,26,34,35,37,39,41,45,47,48,50,53,56,66,70],channel:[8,9,50,51,64],channl:[51,64],charact:[66,68],character:39,characterist:[55,63],check:[2,12,17,39,40,41,47,53,55,56,67],check_align:12,check_attr:38,check_eq:48,check_fail_continu:2,check_grad:16,check_l:48,check_sparse_distribution_batch:[52,53],check_sparse_distribution_in_pserv:[52,53],check_sparse_distribution_ratio:[52,53],check_sparse_distribution_unbalance_degre:[52,53],checkgrad:53,checkgrad_ep:53,checkout:47,checksum:27,children:67,china:41,chines:65,chmod:[40,56],choic:[17,41,67],choos:[46,53,66,68],chosen:[1,67,71],chunk:[22,27,62,69],chunk_schem:7,chunktyp:7,cifar:[62,63],cifar_vgg_model:63,circl:30,claim:56,claimnam:56,clang:[32,40,41,47],clarifi:7,class1:70,class2:70,class_dim:70,classfic:[64,70],classfiic:63,classic:[8,39],classif:[2,4,8,30,55,64,65,66,70,71],classifc:70,classifi:[8,62,63,64,66,70],classification_cost:[63,66],classification_error_evalu:[7,62,66,70,71],classification_evalu:7,claster:56,clean:[4,17,34,46,47,68],clear:[7,16,17,34,37],clearer:34,clearli:37,cleric:67,cli:56,click:[47,50,56],client:[21,24],clip:[6,9,53,66,70],clock:8,clone:[8,40,41,46],close:[2,35,47],closer:39,cloud:[17,18,26,27,28],cloud_read:12,cls:66,cludform:56,cluster:[12,14,15,18,23,52,53,57,66,71],cluster_train:51,cm469:56,cmake3:40,cmake:[33,40,46,48,50],cmakelist:[17,48],cmatrix:[32,33],cmd:57,cna:8,cname:56,cnn:[8,57,64,66],coars:29,code:[2,4,8,12,15,17,25,29,30,34,35,38,39,40,41,42,45,48,49,50,51,56,57,62,66,67],coeff:8,coeffici:8,collabor:18,collect:[8,12,14,39,67],collectbia:48,colleg:67,color:[63,64],colour:12,column:[7,8,30,35,48,61,71],column_evalu:7,colunm:71,com:[8,9,12,17,30,40,41,46,47,56,57,64],combin:[7,8,9,12,14,37,62,68,70],come:70,comedi:67,comma:[14,23,53,61],command:[1,4,17,21,26,28,39,40,41,46,47,48,49,50,51,56,57,58,59,61,62,63,64,68,69,70],commandlin:[50,70],commenc:66,comment:[8,10,17,38,47,66,70],commit:17,commnun:51,common:[20,45,48,52],common_util:51,commonli:[28,45,50,55],commun:[18,23,24,48,51,56],compani:70,compar:[16,17,46,48,62,66],comparison:17,compat:[2,29],compet:70,competit:62,compil:[8,17,38,40,41,46,47,48],complaint:17,complet:[4,8,9,10,12,14,18,22,23,27,30,48,56,57,66],complex:[1,2,9,25,35,45,50,66],complic:[8,29],compon:48,compos:[12,15,29,62,69],composenotalign:12,composit:29,compress:22,compromis:46,comput:[8,9,15,16,18,37,39,40,41,45,46,48,50,55,56,66,68,69,70],computation:[8,45],conat:8,concat:[45,71],concaten:9,concept:[2,7,15,29,34,37,41,45],concern:15,concurr:[18,25],concurrentremoteparameterupdat:53,cond:31,condit:[8,22,45,51,57,71],conduct:50,conf:[4,8,51,61,62,64,71],conf_paddle_gradient_num:56,conf_paddle_n:56,conf_paddle_port:56,conf_paddle_ports_num:56,conf_paddle_ports_num_spars:56,confid:[8,70],confidence_threshold:8,config:[2,6,8,9,20,28,39,48,51,52,53,56,57,61,62,63,64,66,70,71],config_:[21,53],config_arg:[52,53,55,64,66,69,70],config_bas:[7,8,14],config_fil:69,config_gener:[51,68],config_lay:48,config_len:23,config_pars:[4,48],config_proto:23,configur:[0,1,2,4,8,14,21,23,25,26,39,44,46,48,50,53,61,63,64,70,71],confirm:28,conflict:[37,47],confront:71,congest:53,conll05st:69,conll:[12,69],connect:[1,9,26,39,48,56,57,62,63,64,66,68,70],connectionist:[8,70],connor:70,consequ:[8,9],consid:[7,8,10,40,41,46,50,55,63],consider:[2,9],consist:[7,8,12,22,35,38,63,64,66,69,71],consol:[50,56],constant:48,constraint:37,construct:[2,4,7,15,37,38,45],constructbackwardgraph:30,constructoptimizationgraph:30,constructor:[37,38,48],consum:[18,70],contact:25,contain:[2,7,8,9,11,12,14,15,22,34,37,38,42,45,46,47,51,56,63,64,66,67,70,71],containerport:56,contemporan:70,content:[23,28,57,69,70],content_len:23,context:[8,9,12,37,45,61,66,68,69,70,71],context_attr:9,context_len:[8,9,66],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,66],contibut:47,contin:56,continu:[2,7,18,53],contrast:[8,71],contribut:[42,46,49,70],control:[6,41,47,53,56,57,71],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:[15,38,51],convent:23,converg:[51,62,70],convert:[2,4,12,20,35,61,63,64,66,68],convlay:8,convolut:[8,9,12,62,64,68],convoper:8,convtran:8,convtranslay:8,cool:[2,47],coordin:[18,23],copi:[14,15,22,25,28,30,41,47,56,62,68],copy_shared_paramet:62,copytonumpymat:62,core:[2,6,33,34,46,53,71],coreo:56,corespond:69,corpora:71,corpu:[12,69],correct:[2,8,48,56],correctli:[7,12,48,62],correl:[39,63,70],correspoind:15,correspond:[2,4,15,17,31,38,39,47,48,63,67,69,70,71],corss_entropi:15,cos:[8,38],cosin:[8,38,68],cosineop:38,cosineopproto:38,cosineopprotomak:38,cost:[4,10,14,15,30,39,53,62,66,68,70,71],cost_id:8,could:[2,4,8,12,14,15,16,22,34,35,41,46,50,51,56,66,68],count:[7,18,26,35,50,53,55,57,61,68,69,70,71],counter:[18,22,30],coupl:39,cours:[7,26,46],coverag:40,coveral:40,coveralls_uploadpackag:40,cpickl:64,cpp:[16,21,29,32,33,34,47,48,50,66,68,71],cpu:[1,2,6,8,16,26,34,36,40,46,50,53,57,62,69,70,71],cpuinfo:41,cpusparsematrix:33,craftsman:67,crash:[18,50,51,53],crazi:51,creat:[4,6,8,12,14,15,16,18,23,27,28,29,30,34,39,40,41,46,48,51,53,61,62,63,71],create_bias_paramet:48,create_doc_str:38,create_ifelseop:31,create_ifop:31,create_input_paramet:48,create_oper:29,create_python_ops_creatation_funct:38,createargu:62,createfromconfigproto:[4,62],createop:38,createstack:56,creation:[29,56],creationd:56,creator:[12,20],credenti:28,credit:62,crf:69,crime:67,critic:70,crlf:47,crop:64,crop_siz:64,cross:[8,66,69],cross_entropi:[8,15,62],cross_entropy_with_selfnorm:8,crt:27,csc:48,cslm:71,csr:48,csv:67,ctc:7,ctc_evalu:7,ctest:[41,46,47],ctrl:[46,51,68],ctx:69,ctx_0:69,ctx_0_slot:69,ctx_n1:69,ctx_n1_slot:69,ctx_n2:69,ctx_n2_slot:69,ctx_p1:69,ctx_p1_slot:69,ctx_p2:69,ctx_p2_slot:69,cub:63,cuda:[17,40,41,46,50,51,53],cuda_dir:[52,53],cudaconfigurecal:50,cudadevicegetattribut:50,cudaeventcr:50,cudaeventcreatewithflag:50,cudafre:50,cudagetdevic:50,cudagetdevicecount:50,cudagetdeviceproperti:50,cudagetlasterror:50,cudahostalloc:50,cudalaunch:50,cudamalloc:50,cudamemcpi:50,cudaprofilerstart:50,cudaprofilerstop:50,cudaruntimegetvers:50,cudasetdevic:50,cudasetupargu:50,cudastreamcr:50,cudastreamcreatewithflag:50,cudastreamsynchron:50,cudeviceget:50,cudevicegetattribut:50,cudevicegetcount:50,cudevicegetnam:50,cudevicetotalmem:50,cudnn:[8,11,17,40,53],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[52,53],cudnn_convt:8,cudnn_dir:[52,53],cudrivergetvers:50,cuinit:50,cumul:8,curl:[40,56],curli:30,current:[2,8,17,18,21,23,34,37,39,41,45,46,47,48,51,53,56,66,70,71],current_word:45,currentcost:[66,68,70,71],currentev:[66,68,70,71],curv:[15,63,69],custom:[1,2,15,26,48,56,67,70],custom_batch_read:35,cutoff:12,cycl:18,cyclic:8,cython:32,d3e0:56,dai:71,daili:70,dalla:2,dan:69,danger:2,dangl:46,darwin:56,dat:[20,51,68],data:[0,1,2,4,7,9,10,14,15,16,20,21,22,27,30,34,37,38,40,41,45,48,50,51,52,53,55,58,64,67],data_batch_gen:62,data_dir:[61,63,70,71],data_fil:39,data_initialz:66,data_lay:[2,21,39,62,63,66,69],data_read:[12,35],data_reader_creator_random_imag:35,data_sourc:62,data_typ:[12,45],databas:[12,70],datacent:[20,28],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:8,dataprovid:[1,39,51,68,69],dataprovider_bow:66,dataprovider_emb:66,dataproviderconvert:4,datasci:8,dataset:[0,2,20,26,35,39,45,53,61,63,64,66,69,70],date:69,db_lstm:69,dcgan:62,dcmake_install_prefix:40,dead:18,deal:62,debian:41,debug:[2,16,28],decai:[10,63],decar:12,decayr:21,decent:22,decid:[15,25,35],declar:[8,68],decod:[8,9,45,69,71],decoder_boot:45,decoder_group_nam:45,decoder_input:45,decoder_mem:45,decoder_prev:9,decoder_s:45,decoder_st:[9,45],deconv:8,deconvolut:8,decor:[2,12,48],decreas:39,decrypt:56,deep:[8,25,30,39,41,43,50,62,63,64,66,69],deeper:[39,41,64],deer:63,def:[2,8,12,15,16,20,26,29,35,38,39,45,48,62,64,66,69],defalut:[8,53,55],default_devic:55,default_valu:[31,55],defect:34,defer:25,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,25,29,35,37,38,39,45,48,51,53,61,62,63,69],define_py_data_sources2:[2,39,63,64,66],defini:71,definit:[2,16,18,22,38,39,41,61,66,70],definiton:29,degre:8,delai:53,delar:66,delet:[26,27],deletestack:56,delimit:[7,67,68],delta:[8,16],delv:8,demand:18,demo:[8,12,51,57,58,61,62,63,64,65,66,67,68,69,70,71],demograph:67,demolish:57,demonstr:[39,45,62,68],denot:[55,66,67,69],dens:[2,8,12,23,24,48,56,66,68],dense_arrai:12,dense_vector:[2,4,12,39],dense_vector_sequ:12,dep:17,depend:[17,18,26,39,41,46,51,55,63,67],deploi:[8,51,55],deploy:[51,56],deprec:8,deriv:[5,15],desc:38,descent:[8,18],describ:[15,17,22,34,38,39,47,48,56,57,62,66,69],describestack:56,describestackev:56,describestackresourc:56,descript:[4,7,17,40,47,54,56,63,68],deseri:[14,34],desgin:30,design:[2,8,12,21,32,70],desir:[18,56,57,61],destin:[23,28],destruct:37,destructor:48,det_output:7,detail:[2,4,6,7,8,9,10,16,22,26,28,37,40,45,46,47,48,50,51,54,55,56,57,61,62,64,66,68,70,71],detect:[41,47],detection_evalu:7,detection_output:7,determin:[2,8,12,48,62],dev:[40,41,46,47,63,71],devel:40,develop:[17,34,36,40,52,53,71],deverlop:53,deviat:6,devic:[6,34,53,71],deviceid:55,devid:[8,53],dez:70,diagnos:51,diagram:64,dict:[2,7,12,14,66,68,70,71],dict_dim:70,dict_fil:[7,66,69],dict_siz:[12,21],dictionai:66,dictionari:[2,7,8,12,14,15,16,55,64,66,68,69,70,71],dictsiz:71,did:[2,34],diff:47,diff_mat:16,differ:[2,7,8,14,17,18,23,25,37,39,41,45,47,48,51,53,56,57,61,63,64,66,70,71],differenti:29,difficult:[7,16,39,46],dig:[41,50,56],digit:[2,8],dilat:8,dilation_i:8,dim:[8,12,21,48,61,64,66,70],dimens:[5,8,11,12,48,55,61,66,68,70],dimension:[2,39,45,48,62,66],dimenst:61,dimes:8,dir:[51,64,66,68,69,70,71],dirctori:41,direct:[8,9,41,64,69],directli:[1,2,9,17,24,26,34,38,39,41,51,57,70],directori:[1,8,17,20,25,27,28,40,41,46,47,50,51,53,57,63,64,66,68,69,70,71],diretcoti:64,dis_conf:62,dis_train:62,dis_training_machin:62,disabl:2,discard:[12,18,22,47,53],discount:8,discov:[18,69],discoveri:56,discrep:50,discrimin:62,discriminator_train:62,discuss:[15,22,23,24],disk:[46,57],dispatch:[34,51,53],displai:[26,28],disput:71,dist:36,dist_train:[15,26],distanc:7,distibut:61,distinguish:[17,51,62,71],distribut:[8,22,23,24,25,40,49,57,58,59,62,66,69],distribute_test:[52,53],distributedli:48,disucss:15,divid:[10,38,52,63,71],diy_beam_search_prob_so:[52,53],dmkl_root:40,dns:56,do_forward_backward:35,doc:[4,12,40,41,47,51],dockefil:46,docker:[36,42,47,56,58,59],docker_build:15,docker_push:15,dockerfil:[41,46,47],dockerhub:41,doctor:67,document:[2,4,9,16,27,30,40,46,47,55,63,66,68,69,70],documentari:[2,67],doe:[2,4,9,18,22,23,25,26,34,35,39,46,48,50,66,68,69],doesn:[6,8,12,15,35,46,47,50,57,71],dog:[63,64],doing:[21,25,30,50],domain:56,don:[9,15,17,29,30,35,39,46,56,70],done:[7,8,9,17,18,22,23,47,50,56,62,70],dopenblas_root:40,dot:[53,64,71],dot_period:[53,55,62,63,68,70,71],dotmuloper:8,dotmulproject:8,doubl:[2,8,30,40,53],down:[50,66],download:[12,17,18,21,25,27,41,62,63,66,69,70],download_cifar:63,downsampl:63,doxygen:[40,47],dozen:17,drama:67,drive:37,drop:[2,9],drop_rat:6,dropout:[6,9,48,66],dropout_r:8,drwxr:57,dst:23,dtoh:50,dtype:[4,39,64],dubai:71,due:[22,25,67],dummi:[14,22],duplic:67,durat:[22,50],dure:[1,2,8,9,18,22,25,26,39,48,52,53,56,66,68,69,71],durn:2,dwith_c_api:33,dwith_doc:40,dwith_profil:50,dwith_python:33,dwith_swig_pi:33,dwith_tim:50,dynam:[1,2,23,33,35,40,50,53],dynamic_cast:48,each:[1,2,4,7,8,9,11,12,14,16,17,18,21,22,23,25,26,30,31,34,35,37,38,39,41,45,47,48,51,53,55,56,61,63,64,66,67,68,69,70,71],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,eas:[12,35,64],easi:[16,35,41,48,51,66],easier:[15,35,46,48],easili:[15,35,37,39],echo:[41,68,70],edit:[7,41,46,56],editor:[41,46],edu:[12,56,57,63],educ:67,eeoi3ezpr86c:56,effect:[2,53,56],effici:[1,2,8,45,46,48],efg:8,efs:56,efs_dns_nam:56,efsvol:56,eight:69,either:[8,12,14,15,50,66,68],elb:56,elbapis:56,elec:66,electron:[57,66],elem_dim:8,element:[2,4,7,8,9,12,14,16,22,31,35,66,70,71],element_typ:23,elif:[15,38],elimin:69,els:[15,21,26,37,38,41,46,48,64,66],emac:[41,46],emailweixu:17,emb1:21,emb2:21,emb:[57,66],embed:[15,21,45,65,68,70],embedd:69,embedding_lay:[21,66],embedding_nam:[8,45],embedding_s:[8,45],emphas:50,empir:8,emplace_back:48,emploi:[38,45,67],empti:[7,12,18,39],emul:71,enabl:[2,6,8,17,22,46,50,51,53,56],enable_grad_shar:[52,53],enable_parallel_vector:53,enc_proj:[9,45],enc_seq:9,enc_vec:45,encapsul:23,encod:[9,22,45,71],encoded_proj:[9,45],encoded_sequ:[9,45],encoded_vector:45,encoder_last:8,encoder_s:45,encount:21,encrypt:56,encrypt_decrypt:56,end:[2,7,8,14,34,35,37,39,45,46,47,53,61,69,70,71],end_pass:15,end_po:8,enditer:[14,15],endpass:[14,15],endpoint:[12,20,56],endtrain:15,engin:[26,50,67],english:[2,8,71],enjoi:41,enough:[39,46],ensembl:9,ensur:[2,18,37,46,48],enter:[41,67],entir:[8,9,23,25,70],entiti:[7,37],entri:[12,22,26,46,48,56,67],entropi:[8,66,69],entry_point:26,enumer:[5,66],env:56,environ:[15,40,41,46,47,50,51,52,53,56,57,62,63,68],eol:47,eos_id:[8,45],epel:40,epoch:67,epsilon:10,equal:[8,9,18,53],equat:[7,8,9,10,41],equilibrium:62,equip:[40,45],equival:[8,15,38],error:[6,7,8,9,10,15,16,22,28,37,39,48,51,53,56,63,64,66,67,68,70,71],error_clipping_threshold:6,especi:[2,9,46,69],essenc:15,essenti:[8,15,40,69,71],estat:39,estim:[8,15],eta:57,etc:[7,12,35,37,41,51,52,55,56,70,71],etcd:[12,14,18,22,23,25],etcd_addr:23,etcd_endpoint:12,eth0:[51,56],ethternet:51,eval:[7,66,68,70,71],eval_bleu:71,evalu:[1,8,13,14,25,50,51,66,70,71],evaluate_difficult:7,evaluate_pass:70,evalut:[39,71],even:[15,35,46,50,53,70],evenli:[23,56],event:57,event_handl:[14,15],everi:[1,2,7,8,9,12,15,16,18,22,23,25,30,37,38,45,47,48,53,66,69,70,71],everyth:[39,47],everywher:46,evid:34,exactli:[2,8,9,41,56,69],exampl:[1,2,7,8,9,10,12,14,26,28,29,30,34,35,39,40,41,45,46,47,48,50,51,52,53,55,56,57,63,64,65,66,70,71],exceed:8,except:[2,8,12,25,30,55,61,70],exchang:34,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[41,53],execut:[17,18,22,26,46,48,50,56,67,69,70],exist:[15,18,28,35,38,46,48,53,56,67,70],exit:[23,28,53,57],expand:[48,69,70,71],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,50,70],expens:71,experi:55,expert:17,expir:18,explain:[2,7,18,29,30,51,62,70],explan:[8,16,26,37,40,66,71],explanatori:[39,41],explicit:48,explicitli:[2,15],exploit:63,explor:8,exponenti:5,expos:[24,41,56],express:[15,56,70],ext:8,extend:7,extens:[25,67,68,71],extent:33,extern:[2,17,32,33],external_librari:17,extra:[6,8,9,39],extra_lay:14,extraattr:[6,55],extraattribut:8,extraattributenon:8,extract:[7,8,34,56,63,69,70],extract_fea_c:64,extract_fea_pi:64,extract_para:61,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,50],extremli:1,f120da72:57,f7e3:56,fa0wx:57,fabric:51,face:17,facotr:8,fact:64,factor:[6,8,10],factori:32,fail:[2,18,22,53,55,57,63],failur:[18,23],fake:62,fake_imag:35,falloc:27,fals:[2,6,7,8,9,10,12,16,31,35,39,45,48,53,55,57,61,66,68,69,70,71],false_block:31,false_label:35,false_read:35,famili:71,familiar:[2,39],fanscin:2,fantasi:67,fantast:66,farmer:67,fascinatingli:1,fast:[8,22,50],faster:[8,9,18,45,50,70],fault:[14,22],favorit:46,favourit:41,fbd1f2bb71f4:57,fc1:[48,55],fc2:55,fc3:55,fc4:55,fc8a365:56,fc8a:56,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[38,39,48,55,66,68],fc_layer_nam:9,fc_mat:14,fc_op:38,fc_output:38,fc_param_attr:9,fclayer:48,fcop:29,fdata:69,fea:64,fea_output:64,feat:70,featur:[2,5,8,12,47,53,63,66,70,71],feature_map:68,feed:[9,14,15,30,39,70],feeder:12,feedforward:63,femal:67,fernan:70,festiv:2,fetch:[12,18,21,45,47,48],few:[2,17,18,35,41,46],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,38,50,56],fifth:30,figur:[15,17,45,48,50,61,62,63,64,69,70,71],file1:71,file2:71,file:[1,2,4,7,8,12,14,15,17,18,20,22,23,25,26,27,28,33,35,39,40,41,45,46,47,48,51,53,61,63,64,69,70,71],file_list:2,file_nam:[2,39,64,66,69],filenam:[2,20,68],fileoffset:27,filer:8,filesystem:[25,26,27,41,56],fill:[8,18,22,56,66],film:67,filter:[8,9,64],filter_s:[8,9],filter_size_i:8,finali:51,find:[8,10,18,25,37,41,50,63,70,71],find_var:16,findvar:37,fine:[6,22,29,68],fingerprint:56,finish:[2,18,22,25,26,38,41,51,56,57,63],finit:48,first:[2,8,14,15,18,22,25,26,28,30,38,39,41,45,46,47,48,50,53,55,56,61,62,63,64,66,68,69,70,71],first_seq:45,firstli:[7,8],firstn:12,firstseen:57,fit:[1,12,47],five:[50,66],fix:[2,6,32,47,71],flag:[12,53,62,63,69],flexiabl:35,flexibl:[1,8,9,15,23,30,45],flight:71,float32:[4,12,29,35,39,62,64],floor:8,flow:[36,47],fly:[39,66],fnt03:56,focu:[2,50],folder:[17,20,26,28,40,56,63,70,71],follow:[1,2,7,8,9,10,12,14,15,16,17,18,22,26,29,30,35,37,38,40,41,45,46,47,48,50,51,55,56,57,58,59,61,62,63,64,66,67,68,69,70,71],fool:62,forbid:15,force_load:32,forecast:70,forget:[10,15,70],fork:8,form:[1,2,8,9,10,50,69],format:[1,2,7,12,14,16,22,39,47,48,53,56,61,63,67,68,70],former:[15,17,71],formula:[8,9,16],formular:8,forward:[5,8,9,16,21,23,34,45,48,55,62,69,70],forward_op:16,forwardactiv:48,forwardtest:4,found:[2,4,8,37,40,45,62,63,66,70],four:[2,7,30,61,64,66,68,69,70],frame:7,framework:[15,37,38,48,64,66,70],free:[12,71],french:71,frequenc:[12,50,61,66,70],frequent:[22,35,51,71],fresh:25,friend:37,frog:63,from:[2,4,7,8,9,12,14,16,17,18,20,21,22,23,28,29,30,34,35,37,39,41,45,47,48,49,50,51,53,55,56,57,61,62,63,64,66,67,68,69,70,71],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[35,39,64],fulfil:50,full:[8,18,25,41,45,48],full_matrix_project:[9,45],fulli:[39,47,48,50,62,63,64,66,68,70],fullmatrixproject:8,fullsiz:21,fully_matrix_project:9,fullyconnect:61,fullyconnectedlay:48,func:[12,22],funciton:9,functor:29,fundament:39,further:[8,38],futur:[8,25],fvs:38,gain:8,game:62,gamma:64,gan:15,gan_train:62,gangliao:17,gap:53,gate:[8,9,70],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,34,48],gauss:6,gaussian:62,gcc:[32,40,41,46],gcreators_:38,gen:[8,71],gen_conf:[62,71],gen_data:71,gen_result:71,gen_train:62,gen_training_machin:62,gender:[12,67,68],gener:[1,2,4,7,8,9,12,14,15,17,18,20,22,23,25,29,35,38,39,40,41,47,50,51,53,55,56,61,64,65,66,68,70],generated_word_embed:8,generatedinput:[8,45],generator_conf:62,generator_machin:62,generator_train:62,genert:2,genr:[67,68],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,22,23,25,26,27,37,38,39,40,45,48,50,51,56,60,63,64,66,68,69,70],get_all_op_proto:38,get_batch_s:69,get_best_pass:70,get_config_arg:[55,66,70],get_data:[57,66,69],get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:70,get_input_lay:48,get_mnist_data:62,get_model:64,get_movie_title_dict:12,get_nois:62,get_numeric_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:62,get_word_dict:12,getbatchs:48,getenv:[15,26],getinput:48,getinputgrad:48,getinputvalu:48,getmat:21,getoptconfig:21,getoutputgrad:48,getoutputvalu:48,getparam:21,getparameterconfig:21,getparameterptr:48,getparameterspars:21,getparametersremot:21,getsiz:48,getslotvalu:62,gettask:22,gettempl:56,gettranspos:48,getw:48,getweight:48,getwgrad:48,gfortran:40,gildea:69,gist:9,git:[36,40,41,46,47],github:[9,17,30,40,41,46,64],give:[2,18,39,41,46,48,50,56,66],given:[2,8,12,14,23,25,29,35,48,53,62,66,69,70,71],glide:17,global:[2,6,15,17,18,34,37,38,46,50,53,56,70],global_learning_r:6,globalstat:50,globalstatinfo:50,globe:2,go1:40,go_librari:17,go_test:17,goal:[30,50,69],gob:22,godep:17,godoc:32,goe:[8,9,18,37,39],going:[29,66,70],golang:[17,40],good:[8,35,50,70,71],goodfellow13:8,googl:15,googleapi:[40,56],gopath:40,goroot:40,got:37,gpg2:56,gpg:56,gprotos_:38,gpu:[1,2,6,8,11,16,26,34,36,40,46,47,49,51,62,63,64,68,69,70,71],gpu_id:[53,55,62],gpugpu_id:52,grab:[18,70],grad:[16,23,53,67],grad_share_block_num:[52,53],grad_var_nam:16,gradient:[6,7,8,10,14,18,22,30,34,53,66,70],gradient_clipping_threshold:[6,66,70],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,33],gradientmachin:[4,14,33,34,62,68,71],gradientmachine_:21,gradual:[39,50],grai:63,grain:29,gram:[61,70],grandient:14,grant:56,graph:[8,14,17,18,61],graphviz:64,grave:70,grayscal:2,greater:8,greaterthan:38,grep:[41,70],groudtruth:45,ground:[7,8,66,71],group:[9,22,70],group_input1:45,group_input2:45,group_input:45,grouplen:[12,67],gru:[8,45,66,71],gru_bias_attr:9,gru_decod:45,gru_decoder_with_attent:45,gru_encoder_decod:[61,71],gru_layer_attr:9,gru_memori:9,gru_siz:66,gru_step:45,gru_step_lay:9,grumemori:[9,45],gserver:[8,48],gsizex:50,guarante:48,guard:21,guess:[39,70],guest:46,gui:50,guid:[27,42,45,47,48,50,56,57,61,63,70,71],guidenc:39,gur_group:9,gzip:[22,57],hack:[42,51],had:46,hadoop:15,half:56,hand:[67,68,70],handi:17,handl:[12,15,26,34,35,37,51,68,70],handler:14,handwrit:[2,70],happen:[22,38],hard:[46,56,66],hardwar:[41,46,50],has:[2,4,7,8,9,10,12,15,16,17,18,22,23,25,31,38,41,45,46,48,50,56,57,61,63,66,67,68,69,70,71],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,22,23,25,26,29,30,31,34,35,37,39,40,41,45,46,47,48,50,51,53,55,56,61,63,66,67,68,70,71],haven:46,hdf:[1,20],head:[47,61,70],header:[23,33,39,48,61,64],health:67,heard:46,heavi:51,height:[8,12,32,35,48,63],held:18,hello:15,help:[2,4,28,46,47,51],helper:[8,9,48],henc:37,here:[2,4,6,7,8,9,12,15,17,18,24,28,30,35,38,39,40,45,51,52,55,56,57,61,63,64,65,66,67,68,69,70,71],heurist:[8,53,71],hidden:[8,9,45,56,66,70],hidden_s:9,hierarch:[8,45],high:[6,48,62],higher:[1,29],highest:[12,71],highli:[1,2,12,45,55,68,70],him:15,hint:39,histor:[29,70],hl_get_sync_flag:48,hold:[15,18,22,24,37,38,56],home:[20,28,40,51,56,57],homemak:67,honor:22,hook:[2,6,69],hookattr:6,hookattribut:6,horizont:[8,64],horror:67,hors:63,horst:70,host:[17,26,40,41,51,56,57],hostnam:[51,56],hostpath:57,hostport:56,hot:68,hour:[46,71],hous:[2,12,39,61],how:[1,2,6,8,15,18,22,28,29,34,38,39,45,46,51,53,56,57,60,63,64,66,68],howev:[2,8,9,25,34,35,38,39,45,52,53,56,70,71],hpp:32,html:[12,41,63],htod:50,http:[8,9,12,17,26,30,40,41,46,47,56,57,62,63,64,71],huber:8,huge:[8,47],huina:70,human:[8,71],hyper:[8,48],hyperplan:12,i0601:68,i0706:71,i0719:71,i1117:50,iamfullaccess:56,iamusersshkei:56,ib0:51,ics:12,icwsm:70,id_input:7,idea:[8,17,35],ident:[39,41,56,67],identifi:48,identityoffsetproject:8,identityproject:8,ids:[7,8,48,66,68],idx:[22,48],ieee:70,ies:28,ifelseop:31,ifop:31,ight:8,ignor:[2,8,53,61],ijcnlp:70,illustr:[2,7,18,23,29,45,48,50,66],ilsvrc:64,imag:[2,11,12,15,30,35,39,42,46,47,55,56,58,59,62,64,65,71],image_a:35,image_b:35,image_classif:63,image_fil:35,image_lay:35,image_list_provid:64,image_nam:15,image_path:35,image_provid:63,image_reader_cr:35,image_s:64,imagenet:[8,20,65],imagepullpolici:56,imageri:8,images_reader_cr:35,imagin:30,imdb:67,imdber:70,img:[2,8,63],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:63,imgsiz:50,imgsizei:50,imgsizex:50,immedi:56,immutable_paramet:15,implement:[2,8,9,10,12,22,23,24,25,26,29,32,33,34,37,38,45,66,69],implemet:21,impli:17,improv:[8,50,56,70,71],inarg:21,inbound:56,includ:[1,2,7,8,9,12,15,17,23,26,32,33,38,40,41,45,46,47,48,50,53,56,57,61,66,67,69,71],inconsist:67,incorpor:8,incorrect:8,increas:[18,22,53,71],increment:[30,53],incupd:48,inde:[12,35,41],independ:[8,16,23,37,66],index:[2,7,8,11,12,14,16,18,22,51,56,68],indexslot:[8,69],indic:[2,7,8,23,39,51,56,69],individu:[18,39,56],industri:18,ineffici:34,infer:[0,15,18,32,40],inferior:25,infiniband:51,info:[7,8,12,48,51],inform:[4,8,12,14,26,28,37,48,50,53,56,67,68,69,70,71],infrastructur:[56,62],ingor:53,ininst:15,init:[6,14,48,55,56,62,66,69],init_from_tar:14,init_hook:[66,69],init_model_path:[52,53,55,61,66,69],initi:[2,4,6,8,9,12,14,17,22,30,38,45,48,53,61,62,66,69],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initpaddl:[4,62],inlcud:9,inlin:56,inner:48,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input1:[8,9],input2:8,input:[2,4,5,7,8,9,11,12,14,16,21,25,29,30,31,34,35,37,38,39,45,48,55,61,62,63,64,66,68,69,70,71],input_conf:8,input_data:48,input_data_target:48,input_featur:5,input_fil:[39,69],input_hassub_sequence_data:48,input_id:8,input_imag:[9,63],input_index:48,input_label:48,input_lay:48,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seq:8,input_sequence_data:48,input_sequence_label:48,input_sparse_float_value_data:48,input_sparse_non_value_data:48,input_t:48,input_to_check:16,input_typ:[39,66],input_valu:16,input_var:16,inputbuff:21,inputdef:48,inputlayers_:48,inputs_to_check:16,inputtyp:[2,12],insert:47,insid:[7,8,18,34,35,41,56],inspect:47,inspir:61,instal:[8,26,36,41,43,46,47,51,57,63,64,68,69,70],instanc:[8,16,18,20,24,31,45,48,50,53,69],instance_ip:56,instanti:18,instead:[8,9,11,17,21,26,30,35,41,46,51,66,71],instruct:[30,41,46,50,66],int32:53,int64:27,integ:[2,7,8,12,22,26,32,48,66,70],integer_valu:[2,12,66],integer_value_sequ:[2,12,45,66,69],integr:[7,40,69],inter:[8,51],interact:[41,56],intercept:8,interchang:30,interest:[50,70],interfac:[0,4,6,8,9,14,22,26,28,34,51,56,63,68,70],interg:66,intergr:8,intermedi:[28,46,69],intern:[8,9,14,56],internet:[17,18,70],interpret:[2,7,40,50],interv:[8,70],intrins:40,introduc:[2,8,18,37,38,57,68,70],introduct:[3,62],introductori:46,intuit:25,invalid:[35,37],invari:63,invoc:[17,29],invok:[2,8,14,34,38,46,50,56],involv:62,iob:7,ioe:7,ips:56,ipt:[8,38,45],ipython:15,is_discriminator_train:62,is_gener:[61,62,71],is_generator_train:62,is_kei:68,is_loc:14,is_predict:[66,70],is_seq:[8,45],is_sequ:68,is_stat:6,is_tensor:38,is_test:[64,69,70],is_train:2,isn:50,isol:41,isspars:48,issu:[17,40,41,46,50],item:[8,12,14,25,35],iter:[8,9,10,12,14,15,18,35,63,69,70],its:[2,8,9,14,15,18,22,30,34,37,38,47,48,50,53,56,61,62,63,66,70,71],itself:[9,18,25,37],ivs:38,java:32,jeremi:50,jie:[69,70],jmlr:8,job:[4,12,25,52,53,55,64,66,68,69,70,71],job_dispatch_packag:51,job_id:12,job_mod:61,job_nam:[26,56],job_namespac:56,job_path:56,job_workspac:51,jobpath:56,jobport0:56,jobport1:56,jobport2:56,jobport3:56,jobserv:26,johan:70,join:18,joint:[61,71],jointli:[9,71],journal:[69,70],journei:41,jpeg:63,jpg:64,json:[51,56,57,68],jth:9,judg:71,jupyt:[26,41],just:[2,5,7,8,9,12,17,22,23,34,37,39,46,47,51,55,56,61,63,68,69,70],jx4xr:56,jypyt:15,k8s_data:56,k8s_job:15,k8s_token:15,k8s_train:56,k8s_user:15,kafka:20,kaim:8,kaimingh:64,kebilinearinterpbw:50,kebilinearinterpfw:50,keep:[2,8,12,18,30,37,38],keep_top_k:8,kei:[2,12,14,16,18,20,22,27,38,46,47,50,51,68,70],kept:8,kernel:[8,16,50,66],key1:53,key2:53,key_pair_nam:56,keyid:56,keymetadata:56,keypair:56,keyserv:56,keystat:56,keyusag:56,keyword:2,kill:[18,56],kind:[1,2,15,16,18,24,30,39,56,57,62,66,68],kingsburi:69,kms:56,know:[2,9,15,22,39,47,48,50,56,68],knowledg:70,known:[29,62,70,71],kriz:[12,63],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:56,kubectl:57,kuberent:[18,56],kubernet:[15,18,49,51,58,59],kubernetes_service_host:15,kwarg:[2,9,10,12,38,66,69],l1_rate:6,l2_rate:6,l2regular:[63,66,70],l93:21,label:[2,4,7,8,10,12,14,30,35,39,57,62,63,64,65,66,70],label_dict:69,label_dim:[8,66],label_fil:[35,69],label_lay:35,label_list:69,label_path:35,label_slot:69,labeledbow:70,labl:70,lag:53,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,30,37,55,61,69,70,71],larg:[11,12,47,69,70,71],larger:[2,6,7,8,51],last:[7,8,9,39,45,51,53,66,70,71],last_time_step_output:8,lastseen:57,late:70,latenc:[8,51,56],later:[17,40,56,66],latest:[8,17,18,25,41,47,57,70],latter:71,launch:[53,56,70],launcher:15,lawyer:67,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,21,30,31,35,38,39,45,49,52,53,61,62,63,64,66,68,69,70],layer_0:48,layer_attr:[8,45,55],layer_num:[55,64],layer_s:8,layer_typ:8,layerbas:48,layerconfig:48,layergradutil:48,layermap:48,layeroutout:8,layeroutput:9,lbl:[7,63],ld_library_path:[40,51],lead:50,learn:[6,7,8,9,10,12,15,23,25,30,35,39,41,43,45,46,48,50,63,64,66,69,70,71],learnabl:14,learning_method:[39,61,63,66,70,71],learning_r:[6,23,39,61,63,66,70,71],leas:18,least:[7,8,18,40,67],leav:[2,56],lecun:12,left:[8,39,64],legal:38,leman:71,len:[2,8,23,27,48,66,68,69],length:[8,9,12,23,45,53,57,70,71],leq:8,less:[8,15,51,71],less_than:15,let02:57,let:[4,7,8,15,25,29,30,39,56,68],level:[6,8,29,51,53,62,68,70,71],lgtest:17,lgtest_main:17,lib64:[40,51,53],lib:33,libapi:17,libari:33,libcudnn:40,libjpeg:63,libpaddl:[32,33],libpaddle_capi:33,libpaddle_gserv:33,libpaddle_math:33,libpython:40,librari:[8,17,24,33,40,41,51,53,68],licens:69,life:18,lifetim:37,lightweight:29,like:[2,7,8,12,17,18,21,26,29,30,35,37,39,40,45,46,50,51,52,55,56,61,64,66,68,70,71],limit:[8,12,50,53],line:[1,2,4,7,12,17,21,26,28,30,39,46,47,49,50,51,55,56,61,63,64,68,69,70,71],linear:8,linearactiv:39,linguist:69,link:[8,9,17,27,28,37,40,56,66,70],linux:[27,40,41,46,56,71],linux_x86_64:36,lipeng:61,lipton:70,list:[1,2,7,8,9,12,14,15,17,22,26,28,31,34,37,39,41,45,46,48,51,53,55,56,63,64,66,68,69,70,71],listen:[18,53],literatur:70,littl:[1,2,23,53,66,70],lium:71,live:41,liwicki:70,load:[1,2,4,8,15,18,39,53,56,64,69,70,71],load_featur:64,load_feature_c:64,load_feature_pi:64,load_missing_parameter_strategi:[52,53,55,61,69],load_uniform_data:62,loadparamet:4,loadsave_parameters_in_pserv:[21,52,53],loc:7,local:[6,14,16,18,24,25,30,40,41,46,51,52,53,57,63,70],local_scop:16,localhost:41,localpath:28,locat:[8,14,17,45,48,66,69],lock:[17,18,22,23],log:[2,22,28,48,51,53,56,57,63,68,69,70,71],log_barrier_abstract:53,log_barrier_lowest_nod:[52,53],log_barrier_show_log:[52,53],log_clip:[52,53],log_error_clip:[52,53],log_period:[53,55,57,62,63,66,68,69,70,71],log_period_serv:[52,53],logarithm:5,logger:2,logic:[2,25,34,37,51],login:41,longer:[18,71],look:[2,7,26,30,39,51,52,56,57,62,66],lookahead:8,lookup:66,loop:[16,35,37],loss:[8,48,62,66,70,71],lot:52,low:8,lower:[8,51],lowest:53,lpaddle_capi_shar:33,lpaddle_capi_whol:33,lstm:[8,45,57,66],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:66,lstm_step:9,lstmemori:[9,45],lstmemory_group:8,ltr:8,lucki:39,mac:[33,40,41,46],machan:9,machin:[8,9,12,14,39,46,48,52,53,55,56,57,66,68,70,71],machine_transl:45,maco:46,macro:29,made:[2,18,23,39,45,67],mai:[2,8,16,35,37,41,50,56,67],main:[2,4,47,56,63,69,70],mainli:[24,53],maintain:[8,22,56],majel:17,major:[41,62,64,70,71],make:[2,7,8,15,17,18,22,23,25,30,34,35,40,41,46,47,48,50,51,56,63,66,68,70],make_function_oper:29,make_vari:38,male:67,malloc:48,man:27,manag:[14,18,23,24,28,37,47,51],manageri:67,mandarin:8,mani:[8,9,17,22,34,37,38,39,41,46,53,66,67,68,70],mannal:51,manner:8,manual:41,manufactur:71,manylinux1_x86_64:36,mao:70,map:[2,7,8,12,14,15,22,37,38,46,53,63,64,68],map_read:12,mapper:12,mapreduc:15,marcu:70,mark:[2,30,37,45,69],mark_slot:69,market:[39,67,70],martha:69,mask:[6,8],master:[15,25,36,47,53,70],mastermind:17,mat:[32,33],mat_cache_row:21,mat_norm:21,mat_normal_shar:21,mat_param_attr:9,mat_sparse_row:21,mat_sparse_row_auto_grow:21,mat_sparse_row_id:21,mat_sparse_row_prefetch:21,mat_sparse_row_prefetch_full_s:21,mat_value_shar:21,match:[8,17,50],math:[9,32,48,50],matirx:8,matplotlib:63,matric:[4,45,48],matrix:[7,8,9,12,14,21,32,33,48,52,55,64,69],matrixptr:48,matrixtyp:33,matter:2,mattyp:21,max:[2,6,8,12,16,50,53,55,63,66,68],max_diff:16,max_id:[8,14,66],max_job_id:12,max_length:[8,45],max_movie_id:12,max_relative_error:16,max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,66],maxid_evalu:7,maxid_lay:66,maxim:[8,71],maximum:[7,8,12,23,45,50,53,66,69,70],maxinum:11,maxpool:8,mayb:[8,9,63],md5:[12,19],mean:[2,6,7,8,9,10,11,12,14,17,35,37,39,45,46,50,51,53,55,56,61,62,63,64,66,68,69,70,71],mean_img_s:63,mean_meta:64,mean_meta_224:64,mean_valu:64,measur:[39,50],mechan:[8,9,24,45,56,70],media:70,meet:69,mem:[8,26],member:[12,15,30,34,37],memcpi:[34,50],memor:70,memori:[1,2,9,21,22,26,45,46,48,50,53,55,57,66,69,70,71],memory_boot:9,memory_nam:8,memory_test:46,memory_threshold_on_load_data:53,mention:[17,22,46],mere:9,merg:[8,23,25,34,47,53,61,71],mergedict:[61,71],messag:[30,39,47,53,57,68,70,71],meta:[51,63,64,66],meta_config:[51,68],meta_gener:[51,68],meta_path:63,metadata:[27,56,57],metaphor:30,metaplotlib:15,method:[2,8,10,14,16,25,30,37,41,48,50,53,55,66,70,71],might:[8,17,41,46,48,56],mileag:50,million:[12,55,67],min:[6,8,50,55,56,68],min_pool_s:2,min_word_freq:12,mind:51,mini:[2,8,12,14,18],mini_batch:35,minibatch:[8,30,31],minim:[2,10,39,53],minimum:8,minimun:53,minst:2,minut:[18,25,46,56,71],mirror:[17,41],mislead:23,miss:[53,61,69],mit:56,mix:[9,45,69],mixed_lay:[9,69],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[28,40,41,56],mkl:40,mkl_path:40,mkl_root:40,ml_data:[51,68],mnist:[2,4,20,30,35],mnist_provid:2,mnist_random_image_batch_read:35,mnist_train:[2,35],mnist_train_batch_read:35,mod:69,modal:69,mode:[8,14,47,53,62,63,64,68,70,71],model:[0,1,4,8,9,12,14,18,19,30,47,48,49,53,56,68,69,70],model_config:[4,62],model_list:[53,55,69,70],model_output:70,model_path:55,model_zoo:[61,64],modifi:[4,8,45,47,48,51,56],modul:[1,2,4,9,12,14,29,39,40,63,64,66,69],modulo:8,momentum:[6,37,39,66],momentumoptim:[39,63],mon:57,monitor:[66,70],mono:8,month:[17,66,71],mood:70,more:[1,2,4,7,8,9,12,15,16,17,18,22,25,26,28,29,30,35,39,41,45,46,47,48,50,51,55,57,63,66,69,70,71],morin:8,mose:[70,71],moses_bleu:71,mosesdecod:70,most:[2,4,8,12,15,17,25,30,35,39,45,48,50,52,68,69,70,71],mostli:[63,67],mount:[26,41,56,57],mountpath:[56,57],move:[8,18,22,28,50,56,68,70],movement:[50,70],movi:[2,12,70],movie_categori:12,movie_id:68,movie_info:12,movie_review:12,movieid:67,movieinfo:12,movielen:65,moving_average_fract:8,mpi:51,mse:30,much:[8,18,35,50],mul:[29,48],mulit:51,mulop:29,multi:[8,34,48,52,53,64,71],multi_binary_label_cross_entropi:8,multi_crop:64,multigradientmachin:34,multinomi:8,multipl:[7,8,9,12,14,15,16,22,23,25,29,41,45,48,53,55,56,62,66,68,70],multipli:[7,8,48,63],multiprocess:12,multithread:2,music:67,must:[2,5,7,8,9,12,23,31,35,38,40,41,45,47,48,51,53,55,56,71],my_cluster_nam:56,my_external_dns_nam:56,mypaddl:57,mysteri:67,name:[2,6,7,8,9,11,14,15,16,18,20,21,23,26,29,33,36,38,39,41,45,46,47,48,50,51,53,55,57,58,59,61,62,63,64,66,68,70,71],name_prefix:20,namespac:[32,41,48,57],nativ:8,natur:[22,25,55,69,70],nchw:8,ndarrai:[14,20],ndcg:8,ndcg_num:8,nearest:66,nearli:16,necessari:[2,8,23,25,34,38,40,48,51,66,70],necessarili:48,need:[2,7,8,9,12,15,16,17,21,22,23,25,26,28,29,34,37,38,39,40,41,45,47,48,51,52,53,55,56,57,62,63,64,66,68,69,70,71],neg:[2,7,8,66,69,70],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:69,neighbor:66,ner:7,nest:[2,8,12],net:[8,9,37],net_conf:70,net_diagram:64,network:[1,2,4,6,7,8,10,12,13,14,15,16,18,21,35,37,38,39,41,48,50,51,53,61,70,71],network_config:55,networkadministr:56,neural:[2,4,8,9,10,12,14,15,18,37,39,50,53,61,62,64,70,71],neuralnetwork:34,neuron:[4,48,66,70],never:[12,35,37,56,57],newest:23,newtork:70,newvar:37,next:[8,12,18,24,45,47,48,50,53,56,57,69,70,71],nfs4:56,nfs:56,nfsver:56,nginx:41,ngram:12,nic:[51,52,53],nil:22,nine:[12,69],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:71,nnz:48,no_cach:2,no_grad_set:16,no_sequ:[2,8,68],noah:70,noavx:41,node:[8,17,25,46,48,51,53,56,57,70,71],node_0:56,node_1:56,node_2:56,nodefil:51,noir:67,nois:[8,18,62],noise_dim:62,non:[8,18,48,53,56],none:[1,2,4,6,7,8,9,10,11,14,15,16,38,39,45,64,66],nonlinear:48,nor:46,norm:[9,62],norm_by_tim:8,normal:[2,4,8,9,12,45,48,51,53,57,61,62,64],normzal:64,north:63,notat:8,note:[2,4,6,8,9,11,14,15,21,22,26,35,40,41,50,53,55,56,61,63,68,70],notebook:[26,41],noth:[5,14,37,46,47,53],notic:[45,48],notori:16,novel:70,now:[2,8,12,17,18,37,39,41,47,53,56,62,68,69],np_arrai:12,nproc:[40,46],ntst1213:71,ntst14:71,nullptr:[37,48],num:[8,9,51,53,66,69,70,71],num_channel:[8,9,63],num_chunk_typ:7,num_class:[8,9,63],num_filt:[8,9],num_gradient_serv:[52,53],num_group:8,num_neg_sampl:8,num_parameter_serv:15,num_pass:[14,39,52,53,55,57,66,68,69,70,71],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:20,number:[2,7,8,12,18,20,35,38,39,46,47,48,51,53,56,61,63,64,66,69,70,71],numchunktyp:7,numdevices_:55,numeric_grad:16,numlogicaldevices_:55,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,20,35,39,40,62,64],numreal:21,numsampl:50,numtagtyp:7,numtimeout:22,nv_:17,nv_gpu:46,nv_librari:17,nv_test:17,nvcc:[17,41],nvidia:[40,41,46,50,53],obei:7,obj:[2,39,63,64,66,68],object:[2,4,6,8,9,10,12,14,15,21,32,37,50,62,63,64,66,69],observ:[8,10,39,48,50,71],obtain:[25,66,69,70],obvious:17,occup:[67,68],occur:[12,14,16],oct:57,odd:8,off:[33,41,46,47],offer:[4,38,69],offici:[8,17,41,56,63],offlin:[18,20],offset:[8,21,68],often:[21,51,66,71],ograd:48,old:[16,23,25,41,53],omit:66,on_init:2,on_travisexclud:40,onc:[2,8,18,22,30,41,48,56,66],one:[2,5,7,8,9,10,11,12,14,15,16,18,21,22,23,25,26,29,31,34,35,37,39,41,46,47,48,51,53,55,56,57,61,62,63,64,66,68,69,70,71],one_host_dens:68,one_hot_dens:68,ones:29,onli:[1,2,4,7,8,9,11,14,15,16,17,21,22,23,24,25,26,28,30,31,34,38,39,40,45,46,47,48,50,52,53,55,56,57,61,64,66,67,70,71],onlin:[8,10,18,20,35],only_cpu:16,onto:56,op_class:38,op_maker_class:38,op_proto:38,opcreat:38,opdesc:[30,38],open:[2,8,15,20,35,39,41,56,64,66,69],openbla:40,openblas_path:40,openblas_root:40,oper:[8,9,10,12,16,30,31,37,41,45,48,50,53,56,61,63,68],operator_grad:16,operatorbas:[29,38],opinion:70,opmak:38,opprotomak:38,opregist:38,opregistri:38,ops:[16,17,30],ops_test:17,opt:[15,38,40],optim:[2,6,13,14,16,34,39,48,50,70],option:[2,7,8,15,17,38,39,46,47,48,51,55],optyp:38,order:[2,8,9,12,14,30,35,48,53,56,57,62,64,66,70,71],ordereddict:14,ordinari:70,oregon:56,org:[7,8,9,12,20,27,40,41,62],organ:[7,8,63,70,71],orient:38,origin:[1,2,8,12,16,37,62,69,71],other:[2,7,8,9,12,18,23,28,37,38,40,41,45,46,47,55,56,57,61,62,63,64,66,67,69,70,71],otherchunktyp:7,otherwis:[1,8,12,15,18,23,25,35,45,47,51,55,68,71],our:[15,17,37,41,45,46,47,48,56,57,61,63,66,69,70,71],out:[8,14,15,17,22,25,31,39,45,50,53,56,57,63,70],out_dir:56,out_left:8,out_mem:45,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:54,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:69,output:[4,5,6,7,9,11,12,14,15,16,20,25,28,29,30,31,35,37,38,39,45,46,48,50,53,55,57,61,62,63,64,66,68,69,70,71],output_:[8,48],output_dir:64,output_fil:69,output_id:8,output_lay:[14,64],output_max_index:11,output_mem:[8,45],output_nam:16,output_num:31,output_path:20,outputbuff:21,outputh:8,outputw:8,outsid:[2,8,9,37],outter_kwarg:2,outv:48,over:[1,8,9,14,15,47,48,50,66,69,70],overcom:70,overhead:50,overlap:[7,8,48],overlap_threshold:[7,8],overrid:[18,28,48],overview:[22,23,24],overwrit:28,own:[23,25,38,41,51,56],owner:46,pack:41,packag:[2,12,22,26,29,36,41,47,56],pad:[9,66],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,20,26,28,29,30,31,32,33,34,38,39,40,41,42,45,46,47,48,49,50,51,53,55,56,62,63,66,68,69,70,71],paddle_begin_init_param:23,paddle_element_typ:23,paddle_element_type_float32:23,paddle_element_type_float64:23,paddle_element_type_int32:23,paddle_element_type_int64:23,paddle_element_type_uint32:23,paddle_element_type_uint64:23,paddle_error:[32,33],paddle_exampl:26,paddle_finish_init_param:23,paddle_get_param:23,paddle_gradi:23,paddle_init_param:23,paddle_job:26,paddle_matrix:[32,33],paddle_matrix_cr:33,paddle_matrix_get_shap:32,paddle_matrix_shap:32,paddle_n:51,paddle_new_etcd_pserver_cli:23,paddle_new_pserver_cli:23,paddle_on_cloud:26,paddle_output:57,paddle_paramet:23,paddle_port:51,paddle_ports_num:51,paddle_ports_num_for_spars:51,paddle_pserver2:51,paddle_pserver_cli:23,paddle_pserver_client_releas:23,paddle_root:61,paddle_save_model:23,paddle_send_grad:23,paddle_source_root:61,paddle_train:[33,36,51],paddledev:[56,57],paddlepaddl:[1,2,4,8,9,12,14,17,18,20,23,24,25,26,27,28,29,30,35,36,37,39,40,45,47,48,49,50,51,58,59,64,66,68,69,70],paddlepadl:2,paddpepaddl:2,page:[47,56,68],pai:41,pair:[7,8,30,69],pakcag:17,palceholder_just_ignore_the_embed:61,palmer:69,paper:[8,61,62,64,69,70,71],para:21,paraconvert:61,paragraph:70,parallel:[46,50,53,55,56,57,71],parallel_nn:[6,52,53],param:[6,8,9,12,16,23,34],param_attr:[8,9,21,39,45],param_config_proto:23,paramattr:[6,8,39,45],paramet:[1,2,4,7,9,10,11,12,13,16,17,19,21,25,28,30,35,37,38,39,48,49,55,62,63,66,68,69,70,71],parameter_attribut:8,parameter_block_s:[52,53],parameter_block_size_for_spars:[52,53],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:21,parameterattribut:[6,8,9,21],parameterclient_:21,parametermap:48,parametermutex_:21,parameters_:48,parameterserver2:21,parameterset:15,parameterupdat:34,parameterupdater_:21,parametris:10,paramt:[56,61],paramutil:68,paraphras:71,paraphrase_data:61,paraphrase_model:61,paraspars:48,parent:48,parent_:37,pars:[4,12,17,46,55,56,62,68,69],parse_config:[4,62],parser:68,part:[2,7,8,25,39,45,47,48,50,62,66,68,69,70,71],parti:[46,50,68],partial:[8,14,62],partial_sum:8,participl:61,particular:[30,50],partit:[18,20,56],pass:[2,8,14,18,34,35,37,39,47,48,50,51,53,56,57,62,63,66,68,69,70,71],pass_id:14,pass_idx:35,pass_test:62,passtyp:48,password:51,past:[15,41,56],patch:27,path:[1,2,7,12,14,18,22,23,26,35,39,40,51,53,55,56,57,61,63,64,66,69,70,71],pattern:[12,18,32,39,56,70],paul:69,paus:[18,25],pave:71,pdf:[8,9],pem:[15,20,56],pend:[18,22],penn:69,peopl:46,per:[7,8,12,18,23,35,53,63,66],perfom:[53,55],perform:[1,8,9,23,34,39,45,46,48,49,51,52,62,63,66,70,71],period:[1,18,25,53,66,68,69,70,71],perl:[70,71],permiss:56,peroid:8,persist:56,persistentvolum:56,persistentvolumeclaim:56,person:[7,15],perspect:50,perturb:[16,48],pfs:[20,28],pfsclient:20,pfspath:28,pgp:56,phase:39,photo:63,pick:[2,56],pickl:68,pictur:66,piec:[8,9,39],pillow:[26,63],pip:[36,40,47,51,63,68],pipe:67,pipelin:69,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,18,25,48,50,51,64,71],placehold:[39,61],plai:[69,70],plain:[1,7,8,26,33],plan:[18,48],platform:[39,56],pleas:[2,4,6,8,9,10,15,18,22,23,24,35,40,41,42,45,46,47,48,56,61,63,66,68,69],plot:[15,63],plotcurv:63,plu:[8,16],png:[63,64],pnpairvalidationlay:53,pnpairvalidationpredict_fil:52,pod:[20,26,56,57],pod_nam:56,point:[18,26,39,46,50],pointer:[23,37],polar:[12,70],polici:56,polit:70,poll:70,pollut:25,poo:63,pool3:48,pool:[2,9,13,63,66,68],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:[9,66],pooling_typ:[8,66],poolingtyp:11,popul:23,popular:[17,39,64],port:[17,41,51,52,53,56,57],port_num:52,ports_num:53,ports_num_for_spars:[21,52,53,55],pos:[68,70],pose:18,posit:[2,7,8,66,69,70,71],positive_label:7,possibl:[15,22,50,62],post1:40,post:[26,27],potenti:50,power:[66,71],practic:[8,39,45,48],pre:[2,8,9,12,15,23,41,56,57,61,63,69,70,71],pre_dictandmodel:61,precis:[7,40],precision_evalu:7,pred:[66,69],predefin:70,predetermin:[8,53,71],predic:[12,69],predicate_dict:69,predicate_dict_fil:69,predicate_slot:69,predict:[2,3,7,8,10,14,39,45,51,53,61,66,71],predict_fil:53,predict_output_dir:[52,53,66],predict_sampl:4,predicted_label_id:66,prediction1:14,prediction2:14,predictor:68,predin:63,prefer:70,prefetch:[21,48],prefix:[7,18,20,56],pregrad:48,preinstal:40,premodel:61,prepar:[4,16,26,34,45,58,66],preprcess:70,preprocess:[12,51,57,70],prerequisit:40,present:[15,47,64,69,71],preserv:28,pretti:39,prev_batch_st:[52,53],prevent:[1,10,15,18,22,25],previou:[8,9,14,18,28,48,53,56,69,71],previous:[8,57,64],price:[12,39],primari:30,primarili:70,principl:[15,17],print:[6,14,15,39,53,61,66,68,69,70,71],printallstatu:50,printer:7,printstatu:50,priorbox:8,prite:7,privat:[33,37,38,47],privileg:[46,56],prob:[7,14,62],probabilist:[8,61],probability_of_label_0:66,probability_of_label_1:66,probabl:[7,8,14,45,64,66,69],problem:[4,8,10,15,16,17,25,30,46,47,66,69,70],proc:41,proc_from_raw_data:66,proce:[12,18,35,56],procedur:[61,69,71],proceed:[8,69],process:[1,2,4,6,8,9,12,15,20,21,22,25,38,39,41,45,51,53,55,56,57,61,63,64,66,68,69,70,71],process_num:12,process_pr:66,processdata:[63,64],processor:50,prod:[41,47],prodict:8,produc:[8,9,12,18,35,41,64,66],product:[26,41,47,48,56,66,70],productgraph:57,profil:[28,40],proflier:50,program:[1,12,15,20,23,25,30,35,37,41,47,50,51,53],programm:67,progress:[18,22,53],proivid:2,proj:8,project:[8,9,26,33,40,45,48,68],promis:[8,9],prompt:28,prone:15,prop:69,propag:[10,53,55],properli:[46,66],properti:[2,53],propos:71,proposit:69,protect:[38,48],proto:[11,38],proto_:38,protobuf:[14,26,30,38,40],protocol:[7,53],prove:66,proven:71,provid:[8,12,15,23,26,38,39,41,50,51,56,61,62,63,64,67,70],providermemory_threshold_on_load_data:52,provis:56,provod:2,prune:8,ps_desir:18,pserver:[14,21,23,24,26,51,52,53,56],pserver_addr:23,pserver_cpu:26,pserver_id:19,pserver_mem:26,pserver_num_thread:[21,52,53],pserver_spec:14,pserverstart_pserv:52,pseudo:[15,26],psize:48,ptr:33,pull:[17,30,36,41,61,71],punctuat:70,purchas:66,purpos:[8,18,50],push_back:48,put:[17,18,21,41,48,51,57,66],pvc:56,pwd:[41,46,47],py_paddl:[4,62],pydataprovid:[1,2,66],pydataprovider2:[3,4,39,66,68,70],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,24,29,30,32,34,36,39,40,45,46,47,51,61,62,63,69,70,71],pythonpath:63,pzo:70,qualifi:40,qualiti:66,queri:[8,56,71],question:[8,15,38,56,69],quick:[53,57,65,71],quick_start:[26,56,57,58,66],quick_start_data:57,quickli:39,quickstart:57,quit:50,quot:67,r_t:8,rac:8,rais:12,ramnath:70,ran:50,rand:[50,53,55,62,69],random:[2,6,8,12,20,34,35,39,53,62,63,69],random_imag:20,randomli:[25,70],randomnumberse:52,rang:[2,8,12,20,35,38,53,55,63,67,69],rank:[8,15,56,64,66],rare:2,rate:[6,7,9,10,12,23,48,51,63,66,68,70,71],rather:[4,26,56,70],ratio:[8,53],raw:[8,39,66,70],raw_meta:68,rdma:[40,53],rdma_tcp:[52,53],reach:[18,50,69],read:[1,2,12,14,15,18,20,35,39,45,46,47,51,56,64,66,68],read_from_realistic_imag:15,read_from_rng:15,read_lock:19,read_mnist_imag:15,read_ranking_model_data:15,reader:[0,14,20,30,71],reader_cr:20,reader_creator_bool:35,reader_creator_random_imag:[12,35],reader_creator_random_image_and_label:[12,35],readi:[18,39,56,57,63],readlockguard:21,readm:[33,47,67,68,70],readonesamplefromfil:2,readwritebuffer_:21,readwritemani:56,real:[2,8,21,35,39,62],realist:15,reason:[9,15,16,18,41,57],recal:7,receiv:[18,26],recent:71,reciev:53,recogn:63,recognit:[2,8,64,70],recommand:2,recommend:[1,9,15,41,45,48,51,53,68],recommonmark:40,recompil:50,record:[12,22,38,47,56,69],recordio:[12,15,20,22],recov:[18,39,62],recoveri:22,rectangular:8,rectifi:8,recurr:[37,69,70],recurrent_group:[9,45],recurrent_lay:9,recurrentgradientmachin:33,recurrentgroup:7,recurrentlay:53,recurs:[17,28],recv:56,recvparametertyp:21,reduc:[10,51,53,55],refactor:[30,34],refer:[1,4,6,8,9,10,16,18,22,23,24,37,45,46,47,48,51,57,61,63,66,68,71],referenc:[8,22],reflect:22,reg:38,regard:69,regardless:71,regex:68,region:[8,37,50,69],regist:[48,50],register_gpu_profil:50,register_lay:48,register_op:[29,38],register_tim:21,register_timer_info:50,registerop:38,registri:[26,41,57],regress:[8,65],regular:[6,48,56,63,66,70],rel:[1,9,16,25,51],relat:[2,18,25,26,37,41,57,70],relationship:[39,62],releas:[36,40,41,56,67,69],relev:[69,71],reli:[16,40],reliabl:18,relu:[8,48],remain:66,rememb:8,remot:[6,17,21,47,48,51,53,55,56],remoteparameterupdat:[21,24,53],remov:[12,28,47,51,53,70],renam:[28,71],reorgan:8,repeat:[30,38],repeatedli:30,replac:[17,22,41,70],replicaset:26,repo:17,report:[22,50,51],reportdataset:22,repositori:[8,47],repres:[2,4,8,9,22,45,48,56,63,66,67],represent:[8,23,30,66,70],reproduc:[46,71],request:[17,18,21,25,36,56,57,61,71],requir:[1,7,8,15,18,23,25,26,28,38,46,48,51,56,57,62,63,66,68],res5_3_branch2c_bn:64,res5_3_branch2c_conv:64,res:69,research:[12,63,67,70],resembl:70,reserv:[2,28],reserveoutput:48,reset:[8,18],reshap:[16,35],reshape_s:8,resid:46,residu:64,resiz:21,resnet:65,resnet_101:64,resnet_152:64,resnet_50:64,resolv:[17,47,57],resourc:[41,56],respect:[2,39,45,48,53,63,64,69,71],respons:[8,21,34,56,57],rest:[2,8,26,27,39],restart:[18,23,56,57],restartpolici:[56,57],restor:16,restrict:[37,53],resu:35,result:[4,5,7,8,14,16,22,30,50,53,56,63,64,66,68,69,70],result_fil:7,resum:25,retir:67,retran:56,retriev:[37,46,48,57],return_seq:9,reuqest:36,reus:[25,35,48],rev:46,reveal:15,revers:[8,9,45,69,70],review:[12,47,57,66,70],reviews_electronics_5:57,revis:66,rewrit:[17,71],rgb:8,rgen:70,rho:10,rich:39,right:[2,8,16,17,26,64],rkt:[26,46],rmsprop:66,rnn:[8,9,37,49,52,66,70],rnn_bias_attr:45,rnn_layer_attr:45,rnn_out:45,rnn_step:8,rnn_use_batch:[52,53],rnnlm:12,robot:63,robust:8,role:[12,15,22,23,56,65,70],roman:70,romanc:67,root:[10,11,51,56,57],root_dir:51,rot:8,roughli:[2,62],routledg:70,row:[4,7,8,12,21,48,64],row_id:8,rpc:22,rpcserver:22,rsize:56,rtype:[8,12],rule:[7,30,48,56],run:[15,16,17,18,26,29,30,37,41,47,48,49,50,53,56,58,59,61,63,64,66,68,70,71],runinitfunct:50,running_on_cloud:26,runtim:[1,2,40,41,51],s_param:62,s_recurrent_group:45,sacrif:1,safe:26,sai:[8,30,39,46,53,55],sake:48,sale:67,same:[2,4,7,8,9,14,15,16,22,23,25,29,37,45,51,55,56,61,66,68,69,70,71],samping_id:8,sampl:[2,4,7,12,38,51,53,55,61,62,64,66,68,69,70,71],sample_dim:62,sample_id:7,sample_num:7,santiago:70,satifi:7,satisfi:[17,51,56,66],save:[2,8,12,14,18,20,22,23,26,30,39,46,53,55,56,57,63,64,66,68,69,70,71],save_dir:[39,53,55,57,62,63,66,68,69,70,71],save_only_on:[52,53],saving_period:[52,53],saving_period_by_batch:[52,53,55,66],saw:2,scalar:[2,8],scale:[5,38,64,67],scalingproject:8,scan:22,scatter:8,scenario:[39,52],scene:52,schdule:56,schedul:[22,26,56,62],scheduler_factor:6,schema:61,scheme:[7,21,69],schmidhub:70,schwenk:71,sci:67,scienc:70,scientist:67,scope:16,score:[7,8,68,70,71],screen:68,scrip:66,script:[4,12,46,51,56,63,64,66,69,70,71],seaplane_s_000978:63,search:[8,18,37,40,45,53,69,71],seat:71,second:[2,8,15,28,35,37,38,39,41,51,61,64,66,67,70],secret:56,section:[2,45,48,51,56,66],sed:70,see:[2,4,8,9,15,18,39,41,47,50,56,61,62,64,66,68,70,71],seed:[50,53],seem:17,segment:7,segmentor:61,sel_fc:8,selcet:8,select:[8,47,56,67,71],selected_indic:8,selectiv:8,selector:57,self:[16,39,48,67,70],selfnorm:8,semant:[12,15,36,65,70],semat:15,sen_len:69,send:[18,23,38,53,56],send_back_parameter_typ:21,sendbackparameterspars:21,sendbackparametertyp:21,sendparameterrequest:21,sendparameterrespons:21,sensit:8,sent:[15,23,38,57],sentenc:[2,8,12,45,66,69,70,71],sentiment:[2,39,65,66,69],sentiment_data:70,sentiment_net:70,sentimental_provid:2,separ:[2,7,23,29,53,61,66,67,68,69,71],seq:[8,12,68],seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[61,71],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,61,71],seqtoseq_net:[8,61,71],sequel:2,sequenc:[2,5,7,8,9,11,12,30,48,61,66,68,69,70,71],sequence_conv_pool:66,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,45,66,69],seri:[9,70],serial:[2,14,22,34],serv:[41,50,56,62],server:[15,17,21,24,25,41,48,51,52],serverless:18,servic:[41,67],session:[41,50],set:[1,2,4,6,7,8,9,12,14,15,16,18,26,31,37,39,40,41,45,46,48,49,50,51,52,53,55,56,57,61,63,64,66,67,68,69,70,71],set_active_typ:48,set_default_parameter_nam:6,set_drop_r:48,set_float_el:16,set_input:8,set_output:31,set_siz:48,set_typ:48,setp:56,setq:46,settup:48,setup:[2,36,41,48,66],sever:[2,7,8,16,21,34,51,55,56,65,66,68,69,70,71],sgd:[10,14,15,18,26,34,51,62,70,71],sgdasync_count:52,shall:17,shallow:69,shape:[8,12,14,16,64],shard:[18,19,20,21,22,23,25,56],share:[8,17,33,34,40,41,46,50,53,57,69],shared_bia:9,shared_bias:8,shared_librari:17,shared_ptr:[32,33,37],shell:[56,64],shift:[8,64],ship:63,shold:70,shop:70,shorten:8,shorter:64,should:[2,4,6,7,8,12,14,15,16,23,26,29,31,34,35,38,39,45,47,51,56,63,66,68,69,70,71],should_be_fals:15,should_be_tru:15,should_shuffl:[2,69],show:[4,7,10,18,28,39,46,53,56,57,61,64,66,68,69,70,71],show_check_sparse_distribution_log:[52,53],show_layer_stat:[52,53],show_parameter_stats_period:[52,53,55,57,66,69,70,71],shown:[2,8,15,45,48,50,56,62,63,64,66,68,70,71],shrink:48,shuf:68,shuffl:[2,12,68,70],sid:56,side:[8,14,34,64],sig:56,sigint:51,sigmod:38,sigmod_op:38,sigmod_output:38,sigmoid:[8,38,48],sigmoidactiv:9,sign:[27,56],signal:51,signatur:56,signific:50,similar:[8,35,56,66,68],similarli:[8,12,69],simpl:[1,2,5,7,8,9,12,14,30,37,38,40,41,47,50,53,66,68,69,70],simple_attent:45,simple_gru:[45,66],simple_lstm:[8,66],simple_rnn:[8,45],simpler:34,simplest:56,simpli:[1,8,15,23,40,41,45,50,61,64,68,70,71],simplifi:[15,38,48,57],simultan:56,sinc:[8,18,22,24,25,35,39,41,50,56,62,66,67,71],sincer:[47,70],singl:[2,7,9,12,18,37,41,48,51,57,64,66,69,71],sinlg:14,site:[17,56],six:[61,69,71],size:[2,7,8,9,10,12,14,18,20,21,23,31,35,38,39,45,48,51,53,62,63,64,66,67,69,70,71],size_a:8,size_b:8,size_t:[21,48],sizeof:61,skill:71,skip:[35,39,47,51,56,64],sliceproject:8,slide:[8,10,12,18],slightli:63,slope:8,slopeinterceptlay:8,slot:[68,69],slow:[2,50],slowli:46,small:[2,12,16,48,51,53,63,71],small_messag:[52,53],small_vgg:63,smaller:[8,16,18],smart:37,smartli:8,smith:70,smooth:8,snap:57,snapshot:[19,25,56],snippet:[29,45,48,50,56,66],social:70,sock:26,sock_recv_buf_s:[52,53],sock_send_buf_s:[52,53],socket:53,softmax:[8,9,15,31,45,48,61,66,69,70],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:66,softwar:[41,50],solv:[15,69],solver:71,some:[2,6,8,12,14,15,17,21,22,23,25,26,29,30,37,39,40,47,48,50,52,53,55,56,62,66,67,68,69,70,71],some_c_api_funct:33,some_inst:33,some_python_class:32,somecppclass:32,somedata:14,somegotyp:32,someth:[2,8,21,46],sometim:[8,10,35,46,50,70],somewhat:23,somewher:37,soon:18,sophist:[39,48,51],sort:[8,12,53,56,68,70,71],sourc:[8,12,16,17,28,33,35,39,41,45,47,49,56,57,61,66,68,71],source_dict_dim:45,source_language_word:45,space:[7,8,41,45,46,50],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,21,48,51,53,56,66],sparse_binary_vector:[2,12,66],sparse_binary_vector_sequ:12,sparse_float_vector:2,sparse_non_value_slot:12,sparse_remot:21,sparse_upd:[6,21],sparse_value_slot:12,sparse_vector:12,sparse_vector_sequ:12,sparseparam:48,sparseprefetchrowcpumatrix:48,spatial:[8,63],speak:[45,71],spec:[56,57],specfii:53,speci:63,special:[8,23,40,61,66,71],specif:[1,17,18,28,37,46,55,63,66,68],specifi:[1,2,7,8,15,21,22,23,26,28,37,38,39,40,45,46,48,53,56,62,63,64,66,67,68,70,71],speech:8,speed:[9,41],spefici:64,sphinx:[32,40,41],sphinx_rtd_them:40,split:[2,8,25,51,55,56,61,64,66,69],split_count:56,sql:1,sqrt:8,squar:[8,10,11,39],square_error_cost:39,squarerootnpool:8,squash:71,srand:53,src:[17,71],src_backward:45,src_embed:45,src_forward:45,src_root:4,src_word_id:45,srl:[12,69],ssd:8,ssh:[41,51,56,57],sshd:41,ssl:40,sstabl:15,stabil:16,stabl:[36,56],stack:[39,56,66,69],stacked_lstm_net:70,stacked_num:70,stackexchang:8,stage:[17,24,47,51],stake:71,stale:18,stamp:50,standard:[6,46,61,63,69,70,71],stanford:[12,16,57],star:[17,67],start:[8,14,17,18,21,22,23,25,26,34,39,41,45,46,50,51,53,60,61,65,68,71],start_pass:[52,53],start_po:8,start_pserv:53,startup:[18,26,56],stat:[40,50,53,69,70,71],state:[8,9,18,37,39,45,53,57,62,69,71],state_act:[8,9],statement:[30,48,56],staticinput:[8,45],statist:[8,53,66,69,70,71],statset:50,statu:[26,47,50,56,57],status:57,std:[14,17,21,32,33,37,38,48,53],stderr:51,stdout:51,step:[4,8,9,11,18,23,30,34,38,41,45,47,48,50,51,56,57,66,68,69,70,71],stepnet:37,still:[22,25,31,64],stmt1482205552000:56,stmt1482205746000:56,stochast:[10,18,22,25],stock:70,stop:[8,41,46,51,53,57,68],storag:[27,40,56,57,63],store:[7,8,12,14,16,17,21,34,37,48,51,53,56,57,61,63,64,66,68,69,70,71],str:[14,26,55],strategi:[2,11,18,53,69],street:[8,69],strength:62,strict:35,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,22,28,37,38,48,53,56,70],strip:[66,69],struct:[22,23,27,33,38],structur:[22,51,56,61,63,66,68,69,70,71],sts:56,student:67,stuff:47,stun:2,style:[2,8,38,40,47],sub:[7,8,12,15,25,34,45,48,63,66,71],sub_nest_seq:8,sub_sequ:[2,8],subcommand:28,subgradi:10,submit:[47,52,53,56],subnet0:56,subnet:[15,56],subobjectpath:57,subsequ:8,subsequenceinput:8,subset:[48,71],substanti:64,substitut:71,succe:70,succeed:[22,57],success:[8,23,56,57,64,69],successfulcr:57,successfuli:70,successfulli:[64,68,70],successor:[53,71],sucessfulli:71,sudo:[40,46,56,63],suffic:[35,39],suffici:53,suffix:[26,71],suggest:[8,17,50],suitabl:[47,53,63],sum:[8,10,16,19,45,48],sum_:8,summar:[66,70],sumpool:8,support:[6,7,8,11,12,16,18,25,26,29,34,35,40,41,45,46,47,48,50,53,56,69],suppos:[17,29,39,48,66],suppress:[8,28],sure:[46,47,48,56,63,70],surpass:8,survei:70,svs:38,swagger:27,swap_channel:64,swig:[4,24,32,33,40],swig_paddl:[4,62],symbol:[8,33],symlink:47,sync:[18,47,53,62],syncflag:48,synchron:[10,18,22,51,53,56],syntact:69,syntax:[35,68],synthect:39,synthes:62,synthet:39,sys:64,system:[17,18,23,25,27,29,40,41,51,57,66,69,70,71],t2b:61,tab:[41,66],tabl:[2,7,8,64,66,71],tableproject:8,tag:[7,12,41,45],tagtyp:7,take:[2,4,7,8,9,15,17,18,25,30,31,45,46,48,50,56,57,62,69,71],taken:[2,69],talk:23,tanh:[8,9,45,48],tanhactiv:9,taobao:70,tar:[14,40,56],tarbal:56,target:[8,12,14,17,45,47,61,66,71],target_dict_dim:45,target_dictionary_dim:8,target_language_embed:8,target_language_word:45,target_link_librari:17,targetinlink:8,task:[2,7,8,38,39,45,55,61,64,69,70,71],task_queu:22,taskentri:22,taskqueu:22,tbd:24,tconf:70,tcp:[53,56],teach:66,tear:50,technic:18,technician:67,techniqu:[45,48],technolog:46,tee:[57,63,69,70,71],tell:[18,22,23,38,41,50,68],tellig:70,templat:[29,38,57,69],tempor:[8,66,69],temporari:26,ten:46,tensor:[16,17],tensor_s:16,tensor_test:17,tensor_to_check:16,term:[8,9,18,69,70],termin:57,terminolog:39,tese:1,tesh:69,test100:12,test10:12,test1:20,test:[1,2,8,12,14,15,16,17,33,35,36,40,41,49,50,51,52,61,63,64,66,67,71],test_all_data_in_one_period:[57,63,68,69,70],test_data:71,test_fcgrad:48,test_gpuprofil:50,test_layergrad:48,test_list:[2,39,63,66],test_part_000:70,test_pass:[52,53,55,71],test_period:[52,53,55],test_ratio:68,test_wait:[52,53],testa:15,testb:15,testbilinearfwdbwd:50,testconfig:48,tester:[68,71],testfcgrad:48,testfclay:48,testlayergrad:48,testmodel_list:52,testq:15,testresult:14,testsave_dir:52,testutil:48,text1:28,text:[1,2,7,9,12,15,41,56,61,65,66,68,70],text_conv:66,text_conv_pool:68,text_fil:[12,70],tflop:50,tgz:[12,40],than:[2,4,6,7,8,9,18,26,29,40,41,45,46,48,51,56,64,69,70,71],thank:[61,71],thei:[2,8,15,17,18,23,25,28,38,39,41,45,46,48,50,51,52,56,64,70],them:[1,2,7,8,9,15,16,17,18,21,26,29,35,37,38,39,41,46,50,52,53,56,63,64,66,68,70,71],themselv:17,theori:50,therefor:40,therein:8,therun:64,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,21,22,23,24,25,26,29,30,34,35,38,39,40,41,45,46,47,48,50,51,53,55,56,57,61,62,63,64,66,67,68,69,70,71],thing:[2,39,47,50,68,69],think:[15,17],third:[8,18,50,64,70],third_parti:8,thirt:46,those:[17,18,29,30,64,69],thought:[17,50],thread:[48,50,53,55,68,69,70,71],thread_local_rand_use_global_se:[52,53],threadid:55,threadloc:50,three:[2,7,8,16,18,30,34,35,39,53,62,64,70,71],threshold:[6,7,8,18,22,53,70],thriller:67,through:[4,8,17,18,22,24,45,48,50,51,61,62,63,70,71],throughout:66,throughput:50,thu:[2,8,25,39,48,56,71],tier:57,tight:40,time:[2,8,9,11,12,15,16,17,18,22,25,29,35,38,39,45,46,50,53,55,57,66,67,69,70,71],timelin:[8,50],timeo:56,timeout:[18,22],timeout_sec:12,timer:40,timestamp:[8,19,67],timestep:[2,8,37],titil:68,titl:[12,67,68],tls:27,tmall:70,to_no_sequ:8,to_sequ:8,todo:[7,8,10,12,18,22,25,38],toend:8,togeth:[2,8,9,12,14,45],token:[7,8,15,45,61,70,71],toler:[14,16],too:[12,16,41],tool:[41,45,46,47,56,70],toolchain:40,toolkit:40,top:[7,14,64,69],top_k:7,toplevel:46,topolog:[15,18,34],topolopi:14,toronto:[12,63],total:[14,18,35,50,51,57,61,71],total_pass:35,touch:70,tourism:70,tourist:71,toward:39,tra:71,track:[18,22,47],tractabl:8,tradesman:67,tradit:8,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,20,22,23,25,30,34,45,48,49,50,52,58,59,64],train_conf:[61,71],train_config_dir:56,train_data:71,train_id:56,train_list:[2,39,63,64,66],train_part_000:70,trainabl:8,traindot_period:52,trainer:[2,4,15,19,20,21,22,24,34,39,48,51,53,55,62,66,69,70,71],trainer_config:[1,2,39,51,56,57,66,68,70],trainer_config_help:[2,39,48,63,66],trainer_count:[52,53,55,56,57,68,69,70,71],trainer_cpu:26,trainer_cr:26,trainer_gpu:26,trainer_id:[53,56],trainer_intern:21,trainer_mem:26,trainer_packag:26,trainerid:25,trainerintern:[66,68,71],training_machin:62,trainingtest_period:52,trainonebatch:21,trainonedatabatch:62,tran:[48,53],trane:2,transact:[18,22,70],transfer:[1,2],transform:[8,45,48,62,63,66,69],transform_param_attr:9,translat:[8,9,39,61,68,70,71],transpar:51,transport:53,transpos:[8,48,62],transposedfullmatrixproject:8,travel:2,travers:30,travi:[40,47],treat:[8,23],treatment:23,tree:[8,53,71],trg:71,trg_embed:45,triain:1,tricki:32,trigger:[25,34],trim:8,trivial:2,trn:66,truck:63,true_block:31,true_imag:35,true_label:35,true_read:35,truth:[7,8,66,71],tst:66,tune:[6,8,49,66,68,71],tuninglog_barrier_abstract:52,tupl:[2,8,12,14,35],ture:8,turn:[8,35,62],tutori:[41,45,47,48,50,51,56,57,58,59,64,66],tweet:70,twelv:71,twine:36,twitter:70,two:[1,2,7,8,9,15,23,24,25,26,28,30,35,37,38,39,41,45,50,51,55,56,61,62,63,64,66,68,69,70,71],txt:[2,17,26,28,48,51,56,66,68,70],type:[2,7,8,9,11,12,14,15,18,21,22,25,26,27,28,32,33,35,38,39,41,45,46,48,53,55,56,57,63,64,66,68,69],type_nam:38,typedef:[23,32,33],typeid:38,typenam:[29,38],typic:[4,7,41,50,70],ubuntu:36,ubyt:35,uci:12,ufldl:8,uid:57,uint32:27,uint64:32,uint64_t:32,unawar:23,unbalanc:53,unbound:45,unclear:25,unconstrain:70,under:[17,22,39,40,41,56,67,70],underli:39,understand:[41,50,61,63,70],understand_senti:45,understudi:71,undeterminist:50,unemploi:67,unexist:69,unidirect:8,uniform:[6,8,12,20,35,53,62],uniqu:[15,18,25,26,37,53,56],unique_ptr:[37,48],unit:[8,9,17,39,40,41,45,47,49,69],unittest:33,unittestcheckgrad_ep:52,univ:71,unix:51,unk:[61,71],unk_idx:[66,69],unknown:8,unlabel:70,unlik:[8,69,70,71],unordered_map:37,unseg:8,unsign:23,unsup:70,unsupbow:70,until:[18,23,37,51,56,69],untrack:47,unzip:68,updat:[6,8,10,18,22,23,27,34,37,40,47,48,51,53,55,70],update_equ:14,update_hook:6,updatecallback:48,updatestack:56,upload:[18,26,27,36],upon:[18,69],upper:8,upstream:47,uri:56,url:[12,70],urls_neg:70,urls_po:70,urls_unsup:70,usag:[1,2,7,8,9,14,34,39,50,61,62],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,24,31,34,37,38,39,40,41,42,45,46,47,48,50,51,53,55,56,57,61,62,63,64,66,67,68,69,70,71],use_etcd:14,use_global_stat:8,use_gpu:[52,53,55,57,62,63,64,66,68,69,70,71],use_jpeg:63,use_old_updat:[21,52,53],use_seq:[39,68],use_sparse_remote_updat:21,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,24,25,34,35,37,38,39,42,45,46,48,50,51,52,53,55,56,61,63,64,66,68,69,70,71],useful:[1,2,8,9,16,37,45,48,55,66,69,70],usegpu:[48,62],useless:51,user:[1,2,6,8,9,12,14,15,16,17,20,22,25,26,28,29,30,35,37,38,39,41,51,52,53,56,64,66,69],user_id:68,user_info:12,user_nam:20,usercert:20,userid:67,userinfo:12,userkei:20,usernam:[20,47],uses:[2,18,25,34,45,46,47,48,53,56,63,64,66,68,71],using:[1,2,4,6,8,9,12,14,15,17,18,22,23,25,26,28,29,35,37,38,39,41,45,46,47,48,50,53,55,56,57,61,62,63,64,66,69,70],usr:[40,51,53,56],usrdict:61,usrmodel:61,usual:[8,14,26,39,40,50,53,55,56,70],utf:61,util:[4,40,45,48,50,63,68,70],uuid:[19,25],v28:8,valid:[35,37,56,64,70],valu:[2,4,6,7,8,10,11,12,14,16,18,31,34,37,38,39,45,48,53,55,56,62,63,64,69,70],value1:53,value2:53,value_evalu:7,value_rang:12,vanilla:45,vanish:70,vardesc:30,vari:[50,56],variabl:[2,8,12,15,16,30,31,38,39,40,48,51,56,57,70],varianc:[8,64],variant:[8,41],varproto:38,vars_:37,vector:[2,8,9,12,15,21,23,31,45,48,61,66,68,70,71],vectorenable_parallel_vector:52,vendor:17,verb:[12,69],verbos:28,veri:[2,8,11,17,22,29,34,37,45,50,63,66,70],verifi:48,versa:40,version:[8,9,17,26,28,36,40,41,46,48,50,51,52,53,56,57,61,63,67,69,70,71],versu:15,vertic:[8,64],vgg:[9,63],vgg_16_cifar:63,via:[18,35,40,47,50,51,56,66],vice:40,view:8,virtual:[41,46],virtualenv:[46,68],visibl:[25,37,41],vision:63,visipedia:63,visit:14,visual:[8,41,50],viterbi:69,vlog:21,voc_dim:66,vocab:70,volum:[41,57],volumemount:[56,57],volumn:56,voluntarili:67,vutbr:12,wai:[2,7,8,9,15,23,25,39,41,45,46,48,51,55,68,69,71],wait:[10,18,23,47,53],walk:[4,62],wall:69,wangkuiyi:17,want:[2,8,9,15,26,31,35,37,39,40,41,46,47,48,53,55,61,64,66,68,69,70],war:67,warn:28,warp:[8,50],warpctc:8,watch:18,wbia:[56,64],web:41,websit:[63,66,69,70],wei:[69,70],weight:[7,8,9,10,45,48,53,55,63,64],weight_act:9,weightlist:48,weights_:48,weights_t:48,welcom:[17,68,70],well:[26,29,41,48,53,56,63,66],were:[7,17],west:56,western:67,wether:8,wget:40,what:[6,8,9,10,17,38,39,47,51,66,68],whatev:46,wheel:40,when:[1,2,6,7,8,12,14,16,17,18,21,22,23,26,28,34,45,46,47,48,50,53,55,56,57,61,62,63,69,70,71],whenev:68,where:[2,8,9,10,15,18,25,30,31,39,45,48,50,51,53,55,61,64,69,71],wherea:[22,29],whether:[7,8,9,14,35,48,53,62,63,68,70,71],which:[1,2,4,6,7,8,9,10,12,14,15,17,18,20,22,23,25,26,29,34,35,37,38,39,45,46,47,48,50,51,53,55,56,62,63,64,66,67,68,69,70,71],whichev:62,whl:40,who:[29,30,61,64,67],whoever:23,whole:[2,7,12,32,33,38,56,57,66,67,68,71],whose:[2,8,12,18,25,31,38,45,68,69],why:[9,16,33,46],wide:[17,69],width:[7,8,12,21,32,35,48,63,71],wiki:[8,17],wikipedia:[8,12],wilder:2,window:[8,11,12,41,46,70],wise:8,with_avx:[41,47],with_avxcompil:40,with_bia:38,with_coveragecompil:40,with_doccompil:40,with_doubl:48,with_doublecompil:40,with_dsocompil:40,with_gpu:[41,46,47],with_gpucompil:40,with_profil:50,with_profilercompil:40,with_pythoncompil:40,with_rdmacompil:40,with_style_check:47,with_style_checkcompil:40,with_swig_pycompil:40,with_test:[41,47],with_testingcompil:40,with_tim:50,with_timercompil:40,within:[8,22,39],without:[7,8,18,23,35,51,70],wmt14:[45,71],wmt14_data:71,wmt14_model:71,wmt:71,wmt_shrinked_data:12,woboq:41,won:[50,64],wonder:2,word2vec:26,word:[2,7,8,12,30,38,45,55,65,68,69,70,71],word_dict:[66,69],word_dim:66,word_id:2,word_idx:12,word_slot:69,word_vector:66,word_vector_dim:[8,45,61],words_freq_sort:12,work:[2,4,12,15,17,18,35,40,45,46,47,48,50,51,53,56,57,66,68],worker:56,workercount:56,workflow:[41,47,56],workspac:[41,53,68],worri:39,wors:62,would:[14,17,18,25,29,30,34,35,41,46,51,56,62,66,69],wouldn:30,wrap:[29,69],wrapper:[9,17,29,50],writ:68,write:[2,12,15,18,25,29,35,41,46,47,49,51,56,63,68,69,71],write_lock:19,writelin:39,writer:[15,67],written:[68,70],wrong:[2,35],wsize:56,wsj:69,www:[8,12,63,71],x64:40,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,48],xgbe0:53,xgbe1:53,xiaojun:70,xmap_read:12,xrang:[16,35,39,48],xxbow:70,xxx:[15,64,71],xxxx:19,xxxxxxxxx:56,xxxxxxxxxx:56,xxxxxxxxxxxxx:56,xxxxxxxxxxxxxxxxxxx:56,xzf:40,y_neg:16,y_po:16,y_predict:39,yaml:[17,56,68],yancey1989:26,yann:12,yapf:47,year:67,yeild:[14,63],yield:[2,12,15,20,35,39,66,68,69,70],yin:8,you:[1,2,4,6,8,9,14,16,26,37,39,40,41,45,46,47,48,50,51,53,55,56,61,62,63,64,66,68,69,70,71],your:[2,8,15,17,21,26,28,40,41,46,47,48,50,51,55,56,66,70],your_access_key_id:56,your_secrete_access_kei:56,your_source_root:33,yourself:8,yum:40,yuyang18:[8,10,12],zachari:70,zeng:70,zero:[2,6,8,10,12,16,18,34,48,53,56,66],zhidao:61,zhou:[69,70],zip:[12,67],zone:56,zxvf:56},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","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","<no title>","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","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","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","<no title>","<no title>","PaddlePaddle Documentation","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":20,"\u4e0d\u4f7f\u7528":32,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":32,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":32,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4ec5\u4ec5\u4f7f\u7528void":32,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":33,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":27,"\u5206\u652f\u89c4\u8303":36,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":32,"\u539f\u56e0\u5217\u8868":32,"\u53c2\u8003\u6587\u6863":27,"\u540d\u8bcd\u89e3\u91ca":27,"\u57fa\u672c\u8981\u6c42":32,"\u5b9e\u73b0":32,"\u5b9e\u73b0\u65b9\u5f0f":33,"\u5bfc\u51fac":32,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":32,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":27,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":33,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":27,"\u6846\u67b6\u751f\u6210":27,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":27,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":33,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":27,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":27,"\u76ee\u5f55\u7ed3\u6784":33,"\u76ee\u6807":27,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":32,"\u7c7b":32,"\u7f16\u8bd1\u9009\u9879":33,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u80cc\u666f":32,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":27,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":32,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":36,"case":55,"class":[34,48],"filemanager\u8bbe\u8ba1\u6587\u6863":27,"function":[17,29,61],"new":48,"paddle\u52a8\u6001\u5e93\u4e2d":32,"paddle\u53d1\u884c\u89c4\u8303":36,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":36,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":32,"return":35,AWS:56,Abs:5,DNS:56,EFS:56,For:[17,57],KMS:56,Not:46,The:[23,30,34],Use:[55,57],Using:[17,23,41,47],With:[26,41],access:56,account:56,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:56,address:56,addto:8,adversari:62,aggreg:8,aggregatelevel:8,alalysi:21,algorithm:[16,18,66],all:37,analysi:70,api:[0,3,33,38,41],appendix:66,applic:3,approach:50,architectur:[45,66],argument:[28,35,52,55,66],arrai:16,asset:56,associ:[37,56],async:53,attent:45,attribut:6,auc:7,auto:16,avg:11,aws:56,backgraound:16,background:39,backward:30,base:26,basepool:11,batch:35,batch_norm:8,batch_siz:35,beam_search:8,between:[15,38],bidirect:70,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,bleu:71,block:30,block_expand:8,book:41,branch:47,brelu:5,bucket:56,build:[40,42,46,47,57],built:50,cach:2,can:37,capi:33,capi_priv:33,cento:40,check:[8,16,48,51],checker:16,checkpoint:[18,19,25],chines:61,choos:[17,56],chunk:7,cifar:12,classif:[7,63],classification_error:7,classification_error_print:7,client:23,clip:8,clone:47,close:16,cloudform:56,cluster:[24,51,55,56],cmake:17,code:[26,46,47],column_sum:7,command:[54,55,66,71],commit:[47,57],common:53,commun:53,compos:35,comput:30,concat:8,concept:56,conclus:25,config:[3,55,68,69],configur:[13,45,49,51,56,66,68],conll05:12,connect:8,construct:30,contain:[41,57],content:[33,50,56],context_project:8,contribut:47,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:25,convolut:[63,66],core:[16,56],cos_sim:8,cost:8,cpu:[41,55],creat:[35,37,47,56,57],creation:22,creator:35,credenti:56,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:35,dat:67,data:[8,12,18,35,39,56,57,61,62,63,66,68,69,70,71],datafeed:12,dataprovid:[2,3,53],dataset:[12,18,22,67,68,71],datatyp:12,date:47,decayedadagrad:10,decor:35,defin:[56,66,70,71],delet:[47,56],delv:63,demo:56,dens:25,depend:40,deploi:26,deriv:48,descript:[28,53,62,67,69],design:[15,16,18,22,23,24,25,29,30,34,35,37],destroi:[37,56],detail:[21,53,63],detect:[7,8],detection_map:7,detection_output:8,develop:[41,46,47,49],devic:55,dictionari:[35,61],differ:55,directori:56,dispatch:[18,22],distribut:[15,18,21,26,51,53,56],doc:[15,18,22,23,24,25,29,30,34,35],docker:[26,41,46,57],document:[41,60],dotmul_oper:8,dotmul_project:8,down:56,download:[40,56,57,61,64,68,71],dropout:8,dylib:33,dynam:18,ec2:56,elast:56,elect:25,embed:[8,61,66],enough:16,entri:35,environ:26,eos:8,equat:48,evalu:[7,39,68],evalutaion:71,event:[14,15],exampl:[15,17,33,61,62],exercis:63,exp:5,expand:8,expandlevel:8,explain:16,extern:56,extract:[61,64,68,71],fault:18,featur:[64,67,68,69],field:68,file:[56,57,66,67,68],find:56,first_seq:8,fork:47,form:38,format:[18,66],forward:30,framework:16,from:[15,25,38,40,42,46],full_matrix_project:8,fulli:8,gan:62,gate:45,gated_unit:8,gener:[45,46,62,71],get:[43,57],get_output:8,github:47,gotcha:46,gpu:[41,50,53,55],gradient:[16,23,48],gradient_print:7,graident:16,graph:30,group:[8,56],gru:[9,53],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:50,handler:[15,32],happen:25,high:38,hook:47,how:[16,21,35,49,50],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:56,ident:5,identity_project:8,imag:[8,9,26,41,57,63],imagenet:64,imdb:[12,70],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,17,21,35,48,62],infer:[14,66],info:64,ingredi:15,ingress:27,init_hook:2,initi:[23,55,56],input_typ:2,insid:37,inspect:56,instal:[40,42,56,66],instanc:56,integr:56,interact:38,interfac:[12,16,18,23,24,35,37,64],interpol:8,introduct:[1,61,64,70,71],isn:35,issu:47,job:[18,26,51,56,57],join:8,keep:47,kei:56,kill:51,kmax_sequence_scor:8,kube:56,kubectl:56,kubernet:[26,56,57],label:69,lambda_cost:8,larg:21,last_seq:8,launch:51,layer:[8,15,29,48,55],learnabl:8,leval:38,level:38,libpaddle_capi_shar:33,libpaddle_capi_whol:33,librari:23,line:[54,66],linear:[5,39],linear_comb:8,list:[19,35],local:[37,47,55,56],log:[5,66],logic:22,logist:66,low:38,lstm:[9,53,69,70],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,manag:17,map:35,master:[18,22,26],math:8,mathemat:16,matrix:53,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,memori:8,messag:38,meta:68,mini:35,minibatch:12,misc:8,mix:[8,55],mnist:[12,62],model:[2,3,13,15,21,23,25,39,41,44,45,51,55,61,62,63,64,65,66,71],modifi:57,momentum:10,movi:[67,68],movielen:[12,67,68],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:35,multiplex:8,name:[37,56],nce:8,need:[35,46,50],network:[9,45,55,62,63,64,66,68,69],neural:[45,63,66,68,69],neuralnetwork:39,nlp:[9,53],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:50,nvvp:50,object:[18,68],observ:[61,64],onli:[35,37,41],oper:29,opproto:38,optim:[10,18,23,30,49,66],option:[28,40,61],order:28,origin:47,orthogon:37,outlin:52,output:[8,51,56],overview:[25,37,66],packag:17,pad:8,paddl:[21,35,36,37,57],paddlejob:26,paddlepaddl:[15,41,42,46,56,60,61,71],pair:56,parallel_nn:55,paramet:[6,8,14,15,18,23,24,26,34,53,54,56,61,64],paraphras:61,parent:37,part:30,partit:23,pass:55,path:[25,28],perform:[50,53],persist:22,pfsclient:[27,28],pfsserver:27,pnpair:7,point:56,pool:[8,11],power:8,pre:47,precision_recal:7,predict:[4,63,64,68,69,70],prefetch:35,prelu:8,prepar:[39,51,56,61,62,63,68,70,71],preprocess:[61,63,66,68,71],prerequisit:51,pretrain:[61,71],print:7,privat:56,problem:39,process:[18,23,26,46],profil:50,project:17,provid:[2,35,66,68,69],pserver:25,pull:47,push:47,pydataprovider2:2,python:[4,16,26,35,38,41,48,64,66,68],queue:[18,22],quick:66,randomnumb:53,rank:7,rank_cost:8,rat:68,rate:67,reader:[12,15,35],recoveri:18,recurr:[8,9,45,66],recurrent_group:8,ref:16,refer:[2,50,69,70],region:56,regist:38,regress:[39,66,68],regular:23,relu:5,remot:24,render:56,repeat:8,request:47,requir:[17,40,47],reshap:8,resnet:64,result:[51,57,71],retri:22,revis:61,rmsprop:10,rnn:[44,45,53],role:69,rotat:8,route53:56,row_conv:8,row_l2_norm:8,run:[46,51,57,69],runtim:26,sampl:8,sampling_id:8,save:25,scale:[8,18],scale_shift:8,scaling_project:8,scope:37,script:57,secur:56,select:23,selective_fc:8,semant:69,sentiment:[12,70],seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:45,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[18,22,23,26,53,56],servic:56,set:54,setup:[40,56],sgd:53,share:[15,37],should:37,shuffl:35,sigmoid:5,simpl:[39,45],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:35,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,some:46,sourc:[40,42,46],span:40,spars:[23,24,25,55],specifi:[55,61],split:68,spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:70,standard:66,stanh:5,start:[15,43,47,56,57,66],startup:57,store:18,structur:62,sub_nested_seq:8,subcommond:28,submit:26,suffici:35,suitabl:17,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:66,synopsi:28,system:56,tabl:33,table_project:8,take:35,tanh:5,task:[18,22],tear:56,templat:56,tensor:8,test:[46,47,48,53,55,68,69,70],text:71,text_conv_pool:9,theori:16,thi:37,timelin:25,timer:50,tip:50,todo:[19,20],togeth:37,toi:62,toler:18,tool:[17,50],train:[14,15,18,21,24,26,35,39,41,51,53,55,56,57,61,62,63,66,68,69,70,71],trainer:[14,18,23,25,26,56,68],tran:8,trans_full_matrix_project:8,transfer:66,tune:[50,53],tutori:[61,63,65,69,70,71],two:16,ubuntu:40,uci_h:12,unit:[46,48,53],updat:[15,24,25,56],usag:[35,41,49],use:[21,35],user:[18,61,67,68,70,71],util:7,value_print:7,variabl:37,vector:53,verifi:56,vgg_16_network:9,visual:64,volum:56,vpc:56,warp_ctc:8,what:[21,25,46,50],when:[25,37],why:[35,50],wmt14:12,word:[61,66],work:41,workflow:71,workspac:51,wrapper:48,write:[48,66],yaml:57,zoo:[64,65]}})
\ No newline at end of file
diff --git a/develop/doc_cn/_sources/design/simple_op_design.md.txt b/develop/doc_cn/_sources/design/simple_op_design.md.txt
index 5e07c29c56d21728599195d420d3222213d77e7c..fded4a68612396a262121a5a886a8ae573dfa662 100644
--- a/develop/doc_cn/_sources/design/simple_op_design.md.txt
+++ b/develop/doc_cn/_sources/design/simple_op_design.md.txt
@@ -147,7 +147,7 @@ class CosineOp {
struct CosineOpProtoMaker : public OpProtoMaker {
CosineOpProtoMaker(OpProto* proto) : OpProtoMaker(proto) {
AddInput("input", "input of cosine op");
- AddAttr("scale", "scale of cosine op", float).Default(1.0).LargerThan(0.0);
+ AddAttr("scale", "scale of cosine op", float).Default(1.0).GreaterThan(0.0);
AddType("cos");
AddComment("This is cos op");
}
diff --git a/develop/doc_cn/design/simple_op_design.html b/develop/doc_cn/design/simple_op_design.html
index 16f2b9ed3c5ee0cd013b7ab684e5f8a2e70f7a39..18b95e249310975462020821ace584b99fef37da 100644
--- a/develop/doc_cn/design/simple_op_design.html
+++ b/develop/doc_cn/design/simple_op_design.html
@@ -325,7 +325,7 @@ create_python_ops_creatation_functions()
struct CosineOpProtoMaker : public OpProtoMaker {
CosineOpProtoMaker(OpProto* proto) : OpProtoMaker(proto) {
AddInput("input", "input of cosine op");
- AddAttr("scale", "scale of cosine op", float).Default(1.0).LargerThan(0.0);
+ AddAttr("scale", "scale of cosine op", float).Default(1.0).GreaterThan(0.0);
AddType("cos");
AddComment("This is cos op");
}
diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js
index 2822d0caf7fe95c6bbb72686316f9cfdfb84f58a..8abd8eb88dcd2e26c4a1393df2ad65b8b642db82 100644
--- a/develop/doc_cn/searchindex.js
+++ b/develop/doc_cn/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","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/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/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","design/simple_op_design","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/cross_compiling/cross_compiling_for_android_cn","howto/cross_compiling/cross_compiling_for_raspberry_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.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/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/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","design/simple_op_design.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/cross_compiling/cross_compiling_for_android_cn.md","howto/cross_compiling/cross_compiling_for_raspberry_cn.md","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":81,"0005\u4e58\u4ee5batch":73,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":80,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":80,"000\u4e2atxt\u6587\u4ef6":80,"000\u4f4d\u7528\u6237\u5bf94":77,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":74,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"000\u6761\u8bc4\u4ef7":77,"000\u90e8\u7535\u5f71\u76841":77,"00186201e":4,"00m":60,"01852v1":8,"03m":60,"0424m":60,"0473v3":9,"05d":73,"0630u":60,"06u":60,"0810u":60,"08823112e":4,"0957m":60,"0\u4e4b\u540e\u7684\u7248\u672c":42,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":63,"0\u5c42\u5e8f\u5217":48,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":80,"0ab":8,"0rc1":36,"0rc2":36,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":73,"10007_10":80,"10014_7":80,"100m":39,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":74,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":74,"101\u5c42\u7f51\u7edc\u6a21\u578b":74,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":73,"10\u6570\u636e\u96c6":73,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":73,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":73,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":73,"10g":26,"1150u":60,"11\u5b9e\u73b0\u4e86c":33,"11e6":67,"12194102e":4,"124n":60,"128\u7ef4\u548c256\u7ef4":72,"13m":67,"1490u":60,"14\u4ee5\u4e0a":47,"14\u6570\u636e\u96c6":81,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":81,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":65,"152\u5c42\u7f51\u7edc\u6a21\u578b":74,"15501715e":4,"1550u":60,"15\u884c":49,"1636k":81,"16u":60,"173m":74,"173n":60,"1770u":60,"18\u5c81\u4ee5\u4e0b":77,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":67,"197u":60,"1\u7684\u5c42\u4e4b\u5916":65,"1\u7a00\u758f\u6570\u636e":55,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":65,"1\u9664\u4ee5batch":73,"1m\u6570\u636e\u96c6\u4e2d":78,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":78,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":73,"210u":60,"211839e770f7b538e2d8":9,"215n":60,"228u":60,"234m":74,"24\u5c81":77,"2520u":60,"25639710e":4,"25k":76,"2680u":60,"26\u884c":49,"27787406e":4,"279n":60,"27m":60,"285m":60,"2863m":60,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":60,"2977m":60,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":81,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":39,"2\u4e2a\u6d6e\u70b9\u6570":40,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":68,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":65,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":68,"2nd":8,"302n":60,"30u":60,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":72,"32777140e":4,"328n":60,"32\u7ef4":72,"32u":60,"32x32":12,"331n":60,"3320u":60,"34\u5c81":77,"35\u65f6":81,"36540484e":4,"36u":60,"3710m":60,"3768m":60,"387u":60,"38u":60,"3920u":60,"39u":60,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":81,"3\u53f7gpu":39,"4035m":60,"4090u":60,"4096mb":63,"4279m":60,"43630644e":4,"43u":60,"448a5b355b84":67,"44\u5c81":77,"4560u":60,"4563m":60,"45u":60,"4650u":60,"4726m":60,"473m":67,"48565123e":4,"48684503e":4,"49316648e":4,"49\u5c81":77,"4gb":63,"4yf":8,"500\u4e2atxt\u6587\u4ef6":80,"500m":39,"50\u5c42":74,"50\u5c42\u7f51\u7edc\u6a21\u578b":74,"51111044e":4,"514u":60,"525n":60,"526u":60,"53018653e":4,"536u":60,"5460u":60,"5470u":60,"54u":60,"55\u5c81":77,"55g":81,"5690m":60,"573u":60,"578n":60,"5798m":60,"586u":60,"58s":67,"5969m":60,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":72,"5delta":8,"6080u":60,"6082v4":8,"6140u":60,"6305m":60,"639u":60,"64\u5e73\u53f0\u4e3a\u4f8b":[46,47],"64\u73af\u5883":47,"64\u7ef4":72,"655u":60,"6780u":60,"6810u":60,"682u":60,"6970u":60,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":60,"6\u4e2a\u8282\u70b9":61,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":72,"704u":60,"70634608e":4,"7090u":60,"72296313e":4,"72u":60,"73u":60,"75u":60,"760u":60,"767u":60,"783n":60,"784u":60,"78m":60,"7\u7248\u672c\u5f00\u59cb":46,"7eamaa":12,"7kb":67,"8250u":60,"8300u":60,"830n":60,"849m":60,"85625684e":4,"861u":60,"864k":81,"8661m":60,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":72,"877\u884c":72,"892m":60,"901n":60,"90u":60,"918u":60,"9247m":60,"924n":60,"9261m":60,"93137714e":4,"9330m":60,"94u":60,"9530m":60,"96644767e":4,"983m":60,"988u":60,"997u":60,"99982715e":4,"99m":74,"99u":60,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9f18":67,"\u0233":40,"\u03b5":40,"\u4e00":49,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":56,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":40,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":73,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":27,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":66,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":67,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":51,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":73,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":51,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":51,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":51,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":80,"\u4e00\u4e2a\u5bb9\u5668\u5c31\u662f\u4e00\u4e2a\u64cd\u4f5c\u7cfb\u7edf\u7684\u8fdb\u7a0b":42,"\u4e00\u4e2a\u6216\u591a\u4e2a":66,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":39,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":60,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":42,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":48,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":48,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":80,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":42,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":55,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":55,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":55,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":56,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":39,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":27,"\u4e00\u4e2adocker\u955c\u50cf\u662f\u4e00\u4e2a\u6253\u5305\u597d\u7684\u8f6f\u4ef6":42,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":63,"\u4e00\u4e2alabel":49,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":52,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":79,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":76,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":66,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":27,"\u4e00\u4eba":49,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":51,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":78,"\u4e00\u53f0\u7535\u8111":53,"\u4e00\u65e9":49,"\u4e00\u662fbatch":39,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":53,"\u4e00\u6837\u8bbe\u7f6e":61,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":66,"\u4e00\u6b21\u6027\u676f\u5b50":49,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u79cd\u5e38\u7528\u7684\u505a\u6cd5\u662f\u7528\u5b66\u4e60\u7684\u6a21\u578b\u5bf9\u53e6\u5916\u4e00\u7ec4\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u9884\u6d4b":40,"\u4e00\u79cd\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":46,"\u4e00\u7bc7\u8bba\u6587":81,"\u4e00\u7ea7\u76ee\u5f55":[80,81],"\u4e00\u81f4":[48,49],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":36,"\u4e00\u822c\u4ece":54,"\u4e00\u822c\u5728paddlepaddle\u4e2d":49,"\u4e00\u822c\u60c5\u51b5\u4e0b":[1,40],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":39,"\u4e00\u822c\u6765\u8bf4":52,"\u4e00\u822c\u800c\u8a00":81,"\u4e00\u822c\u8868\u793a":49,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":76,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,44],"\u4e09\u7ea7\u76ee\u5f55":[80,81],"\u4e0a":54,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":79,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":27,"\u4e0a\u4f20\u65b9\u6cd5":36,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":80,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":49,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":68,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":27,"\u4e0a\u7f16\u8bd1\u5f88\u6162":53,"\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":46,"\u4e0a\u7f51":49,"\u4e0a\u8fd0\u884c":42,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":39,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":53,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":60,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":61,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":56,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":56,"\u4e0b":[56,73],"\u4e0b\u56fe\u4e2d\u5c31\u5c55\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u5185\u5b58\u6570\u636e\u8fc1\u5f99\u548c\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\u7684\u5efa\u8bae":60,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":73,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":79,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":74,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":55,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":51,"\u4e0b\u6587\u4f7f\u7528":68,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":67,"\u4e0b\u6b21":49,"\u4e0b\u7684":68,"\u4e0b\u7684\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":47,"\u4e0b\u8868\u5c55\u793a\u4e86batch":74,"\u4e0b\u8f7d":27,"\u4e0b\u8f7d\u5230\u672c\u5730":27,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":67,"\u4e0b\u8f7d\u6570\u636e\u96c6":73,"\u4e0b\u8f7draspberri":47,"\u4e0b\u8f7dwmt":81,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":60,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":56,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":78,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":56,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":57,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":66,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":33,"\u4e0b\u9762\u5217\u51fa\u4e86":52,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":55,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":68,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":73,"\u4e0b\u9762\u662f":56,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":73,"\u4e0b\u9762\u662f\u5bf9":56,"\u4e0b\u9762\u662fcifar":73,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":55,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":74,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":74,"\u4e0b\u9762\u7684\u547d\u4ee4\u628a\u5f53\u524d\u76ee\u5f55\u6302\u8f7d\u5230\u4e86\u5bb9\u5668\u4e2d\u7684":42,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":56,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":55,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":44,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":40,"\u4e0b\u9762\u89e3\u91ca\u4ee3\u7801\u4e2d\u4e00\u4e9b\u5173\u952e\u7684\u5730\u65b9":56,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":48,"\u4e0d":49,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":27,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":53,"\u4e0d\u4f1a\u518d\u4ece":39,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":53,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":32,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":55,"\u4e0d\u4f7f\u7528c":32,"\u4e0d\u4f7f\u7528swig":32,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":56,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":56,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":81,"\u4e0d\u540c":79,"\u4e0d\u540c\u4e3b\u673a":66,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":56,"\u4e0d\u540c\u4ea7\u54c1":80,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":63,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":74,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":52,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":32,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":39,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":68,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,44],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":66,"\u4e0d\u540c\u8bbe\u5907":56,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":32,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":51,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":51,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":49,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":66,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":57,"\u4e0d\u5728":33,"\u4e0d\u5bb9\u6613\u51fa\u9519":27,"\u4e0d\u5c11":49,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":32,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":51,"\u4e0d\u5fc5\u518d\u5c06\u4efb\u610f\u957f\u5ea6\u6e90\u8bed\u53e5\u4e2d\u7684\u6240\u6709\u4fe1\u606f\u538b\u7f29\u81f3\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf\u4e2d":81,"\u4e0d\u6307\u5b9a\u65f6":51,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":66,"\u4e0d\u652f\u6301":79,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,44],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":32,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":54,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":56,"\u4e0d\u80fd\u592a\u968f\u610f":54,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":54,"\u4e0d\u8fc7":49,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":53,"\u4e0d\u8fdc":49,"\u4e0d\u9519":49,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":53,"\u4e0e":[56,68,72,81],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":27,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":36,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":49,"\u4e0e\u53ef\u80fd\u6709\u7684":36,"\u4e0e\u5728":79,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":61,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":68,"\u4e0e\u7ffb\u8bd1":81,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":80,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":81,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":39,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":77,"\u4e0ejob":68,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":56,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":56,"\u4e0etime":77,"\u4e14":49,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":54,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,44],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":66,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":49,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":33,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":80,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":32,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":32,"\u4e24":49,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":61,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":58,"\u4e24\u4e2a\u5d4c\u5957\u7684":51,"\u4e24\u4e2a\u64cd\u4f5c":60,"\u4e24\u4e2a\u6587\u4ef6\u5939":73,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":79,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":49,"\u4e24\u4e2a\u90e8\u5206":58,"\u4e24\u79cd\u7c7b\u522b":76,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":36,"\u4e2a":76,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":39,"\u4e2a\u5355\u8bcd":81,"\u4e2a\u6027\u5316\u63a8\u8350":[36,75],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":78,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":63,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":63,"\u4e2d":[32,33,39,55,56,57,68,73,76,78,79,80],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":54,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":72,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":81,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":81,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":49,"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5305\u542b\u4e00\u4e2aandroid\u7248\u672c\u7684\u5e93":46,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":47,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":76,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":81,"\u4e2d\u5305\u542bc":[46,47],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":54,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":54,"\u4e2d\u5b89\u88c5":61,"\u4e2d\u5b8c\u5168\u4e00\u81f4":32,"\u4e2d\u5b8c\u6210":80,"\u4e2d\u5b9a\u4e49":52,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":51,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":33,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":80,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":74,"\u4e2d\u6307\u5b9a":63,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":65,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":74,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":57,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":74,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":41,"\u4e2d\u6587\u6587\u6863":58,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":58,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":49,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":77,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":68,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":63,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":56,"\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9":56,"\u4e2d\u6dfb\u52a0\u5982\u4e0b\u5185\u5bb9":56,"\u4e2d\u7684":[57,74],"\u4e2d\u7684\u4e00\u884c":[2,54],"\u4e2d\u7684\u5185\u5bb9":79,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":54,"\u4e2d\u7684\u63a5\u53e3":78,"\u4e2d\u7684\u6570\u636e":74,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":78,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":74,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":80,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":78,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":81,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":66,"\u4e2d\u7684\u7b2ci\u884c":81,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":77,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":80,"\u4e2d\u83b7\u53d6":68,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":61,"\u4e2d\u8bbe\u7f6e":61,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":61,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":55,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":56,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":39,"\u4e3a":[2,46,47,52,56],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":56,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":80,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":54,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":55,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":42,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":80,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":66,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":55,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":27,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":53,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":51,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":42,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":54,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":61,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":33,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":61,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":[46,47],"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":60,"\u4e3a\u4e86\u8fd8\u539f":40,"\u4e3a\u4ec0\u4e48\u7528":53,"\u4e3a\u4f8b":[56,76],"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":61,"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":56,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":76,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":39,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":60,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":72,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":61,"\u4e3a\u6b64":67,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":55,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":61,"\u4e3aconst\u51fd\u6570":56,"\u4e3ajson\u6216yaml\u683c\u5f0f":78,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":55,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":63,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":27,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":44,"\u4e3b\u8981\u539f\u56e0":49,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":39,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":73,"\u4e3b\u8981\u7528\u4e8epython":56,"\u4e3b\u8981\u7684\u89e3\u51b3\u529e\u6cd5\u662f\u51cf\u5c0f\u5b66\u4e60\u5f8b\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406":39,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":76,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":39,"\u4e3e\u4f8b":39,"\u4e3e\u4f8b\u8bf4\u660e":49,"\u4e4b\u524d":54,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":76,"\u4e4b\u540e":[40,44,55],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":61,"\u4e4b\u540e\u4f7f\u7528":55,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":55,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":55,"\u4e4b\u540e\u5b9a\u4e49\u7684":73,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":33,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":53,"\u4e4b\u95f4\u7684\u8ddd\u79bb":40,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":51,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u4e58\u9664\u7b49\u65f6\u5019":39,"\u4e5d\u4e2a":79,"\u4e5f":49,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":51,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":33,"\u4e5f\u4e0d\u751f\u6210":33,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":53,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":54,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":66,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":42,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":51,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":60,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":68,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":76,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":66,"\u4e5f\u53ef\u5199\u6210":56,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":[46,47],"\u4e5f\u5c31\u662f":54,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":76,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":53,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":54,"\u4e5f\u5c31\u662f\u8bf4":[63,65,72],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":78,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":68,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":60,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":49,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":66,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":51,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":39,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":76,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":73,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":32,"\u4e7e":49,"\u4e86":[49,53],"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":60,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":52,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":52,"\u4e8c\u7ea7\u76ee\u5f55":[80,81],"\u4e8c\u7ef4\u77e9\u9635":74,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":49,"\u4e8c\u8fdb\u5236":72,"\u4e92\u76f8\u901a\u4fe1":66,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":80,"\u4e94\u661f\u7ea7":49,"\u4e9a\u9a6c\u900a":80,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe":47,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":46,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":46,"\u4ea4\u53c9\u7f16\u8bd1raspberri":47,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":46,"\u4ea4\u901a":49,"\u4ea4\u901a\u4fbf\u5229":49,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[46,47],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":42,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec0\u4e48":78,"\u4ec0\u4e48\u662f":53,"\u4ec5\u4ec5\u4f7f\u7528":32,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":80,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":78,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":78,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":80,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":55,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":55,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":68,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":46,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1raspberri":47,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":66,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":76,"\u4ece":[36,60,79],"\u4ece0\u5230num":63,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":51,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":60,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":40,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":80,"\u4ece\u5927\u5230\u5c0f":81,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":79,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":49,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":76,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":[46,47],"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":81,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":80,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":81,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":55,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":40,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":76,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8be5\u94fe\u63a5":81,"\u4ece\u8bed\u4e49\u4e0a\u770b":51,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":49,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":40,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":72,"\u4ececmake":46,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ecestart":63,"\u4ecetest":81,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":54,"\u4ed4\u7ec6\u89c2\u5bdf":74,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":33,"\u4ed6\u4eec\u5206\u522b\u662f":49,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":53,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":49,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":74,"\u4ed6\u662f\u5c06":33,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":32,"\u4ee3\u66ff":68,"\u4ee3\u7801":78,"\u4ee3\u7801\u4e2d9":49,"\u4ee3\u7801\u5982\u4e0b":52,"\u4ee3\u7801\u6ce8\u91ca":56,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":54,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":32,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":56,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":68,"\u4ee3\u8868\u7f16\u53f7":78,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a":54,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u6309\u7167\u751f\u6210\u7684dockerfile\u628a\u751f\u6210\u7684\u7a0b\u5e8f\u62f7\u8d1d\u5230\u751f\u4ea7\u955c\u50cf\u4e2d\u5e76\u505a\u76f8\u5e94\u7684\u914d\u7f6e":42,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":42,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":42,"\u4ee5\u4e0b":[20,78],"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":52,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":53,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":77,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":42,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":54,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":76,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":61,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":72,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":61,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":42,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":27,"\u4ee5\u4fbf\u7528\u6237":61,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":55,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":55,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":53,"\u4ee5\u5206\u7c7b\u6765\u81ea":80,"\u4ee5\u53ca":[53,55],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":52,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":53,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":48,"\u4ee5\u53ca\u5728wmt":81,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":73,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":42,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":47,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":56,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":51,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":55,"\u4ee5\u53caandroid":46,"\u4ee5\u53caandroid\u6240\u9700":46,"\u4ee5\u53canumpi":20,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":78,"\u4ee5\u53carelu":55,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":[46,47],"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[46,47],"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":61,"\u4ee5\u9017\u53f7":72,"\u4ee5\u9017\u53f7\u95f4\u9694":63,"\u4ee5eigentensor\u4e3a\u4f8b":57,"\u4ef7\u683c":49,"\u4efb\u52a1":78,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":61,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f18\u5316":80,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":55,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":68,"\u4f1a\u5171\u4eab\u53c2\u6570":39,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":63,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":49,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":68,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":58,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":39,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":51,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":32,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":51,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":39,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":51,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u62a5\u9519":51,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":32,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":55,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":54,"\u4f1a\u81ea\u52a8\u5c06":56,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":81,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":68,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":51,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":54,"\u4f20\u5165":[2,20],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":39,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":63,"\u4f46":33,"\u4f46\u4e0d\u66b4\u9732":33,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":55,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":63,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":49,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":49,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":40,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":51,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":41,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":36,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":49,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":36,"\u4f46\u662f":[39,49],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":42,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":61,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":33,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":62,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":49,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":42,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":54,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":41,"\u4f46\u662f\u662f\u8fd0\u884c\u5728\u72ec\u7acb\u7684\u8fdb\u7a0b\u7a7a\u95f4":42,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":65,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":39,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":53,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":32,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":81,"\u4f46\u662f\u9690\u85cf\u5c42\u4e2d\u7684\u6bcf\u4e2a\u666e\u901a\u8282\u70b9\u88ab\u4e00\u4e2a\u8bb0\u5fc6\u5355\u5143\u66ff\u6362":80,"\u4f46\u662fbatch":39,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,44],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,44],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":56,"\u4f46eigen":57,"\u4f4d\u7f6e":49,"\u4f4f":49,"\u4f53\u88c1\u5b57\u5178":78,"\u4f53\u88c1\u5b57\u6bb5":78,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":78,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":78,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":49,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":52,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":56,"\u4f5c\u4e3a\u53c2\u6570\u7684id":39,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":51,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":77,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":32,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":40,"\u4f5c\u4e3a\u8f93\u51fa":52,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":61,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":49,"\u4f5c\u5bb6":77,"\u4f5c\u7528":48,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":74,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":76,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":72,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":74,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":42,"\u4f60\u53ea\u9700\u5b8c\u6210":61,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":76,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":81,"\u4f60\u53ef\u4ee5\u4f7f\u7528":74,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":80,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":61,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":61,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":78,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":78,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":65,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":74,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":74,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":78,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":72,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":81,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":74,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":74,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":81,"\u4f60\u5c06\u5728\u76ee\u5f55":80,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":78,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":61,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":61,"\u4f60\u9700\u8981\u4e00\u4e9b\u66f4\u590d\u6742\u7684\u5355\u5143\u6d4b\u8bd5\u6765\u4fdd\u8bc1\u4f60\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42\u662f\u6b63\u786e\u7684":55,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":65,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":55,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":78,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":55,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":76,"\u4f7f\u5f97":40,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":81,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":39,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":55,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":40,"\u4f7f\u7528":[33,36,39,42,49,51,52,55,56,60,63,76,79,80],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":65,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":65,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":74,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":65,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":65,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":55,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":39,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":67,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":39,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":79,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":72,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":80,"\u4f7f\u7528\u52a8\u6001\u5e93":32,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":39,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":39,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":73,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":72,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":52,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":68,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":67,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":56,"\u4f7f\u7528\u6587\u6863":56,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":39,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":33,"\u4f7f\u7528\u6848\u4f8b":64,"\u4f7f\u7528\u7684":39,"\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":46,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":33,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":63,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":51,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":74,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":63,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":63,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":81,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":79,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":73,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":49,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":55,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":80,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":32,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":72,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":33,"\u4f7f\u7528c99\u505a\u63a5\u53e3":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":32,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":63,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":65,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":65,"\u4f7f\u7528cpu\u8bad\u7ec3":80,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":53,"\u4f7f\u7528init":65,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":49,"\u4f7f\u7528max":73,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":49,"\u4f7f\u7528model":65,"\u4f7f\u7528paddlepaddl":76,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":73,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":63,"\u4f7f\u7528regress":36,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":32,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":32,"\u4f7f\u7528void":32,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":73,"\u4f86":49,"\u4f8b\u5982":[2,20,32,33,36,39,41,44,49,52,55,60,61,62,63,65,68,74,76,78,80],"\u4f8b\u5982\u4e0a\u6587\u7684pod":66,"\u4f8b\u5982\u4e0a\u9762\u7684":40,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":61,"\u4f8b\u5982\u4f7f\u7528":39,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":32,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":32,"\u4f8b\u5982\u5bf9\u4e8epython":32,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":49,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":49,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":49,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":39,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":73,"\u4f8b\u5982c":32,"\u4f8b\u5982hostpath":66,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":32,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":68,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":32,"\u4f8b\u5982python\u7684":32,"\u4f8b\u5982sigmoid":55,"\u4f8b\u5982sigmoid\u53d8\u6362":76,"\u4f8b\u5b50\u4e2d\u662f":55,"\u4f8b\u5b50\u4e2d\u662f0":55,"\u4f8b\u5b50\u4e2d\u662f100":55,"\u4f8b\u5b50\u4e2d\u662f4096":55,"\u4f8b\u5b50\u4e2d\u662f8192":55,"\u4f8b\u5b50\u4e2d\u662ffc":55,"\u4f8b\u5b50\u4e2d\u662fsoftmax":55,"\u4f8b\u5b50\u4f7f\u7528":66,"\u4f9bpaddlepaddle\u52a0\u8f7d":63,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":80,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":56,"\u4f9d\u6b21\u7c7b\u63a8":36,"\u4f9d\u8d56":56,"\u4f9d\u8d56\u4e8epython\u7684":73,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":66,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":66,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":42,"\u4fbf\u5229":49,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":49,"\u4fbf\u5b9c":49,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":32,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":63,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":81,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":63,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":63,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":74,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":54,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":61,"\u4fee\u590d\u6240\u6709bug\u540e":36,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":36,"\u4fee\u590dubuntu":36,"\u4fee\u6539":[66,67],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":67,"\u4fee\u6539\u6210":36,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":60,"\u4fee\u6539\u6587\u6863":59,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[49,54],"\u503c\u5f97\u6df1\u5165\u5206\u6790":60,"\u503c\u7c7b\u578b":65,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":39,"\u5047\u8bbe":55,"\u5047\u8bbe\u53d8\u91cf":40,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":42,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":55,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":72,"\u504f\u7f6e\u53c2\u6570":74,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":55,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":57,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":36,"\u505a\u63a5\u53e3":32,"\u505a\u68af\u5ea6\u68c0\u6d4b":56,"\u505a\u68c0\u67e5":56,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":63,"\u505c\u7535":49,"\u50cf":42,"\u513f\u7ae5\u7247":77,"\u5143\u7d20":48,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":48,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":33,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":39,"\u5148\u8c03\u7528initializer\u51fd\u6570":76,"\u5168\u5bb6":49,"\u5168\u8fde\u63a5\u5c42":[40,72,73,78],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":55,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":78,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":74,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":55,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":55,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":55,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":55,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":79,"\u516c\u5f0f":42,"\u516c\u94a5\u5199\u5165":61,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":79,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":56,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":79,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":56,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":68,"\u5171\u670932":72,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":56,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":73,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":49,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":54,"\u5173\u4e8eeigen":57,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":44,"\u5173\u4e8eunbound":51,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":73,"\u5173\u952e\u8bcd\u5305\u62ec":54,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":73,"\u5176\u4e2d":[2,32,36,39,40,44,46,47,52,55,72,73,74],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":74,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":73,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":73,"\u5176\u4e2d\u5305\u542b6":77,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":73,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":80,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":79,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":81,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":76,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":48,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":81,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":81,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":81,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":74,"\u5176\u4e2dbeam":81,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":63,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":63,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":44,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":57,"\u5176\u4ed6":77,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":53,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":42,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":81,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":39,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":39,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":33,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":76,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":65,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":36,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[46,47],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":52,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":55,"\u5176\u4f59\u884c\u662f":72,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5177\u4f53\u8bf4\u660e\u4e86\u5b57\u6bb5\u7c7b\u578b\u548c\u6587\u4ef6\u540d\u79f0":78,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":66,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":76,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":76,"\u5176\u5b83layer\u7684\u8f93\u51fa":51,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":39,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":66,"\u5176\u6b21":[2,49,76],"\u5176\u76ee\u7684\u662f\u5728\u7ed9\u5b9a\u7684\u8f93\u5165\u53e5\u5b50\u4e2d\u53d1\u73b0\u6bcf\u4e2a\u8c13\u8bcd\u7684\u8c13\u8bcd\u8bba\u5143\u7ed3\u6784":79,"\u5176\u8bf4\u660e\u5982\u4e0b":49,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":81,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":52,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[33,39],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":53,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":33,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,55],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":51,"\u5177\u4f53\u5982\u4e0b":42,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":60,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":39,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":76,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":39,"\u5177\u4f53\u89e3\u91ca\u53c2\u8003":56,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":74,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,33,54],"\u5177\u4f53\u8bf7\u89c1":54,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":49,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":80,"\u5185":52,"\u5185\u5b58":60,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":63,"\u5185\u5bb9":[56,76],"\u5185\u5bb9\u5982\u4e0b":67,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":49,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":68,"\u5185\u90e8":68,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":32,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":78,"\u518d\u4ee5":56,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":32,"\u518d\u57fa\u4e8e":36,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":49,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":49,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":49,"\u518d\u6307\u5b9a":41,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":60,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":55,"\u518d\u901a\u8fc7\u51fd\u6570":68,"\u5192\u9669\u7247":77,"\u5197\u4f59\u7b49\u529f\u80fd":66,"\u5199\u4ee3\u7801":32,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":81,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":55,"\u519c\u6c11":77,"\u51c6\u5907":49,"\u51c6\u5907\u597d\u6570\u636e":78,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":39,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":39,"\u51cf\u5c0fbatch":39,"\u51e0\u4e2a\u57fa\u7840\u7684\u6982\u5ff5\u5e2e\u52a9\u7406\u89e3\u548c\u4f7f\u7528docker":42,"\u51fa\u53bb\u73a9":49,"\u51fa\u5dee":49,"\u51fa\u6765":49,"\u51fa\u73b0":39,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":39,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":39,"\u51fd\u6570":[2,40,52,55,60,79,80],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":56,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":61,"\u51fd\u6570\u5047\u8bbe":52,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":60,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":51,"\u51fd\u6570\u540d\u4e3a":33,"\u51fd\u6570\u547d\u540d":32,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":56,"\u51fd\u6570\u5bf9\u6bd4cpu":56,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":55,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":55,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":51,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":55,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":60,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":55,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":55,"\u51fd\u6570\u91cc\u5b9e\u73b0":56,"\u5206\u4e3a\u597d\u8bc4":76,"\u5206\u522b\u4e3a":72,"\u5206\u522b\u4e3atrain":81,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":51,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":49,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":81,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":51,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":40,"\u5206\u522b\u662f":48,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":52,"\u5206\u522b\u662fsentences\u548clabel":49,"\u5206\u522b\u662fwords\u548clabel":49,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":55,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":49,"\u5206\u5272":[77,79],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":78,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":66,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[36,54],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":36,"\u5206\u652f\u4e0a":54,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":54,"\u5206\u652f\u4e2d":36,"\u5206\u652f\u4e3a\u5f00\u53d1":36,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":36,"\u5206\u652f\u4e3a\u7a33\u5b9a":36,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":36,"\u5206\u652f\u5408\u5165":36,"\u5206\u652f\u5408\u5165master\u5206\u652f":36,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":36,"\u5206\u652f\u540d":54,"\u5206\u652f\u540d\u4e3a":36,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":36,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":36,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":56,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":36,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":36,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":46,"\u5206\u652f\u89c4\u8303":54,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":60,"\u5206\u7247":19,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u7c7b\u8bef\u5dee\u662f0":80,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":74,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":72,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":72,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":72,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":63,"\u5206\u9694":[72,78],"\u5206\u9694\u7b26\u4e3a":77,"\u5207\u6362\u5230":54,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":54,"\u5217\u8868":78,"\u5217\u8868\u5982\u4e0b":[2,44],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":55,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":56,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":79,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":63,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":63,"\u5219\u5148\u505a\u5d4c\u5165":78,"\u5219\u53ef\u4ee5\u50cf":61,"\u5219\u53ef\u8bbe\u7f6e":[46,47],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":76,"\u5219\u5ffd\u7565":19,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":63,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":60,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":63,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5219\u8bbe\u7f6e\u6210":[46,47],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":39,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5219\u9700\u8981\u914d\u7f6e":66,"\u5219\u9700\u9009\u7528":47,"\u521b\u5efa\u4e00\u4e2akubernet":68,"\u521b\u5efa\u53cd\u5411op\u5bf9\u5e94\u7684\u524d\u5411op":56,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":42,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":54,"\u521b\u5efa\u6210\u529f\u540e":68,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":81,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":55,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":55,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":63,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":72,"\u521d\u59cb\u5316\u7236\u7c7b":55,"\u521d\u59cb\u5316biases_":55,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":51,"\u5220\u9664":54,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":39,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":76,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":39,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":78,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":80,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":51,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":76,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":66,"\u5229\u843d":49,"\u522b\u4eba\u5e2e\u4e86\u5fd9":54,"\u522b\u5fd8\u4e86":53,"\u5230":[19,39,52],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":61,"\u5230\u672c\u5730":54,"\u5230\u6b64":[42,56],"\u5230\u76ee\u524d\u4e3a\u6b62":79,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":68,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":42,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":42,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":68,"\u5237\u7259":49,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":68,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":81,"\u524d\u53f0":49,"\u524d\u5411\u4f20\u64ad":55,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":55,"\u524d\u5411\u548c\u540e\u5411":55,"\u524d\u5411op":56,"\u524d\u5411op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":56,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":56,"\u524d\u5411operator\u5355\u6d4b":56,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":56,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":56,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":54,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":27,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":36,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":55,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":76,"\u52a0\u5165":60,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":52,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":52,"\u52a0\u8f7d\u6570\u636e":79,"\u52a0\u8f7d\u6a21\u578b":79,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":81,"\u52a0\u8f7dtest":63,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":39,"\u52a8\u4f5c\u7247":77,"\u52a8\u6001\u5e93":32,"\u52a8\u753b\u7247":77,"\u52a8\u8bcd":79,"\u52a9\u624b":55,"\u5305\u542b12":80,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":72,"\u5305\u542b3\u4e2a\u5c5e\u6027":72,"\u5305\u542b50":80,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":33,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":42,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":56,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":39,"\u5305\u62ec":[20,63,76,79,81],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":77,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":39,"\u5305\u62ec\u6570\u636e\u8f93\u5165":40,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u5305\u62ec\u751f\u6210cpu":41,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":44,"\u5305\u62ec\u7b80\u5355\u7684":76,"\u5305\u62ecbool":65,"\u5305\u62eclinux":42,"\u5305\u662f\u6700\u65b0\u7684":39,"\u5305\u6bd4\u8f83\u8001":39,"\u5305\u7684\u65b9\u6cd5\u662f":39,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":49,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":49,"\u533b\u751f":77,"\u533b\u7597\u4fdd\u5065":77,"\u5341\u4e00":49,"\u5347\u5e8f\u6392\u5217":81,"\u534e\u6da6\u4e07\u5bb6":49,"\u534f\u540c\u5b8c\u6210releas":36,"\u5355\u4e2a\u503c":20,"\u5355\u4f4d\u662fmb":63,"\u5355\u5143\u6d4b\u8bd5":[53,57],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":39,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":53,"\u5355\u5143\u6d4b\u8bd5\u7f16\u5199\u5b8c\u6210\u4e4b\u540e":56,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":62,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":49,"\u5355\u53cc\u5c42rnn":50,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":40,"\u5355\u5c42":51,"\u5355\u5c42\u4e0d\u7b49\u957frnn":49,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":49,"\u5355\u5c42\u5e8f\u5217":48,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":48,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":48,"\u5355\u5c42\u6216\u53cc\u5c42":48,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u5355\u5c42rnn":[49,51],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":49,"\u5355\u673acpu\u8bad\u7ec3":39,"\u5355\u673agpu\u8bad\u7ec3":39,"\u5355\u6b65\u51fd\u6570":52,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":52,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":52,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":52,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":56,"\u5355\u70b9\u6545\u969c":19,"\u5355\u8fdb\u5355\u51fa":51,"\u5360\u4f4d\u7b26":72,"\u536b\u751f":49,"\u5373":[33,39,40,56,58,68,76,80],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":49,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":49,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":49,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":49,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":49,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":49,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":49,"\u5373\u4f7f\u7528":33,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":63,"\u5373\u4f7fc":33,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":33,"\u5373\u4fbf\u662f":53,"\u5373\u4fbf\u8bbe\u7f6e":39,"\u5373\u4fbfpaddl":33,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":51,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":52,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":80,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":51,"\u5373\u53ef":[40,54],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":39,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":58,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":49,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":39,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,44],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":33,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":76,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":49,"\u5373\u5f53\u524d\u65f6\u95f4\u6b65\u4e0b\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u8d56\u524d\u4e00\u4e2a\u65f6\u95f4\u6b65\u795e\u7ecf\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u8f93\u51fa":49,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":57,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":40,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":51,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":49,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":48,"\u5373\u6574\u6570\u6570\u7ec4":49,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":49,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":49,"\u5373\u66b4\u9732":33,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":80,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":80,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":49,"\u5373\u7f51\u5361\u540d":68,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":39,"\u5373\u8bbe\u7f6e":39,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":32,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":39,"\u5373input":51,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":49,"\u5377\u79ef\u5c42":73,"\u5377\u79ef\u5c42\u6743\u91cd":74,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":73,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":73,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":73,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":73,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":76,"\u5378\u8f7dpaddlepaddle\u5305":39,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":57,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":49,"\u539f\u56e0":54,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":39,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":54,"\u53bb\u8fc7":49,"\u53c2\u6570":[2,6,7,8,9,10,11,12,14,32,53,55,62,68,72,74,80],"\u53c2\u6570\u4e3a":56,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":39,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":79,"\u53c2\u6570\u5373\u53ef":80,"\u53c2\u6570\u540d":74,"\u53c2\u6570\u6570\u91cf":76,"\u53c2\u6570\u670d\u52a1\u5668":62,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":63,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":63,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":63,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":63,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":63,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":39,"\u53c2\u6570\u6982\u8ff0":64,"\u53c2\u6570\u7684\u89e3\u6790":68,"\u53c2\u6570\u7ef4\u5ea6":72,"\u53c2\u6570\u884c":72,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":49,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":52,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":54,"\u53c2\u8003":[27,32,66],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":60,"\u53c2\u8003\u6587\u732e":81,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":49,"\u53c2\u8003\u955c\u50cf\u7684":68,"\u53c8":49,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":48,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":39,"\u53ca":55,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":52,"\u53cc\u5411\u9a8c\u8bc1":27,"\u53cc\u5c42":51,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":49,"\u53cc\u5c42\u5e8f\u5217":48,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":48,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":49,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":48,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":51,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":48,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":48,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":49,"\u53cc\u5c42rnn":51,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":49,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":49,"\u53cc\u8fdb\u5355\u51fa":51,"\u53cc\u8fdb\u53cc\u51fa":51,"\u53cd\u4e4b\u5219":79,"\u53cd\u5411\u4f20\u64ad":55,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u53cd\u5411\u5355\u5143\u6d4b\u8bd5\u51fd\u6570\u9700\u8981\u4ee5":56,"\u53cd\u5411op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":56,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":56,"\u53cd\u5411op\u7c7b":56,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":56,"\u53cd\u5411operator\u5355\u6d4b":56,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":56,"\u53d1\u5e03":42,"\u53d1\u5e03\u5230dockerhub":36,"\u53d1\u5e03\u5230github":36,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":39,"\u53d1\u884c\u548c\u7ef4\u62a4":54,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":63,"\u53d6\u51b3\u4e8e":56,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":41,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":41,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":41,"\u53d8\u6362\u77e9\u9635":55,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":49,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":77,"\u53e5\u5b50":80,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":79,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":76,"\u53e6\u4e00\u4e2a\u4f8b\u5b50\u662f\u901a\u8fc7\u5206\u6790\u6bcf\u65e5twitter\u535a\u5ba2\u7684\u6587\u672c\u5185\u5bb9\u6765\u9884\u6d4b\u80a1\u7968\u53d8\u52a8":80,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":42,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":60,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":42,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":39,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":42,"\u53e6\u4e00\u65b9\u9762":80,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":65,"\u53e6\u5916":[49,53],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":74,"\u53ea\u4f5c\u4e3aread":51,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":63,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":77,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":41,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":74,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":49,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":76,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u662f\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":42,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":33,"\u53ea\u6709":49,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":72,"\u53ea\u6709\u542b\u6709\u4eba":77,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":63,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":51,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":65,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":32,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":49,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":39,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":42,"\u53ea\u8bfbmemory\u8f93\u5165":51,"\u53ea\u9488\u5bf9\u5185\u5b58":39,"\u53ea\u9700\u4e2d\u65ad":61,"\u53ea\u9700\u4f7f\u7528":61,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":80,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":81,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":61,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":52,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":81,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":78,"\u53ea\u9700\u8981\u8fd0\u884c":78,"\u53ef\u4ee5":[49,54,61],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":42,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":39,"\u53ef\u4ee5\u4f7f\u7528":39,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":39,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":63,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":68,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":39,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":67,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":73,"\u53ef\u4ee5\u53c2\u8003":[49,52,53,54,66,68,81],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":72,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":44,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":57,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":60,"\u53ef\u4ee5\u5728":42,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":32,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":68,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":79,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":79,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":54,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":66,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":57,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":66,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":51,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":56,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":60,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":53,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":42,"\u53ef\u4ee5\u6267\u884c":42,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":58,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":53,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":49,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":80,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[48,51],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":51,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":55,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":51,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":51,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":63,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u67e5\u770b":68,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":67,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":65,"\u53ef\u4ee5\u7528":[27,53],"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":73,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":66,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":54,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":60,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":48,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":60,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":36,"\u53ef\u4ee5\u7f16\u5199":42,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":39,"\u53ef\u4ee5\u88c5\u7684\u662f":53,"\u53ef\u4ee5\u8bbe\u7f6e":[46,47,73],"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":57,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":44,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":78,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":73,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":65,"\u53ef\u4ee5\u901a\u8fc7":[42,54,66],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":52,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":76,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":65,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":76,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":68,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":39,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":39,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":60,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":53,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":56,"\u53ef\u8bbe\u7f6e":46,"\u53ef\u9009":[2,55],"\u53f3\u8fb9\u662f":74,"\u5403":49,"\u5403\u996d":49,"\u5404\u65b9\u9762":49,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":73,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":56,"\u5408":49,"\u5408\u5e76":81,"\u5408\u5e76\u6bcf\u4e2a":81,"\u5408\u7406":49,"\u540c\u65f6":[39,60],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":41,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":39,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":54,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":51,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":76,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":74,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":76,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":60,"\u540c\u65f6\u518d\u5c06":36,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":39,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":39,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":53,"\u540c\u65f6\u63d0\u8d77":36,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":65,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":39,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":44,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":63,"\u540c\u6837\u53ef\u4ee5\u6267\u884c":42,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":51,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":56,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":63,"\u540c\u7406":56,"\u540d\u5b57\u4fee\u9970":32,"\u540d\u79f0":76,"\u540e":[39,41,46,47,54,68,80],"\u540e\u5411\u4f20\u64ad":55,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":56,"\u540e\u8005\u7ee7\u627f\u81ea":56,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":80,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411\u91cfenable_parallel_vector":62,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":36,"\u5417":53,"\u5426":41,"\u5426\u5219":[1,46,47,56,61,78],"\u5426\u5219\u4f1a\u628a":54,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":81,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":63,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":63,"\u5426\u5219\u4f7f\u7528gpu":65,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":52,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":32,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":61,"\u5426\u5b9a":79,"\u542b\u4e49":[74,80],"\u542b\u6709":77,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":55,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":55,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":55,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":68,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":63,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":63,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":63,"\u5440":49,"\u544a\u77e5\u7f16\u8bd1\u5668\u9700\u8981\u94fe\u63a5\u7684op":56,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":78,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":78,"\u5468\u56f4":49,"\u547d\u4ee4":61,"\u547d\u4ee4\u4e3a":[39,67],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":67,"\u547d\u4ee4\u5220\u9664":[46,47],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":41,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":76,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":53,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":53,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":53,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":76,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":41,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":61,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":53,"\u547d\u540d\u4e3a":54,"\u547d\u540d\u7a7a\u95f4":66,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":66,"\u547d\u540d\u8bf7\u9075\u5b88\u547d\u540d\u89c4\u8303":56,"\u548c":[20,32,33,36,39,40,41,46,47,49,52,53,54,55,56,57,58,60,61,65,66,72,73,76,78,81],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":49,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,44],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":56,"\u548c\u4e2d\u6587\u6587\u6863":58,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":39,"\u548c\u504f\u7f6e\u5411\u91cf":55,"\u548c\u5185\u5b58":53,"\u548c\u533a\u57df\u6807\u8bb0":79,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":48,"\u548c\u56fd\u5185\u955c\u50cf":42,"\u548c\u5728":2,"\u548c\u5bf9\u8c61\u5b58\u50a8api":66,"\u548c\u5dee\u8bc4":76,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":48,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":52,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":53,"\u548c\u68af\u5ea6\u622a\u65ad":76,"\u548c\u6a21\u578b\u8def\u5f84":80,"\u548c\u771f\u5b9e":40,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":49,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u548c\u7b2c6\u884c\u7684":81,"\u548c\u90e8\u5206layer":51,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":81,"\u548cargument":79,"\u548cpool":48,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":74,"\u54c1\u8d28":49,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u54ea\u4e9b\u4e0d\u662f":49,"\u5546\u52a1":49,"\u554a":49,"\u559c\u5267\u7247":77,"\u5668":76,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,44],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":40,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":55,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":79,"\u56e0\u4e3a\u53c2\u6570":65,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":52,"\u56e0\u4e3a\u5b83\u6bd4":52,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":68,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":66,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":53,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":53,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":73,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":42,"\u56e0\u4e3apaddlepaddle\u7684v2":58,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":39,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":32,"\u56e0\u6b64":[1,2,49,51,55,56],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":49,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":72,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":77,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":57,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":57,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":73,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":49,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":55,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":62,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":74,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":39,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56e2\u8d2d\u7f51\u7ad9":80,"\u56fe":[74,80],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":80,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":80,"\u56fe\u50cf\u5206\u7c7b":[36,75],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":74,"\u56fe\u50cf\u63cf\u8ff0":81,"\u56fe\u7247\u5206\u4e3a10\u7c7b":73,"\u56fe\u7684\u5e95\u90e8\u662fword":80,"\u56fe\u8868":[42,80],"\u5728":[2,33,36,48,49,52,53,54,56,61,74,76,77,79],"\u57280":42,"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":67,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":55,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":79,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":63,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":49,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":56,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":67,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":76,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":73,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":66,"\u5728\u4e4b\u540e\u7684":39,"\u5728\u4efb\u610f\u957f\u5ea6\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u90fd\u53ef\u4ee5\u89c2\u5bdf\u5230\u5176\u6548\u679c\u7684\u63d0\u5347":81,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":80,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":44,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":36,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":55,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":57,"\u5728\u51c6\u5907\u53d1\u8d77":54,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u51fd\u6570":68,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":63,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":63,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":49,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":63,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":63,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":49,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":39,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":49,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":66,"\u5728\u542f\u52a8job\u4e4b\u524d":68,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":54,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":63,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":44,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":44,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":33,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":68,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":68,"\u5728\u5c42\u4e2d\u6307\u5b9a":65,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":51,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[20,73],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":33,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":55,"\u5728\u5f97\u5230":68,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":52,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":80,"\u5728\u6267\u884c\u65f6":57,"\u5728\u63d0\u4ea4":54,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":44,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":76,"\u5728\u6587\u4ef6":78,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":80,"\u5728\u672c\u4f8b\u4e2d":[49,54,65],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":[52,73],"\u5728\u672c\u6587\u4e2d":61,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":61,"\u5728\u672c\u6587\u6863\u4e2d":27,"\u5728\u672c\u6f14\u793a\u4e2d":80,"\u5728\u672c\u793a\u4f8b\u4e2d":[49,80],"\u5728\u672c\u8282\u4e2d":52,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":63,"\u5728\u6837\u4f8b\u4e2d":33,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":61,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":76,"\u5728\u6b64":[62,65],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":76,"\u5728\u6b64\u611f\u8c22":72,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":52,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":49,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":52,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":68,"\u5728\u6bcf\u8bad\u7ec3":78,"\u5728\u6d4b\u8bd5\u9636\u6bb5":63,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":74,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":54,"\u5728\u6f14\u793a\u4e2d":79,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":66,"\u5728\u751f\u6210\u65f6":52,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":81,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":81,"\u5728\u7528\u6237\u4f7f\u7528c":33,"\u5728\u7528\u6237\u6587\u4ef6user":78,"\u5728\u7528\u6237\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0":46,"\u5728\u7535\u5f71\u6587\u4ef6movi":78,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":81,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":81,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":81,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":81,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7b2c\u4e00\u884c\u4e2d\u6211\u4eec\u8f7d\u5165\u7528\u4e8e\u5b9a\u4e49\u7f51\u7edc\u7684\u51fd\u6570":73,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u7ec4\u5408\u65f6":44,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":58,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[46,47],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":55,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":81,"\u5728\u811a\u672c":78,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":48,"\u5728\u8bad\u7ec3\u4e2d":52,"\u5728\u8bad\u7ec3\u4e4b\u524d":68,"\u5728\u8bad\u7ec3\u4e86":78,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":78,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":73,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":72,"\u5728\u8bad\u7ec3\u65f6":67,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[68,81],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":63,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[46,47],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":36,"\u5728\u8be5\u914d\u7f6e\u76847":49,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":81,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":76,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":60,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":51,"\u5728\u8fd0\u884c":80,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":57,"\u5728\u8fd9\u4e2a":36,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":81,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[40,80],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[55,67],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":49,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":60,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":52,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":79,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":36,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":33,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":33,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":78,"\u5728\u8fd9\u4e9blayer\u4e2d":49,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":57,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":80,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":57,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[52,55],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":51,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":67,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":68,"\u5728\u8fd9\u91cc":51,"\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u4f5c\u4e3a\u4f8b\u5b50\u6765\u5c55\u793a\u5b9e\u73b0\u65b0\u7f51\u7edc\u5c42\u6240\u9700\u8981\u7684\u56db\u4e2a\u6b65\u9aa4":55,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":57,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":57,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":44,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":74,"\u5728\u91c7\u7528sgd":39,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":65,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":80,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":80,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":46,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":46,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":66,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":39,"\u5728c":32,"\u5728c\u7684\u5934\u6587\u4ef6":32,"\u5728cub":73,"\u5728eigen\u4e2d":57,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":66,"\u5728linux\u4e0b":81,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":78,"\u5728movielen":78,"\u5728paddl":68,"\u5728paddle\u4e2d":65,"\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":20,"\u5728paddlepaddle\u4e2d":[44,51],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":49,"\u5728paddlepaddle\u91cc":40,"\u5728paramet":19,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":56,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":51,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":51,"\u5728trainer":65,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":49,"\u5730\u7406\u4f4d\u7f6e":49,"\u5730\u94c1\u7ad9":49,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":33,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":74,"\u5747\u5300\u5206\u5e03":39,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":63,"\u5747\u662f\u5728":33,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":49,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":49,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":51,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":78,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":27,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,76],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":45,"\u57fa\u672c\u76f8\u540c":72,"\u57fa\u7c7b":56,"\u586b\u5199":54,"\u589e\u52a0":56,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":67,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":56,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":65,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":55,"\u58f0\u660epython\u6570\u636e\u6e90":78,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":60,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":76,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":51,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":78,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":73,"\u5907\u6ce8":60,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":60,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":49,"\u5916\u5c42outer_step\u4e2d":49,"\u591a\u4e2a\u503c":20,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":76,"\u591a\u4e2aparamet":19,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":51,"\u591a\u673a\u8bad\u7ec3":39,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":51,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":80,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":55,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":55,"\u5927\u591a\u6570\u6210\u529f\u7684srl\u7cfb\u7edf\u662f\u5efa\u7acb\u5728\u67d0\u79cd\u5f62\u5f0f\u7684\u53e5\u6cd5\u5206\u6790\u7ed3\u679c\u4e4b\u4e0a\u7684":79,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":55,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":32,"\u5927\u5b66\u751f":77,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":53,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":42,"\u5927\u5c0f":61,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":53,"\u5929":49,"\u5929\u4e00\u5e7f\u573a":49,"\u5929\u4e00\u9601":49,"\u5929\u732b":80,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":55,"\u5934\u6587\u4ef6\u5982\u4e0b":55,"\u5947\u5e7b\u7247":77,"\u597d":49,"\u597d\u5403":49,"\u597d\u8bc4":76,"\u5982":[2,52,54,56,61,65],"\u59822":61,"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":57,"\u5982\u4e0b":[2,78,80],"\u5982\u4e0b\u56fe\u6240\u793a":[49,60,73],"\u5982\u4e0b\u6240\u793a":[65,74,78],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":76,"\u5982\u4f55":78,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":59,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":59,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":76,"\u5982\u4fe1\u606f\u63d0\u53d6":79,"\u5982\u56fe2\u6240\u793a":80,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":80,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":81,"\u5982\u6709":56,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":55,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":74,"\u5982\u679c\u4e0d\u4e3a0":63,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u5207\u8bcd":76,"\u5982\u679c\u4e0d\u6536\u655b":39,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":78,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":63,"\u5982\u679c\u4e3afals":63,"\u5982\u679c\u4e3atrue":[2,63],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":41,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":54,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":63,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":80,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":52,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":80,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":65,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":63,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":81,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":80,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[46,47],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":52,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":73,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":55,"\u5982\u679c\u4f7f\u7528":[61,72],"\u5982\u679c\u4f7f\u7528nvidia":42,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":66,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":32,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":39,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":39,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":72,"\u5982\u679c\u53ea\u5b9e\u73b0\u4e86cpu\u7248\u672c":56,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":63,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":63,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":63,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":39,"\u5982\u679c\u5931\u8d25":36,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":79,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":39,"\u5982\u679c\u5df2\u5b89\u88c5":79,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":68,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":41,"\u5982\u679c\u60a8\u5728\u56fd\u5185":42,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":42,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":78,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":53,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":60,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":60,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":60,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":57,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":49,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":60,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":53,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":60,"\u5982\u679c\u6267\u884c\u5931\u8d25":66,"\u5982\u679c\u6267\u884c\u6210\u529f":74,"\u5982\u679c\u63d0\u793a\u6b63\u786e":58,"\u5982\u679c\u63d0\u793a\u9519\u8bef":58,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":80,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":66,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u662f\u5e8f\u5217":78,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":51,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":51,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":54,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":36,"\u5982\u679c\u672a\u8bbe\u7f6e":63,"\u5982\u679c\u672a\u8bbe\u7f6egpu":65,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":33,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":60,"\u5982\u679c\u68c0\u67e5\u5230\u5206\u914d\u5728\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u53c2\u6570\u7684\u5206\u5e03\u4e0d\u5747\u5300\u6b21\u6570\u5927\u4e8echeck":63,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":51,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":81,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":54,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":63,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":53,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":72,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":39,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":32,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":53,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":60,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":61,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":39,"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":53,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":55,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":52,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":36,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":80,"\u5982\u679c\u8981\u4f7f\u7528gpu":42,"\u5982\u679c\u8981\u542f\u7528gpu":61,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":54,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":54,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":39,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":78,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":39,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":63,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":54,"\u5982\u679c\u8bf4\u4e00\u4e2adocker\u955c\u50cf\u5c31\u662f\u4e00\u4e2a\u7a0b\u5e8f":42,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":32,"\u5982\u679c\u8f93\u51fa\u662fno":42,"\u5982\u679c\u8fd0\u884c":39,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[74,80],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":61,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":42,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":55,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":55,"\u5982\u679cgpu":56,"\u5982\u679clearning_rate\u592a\u5927":39,"\u5982\u679clearning_rate\u592a\u5c0f":39,"\u5982\u679cop\u4e0d\u5e26kernel":56,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":56,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":39,"\u5982\u679cparamet":19,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":54,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":39,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":54,"\u5982\u9ad8\u4eae\u90e8\u5206":60,"\u5b50":49,"\u5b50\u53e5":51,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":51,"\u5b50\u76ee\u5f55":53,"\u5b57\u5178":81,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":81,"\u5b57\u5178\u5171\u5305\u542b":72,"\u5b57\u5178\u6587\u4ef6":[79,80],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":72,"\u5b57\u5178imdb":80,"\u5b57\u6bb5\u4e2d":68,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":68,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":68,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b58\u50a8\u5377":66,"\u5b58\u50a8\u5728\u8bb0\u5fc6\u5355\u5143\u533a\u5757\u7684\u5386\u53f2\u4fe1\u606f\u88ab\u66f4\u65b0\u7528\u6765\u8fed\u4ee3\u7684\u5b66\u4e60\u5355\u8bcd\u4ee5\u5408\u7406\u7684\u5e8f\u5217\u7a0b\u73b0":80,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":81,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":78,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":80,"\u5b66\u4e60":53,"\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u5b66\u4e60\u7b97\u6cd5":40,"\u5b66\u672f":77,"\u5b81\u6ce2":49,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":80,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":40,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":61,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":74,"\u5b83\u5305\u542b\u4e86\u8fd9\u4e2a\u8f6f\u4ef6\u672c\u8eab\u548c\u5b83\u6240\u4f9d\u8d56\u7684\u8fd0\u884c\u73af\u5883":42,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":55,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":55,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u5305\u62ec\u4e86\u4e00\u4e2a\u53cc\u5411\u7684gru\u4f5c\u4e3a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668":81,"\u5b83\u53eb\u505a":52,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":80,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":61,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":54,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":60,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":81,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":55,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":81,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b58\u50a8\u5f53\u524d\u8282\u70b9\u6240\u6709\u8bad\u7ec3":61,"\u5b83\u5b9a\u4e49\u4e86":52,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":40,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":52,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":61,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":81,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":74,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":81,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":55,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":49,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":49,"\u5b83\u6709\u52a9\u4e8e\u5e2e\u52a9\u9891\u7e41\u4fee\u6539\u548c\u8bbf\u95ee\u5de5\u4f5c\u533a\u6587\u4ef6\u7684\u7528\u6237\u51cf\u5c11\u8d1f\u62c5":61,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":81,"\u5b83\u7684":52,"\u5b83\u7684\u529f\u80fd\u662f":56,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":80,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":48,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":80,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":55,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":80,"\u5b83\u80fd\u591f\u4ece\u8bcd\u7ea7\u5230\u5177\u6709\u53ef\u53d8\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u7ea7\u522b\u6765\u603b\u7ed3\u8868\u793a":80,"\u5b83\u8868\u793a":53,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":40,"\u5b83\u8fd4\u56degen":81,"\u5b83\u8fd4\u56detrain":81,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":80,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":55,"\u5b89\u6392":49,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":45,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":33,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":58,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":53,"\u5b89\u88c5\u6587\u6863":44,"\u5b89\u88c5\u6d41\u7a0b":76,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":76,"\u5b89\u88c5pillow":73,"\u5b89\u9759":49,"\u5b8c\u6210":54,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":27,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":51,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":68,"\u5b8c\u6210\u5f00\u53d1":42,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":48,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":44,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":39,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":55,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":52,"\u5b98\u65b9\u6587\u6863":41,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":51,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":51,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":79,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":73,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":40,"\u5b9a\u4e49\u4f4d\u7f6e":56,"\u5b9a\u4e49\u4fdd\u6301\u4e00\u81f4":56,"\u5b9a\u4e49\u5728\u5916\u5c42":51,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":63,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":40,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":52,"\u5b9a\u4e49\u7c7b\u578b":56,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":52,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":80,"\u5b9a\u4e49\u8f93\u5165":56,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":40,"\u5b9a\u4e49\u8f93\u51fa":56,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":52,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":52,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":44,"\u5b9e\u4f8b\u5982\u4e0b":79,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":49,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":55,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":52,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":55,"\u5b9e\u73b0\u5728":56,"\u5b9e\u73b0\u5bf9":57,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":56,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":55,"\u5b9e\u73b0\u7b80\u5355":32,"\u5b9e\u73b0\u7ec6\u8282":55,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":55,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":55,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":51,"\u5b9e\u73b0\u8be5\u5c42\u7684c":55,"\u5b9e\u9645\u4e0a":42,"\u5b9e\u9645\u4e0a\u53ea\u6709":74,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":77,"\u5ba2\u6237":49,"\u5ba2\u6237\u670d\u52a1":77,"\u5bb6":49,"\u5bb9\u5668":[42,66],"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":66,"\u5bb9\u5668\u4f7f\u7528":42,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":68,"\u5bbf\u4e3b\u673a\u662flinux":47,"\u5bbf\u4e3b\u673a\u7684c":[46,47],"\u5bbf\u4e3b\u673a\u76ee\u5f55":66,"\u5bc4\u5b58\u5668\u4f7f\u7528\u60c5\u51b5\u548c\u5171\u4eab\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u80fd\u8ba9\u6211\u4eec\u5bf9gpu\u7684\u6574\u4f53\u4f7f\u7528\u6709\u66f4\u597d\u7684\u7406\u89e3":60,"\u5bf9":49,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,44],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,44],"\u5bf9\u4e8e":52,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":32,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":49,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":53,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":49,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":49,"\u5bf9\u4e8e\u53cc\u5c42rnn":49,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":32,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":49,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":32,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":32,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":55,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":81,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":49,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":49,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":78,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":33,"\u5bf9\u4e8e\u6bcf\u79cdc":33,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":76,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":52,"\u5bf9\u4e8eamazon":76,"\u5bf9\u4e8erasspberri":47,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":60,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":55,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":73,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":54,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":51,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":51,"\u5bf9\u5e94\u4e8e\u5b57\u5178":72,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":56,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":81,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":76,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":80,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":81,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":55,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":55,"\u5bf9\u6bd4":32,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":56,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":55,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":54,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":54,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":76,"\u5bf9\u8c61":39,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":78,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":33,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":51,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":36,"\u5bf9\u9762":49,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,44],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":33,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":39,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":39,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":39,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":39,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":39,"\u5c01\u88c5\u4e86":60,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":55,"\u5c06":[2,36,39,60,76],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":52,"\u5c06\u4e3b\u673a\u4e0a\u7684\u6587\u4ef6\u6216\u76ee\u5f55\u6302\u8f7d\u5230":42,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":78,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":46,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":63,"\u5c06\u5176\u8bbe\u7f6e\u6210":39,"\u5c06\u5355\u5143\u6d4b\u8bd5\u52a0\u5165\u5de5\u7a0b":56,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":49,"\u5c06\u542b\u6709\u5b50\u53e5":51,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":73,"\u5c06\u5728":73,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":61,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":66,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":49,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":63,"\u5c06\u5927\u91cf\u7684":32,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":39,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":52,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":72,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":73,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":36,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":55,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":78,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":54,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":68,"\u5c06\u6bcf\u4e2a\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6\u5408\u5e76\u4e3a\u4e00\u4e2a\u6587\u4ef6":81,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":68,"\u5c06\u7528\u4e8epython":56,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":68,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":72,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":68,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":76,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":61,"\u5c06\u8fd9\u79cd\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u8fde\u63a5\u7528\u4e00\u4e2a\u7279\u6b8a\u7684\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5b9e\u73b0":49,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":54,"\u5c06\u900f\u660e":61,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":68,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":36,"\u5c11\u4e8e5":61,"\u5c1a\u53ef":49,"\u5c31":49,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":42,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":66,"\u5c31\u53ef\u4ee5\u6309":53,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":39,"\u5c31\u662f":49,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":40,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":60,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":76,"\u5c31\u8fd9\u4e48\u7b80\u5355":42,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":60,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":32,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":42,"\u5c3a\u5bf8":74,"\u5c3d\u65e9\u62a5\u9519":56,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":73,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":79,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":55,"\u5c42\u6743\u91cd":74,"\u5c42\u6b21\u5316\u7684rnn":51,"\u5c42\u7279\u5f81":74,"\u5c42\u7684\u540d\u79f0\u4e0e":52,"\u5c42\u7684\u5927\u5c0f":55,"\u5c42\u7684\u7279\u5f81":74,"\u5c42\u7684\u7c7b\u578b":55,"\u5c42\u7684\u8f93\u5165":79,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":79,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":52,"\u5c42\u7ec4\u6210\u4e00\u5bf9":79,"\u5c45\u7136":49,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":81,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":76,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":78,"\u5c5e\u6027":[56,79],"\u5d4c\u5165\u5c42":78,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":78,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":78,"\u5de5\u4f5c\u6a21\u5f0f":63,"\u5de5\u4f5c\u7a7a\u95f4":61,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":61,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":61,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":61,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":61,"\u5de5\u5177":80,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":80,"\u5de5\u5177\u6765\u7ba1\u7406":54,"\u5de5\u5177\u94fe\u7684android":46,"\u5de5\u7a0b\u5e08":77,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":74,"\u5de6\u8fb9\u662f":74,"\u5dee\u8bc4":76,"\u5df2\u6253\u5f00":54,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":63,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":61,"\u5e02\u573a":77,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":60,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":78,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":56,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":51,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":51,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":48,"\u5e38\u5e38\u51fa\u73b0":39,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":76,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":66,"\u5e72\u51c0":49,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":72,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":73,"\u5e74\u9f84":77,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":77,"\u5e74\u9f84\u548c\u804c\u4e1a":78,"\u5e76\u4e0d\u4fdd\u8bc1":55,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":49,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":68,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":49,"\u5e76\u4e0d\u96be":53,"\u5e76\u4e14":[2,52],"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":57,"\u5e76\u4e14\u4f7f\u7528":33,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":49,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":81,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":65,"\u5e76\u4e14\u5305\u62ecunit":54,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":74,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":39,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":40,"\u5e76\u4e14\u542f\u52a8\u540e\u6267\u884c":42,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":68,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":32,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":76,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":74,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":78,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":81,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":44,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":53,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":27,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":27,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":39,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":80,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":56,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":54,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":32,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":56,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":54,"\u5e76\u4e14\u8fd0\u884c":53,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":81,"\u5e76\u4e14\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u7684\u6240\u6709\u8282\u70b9\u5c06\u5728\u6b63\u5e38\u60c5\u51b5\u4e0b\u5904\u7406\u5177\u6709\u76f8\u540c\u903b\u8f91\u4ee3\u7801\u7684\u6587\u4ef6":61,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":55,"\u5e76\u4e14cpu":56,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":39,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":79,"\u5e76\u4f7f\u7528\u4e86dropout":76,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":73,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":54,"\u5e76\u521b\u5efaoptim":44,"\u5e76\u521d\u59cb\u5316":56,"\u5e76\u5220\u9664":36,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u53d1\u5e03\u5230pypi":36,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":55,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":52,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":42,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":55,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":56,"\u5e76\u5b9a\u4e49\u5143\u7c7b":56,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":55,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":52,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":81,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":81,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":40,"\u5e76\u5c06c":33,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":81,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":80,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6307\u5b9abatch":81,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":80,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":32,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":56,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":56,"\u5e76\u7531":79,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":73,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":72,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[46,47],"\u5e76\u88ab\u53cd\u5411\u5904\u7406":79,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u89c2\u5bdf\u7ed3\u679c":60,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":56,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":54,"\u5e76\u8bbe\u7f6e":61,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":44,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":36,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":76,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":36,"\u5e8a\u4e0a\u7528\u54c1":49,"\u5e8a\u57ab":49,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":48,"\u5e8f\u5217\u5230\u5e8f\u5217":81,"\u5e8f\u5217\u6570\u636e\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u9762\u5bf9\u7684\u4e00\u79cd\u4e3b\u8981\u8f93\u5165\u6570\u636e\u7c7b\u578b":51,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":48,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":51,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":51,"\u5e8f\u5217\u7684\u5f00\u59cb":81,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":48,"\u5e8f\u5217\u7684\u7ed3\u5c3e":81,"\u5e8f\u5217\u7684\u7ed3\u675f":81,"\u5e93":61,"\u5e93\u7684\u8def\u5f84":61,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":52,"\u5e94\u7528\u6a21\u578b":76,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":54,"\u5e94\u8be5":49,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":52,"\u5e94\u8be5\u8bf4\u8c22\u8c22":54,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":53,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":39,"\u5e95\u5c42\u8fdb\u7a0b":61,"\u5efa\u7acb\u4e00\u4e2a":54,"\u5efa\u8bae":[36,54],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":61,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":63,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":33,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":54,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":42,"\u5f00\u53d1\u8005\u4f7f\u7528":53,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":36,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":58,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":36,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":36,"\u5f00\u53d1\u955c\u50cf":[42,54],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":42,"\u5f00\u5934":56,"\u5f00\u59cb":40,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f00\u59cb\u6807\u8bb0":52,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":76,"\u5f00\u59cb\u9636\u6bb5":60,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":62,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":80,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":12,"\u5f15\u5bfc\u5c42":52,"\u5f15\u7528":61,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":51,"\u5f3a\u70c8\u63a8\u8350":49,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":78,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":52,"\u5f53":65,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":80,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":55,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u5355\u8bcd\u5728\u76f8\u6bd4\u4e4b\u4e0b\u603b\u662f\u88ab\u5f53\u4f5c\u771f\u503c":81,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":81,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":52,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":55,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":49,"\u5f53\u524d\u8bc4\u4f30\u4e2d":81,"\u5f53\u524dbatch\u7684cost":81,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":76,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":76,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":36,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":63,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":63,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":66,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":68,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":63,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":76,"\u5f53\u6a21\u5f0f\u4e3a":63,"\u5f53\u7136":60,"\u5f53\u7136\u53ef\u4ee5":53,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":33,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":55,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":52,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":63,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":65,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":57,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":81,"\u5f53classif":81,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":27,"\u5f62\u6210recurr":51,"\u5f62\u6210recurrent\u8fde\u63a5":51,"\u5f62\u72b6":74,"\u5f88":[49,76],"\u5f88\u591a":[49,53],"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":42,"\u5f88\u5b89\u9759":49,"\u5f88\u5e72\u51c0":49,"\u5f88\u65b9\u4fbf":49,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":60,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":73,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f8b\u5e08":77,"\u5f97":49,"\u5f97\u4f7f\u7528":32,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":76,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":78,"\u5f97\u5230\u8f93\u51fa\u503c":56,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":51,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":52,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":52,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":52,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":52,"\u5faa\u73af\u7f51\u7edc\u4ece":52,"\u5fc5\u8981":33,"\u5fc5\u987b":55,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":49,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":51,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":52,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":46,"\u5fc5\u987b\u914d\u7f6e\u4e3a":47,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":80,"\u5feb":[49,80],"\u5feb\u901f\u5165\u95e8":75,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":66,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":66,"\u6027\u4ef7\u6bd4":49,"\u6027\u522b":[77,78],"\u6027\u80fd\u5206\u6790":60,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":60,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":60,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":53,"\u6027\u80fd\u8c03\u4f18":62,"\u603b\u4f53\u6765\u8bf4":49,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":72,"\u603b\u8bc4\u520610\u5206":80,"\u6050\u6016\u7247":77,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":60,"\u60a8\u53ef\u4ee5\u4efb\u610f\u4f7f\u7528\u4e00\u4e2a\u6216\u4e24\u4e2a\u6765\u5bf9\u611f\u5174\u8da3\u7684\u4ee3\u7801\u6bb5\u505a\u6027\u80fd\u5206\u6790":60,"\u60a8\u53ef\u4ee5\u5bfc\u5165":60,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":60,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":52,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":60,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":60,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":60,"\u60a8\u9700\u8981\u66f4\u6539":42,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":60,"\u60ac\u7591\u7247":77,"\u60c5\u6001\u52a8\u8bcd":79,"\u60c5\u611f\u5206\u6790":[36,75],"\u60c5\u611f\u5206\u6790\u4e5f\u5e38\u7528\u4e8e\u57fa\u4e8e\u5927\u91cf\u8bc4\u8bba\u548c\u4e2a\u4eba\u535a\u5ba2\u6765\u76d1\u63a7\u793e\u4f1a\u5a92\u4f53":80,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":80,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":80,"\u60ca\u9669\u7535\u5f71":77,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":80,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":52,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":63,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":63,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":63,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":63,"\u611f\u89c9":49,"\u620f\u5267":77,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":68,"\u6210\u5458":56,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":55,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":60,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":33,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":44,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":78,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":55,"\u6211\u4eec\u4ec5\u7528":78,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":67,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":68,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":76,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":81,"\u6211\u4eec\u4f1a\u5728":42,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":55,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":55,"\u6211\u4eec\u4f7f\u7528":[55,61,80],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":44,"\u6211\u4eec\u4f7f\u7528\u4e86":49,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":81,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":80,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":81,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":79,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":81,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":74,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":65,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":40,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":40,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":57,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":73,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":44,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":80,"\u6211\u4eec\u53ea\u6240\u4ee5\u4f7f\u7528lstm\u6765\u6267\u884c\u8fd9\u4e2a\u4efb\u52a1\u662f\u56e0\u4e3a\u5176\u6539\u8fdb\u7684\u8bbe\u8ba1\u5e76\u4e14\u5177\u6709\u95e8\u673a\u5236":80,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":67,"\u6211\u4eec\u53ea\u9700\u8981":53,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":49,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":76,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":54,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":53,"\u6211\u4eec\u53ef\u4ee5":53,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":73,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":44,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":52,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":44,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":57,"\u6211\u4eec\u53ef\u4ee5\u5728":54,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":44,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":44,"\u6211\u4eec\u53ef\u4ee5\u5c06":61,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":48,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":78,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":40,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":80,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":51,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":81,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":81,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":81,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":73,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":68,"\u6211\u4eec\u5728":57,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":81,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":52,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":81,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":81,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":76,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":52,"\u6211\u4eec\u5c06":[68,78],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":49,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":67,"\u6211\u4eec\u5c06\u4ee5":[61,76],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":76,"\u6211\u4eec\u5c06\u4f7f\u7528":52,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":52,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":73,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":49,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":76,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":62,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":76,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":61,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":78,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":61,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":73,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":76,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":76,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":54,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":40,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":52,"\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u68c0\u9a8c\u6a21\u578b\u7684\u597d\u574f":40,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":73,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":55,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":55,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":76,"\u6211\u4eec\u611f\u8c22":81,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":42,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":42,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":41,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":80,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":80,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":58,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":74,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":42,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":80,"\u6211\u4eec\u63d0\u4f9b\u4e86c":74,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":42,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":27,"\u6211\u4eec\u65e0\u6cd5\u5728docker\u5bb9\u5668\u4e2d":42,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":49,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":52,"\u6211\u4eec\u7528":77,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":78,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":78,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":40,"\u6211\u4eec\u7684":53,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":72,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":54,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":79,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":49,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":49,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":80,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":54,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":48,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":27,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":57,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":67,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":52,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":49,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":56,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":61,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":49,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":68,"\u6211\u4eec\u9075\u5faa":81,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":79,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":76,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":42,"\u6211\u4eec\u9700\u8981":53,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":73,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":57,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":81,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":67,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":61,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":57,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":55,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":78,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":80,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":78,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":72,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":78,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":44,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":80,"\u6211\u5220\u9664\u4e86":54,"\u6211\u53ef\u4ee5\u7528":53,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":53,"\u6216":[2,60,73,79],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u6216\u4e00\u4e2a\u5411\u91cf":51,"\u6216\u4e0d\u786e\u5b9a":77,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":78,"\u6216\u6700\u5927\u503c":48,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":48,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":48,"\u6216\u8005":[32,33,39,42,48,49,53,56,60],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[48,51],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":60,"\u6216\u8005\u53cd\u5411\u5730\u4ece":52,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":63,"\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":19,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":62,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":49,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":80,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":60,"\u6216\u8005\u66f4\u65e9":39,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":49,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":74,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":39,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[46,47],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":39,"\u6216\u8005\u8fd0\u884c":39,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":65,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":42,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216gpu":63,"\u6216gpu\u4e2a\u6570":80,"\u6218\u4e89\u7247":77,"\u623f":49,"\u623f\u95f4":49,"\u6240\u4ee5":[2,39],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4f60\u53ea\u7528\u6309\u4e0b\u9762\u7684\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u6910\u5c31\u884c\u4e86":80,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":39,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":40,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":67,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":49,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":42,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":66,"\u6240\u4ee5\u5bf9":49,"\u6240\u4ee5\u5f88\u591a\u65f6\u5019\u4f60\u9700\u8981\u505a\u7684\u53ea\u662f\u5b9a\u4e49\u6b63\u786e\u7684\u7f51\u7edc\u5c42\u5e76\u628a\u5b83\u4eec\u8fde\u63a5\u8d77\u6765":40,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":60,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":67,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":68,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":58,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":49,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u653e\u4e00\u4e2a\u7a7a\u5217\u8868":40,"\u6240\u4ee5\u65e0\u9700\u5224\u65adavx\u5373\u53ef\u4f7f\u7528":42,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":27,"\u6240\u4ee5\u8bad\u7ec3":61,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":55,"\u6240\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":47,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":49,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":33,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":54,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":63,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":80,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":61,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":61,"\u6240\u6709\u67b6\u6784":46,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":80,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":42,"\u6240\u6709\u7684":[54,55],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":77,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":55,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":33,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":49,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":77,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":77,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":77,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":55,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":33,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":55,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":61,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":52,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":76,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":74,"\u6240\u793a":79,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":46,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u624b\u5de5\u827a\u8005":77,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":49,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":42,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":60,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":78,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":41,"\u6253\u5f00":60,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":58,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":33,"\u6267\u884c":[79,80],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":80,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":56,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[46,47],"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":52,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[46,47],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":60,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":74,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":66,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":78,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":79,"\u6279\u6b21\u7684\u6570\u636e":78,"\u627e\u5230":52,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":60,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":60,"\u6280\u672f\u5458":77,"\u628a":[20,55],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":57,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":53,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":80,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":42,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":67,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":53,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":80,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":52,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":52,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":72,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":72,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":81,"\u62c6\u89e3":51,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":49,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":68,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":76,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":42,"\u6302\u8f7dvolum":42,"\u6307\u5411\u4e00\u4e2alayer":51,"\u6307\u5b9a":[39,51,52],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":63,"\u6307\u5b9a\u4f7f\u75282":39,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":76,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":56,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":63,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":56,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":74,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":74,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":74,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":74,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":76,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":81,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":76,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":51,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":76,"\u6307\u5b9abatch":81,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":63,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":49,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":63,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":63,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":63,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":63,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":63,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":63,"\u6307\u793a\u662f\u5426\u68c0\u67e5\u6240\u6709\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u7684\u5206\u5e03\u662f\u5747\u5300\u7684":63,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":79,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":79,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":63,"\u6309\u7167":47,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":68,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":53,"\u6309\u94ae":54,"\u633a":49,"\u633a\u597d":49,"\u6355\u83b7":76,"\u6362":49,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":48,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":44,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":44,"\u63a5\u4e0b\u6765":[56,76,80],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":60,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":60,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":54,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":54,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":76,"\u63a5\u4e0b\u6765\u7b49\u5f85":54,"\u63a5\u53d7":79,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":56,"\u63a5\u53d7\u7684\u4e1c\u897f":79,"\u63a5\u53d7\u8005":79,"\u63a5\u53e3":[32,33,56,57],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":57,"\u63a5\u53e3\u540d\u79f0":61,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":33,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":74,"\u63a5\u53e3\u662f":20,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":57,"\u63a5\u53e3\u6709\u4e00\u4e2a":39,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":76,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":74,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":74,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":27,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":42,"\u63a7\u5236":63,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":40,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":42,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":42,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":42,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":55,"\u63a8\u8350":49,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u56fd\u5185\u7528\u6237\u4f7f\u7528ocker":42,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":41,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u8350\u7cfb\u7edf":61,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":54,"\u63a8\u9500\u5458":77,"\u63cf\u8ff0":41,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":53,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":76,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":56,"\u63cf\u8ff0\u95ee\u9898":54,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":66,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":58,"\u63d0\u4ea4pull":54,"\u63d0\u4f9b":61,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":27,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":68,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":61,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":61,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":61,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":27,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":48,"\u63d0\u4f9b\u6700\u65b0":42,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":27,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":61,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":72,"\u63d0\u793a":39,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":44,"\u64cd\u4f5c":49,"\u64cd\u4f5c\u7cfb\u7edf":53,"\u64cd\u6301\u5bb6\u52a1\u8005":77,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[50,51],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":27,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":46,"\u652f\u6301rbd":66,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":68,"\u653e\u5fc3":49,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u6548\u679c\u603b\u7ed3":76,"\u6559\u7a0b\u6587\u6863\u5230":61,"\u6559\u80b2\u5de5\u4f5c\u8005":77,"\u6570":[51,79],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":51,"\u6570\u636e":[27,81],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":73,"\u6570\u636e\u4e2d0":39,"\u6570\u636e\u5217\u8868":74,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":72,"\u6570\u636e\u5c42":[40,78],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":61,"\u6570\u636e\u63d0\u4f9b\u5668":62,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":78,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":78,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":61,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":32,"\u6570\u636e\u8f93\u5165":51,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":27,"\u6570\u636e\u96c6":77,"\u6570\u636e\u96c6\u63cf\u8ff0":78,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":81,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":76,"\u6570\u636e\u9884\u6d4b":79,"\u6570\u6910\u5b9a\u4e49":80,"\u6570\u6910\u8bf4\u660e\u6587\u6863":80,"\u6570\u6910\u96c6\u548c":80,"\u6570\u76ee":65,"\u6574\u4f53":49,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":49,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":68,"\u6574\u6570":55,"\u6574\u6570\u6807\u7b7e":[2,44],"\u6574\u6d01":49,"\u6587\u4e66\u5de5\u4f5c":77,"\u6587\u4ef6":[32,53,54,56,67,79],"\u6587\u4ef6\u4e2d":[56,68,74,77,79],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":74,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":74,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":56,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":56,"\u6587\u4ef6\u4e2d\u6ce8\u518cgpu":56,"\u6587\u4ef6\u4e2d\u7684":74,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":81,"\u6587\u4ef6\u4e3a":[39,81],"\u6587\u4ef6\u4e4b\u5916":54,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":74,"\u6587\u4ef6\u4f1a\u88ab\u81ea\u52a8\u6dfb\u52a0\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":56,"\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":27,"\u6587\u4ef6\u5185\u5bb9\u4e3a":32,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":78,"\u6587\u4ef6\u52a0\u5165\u7f16\u8bd1":56,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u540d\u79f0\u4e3a":78,"\u6587\u4ef6\u547d\u540d\u4ee5":56,"\u6587\u4ef6\u59390":68,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":81,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":27,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":78,"\u6587\u4ef6\u7684\u6539\u53d8":54,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":78,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":73,"\u6587\u4ef6\u7cfb\u7edf\u4ee5\u53ca\u7f51\u7edc\u4e4b\u4e0a":42,"\u6587\u4ef6\u7d22\u5f15":61,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":76,"\u6587\u4ef6model":65,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":42,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":76,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":76,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":76,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":78,"\u6587\u672c\u6295\u5f71\u5c42":78,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":80,"\u6587\u6863":39,"\u6587\u68631":57,"\u6587\u68632":57,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":42,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":79,"\u6587\u6863\u8f83\u5c11":57,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":58,"\u6587\u7ae0":68,"\u65b0":49,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":55,"\u65b0\u624b\u5165\u95e8":71,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":36,"\u65b9\u4fbf":49,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":41,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":42,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":36,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":27,"\u65b9\u5f0f1":39,"\u65b9\u5f0f2":39,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":79,"\u65b9\u6cd5\u4e00":65,"\u65b9\u6cd5\u4e09":65,"\u65b9\u6cd5\u4e8c":65,"\u65c1\u8fb9":49,"\u65c5\u6e38\u7f51\u7ad9":80,"\u65e0":49,"\u65e0\u4e1a\u4eba\u58eb":77,"\u65e0\u5ef6\u8fdf":63,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":32,"\u65e0\u7279\u6b8a\u4f9d\u8d56":56,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65e0\u9700\u4fee\u6539":56,"\u65e0\u9ed8\u8ba4\u503c":[46,47],"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":80,"\u65e8\u5728\u5efa\u7acb\u4e00\u4e2a\u53ef\u4ee5\u88ab\u534f\u540c\u8c03\u81f3\u6700\u4f18\u7ffb\u8bd1\u6548\u679c\u7684\u5355\u795e\u7ecf\u5143\u7f51\u7edc":81,"\u65e9\u9910":49,"\u65f6":[19,39,48,52,55,63,68],"\u65f6\u5019":49,"\u65f6\u52a0\u4e0a":80,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":76,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u76ee\u6807\u8bed\u8a00\u7684\u6587\u4ef6":81,"\u65f6\u88ab\u8bad\u7ec3\u7684":55,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":65,"\u65f6\u95f4":49,"\u65f6\u95f4\u6233":77,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":77,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":49,"\u6620\u5c04\u4e3a":53,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":55,"\u662f":[27,41,49],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":55,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":60,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":60,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":79,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":48,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":32,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":60,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":65,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":40,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":33,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":81,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":80,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":55,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2aunbound":51,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,44],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":51,"\u662f\u4e00\u7ec4":66,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":67,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":32,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":79,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":40,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":39,"\u662f\u504f\u5dee":52,"\u662f\u5176\u5927\u5c0f":40,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":81,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":33,"\u662f\u5411\u91cf":55,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":51,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":41,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":63,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":55,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":46,"\u662f\u5426\u4f7f\u7528gpu":78,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":81,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[46,47],"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":41,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":56,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":63,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":41,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":41,"\u662f\u5426\u5f00\u542frdma":41,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":63,"\u662f\u5426\u652f\u6301gpu":41,"\u662f\u5426\u663e\u793a":63,"\u662f\u5426\u7a00\u758f":55,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":41,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":41,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":41,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":41,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":41,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":63,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":53,"\u662f\u56e0\u4e3ac99\u652f\u6301":32,"\u662f\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u52a0\u8f7d\u5b57\u5178\u5e76\u5b9a\u4e49\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u6a21\u5757\u548c\u7f51\u7edc\u67b6\u6784\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":79,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":52,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":40,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":55,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":55,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":27,"\u662f\u5e8f\u5217":78,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":48,"\u662f\u6211\u4eec":54,"\u662f\u6307":33,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":49,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":49,"\u662f\u6570\u636e\u8f93\u5165":52,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":78,"\u662f\u6709\u610f\u4e49\u7684":49,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":52,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":40,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":53,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":79,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":81,"\u662f\u7528\u6237\u4f7f\u7528c":33,"\u662f\u7684":53,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":81,"\u662f\u77e9\u9635":55,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":40,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":73,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":55,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":55,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":55,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":55,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":55,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":55,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":55,"\u662f\u8f93\u5165":52,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":74,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":60,"\u662fc":33,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":51,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":66,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":60,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":51,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":76,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":66,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":55,"\u662frnn\u72b6\u6001":52,"\u663e":76,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u665a":49,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":43,"\u6682\u4e0d\u8003\u8651\u5728\u5185":39,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":33,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":53,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":39,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":80,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":80,"\u66f4\u591a\u7684\u7f16\u8bd1\u914d\u7f6e\u89c1":47,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":57,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":51,"\u66f4\u5feb":52,"\u66f4\u65b0":39,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":53,"\u66f4\u65b0\u6a21\u5f0f":39,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":39,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":76,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":76,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":76,"\u66f4\u8fdb\u4e00\u6b65":51,"\u66f4\u9ad8":52,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":51,"\u6700":49,"\u6700\u4e0d\u540c\u7684\u7279\u8272\u662f\u5b83\u5e76\u6ca1\u6709\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u5b9a\u957f\u5411\u91cf":81,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":68,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,54,55,61,76,80],"\u6700\u540e\u4e00\u4e2a":48,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":44,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":40,"\u6700\u540e\u518d\u8c03\u7528mutabl":57,"\u6700\u540e\u5220\u9664":36,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":55,"\u6700\u597d\u7684\u6a21\u578b\u662f":80,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":63,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":32,"\u6700\u65b0\u7684\u4ee3\u7801":54,"\u6700\u65b0log":80,"\u6700\u7ec8":55,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":51,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":44,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":42,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":51,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":40,"\u6708\u6e56":49,"\u6709":49,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":66,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[46,47],"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":81,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":78,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":55,"\u6709\u4e9b\u5c42\u6216\u8005\u6fc0\u6d3b\u9700\u8981\u505a\u5f52\u4e00\u5316\u4ee5\u4fdd\u8bc1\u5b83\u4eec\u7684\u8f93\u51fa\u7684\u548c\u662f\u4e00\u4e2a\u5e38\u6570":55,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":39,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":77,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":53,"\u6709\u5173":49,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":46,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":44,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":68,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":80,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":61,"\u6709\u591a\u96be":53,"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":53,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":53,"\u6709\u65f6\u79f0\u4e3a":80,"\u6709\u6807\u51c6\u7684":32,"\u6709\u7684\u65f6\u5019":32,"\u6709\u7684\u65f6\u5019\u7b80\u7b80\u5355\u5355\u7684\u6539\u53d8\u5c31\u80fd\u5728\u6027\u80fd\u4e0a\u4ea7\u751f\u660e\u663e\u7684\u4f18\u5316\u6548\u679c":60,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":39,"\u6709\u989d\u5916\u4f9d\u8d56":56,"\u670d\u52a1":49,"\u670d\u52a1\u5458":49,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":81,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":80,"\u672a\u77e5\u8bcd":72,"\u672c\u4f8b\u4e2d\u4e3a0":72,"\u672c\u4f8b\u4e2d\u4e3a32":72,"\u672c\u4f8b\u4e2d\u4e3a4":72,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":49,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":76,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":76,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":76,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":76,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":36,"\u672c\u5730\u6d4b\u8bd5":62,"\u672c\u5730\u8bad\u7ec3":62,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":65,"\u672c\u5b9e\u4f8b\u4e2d":72,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":76,"\u672c\u5c42\u5c3a\u5bf8":74,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":74,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":74,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":56,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":79,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":52,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":80,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":74,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":49,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":40,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":53,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":49,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":49,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":66,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":68,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":72,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":66,"\u672c\u6587\u6863\u5c06\u4ee5linux":46,"\u672c\u6587\u6863\u63cf\u8ff0paddl":33,"\u672c\u6765":49,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":68,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":68,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":68,"\u672c\u6b21\u8bd5\u9a8c":76,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":49,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":49,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":80,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":81,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":81,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":81,"\u673a\u5668\u7684\u8bbe\u5907":65,"\u673a\u5668\u7ffb\u8bd1":[36,75],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":63,"\u6761\u4ef6\u4e0b":66,"\u6765":49,"\u6765\u4e0b\u8f7ddocker\u955c\u50cf":42,"\u6765\u4ee3\u66ff":54,"\u6765\u4f7f\u7528\u4e00\u4e2a\u955c\u50cf\u542f\u52a8\u4e00\u4e2a\u5bb9\u5668":42,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":55,"\u6765\u505ableu\u8bc4\u4f30":81,"\u6765\u505c\u6b62\u8bad\u7ec3":78,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":60,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":78,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":78,"\u6765\u5217\u51fa\u5f53\u524d\u7cfb\u7edf\u4e2d\u7684\u6240\u6709\u955c\u50cf":42,"\u6765\u521d\u59cb\u5316\u53c2\u6570":39,"\u6765\u542f\u52a8\u548c":53,"\u6765\u5b89\u88c5":61,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":44,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":49,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":76,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":80,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[46,47],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":55,"\u6765\u6267\u884c":53,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":74,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":57,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":56,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":44,"\u6765\u6ce8\u518c\u8be5\u5c42":55,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":65,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":53,"\u6765\u751f\u6210\u5e8f\u5217":81,"\u6765\u7684\u79d2\u6570":77,"\u6765\u786e\u4fdd\u628a":32,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":53,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u6765\u8868\u793a":52,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":79,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":32,"\u6765\u8ba1\u7b97\u68af\u5ea6":55,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":49,"\u6765\u8bbe\u7f6e":39,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":54,"\u6765\u8c03\u7528":53,"\u6765\u8fd0\u884c":61,"\u6765\u8fd0\u884c\u5305\u62ec":53,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":53,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":60,"\u6765\u8fd0\u884c\u955c\u50cf":42,"\u6765\u8fdb\u884c\u8ba8\u8bba":33,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":39,"\u676f\u5b50":49,"\u6784\u5efa":46,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":48,"\u6784\u9020":68,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":56,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":56,"\u6784\u9020paddl":4,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":80,"\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u4e00\u4e2a\u8f93\u5165\u4e3a\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":49,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":62,"\u67e5\u770b":[54,76],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":54,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":54,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":54,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":67,"\u6807\u51c6\u5dee\u4e3a":39,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":36,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":79,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":73,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":73,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":80,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":80,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":42,"\u6807\u7b7e\u6587\u4ef6":79,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":79,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":63,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":53,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":65,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":68,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":61,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":77,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":72,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":63,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":57,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":62,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":63,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":63,"\u6839\u636ecpu":42,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":67,"\u683c\u5f0f":63,"\u683c\u5f0f\u5982\u4e0b":76,"\u683c\u5f0f\u8bf4\u660e":72,"\u68af\u5ea6\u4f1a\u5c31\u5730":55,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":63,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":55,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":63,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":55,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":55,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":56,"\u68d2":76,"\u697c\u5c42":49,"\u6a21\u5757":73,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":57,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b":79,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":39,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":80,"\u6a21\u578b\u5171\u5305\u542b1":72,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":79,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":73,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":76,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":79,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":81,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":61,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":81,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":52,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":52,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":52,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":72,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":52,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":78,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":76,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":40,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":44,"\u6a21\u578b\u8def\u5f84":[74,79],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":79,"\u6a21\u578b\u914d\u7f6e":0,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":32,"\u6a21\u578b\u91c7\u7528":72,"\u6a21\u578b\u9884\u6d4b":4,"\u6b21":49,"\u6b22\u8fce\u901a\u8fc7":54,"\u6b63\u6837\u672c":76,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":39,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":62,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":80,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":80,"\u6b64\u547d\u4ee4\u5c06\u5728your":46,"\u6b64\u5904":72,"\u6b64\u5904\u90fd\u4e3a2":49,"\u6b64\u5916":[46,53,54],"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":60,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":80,"\u6b64\u65f6\u53ea\u9700\u8981":53,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":42,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":51,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":80,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":79,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":80,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":79,"\u6bcf\u4e00\u4e2a":36,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":76,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":49,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":49,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":78,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":61,"\u6bcf\u4e00\u4e2akey\u7531":78,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":49,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":80,"\u6bcf\u4e2a":[61,79],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u6bcf\u4e2a\u5355\u5c42rnn":51,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":81,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":49,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":52,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":52,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":49,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":73,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":81,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":81,"\u6bcf\u4e2a\u5c42\u5728\u5176":55,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":76,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":63,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":81,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":80,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":80,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":51,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":49,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":55,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":49,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":49,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":78,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":78,"\u6bcf\u4e2a\u72b6\u6001":51,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":73,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":73,"\u6bcf\u4e2a\u7ebf\u7a0b":63,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":63,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":81,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":63,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":80,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":80,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":55,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":55,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":81,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":54,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":76,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":76,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":68,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":77,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":63,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":65,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":81,"\u6bcf\u6279\u6b21":63,"\u6bcf\u6b21":42,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":54,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":54,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":80,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":81,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":76,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":72,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":74,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":72,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":55,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":81,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":63,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":63,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":63,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":63,"\u6bcf\u969410\u5206\u949f":19,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":76,"\u6bcfdot":63,"\u6bcflog":63,"\u6bcfsave":63,"\u6bcftest":63,"\u6bd4\u5982":[20,39,42,46,53,54,76],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":49,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":54,"\u6bd4\u5982\u5c06":36,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[46,47],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":39,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":66,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":54,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6c34\u6e29":49,"\u6c49\u5ead":49,"\u6c60\u5316\u5c42":73,"\u6ca1":49,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":72,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[46,47],"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":77,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":78,"\u6cd5\u8bed":81,"\u6ce8":[19,42],"\u6ce8\u518c":56,"\u6ce8\u518ccpu":56,"\u6ce8\u518cop":56,"\u6ce8\u610f":[2,41,42,44,46,47,52,55,58,68,73],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":68,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":65,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":80,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":68,"\u6ce8\u91ca":56,"\u6ce8\u91ca\u6389":80,"\u6cf3\u6c60":49,"\u6d41":49,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":54,"\u6d44":49,"\u6d4b\u8bd5":54,"\u6d4b\u8bd5\u524d\u5411oper":56,"\u6d4b\u8bd5\u6570\u636e":61,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":61,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":61,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":81,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":61,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":61,"\u6d4b\u8bd5\u6570\u6910\u96c6":80,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":63,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":54,"\u6d4b\u8bd5\u6837\u672c":61,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":80,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":65,"\u6d4b\u8bd5\u811a\u672c\u662f":79,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":80,"\u6d4b\u8bd5docker\u955c\u50cf":36,"\u6d4b\u8bd5model_list":62,"\u6d4b\u8bd5save_dir":62,"\u6d4f\u89c8\u4ee3\u7801":42,"\u6d6a\u6f2b\u7247":77,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":39,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":72,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":55,"\u6dd8\u5b9d\u7b49":80,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":79,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":45,"\u6df7\u5408":79,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":52,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":56,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":68,"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":56,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":56,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":56,"\u6e05\u7406":53,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":39,"\u6e29\u99a8":49,"\u6e90":81,"\u6e90\u4ee3\u7801":[42,76],"\u6e90\u4ee3\u7801\u683c\u5f0f":54,"\u6e90\u5b57\u5178":81,"\u6e90\u5e8f\u5217":52,"\u6e90\u7801":42,"\u6e90\u7801\u4e0edemo":67,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":53,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":58,"\u6e90\u7801\u7f16\u8bd1paddlepaddl":47,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":81,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":72,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":72,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":72,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":74,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":74,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":79,"\u6f14\u793a\u91c7\u7528":79,"\u6fc0\u6d3b":55,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":76,"\u6fc0\u6d3b\u65b9\u7a0b":55,"\u6fc0\u6d3b\u7684\u7c7b\u578b":55,"\u70ed\u60c5":49,"\u7136\u540e":[60,61,72,78],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":40,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":51,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":81,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":80,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":57,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":78,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":40,"\u7136\u540e\u5355\u51fb":54,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":68,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":74,"\u7136\u540e\u5728":81,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":49,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":42,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":81,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":39,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":39,"\u7136\u540e\u5b9a\u4e49":52,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":68,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":27,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":78,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":78,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":81,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":79,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":78,"\u7136\u540e\u6240\u6709\u7528":54,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":27,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":74,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":67,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":54,"\u7136\u540e\u63d0\u53d6\u9690\u85cflstm\u5c42\u7684\u6240\u6709\u65f6\u95f4\u6b65\u957f\u7684\u6700\u5927\u8bcd\u5411\u91cf\u4f5c\u4e3a\u6574\u4e2a\u5e8f\u5217\u7684\u8868\u793a":80,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":81,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":78,"\u7136\u540e\u70b9\u51fb":54,"\u7136\u540e\u7528\u5bc6\u7801":42,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":78,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":68,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":55,"\u7136\u540e\u89e3\u538b":81,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":81,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":78,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":78,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":68,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":68,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":39,"\u7136\u800c":[52,63],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":80,"\u7248\u672c":53,"\u7248\u672c\u5206\u652f":36,"\u7248\u672c\u53f7":36,"\u7248\u672c\u53f7rc":36,"\u7248\u672c\u5728":54,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":36,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":39,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":79,"\u7279\u5f81":78,"\u7279\u5f81\u56fe\u5747\u503c":74,"\u7279\u5f81\u56fe\u65b9\u5dee":74,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":74,"\u7279\u5f81\u6587\u4ef6":79,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":78,"\u72af\u7f6a\u7247":77,"\u72ec\u7acb\u5de5\u5177\u94fe":46,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":46,"\u73af\u5883\u53d8\u91cf":68,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":39,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":78,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":32,"\u7406\u89e3":53,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":80,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":60,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u4ea7\u955c\u50cf":[42,54],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":42,"\u751f\u6210":68,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":32,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":58,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":52,"\u751f\u6210\u5e93":56,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":81,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":81,"\u751f\u6210\u6587\u6863":32,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":42,"\u751f\u6210\u7684":20,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":68,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":39,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":81,"\u751f\u6210\u7684html\u7248\u672c\u7684c":42,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":78,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":55,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":54,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":78,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":42,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":56,"\u751f\u6210api\u6587\u6863":32,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":42,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":27,"\u7528":[27,77,78,79],"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":76,"\u7528\u4e8e":61,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":80,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":55,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":65,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":63,"\u7528\u4e8e\u653e\u7f6e":61,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":72,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":56,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":63,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":80,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":52,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":73,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":61,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":61,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":52,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":49,"\u7528\u6237":61,"\u7528\u62371\u7684\u7279\u5f81":78,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a":47,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":51,"\u7528\u6237\u53ea\u9700\u6267\u884c":79,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":79,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":42,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":42,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":58,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":58,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":72,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":33,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":76,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":33,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":63,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":65,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8\u6587\u6863":42,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":41,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":41,"\u7528\u6237\u53ef\u5c06":46,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":46,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80":47,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":46,"\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f":46,"\u7528\u6237\u53ef\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":47,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":39,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":58,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":68,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":79,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":39,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":72,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":78,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":27,"\u7528\u6237\u7279\u5f81":78,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":79,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[46,47],"\u7528\u6237\u901a\u8fc7c":33,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":65,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[46,47],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":39,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[46,47],"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":58,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":78,"\u7528\u6237id":77,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":77,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":53,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":55,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":40,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":78,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":78,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":40,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":68,"\u7531":51,"\u7531\u4e8e\u4e0a\u4e00\u6b65cmake\u914d\u7f6e\u4e2d":47,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":42,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":49,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":66,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":40,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":77,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":55,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":79,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":81,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":74,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8ec":32,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":27,"\u7531\u4e8eeigen":57,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":40,"\u7531\u4e8epypi":36,"\u7531\u4e8estep":51,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":57,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":48,"\u7531grouplen":77,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":27,"\u7535\u5f711\u7684\u7279\u5f81":78,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":77,"\u7535\u5f71\u540d\u5b57\u6bb5":78,"\u7535\u5f71\u540d\u79f0":77,"\u7535\u5f71\u548c\u7528\u6237":78,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":78,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":77,"\u7535\u5f71\u7279\u5f81":78,"\u7535\u5f71\u7c7b\u578b":77,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":77,"\u7535\u5f71id":77,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":77,"\u7535\u8111":49,"\u767e\u4e07\u6570\u636e\u96c6":77,"\u7684":[49,53,54,57,61,67,68,76,80],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":51,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":40,"\u7684\u4e00\u79cd":81,"\u7684\u4e3a0":63,"\u7684\u4e3b\u8981\u90e8\u5206":79,"\u7684\u4efb\u4e00\u4e00\u79cd":39,"\u7684\u4efb\u52a1":81,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":57,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":48,"\u7684\u503c":[46,47],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":46,"\u7684\u504f\u7f6e\u5411\u91cf":55,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":56,"\u7684\u5185\u5b58":39,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":81,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":68,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":60,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":74,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":56,"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":78,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":63,"\u7684\u53d8\u6362\u77e9\u9635":55,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":80,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":52,"\u7684\u540e\u7f00":77,"\u7684\u5411\u91cf":55,"\u7684\u542f\u52a8\u53c2\u6570":68,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":68,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u7684\u5730\u5740":66,"\u7684\u5730\u65b9":54,"\u7684\u5747\u5300\u5206\u5e03":39,"\u7684\u5934\u6587\u4ef6":32,"\u7684\u5b9e\u73b0":56,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":40,"\u7684\u5e73\u5747\u503c":48,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":49,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":54,"\u7684\u5f00\u53d1\u6d41\u7a0b":53,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":56,"\u7684\u603b":61,"\u7684\u63a5\u53e3\u6837\u5f0f":32,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":54,"\u7684\u64cd\u4f5c":57,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":76,"\u7684\u6570\u76ee\u4e00\u81f4":48,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":54,"\u7684\u65b9\u5f0f":42,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":81,"\u7684\u65b9\u7a0b":55,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":39,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":49,"\u7684\u6700\u5c0f\u503c":63,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":54,"\u7684\u6784\u9020\u51fd\u6570":56,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":52,"\u7684\u6837\u5f0f":54,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":51,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":51,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":79,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":54,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":32,"\u7684\u7248\u672c":53,"\u7684\u7248\u672c\u53f7":72,"\u7684\u7279\u5f81":74,"\u7684\u72b6\u6001":51,"\u7684\u7528\u6237\u53c2\u8003":61,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":78,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":40,"\u7684\u77e9\u9635":55,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":81,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":55,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":79,"\u7684\u7b2ci\u4e2a\u503c":55,"\u7684\u7b2cj\u4e2a\u503c":55,"\u7684\u7cfb\u7edf":53,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":61,"\u7684\u7ed3\u6784\u5982\u4e0b":78,"\u7684\u7ef4\u5ea6":72,"\u7684\u7f29\u5199":27,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":81,"\u7684\u89c4\u8303":32,"\u7684\u89d2\u5ea6":20,"\u7684\u8ba1\u7b97\u4ee3\u7801":57,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":56,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":76,"\u7684\u8bdd":39,"\u7684\u8def\u5f84\u4e2d":80,"\u7684\u8f93\u5165":51,"\u7684\u8f93\u51fa":60,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":60,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":52,"\u7684\u8f93\u51fa\u683c\u5f0f":49,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":52,"\u7684\u8fd0\u884c\u73af\u5883":53,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":77,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":54,"\u7684\u90e8\u5206":61,"\u7684\u914d\u7f6e":72,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":53,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":54,"\u7684cpu":56,"\u7684docker\u955c\u50cf":42,"\u7684op\u65e0\u9700\u4fee\u6539cmakelist":56,"\u7684operator\u4ecd\u9700\u8981\u4fee\u6539":56,"\u76ee\u524d":[51,79],"\u76ee\u524d\u4f7f\u7528":54,"\u76ee\u524d\u53ea\u652f\u6301":46,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":[46,47],"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":27,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":48,"\u76ee\u524d\u652f\u6301fail":63,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":63,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":51,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":32,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":58,"\u76ee\u5f55":[46,47,53,61,67,68,80],"\u76ee\u5f55\u4e0b":[33,42,55,76,81],"\u76ee\u5f55\u4e0b\u627e\u5230":76,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":56,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":46,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":39,"\u76ee\u5f55\u4e2d":[61,78],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[46,47],"\u76ee\u5f55\u4e2d\u7684":[60,61],"\u76ee\u5f55\u4e2dpaddl":68,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":79,"\u76ee\u5f55\u548c":[46,47],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":68,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":81,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":76,"\u76ee\u6807":81,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":79,"\u76ee\u6807\u5411\u91cf":52,"\u76ee\u6807\u5b57\u5178":81,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[46,47],"\u76ee\u6807\u67b6\u6784abi":46,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":39,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":40,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":32,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":33,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":32,"\u76f4\u63a5\u7f16\u8bd1raspberri":47,"\u76f4\u63a5\u8fd0\u884c":42,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":76,"\u76f8\u5173\u6587\u6863":47,"\u76f8\u5173\u6587\u6863\u6240\u8ff0":47,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":73,"\u76f8\u5173\u8bba\u6587":79,"\u76f8\u53cd":81,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":39,"\u76f8\u5bf9":49,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":76,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":79,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":79,"\u76f8\u5f53":49,"\u76f8\u6bd4":56,"\u77e9\u9635":62,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":56,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":80,"\u7814\u7a76\u751f":77,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":54,"\u78c1\u76d8\u4e0d\u591f":53,"\u793a":76,"\u793a\u4f8b":[39,74],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":49,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":49,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":49,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":32,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":44,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":44,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":39,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":57,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":81,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":49,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":39,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":40,"\u79bb":49,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u79d1\u5b66\u5bb6":77,"\u79d1\u5e7b\u7247":77,"\u79f0\u4e3a":[52,54],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":42,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":42,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":48,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":63,"\u79f0\u4f5c\u6709kernel":56,"\u79f0\u4f5ckernel":56,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":55,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":68,"\u7a00\u758f\u768401\u5411\u91cf":[2,44],"\u7a00\u758f\u7684\u5411\u91cf":[2,44],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":65,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":68,"\u7a0b\u5e8f\u505c\u6b62":63,"\u7a0b\u5e8f\u5458":77,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":63,"\u7a20\u5bc6\u5411\u91cf":55,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":68,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,44],"\u7a97\u6237":49,"\u7acb\u523b\u9000\u51fa":39,"\u7aef\u53e3":61,"\u7aef\u53e3\u6570":61,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":61,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":39,"\u7b2c":49,"\u7b2c\u4e00\u4e2a":54,"\u7b2c\u4e00\u4e2a\u53c2\u6570":56,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":42,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":49,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":36,"\u7b2c\u4e00\u5929":49,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":42,"\u7b2c\u4e00\u7ae0\u8282":44,"\u7b2c\u4e00\u884c\u4ece":80,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":74,"\u7b2c\u4e00\u884c\u662f":72,"\u7b2c\u4e00\u884c\u7684":81,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":40,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09":80,"\u7b2c\u4e09\u4e2a\u53c2\u6570":56,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":81,"\u7b2c\u4e09\u6b65":74,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":36,"\u7b2c\u4e8c":80,"\u7b2c\u4e8c\u4e2a\u4e3a":36,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":56,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":42,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":81,"\u7b2c\u4e8c\u6b65":[72,74],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":42,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":74,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":40,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2c\u56db\u4e2a\u53c2\u6570":56,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":55,"\u7b49":[33,56],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":33,"\u7b49\u5176\u4ed6":81,"\u7b49\u53c2\u6570":68,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":66,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":66,"\u7b49\u6587\u4ef6":33,"\u7b49\u7b49":[76,81],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":66,"\u7b80\u4ecb":59,"\u7b80\u5199":56,"\u7b80\u5355":56,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":56,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":56,"\u7b80\u5355\u6765\u8bf4":60,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":39,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":78,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":60,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":78,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":67,"\u7b80\u76f4":49,"\u7b97\u6cd5":[39,40,52,80],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":52,"\u7b97\u6cd5\u914d\u7f6e":80,"\u7ba1\u7406\u4eba\u5458":77,"\u7ba1\u7406\u5458":77,"\u7c7b\u4f3c":[33,48],"\u7c7b\u4f3c\u5730":79,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":55,"\u7c7b\u522b\u4e2a\u6570":73,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":62,"\u7c7b\u522bid":76,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":76,"\u7c7b\u540d\u548cc":32,"\u7c7b\u578b":[32,56,63,78],"\u7c7b\u578b\u4e3a":56,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":57,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":48,"\u7c7b\u578b\u540d\u4e3a":56,"\u7c7b\u578b\u662fsparse_binary_vector":[2,44],"\u7c7b\u578b\u662fsparse_float_vector":[2,44],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":49,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":56,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":56,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":55,"\u7c7b\u91cd\u5199":56,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":55,"\u7cfb\u6570":56,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":39,"\u7ea2\u697c\u68a6":72,"\u7eaa\u5f55\u7247":77,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":42,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":40,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":40,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":40,"\u7ebf\u7a0bid\u53f7":65,"\u7ec6\u8282\u63cf\u8ff0":64,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":39,"\u7ed3\u5408":66,"\u7ed3\u5c3e":56,"\u7ed3\u675f\u6807\u8bb0":52,"\u7ed3\u6784\u5982\u4e0b":80,"\u7ed3\u6784\u5982\u4e0b\u56fe":72,"\u7ed3\u679c\u4fdd\u5b58\u5728":79,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":80,"\u7ed3\u679c\u8f93\u51fa\u5230":53,"\u7ed3\u8bba":32,"\u7ed9":49,"\u7ed9\u4e2a\u7b80\u5355\u7684":54,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":73,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":73,"\u7ed9\u5b9a\u52a8\u8bcd":79,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":80,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":51,"\u7edf\u4e00\u7528":20,"\u7ee7\u627f\u81ea":56,"\u7ee7\u627f\u81eaoperatorbas":56,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":49,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":49,"\u7ef4\u5ea6\u4e3aword_dim":76,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":76,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":76,"\u7ef4\u62a4":66,"\u7ef4\u7a7a\u95f4":52,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":52,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":39,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":78,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":68,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":68,"\u7f16\u53f7":78,"\u7f16\u53f7\u4ece0\u5f00\u59cb":39,"\u7f16\u53f7\u5b57\u6bb5":78,"\u7f16\u7801\u5411\u91cf":52,"\u7f16\u7801\u5668\u8f93\u51fa":52,"\u7f16\u7801\u6e90\u5e8f\u5217":52,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":81,"\u7f16\u8bd1":[42,53,54],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":47,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":46,"\u7f16\u8bd1\u548c\u6267\u884c":56,"\u7f16\u8bd1\u5668":[46,47],"\u7f16\u8bd1\u5668\u6ca1\u6709":32,"\u7f16\u8bd1\u578b\u8bed\u8a00":32,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":58,"\u7f16\u8bd1\u5b8c\u6210\u540e":58,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":47,"\u7f16\u8bd1\u6210\u529f\u540e":56,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":63,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":43,"\u7f16\u8bd1\u751f\u6210":58,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":36,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":36,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":36,"\u7f16\u8bd1\u9009\u9879":41,"\u7f16\u8bd1c":33,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":36,"\u7f16\u8bd1paddlepaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":59,"\u7f16\u8bd1ubuntu\u7684deb\u5305":36,"\u7f16\u8f91":66,"\u7f29\u653e\u53c2\u6570":74,"\u7f51\u7edc":[79,80],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":66,"\u7f51\u7edc\u540d\u79f0":76,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":55,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":55,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":55,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":55,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":63,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":55,"\u7f51\u7edc\u63a5\u53e3\u5361":61,"\u7f51\u7edc\u6a21\u5757":74,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":79,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":80,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":78,"\u7f51\u7edc\u901a\u4fe1":55,"\u7f51\u7edc\u914d\u7f6e":[61,76,80],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[74,79],"\u800c":[40,52,56,67,78],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":57,"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":80,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":33,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":32,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":61,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":39,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":49,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":80,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":33,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14":81,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":27,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":63,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":60,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":60,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":65,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":49,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":74,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":57,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":32,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":32,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":80,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":49,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":49,"\u800c\u5bf9\u4e8egolang":32,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":32,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":49,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":60,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":39,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":33,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":60,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":62,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":80,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":52,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":44,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":65,"\u800c\u7cfb\u7edf\u4e2d\u7684":39,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":57,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":49,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":49,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":54,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":41,"\u800ceigenvector":57,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":51,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":32,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":44,"\u800cweight":73,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":44,"\u804c\u4e1a":77,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":77,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":51,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":51,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":76,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":51,"\u80fd\u83b7\u53d6":61,"\u811a\u672c":[53,61,73,78],"\u811a\u672c\u4fdd\u5b58\u5728":73,"\u811a\u672c\u5f00\u59cb\u65f6":68,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":80,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":80,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":73,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":54,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":61,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":51,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81ea\u52a8\u751f\u6210":58,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":52,"\u81ea\u5e95\u5411\u4e0a\u6cd5":76,"\u81ea\u6b64":46,"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":53,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":65,"\u81ea\u7531\u804c\u4e1a\u8005":77,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":33,"\u81f3\u6b64":[2,49,54],"\u8212\u9002":49,"\u826f\u597d\u7684\u6587\u6863":32,"\u827a\u672f\u5bb6":77,"\u8282\u70b9\u4e2d\u7684":61,"\u82e5":55,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[46,47],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":48,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":60,"\u82e5\u6709\u5fc5\u8981":55,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":46,"\u82e5\u73af\u5883\u53d8\u91cf":[46,47],"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":48,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":48,"\u82f1\u6587\u6587\u6863":58,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":58,"\u82f1\u8bed":81,"\u8303\u56f4":65,"\u83b7\u53d6":54,"\u83b7\u53d6\u5229\u7528":76,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":80,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u83b7\u53d6\u6e90\u7801":53,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":76,"\u83b7\u53d6\u901a\u8fc7":80,"\u83b7\u53d6trainer":68,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":55,"\u865a\u62df\u673a\u4e0a":53,"\u867d\u7136":40,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":33,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":61,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":62,"\u884c":72,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":74,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u653f\u5de5\u4f5c":77,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":42,"\u8865\u5145\u4e0a\u6b21\u7684commit":54,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":55,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":55,"\u8868\u793a":56,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":66,"\u8868\u793a\u4e3adeviceid":65,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":61,"\u8868\u793a\u5973\u6027":77,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":49,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":61,"\u8868\u793a\u6570\u636e\u7c7b\u578b":56,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":61,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":81,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7537\u6027":77,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":76,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":80,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":80,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":80,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":56,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":68,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":76,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":76,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":68,"\u88ab":54,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u88ab\u653e\u5728":55,"\u88ab\u79f0\u4e3a":52,"\u897f\u90e8\u7247":77,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":78,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":81,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":60,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":61,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":73,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":78,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":48,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":51,"\u8981\u8c03\u7528":55,"\u89e3\u51b3\u529e\u6cd5\u662f":39,"\u89e3\u51b3\u65b9\u6848\u662f":39,"\u89e3\u538b":81,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":78,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":78,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":68,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":52,"\u89e3\u7801\u5668\u57fa\u4e8e\u7f16\u7801\u6e90\u5e8f\u5217\u548c\u6700\u540e\u751f\u6210\u7684\u76ee\u6807\u8bcd\u9884\u6d4b\u4e0b\u4e00\u76ee\u6807\u8bcd":52,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":81,"\u89e3\u91ca":76,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":32,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":32,"\u8ba1\u7b97":52,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":40,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":52,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":55,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":52,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":55,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":40,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":55,"\u8ba1\u7b97\u8f93\u51fa":55,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":57,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":76,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":78,"\u8ba9paddle\u6838\u5fc3\u4e2d":33,"\u8bad\u7ec3":[62,80],"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u4f5c\u4e1a":61,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":73,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":79,"\u8bad\u7ec3\u540e":79,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":36,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":61,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":60,"\u8bad\u7ec3\u5b8c\u6210\u540e":40,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":81,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":39,"\u8bad\u7ec3\u6570\u6910\u96c6":80,"\u8bad\u7ec3\u65f6":68,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":76,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":80,"\u8bad\u7ec3\u6a21\u578b\u540e":52,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":36,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":81,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":79,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":68,"\u8bad\u7ec3\u811a\u672c":76,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":76,"\u8bad\u7ec3\u81f3\u591a":78,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":68,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":39,"\u8bad\u7ec3\u8f6e\u6b21":76,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":39,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":62,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":63,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":63,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":63,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":80,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":80,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":80,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":73,"\u8bad\u7ec3dot_period":62,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":36,"\u8bb0\u5fc6\u6a21\u5757":52,"\u8bba\u6587":74,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":61,"\u8bbe\u4e3a\u672c\u5730":61,"\u8bbe\u7f6e":33,"\u8bbe\u7f6e\u4e3a":[47,55],"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":63,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":63,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":81,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":81,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":80,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":39,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[39,59,78],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":80,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":80,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":80,"\u8bbe\u7f6e\u6210":39,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":39,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":79,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":80,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":80,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":80,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":81,"\u8bbe\u7f6e\u7c7b\u522b\u6570":80,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[79,80],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":80,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":55,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":80,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":56,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":65,"\u8bbe\u7f6ebatch":80,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":81,"\u8bbe\u7f6egpu":63,"\u8bbe\u7f6epass":80,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":81,"\u8bbf\u95ee\u5230\u4e3b\u673a\u4e0a\u7684\u6587\u4ef6":42,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":68,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":40,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":76,"\u8bc4\u5206":[77,78],"\u8bc4\u5206\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u4ec5\u4ec5\u63d0\u4f9b\u7535\u5f71\u6216\u7528\u6237\u7684\u7f16\u53f7\u6765\u4ee3\u8868\u76f8\u5e94\u7684\u7535\u5f71\u6216\u7528\u6237":78,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":77,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":54,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":54,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":54,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":54,"\u8bc6\u522b\u6570\u5b57":36,"\u8bcd\u5178\u7684key\u548c":56,"\u8bcd\u5411\u91cf":[36,72],"\u8bcd\u5411\u91cf\u6a21\u578b":75,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":72,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":72,"\u8bcd\u9891\u6700\u9ad8\u7684":81,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":60,"\u8be5":[61,79],"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":63,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":63,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":63,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":63,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":63,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":63,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":63,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":63,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":63,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":55,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":76,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":63,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":55,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":41,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":77,"\u8be5\u6570\u636e\u96c6":72,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":77,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":77,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":63,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":78,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":74,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":78,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":73,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":76,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":81,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":40,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":52,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":78,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":78,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":78,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":40,"\u8be5\u7c7b\u7684":56,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":55,"\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u7cfb\u7edfglibc\u652f\u63012":47,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":78,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":74,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":73,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":55,"\u8be5github\u4ed3\u5e93\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u9884\u7f16\u8bd1\u597d\u7684":47,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":49,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":56,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":61,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":76,"\u8be6\u7ec6\u53ef\u53c2\u8003":54,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":74,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":39,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":76,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":41,"\u8be6\u7ec6\u89c1":48,"\u8be6\u7ec6\u8bbe\u8ba1":27,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[75,79],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":36,"\u8bed\u8a00\u6a21\u578b":72,"\u8bf4\u660e":[19,41,68],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":54,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":78,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":55,"\u8bf7\u4fdd\u8bc1travi":54,"\u8bf7\u5148\u4f7f\u7528":[46,47],"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":58,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":65,"\u8bf7\u53c2\u8003":[2,33,39,44,49,55,56,58,76],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":76,"\u8bf7\u53c2\u8003\u9875\u9762":78,"\u8bf7\u53c2\u8003layer\u6587\u6863":73,"\u8bf7\u53c2\u89c1":54,"\u8bf7\u53c2\u9605":52,"\u8bf7\u53c2\u9605\u60c5\u611f\u5206\u6790\u7684\u6f14\u793a\u4ee5\u4e86\u89e3\u6709\u5173\u957f\u671f\u77ed\u671f\u8bb0\u5fc6\u5355\u5143\u7684\u66f4\u591a\u4fe1\u606f":79,"\u8bf7\u5728\u8be5pull":54,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":58,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":54,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":54,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":42,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":63,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":56,"\u8bf7\u67e5\u770b":72,"\u8bf7\u6ce8\u610f":[42,52,56,67,72],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":54,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":53,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":54,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":65,"\u8bf7\u786e\u4fdd":54,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":54,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":54,"\u8bf7\u8bb0\u4f4f":61,"\u8bf7\u8fd0\u884c":42,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":54,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":39,"\u8bf7\u9075\u5b88":54,"\u8bf7\u91c7\u7528":54,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":65,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":40,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":68,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":68,"\u8c03\u7528":[55,56,73],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":40,"\u8c03\u7528\u5bf9\u5e94":57,"\u8c03\u7528\u65b9\u6cd5\u89c1c":46,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":56,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":55,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":79,"\u8d1f\u6837\u672c":76,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":80,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":80,"\u8d21\u732e\u6587\u6863":58,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":66,"\u8d77":49,"\u8def\u5f84\u4e0b":[40,74],"\u8df3\u8f6c\u5230":54,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":73,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8f6c\u6362\u8fc7\u6765\u7684":74,"\u8f6e":78,"\u8f83":49,"\u8f83\u4e3a\u590d\u6742":56,"\u8f93\u5165":[48,52],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":51,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":51,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":73,"\u8f93\u5165\u5c42\u5c3a\u5bf8":74,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":49,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":49,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":49,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":65,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":80,"\u8f93\u5165\u6587\u672c":72,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":72,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":55,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":55,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":74,"\u8f93\u5165\u7684":72,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":81,"\u8f93\u5165\u7684\u540d\u5b57":55,"\u8f93\u5165\u7684\u5927\u5c0f":55,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":72,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":72,"\u8f93\u5165\u7684\u7c7b\u578b":55,"\u8f93\u5165\u8bcd\u5178":56,"\u8f93\u5165\u95e8":80,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":80,"\u8f93\u5165n\u4e2a\u5355\u8bcd":76,"\u8f93\u51fa":[48,52,56],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":51,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":76,"\u8f93\u51fa\u51fd\u6570":52,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":48,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":51,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":78,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":72,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":80,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":80,"\u8f93\u51fa\u67092\u5217":72,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":74,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":72,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":72,"\u8f93\u51fa\u7684\u68af\u5ea6":63,"\u8f93\u51fa\u76ee\u5f55":74,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":67,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":49,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":39,"\u8fd0":42,"\u8fd0\u884c\u4e00\u4e2a":53,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":78,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":56,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":81,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":42,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":72,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":72,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":40,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":42,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":61,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[39,59,76],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":[42,53],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":56,"\u8fd0\u884c\u5931\u8d25":65,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":72,"\u8fd0\u884c\u5b8c\u6210\u540e":61,"\u8fd0\u884c\u5b8c\u811a\u672c":80,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":72,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":80,"\u8fd0\u884c\u65e5\u5fd7":61,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":68,"\u8fd1":49,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":81,"\u8fd4\u56de":[7,8,9,12,14],"\u8fd4\u56de0":2,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":79,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":78,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,44],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":36,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":55,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,12,14],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":56,"\u8fd8\u4f1a":49,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":46,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":54,"\u8fd8\u662f":49,"\u8fd8\u662f\u4ece":20,"\u8fd8\u662f\u865a\u62df\u673a":53,"\u8fd8\u6709":49,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":80,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":79,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":73,"\u8fd8\u9700\u8981\u91cd\u5199":56,"\u8fd9":[39,49,76],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":60,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":33,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":33,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":51,"\u8fd9\u4e09\u4e2a\u5206\u652f":36,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":76,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":61,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":73,"\u8fd9\u4e24\u4e2a\u6807\u51c6":79,"\u8fd9\u4e2a":[49,53,66],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":39,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":39,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":56,"\u8fd9\u4e2a\u51fd\u6570\u7684":52,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":49,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":52,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":33,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":33,"\u8fd9\u4e2a\u5411\u91cf\u4e0e\u6e90\u4e2d\u641c\u7d22\u51fa\u7684\u4f4d\u7f6e\u548c\u6240\u6709\u4e4b\u524d\u751f\u6210\u7684\u76ee\u6807\u5355\u8bcd\u6709\u5173":81,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":68,"\u8fd9\u4e2a\u57fa\u7c7b":55,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":33,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":80,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":51,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":32,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":49,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":81,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":32,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":76,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":81,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":33,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":49,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":42,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":55,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":55,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":79,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":33,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":33,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":53,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":66,"\u8fd9\u4e2a\u8868\u683c":66,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":56,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":51,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":40,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":54,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":72,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":66,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":81,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":42,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":52,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":33,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e2aissu":53,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":68,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":51,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":39,"\u8fd9\u4e9b":61,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":56,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":20,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":68,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":78,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":55,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":39,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":39,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":74,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":74,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":74,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":79,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":49,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":55,"\u8fd9\u4efd\u7b80\u77ed\u7684\u4ecb\u7ecd\u5c06\u5411\u4f60\u5c55\u793a\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":40,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":54,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":54,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":55,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":81,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":49,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":41,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":56,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":53,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":54,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":54,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":49,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":79,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":49,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":79,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":52,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":32,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":81,"\u8fd9\u5df2\u7ecf\u5728":80,"\u8fd9\u610f\u5473\u7740":52,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":40,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":65,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":39,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":80,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":48,"\u8fd9\u662f\u56e0\u4e3a":32,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":73,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":54,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":49,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":39,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":81,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":81,"\u8fd9\u6837":[33,40,61],"\u8fd9\u6837\u4fdd\u8bc1":36,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":53,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":39,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":65,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":53,"\u8fd9\u6837\u5bb9\u5668\u7684":68,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":78,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":27,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":42,"\u8fd9\u6837\u5f53\u8be5pull":54,"\u8fd9\u6837\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u5728docker\u4e2d\u8fd0\u884c\u9700\u8981\u7684\u7a0b\u5e8f\u800c\u4e0d\u9700\u8981\u5b89\u88c5\u540e\u5728\u6267\u884c":42,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":55,"\u8fd9\u6837\u7684\u8bdd":67,"\u8fd9\u6837\u7684\u8bdd\u6bcf\u4f4d\u7528\u6237\u5728\u6d4b\u8bd5\u6587\u4ef6\u4e2d\u5c06\u4e0e\u8bad\u7ec3\u6587\u4ef6\u542b\u6709\u540c\u6837\u7684\u4fe1\u606f":78,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":60,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":40,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":55,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":39,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":55,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":65,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":52,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":51,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":68,"\u8fd9\u7bc7\u6587\u6863":54,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":53,"\u8fd9\u7bc7\u6587\u6863\u5c06\u4ee5linux":47,"\u8fd9\u7bc7\u6587\u7ae0":[53,81],"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":49,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":52,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":32,"\u8fd9\u91cc":[39,42,52,54,66,68,74,79],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":56,"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":42,"\u8fd9\u91cc\u4ee5":76,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":40,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":40,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":80,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":49,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":39,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":40,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":81,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":76,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":44,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":40,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":78,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":73,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":73,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":78,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":55,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":42,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":68,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":76,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":40,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":81,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":81,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":61,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":81,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":81,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":81,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":73,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":57,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":76,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":66,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":81,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":81,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":81,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":76,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":54,"\u8fdb\u5165":80,"\u8fdb\u5165\u5bb9\u5668":67,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":42,"\u8fdb\u7a0b":42,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":68,"\u8fdb\u7a0b\u7684":61,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":68,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":68,"\u8fdb\u7a0b\u9700\u8981\u7684":68,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":36,"\u8fdb\u884c\u4e86":49,"\u8fdb\u884c\u4f7f\u7528":73,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":68,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":68,"\u8fdb\u884c\u56de\u590d":54,"\u8fdb\u884c\u5f00\u53d1":54,"\u8fdb\u884c\u62c6\u89e3":49,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":55,"\u8fdb\u884c\u8bbe\u7f6e":56,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":40,"\u8fdb\u884c\u9884\u6d4b":76,"\u8fdb\u9636\u6307\u5357":[44,71],"\u8fde\u63a5":51,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":80,"\u9000\u4f11\u4eba\u5458":77,"\u9000\u51fa\u5bb9\u5668":67,"\u9002\u4e2d":49,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":42,"\u9009":49,"\u9009\u62e9":49,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":76,"\u9009\u62e9\u76ee\u6807\u5206\u652f":54,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":63,"\u9009\u62e9\u8fc7\u540e\u7684":81,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":66,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":77,"\u9009\u9879":[41,53,72],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":27,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":62,"\u901a\u5e38":[33,56,61,80],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":68,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":65,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":39,"\u901a\u5e38\u540d\u5b57\u662f":54,"\u901a\u5e38\u60c5\u51b5\u4e0b":60,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":67,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":66,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":52,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":55,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":49,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":65,"\u901a\u7528":62,"\u901a\u77e5":49,"\u901a\u8fc7":[39,49,54,55,56,61,76],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":51,"\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f\u6765\u7f16\u8bd1":47,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":73,"\u901a\u8fc7\u4f7f\u7528":41,"\u901a\u8fc7\u51fd\u6570":68,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":73,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":39,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":51,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":51,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":54,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":80,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":76,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":33,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":44,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":55,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":56,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":76,"\u901a\u8fc7data":51,"\u901a\u8fc7volum":66,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":27,"\u903b\u8f91\u56de\u5f52":76,"\u9053\u6b49":49,"\u9069":49,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":54,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":36,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":77,"\u9075\u5faa\u6587\u7ae0":72,"\u90a3\u4e48":[33,51,55],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":51,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":39,"\u90a3\u4e48\u5728":56,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":39,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":39,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":53,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":39,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":40,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":52,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":52,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":39,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":39,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":58,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":39,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":53,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":39,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":39,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":65,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":60,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":60,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":39,"\u90a3\u5bb9\u5668\u5c31\u662f\u8fd9\u4e2a\u7a0b\u5e8f\u8fd0\u884c\u65f6\u4ea7\u751f\u7684":42,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":60,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":60,"\u90ae\u7f16":77,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":66,"\u90fd":49,"\u90fd\u4e0d\u9700\u8981":53,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":63,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":40,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":49,"\u90fd\u53ef\u4ee5\u8fd0\u884c":53,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":48,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":49,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":32,"\u90fd\u7528":54,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":54,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":55,"\u914d\u7f6e":80,"\u914d\u7f6e\u4e86\u7f51\u7edc":78,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":73,"\u914d\u7f6e\u5982\u4e0b":72,"\u914d\u7f6e\u6253\u5f00":60,"\u914d\u7f6e\u6587\u4ef6":76,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":55,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":53,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":72,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":27,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":61,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":52,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":55,"\u914d\u7f6eapi":48,"\u9152\u5e97":49,"\u91c7\u6837\u5c42":78,"\u91c7\u7528":79,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":79,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":63,"\u91c7\u7528multi":39,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc":53,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":67,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":53,"\u91cc\u5b8c\u6210":56,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":32,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":74,"\u91cc\u7684":53,"\u91cc\u7684\u65e5\u5fd7":61,"\u91cc\u7684\u6e90\u7801":53,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":53,"\u91cc\u9762\u6db5\u76d6\u4e86":42,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":42,"\u91cd\u547d\u540d\u6210":32,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":60,"\u9488\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u7f16\u8bd1\u5de5\u5177":47,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":67,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":39,"\u9488\u5bf9\u6587\u672c":78,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":41,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":32,"\u94fe\u63a5\u5f85\u8865\u5145":76,"\u9500\u552e":77,"\u9519\u8bef\u5904\u7406":32,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":32,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":32,"\u9519\u8bef\u7387":76,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":39,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":53,"\u955c\u50cf":42,"\u955c\u50cf\u91cc\u6709":67,"\u957f\u5ea6":39,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":52,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":52,"\u95ee\u9898":40,"\u95f4\u9694":76,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":63,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":63,"\u9664\u4e86":2,"\u9664\u4e86boot_lay":49,"\u9664\u53bbdata\u5c42":76,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":33,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":72,"\u9664\u96f6\u7b49\u95ee\u9898":39,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":54,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":79,"\u968f\u673a\u6570\u7684\u79cd\u5b50":63,"\u968f\u673a\u6570seed":62,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":40,"\u9694\u5f00":74,"\u96c6":77,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":81,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":81,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":63,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":67,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":61,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":61,"\u96c6\u7fa4\u5de5\u4f5c":61,"\u96c6\u7fa4\u6d4b\u8bd5":62,"\u96c6\u7fa4\u8bad\u7ec3":62,"\u96c6\u7fa4\u8fdb\u7a0b":61,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":61,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":61,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":61,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":56,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":60,"\u9700\u8981":[20,53,56],"\u9700\u8981\u4e3a":56,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":68,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":54,"\u9700\u8981\u4fee\u6539build":36,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":66,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":27,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":54,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":68,"\u9700\u8981\u5728":[56,61],"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":67,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":58,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":33,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":74,"\u9700\u8981\u5bf9":66,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":39,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":80,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":36,"\u9700\u8981\u5f15\u7528":33,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":53,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":49,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":44,"\u9700\u8981\u660e\u786e\u6307\u5b9a":63,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":66,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":32,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":68,"\u9700\u8981\u6ce8\u610f":56,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[36,63,78],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":55,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":49,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":46,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":33,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":53,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":51,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":36,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":57,"\u975e\u5e38\u6570":55,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":55,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":46,"\u97f3\u4e50\u5267":77,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":53,"\u987a\u5e8f":49,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":78,"\u9884\u5904\u7406\u811a\u672c":80,"\u9884\u5b9a\u4e49\u7f51\u7edc":80,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":80,"\u9884\u63d0\u4ea4\u94a9\u5b50":54,"\u9884\u6d4b\u540e":79,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":80,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":74,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":78,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":76,"\u9884\u6d4b\u811a\u672c\u662f":79,"\u9884\u6d4bid":76,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":80,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":72,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":72,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":74,"\u989d\u5916\u7684\u53c2\u6570":76,"\u9996\u5148":[2,40,49,52,55,72,74,76,79,80],"\u9996\u5148\u4e0b\u8f7dcifar":73,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":41,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":54,"\u9996\u5148\u5b89\u88c5paddlepaddl":80,"\u9996\u5148\u5b9a\u4e49":56,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":55,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":55,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":81,"\u9996\u5148\u901a\u8fc7":54,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":44,"\u9a71\u52a8":58,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":77,"\u9ad8\u4eae\u90e8\u5206":49,"\u9ad8\u53ef\u7528":66,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":52,"\u9ad8\u65af\u5206\u5e03":39,"\u9ed1\u8272\u7535\u5f71":77,"\u9ed8\u8ba4":[2,63,81],"\u9ed8\u8ba4256k":27,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":76,"\u9ed8\u8ba4\u4e0d\u663e\u793a":63,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":51,"\u9ed8\u8ba4\u4e3a0":[63,65],"\u9ed8\u8ba4\u4e3a1":[2,65],"\u9ed8\u8ba4\u4e3a100":65,"\u9ed8\u8ba4\u4e3a4096mb":63,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":78,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":51,"\u9ed8\u8ba4\u4e3anull":63,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":63,"\u9ed8\u8ba4\u503c":[41,48,65],"\u9ed8\u8ba4\u503c\u4e3a":[46,47],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":51,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[39,42,61,80],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":80,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":49,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":80,"\u9ed8\u8ba4\u7684":67,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":65,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[46,47],"\u9ed8\u8ba4\u8c03\u7528":53,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":61,"abstract":37,"adamax\u7b49":76,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":76,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":46,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":46,"api\u4e2d\u4f7f\u7528":32,"api\u5bf9\u6bd4\u4ecb\u7ecd":50,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":33,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":33,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":33,"api\u63a5\u53e3":[27,66],"api\u63a5\u53e3\u751f\u6210":56,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":33,"api\u63a5\u53e3\u7684\u751f\u6210":56,"api\u6587\u6863":46,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":58,"api\u65f6":33,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":33,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":33,"api\u66b4\u9732\u7684\u7c7b\u578b":33,"api\u6765\u9884\u6d4b":46,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":33,"api\u7684\u5934\u6587\u4ef6":[46,47],"api\u7684\u5b9e\u4f8b":33,"api\u7684\u5b9e\u73b0\u7ec6\u8282":33,"api\u7684\u63a5\u53e3":33,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":33,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":33,"api\u7ea7\u522b":46,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":46,"api\u7ea7\u522b\u4e3a21":46,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":33,"app\u4e2d":46,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":39,"atlas\u7684\u8def\u5f84":41,"avx\u7684\u955c\u50cf":42,"awselasticblockstore\u7b49":66,"batch\u4e2d\u5305\u542b":39,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":63,"batches\u6b21":63,"bin\u548c\u8bc4\u5206\u6587\u4ef6":78,"blas\u7684\u8def\u5f84":41,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":42,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":36,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":42,"book\u7684":44,"book\u7684docker\u955c\u50cf":42,"bool\u578b\u53c2\u6570":2,"boolean":[8,28,31,32],"break":17,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":36,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":36,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":42,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":42,"byte":[27,39],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":32,"c\u6709\u6807\u51c6\u7684abi":32,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":32,"caoying\u7684pul":81,"case":[8,21,33,35,60],"cc\u4e2d\u7684":57,"char":23,"class":[5,6,7,8,10,11,12,14,15,29,30,32,37,38,39,55,56,57,80],"cmake\u4e2d\u5c06":60,"cmake\u53c2\u6570\u5982\u4e0b":47,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":46,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":39,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":[46,47],"cmake\u7f16\u8bd1\u65f6":41,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[46,47],"cmake\u914d\u7f6e\u4e2d\u5c06":60,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[46,47],"com\u4e0b\u8f7d\u7684":42,"conf\u4f5c\u4e3a\u914d\u7f6e":81,"const":[21,23,34,37,38,55,56,57],"container\u4e2d":67,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":33,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":33,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":33,"core\u6982\u5ff5":33,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":44,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":39,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":65,"count\u548cgpu":65,"cuda\u5e93":63,"cudnn\u5e93":[41,63],"dat\u4e2d":78,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":57,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":68,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":49,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":49,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,76],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":39,"deb\u5305":36,"deb\u5305\u7f16\u8bd1\u95ee\u9898":36,"debian\u955c\u50cf":42,"decay\u5219\u4e3a0":73,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":51,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":51,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":51,"decoer\u67b6\u6784":51,"default":[6,7,8,9,11,12,14,15,17,31,37,38,65,67,68,80],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dictionary\u7531\u89e3\u6790\u81ea\u52a8\u751f\u6210":78,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":81,"docker\u5b58\u5728\u95ee\u9898":42,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":58,"docker\u5bb9\u5668\u4e2d":42,"docker\u5bb9\u5668\u4f1a\u8fd0\u884c\u5728\u72ec\u7acb\u7684\u6587\u4ef6\u7cfb\u7edf\u7a7a\u95f4\u4e4b\u4e0a":42,"docker\u7684\u5b98\u7f51":58,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":42,"dockerfile\u4f4d\u4e8epaddlepaddl":42,"dockers\u8bbe\u7f6e":42,"dropout\u7684\u6bd4\u4f8b":55,"eigenscalar\u7684\u8f6c\u6362":57,"elec\u6d4b\u8bd5\u96c6":76,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":76,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":49,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":51,"encoder\u8f93\u51fa":51,"entropy\u4f5c\u4e3acost":39,"enum":[21,23,38],"evaluator\u7684\u503c\u4f4e\u4e8e0":81,"export":[39,42,73],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,44],"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":65,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":65,"final":[8,9,16],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":57,"float":[2,6,7,8,10,12,38,40,56,57,60,74],"float\u7b49":65,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":57,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":57,"function":[8,9,10,12,15,18,22,23,24,26,30,34,35,37,38,52,80],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":81,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":54,"github\u9996\u9875":54,"golang\u53ef\u4ee5\u4f7f\u7528":32,"golang\u7684":32,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":41,"gpu\u5171\u4eabkernel\u5b9e\u73b0\u5728":56,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":60,"gpu\u53cc\u7f13\u5b58":2,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":42,"gpu\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":56,"gpu\u5b9e\u73b0\u5728":56,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":59,"gpu\u6267\u884c":57,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":63,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":79,"gpu\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":56,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":39,"gpu\u8ba1\u7b97\u7ed3\u679c":56,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":80,"group\u6559\u7a0b":50,"gru\u6216lstm":52,"gru\u6a21\u578b":76,"gru\u6a21\u578b\u914d\u7f6e":76,"h\u5e76\u4e0d\u56f0\u96be":32,"hot\u7a20\u5bc6\u5411\u91cf":78,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":58,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,44],"id\u4e3a0\u7684\u6982\u7387":76,"id\u4e3a1\u7684\u6982\u7387":76,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":63,"id\u6307\u5b9a\u7684gpu":65,"id\u65e0\u6548":63,"image\u91cc":67,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"imdb\u6570\u636e\u96c6\u5305\u542b25":80,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":80,"imdb\u7684\u6570\u6910\u96c6":80,"import":[2,4,7,8,15,17,31,37,40,44,56,58,72,73,74,80,81],"include\u4e0b\u9700\u8981\u5305\u542bcbla":41,"include\u4e0b\u9700\u8981\u5305\u542bmkl":41,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":27,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[2,6,7,8,9,12,21,22,23,26,32,33,35,38,49,55,57,65,79],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":32,"issue\u7f16\u53f7":54,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":66,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":66,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":68,"job\u7684\u540d\u5b57":68,"kernel\u5b9e\u73b0":56,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":56,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":56,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":68,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"kubernetes\u5355\u673a\u8bad\u7ec3":59,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":66,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":68,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":68,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":66,"kubernetes\u652f\u6301\u591a\u79cdvolum":66,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":67,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":66,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":49,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":49,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":51,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":44,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":55,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":41,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":41,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":41,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":41,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":36,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":65,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":65,"long":[8,9,12],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":80,"lstm\u6a21\u578b":76,"lstm\u6a21\u578b\u914d\u7f6e":76,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":80,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":51,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":52,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":52,"memory\u53ea\u80fd\u5728":51,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":49,"memory\u6307\u5411\u4e00\u4e2alay":51,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":52,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":49,"memory\u7684":52,"memory\u7684\u521d\u59cb\u72b6\u6001":51,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":49,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":51,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":52,"memory\u7684i":51,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":51,"mkl\u7684\u8def\u5f84":41,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":41,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u548cattent":81,"mode\u7684python\u51fd\u6570":81,"model\u505a\u5206\u652f\u7ba1\u7406":36,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"movielens\u6570\u636e\u96c6":78,"name\u662f\u4f53\u88c1":78,"name\u662f\u5e74\u9f84":78,"name\u662f\u6027\u522b":78,"name\u662f\u7535\u5f71\u540d":78,"name\u662f\u804c\u4e1a":78,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":68,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":46,"new":[8,12,17,18,21,22,23,24,25,35,38,54,55],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":66,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":81,"normalization\u5c42":74,"normalization\u5c42\u7684\u53c2\u6570":74,"note\u7684\u4e66\u5199":36,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":42,"null":[8,55,63],"num_gradient_servers\u53c2\u6570":68,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":56,"op\u5b9a\u4e49":56,"op\u6709\u8ba1\u7b97\u51fd\u6570":56,"op\u6ce8\u518c\u5b9e\u73b0\u5728":56,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":56,"openblas\u7684\u8def\u5f84":41,"opprotomake\u5b9a\u4e49":56,"org\u76ee\u524d\u9075\u5faa":36,"out\u4e0b\u5305\u542b":73,"out\u7684\u6587\u4ef6\u5939":73,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":49,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":57,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":68,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":57,"packages\u91cc\u9762":39,"packages\u91cc\u9762\u7684python\u5305":39,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":41,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":32,"paddle\u4e0b\u8f7d":42,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":81,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":49,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":39,"paddle\u4f7f\u7528git":36,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":32,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":32,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":36,"paddle\u662f\u4ece\u5b98\u65b9\u955c\u50cf\u6e90dockerhub":42,"paddle\u66ff\u6362\u6210dock":42,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":36,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":36,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":36,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":67,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":32,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":33,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":32,"paddle\u7684c":33,"paddle\u7684dock":67,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":42,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":33,"paddle\u955c\u50cf":67,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":32,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":33,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":32,"paddle_\u7c7b\u578b\u540d":33,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":33,"paddlepaddle\u4e2d":[48,51],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":80,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":49,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":44,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[46,47],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":44,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":76,"paddlepaddle\u4f7f\u7528\u5747\u503c0":39,"paddlepaddle\u4f7f\u7528avx":39,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u5148\u4ece\u4e00\u4e2a\u6587\u4ef6\u5217\u8868\u91cc\u83b7\u5f97\u6570\u636e\u6587\u4ef6\u5730\u5740":40,"paddlepaddle\u53d1\u5e03\u65b0\u7248\u672c\u7684\u65f6\u5019\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7248\u672c\u7684\u751f\u4ea7\u955c\u50cf\u4ee5\u53ca\u5f00\u53d1\u955c\u50cf":42,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":41,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":76,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":49,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":55,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":49,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,44],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":76,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":40,"paddlepaddle\u5c06\u6839\u636e":46,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":40,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[46,47],"paddlepaddle\u5c06train":2,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":42,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":40,"paddlepaddle\u63d0\u4f9bdocker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":43,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":44,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":41,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":40,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":39,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":39,"paddlepaddle\u6587\u6863\u4f7f\u7528":58,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":58,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[40,44],"paddlepaddle\u6bcf\u6b21\u53d1\u5e03\u65b0\u7248\u672c\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7684\u5f00\u53d1\u955c\u50cf\u4f9b\u5f00\u53d1\u8005\u76f4\u63a5\u4f7f\u7528":42,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":39,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":39,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":46,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":58,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":58,"paddlepaddle\u7684\u6e90\u7801":54,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":43,"paddlepaddle\u7684bas":55,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":46,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":47,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":47,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":46,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":43,"paddlepaddle\u7684docker\u955c\u50cf\u5c31\u5305\u542b\u4e86paddlepaddle\u7684python\u5e93\u4ee5\u53ca\u5176\u4f9d\u8d56\u7684\u591a\u4e2apython\u5e93":42,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":49,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":42,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":39,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":46,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684andoid":46,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":76,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":51,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":51,"paddlepaddle\u90fd\u53ef\u4ee5\u81ea\u52a8\u5224\u65ad\u786c\u4ef6\u662f\u5426\u652f\u6301avx":42,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":68,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":42,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":63,"pass\u5230":81,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":63,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":63,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":63,"passes\u8f6e":63,"patch\u53f7":36,"patch\u53f7\u52a0\u4e00":36,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":65,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":63,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":63,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":63,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":63,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":80,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":80,"period\u6574\u9664":63,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":63,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":27,"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":27,"pfsserver\u63d0\u4f9brest":27,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":47,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":47,"pi\u5e73\u53f0\u4f7f\u7528\u7684c":47,"pi\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":47,"pi\u7248\u672c\u7684\u5e93":47,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":47,"pi\u7cfb\u7edf":47,"pi\u7cfb\u7edf\u4e0a":47,"pi\u7cfb\u7edf\u7684\u7248\u672c":47,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":66,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":66,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":73,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":76,"prod\u7684\u751f\u4ea7\u955c\u50cf":42,"public":[12,29,37,38,55,56,57,67,80],"py\u4e2d":36,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,39,76,78],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":39,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":36,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":40,"python\u5305":58,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":55,"query\u6539\u5199":81,"rate\u4e3a0":81,"rate\u4e3a5":81,"rate\u88ab\u8bbe\u7f6e\u4e3a0":73,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":68,"release\u9875\u9762":36,"repo\u7684\u6839\u76ee\u5f55":42,"request\u524d":54,"request\u7684":54,"request\u88ab\u5408\u5e76\u540e":54,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":77,"resnet\u6a21\u578b":75,"return":[2,6,8,9,11,12,14,15,16,20,21,23,26,29,31,37,38,40,44,49,52,55,57,68,74],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":49,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":49,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":51,"rnn\u6a21\u578b":76,"rnn\u76f8\u5173\u6a21\u578b":59,"rnn\u914d\u7f6e":50,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"search\u7684\u65b9\u6cd5":63,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":49,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":51,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":63,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"sh\u6765\u8bad\u7ec3\u6a21\u578b":73,"sh\u6765\u8fdb\u884c\u6784\u5efa":58,"sh\u8c03\u7528\u4e86":74,"short":[8,9,37],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":39,"size\u4e3a1":81,"size\u4e3a50":81,"size\u4e3a512":63,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":39,"size\u5927\u5c0f\u4e3a128":80,"size\u662f3":81,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":39,"size\u7684\u503c":2,"softmax\u5c42":72,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":55,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":39,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":79,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":42,"ssh\u8fdb\u5165\u5bb9\u5668":42,"static":[14,23,33,37,38],"step\u51fd\u6570\u4e2d\u7684memori":51,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":51,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"super":55,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":32,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":32,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"swig\u76f4\u63a5\u8bfb\u53d6c":32,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":32,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":33,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":42,"tag\u4e3a":36,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":57,"tensor\u5230eigentensor":57,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":57,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":57,"tensor\u6a21\u5757\u5bf9el":57,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":56,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":57,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":57,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":81,"tests\u7684paddlepaddl":54,"tflops\u4e86":60,"throw":16,"toolchain\u76ee\u5f55\u751f\u6210\u4e00\u5957\u7f16\u8bd1\u5de5\u5177\u94fe":46,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":44,"true":[6,7,8,9,11,12,14,15,21,31,35,38,39,49,52,55,65,68,74,78,79,80,81],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"try":[10,17,18,21,22,23,35,37,39],"txt\u6587\u4ef6":56,"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":33,"type\u662fon":78,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":36,"unsupported\u6a21\u5757":56,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":63,"utf8\u7f16\u7801":72,"uts\u7b49linux":66,"v1\u7248\u672c":39,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":41,"var":[16,29,30,31],"vector\u662frank\u4e3a1\u7684tensor":57,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":80,"vocab\u505a\u4e3a\u5b57\u5178":80,"void":[21,23,29,32,33,38,55,56,57],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":66,"w0\u548c":74,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":74,"wheel\u5305":36,"while":[6,12,25,34,35,37,68,81],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":57,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":52,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":49,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":49,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":44,"x\u548cwindow":[42,46],"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":42,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":44,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":68,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":68,"zero\u4e09\u79cd\u64cd\u4f5c":63,AGE:67,AWS:[20,66,69,70],And:[7,8,10,12,14,21,25,26,35,37],But:[8,9,12,16,29,37,39],EOS:8,For:[4,7,8,10,12,14,15,22,23,24,26,29,30,34,35,38,60],IDE:53,IDs:[12,25],Its:31,NFS:66,NMS:8,Not:[15,18],One:[7,9,14,16,25,37],Ops:38,PFS:27,QoS:67,TLS:[15,27],That:[8,12,35],The:[2,5,6,7,8,9,10,12,14,15,16,17,18,22,24,25,26,28,33,35,37,38,55,56,57,68,76,79,81],Their:[8,18],Then:[8,29],There:[7,8,12,14,15,17,18,23,25,26,28,34,37],These:[7,30,38],Use:[7,12,15,28,35],Used:9,Using:[18,37,80],Will:[12,14],With:[8,9],YES:26,Yes:42,___embedding_0__:68,___embedding_1__:68,__doc__:38,__file__:26,__gradient_machines__:14,__impl__:38,__init__:55,__main__:[4,74],__meta__:78,__metaclass__:56,__name__:[4,74],__param_conf__:14,__rnn_step__:52,__square_error_cost_0__:68,__tmp_params__:14,_binari:17,_librari:17,_link:9,_op:56,_proj:8,_recurrent_group:52,_res2_1_branch1_bn:74,_source_language_embed:[52,72],_target_language_embed:[52,72],_test:17,aaaaa:20,abc:8,abl:[8,15],about:[8,9,17,26,28,37,38,79,81],abov:[2,7,8,15,17,18,22,29,30,38,60],abs:[8,9,16],abs_numeric_grad:16,acceler:19,accept:[6,8,12,15,35,79],access:[8,9,15,17,22,25,26],accord:[7,8,16,23,30],accordingli:[7,8],accrod:9,accrodingli:21,accumul:[18,23],accur:[16,25],accuraci:7,acl:80,aclimdb:80,across:[8,12],act:[8,9,39,40,44,49,52],act_output:38,act_typ:76,activ:[9,13,17,38,44,52,76],activi:9,actual:[21,38],adadelta:[39,76],adagrad:76,adam:[15,23,76,80],adamoptim:[72,76,80,81],adapt:[7,10,14],add:[8,9,12,16,17,21,25,29,31,37,39,54,57],add_depend:17,add_execut:17,add_input:55,add_test:[17,55],add_to:8,add_unittest_without_exec:55,addattr:[38,56],addbia:55,addcom:[38,56],added:[7,14,54],addinput:[38,56],addit:[8,9],addop:29,addoutput:56,addr:18,address:[18,23],addrow:55,addtolay:8,addtyp:38,administr:25,advanc:16,advantag:16,adversari:35,affect:8,afford:22,afi:2,aforement:17,after:[8,9,12,17,22,23,25,28,34,54],again:[15,18],age:[12,68,78],agg_level:[8,48,49],aggregatelevel:[48,49],ago:17,aircraft:81,airplan:73,aistat:8,alex:[8,80],alexnet_pass1:65,alexnet_pass2:65,algo_hrnn_demo:49,algorithm:[8,10,22,72,80,81],align:[8,9,12,81],all:[2,6,7,8,10,14,15,17,18,21,23,25,26,28,30,33,38,51,68,79,80],alloc:[6,23,26,57],allow:[15,23],allow_only_one_model_on_one_gpu:[62,63,65],alpha:17,alreadi:[17,18,37,39],also:[8,9,12,15,17,21,24,29,30,34,35,37,38,60,76],alwai:[8,9,14,17,35,68],amazon:67,ambigu:35,amd64:66,amend:54,analysi:[79,80],android:46,android_abi:46,android_arm_neon:46,android_native_api_level:46,android_standalone_toolchain:46,androideabi:46,ani:[8,9,12,15,17,18,23,25,26,35],annot:79,annual:79,anoth:[8,14,15,26,37,38],anroid_arm_mod:46,anyth:[12,35,79],api:[12,14,15,17,23,24,26,27,29,34,36,60,68,71,80],api_shar:17,api_test:17,api_trainer_config:78,api_trainer_config_helpers_data_sourc:78,api_trainer_config_helpers_lay:[52,76],api_trainer_config_helpers_layers_context_project:78,api_trainer_config_helpers_layers_cos_sim:78,api_trainer_config_helpers_layers_data_lay:78,api_trainer_config_helpers_layers_embedding_lay:78,api_trainer_config_helpers_layers_fc_lay:78,api_trainer_config_helpers_layers_pooling_lay:78,apiserv:66,apivers:[66,67,68],apo:81,appear:30,append:[2,14,35,49,52,68],append_gradient_machin:14,appleyard:60,appli:[8,30,37],applic:[30,60,67],applyl1:21,approach:[8,34,76],apt:73,arbitrari:8,arch:46,architectur:81,archiv:[12,32,33],arg:[2,7,9,38,39,40,56,68,73,74,76,79,80],arg_nam:8,argpars:68,args_ext:68,argument:[2,8,12,21,22,34,68,79],argumentpars:68,argv:74,arm64:46,arm:[46,47],arm_soft_fp_abi:46,armeabi:46,around:[2,8,25],arrai:[4,6,8,12,14,23,30,35,44,56,74],articl:[30,54],arxiv:[8,9,80],as_row_vector:8,ask:[18,25],assert:4,assign:[7,8,22],associ:[34,79],assum:[7,8],astyp:[35,56],asyc:18,async:[18,62],async_count:[62,63],async_lagged_grad_discard_ratio:63,async_lagged_ratio_default:[62,63],async_lagged_ratio_min:[62,63],asynchron:18,atla:41,atlas_root:41,attenion:9,attent:[8,9,81],attr1:8,attr2:8,attr:[6,8,9,38,52,56],attr_map:38,attribut:[8,9,13,37,38],attributemap:56,attrproto:38,attrtyp:[38,56],attrvalu:38,auc:62,author:[27,66],authorized_kei:61,auto:[21,32,37,55,56,57,60],automat:[8,15,23,29,38,81],automaticli:8,automobil:73,avail:[18,23],averag:[7,8,11,22,79],average_test_period:[62,63,79],averagepool:8,avg:[48,60,76],avgcost:[76,78,80,81],avgpool:[8,76],avoid:[16,18,34,60],avx:42,await:67,awar:15,aws:27,azur:66,b2t:72,b363:67,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:67,back:18,background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,21,23,34,55,56],backward_first:52,backward_op:16,backwardactiv:55,baidu:67,balasubramanyan:80,bank:79,bardward:9,bare:[66,67],barrierstatset:60,base:[7,8,11,12,15,22,53],baseactiv:9,baseev:14,basematrix:55,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[42,53,54,58,67,68],basic:[8,14],batch:[8,9,10,12,14,15,18,20,21,40,44,61,67,68,73,74,76,78,80,81],batch_0:74,batch_id:[14,44],batch_norm_lay:9,batch_norm_typ:8,batch_read:[20,35],batch_siz:[12,39,40,44,61,72,73,76,78,80,81],batchsiz:[8,55],bazel:17,bbbbb:20,bbox:[7,8],bcd:8,bcebo:12,bcm2708:47,bdist_wheel:36,beam:[8,52,81],beam_gen:[8,52],beam_search:[14,51,52],beam_siz:[8,52,62,63,65],beamsiz:81,becaus:[7,8,12,15,16,17,18,23,34,35,37,49],becom:37,been:[17,22,79],befor:[8,9,18,25,28,30,34,35,39,56],begin:[7,8,21,23,28,30],beginiter:[14,15],beginn:52,beginpass:[14,15],begintrain:15,being:[25,35],belong:[8,37],below:[8,18,23,34,35],benefit:[9,25,26],bengio:8,bertolami:80,besid:[8,12],best:[8,17,78],best_model_path:79,besteffort:67,beta1:10,beta2:10,beta:74,better:[8,9,17],between:[7,8,10,14,17,18,23,33,34,37,81],bgr:74,bi_gru:9,bi_lstm:9,bia:[8,9,10,55,74],bias:8,bias_attr:[8,9,39,40,49,52],bias_param:39,bias_param_attr:9,biases_:55,biasparameter_:55,biassiz:55,bidi:67,bidirect:[8,9,79,80],bidirectional_lstm_net:80,bigger:18,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:60,bin:[42,61,66,67,68,78],binari:[7,8,12,17,26],bind:[29,37],bird:73,bitext:81,blank:8,bleu:81,block:[8,19,21,23,31,57],block_i:8,block_x:8,blockdesc:30,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:80,book:[12,52],bool:[6,7,8,9,11,12,14,38,55,63,65,80],boot:[8,51,52],boot_bia:8,boot_bias_active_typ:8,boot_lay:[49,52],boot_with_const_id:8,bos_id:[8,52],both:[5,6,8,9,15,17,18,25],bottom:[14,76],bound:8,boundri:7,box:8,brace:30,brain:25,branch:[8,15,17,31,36,54],brendan:80,brief:[17,23,57],broadcast:18,broken:54,browser:42,bryan:80,bsd:53,buf:21,buf_siz:12,buffer:[12,21,35,37],buffer_s:12,buffered_read:35,bug:54,build:[8,12,17,26,30,36,38,42,46,47,53,54,68,69,70,81],build_dict:12,build_doc:58,built:[17,38,60],bunk:80,c11:32,c703c041:54,c99:33,cach:[39,79],cache_pass_in_mem:[2,39,79],cachetyp:[2,39,79],calc_batch_s:[2,79],calcul:[7,8,9,10,16,18,23],call:[7,8,9,15,16,21,22,23,24,26,30,37,38,60,68,76],callabl:[6,8,12],callback:55,calrnn:49,caltech:73,can:[6,7,8,9,12,14,15,16,17,18,21,22,25,26,29,30,31,34,35,38,60],can_over_batch_s:[2,79],cancel:25,candid:8,cannot:[37,39],capi:32,capi_prvi:33,caption:81,card:61,care:[9,26,35],caret:14,cast_to_op_attr:38,cat:[42,68,73,74,80],categori:[8,12,18],categorig:12,categoryfil:67,caus:[18,28],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:81,cclient:24,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9],ceph:[20,66],cephf:[20,26,27],certain:37,certif:[15,27,66],cffi:32,cfg:67,cgo:32,chain:[12,30],challeng:[8,18],chanc:15,chang:[8,12,17,22,26,34,35,37,54,80],channel:[8,9,60],check:[2,12,17,39,54,55,63],check_align:12,check_attr:38,check_eq:55,check_fail_continu:2,check_grad:[16,56],check_l:55,check_sparse_distribution_batch:[62,63],check_sparse_distribution_in_pserv:[62,63],check_sparse_distribution_ratio:[62,63],check_sparse_distribution_unbalance_degre:[62,63],checkgrad:63,checkgrad_ep:63,checkout:54,checksum:27,choic:17,chunk:[22,27],chunk_schem:7,chunktyp:7,cifar:73,cifar_vgg_model:73,circl:30,claimnam:68,clang:[32,42,54],clarifi:7,class1:80,class2:80,class_dim:80,classic:8,classif:[8,30,76,80,81],classifi:[8,74],classification_cost:[39,49,73,76],classification_error_evalu:[7,76,80,81],classification_evalu:7,clean:[17,34,39,54],clear:[7,16,17,34,37],clearer:34,clearli:37,client:[21,24,66],clip:[6,9,63,76],clock:8,clone:[8,42,47,53],close:[2,35,54],cloud:[17,18,26,27,28],cloud_read:12,cluster:[12,14,15,18,23,61,66,68],cluster_train:61,cmake:[33,39,41,46,47,53,54,56,58,60],cmake_build_typ:[46,47],cmake_c:[46,47],cmake_system_nam:[46,47],cmakelist:[17,55,56],cmatrix:[32,33],cna:8,cnn:[8,67,76],coars:29,code:[2,4,8,12,15,17,25,29,30,34,35,38,42,55,67,78],coded_stream:39,codedinputstream:39,coeff:8,coeffici:8,collabor:18,collect:[8,12,14],collectbia:55,color:[73,74],colour:12,column:[7,8,30,35],column_evalu:7,com:[8,9,12,17,30,42,46,47,53,54,66,67,74],combin:[7,8,9,12,14,37],comma:[14,23],command:[17,21,26,28,53,55,65,67,68,69,70],commandlin:[60,68],comment:[8,10,17,38,49,68],commit:[17,67],common:20,common_util:61,commonli:28,commun:[18,23,24],compar:[16,17],compare_grad:56,comparison:17,compat:29,compil:[8,17,38,46,47,53],complaint:17,complet:[8,9,10,12,14,18,22,23,27,30,67,68],complex:[9,25,35],complic:[8,29],compos:[12,15,29],composenotalign:12,composit:29,compress:22,comput:[8,9,15,16,18,37,56,57,79,80],computation:8,conat:8,concat:[52,81],concaten:9,concept:[7,15,29,34,37],concern:15,concurr:[18,25],cond:31,condit:[8,22,67],conf:[4,8,39,49,61,68,72,74,81],conf_paddle_gradient_num:68,conf_paddle_n:68,conf_paddle_port:68,conf_paddle_ports_num:68,conf_paddle_ports_num_spars:68,confid:8,confidence_threshold:8,config:[6,8,9,20,28,40,44,55,61,62,63,65,66,67,68,73,76,78,79,80,81],config_:[21,63],config_arg:[62,63,65,74,76,79,80],config_bas:[7,8,14],config_fil:79,config_gener:[61,78],config_lay:55,config_len:23,config_pars:[4,55],config_proto:23,configprotostr:39,configur:[8,14,21,23,25,26,55,72,74,81],confirm:28,conflict:[37,54],confront:81,conll05st:79,conll:[12,79],connect:[9,26,67,76],connectionist:[8,80],connor:80,consequ:[8,9],consid:[7,8,10],consider:9,consist:[7,8,12,22,35,38],const_cast:56,constraint:37,construct:[7,15,37,38],constructbackwardgraph:30,constructoptimizationgraph:30,constructor:[37,38],consum:18,contact:25,contain:[2,7,8,9,11,12,14,15,22,34,37,38,53,67,68],content:[23,28],content_len:23,context:[2,8,9,12,37,52,56,57,66],context_attr:9,context_len:[8,9,76],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,76],continu:[7,18],contrast:8,control:[6,67,81],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:[15,38],convent:23,convert:[2,4,12,20,35],convlay:8,convolut:[8,9,12],convoper:8,convtran:8,convtranslay:8,cool:54,coordin:[18,23],copi:[14,15,22,25,28,30,78],core:[6,33,34],corpora:81,corpu:[12,79],correct:8,correctli:[7,12],correspoind:15,correspond:[15,17,31,38],corss_entropi:15,cos:[8,38],cosin:[8,38],cosineop:38,cosineopproto:38,cosineopprotomak:38,cost:[10,14,15,30,40,44,78,80,81],cost_id:8,could:[8,12,14,15,16,22,34,35],count:[7,18,26,35,60,63,65,67,78,79,80,81],counter:[18,22,30],cours:[7,26],cpp:[16,21,29,32,33,34,39,49,55,60,68,76,78,81],cpu:[2,6,8,16,26,34,36,42,53,56,57,60,65,67,68,79],cpuinfo:42,cpuplac:[56,57],cpusparsematrix:33,crash:[18,60],creat:[6,8,12,14,15,16,18,23,27,28,29,30,34,44,54,55,67,68],create_bias_paramet:55,create_doc_str:38,create_ifelseop:31,create_ifop:31,create_input_paramet:55,create_op:56,create_oper:29,create_python_ops_creatation_funct:38,createfromconfigproto:4,createop:38,creation:29,creator:[12,20],credenti:28,crf:79,critic:80,crlf:54,crop:74,crop_siz:74,cross:[8,39,46,47,76],cross_entropi:[8,15],cross_entropy_with_selfnorm:8,crt:[27,66],csc:55,cslm:81,csr:55,ctc:7,ctc_evalu:7,ctest:[42,53,54,56],ctrl:[53,61,78],ctx:[56,57,79],ctx_0:79,ctx_0_slot:79,ctx_n1:79,ctx_n1_slot:79,ctx_n2:79,ctx_n2_slot:79,ctx_p1:79,ctx_p1_slot:79,ctx_p2:79,ctx_p2_slot:79,cub:73,cuda:[17,53,60,61,63],cuda_dir:[62,63],cuda_so:[39,42],cuda_visible_devic:39,cudaconfigurecal:60,cudadevicegetattribut:60,cudaeventcr:60,cudaeventcreatewithflag:60,cudafre:60,cudagetdevic:60,cudagetdevicecount:60,cudagetdeviceproperti:60,cudagetlasterror:60,cudahostalloc:60,cudalaunch:60,cudamalloc:60,cudamemcpi:60,cudaprofilerstart:60,cudaprofilerstop:60,cudaprofilestop:60,cudaruntimegetvers:60,cudasetdevic:60,cudasetupargu:60,cudastreamcr:60,cudastreamcreatewithflag:60,cudastreamsynchron:60,cudeviceget:60,cudevicegetattribut:60,cudevicegetcount:60,cudevicegetnam:60,cudevicetotalmem:60,cudnn:[8,11,17],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[62,63],cudnn_convt:8,cudnn_dir:[62,63],cudnnv5:41,cudrivergetvers:60,cuinit:60,cumul:8,curl:66,curli:30,current:[2,8,17,18,21,23,34,37,66],current_word:52,currentcost:[76,78,80,81],currentev:[76,78,80,81],curv:15,custom:[15,26],custom_batch_read:35,cutoff:12,cxx_compil:[46,47],cxx_flags_minsizerel:[46,47],cycl:18,cyclic:8,cython:32,dalla:2,dan:79,dandroid_abi:46,dandroid_arm_mod:46,dandroid_arm_neon:46,dandroid_standalone_toolchain:46,darwin:66,dat:[20,61,78],data:[2,7,9,10,14,15,16,20,21,22,27,30,34,37,38,39,42,44,49,52,57,61,62,67,68,69,72,73,74,76,78,79,80,81],data_config:4,data_dir:[72,73,80,81],data_fil:40,data_lay:[2,21,39,40,49,73,76,79],data_read:[12,35],data_reader_creator_random_imag:35,data_typ:[12,44,52],databas:12,datacent:[20,28],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:8,dataprovid:[1,39,40,61,68,76,78,79],dataprovider_:76,dataprovider_bow:76,dataprovider_emb:76,dataproviderconvert:4,datasci:8,dataset:[20,26,35,44,52,74,77,80,81],date:79,db_lstm:79,dcmake_install_prefix:[46,47],dcmake_system_nam:[46,47],dcudnn_root:41,ddim:57,dead:18,deb:54,debian:42,debug:[16,28],decai:10,decar:12,decayr:21,decent:22,decid:[15,25,35],declar:8,decod:[8,9,51,52,81],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],deep:[8,25,30,60,73,74],deer:73,def:[2,4,8,12,15,16,20,26,29,35,38,39,40,44,49,52,55,56,68,74,76,79],defalut:8,default_decor:68,default_devic:65,default_valu:[31,65],defect:34,defer:25,defin:[2,8,9,12,14,15,17,18,25,29,35,37,38,39,44,56,76],define_py_data_sources2:[2,39,40,73,74,76],defini:81,definit:[16,18,22,38,72],definiton:29,degre:8,delet:[26,27,54],delimit:[7,78],delta:[8,16],delv:8,demand:18,demo:[4,8,12,61,67,69,72,73,74,76,78,80,81],dens:[8,12,23,24,78],dense_arrai:12,dense_vector:[2,4,12,40,44],dense_vector_sequ:12,dep:[17,56],depend:[17,18,26],deploi:8,deprec:8,deriv:[5,15],desc:38,descent:[8,18],describ:[15,17,22,34,38,67],descript:[7,17,68],deseri:[14,34],desgin:30,design:[8,12,21,32],desir:[18,67],destin:[23,28],destruct:37,det_output:7,detail:[6,7,8,9,10,16,22,26,28,37],detect:54,detection_evalu:7,detection_output:7,determin:[8,12],dev:[39,42,53,54,73,81],develop:[17,34,36,54,81],deviat:6,devic:[6,34,39,42,57,65],device_context:56,device_context_:56,devicecontext:56,deviceid:65,devid:8,dez:80,dict:[2,7,12,14,39,49,68,78,80,81],dict_dim:[39,49,80],dict_fil:[7,49,79],dict_siz:[12,21],dictionari:[2,7,8,12,14,15,16,39,76,81],dictrionari:76,dictsiz:81,did:34,diff:54,diff_mat:16,differ:[7,8,14,17,18,23,25,37],differenti:29,difficult:[7,16],digit:8,dilat:8,dilation_i:8,dim0:56,dim1:56,dim:[8,12,21,55,56,57,72,80],dim_:57,dimens:[5,8,11,12,39,57],dimes:8,dir:[46,61,68,74,78,79,80,81],direct:[8,9],directli:[9,17,24,26,34,38],directori:[8,17,20,25,27,28,54,60,67],disabl:39,discard:[12,18,22,54,63],discount:8,discov:18,discuss:[15,22,23,24],dispatch:34,displai:[26,28],disput:81,dist:[36,39],dist_train:[15,26],distanc:7,distinguish:17,distribut:[8,22,23,24,25,63,69,70],distribute_test:[62,63],disucss:15,divid:[10,38],diy_beam_search_prob_so:[62,63],dmkl_root:41,do_forward_backward:35,doc:[4,12,42,56,58,68],doc_cn:58,docker:[36,39,42,54,67,68,69,70],docker_build:15,docker_push:15,dockerfil:[42,53,54,68],dockerhub:42,document:[9,16,27,30],documentari:2,doe:[9,18,22,23,25,26,34,35],doesn:[6,8,12,15,35],dog:[73,74],doing:[21,25,30],don:[9,15,17,29,30,35],done:[7,8,9,17,18,22,23,54,60,68],dot:[56,81],dot_period:[63,65,68,73,78,80,81],dotmuloper:8,dotmulproject:8,doubl:[8,30,56,63],down:60,download:[12,17,18,21,25,27,67],download_cifar:73,doxygen:54,dozen:17,dpython_execut:39,dpython_include_dir:39,dpython_librari:39,drive:37,drop:9,drop_rat:6,dropout:[6,9],dropout_r:8,drpi_arm_neon:47,drpi_toolchain:47,drwxr:67,dst:23,dtoh:60,dtype:[4,40,74],dubai:81,due:[22,25],dummi:[14,22],durat:22,dure:[2,8,9,18,22,25,26,81],dwith_c_api:[33,46,47],dwith_gpu:[41,47],dwith_profil:60,dwith_python:[33,47],dwith_swig_pi:[33,46,47],dwith_test:56,dwith_tim:60,dynam:[2,23,33,35],dynamic_cast:55,each:[2,7,8,9,11,12,14,16,17,18,21,22,23,25,26,30,31,34,35,37,38,78],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,eas:[12,35],easi:[16,35],easier:[15,35],easili:[15,35,37],ec2:66,echo:[39,42,78,80],edit:7,edu:[12,67,73],effici:8,efg:8,eigen:56,eigen_use_gpu:56,eigenmatrix:57,eigentensor:57,eigenvector:57,either:[8,12,14,15],electron:67,elem_dim:8,element:[7,8,9,12,14,16,22,31,35,56],element_typ:23,elif:[15,38],els:[15,21,26,37,38,42,49,55,74],emac:53,emailweixu:17,emb1:[21,49],emb2:[21,49],emb:[39,49,67,76],emb_group:49,emb_sum:39,embed:[15,21,52,72,78,80],embedding_lay:[21,39,49,76],embedding_nam:[8,52],embedding_s:[8,52],empir:8,emplace_back:55,emploi:38,empti:[7,12,18,40],enabl:[6,8,17,22,53,60],enable_grad_shar:[62,63],enable_parallel_vector:63,enc_proj:[9,52],enc_seq:9,enc_vec:52,encapsul:23,encod:[9,22,49,81],encoded_proj:[9,52],encoded_sequ:[9,52],encoded_vector:52,encoder1:49,encoder1_expand:49,encoder1_rep:49,encoder2:49,encoder2_rep:49,encoder_last:8,encoder_s:52,encount:21,end:[7,8,14,34,35,37,52,54,79,80],end_pass:15,end_po:8,enditer:[14,15,44],endpass:[14,15],endpoint:[12,20],endtrain:15,engin:26,english:[8,81],enlarg:56,ensembl:9,ensur:[18,37],entir:[8,9,23,25],entiti:[7,37],entri:[12,22,26],entropi:[8,76],entry_point:26,enumer:[5,39],env:[39,68],environ:[15,39,60,67],eol:54,eos_id:[8,52],epsilon:10,equal:[8,9,18,49,56],equat:[7,8,9,10,56],equival:[8,15,38],error:[6,7,8,9,10,15,16,22,28,37,39,56,63,76,78,80,81],error_clipping_threshold:6,especi:9,essenc:15,essenti:[8,15],estim:[8,15],eta:67,etc:[7,12,35,37,81],etcd:[12,14,18,22,23,25],etcd_addr:23,etcd_endpoint:12,eth0:[61,68],eval:[7,76,78,80,81],eval_bleu:81,evalu:[8,13,14,25,60,61,78,80,81],evaluate_difficult:7,evaluate_pass:80,even:[15,35],evenli:23,event:[44,67],event_handl:[14,15,44],everi:[7,8,9,12,15,16,18,22,23,25,30,37,38],evid:34,exactli:[8,9],exampl:[7,8,9,10,12,14,26,28,29,30,34,35,74],exc_path:39,exceed:8,except:[8,12,25,30],exchang:34,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exe:66,exec:42,execut:[17,18,22,26],executioncontext:[56,57],exist:[15,18,28,35,38,57,80],exit:[23,28,67],expand:49,expand_a:[8,48,49],expand_lay:49,expand_level:[8,48],expandconvlay:8,expandlevel:48,expans:8,expect:8,expert:17,expir:18,explain:[7,18,29,30],explan:[8,16,26,37],explicit:55,explicitli:15,explor:8,exponenti:5,expos:24,express:15,ext:8,extend:7,extens:25,extent:33,extern:[17,32,33],external_librari:17,extra:[6,8,9],extra_lay:14,extraattr:[6,65],extraattribut:8,extraattributenon:8,extract:[7,8,34,72,74,79],extract_fea_c:74,extract_fea_pi:74,extralayerattribut:[6,9],extralayeroutput:9,extrem:8,f1205:39,f120da72:67,fa0wx:67,fabric:61,face:17,facotr:8,factor:[6,8,10],factori:32,fail:[18,22,39,63,67],failur:[18,23],fake_imag:35,falloc:27,fals:[6,7,8,9,10,12,16,31,35,39,40,44,49,52,55,56,65,67,72,76,79,80,81],false_block:31,false_label:35,false_read:35,faq:71,fast:[8,22,60],faster:[8,9,18],fault:[14,22],fbd1f2bb71f4:67,fc1:[55,65],fc2:65,fc3:65,fc4:65,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[38,39,40,49,65,76,78],fc_layer_nam:9,fc_mat:14,fc_op:38,fc_output:38,fc_param:39,fc_param_attr:9,fclayer:55,fcop:29,fdata:[49,79],fea:74,fea_output:74,feat:80,featur:[2,5,8,12,54,74,78,79],feature_a:39,feature_b:39,feature_map:78,feed:[9,14,15,30,44],feeder:12,fernan:80,festiv:2,fetch:[12,18,21,39,54],few:[17,18,35],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,38,78],fifth:30,figur:[15,17,72,81],file1:81,file2:81,file:[2,7,8,12,14,15,17,18,20,22,23,25,26,27,28,33,35,54,56,74,77,80,81],file_list:2,file_nam:[40,49,74,76,79],filenam:[2,20,39,78],fileoffset:27,filer:8,filesystem:[25,26,27],fill:[8,18,22],filter:[8,9],filter_s:[8,9],filter_size_i:8,find:[8,10,18,25,37],find_var:16,findvar:37,fine:[6,22,29],finish:[18,22,25,26,38,67],first:[8,14,15,18,22,25,26,28,30,38,56,57,76],first_seq:52,firstli:[7,8],firstn:12,firstseen:67,fit:12,fix:[6,32,54],flag:12,flatten:57,flexiabl:35,flexibl:[8,9,15,23,30],flight:81,float32:[4,12,29,35,40,56,74],floor:8,flow:36,folder:[17,20,26,28,81],follow:[7,8,9,10,12,14,15,16,17,18,22,26,29,30,35,37,38,69,70],forbid:15,force_load:32,forget:[10,15],fork:8,form:[8,9,10],format:[7,12,14,16,22,54,55],former:[15,17],formula:[8,9,16],formular:8,forward:[5,8,9,16,21,23,34,55],forward_op:16,forwardactiv:55,forwardtest:4,found:[8,37],four:[7,30],frame:7,framework:[15,37,38,56],free:12,french:81,frequenc:12,frequent:[22,35],fresh:25,friend:37,frog:73,from:[2,4,7,8,9,12,14,16,17,18,20,21,22,23,28,29,30,34,35,37,39,40,42,51,56,57,60,67,72,73,76,78,79,80,81],from_no_sequ:[8,48],from_sequ:[8,48],from_tar:14,fromfil:[35,40,74],fulfil:60,full:[8,18,25],full_matrix_project:[9,49,52],fulli:76,fullmatrixproject:8,fullsiz:21,fully_matrix_project:9,fullyconnectedlay:55,func:[2,12,22],funciton:9,functor:29,further:[8,38],futur:[8,25],fvs:38,gain:8,gamma:74,gan:15,gangliao:17,gate:[8,9],gate_act:[8,9,49],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,34,56],gauss:6,gcc:[32,42,46,47,53],gce:66,gcepersistentdisk:66,gcreators_:38,gen:[8,81],gen_conf:81,gen_data:81,gen_result:81,gender:[12,68,78],gener:[2,7,8,9,12,14,15,17,18,20,22,23,25,29,35,38,60,65,68,72,81],generated_word_embed:8,generatedinput:[8,51,52],genr:[68,78],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,22,23,25,26,27,37,38,55,67,73,78,79,80],get_all_op_proto:38,get_batch_s:79,get_best_pass:80,get_config_arg:[65,80],get_data:[67,76,79],get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:80,get_input_lay:55,get_model:74,get_movie_title_dict:12,get_numeric_gradi:16,get_output:16,get_sample_from_lin:39,get_shap:14,get_tensor:16,get_word_dict:12,getbatchs:55,geteigendevic:57,getenv:[15,26,68],gethostbynam:68,gethostnam:68,getidmap:68,getinput:55,getinputgrad:55,getinputvalu:55,getmat:21,getoptconfig:21,getoutputgrad:55,getoutputvalu:55,getparam:21,getparameterconfig:21,getparameterptr:55,getparameterspars:21,getparametersremot:21,getplac:[56,57],getpodlist:68,getsiz:55,gettask:22,gettranspos:55,getw:55,getweight:55,getwgrad:55,gildea:79,gist:9,git:[36,39,42,47,53,54],github:[9,17,30,42,47,53,54,74],give:[2,18],given:[8,12,14,23,25,29,35],glide:17,global:[6,15,17,18,34,37,38,53,60],global_learning_r:6,globalstat:60,globalstatinfo:60,globe:2,glusterf:66,gnueabihf:47,go_librari:17,go_test:17,goal:30,gob:22,godep:17,godoc:32,goe:[8,9,18,37],going:29,golang:17,good:[8,35],goodfellow13:8,googl:[15,39,46],googleapi:66,got:37,gprotos_:38,gpu:[6,8,11,16,26,34,36,39,42,53,56,60,65,74,79,80,81],gpu_id:[39,63,65],gpugpu_id:62,gpuplac:56,grab:18,grad:[16,23,63],grad_share_block_num:[62,63],grad_var_nam:16,gradient:[6,7,8,10,14,18,22,30,34,63,68,76],gradient_check:56,gradient_clipping_threshold:[6,76,80],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,33],gradientcheck:56,gradientmachin:[4,14,33,34,68,78,81],gradientmachine_:21,grain:29,gram:72,grandient:14,graph:[8,14,17,18],grave:80,greater:8,grep:[42,80],groudtruth:52,ground:[7,8,81],group:[9,22],group_input1:52,group_input2:52,group_input:[49,52],grouplen:[12,77],gru:[8,76],gru_bias_attr:9,gru_decod:52,gru_decoder_with_attent:52,gru_encoder_decod:[72,81],gru_layer_attr:9,gru_memori:9,gru_siz:76,gru_step:52,gru_step_lay:9,grumemori:[9,52],gserver:[8,55],gsizex:60,guard:21,guid:[27,67],gur_group:9,gzip:[22,67],hadoop:15,handi:17,handl:[12,15,26,34,35,37],handler:14,handwrit:80,happen:[22,38],harvest:76,has:[7,8,9,10,12,15,16,17,18,22,23,25,31,38,60,79],has_kei:14,hassubseq:49,have:[8,9,12,15,16,17,18,22,23,25,26,29,30,31,34,35,37],hdf:20,head:[56,80],header:[23,33,40,74],height:[8,12,32,35,55,56],held:18,hello:15,help:[4,28,54],helper:[8,9],henc:37,here:[6,7,8,9,12,15,17,18,24,28,30,35,38],heurist:[8,81],hidden:[8,9,39],hidden_a:39,hidden_b:39,hidden_dim:49,hidden_s:9,hierach:51,hierarch:[8,49],high:6,higher:29,highest:12,highli:12,him:15,hint:4,histor:29,hl_get_sync_flag:55,hold:[15,18,22,24,37,38,57],holder_:57,home:[20,28,61,67,68],honor:22,hook2:49,hook:[6,49,79],hookattr:6,hookattribut:6,horizont:8,hors:73,horst:80,host:[17,26,61,67],host_c:[46,47],hostnetwork:68,hostpath:[66,67,68],hot:76,hous:[2,12],how:[6,8,15,18,22,28,29,34,38],howardjohnson:49,howev:[8,9,25,34,35,38],howto:68,hpp:32,html:[12,73],htod:60,http:[8,9,12,17,26,30,42,46,47,53,54,66,67,73,74,77,81],huber:8,huge:8,huina:80,human:8,hyper:8,hyperplan:12,i0601:78,i0706:81,i0719:81,i1116:68,i1117:60,ib0:61,ics:12,icwsm:80,id_input:7,idea:[8,17,35],identityoffsetproject:8,identityproject:8,idmap:68,ids:[7,8,39,78],idx:[22,55],ieee:80,ies:28,ifelseop:31,ifop:31,ight:8,ignor:[2,8],ijcnlp:80,illustr:[7,18,23,29],ilsvrc:74,imag:[11,12,15,30,35,42,53,54,67,68,69,70,73,74,81],image_a:35,image_b:35,image_classif:73,image_fil:35,image_lay:35,image_list_provid:74,image_nam:15,image_path:35,image_provid:73,image_reader_cr:35,image_s:74,imagenet:[8,20],imagepullpolici:68,imageri:8,images_reader_cr:35,imagin:30,imdber:80,img:[2,8,73],img_conv_lay:9,img_pool_lay:9,img_siz:73,imgsiz:60,imgsizei:60,imgsizex:60,immutable_paramet:15,implement:[8,9,10,12,22,23,24,25,26,29,32,33,34,37,38],implemet:21,impli:17,improv:8,inarg:[4,21],inc_path:39,includ:[7,8,9,12,15,17,23,26,32,33,38,46,47,54,56,60],incorpor:8,incorrect:8,increas:[18,22,39],increment:30,incupd:55,inde:[12,35],independ:[8,16,23,37],index:[7,8,11,12,14,16,18,22,49,78],indexslot:8,indic:[7,8,23],individu:18,industri:18,ineffici:34,infer:[15,18,32],inferior:25,infershap:[56,57],infershapecontext:[56,57],infiniband:61,info:[7,8,12,44,49,55,61,68],inform:[8,12,14,26,28,37],ininst:15,init:[6,14,44,55,68,79],init_from_tar:14,init_hook:[49,76,79],init_model_path:[62,63,65,72,76,79],initi:[2,6,8,9,12,14,17,22,30,38,63,76],initial_max:[6,39],initial_mean:[6,8,39],initial_min:[6,39],initial_std:[6,8,39],initpaddl:4,inlcud:9,inlin:57,inner:[39,49],inner_:49,inner_mem:49,inner_param_attr:9,inner_rnn_output:49,inner_rnn_st:49,inner_rnn_state_:49,inner_step:49,inner_step_impl:49,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:57,input1:[8,9,57],input2:8,input:[2,5,7,8,9,11,12,14,16,21,25,29,30,31,34,35,37,38,39,40,44,48,49,51,52,55,56,57,65,68,72,73,76,78,79,81],input_conf:8,input_data:55,input_data_target:55,input_featur:5,input_fil:[40,79],input_hassub_sequence_data:55,input_id:8,input_imag:[9,73],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:[39,40,49,76],input_valu:16,input_var:16,inputbuff:21,inputdef:55,inputlayers_:55,inputs_to_check:16,inputtyp:12,insert:54,insid:[7,8,18,34,35],instal:[8,26,36,39,46,47,54,61,67,73,78],instanc:[8,16,18,20,24,31],instanti:18,instead:[8,9,11,17,21,26,30,35],instruct:30,int32:63,int64:27,integ:[2,7,8,12,22,26,32,44,76],integer_sequ:39,integer_valu:[2,12,39,44,49,76],integer_value_sequ:[2,12,49,52,76,79],integer_value_sub_sequ:49,integr:[7,79],inter:8,intercept:8,interchang:30,interfac:[6,8,9,14,22,26,28,34,61],intergr:8,intermedi:28,intern:[8,9,14],internet:[17,18],interpret:7,interv:8,introduc:[8,18,37,38],intuit:25,invalid:[35,37],invoc:[17,29],invok:[2,8,14,34,38,60],iob:7,ioe:7,ip_str:68,ipc:66,ips:68,ipt:[8,38,39,49,52],ipython:15,is_gener:[72,81],is_kei:78,is_loc:14,is_predict:[76,80],is_seq:[8,52],is_stat:6,is_tensor:38,is_test:[74,79,80],is_train:2,isinst:[4,44],ispodallrun:68,isspars:55,issu:17,issue_numb:54,item:[8,12,14,25,35,68],iter:[2,8,9,10,12,14,15,18,35],its:[2,8,9,14,15,18,22,30,34,37,38,60],itself:[9,18,25,37],ivs:38,java:32,jeremi:60,jie:[79,80],jmlr:8,job:[12,25,61,62,63,65,66,68,74,76,79,80,81],job_dispatch_packag:61,job_id:12,job_mod:72,job_nam:[26,68],job_namespac:68,job_path:68,job_path_output:68,job_workspac:61,jobnam:68,jobpath:68,jobselector:68,jobserv:26,johan:80,join:[18,49],joint:81,jointli:[9,81],journal:[79,80],jpg:74,json:[61,67,78],jth:9,jupyt:[26,42],just:[5,7,8,9,12,17,22,23,34,37],jypyt:15,k8s:68,k8s_data:68,k8s_job:15,k8s_token:15,k8s_train:68,k8s_user:15,kafka:20,kaim:8,kaimingh:74,kebilinearinterpbw:60,kebilinearinterpfw:60,keep:[8,12,18,30,37,38],keep_top_k:8,kei:[2,12,14,16,18,20,22,27,38,53,54,60,66,68,78],kept:8,kernel:[8,16,56,57],key1:63,key2:63,keyword:68,kill:18,kind:[15,16,18,24,30,66,67,68],kingsburi:79,know:[9,15,22],known:29,kriz:[12,73],ksimonyan:9,kube:66,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeadm:66,kubectl:[66,67,68],kuberent:18,kubernet:[15,18,59,61,68,69,70],kubernetes_service_host:15,kwarg:[2,9,10,12,38,49,76,79],l1_rate:6,l2_rate:6,l2regular:[73,76,80],l93:21,label:[2,7,8,10,12,14,30,35,39,40,44,49,67,73,74,76,79,80],label_dict:79,label_dim:[8,49,76],label_fil:[35,79],label_lay:35,label_list:79,label_path:35,label_slot:79,labeledbow:80,labelselector:68,lag:63,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,30,37,72],larg:[11,12,54,81],larger:[6,7,8],largerthan:38,last:[7,8,9,48,49],last_seq:49,last_time_step_output:8,lastseen:67,latenc:8,later:[17,57],latest:[8,17,18,25,39,67,68],launcher:15,layer1:[8,9,48],layer2:[8,48],layer3:8,layer:[4,6,7,9,11,12,13,14,21,30,31,35,38,44,48,51,52,55,74,76,79],layer_0:55,layer_attr:[8,52,65],layer_num:[65,74],layer_s:8,layer_typ:8,layerbas:55,layerconfig:55,layergradutil:55,layermap:55,layeroutout:8,layeroutput:9,layers_test:39,lbl:[7,73],ld_library_path:61,learn:[6,7,8,9,10,12,15,23,25,30,35,42,60,73,74,79,80,81],learnabl:14,learning_method:[40,72,73,76,80,81],learning_r:[6,23,39,40,72,73,76,80,81],leas:18,least:[7,8,18],lecun:12,left:8,legal:38,leman:81,len:[2,8,23,27,49,55,68,76,79],length:[8,9,12,23,67],leq:8,less:[8,15],less_than:15,let02:67,let:[7,8,15,25,29,30],level:[6,8,29,51],lgtest:17,lgtest_main:17,lib64:[39,42,61,63],lib:[33,41,46,47],lib_path:39,libapi:17,libari:33,libcuda:[39,42],libjpeg:73,libnvidia:[39,42],libpaddl:[32,33,54],libpaddle_capi:33,libpaddle_gserv:33,libpaddle_math:33,libprotobuf:39,librari:[8,17,24,33,61,63],life:18,lifetim:37,lightweight:29,like:[7,8,12,17,18,21,26,29,30,35,37,74],limit:[8,12,39,60],linaro:47,line:[2,7,12,17,21,26,28,30,39,49,54,65,79],line_count:39,linear:[8,44],linearactiv:40,linguist:79,link:[8,9,17,27,28,37,51,80],linux:[27,42,46,47,53,66],linux_x86_64:36,lipeng:72,lipton:80,list:[1,2,7,8,9,12,14,15,17,22,26,28,31,34,37,40,61,65,73,74,76,78,79,80,81],listen:18,littl:23,lium:81,liwicki:80,load:[8,15,18,40,68,74,79,80,81],load_data_arg:4,load_featur:74,load_feature_c:74,load_feature_pi:74,load_missing_parameter_strategi:[62,63,65,72,79],loadparamet:4,loadsave_parameters_in_pserv:[21,62,63],loc:7,local:[6,14,16,18,24,25,30,41,58,61,62,63,68],local_scop:16,localhost:[42,66],localip:68,localpath:28,locat:[8,14,17],lock:[17,18,22,23],log:[22,28,39,55,61,63,67,68,73,78,79,80,81],log_barrier_abstract:[62,63],log_barrier_lowest_nod:[62,63],log_barrier_show_log:[62,63],log_clip:[62,63],log_error_clip:[62,63],log_period:[63,65,67,68,73,76,78,79,80,81],log_period_serv:[62,63],logarithm:5,logger:[2,49],logic:[25,34,37],logist:76,longer:18,look:[2,7,26,30],lookahead:8,loop:[16,35,37],loss:[8,76],low:8,lower:8,lpaddle_capi_shar:33,lpaddle_capi_whol:33,lstm:[8,49,52,67,76],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,49],lstm_group_input:49,lstm_input:49,lstm_last:49,lstm_layer_attr:9,lstm_nest_group:49,lstm_output:49,lstm_size:76,lstm_step:9,lstmemori:[9,49,52],lstmemory_group:[8,49],ltr:8,mac:[33,42,46],machan:9,machin:[8,9,12,14,51,80,81],machine_transl:52,maco:53,macro:29,made:[18,23],mai:[8,16,35,37],main:4,mainli:24,maintain:[8,22],majel:17,major:81,make:[2,7,8,15,17,18,22,23,25,30,34,35,46,47,53,54,55,56,60,80],make_ddim:57,make_function_oper:29,make_vari:38,man:27,manag:[14,18,23,24,28,37],mandarin:8,mani:[8,9,17,22,34,37,38],manner:8,manufactur:81,manylinux1_x86_64:36,mao:80,map:[7,8,12,14,15,22,37,38,44],map_read:12,mapper:12,mapreduc:15,marcu:80,mark:[30,37,79],mark_slot:79,market:80,martha:79,mask:[6,8],master:[15,25,36,66,80],mastermind:17,mat:[32,33],mat_cache_row:21,mat_norm:21,mat_normal_shar:21,mat_param_attr:9,mat_sparse_row:21,mat_sparse_row_auto_grow:21,mat_sparse_row_id:21,mat_sparse_row_prefetch:21,mat_sparse_row_prefetch_full_s:21,mat_value_shar:21,match:[8,17],math:[9,32,55,56,60],math_funct:56,matirx:8,matmul:56,matplotlib:73,matrix:[7,8,9,12,14,21,32,33,55,56],matrixptr:55,matrixtyp:33,mattyp:21,max:[6,8,12,16,48,60,65,78],max_diff:16,max_id:[8,14],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,maxid_evalu:7,maxim:8,maximum:[7,8,12,23],maxinum:11,maxpool:8,mayb:[8,9],md5:[12,19],mean:[6,7,8,9,10,11,12,14,17,35,37,39,63,74,78],mean_img_s:73,mean_meta:74,mean_meta_224:74,mean_valu:74,mechan:[8,9,24],meet:79,mem:[8,26,49],member:[12,15,30,34,37],memcpi:[34,60],memori:[9,21,22,26,52,57,60,67],memory_boot:9,memory_nam:8,memory_test:53,memory_threshold_on_load_data:[62,63],mention:[17,22],mere:9,merg:[8,23,25,34,54],mergedict:[72,81],messag:[30,54,67],meta:[61,73,74,78],meta_config:[61,78],meta_gener:[61,78],meta_path:73,metadata:[27,67,68],metal:66,metaphor:30,metaplotlib:15,method:[2,8,10,14,16,25,30,37,81],mfs:68,might:[8,17],million:12,min:[6,8,60,65,78],min_pool_s:[2,39],min_word_freq:12,mini:[8,12,14,18],mini_batch:35,minibatch:[8,30,31],minikub:66,minim:10,minimum:8,minsizerel:[46,47],minut:[18,25],mip:46,mirror:17,mislead:23,miss:79,mix:[9,52],mixed_lay:[9,49,79],mixed_layer_attr:9,mixedlayertyp:8,mkdir:28,mkl:41,mkl_root:41,ml_data:[61,78],mnist:[2,4,20,30,35],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:35,mnist_train:[2,35],mnist_train_batch_read:35,mnt:68,mod:79,mode:[8,14,54,68,80],model:[8,9,12,14,18,19,30,65,72,73,76,78,79,80,81],model_config:4,model_list:[63,65,79,80],model_output:80,model_path:65,model_zoo:[72,74],modifi:[8,54],modul:[2,9,12,14,29,40,56,73,74,76],modulo:8,momentum:[6,37,39,44,76],momentumoptim:[40,73],mon:67,mono:8,month:[17,81],mood:80,moosef:66,more:[7,8,9,12,15,16,17,18,22,25,26,28,29,30,35,39,60],morin:8,mose:[80,81],moses_bleu:81,mosesdecod:80,most:[8,12,15,17,25,30,35],mount:26,mountpath:[67,68],move:[8,18,22,28],movi:[2,12,78],movie_categori:12,movie_id:[68,78],movie_info:12,movie_review:12,movieinfo:12,movielen:77,moving_average_fract:8,mpi:61,mse:30,much:[8,18,35],mul:[29,55,56],mul_grad:56,mul_op:56,mulgradkernel:56,mulkernel:56,mulop:[29,56],mulopgrad:56,mulopmak:56,multi:[8,34,74,81],multi_binary_label_cross_entropi:8,multi_crop:74,multigradientmachin:34,multinomi:8,multipl:[7,8,9,12,14,15,16,22,23,25,29],multipli:[7,8],multiprocess:12,must:[5,7,8,9,12,23,31,35,38,55,56,57],mutabl:57,mutable_data:[56,57],my_standalone_toolchain:46,mypaddl:[67,68],name:[2,6,7,8,9,11,14,15,16,18,20,21,23,26,29,33,36,38,40,42,44,49,52,55,60,65,66,67,68,69,70,73,76,78,81],name_prefix:20,namespac:[32,55,56,66,67,68],nativ:8,natur:[22,25],nchw:8,ndarrai:[14,20],ndcg:8,ndcg_num:8,ndk:46,nearli:16,necessari:[8,23,25,34,38],need:[7,8,9,12,15,16,17,21,22,23,25,26,28,29,34,37,38,39,60,68],neg:[2,7,8,79,80],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,ner:7,nest:[8,12],net:[8,9,37,80],net_conf:80,net_diagram:74,network:[4,6,7,8,10,12,13,14,15,16,18,21,35,37,38,44,49,61,65,68,72,73,74,79,80,81],network_config:65,neural:[8,9,10,12,14,15,18,37,49,51,72,79,80,81],neuralnetwork:34,never:[12,35,37,67,68],newest:23,newvar:37,next:[2,8,12,18,24],nfs:68,nfsdir:68,nginx:42,ngram:12,nic:[61,62,63,68],nil:22,nine:12,nlp:8,nltk:12,nms_threshold:8,nms_top_k:8,nmt:81,nnz:55,no_cach:2,no_grad_set:[16,56],no_sequ:[2,8,44,78],noah:80,noavx:42,node0:68,node:[8,17,25,66,67,68],node_0:68,node_1:68,node_2:68,nodebook:42,nodefil:61,nois:[8,18],non:[8,18],none:[2,4,6,7,8,9,10,11,14,15,16,38,40,52,74],norm:9,norm_by_tim:8,normal:[8,9,12,67,68,74],notat:8,note:[6,8,9,11,14,15,21,22,26,35,57,80],notebook:26,noth:[5,14,37,54],notingradi:56,notori:16,novel:80,now:[8,12,17,18,37,51],np_arrai:12,nproc:53,ntst1213:81,ntst14:81,nullptr:[37,55],num:[8,9,61,63,68,79,80,81],num_channel:[8,9,73],num_chunk_typ:7,num_class:[8,9,73],num_filt:[8,9],num_gradient_serv:[62,63],num_group:8,num_neg_sampl:8,num_parameter_serv:15,num_pass:[14,40,44,62,63,65,67,68,76,78,79,80,81],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:20,number:[7,8,12,18,20,35,38,81],numchunktyp:7,numdevices_:65,numeric_grad:16,numlogicaldevices_:65,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,20,35,40,44,56,74],numreal:21,numsampl:60,numtagtyp:7,numtimeout:22,nv_:17,nv_gpu:53,nv_librari:17,nv_test:17,nvcc:[17,42],nvidia:[39,42,53],obei:7,obj:[2,39,40,73,74,76,78],object:[2,6,8,9,10,12,14,15,21,32,37,60],observ:[8,10],obtain:25,obvious:17,occup:[68,78],occur:[12,14,16],oct:67,odd:8,off:[33,41,42,46,47,53,54],offer:38,offici:[8,17],offlin:[18,20],offset:[8,21,78],often:21,ograd:55,old:[16,23,25],omit:[39,76],on_init:2,onc:[8,18,22,30],one:[2,5,7,8,9,10,11,12,14,15,16,18,21,22,23,25,26,29,31,34,35,37,76,79,80],one_host_dens:78,one_hot_dens:78,onehotcrossentropyopkernel:56,ones:29,onli:[7,8,9,11,14,15,16,17,21,22,23,24,25,26,28,30,31,34,38,49,51],onlin:[8,10,18,20,35],only_cpu:16,op_:56,op_check:56,op_class:38,op_librari:56,op_maker_class:38,op_proto:38,op_test_util:56,opattrcheck:56,opcreat:38,opdesc:[30,38],open:[2,8,15,20,35,39,40,49,74,79],openbla:41,openblas_root:41,oper:[8,9,10,12,16,30,31,37,56,57],operartor:57,operator_grad:16,operatorbas:[29,38,56],operatorwithkernel:56,opinion:80,opkernel:[56,57],opmak:38,opproto:56,opprotoandcheckermak:56,opprotomak:[38,56],opregist:38,opregistri:38,ops:[16,17,30,56],ops_test:17,opt:[15,38,41,68],optestmeta:56,optim:[6,13,14,16,34,39,44],option:[7,8,15,17,38],optyp:38,order:[8,9,12,14,30,35,68],ordereddict:14,org:[7,8,9,12,20,27,42,77],organ:[7,8],orient:38,origin:[8,12,16,37,54],other:[7,8,9,12,18,23,28,37,38],otherchunktyp:7,otherwis:[8,12,15,18,23,25,35],our:[15,17,37],out:[8,14,15,17,22,25,31,49,51,52,56,57,73],out_dir:68,out_left:8,out_mem:52,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:49,outer_mem:49,outer_rnn_st:49,outer_rnn_state_:49,outer_step:49,outlier:8,outout_lay:14,outout_layer1:14,outout_layer2:14,output:[5,6,7,9,11,12,14,15,16,20,25,28,29,30,31,35,37,38,39,40,49,52,56,57,61,65,67,68,72,73,74,76,78,79,80],output_:8,output_dir:74,output_fil:79,output_id:8,output_lay:[14,74],output_max_index:11,output_mem:[8,52],output_nam:16,output_num:31,output_path:20,outputbuff:21,outputh:8,outputw:8,outsid:[2,8,9,37],outv:55,over:[8,9,14,15],overlap:[7,8],overlap_threshold:[7,8],overrid:[18,28,56,57],overview:[22,23,24],overwrit:28,own:[23,25,38],packag:[12,22,26,29,36,39],pad:9,pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,20,26,28,29,30,31,32,33,34,38,40,42,44,52,53,54,55,56,58,60,61,65,67,68,72,73,76,78,79,80,81],paddle_begin_init_param:23,paddle_dir:56,paddle_element_typ:23,paddle_element_type_float32:23,paddle_element_type_float64:23,paddle_element_type_int32:23,paddle_element_type_int64:23,paddle_element_type_uint32:23,paddle_element_type_uint64:23,paddle_enforce_eq:[56,57],paddle_error:[32,33],paddle_exampl:26,paddle_finish_init_param:23,paddle_get_param:23,paddle_gradi:23,paddle_init_param:23,paddle_job:26,paddle_matrix:[32,33],paddle_matrix_cr:33,paddle_matrix_get_shap:32,paddle_matrix_shap:32,paddle_n:[61,68],paddle_new_etcd_pserver_cli:23,paddle_new_pserver_cli:23,paddle_on_cloud:26,paddle_output:67,paddle_paramet:23,paddle_port:[61,68],paddle_ports_num:[61,68],paddle_ports_num_for_spars:61,paddle_ports_num_spars:68,paddle_process_by_paddl:68,paddle_pserver2:61,paddle_pserver_cli:23,paddle_pserver_client_releas:23,paddle_root:72,paddle_save_model:23,paddle_send_grad:23,paddle_server_num:68,paddle_source_root:72,paddle_train:[33,36,61,68],paddledev:[39,42,67,68],paddlepaddl:[8,9,12,14,17,18,20,23,24,25,26,27,28,29,30,35,36,37,39,42,52,53,54,60,61,69,70,72,79],pair:[7,8,30],pakcag:17,palceholder_just_ignore_the_embed:72,palmer:79,paper:[8,81],para:[21,72],paraconvert:72,parallel:[60,65,67,68,81],parallel_nn:[6,62,63],param:[6,8,9,12,16,23,34,57],param_attr:[8,9,21,39,40,52],param_config_proto:23,paramattr:[6,8,39,40,52],paramet:[7,9,10,11,12,13,16,17,19,21,25,28,30,35,37,38,44,63,68,78,79,80,81],parameter_attribut:8,parameter_block_s:[62,63],parameter_block_size_for_spars:[62,63],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:21,parameterattribut:[6,8,9,21],parameterclient2:68,parameterclient_:21,parametermap:55,parametermutex_:21,parameters_:55,parameterserver2:21,parameterset:15,parameterupdat:34,parameterupdater_:21,parametris:10,paramutil:78,paraphras:[72,81],paraphrase_data:72,paraphrase_model:72,paraphrase_modeldata:72,paraspars:55,parent_:37,pars:[12,17,53],parse_config:4,parse_known_arg:68,parsefromstr:39,parser:68,part:[7,8,25,80],partial:[8,14],partial_sum:8,particular:30,partit:[18,20],paserv:68,pass:[2,8,14,18,34,35,37,39,40,44,54,60,63,65,67,68,73,76,78,79,80,81],pass_id:[14,44],pass_idx:35,passtyp:55,past:15,patch:27,path:[7,12,14,18,22,23,26,35,46,47,61,63,66,67,68,79,80],pattern:[12,18,32,80],paul:79,paus:[18,25],pave:81,pdf:[8,9],pem:[15,20],pend:[18,22],penn:79,per:[7,8,12,18,23,35],perform:[8,9,23,34,60,62],period:[18,25,63,79,80,81],perl:[80,81],peroid:8,persistentvolum:66,persistentvolumeclaim:[66,68],person:[7,15],perturb:16,pfs:[20,28],pfsclient:20,pfspath:28,pid:66,piec:[8,9],pillow:[26,73],pip:[36,39,54,61,73,78],pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[2,18,25,56,57],placehold:57,plain:[7,8,26,33],plan:18,platform:[46,56,57],pleas:[6,8,9,10,15,18,22,23,24,35,39,68],plot:[15,73],plotcurv:73,plu:[8,16],png:73,pnpairvalid:62,pod:[20,26,66,67,68],podip:68,podlist:68,point:[18,26,57,60],pointer:[23,37,57],polar:12,poll:80,pollut:25,pool3:55,pool:[9,13],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:[9,39,76],pooling_typ:[8,39,48,76],poolingtyp:11,popul:23,popular:17,port:[17,61,62,63,67,68],port_num:62,ports_num:[63,68],ports_num_for_spars:[21,62,63,65,68],pos:[78,80],pose:18,posit:[2,7,8],positive_label:7,posix:66,possibl:[15,22],post:[26,27],potenti:60,practic:8,pre:[8,9,12,15,23,72,80,81],pre_dictandmodel:72,precis:7,precision_evalu:7,pred:79,predetermin:8,predic:[12,79],predicate_dict:79,predicate_dict_fil:79,predicate_slot:79,predict:[2,4,7,8,10,14,39,61,72,73,74,76,78,79,80],predict_fil:[62,63],predict_output_dir:[62,63,76],predict_sampl:4,prediction1:14,prediction2:14,predin:73,prefer:66,prefetch:[21,55],prefix:[7,18,20],pregrad:55,premodel:72,prepar:[16,26,34,69],preprocess:[12,61,72,73,76,78,80,81],present:[15,54],preserv:28,prev_batch_st:[62,63],prevent:[10,15,18,22,25],previou:[8,9,14,18,28],previous:8,price:12,primari:30,principl:[15,17],print:[4,6,14,15,40,44],printallstatu:60,printer:7,printstatu:60,priorbox:8,prite:7,privat:[33,37,38,54,57],prob:[7,14],probabilist:[8,72],probabl:[7,8,14],problem:[8,10,15,16,17,25,30],proc:42,proce:[12,18,35],proceed:[8,79],process2:49,process:[2,6,8,9,12,15,20,21,22,25,38,39,40,49,68,76,78,79],process_num:12,processdata:[73,74],processor:60,prod:[42,54],prodict:8,produc:[8,9,12,18,35],product:26,productgraph:67,profil:[28,60],proflier:60,prog:68,program:[12,15,20,23,25,30,35,37,60,68],progress:[18,22],proj:8,project:[8,9,26,33],promis:[8,9],prompt:28,prone:15,prop:79,propag:10,proposit:79,protect:[38,55,56],proto:[11,38,56],proto_:38,protobuf:[14,26,30,38,39],protocol:7,protomak:56,provid:[8,12,15,23,26,38,39,40,49,62,76,79],prune:8,ps_desir:18,pserver:[14,21,23,24,26,61,62,63,68],pserver_addr:23,pserver_cpu:26,pserver_id:19,pserver_mem:26,pserver_num_thread:[21,62,63],pserver_spec:14,pseudo:[15,26],psize:55,ptr:33,pull:[17,30,36,42],purpos:[8,18,60],push:68,push_back:55,put:[17,18,21],pwd:[42,53,54],py_paddl:[4,39,58],py_test:56,pybind:56,pydataprovid:39,pydataprovider2:[2,4,40,68],pyramid:8,pyramid_height:8,python:[14,15,24,29,30,32,34,36,39,42,52,53,54,55,56,58,61,72,73,74,78,79,80,81],pythonpath:[39,73],pzo:80,queri:[8,81],question:[8,15,38],quick:67,quick_start:[26,67,68,69,76],quick_start_data:67,quickstart:67,r14b:46,r_t:8,rac:8,rais:12,ramnath:80,ran:60,rand:[60,63,65,79],random:[6,8,12,20,34,35,40,56],random_imag:20,randomli:25,rang:[8,12,20,35,38,68,76],rank:[8,15,74,76],rare:2,raspberri:47,raspberrypi:47,raspbian:47,rate:[6,7,9,10,12,23,61,68,78],rather:26,ratio:[8,63],raw:8,raw_meta:78,rdma_tcp:[62,63],reach:18,read:[2,12,14,15,18,20,35,40,74],read_from_realistic_imag:15,read_from_rng:15,read_lock:19,read_mnist_imag:15,read_next_from_fil:39,read_ranking_model_data:15,reader:[14,20,30,44],reader_cr:20,reader_creator_bool:35,reader_creator_random_imag:[12,35],reader_creator_random_image_and_label:[12,35],readi:[18,67],readlockguard:21,readm:[33,54,78,80],readwritebuffer_:21,real:[8,21,35],real_process:2,realist:15,reason:[9,15,16,18,67],recal:7,receiv:[18,26],recognit:[8,74,80],recommend:[9,15,61,68,78],record:[12,22,38,79],recordio:[12,15,20,22],recov:18,recoveri:22,rectangular:8,rectifi:8,recurr:[37,49,50,56,79,80],recurrent_group:[9,49,51,52],recurrent_lay:9,recurrentgradientmachin:33,recurrentgroup:7,recurs:[17,28],recvparametertyp:21,reduc:10,ref:78,refactor:[30,34],refer:[6,8,9,10,16,18,22,23,24,37,41],referenc:[8,22],reference_cblas_root:41,refine_unknown_arg:68,reflect:22,reg:38,region:[8,37],register_gpu_profil:60,register_lay:55,register_op:[29,38,56],register_op_cpu_kernel:56,register_op_gpu_kernel:56,register_op_without_gradi:56,register_tim:21,register_timer_info:60,registerop:38,registri:[26,67],regress:8,regular:[6,73,76,80],rel:[9,16,25,56],relat:[18,25,26,37],releas:[36,46,47,66,79],reli:16,reliabl:18,relu:8,rememb:8,remot:[6,17,21,54,61,63,65],remoteparameterupdat:[21,24],remov:[12,28,54],renam:28,reorgan:8,repeat:[30,38],repeatedli:30,replac:[17,22],replicaset:26,repo:17,report:22,reportdataset:22,repositori:[8,46],repres:[8,9,22],represent:[8,23,30],request:[17,18,21,25,36,67,81],requir:[7,8,15,18,23,25,26,28,38,61,78],res5_3_branch2c_bn:74,res5_3_branch2c_conv:74,res:79,research:[12,73],reserv:28,reserveoutput:55,reset:[8,18],reshap:[16,35],reshape_s:8,residu:74,resiz:[21,56,57],resnet_101:74,resnet_152:74,resnet_50:74,resolv:[17,54,67],respons:[8,21,34,67],rest:[8,26,27],restart:[18,23,67],restartpolici:[67,68],restor:16,restrict:37,resu:35,result:[2,5,7,8,14,16,22,30,60,76,81],result_fil:7,resum:25,retriev:37,return_seq:9,reuqest:36,reus:[25,35],rev:53,reveal:15,revers:[8,9,51,52],review:[12,54,67,80],reviews_electronics_5:67,rewrit:[17,81],rgb:8,rgen:80,rho:10,right:[8,16,17,26],rkt:[26,53],rmsprop:76,rnn:[8,9,37,51,52,62,80],rnn_bias_attr:52,rnn_layer_attr:52,rnn_out:52,rnn_state:49,rnn_state_:49,rnn_step:8,rnn_use_batch:[62,63],rnnlm:12,robot:73,robust:8,role:[12,15,22,23,79,80],roman:80,root:[10,11,42,61,67,68,72],root_dir:61,rot:8,routledg:80,row:[7,8,12,21],row_id:8,rpc:22,rpcserver:22,rpi:47,rpi_arm_neon:47,rpi_toolchain:47,rstrip:68,rtype:[8,12],rule:[7,30],run:[15,16,17,18,26,29,30,37,39,42,53,54,57,60,61,67,68,69,70,78],runinitfunct:[60,68],running_on_cloud:26,runtim:[2,39],safe:26,sai:[8,30],same:[2,7,8,9,14,15,16,22,23,25,29,37,49,57,76],samping_id:8,sampl:[2,7,12,38,76,78,80,81],sample_id:7,sample_num:7,santiago:80,satifi:7,satisfi:17,save:[2,8,12,14,18,20,22,23,26,30,67,78,79,80,81],save_dir:[40,63,65,67,68,73,76,78,79,80,81],save_only_on:[62,63],saving_period:[62,63,68],saving_period_by_batch:[62,63,65],saw:2,sbin:42,scalar:8,scale:[5,38,56],scaleop:56,scaleopmak:56,scalingproject:8,scan:22,scatter:8,schedul:[22,26],scheduler_factor:6,scheme:[7,21],schmidhub:80,schwenk:81,scienc:80,scope:16,score:[7,8,78],script:[12,58],seaplane_s_000978:73,search:[8,18,37,52,81],seat:81,second:[8,15,28,35,37,38,56,76],sed:80,see:[8,9,15,18,39],seed:[60,63],seem:17,segment:7,sel_fc:8,selcet:8,select:8,selected_indic:8,selectiv:8,selector:67,self:[16,55,56],selfnorm:8,semant:[12,15,36,79,80],semat:15,sen_len:79,send:[18,23,38],send_back_parameter_typ:21,sendbackparameterspars:21,sendbackparametertyp:21,sendparameterrequest:21,sendparameterrespons:21,sensit:8,sent:[15,23,38,67],sentanc:39,sentenc:[2,8,12,49,52,79],sentence_last_state1:49,sentence_last_state2:49,sentiment:[2,79,80],sentiment_data:80,sentiment_net:80,sentimental_provid:2,sentimental_train:2,separ:[7,23,29,78],seq:[8,12,49,78],seq_pool:[8,48],seq_silc:8,seq_text_print:7,seq_to_seq_data:[72,81],seq_typ:12,seqlastin:49,seqtext_evalu:7,seqtoseq:[8,39,72,81],seqtoseq_net:[8,72,81],sequel:2,sequenc:[2,5,7,8,9,11,12,30,39,44,49,51,76,78,80,81],sequence_conv_pool:76,sequence_group:8,sequence_layer_group:49,sequence_nest_group:8,sequence_nest_layer_group:49,sequencegen:49,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,44],sequenti:[8,79],seri:[9,49,80],serial:[14,22,34],server:[15,17,21,24,25,61,63,66,68],serverless:18,set:[2,6,7,8,9,12,14,15,16,18,26,31,37,39,40,49,53,57,60,61,67,72,73,74,76,79,80,81],set_active_typ:55,set_default_parameter_nam:6,set_drop_r:55,set_float_el:16,set_input:8,set_output:31,set_siz:55,set_typ:55,setdefault:56,setq:53,settotalbyteslimit:39,setup:[36,55,56],sever:[7,8,16,21,34],sgd:[10,14,15,18,26,34,40,44,61,62,80],shall:17,shape:[8,12,14,16,44],shard:[18,19,20,21,22,23,25],share:[8,17,33,34,79],shared_bia:9,shared_bias:8,shared_librari:17,shared_ptr:[32,33,37,57],shift:8,ship:73,shold:80,shorten:8,should:[6,7,8,12,14,15,16,23,26,29,31,34,35,38,51,56],should_be_fals:15,should_be_tru:15,should_shuffl:[2,49,79],show:[7,10,18,28,53,79,80,81],show_check_sparse_distribution_log:[62,63],show_layer_stat:[62,63],show_parameter_stats_period:[62,63,65,67,79,80,81],shown:[8,15],shuf:[39,78],shuffl:[12,39],side:[8,14,34],sigint:61,sigmod:38,sigmod_op:38,sigmod_output:38,sigmoid:[8,38],sigmoidactiv:[9,49],sign:27,similar:[8,35],similarli:[8,12],simpl:[5,7,8,9,12,14,30,37,38,68],simple_attent:52,simple_gru:[52,76],simple_lstm:[8,76],simple_rnn:[8,52],simpler:34,simpli:[8,15,23],simplifi:[15,38],sinc:[8,18,22,24,25,35],singl:[7,9,12,18,37],sinlg:14,site:17,size:[2,7,8,9,10,12,14,18,20,21,23,31,35,38,39,40,44,49,52,55,56,57,73,74,76,80,81],size_a:8,size_b:8,size_t:[21,55],skip:[35,40,54,74],sleep:68,sliceproject:8,slide:[8,10,12,18],slope:8,slopeinterceptlay:8,slot:[78,79],small:[12,16],small_messag:[62,63],small_vgg:73,smaller:[8,16,18],smart:37,smartli:8,smith:80,smooth:8,snap:67,snapshot:[19,25],snippet:29,sock:26,sock_recv_buf_s:[62,63],sock_send_buf_s:[62,63],socket:68,softmax:[8,9,15,31,39,52,55,76],softmax_param:39,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[39,49,76],solv:15,some:[6,8,12,14,15,17,21,22,23,25,26,29,30,37],some_c_api_funct:33,some_inst:33,some_python_class:32,somecppclass:32,somedata:14,somegotyp:32,someth:[8,21],sometim:[8,10,35],somewhat:23,somewher:37,soon:18,sort:[8,12,68,80],sourc:[8,12,16,17,28,33,35,81],source_dict_dim:52,source_language_word:52,space:[7,8],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,12,21,39,55,61,63,65,68],sparse_binary_vector:[2,12,39,44],sparse_binary_vector_sequ:12,sparse_float_vector:[2,44],sparse_non_value_slot:12,sparse_remot:21,sparse_upd:[6,21,39],sparse_value_slot:12,sparse_vector:[12,39],sparse_vector_sequ:12,sparseparam:55,sparseprefetchrowcpumatrix:55,spatial:8,spec:[67,68],special:[8,23],specif:[17,18,28,37],specifi:[7,8,15,21,22,23,26,28,37,38],speech:8,speed:9,sphinx:[32,42,58],split:[2,8,25,49,61,78,79],split_count:68,sqrt:8,squar:[8,10,11],square_error_cost:[40,44],squarerootnpool:8,squash:54,srand:63,src:[17,56,68,81],src_backward:52,src_dict:39,src_dict_path:39,src_embed:52,src_forward:52,src_root:4,src_word_id:52,srl:[12,79],ssd:8,ssh:[42,61],sshd:42,sstabl:15,stabil:16,stabl:[36,66],stacked_lstm_net:80,stacked_num:80,stackexchang:8,stage:[17,24,54],stake:81,stale:18,standalon:46,standard:6,stanford:[12,16,67],star:17,start:[8,14,17,18,21,22,23,25,26,34,39,54,63,67,68],start_paddl:68,start_pass:[62,63],start_po:8,start_pserv:[62,63],startpaddl:68,startup:[18,26],stat:[60,63,79,80,81],state:[8,9,18,37,51,67],state_act:[8,9,49],statement:30,statfulset:68,static_cast:57,staticinput:[8,51,52],statist:8,statset:60,statu:[26,54,60,67,68],status:67,std:[14,17,21,32,33,37,38,55,56,57,63],stderr:61,stdout:61,step:[8,9,11,18,23,30,34,38,49,51,52],stepnet:37,stepout:49,still:[22,25,31],stochast:[10,18,22,25],stock:80,stop:8,storag:[27,66],store:[7,8,12,14,16,17,21,34,37],str:[14,26,65,68],strategi:[11,18,63,79],street:[8,79],strict:35,stride:[8,9],stride_i:8,stride_x:8,string:[2,7,8,14,22,28,37,38,55,56,63],strip:[39,49,79],struct:[22,23,27,33,38],structur:22,stuff:54,stun:2,style:[8,38],sub:[7,8,12,15,25,34],sub_nest_seq:8,sub_sequ:[2,8,44],subcommand:28,subgradi:10,subnet:15,subobjectpath:67,subseq:[48,51],subsequ:8,subsequenceinput:[8,49],succeed:[22,67],success:[8,23,67],successfulcr:67,sudo:[53,73],suffic:35,suffix:26,suggest:[8,17],sum:[8,10,16,19],sum_:8,sumpool:[8,39],support:[6,7,8,11,12,16,18,25,26,29,34,35,49],suppos:[17,29],suppress:[8,28],sure:80,surpass:8,svs:38,swagger:27,swap_channel:74,swig:[24,32,33],swig_paddl:4,symbol:[8,33],symlink:54,sync:18,syncflag:55,synchron:[10,18,22],syntax:35,sys:74,sysroot:46,system:[17,18,23,25,27,29,39,80],t2b:72,tab:76,tabl:[7,8],tableproject:8,tag:[7,12,39,42],tagtyp:7,tainer_id:68,take:[2,7,8,9,15,17,18,25,30,31],talk:23,tanh:[8,9,52,55],tanhactiv:[9,49],tar:14,target:[8,12,14,17,81],target_dict_dim:52,target_dictionary_dim:8,target_language_embed:8,target_language_word:52,target_link_librari:17,targetinlink:[8,49],task:[7,8,38,79],task_queu:22,taskentri:22,taskqueu:22,tbd:[24,49],tconf:80,tcp:63,tear:60,technic:18,tee:[67,73,79,80,81],tell:[18,22,23,38],tellig:80,templat:[29,38,56,57,67,68],tempor:8,temporari:26,tensor:[16,17,56],tensor_s:16,tensor_test:17,tensor_to_check:16,term:[8,9,18],termin:67,tesh:79,test100:12,test10:12,test1:20,test:[1,2,8,12,14,15,16,17,33,35,36,54,55,56,57,60,61,63,65,73,74,76,78,79,80,81],test_:56,test_all_data_in_one_period:[67,73,78,79,80],test_compar:39,test_comparespars:39,test_comparetwonet:39,test_comparetwoopt:39,test_config_pars:39,test_cpu_gpu_compar:56,test_data:[4,81],test_fcgrad:55,test_gpuprofil:60,test_ignore_i:56,test_ignore_x:56,test_layergrad:55,test_list:[2,39,40,73],test_mul_op:56,test_networkcompar:39,test_norm:56,test_part_000:80,test_pass:[62,63,65,81],test_period:[62,63,65],test_predict:39,test_pydataprovid:39,test_pydataprovider2:39,test_pydataproviderwrapp:39,test_ratio:78,test_recurrent_machine_gener:39,test_recurrentgradientmachin:[39,49],test_swig_api:39,test_train:39,test_traineronepass:39,test_wait:[62,63],testa:15,testb:15,testbilinearfwdbwd:60,testcas:56,testconfig:55,tester:[78,81],testfcgrad:55,testfclay:55,testlayergrad:55,testmulgradop:56,testmulop:56,testq:15,testresult:14,testutil:55,text1:28,text:[2,7,9,12,15,72,80,81],text_conv:76,text_conv_pool:78,text_fil:[12,80],tflop:60,tgz:12,than:[6,7,8,9,18,26,29,39],thei:[8,15,17,18,23,25,28,38,60],them:[7,8,9,15,16,17,18,21,26,29,35,37,38,60],themselv:17,therein:8,thi:[2,6,7,8,9,10,12,14,15,16,17,18,21,22,23,24,25,26,29,30,34,35,38,60,80],thing:2,think:[15,17],third:[8,18],third_parti:[8,46,47],those:[17,18,29,30,79],thought:17,thread:60,thread_local_rand_use_global_se:[62,63],threadid:65,threadloc:60,three:[7,8,16,18,30,34,35,74],threshold:[6,7,8,18,22,63],through:[8,17,18,22,24],throughput:60,thu:[8,25],tier:67,time:[8,9,11,12,15,16,17,18,22,25,29,35,38,49,60,63,67,68,80],timelin:8,timeout:[18,22],timeout_sec:12,timer:60,timestamp:[8,19],timestep:[8,37],titl:[12,68,78],tls:27,tmp:2,to_no_sequ:[8,48],to_sequ:[8,48,49],to_your_paddle_clone_path:58,todo:[7,8,10,12,18,22,25,38],toend:8,togeth:[8,9,12,14],token:[7,8,15,52,80],toler:[14,16],too:[12,16],tool:[46,47,58,68],toolchain:[46,47],top:[7,14,74],top_k:7,toplevel:53,topolog:[15,18,34],topolopi:14,toronto:[12,73],total:[14,18,35,60,67,81],total_pass:35,touch:80,tourist:81,track:[18,22,54],tractabl:8,tradit:8,trail:12,train100:12,train10:12,train:[1,2,6,7,8,10,12,20,22,23,25,30,34,39,40,44,52,61,63,65,67,68,69,70,72,73,74,76,78,79,80,81],train_arg:68,train_args_dict:68,train_args_list:68,train_conf:[72,81],train_config_dir:68,train_data:81,train_i:44,train_list:[2,39,40,73,74],train_part_000:80,train_read:44,train_x:44,trainabl:8,trainer:[2,4,15,19,20,21,22,24,34,40,44,55,63,65,68,79,80,81],trainer_config:[1,2,4,40,61,67,68,76,78,80],trainer_config_help:[2,39,40,55,73],trainer_count:[39,62,63,65,67,68,78,79,80,81],trainer_cpu:26,trainer_cr:26,trainer_gpu:26,trainer_id:[63,68],trainer_intern:21,trainer_mem:26,trainer_packag:26,trainerconfighelp:39,trainerid:[25,68],trainerintern:[76,78,81],trainonebatch:21,tran:55,transact:[18,22,80],transform:8,transform_param_attr:9,translat:[8,9,72,81],transpos:8,transposedfullmatrixproject:8,travel:2,travers:30,travi:54,treat:[8,23],treatment:23,tree:[8,68],trg:81,trg_embed:52,tricki:32,trigger:[25,34],trim:8,truck:73,true_block:31,true_imag:35,true_label:35,true_read:35,truth:[7,8,81],tune:[6,8,62],tupl:[8,12,14,35],ture:8,turn:[8,35,51],tutori:[67,68,69,70,72,81],tweet:80,twine:36,twitter:80,two:[7,8,9,15,23,24,25,26,28,30,35,37,38,56,57,60],txt:[2,17,26,28,55,56,61,66,76,78,80],type:[2,7,8,9,11,12,15,18,21,22,25,26,27,28,32,33,35,38,40,44,49,52,55,56,57,65,67,74,76,78,79],type_nam:38,typedef:[23,32,33],typeid:38,typenam:[29,38,56,57],typic:7,ubuntu:36,ubyt:35,uci:12,ufldl:8,uid:67,uint32:27,uint64:32,uint64_t:32,unawar:23,unclear:25,unconstrain:80,under:[17,22],understand_senti:52,undeterminist:60,unidirect:8,uniform:[6,8,12,20,35],uninstal:39,uniqu:[15,18,25,26,37],unique_ptr:[37,55],unit:[8,9,17],unittest:[33,39,56],univ:81,unix:61,unk:[72,81],unk_idx:79,unknown:8,unlik:8,unordered_map:37,unseg:8,unsign:23,unsup:80,unsupbow:80,unsupport:56,until:[18,23,37,68],untrack:54,unzip:46,updat:[6,8,10,18,22,23,27,34,37,54,61,65],update_equ:[14,44],update_hook:6,updatecallback:55,upgrad:39,upload:[18,26,27,36],upon:18,upper:8,upstream:[39,54],url:[12,80],urls_neg:80,urls_po:80,urls_unsup:80,usag:[7,8,9,14,34,68],use:[6,7,8,9,11,12,14,15,16,17,18,24,31,34,37,38,54,56,60,68,74,79,80,81],use_cpu_only_op:56,use_etcd:14,use_global_stat:8,use_gpu:[4,39,44,62,63,65,67,68,73,74,76,78,79,80,81],use_jpeg:73,use_no_kenrel_op:56,use_old_updat:[21,62,63],use_op:56,use_seq:[40,78],use_sparse_remote_updat:21,used:[2,7,8,9,10,11,12,14,15,16,17,18,24,25,34,35,37,38,60,80],useful:[8,9,16,37],usegpu:55,user:[6,8,9,12,14,15,16,17,20,22,25,26,28,29,30,35,37,38,66,78],user_id:[68,78],user_info:12,user_nam:20,usercert:20,userinfo:12,userkei:20,usernam:[20,54],uses:[18,25,34],using:[6,8,9,12,14,15,17,18,22,23,25,26,28,29,35,37,38,56,79],usr:[39,41,42,61,63,68],usrdict:72,usrmodel:72,usual:[8,14,26,60],utc:77,util:[60,68,73,78],uuid:[19,25],v28:8,v7a:46,valid:[35,37],valu:[2,4,6,7,8,10,11,12,14,16,18,31,34,37,38,55,65,68,74,76,79],value1:63,value2:63,value_evalu:7,value_rang:12,vanilla:52,vardesc:30,variabl:[8,12,15,16,30,31,38,67],variablenamemap:56,varianc:8,variant:8,varproto:38,vars_:37,vector:[8,9,12,15,21,23,31,76,78],vendor:17,verb:12,verbos:28,veri:[8,11,17,22,29,34,37,73],version:[8,9,17,26,28,36,42,60,62,63],versu:15,vertic:8,vgg:[9,73],vgg_16_cifar:73,via:[18,35,54],view:8,virtualenv:53,visibl:[25,37],vision:73,visipedia:73,visit:14,visual:8,vlog:21,vocab:80,volum:[42,66,67,68],volumemount:[67,68],vutbr:12,wai:[7,8,9,15,23,25,81],wait:[10,18,23,68],wall:79,wangkuiyi:17,want:[2,8,9,15,26,31,35,37],warn:[28,39,68],warp:8,warpctc:8,watch:18,wbia:74,wei:[79,80],weight:[7,8,9,10,55,74],weight_act:9,weightlist:55,weights_:55,weights_t:55,welcom:17,well:[26,29],were:[7,17],wether:8,wget:46,what:[6,8,9,10,17,38,54],when:[2,6,7,8,12,14,16,17,18,21,22,23,26,28,34,60],where:[8,9,10,15,18,25,30,31],wherea:[22,29],whether:[7,8,9,14,35,80],which:[6,7,8,9,10,12,14,15,17,18,20,22,23,25,26,29,34,35,37,38,78],who:[29,30],whoever:23,whole:[2,7,12,32,33,38],whose:[8,12,18,25,31,38],why:[9,16,33,60],wide:17,width:[7,8,12,21,32,35,55,56,81],wiki:[8,17],wikipedia:[8,12],wilder:2,window:[8,11,12,53,66],wise:8,with_avx:[41,42,46,54],with_bia:38,with_c_api:[46,47],with_doc:41,with_dock:58,with_doubl:[41,55],with_dso:41,with_gpu:[41,42,46,53,54],with_profil:60,with_python:[41,46],with_rdma:[41,46],with_style_check:[41,54],with_swig_pi:[41,46],with_test:[41,42,54,56],with_tim:[41,60],within:[8,22],without:[7,8,18,23,35],wmt14:[52,81],wmt14_data:81,wmt14_model:81,wmt_shrinked_data:12,woboq:42,won:49,wonder:2,word2vec:[26,39],word:[2,7,8,12,30,38,39,49,51,76,79],word_dict:[49,76,79],word_dim:[49,76],word_id:[2,39],word_idx:12,word_slot:79,word_vector_dim:[8,52,72],words_freq_sort:12,work:[12,15,17,18,35,42,49,54,67,68],workspac:61,would:[14,17,18,25,29,30,34,35,79],wouldn:30,wrap:29,wrapper:[9,17,29,60],write:[12,15,18,25,29,35,79],write_lock:19,writelin:40,writer:15,wrong:35,wsj:79,wuyi:66,www:[8,12,73,81],x64:47,x86:[46,47],x86_64:46,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,39,42,55],xgbe0:63,xgbe1:63,xiaojun:80,xmap_read:12,xrang:[16,35,40,44,55],xxbow:80,xxx:[15,74,81],xxxx:19,y_neg:16,y_po:16,y_predict:44,yaml:[17,67,68],yancey1989:26,yann:12,yapf:54,yeild:14,yield:[2,12,15,20,35,39,40,44,49,79],yin:8,you:[2,6,8,9,14,16,26,37,74,80],your:[8,15,17,21,26,28,39,46,47],your_param_nam:39,your_repo:68,your_source_root:33,yourself:8,yuyang18:[8,10,12],zachari:80,zeng:80,zero:[6,8,10,12,16,18,34,63],zhou:[79,80],zip:[12,46,68,77],zoo:72},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","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","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","<no title>","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7f16\u8bd1PaddlePaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":68,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":81,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":72,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":78,"\u4e0b\u8f7d\u6570\u636e":67,"\u4e0d\u4f7f\u7528":32,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":32,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":32,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4e2d\u6587\u5b57\u5178":72,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":72,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":72,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":72,"\u4e3a\u4ec0\u4e48\u8981":53,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":60,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":60,"\u4ec5\u4ec5\u4f7f\u7528void":32,"\u4ecb\u7ecd":[72,74],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":54,"\u4efb\u52a1\u7b80\u4ecb":40,"\u4f18\u5316\u7b97\u6cd5":76,"\u4f7f\u7528":[54,67],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u4f7f\u7528\u6848\u4f8b":65,"\u4f7f\u7528\u6982\u8ff0":76,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":65,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":68,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":72,"\u4f7f\u7528\u8bf4\u660e":59,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":58,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":81,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":81,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":54,"\u4fee\u6539\u542f\u52a8\u811a\u672c":67,"\u4fee\u6539\u6587\u6863":58,"\u514b\u9686":54,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":33,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":60,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":55,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[46,47],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":61,"\u51c6\u5907\u6570\u636e":[40,78],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":68,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":61,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":39,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":39,"\u5206\u5272\u8bad\u7ec3":78,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":27,"\u5206\u652f\u89c4\u8303":36,"\u521b\u5efa\u672c\u5730\u5206\u652f":54,"\u521b\u5efajob":68,"\u521b\u5efapaddl":67,"\u5220\u9664\u672c\u5730\u5206\u652f":54,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":54,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":39,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":54,"\u5236\u4f5c\u955c\u50cf":68,"\u5236\u4f5cdocker\u955c\u50cf":67,"\u524d\u5411operator\u5355\u5143\u6d4b\u8bd5":56,"\u524d\u63d0\u6761\u4ef6":61,"\u52a0\u8f7dpaddlepaddl":44,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":39,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":63,"\u5355\u53cc\u5c42rnn":49,"\u5377\u79ef\u6a21\u578b":76,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":73,"\u539f\u56e0":32,"\u539f\u56e0\u5217\u8868":32,"\u53c2\u6570\u4fe1\u606f":74,"\u53c2\u6570\u5185\u5b58":39,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":63,"\u53c2\u6570\u6982\u8ff0":62,"\u53c2\u6570\u8bfb\u53d6":74,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":[27,80],"\u53c2\u8003\u8d44\u6599":60,"\u53cc\u5411lstm":80,"\u53cc\u5c42rnn":49,"\u53cc\u5c42rnn\u4ecb\u7ecd":51,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":51,"\u53cd\u5411operator\u5355\u5143\u6d4b\u8bd5":56,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":53,"\u53ef\u9009\u529f\u80fd":72,"\u540d\u8bcd\u89e3\u91ca":27,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":76,"\u5411\u91cf":63,"\u542f\u52a8\u4efb\u52a1":68,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":61,"\u5440":53,"\u547d\u4ee4\u884c\u53c2\u6570":76,"\u548c":48,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":73,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":65,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":57,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":72,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":44,"\u57fa\u672c\u539f\u7406":51,"\u57fa\u672c\u8981\u6c42":32,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":58,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":39,"\u5982\u4f55\u5199\u65b0\u7684oper":56,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":39,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":39,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":39,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":39,"\u5982\u4f55\u66f4\u65b0www":58,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":58,"\u5982\u4f55\u8d21\u732e":58,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":54,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":60,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":39,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":49,"\u5b50\u5e8f\u5217\u95f4\u6709memori":49,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":78,"\u5b89\u88c5":76,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":43,"\u5b89\u88c5\u6d41\u7a0b":43,"\u5b89\u88c5kubectl":66,"\u5b8c\u6574\u6559\u7a0b":75,"\u5b9a\u4e49operator\u7c7b":56,"\u5b9a\u4e49opkernel\u7c7b":56,"\u5b9a\u4e49protomaker\u7c7b":56,"\u5b9e\u73b0":32,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":56,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":55,"\u5b9e\u73b0\u65b9\u5f0f":33,"\u5b9e\u73b0\u8ba1\u7b97":57,"\u5b9e\u73b0c":[55,56],"\u5b9e\u73b0python\u5c01\u88c5":55,"\u5bfc\u51fac":32,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":65,"\u5c0f\u7ed3":2,"\u5de5\u5177":60,"\u5e38\u7528\u6a21\u578b":75,"\u5e76\u5b8c\u6210":54,"\u5efa\u7acb":54,"\u5f00\u53d1\u6807\u51c6":59,"\u5f00\u59cb\u5f00\u53d1":54,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":63,"\u5f15\u7528":79,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":76,"\u6027\u80fd\u4f18\u5316":59,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":60,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":60,"\u6027\u80fd\u8c03\u4f18":63,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":76,"\u603b\u4f53\u6d41\u7a0b":53,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":80,"\u6216\u8005\u662f":39,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":39,"\u62a5importerror":39,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":32,"\u63a5\u53e3":74,"\u63a8\u5bfc\u65b9\u7a0b":55,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":54,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":54,"\u63d0\u4ea4\u955c\u50cf":67,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":78,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":44,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":48,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[73,78,81],"\u6570\u636e\u63cf\u8ff0":79,"\u6570\u636e\u63d0\u4f9b":79,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":78,"\u6570\u636e\u652f\u6301":63,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":76,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":72,"\u6570\u636e\u96c6\u7279\u5f81":77,"\u6570\u636e\u9884\u5904\u7406":81,"\u6570\u6910\u4ecb\u7ecd":80,"\u6570\u6910\u51c6\u5907":80,"\u6574\u4f53\u65b9\u6848":68,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":27,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u6587\u672c\u751f\u6210":81,"\u6587\u672c\u751f\u6210\u6559\u7a0b":81,"\u6587\u6863":[42,71],"\u65b0\u624b\u5165\u95e8":45,"\u65f6\u5e8f\u6a21\u578b":76,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":49,"\u65f6\u95f4\u6b65":49,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":33,"\u672c\u5730\u6d4b\u8bd5":65,"\u672c\u5730\u8bad\u7ec3":65,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":54,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":46,"\u6784\u5efaraspberri":47,"\u67b6\u6784\u56fe":27,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":67,"\u67e5\u770b\u8f93\u51fa":68,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":27,"\u6848\u4f8b\u4e00":65,"\u6848\u4f8b\u4e8c":65,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":61,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":61,"\u6982\u5ff5\u7b80\u4ecb":56,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[48,51],"\u6a21\u5757":27,"\u6a21\u578b":74,"\u6a21\u578b\u4e0b\u8f7d":74,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":33,"\u6a21\u578b\u68c0\u9a8c":40,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":76,"\u6a21\u578b\u8bad\u7ec3":[73,81],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":78,"\u6a21\u578b\u914d\u7f6e":[49,59],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":49,"\u6ce8\u518coper":56,"\u6ce8\u610f\u4e8b\u9879":2,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[63,79],"\u6d4b\u8bd5\u6587\u4ef6":78,"\u6d4b\u8bd5\u6a21\u578b":80,"\u7279\u5f81":79,"\u7279\u5f81\u63d0\u53d6":74,"\u751f\u6210\u5e8f\u5217":52,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":81,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":51,"\u751f\u6210sparse\u6587\u4ef6":27,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":27,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":77,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":81,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":80,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":77,"\u76ee\u5f55\u7ed3\u6784":33,"\u76ee\u6807":27,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":58,"\u76f8\u5173\u6982\u5ff5":51,"\u77e9\u9635":63,"\u793a\u4f8b1":49,"\u793a\u4f8b2":49,"\u793a\u4f8b3":49,"\u793a\u4f8b4":49,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":39,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":78,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":79,"\u7a00\u758f\u8bad\u7ec3":65,"\u7b26\u53f7":32,"\u7b80\u4ecb":[66,81],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u7c7b":[32,55,56],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":44,"\u7ec3\u4e60":73,"\u7ec6\u8282\u63a2\u7a76":73,"\u7ec6\u8282\u63cf\u8ff0":63,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":61,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":40,"\u7ed1\u5b9apython":56,"\u7f16\u5199yaml\u6587\u4ef6":67,"\u7f16\u8bd1":56,"\u7f16\u8bd1\u548c\u5b89\u88c5":[46,47],"\u7f16\u8bd1\u548c\u6267\u884c\u5355\u5143\u6d4b\u8bd5":56,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":39,"\u7f16\u8bd1\u6d41\u7a0b":43,"\u7f16\u8bd1\u9009\u9879":33,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":41,"\u7f16\u8bd1paddlepaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":53,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":74,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u80cc\u666f":32,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":63,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":27,"\u89c2\u6d4b\u8bcd\u5411\u91cf":72,"\u8bad\u7ec3":[63,78,79],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":78,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":39,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[40,44,76,80],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":81,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":51,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":39,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":64,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":77,"\u8bcd\u5411\u91cf\u6a21\u578b":76,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":72,"\u8bcd\u6c47\u8868":49,"\u8be6\u7ec6\u6559\u7a0b":60,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":79,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":49,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":51,"\u8f93\u5165\u4e0d\u7b49\u957f":49,"\u8f93\u5165\u793a\u4f8b":51,"\u8f93\u51fa":51,"\u8f93\u51fa\u65e5\u5fd7":76,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":61,"\u8fd0\u884c\u5bb9\u5668":67,"\u8fd0\u884cdocker":39,"\u8fd0\u884cpaddlepaddl":42,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":32,"\u8fdb\u884c\u8bad\u7ec3":[20,67],"\u8fdb\u9636\u6307\u5357":59,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":66,"\u901a\u7528":63,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":42,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":76,"\u9047\u5230":39,"\u90e8\u7f72kubernetes\u96c6\u7fa4":66,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":76,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[46,47],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":52,"\u914d\u7f6e\u7f51\u7edc":44,"\u914d\u7f6ekubectl":66,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":66,"\u94a9\u5b50":54,"\u9644\u5f55":76,"\u968f\u673a\u6570":63,"\u96c6\u7fa4\u8bad\u7ec3":65,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":53,"\u975e\u6cd5\u6307\u4ee4":39,"\u9884\u5904\u7406":73,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":81,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":81,"\u9884\u6d4b":[73,74,76,79,80],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":81,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":49,"beam_search\u7684\u751f\u6210":49,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":41,"bleu\u8bc4\u4f30":81,"book\u4e2d\u6240\u6709\u7ae0\u8282":36,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":41,"class":34,"cmake\u6e90\u7801\u7f16\u8bd1":39,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":41,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"docker\u4f7f\u7528\u5165\u95e8":42,"filemanager\u8bbe\u8ba1\u6587\u6863":27,"float":39,"function":[17,29],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":65,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":60,"gpu\u955c\u50cf\u51fa\u73b0":39,"group\u6559\u7a0b":51,"import":39,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"kubernetes\u5355\u673a\u8bad\u7ec3":67,"meta\u6587\u4ef6":78,"meta\u914d\u7f6e\u6587\u4ef6":78,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"movielens\u6570\u636e\u96c6":77,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":78,"org\u6587\u6863":58,"paddle\u52a8\u6001\u5e93\u4e2d":32,"paddle\u53d1\u884c\u89c4\u8303":36,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":36,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":32,"paddle\u7248\u672c\u53f7\u4e3a0":39,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":42,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":41,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":42,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":47,"pod\u95f4\u901a\u4fe1":68,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u63a5\u53e3":74,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":39,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":76,"return":35,"rnn\u76f8\u5173\u6a21\u578b":50,"rnn\u914d\u7f6e":52,"tensor\u4f7f\u7528\u6837\u4f8b":57,"tensor\u5230eigentensor\u7684\u8f6c\u6362":57,"tensor\u6a21\u5757":57,Abs:5,For:17,The:[23,30,34],Using:[17,23],With:26,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,addto:8,aggreg:8,aggregatelevel:8,alalysi:21,algorithm:[16,18],all:37,api:[0,3,33,38],applic:3,argument:[28,35],arrai:16,associ:37,async:63,attent:52,attribut:6,auc:7,auto:16,avg:11,backgraound:16,backward:30,base:26,basepool:11,batch:35,batch_norm:8,batch_siz:35,beam_search:8,becaus:39,between:[15,38],bidirectional_gru:9,bidirectional_lstm:9,big:39,bilinear_interp:8,bla:41,block:30,block_expand:8,book:42,brelu:5,cach:2,can:37,capi:33,capi_priv:33,check:[8,16],checker:16,checkpoint:[18,19,25],choos:17,chunk:7,cifar:12,classif:7,classification_error:7,classification_error_print:7,client:23,clip:8,clone:54,close:16,cluster:24,cmake:17,code:26,column_sum:7,commit:54,compos:35,comput:30,concat:8,conclus:25,config:3,configur:13,conll05:12,connect:8,construct:30,content:[2,33,39,48,60],context_project:8,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:25,core:16,cos_sim:8,cost:8,cp27mu:39,creat:[35,37],creation:22,creator:35,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[39,41],cudnn:41,cudnnavg:11,cudnnmax:11,custom:35,dat:77,data:[8,12,18,35],datafeed:12,dataprovid:[3,63],dataset:[12,18,22],datatyp:12,decayedadagrad:10,decor:35,dens:25,deploi:26,descript:28,design:[15,16,18,22,23,24,25,29,30,34,35,37],destroi:37,detail:21,detect:[7,8],detection_map:7,detection_output:8,dictionari:35,dispatch:[18,22],distribut:[15,18,21,26],doc:[15,18,22,23,24,25,29,30,34,35],docker:[26,53],dotmul_oper:8,dotmul_project:8,driver:39,dropout:8,dylib:33,dynam:18,eigen:57,elect:25,embed:8,enough:16,entri:35,environ:26,eos:8,evalu:7,event:[14,15],exampl:[15,17,33],except:39,exp:5,expand:[8,48],expandlevel:8,explain:16,faq:39,fault:18,first_seq:[8,48],fork:54,form:38,format:18,forward:30,framework:[16,57],from:[15,25,38],full_matrix_project:8,fulli:8,gate:52,gated_unit:8,get_output:8,gpu:63,gradient:[16,23],gradient_print:7,graident:16,graph:30,group:8,gru:[9,63],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[15,32],happen:25,high:38,how:[16,21,35],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,ident:5,identity_project:8,illeg:39,imag:[8,9,26],imagenet:74,imdb:[12,80],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,17,21,35],infer:14,ingredi:15,ingress:27,init_hook:2,initi:23,input_typ:2,insid:37,instruct:39,insuffici:39,interact:38,interfac:[12,16,18,23,24,35,37],interpol:8,isn:35,issu:54,job:[18,26,67],join:8,kmax_sequence_scor:8,kubernet:[26,66,67],lambda_cost:8,larg:21,last_seq:[8,48],layer:[8,15,29],learnabl:8,leval:38,level:38,libpaddle_capi_shar:33,libpaddle_capi_whol:33,librari:23,linear:5,linear_comb:8,linux_x86_64:39,list:[19,35],local:37,log:5,logic:22,low:38,lstm:[9,63,79,80],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,manag:17,map:35,master:[18,22,26],math:8,mathemat:16,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,memori:[8,49,51],messag:[38,39],mini:35,minibatch:12,misc:8,mix:8,mnist:12,model:[3,13,15,21,23,25,52,74],modul:39,momentum:10,movi:77,movielen:12,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:35,multiplex:8,name:[37,39],nce:8,need:35,network:[9,52],neural:52,nlp:[9,63],norm:8,note:16,numer:16,numpi:16,nvprof:60,nvvp:60,object:18,onli:[35,37],oper:29,opproto:38,optim:[10,18,23,30],option:28,order:28,orthogon:37,output:8,overview:[25,37],packag:17,pad:8,paddl:[21,35,36,37,39,57],paddlejob:26,paddlepaddl:[15,58,71],parallel_nn:65,paramet:[6,8,14,15,18,23,24,26,34],parent:37,part:30,partit:23,path:[25,28],perform:63,persist:22,pfsclient:[27,28],pfsserver:27,platform:39,pnpair:7,point:39,pool:[8,11,48],power:8,pre:54,precision_recal:7,prefetch:35,prelu:8,print:7,process:[18,23,26],project:17,protocol:39,provid:[2,35],pserver:25,pull:54,push:54,python:[16,26,35,38],queue:[18,22],rank:7,rank_cost:8,rate:77,reader:[12,15,35],recoveri:18,recurr:[8,9,51,52],recurrent_group:8,ref:16,refer:2,regist:38,regular:23,reject:39,relu:5,remot:24,repeat:8,request:54,requir:17,reshap:8,resnet:74,retri:22,rmsprop:10,rnn:[49,63],rotat:8,row_conv:8,row_l2_norm:8,runtim:26,sampl:8,sampling_id:8,save:25,scale:[8,18],scale_shift:8,scaling_project:8,scope:37,select:23,selective_fc:8,sentiment:12,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:52,sequence_conv_pool:9,sequencesoftmax:5,server:[18,22,23,26],sgd:63,share:[15,37],should:37,shuffl:35,sigmoid:5,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:35,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,spars:[23,24,25],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:80,stanh:5,start:15,store:18,sub_nested_seq:8,subcommond:28,submit:26,suffici:35,suitabl:17,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,support:39,synopsi:28,tabl:33,table_project:8,take:35,tanh:5,task:[18,22],tensor:[8,57],text_conv_pool:9,theori:16,thi:[37,39],timelin:25,todo:[19,20],togeth:37,toler:18,too:39,tool:17,train:[14,15,18,21,24,26,35],trainer:[14,18,23,25,26],tran:8,trans_full_matrix_project:8,tune:63,two:16,uci_h:12,updat:[15,24,25],usag:35,use:[21,35],user:[18,77],util:7,value_print:7,variabl:37,version:39,vgg_16_network:9,warp_ctc:8,what:[21,25],wheel:39,when:[25,37],whl:39,why:35,wmt14:12,zoo:74}})
\ No newline at end of file
+Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","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/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/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","design/simple_op_design","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/cross_compiling/cross_compiling_for_android_cn","howto/cross_compiling/cross_compiling_for_raspberry_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.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/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/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","design/simple_op_design.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/cross_compiling/cross_compiling_for_android_cn.md","howto/cross_compiling/cross_compiling_for_raspberry_cn.md","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":81,"0005\u4e58\u4ee5batch":73,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":80,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":80,"000\u4e2atxt\u6587\u4ef6":80,"000\u4f4d\u7528\u6237\u5bf94":77,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":74,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"000\u6761\u8bc4\u4ef7":77,"000\u90e8\u7535\u5f71\u76841":77,"00186201e":4,"00m":60,"01852v1":8,"03m":60,"0424m":60,"0473v3":9,"05d":73,"0630u":60,"06u":60,"0810u":60,"08823112e":4,"0957m":60,"0\u4e4b\u540e\u7684\u7248\u672c":42,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":63,"0\u5c42\u5e8f\u5217":48,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":80,"0ab":8,"0rc1":36,"0rc2":36,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":73,"10007_10":80,"10014_7":80,"100m":39,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":74,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":74,"101\u5c42\u7f51\u7edc\u6a21\u578b":74,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":73,"10\u6570\u636e\u96c6":73,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":73,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":73,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":73,"10g":26,"1150u":60,"11\u5b9e\u73b0\u4e86c":33,"11e6":67,"12194102e":4,"124n":60,"128\u7ef4\u548c256\u7ef4":72,"13m":67,"1490u":60,"14\u4ee5\u4e0a":47,"14\u6570\u636e\u96c6":81,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":81,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":65,"152\u5c42\u7f51\u7edc\u6a21\u578b":74,"15501715e":4,"1550u":60,"15\u884c":49,"1636k":81,"16u":60,"173m":74,"173n":60,"1770u":60,"18\u5c81\u4ee5\u4e0b":77,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":67,"197u":60,"1\u7684\u5c42\u4e4b\u5916":65,"1\u7a00\u758f\u6570\u636e":55,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":65,"1\u9664\u4ee5batch":73,"1m\u6570\u636e\u96c6\u4e2d":78,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":78,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":73,"210u":60,"211839e770f7b538e2d8":9,"215n":60,"228u":60,"234m":74,"24\u5c81":77,"2520u":60,"25639710e":4,"25k":76,"2680u":60,"26\u884c":49,"27787406e":4,"279n":60,"27m":60,"285m":60,"2863m":60,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":60,"2977m":60,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":81,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":39,"2\u4e2a\u6d6e\u70b9\u6570":40,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":68,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":65,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":68,"2nd":8,"302n":60,"30u":60,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":72,"32777140e":4,"328n":60,"32\u7ef4":72,"32u":60,"32x32":12,"331n":60,"3320u":60,"34\u5c81":77,"35\u65f6":81,"36540484e":4,"36u":60,"3710m":60,"3768m":60,"387u":60,"38u":60,"3920u":60,"39u":60,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":81,"3\u53f7gpu":39,"4035m":60,"4090u":60,"4096mb":63,"4279m":60,"43630644e":4,"43u":60,"448a5b355b84":67,"44\u5c81":77,"4560u":60,"4563m":60,"45u":60,"4650u":60,"4726m":60,"473m":67,"48565123e":4,"48684503e":4,"49316648e":4,"49\u5c81":77,"4gb":63,"4yf":8,"500\u4e2atxt\u6587\u4ef6":80,"500m":39,"50\u5c42":74,"50\u5c42\u7f51\u7edc\u6a21\u578b":74,"51111044e":4,"514u":60,"525n":60,"526u":60,"53018653e":4,"536u":60,"5460u":60,"5470u":60,"54u":60,"55\u5c81":77,"55g":81,"5690m":60,"573u":60,"578n":60,"5798m":60,"586u":60,"58s":67,"5969m":60,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":72,"5delta":8,"6080u":60,"6082v4":8,"6140u":60,"6305m":60,"639u":60,"64\u5e73\u53f0\u4e3a\u4f8b":[46,47],"64\u73af\u5883":47,"64\u7ef4":72,"655u":60,"6780u":60,"6810u":60,"682u":60,"6970u":60,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":60,"6\u4e2a\u8282\u70b9":61,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":72,"704u":60,"70634608e":4,"7090u":60,"72296313e":4,"72u":60,"73u":60,"75u":60,"760u":60,"767u":60,"783n":60,"784u":60,"78m":60,"7\u7248\u672c\u5f00\u59cb":46,"7eamaa":12,"7kb":67,"8250u":60,"8300u":60,"830n":60,"849m":60,"85625684e":4,"861u":60,"864k":81,"8661m":60,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":72,"877\u884c":72,"892m":60,"901n":60,"90u":60,"918u":60,"9247m":60,"924n":60,"9261m":60,"93137714e":4,"9330m":60,"94u":60,"9530m":60,"96644767e":4,"983m":60,"988u":60,"997u":60,"99982715e":4,"99m":74,"99u":60,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9f18":67,"\u0233":40,"\u03b5":40,"\u4e00":49,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":56,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":40,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":73,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":27,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":66,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":67,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":51,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":73,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":51,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":51,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":51,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":80,"\u4e00\u4e2a\u5bb9\u5668\u5c31\u662f\u4e00\u4e2a\u64cd\u4f5c\u7cfb\u7edf\u7684\u8fdb\u7a0b":42,"\u4e00\u4e2a\u6216\u591a\u4e2a":66,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":39,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":60,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":42,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":48,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":48,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":80,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":42,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":55,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":55,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":55,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":56,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":39,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":27,"\u4e00\u4e2adocker\u955c\u50cf\u662f\u4e00\u4e2a\u6253\u5305\u597d\u7684\u8f6f\u4ef6":42,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":63,"\u4e00\u4e2alabel":49,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":52,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":79,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":76,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":66,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":27,"\u4e00\u4eba":49,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":51,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":78,"\u4e00\u53f0\u7535\u8111":53,"\u4e00\u65e9":49,"\u4e00\u662fbatch":39,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":53,"\u4e00\u6837\u8bbe\u7f6e":61,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":66,"\u4e00\u6b21\u6027\u676f\u5b50":49,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u79cd\u5e38\u7528\u7684\u505a\u6cd5\u662f\u7528\u5b66\u4e60\u7684\u6a21\u578b\u5bf9\u53e6\u5916\u4e00\u7ec4\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u9884\u6d4b":40,"\u4e00\u79cd\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":46,"\u4e00\u7bc7\u8bba\u6587":81,"\u4e00\u7ea7\u76ee\u5f55":[80,81],"\u4e00\u81f4":[48,49],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":36,"\u4e00\u822c\u4ece":54,"\u4e00\u822c\u5728paddlepaddle\u4e2d":49,"\u4e00\u822c\u60c5\u51b5\u4e0b":[1,40],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":39,"\u4e00\u822c\u6765\u8bf4":52,"\u4e00\u822c\u800c\u8a00":81,"\u4e00\u822c\u8868\u793a":49,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":76,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,44],"\u4e09\u7ea7\u76ee\u5f55":[80,81],"\u4e0a":54,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":79,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":27,"\u4e0a\u4f20\u65b9\u6cd5":36,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":80,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":49,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":68,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":27,"\u4e0a\u7f16\u8bd1\u5f88\u6162":53,"\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":46,"\u4e0a\u7f51":49,"\u4e0a\u8fd0\u884c":42,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":39,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":53,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":60,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":61,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":56,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":56,"\u4e0b":[56,73],"\u4e0b\u56fe\u4e2d\u5c31\u5c55\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u5185\u5b58\u6570\u636e\u8fc1\u5f99\u548c\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\u7684\u5efa\u8bae":60,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":73,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":79,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":74,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":55,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":51,"\u4e0b\u6587\u4f7f\u7528":68,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":67,"\u4e0b\u6b21":49,"\u4e0b\u7684":68,"\u4e0b\u7684\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":47,"\u4e0b\u8868\u5c55\u793a\u4e86batch":74,"\u4e0b\u8f7d":27,"\u4e0b\u8f7d\u5230\u672c\u5730":27,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":67,"\u4e0b\u8f7d\u6570\u636e\u96c6":73,"\u4e0b\u8f7draspberri":47,"\u4e0b\u8f7dwmt":81,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":60,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":56,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":78,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":56,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":57,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":66,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":33,"\u4e0b\u9762\u5217\u51fa\u4e86":52,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":55,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":68,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":73,"\u4e0b\u9762\u662f":56,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":73,"\u4e0b\u9762\u662f\u5bf9":56,"\u4e0b\u9762\u662fcifar":73,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":55,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":74,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":74,"\u4e0b\u9762\u7684\u547d\u4ee4\u628a\u5f53\u524d\u76ee\u5f55\u6302\u8f7d\u5230\u4e86\u5bb9\u5668\u4e2d\u7684":42,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":56,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":55,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":44,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":40,"\u4e0b\u9762\u89e3\u91ca\u4ee3\u7801\u4e2d\u4e00\u4e9b\u5173\u952e\u7684\u5730\u65b9":56,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":48,"\u4e0d":49,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":27,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":53,"\u4e0d\u4f1a\u518d\u4ece":39,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":53,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":32,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":55,"\u4e0d\u4f7f\u7528c":32,"\u4e0d\u4f7f\u7528swig":32,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":56,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":56,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":81,"\u4e0d\u540c":79,"\u4e0d\u540c\u4e3b\u673a":66,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":56,"\u4e0d\u540c\u4ea7\u54c1":80,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":63,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":74,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":52,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":32,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":39,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":68,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,44],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":66,"\u4e0d\u540c\u8bbe\u5907":56,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":32,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":51,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":51,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":49,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":66,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":57,"\u4e0d\u5728":33,"\u4e0d\u5bb9\u6613\u51fa\u9519":27,"\u4e0d\u5c11":49,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":32,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":51,"\u4e0d\u5fc5\u518d\u5c06\u4efb\u610f\u957f\u5ea6\u6e90\u8bed\u53e5\u4e2d\u7684\u6240\u6709\u4fe1\u606f\u538b\u7f29\u81f3\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf\u4e2d":81,"\u4e0d\u6307\u5b9a\u65f6":51,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":66,"\u4e0d\u652f\u6301":79,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,44],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":32,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":54,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":56,"\u4e0d\u80fd\u592a\u968f\u610f":54,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":54,"\u4e0d\u8fc7":49,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":53,"\u4e0d\u8fdc":49,"\u4e0d\u9519":49,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":53,"\u4e0e":[56,68,72,81],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":27,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":36,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":49,"\u4e0e\u53ef\u80fd\u6709\u7684":36,"\u4e0e\u5728":79,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":61,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":68,"\u4e0e\u7ffb\u8bd1":81,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":80,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":81,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":39,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":77,"\u4e0ejob":68,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":56,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":56,"\u4e0etime":77,"\u4e14":49,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":54,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,44],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":66,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":49,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":33,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":80,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":32,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":32,"\u4e24":49,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":61,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":58,"\u4e24\u4e2a\u5d4c\u5957\u7684":51,"\u4e24\u4e2a\u64cd\u4f5c":60,"\u4e24\u4e2a\u6587\u4ef6\u5939":73,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":79,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":49,"\u4e24\u4e2a\u90e8\u5206":58,"\u4e24\u79cd\u7c7b\u522b":76,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":36,"\u4e2a":76,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":39,"\u4e2a\u5355\u8bcd":81,"\u4e2a\u6027\u5316\u63a8\u8350":[36,75],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":78,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":63,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":63,"\u4e2d":[32,33,39,55,56,57,68,73,76,78,79,80],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":54,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":72,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":81,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":81,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":49,"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5305\u542b\u4e00\u4e2aandroid\u7248\u672c\u7684\u5e93":46,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":47,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":76,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":81,"\u4e2d\u5305\u542bc":[46,47],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":54,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":54,"\u4e2d\u5b89\u88c5":61,"\u4e2d\u5b8c\u5168\u4e00\u81f4":32,"\u4e2d\u5b8c\u6210":80,"\u4e2d\u5b9a\u4e49":52,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":51,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":33,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":80,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":74,"\u4e2d\u6307\u5b9a":63,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":65,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":74,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":57,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":74,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":41,"\u4e2d\u6587\u6587\u6863":58,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":58,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":49,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":77,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":68,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":63,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":56,"\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9":56,"\u4e2d\u6dfb\u52a0\u5982\u4e0b\u5185\u5bb9":56,"\u4e2d\u7684":[57,74],"\u4e2d\u7684\u4e00\u884c":[2,54],"\u4e2d\u7684\u5185\u5bb9":79,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":54,"\u4e2d\u7684\u63a5\u53e3":78,"\u4e2d\u7684\u6570\u636e":74,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":78,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":74,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":80,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":78,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":81,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":66,"\u4e2d\u7684\u7b2ci\u884c":81,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":77,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":80,"\u4e2d\u83b7\u53d6":68,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":61,"\u4e2d\u8bbe\u7f6e":61,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":61,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":55,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":56,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":39,"\u4e3a":[2,46,47,52,56],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":56,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":80,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":54,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":55,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":42,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":80,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":66,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":55,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":27,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":53,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":51,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":42,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":54,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":61,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":33,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":61,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":[46,47],"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":60,"\u4e3a\u4e86\u8fd8\u539f":40,"\u4e3a\u4ec0\u4e48\u7528":53,"\u4e3a\u4f8b":[56,76],"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":61,"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":56,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":76,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":39,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":60,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":72,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":61,"\u4e3a\u6b64":67,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":55,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":61,"\u4e3aconst\u51fd\u6570":56,"\u4e3ajson\u6216yaml\u683c\u5f0f":78,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":55,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":63,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":27,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":44,"\u4e3b\u8981\u539f\u56e0":49,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":39,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":73,"\u4e3b\u8981\u7528\u4e8epython":56,"\u4e3b\u8981\u7684\u89e3\u51b3\u529e\u6cd5\u662f\u51cf\u5c0f\u5b66\u4e60\u5f8b\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406":39,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":76,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":39,"\u4e3e\u4f8b":39,"\u4e3e\u4f8b\u8bf4\u660e":49,"\u4e4b\u524d":54,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":76,"\u4e4b\u540e":[40,44,55],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":61,"\u4e4b\u540e\u4f7f\u7528":55,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":55,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":55,"\u4e4b\u540e\u5b9a\u4e49\u7684":73,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":33,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":53,"\u4e4b\u95f4\u7684\u8ddd\u79bb":40,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":51,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u4e58\u9664\u7b49\u65f6\u5019":39,"\u4e5d\u4e2a":79,"\u4e5f":49,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":51,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":33,"\u4e5f\u4e0d\u751f\u6210":33,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":53,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":54,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":66,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":42,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":51,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":60,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":68,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":76,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":66,"\u4e5f\u53ef\u5199\u6210":56,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":[46,47],"\u4e5f\u5c31\u662f":54,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":76,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":53,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":54,"\u4e5f\u5c31\u662f\u8bf4":[63,65,72],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":78,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":68,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":60,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":49,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":66,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":51,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":39,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":76,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":73,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":32,"\u4e7e":49,"\u4e86":[49,53],"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":60,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":52,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":52,"\u4e8c\u7ea7\u76ee\u5f55":[80,81],"\u4e8c\u7ef4\u77e9\u9635":74,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":49,"\u4e8c\u8fdb\u5236":72,"\u4e92\u76f8\u901a\u4fe1":66,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":80,"\u4e94\u661f\u7ea7":49,"\u4e9a\u9a6c\u900a":80,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe":47,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":46,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":46,"\u4ea4\u53c9\u7f16\u8bd1raspberri":47,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":46,"\u4ea4\u901a":49,"\u4ea4\u901a\u4fbf\u5229":49,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[46,47],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":42,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec0\u4e48":78,"\u4ec0\u4e48\u662f":53,"\u4ec5\u4ec5\u4f7f\u7528":32,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":80,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":78,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":78,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":80,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":55,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":55,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":68,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":46,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1raspberri":47,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":66,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":76,"\u4ece":[36,60,79],"\u4ece0\u5230num":63,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":51,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":60,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":40,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":80,"\u4ece\u5927\u5230\u5c0f":81,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":79,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":49,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":76,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":[46,47],"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":81,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":80,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":81,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":55,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":40,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":76,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8be5\u94fe\u63a5":81,"\u4ece\u8bed\u4e49\u4e0a\u770b":51,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":49,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":40,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":72,"\u4ececmake":46,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ecestart":63,"\u4ecetest":81,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":54,"\u4ed4\u7ec6\u89c2\u5bdf":74,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":33,"\u4ed6\u4eec\u5206\u522b\u662f":49,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":53,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":49,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":74,"\u4ed6\u662f\u5c06":33,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":32,"\u4ee3\u66ff":68,"\u4ee3\u7801":78,"\u4ee3\u7801\u4e2d9":49,"\u4ee3\u7801\u5982\u4e0b":52,"\u4ee3\u7801\u6ce8\u91ca":56,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":54,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":32,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":56,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":68,"\u4ee3\u8868\u7f16\u53f7":78,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a":54,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u6309\u7167\u751f\u6210\u7684dockerfile\u628a\u751f\u6210\u7684\u7a0b\u5e8f\u62f7\u8d1d\u5230\u751f\u4ea7\u955c\u50cf\u4e2d\u5e76\u505a\u76f8\u5e94\u7684\u914d\u7f6e":42,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":42,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":42,"\u4ee5\u4e0b":[20,78],"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":52,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":53,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":77,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":42,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":54,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":76,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":61,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":72,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":61,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":42,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":27,"\u4ee5\u4fbf\u7528\u6237":61,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":55,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":55,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":53,"\u4ee5\u5206\u7c7b\u6765\u81ea":80,"\u4ee5\u53ca":[53,55],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":52,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":53,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":48,"\u4ee5\u53ca\u5728wmt":81,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":73,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":42,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":47,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":56,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":51,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":55,"\u4ee5\u53caandroid":46,"\u4ee5\u53caandroid\u6240\u9700":46,"\u4ee5\u53canumpi":20,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":78,"\u4ee5\u53carelu":55,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":[46,47],"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[46,47],"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":61,"\u4ee5\u9017\u53f7":72,"\u4ee5\u9017\u53f7\u95f4\u9694":63,"\u4ee5eigentensor\u4e3a\u4f8b":57,"\u4ef7\u683c":49,"\u4efb\u52a1":78,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":61,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f18\u5316":80,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":55,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":68,"\u4f1a\u5171\u4eab\u53c2\u6570":39,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":63,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":49,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":68,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":58,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":39,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":51,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":32,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":51,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":39,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":51,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u62a5\u9519":51,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":32,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":55,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":54,"\u4f1a\u81ea\u52a8\u5c06":56,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":81,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":68,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":51,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":54,"\u4f20\u5165":[2,20],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":39,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":63,"\u4f46":33,"\u4f46\u4e0d\u66b4\u9732":33,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":55,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":63,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":49,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":49,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":40,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":51,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":41,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":36,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":49,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":36,"\u4f46\u662f":[39,49],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":42,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":61,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":33,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":62,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":49,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":42,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":54,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":41,"\u4f46\u662f\u662f\u8fd0\u884c\u5728\u72ec\u7acb\u7684\u8fdb\u7a0b\u7a7a\u95f4":42,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":65,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":39,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":53,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":32,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":81,"\u4f46\u662f\u9690\u85cf\u5c42\u4e2d\u7684\u6bcf\u4e2a\u666e\u901a\u8282\u70b9\u88ab\u4e00\u4e2a\u8bb0\u5fc6\u5355\u5143\u66ff\u6362":80,"\u4f46\u662fbatch":39,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,44],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,44],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":56,"\u4f46eigen":57,"\u4f4d\u7f6e":49,"\u4f4f":49,"\u4f53\u88c1\u5b57\u5178":78,"\u4f53\u88c1\u5b57\u6bb5":78,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":78,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":78,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":49,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":52,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":56,"\u4f5c\u4e3a\u53c2\u6570\u7684id":39,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":51,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":77,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":32,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":40,"\u4f5c\u4e3a\u8f93\u51fa":52,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":61,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":49,"\u4f5c\u5bb6":77,"\u4f5c\u7528":48,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":74,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":76,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":72,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":74,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":42,"\u4f60\u53ea\u9700\u5b8c\u6210":61,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":76,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":81,"\u4f60\u53ef\u4ee5\u4f7f\u7528":74,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":80,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":61,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":61,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":78,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":78,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":65,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":74,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":74,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":78,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":72,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":81,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":74,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":74,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":81,"\u4f60\u5c06\u5728\u76ee\u5f55":80,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":78,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":61,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":61,"\u4f60\u9700\u8981\u4e00\u4e9b\u66f4\u590d\u6742\u7684\u5355\u5143\u6d4b\u8bd5\u6765\u4fdd\u8bc1\u4f60\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42\u662f\u6b63\u786e\u7684":55,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":65,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":55,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":78,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":55,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":76,"\u4f7f\u5f97":40,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":81,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":39,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":55,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":40,"\u4f7f\u7528":[33,36,39,42,49,51,52,55,56,60,63,76,79,80],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":65,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":65,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":74,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":65,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":65,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":55,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":39,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":67,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":39,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":79,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":72,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":80,"\u4f7f\u7528\u52a8\u6001\u5e93":32,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":39,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":39,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":73,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":72,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":52,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":68,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":67,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":56,"\u4f7f\u7528\u6587\u6863":56,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":39,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":33,"\u4f7f\u7528\u6848\u4f8b":64,"\u4f7f\u7528\u7684":39,"\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":46,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":33,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":63,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":51,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":74,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":63,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":63,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":81,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":79,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":73,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":49,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":55,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":80,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":32,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":72,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":33,"\u4f7f\u7528c99\u505a\u63a5\u53e3":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":32,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":63,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":65,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":65,"\u4f7f\u7528cpu\u8bad\u7ec3":80,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":53,"\u4f7f\u7528init":65,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":49,"\u4f7f\u7528max":73,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":49,"\u4f7f\u7528model":65,"\u4f7f\u7528paddlepaddl":76,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":73,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":63,"\u4f7f\u7528regress":36,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":32,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":32,"\u4f7f\u7528void":32,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":73,"\u4f86":49,"\u4f8b\u5982":[2,20,32,33,36,39,41,44,49,52,55,60,61,62,63,65,68,74,76,78,80],"\u4f8b\u5982\u4e0a\u6587\u7684pod":66,"\u4f8b\u5982\u4e0a\u9762\u7684":40,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":61,"\u4f8b\u5982\u4f7f\u7528":39,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":32,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":32,"\u4f8b\u5982\u5bf9\u4e8epython":32,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":49,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":49,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":49,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":39,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":73,"\u4f8b\u5982c":32,"\u4f8b\u5982hostpath":66,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":32,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":68,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":32,"\u4f8b\u5982python\u7684":32,"\u4f8b\u5982sigmoid":55,"\u4f8b\u5982sigmoid\u53d8\u6362":76,"\u4f8b\u5b50\u4e2d\u662f":55,"\u4f8b\u5b50\u4e2d\u662f0":55,"\u4f8b\u5b50\u4e2d\u662f100":55,"\u4f8b\u5b50\u4e2d\u662f4096":55,"\u4f8b\u5b50\u4e2d\u662f8192":55,"\u4f8b\u5b50\u4e2d\u662ffc":55,"\u4f8b\u5b50\u4e2d\u662fsoftmax":55,"\u4f8b\u5b50\u4f7f\u7528":66,"\u4f9bpaddlepaddle\u52a0\u8f7d":63,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":80,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":56,"\u4f9d\u6b21\u7c7b\u63a8":36,"\u4f9d\u8d56":56,"\u4f9d\u8d56\u4e8epython\u7684":73,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":66,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":66,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":42,"\u4fbf\u5229":49,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":49,"\u4fbf\u5b9c":49,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":32,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":63,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":81,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":63,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":63,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":74,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":54,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":61,"\u4fee\u590d\u6240\u6709bug\u540e":36,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":36,"\u4fee\u590dubuntu":36,"\u4fee\u6539":[66,67],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":67,"\u4fee\u6539\u6210":36,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":60,"\u4fee\u6539\u6587\u6863":59,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[49,54],"\u503c\u5f97\u6df1\u5165\u5206\u6790":60,"\u503c\u7c7b\u578b":65,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":39,"\u5047\u8bbe":55,"\u5047\u8bbe\u53d8\u91cf":40,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":42,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":55,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":72,"\u504f\u7f6e\u53c2\u6570":74,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":55,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":57,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":36,"\u505a\u63a5\u53e3":32,"\u505a\u68af\u5ea6\u68c0\u6d4b":56,"\u505a\u68c0\u67e5":56,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":63,"\u505c\u7535":49,"\u50cf":42,"\u513f\u7ae5\u7247":77,"\u5143\u7d20":48,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":48,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":33,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":39,"\u5148\u8c03\u7528initializer\u51fd\u6570":76,"\u5168\u5bb6":49,"\u5168\u8fde\u63a5\u5c42":[40,72,73,78],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":55,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":78,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":74,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":55,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":55,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":55,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":55,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":79,"\u516c\u5f0f":42,"\u516c\u94a5\u5199\u5165":61,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":79,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":56,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":79,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":56,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":68,"\u5171\u670932":72,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":56,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":73,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":49,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":54,"\u5173\u4e8eeigen":57,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":44,"\u5173\u4e8eunbound":51,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":73,"\u5173\u952e\u8bcd\u5305\u62ec":54,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":73,"\u5176\u4e2d":[2,32,36,39,40,44,46,47,52,55,72,73,74],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":74,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":73,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":73,"\u5176\u4e2d\u5305\u542b6":77,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":73,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":80,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":79,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":81,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":76,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":48,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":81,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":81,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":81,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":74,"\u5176\u4e2dbeam":81,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":63,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":63,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":44,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":57,"\u5176\u4ed6":77,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":53,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":42,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":81,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":39,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":39,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":33,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":76,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":65,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":36,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[46,47],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":52,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":55,"\u5176\u4f59\u884c\u662f":72,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5177\u4f53\u8bf4\u660e\u4e86\u5b57\u6bb5\u7c7b\u578b\u548c\u6587\u4ef6\u540d\u79f0":78,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":66,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":76,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":76,"\u5176\u5b83layer\u7684\u8f93\u51fa":51,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":39,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":66,"\u5176\u6b21":[2,49,76],"\u5176\u76ee\u7684\u662f\u5728\u7ed9\u5b9a\u7684\u8f93\u5165\u53e5\u5b50\u4e2d\u53d1\u73b0\u6bcf\u4e2a\u8c13\u8bcd\u7684\u8c13\u8bcd\u8bba\u5143\u7ed3\u6784":79,"\u5176\u8bf4\u660e\u5982\u4e0b":49,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":81,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":52,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[33,39],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":53,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":33,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,55],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":51,"\u5177\u4f53\u5982\u4e0b":42,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":60,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":39,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":76,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":39,"\u5177\u4f53\u89e3\u91ca\u53c2\u8003":56,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":74,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,33,54],"\u5177\u4f53\u8bf7\u89c1":54,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":49,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":80,"\u5185":52,"\u5185\u5b58":60,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":63,"\u5185\u5bb9":[56,76],"\u5185\u5bb9\u5982\u4e0b":67,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":49,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":68,"\u5185\u90e8":68,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":32,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":78,"\u518d\u4ee5":56,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":32,"\u518d\u57fa\u4e8e":36,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":49,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":49,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":49,"\u518d\u6307\u5b9a":41,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":60,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":55,"\u518d\u901a\u8fc7\u51fd\u6570":68,"\u5192\u9669\u7247":77,"\u5197\u4f59\u7b49\u529f\u80fd":66,"\u5199\u4ee3\u7801":32,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":81,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":55,"\u519c\u6c11":77,"\u51c6\u5907":49,"\u51c6\u5907\u597d\u6570\u636e":78,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":39,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":39,"\u51cf\u5c0fbatch":39,"\u51e0\u4e2a\u57fa\u7840\u7684\u6982\u5ff5\u5e2e\u52a9\u7406\u89e3\u548c\u4f7f\u7528docker":42,"\u51fa\u53bb\u73a9":49,"\u51fa\u5dee":49,"\u51fa\u6765":49,"\u51fa\u73b0":39,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":39,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":39,"\u51fd\u6570":[2,40,52,55,60,79,80],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":56,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":61,"\u51fd\u6570\u5047\u8bbe":52,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":60,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":51,"\u51fd\u6570\u540d\u4e3a":33,"\u51fd\u6570\u547d\u540d":32,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":56,"\u51fd\u6570\u5bf9\u6bd4cpu":56,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":55,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":55,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":51,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":55,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":60,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":55,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":55,"\u51fd\u6570\u91cc\u5b9e\u73b0":56,"\u5206\u4e3a\u597d\u8bc4":76,"\u5206\u522b\u4e3a":72,"\u5206\u522b\u4e3atrain":81,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":51,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":49,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":81,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":51,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":40,"\u5206\u522b\u662f":48,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":52,"\u5206\u522b\u662fsentences\u548clabel":49,"\u5206\u522b\u662fwords\u548clabel":49,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":55,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":49,"\u5206\u5272":[77,79],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":78,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":66,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[36,54],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":36,"\u5206\u652f\u4e0a":54,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":54,"\u5206\u652f\u4e2d":36,"\u5206\u652f\u4e3a\u5f00\u53d1":36,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":36,"\u5206\u652f\u4e3a\u7a33\u5b9a":36,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":36,"\u5206\u652f\u5408\u5165":36,"\u5206\u652f\u5408\u5165master\u5206\u652f":36,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":36,"\u5206\u652f\u540d":54,"\u5206\u652f\u540d\u4e3a":36,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":36,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":36,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":56,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":36,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":36,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":46,"\u5206\u652f\u89c4\u8303":54,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":60,"\u5206\u7247":19,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u7c7b\u8bef\u5dee\u662f0":80,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":74,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":72,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":72,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":72,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":63,"\u5206\u9694":[72,78],"\u5206\u9694\u7b26\u4e3a":77,"\u5207\u6362\u5230":54,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":54,"\u5217\u8868":78,"\u5217\u8868\u5982\u4e0b":[2,44],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":55,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":56,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":79,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":63,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":63,"\u5219\u5148\u505a\u5d4c\u5165":78,"\u5219\u53ef\u4ee5\u50cf":61,"\u5219\u53ef\u8bbe\u7f6e":[46,47],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":76,"\u5219\u5ffd\u7565":19,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":63,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":60,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":63,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5219\u8bbe\u7f6e\u6210":[46,47],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":39,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5219\u9700\u8981\u914d\u7f6e":66,"\u5219\u9700\u9009\u7528":47,"\u521b\u5efa\u4e00\u4e2akubernet":68,"\u521b\u5efa\u53cd\u5411op\u5bf9\u5e94\u7684\u524d\u5411op":56,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":42,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":54,"\u521b\u5efa\u6210\u529f\u540e":68,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":81,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":55,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":55,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":63,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":72,"\u521d\u59cb\u5316\u7236\u7c7b":55,"\u521d\u59cb\u5316biases_":55,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":51,"\u5220\u9664":54,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":39,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":76,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":39,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":78,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":80,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":51,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":76,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":66,"\u5229\u843d":49,"\u522b\u4eba\u5e2e\u4e86\u5fd9":54,"\u522b\u5fd8\u4e86":53,"\u5230":[19,39,52],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":61,"\u5230\u672c\u5730":54,"\u5230\u6b64":[42,56],"\u5230\u76ee\u524d\u4e3a\u6b62":79,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":68,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":42,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":42,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":68,"\u5237\u7259":49,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":68,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":81,"\u524d\u53f0":49,"\u524d\u5411\u4f20\u64ad":55,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":55,"\u524d\u5411\u548c\u540e\u5411":55,"\u524d\u5411op":56,"\u524d\u5411op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":56,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":56,"\u524d\u5411operator\u5355\u6d4b":56,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":56,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":56,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":54,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":27,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":36,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":55,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":76,"\u52a0\u5165":60,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":52,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":52,"\u52a0\u8f7d\u6570\u636e":79,"\u52a0\u8f7d\u6a21\u578b":79,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":81,"\u52a0\u8f7dtest":63,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":39,"\u52a8\u4f5c\u7247":77,"\u52a8\u6001\u5e93":32,"\u52a8\u753b\u7247":77,"\u52a8\u8bcd":79,"\u52a9\u624b":55,"\u5305\u542b12":80,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":72,"\u5305\u542b3\u4e2a\u5c5e\u6027":72,"\u5305\u542b50":80,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":33,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":42,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":56,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":39,"\u5305\u62ec":[20,63,76,79,81],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":77,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":39,"\u5305\u62ec\u6570\u636e\u8f93\u5165":40,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u5305\u62ec\u751f\u6210cpu":41,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":44,"\u5305\u62ec\u7b80\u5355\u7684":76,"\u5305\u62ecbool":65,"\u5305\u62eclinux":42,"\u5305\u662f\u6700\u65b0\u7684":39,"\u5305\u6bd4\u8f83\u8001":39,"\u5305\u7684\u65b9\u6cd5\u662f":39,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":49,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":49,"\u533b\u751f":77,"\u533b\u7597\u4fdd\u5065":77,"\u5341\u4e00":49,"\u5347\u5e8f\u6392\u5217":81,"\u534e\u6da6\u4e07\u5bb6":49,"\u534f\u540c\u5b8c\u6210releas":36,"\u5355\u4e2a\u503c":20,"\u5355\u4f4d\u662fmb":63,"\u5355\u5143\u6d4b\u8bd5":[53,57],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":39,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":53,"\u5355\u5143\u6d4b\u8bd5\u7f16\u5199\u5b8c\u6210\u4e4b\u540e":56,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":62,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":49,"\u5355\u53cc\u5c42rnn":50,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":40,"\u5355\u5c42":51,"\u5355\u5c42\u4e0d\u7b49\u957frnn":49,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":49,"\u5355\u5c42\u5e8f\u5217":48,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":48,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":48,"\u5355\u5c42\u6216\u53cc\u5c42":48,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u5355\u5c42rnn":[49,51],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":49,"\u5355\u673acpu\u8bad\u7ec3":39,"\u5355\u673agpu\u8bad\u7ec3":39,"\u5355\u6b65\u51fd\u6570":52,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":52,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":52,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":52,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":56,"\u5355\u70b9\u6545\u969c":19,"\u5355\u8fdb\u5355\u51fa":51,"\u5360\u4f4d\u7b26":72,"\u536b\u751f":49,"\u5373":[33,39,40,56,58,68,76,80],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":49,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":49,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":49,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":49,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":49,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":49,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":49,"\u5373\u4f7f\u7528":33,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":63,"\u5373\u4f7fc":33,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":33,"\u5373\u4fbf\u662f":53,"\u5373\u4fbf\u8bbe\u7f6e":39,"\u5373\u4fbfpaddl":33,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":51,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":52,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":80,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":51,"\u5373\u53ef":[40,54],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":39,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":58,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":49,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":39,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,44],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":33,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":76,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":49,"\u5373\u5f53\u524d\u65f6\u95f4\u6b65\u4e0b\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u8d56\u524d\u4e00\u4e2a\u65f6\u95f4\u6b65\u795e\u7ecf\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u8f93\u51fa":49,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":57,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":40,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":51,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":49,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":48,"\u5373\u6574\u6570\u6570\u7ec4":49,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":49,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":49,"\u5373\u66b4\u9732":33,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":80,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":80,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":49,"\u5373\u7f51\u5361\u540d":68,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":39,"\u5373\u8bbe\u7f6e":39,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":32,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":39,"\u5373input":51,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":49,"\u5377\u79ef\u5c42":73,"\u5377\u79ef\u5c42\u6743\u91cd":74,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":73,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":73,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":73,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":73,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":76,"\u5378\u8f7dpaddlepaddle\u5305":39,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":57,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":49,"\u539f\u56e0":54,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":39,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":54,"\u53bb\u8fc7":49,"\u53c2\u6570":[2,6,7,8,9,10,11,12,14,32,53,55,62,68,72,74,80],"\u53c2\u6570\u4e3a":56,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":39,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":79,"\u53c2\u6570\u5373\u53ef":80,"\u53c2\u6570\u540d":74,"\u53c2\u6570\u6570\u91cf":76,"\u53c2\u6570\u670d\u52a1\u5668":62,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":63,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":63,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":63,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":63,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":63,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":39,"\u53c2\u6570\u6982\u8ff0":64,"\u53c2\u6570\u7684\u89e3\u6790":68,"\u53c2\u6570\u7ef4\u5ea6":72,"\u53c2\u6570\u884c":72,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":49,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":52,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":54,"\u53c2\u8003":[27,32,66],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":60,"\u53c2\u8003\u6587\u732e":81,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":49,"\u53c2\u8003\u955c\u50cf\u7684":68,"\u53c8":49,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":48,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":39,"\u53ca":55,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":52,"\u53cc\u5411\u9a8c\u8bc1":27,"\u53cc\u5c42":51,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":49,"\u53cc\u5c42\u5e8f\u5217":48,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":48,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":49,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":48,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":51,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":48,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":48,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":49,"\u53cc\u5c42rnn":51,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":49,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":49,"\u53cc\u8fdb\u5355\u51fa":51,"\u53cc\u8fdb\u53cc\u51fa":51,"\u53cd\u4e4b\u5219":79,"\u53cd\u5411\u4f20\u64ad":55,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u53cd\u5411\u5355\u5143\u6d4b\u8bd5\u51fd\u6570\u9700\u8981\u4ee5":56,"\u53cd\u5411op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":56,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":56,"\u53cd\u5411op\u7c7b":56,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":56,"\u53cd\u5411operator\u5355\u6d4b":56,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":56,"\u53d1\u5e03":42,"\u53d1\u5e03\u5230dockerhub":36,"\u53d1\u5e03\u5230github":36,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":39,"\u53d1\u884c\u548c\u7ef4\u62a4":54,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":63,"\u53d6\u51b3\u4e8e":56,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":41,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":41,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":41,"\u53d8\u6362\u77e9\u9635":55,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":49,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":77,"\u53e5\u5b50":80,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":79,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":76,"\u53e6\u4e00\u4e2a\u4f8b\u5b50\u662f\u901a\u8fc7\u5206\u6790\u6bcf\u65e5twitter\u535a\u5ba2\u7684\u6587\u672c\u5185\u5bb9\u6765\u9884\u6d4b\u80a1\u7968\u53d8\u52a8":80,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":42,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":60,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":42,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":39,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":42,"\u53e6\u4e00\u65b9\u9762":80,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":65,"\u53e6\u5916":[49,53],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":74,"\u53ea\u4f5c\u4e3aread":51,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":63,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":77,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":41,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":74,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":49,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":76,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u662f\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":42,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":33,"\u53ea\u6709":49,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":72,"\u53ea\u6709\u542b\u6709\u4eba":77,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":63,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":51,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":65,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":32,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":49,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":39,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":42,"\u53ea\u8bfbmemory\u8f93\u5165":51,"\u53ea\u9488\u5bf9\u5185\u5b58":39,"\u53ea\u9700\u4e2d\u65ad":61,"\u53ea\u9700\u4f7f\u7528":61,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":80,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":81,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":61,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":52,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":81,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":78,"\u53ea\u9700\u8981\u8fd0\u884c":78,"\u53ef\u4ee5":[49,54,61],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":42,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":39,"\u53ef\u4ee5\u4f7f\u7528":39,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":39,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":63,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":68,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":39,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":67,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":73,"\u53ef\u4ee5\u53c2\u8003":[49,52,53,54,66,68,81],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":72,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":44,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":57,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":60,"\u53ef\u4ee5\u5728":42,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":32,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":68,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":79,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":79,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":54,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":66,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":57,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":66,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":51,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":56,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":60,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":53,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":42,"\u53ef\u4ee5\u6267\u884c":42,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":58,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":53,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":49,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":80,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[48,51],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":51,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":55,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":51,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":51,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":63,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u67e5\u770b":68,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":67,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":65,"\u53ef\u4ee5\u7528":[27,53],"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":73,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":66,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":54,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":60,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":48,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":60,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":36,"\u53ef\u4ee5\u7f16\u5199":42,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":39,"\u53ef\u4ee5\u88c5\u7684\u662f":53,"\u53ef\u4ee5\u8bbe\u7f6e":[46,47,73],"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":57,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":44,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":78,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":73,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":65,"\u53ef\u4ee5\u901a\u8fc7":[42,54,66],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":52,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":76,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":65,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":76,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":68,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":39,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":39,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":60,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":53,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":56,"\u53ef\u8bbe\u7f6e":46,"\u53ef\u9009":[2,55],"\u53f3\u8fb9\u662f":74,"\u5403":49,"\u5403\u996d":49,"\u5404\u65b9\u9762":49,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":73,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":56,"\u5408":49,"\u5408\u5e76":81,"\u5408\u5e76\u6bcf\u4e2a":81,"\u5408\u7406":49,"\u540c\u65f6":[39,60],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":41,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":39,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":54,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":51,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":76,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":74,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":76,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":60,"\u540c\u65f6\u518d\u5c06":36,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":39,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":39,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":53,"\u540c\u65f6\u63d0\u8d77":36,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":65,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":39,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":44,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":63,"\u540c\u6837\u53ef\u4ee5\u6267\u884c":42,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":51,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":56,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":63,"\u540c\u7406":56,"\u540d\u5b57\u4fee\u9970":32,"\u540d\u79f0":76,"\u540e":[39,41,46,47,54,68,80],"\u540e\u5411\u4f20\u64ad":55,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":56,"\u540e\u8005\u7ee7\u627f\u81ea":56,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":80,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411\u91cfenable_parallel_vector":62,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":36,"\u5417":53,"\u5426":41,"\u5426\u5219":[1,46,47,56,61,78],"\u5426\u5219\u4f1a\u628a":54,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":81,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":63,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":63,"\u5426\u5219\u4f7f\u7528gpu":65,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":52,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":32,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":61,"\u5426\u5b9a":79,"\u542b\u4e49":[74,80],"\u542b\u6709":77,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":55,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":55,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":55,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":68,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":63,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":63,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":63,"\u5440":49,"\u544a\u77e5\u7f16\u8bd1\u5668\u9700\u8981\u94fe\u63a5\u7684op":56,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":78,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":78,"\u5468\u56f4":49,"\u547d\u4ee4":61,"\u547d\u4ee4\u4e3a":[39,67],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":67,"\u547d\u4ee4\u5220\u9664":[46,47],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":41,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":76,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":53,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":53,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":53,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":76,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":41,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":61,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":53,"\u547d\u540d\u4e3a":54,"\u547d\u540d\u7a7a\u95f4":66,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":66,"\u547d\u540d\u8bf7\u9075\u5b88\u547d\u540d\u89c4\u8303":56,"\u548c":[20,32,33,36,39,40,41,46,47,49,52,53,54,55,56,57,58,60,61,65,66,72,73,76,78,81],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":49,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,44],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":56,"\u548c\u4e2d\u6587\u6587\u6863":58,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":39,"\u548c\u504f\u7f6e\u5411\u91cf":55,"\u548c\u5185\u5b58":53,"\u548c\u533a\u57df\u6807\u8bb0":79,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":48,"\u548c\u56fd\u5185\u955c\u50cf":42,"\u548c\u5728":2,"\u548c\u5bf9\u8c61\u5b58\u50a8api":66,"\u548c\u5dee\u8bc4":76,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":48,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":52,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":53,"\u548c\u68af\u5ea6\u622a\u65ad":76,"\u548c\u6a21\u578b\u8def\u5f84":80,"\u548c\u771f\u5b9e":40,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":49,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u548c\u7b2c6\u884c\u7684":81,"\u548c\u90e8\u5206layer":51,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":81,"\u548cargument":79,"\u548cpool":48,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":74,"\u54c1\u8d28":49,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u54ea\u4e9b\u4e0d\u662f":49,"\u5546\u52a1":49,"\u554a":49,"\u559c\u5267\u7247":77,"\u5668":76,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,44],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":40,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":55,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":79,"\u56e0\u4e3a\u53c2\u6570":65,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":52,"\u56e0\u4e3a\u5b83\u6bd4":52,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":68,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":66,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":53,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":53,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":73,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":42,"\u56e0\u4e3apaddlepaddle\u7684v2":58,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":39,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":32,"\u56e0\u6b64":[1,2,49,51,55,56],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":49,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":72,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":77,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":57,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":57,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":73,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":49,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":55,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":62,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":74,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":39,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56e2\u8d2d\u7f51\u7ad9":80,"\u56fe":[74,80],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":80,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":80,"\u56fe\u50cf\u5206\u7c7b":[36,75],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":74,"\u56fe\u50cf\u63cf\u8ff0":81,"\u56fe\u7247\u5206\u4e3a10\u7c7b":73,"\u56fe\u7684\u5e95\u90e8\u662fword":80,"\u56fe\u8868":[42,80],"\u5728":[2,33,36,48,49,52,53,54,56,61,74,76,77,79],"\u57280":42,"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":67,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":55,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":79,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":63,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":49,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":56,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":67,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":76,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":73,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":66,"\u5728\u4e4b\u540e\u7684":39,"\u5728\u4efb\u610f\u957f\u5ea6\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u90fd\u53ef\u4ee5\u89c2\u5bdf\u5230\u5176\u6548\u679c\u7684\u63d0\u5347":81,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":80,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":44,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":36,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":55,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":57,"\u5728\u51c6\u5907\u53d1\u8d77":54,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u51fd\u6570":68,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":63,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":63,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":49,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":63,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":63,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":49,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":39,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":49,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":66,"\u5728\u542f\u52a8job\u4e4b\u524d":68,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":54,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":63,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":44,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":44,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":33,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":68,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":68,"\u5728\u5c42\u4e2d\u6307\u5b9a":65,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":51,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[20,73],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":33,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":55,"\u5728\u5f97\u5230":68,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":52,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":80,"\u5728\u6267\u884c\u65f6":57,"\u5728\u63d0\u4ea4":54,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":44,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":76,"\u5728\u6587\u4ef6":78,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":80,"\u5728\u672c\u4f8b\u4e2d":[49,54,65],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":[52,73],"\u5728\u672c\u6587\u4e2d":61,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":61,"\u5728\u672c\u6587\u6863\u4e2d":27,"\u5728\u672c\u6f14\u793a\u4e2d":80,"\u5728\u672c\u793a\u4f8b\u4e2d":[49,80],"\u5728\u672c\u8282\u4e2d":52,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":63,"\u5728\u6837\u4f8b\u4e2d":33,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":61,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":76,"\u5728\u6b64":[62,65],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":76,"\u5728\u6b64\u611f\u8c22":72,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":52,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":49,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":52,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":68,"\u5728\u6bcf\u8bad\u7ec3":78,"\u5728\u6d4b\u8bd5\u9636\u6bb5":63,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":74,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":54,"\u5728\u6f14\u793a\u4e2d":79,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":66,"\u5728\u751f\u6210\u65f6":52,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":81,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":81,"\u5728\u7528\u6237\u4f7f\u7528c":33,"\u5728\u7528\u6237\u6587\u4ef6user":78,"\u5728\u7528\u6237\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0":46,"\u5728\u7535\u5f71\u6587\u4ef6movi":78,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":81,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":81,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":81,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":81,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7b2c\u4e00\u884c\u4e2d\u6211\u4eec\u8f7d\u5165\u7528\u4e8e\u5b9a\u4e49\u7f51\u7edc\u7684\u51fd\u6570":73,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u7ec4\u5408\u65f6":44,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":58,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[46,47],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":55,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":81,"\u5728\u811a\u672c":78,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":48,"\u5728\u8bad\u7ec3\u4e2d":52,"\u5728\u8bad\u7ec3\u4e4b\u524d":68,"\u5728\u8bad\u7ec3\u4e86":78,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":78,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":73,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":72,"\u5728\u8bad\u7ec3\u65f6":67,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[68,81],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":63,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[46,47],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":36,"\u5728\u8be5\u914d\u7f6e\u76847":49,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":81,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":76,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":60,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":51,"\u5728\u8fd0\u884c":80,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":57,"\u5728\u8fd9\u4e2a":36,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":81,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[40,80],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[55,67],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":49,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":60,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":52,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":79,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":36,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":33,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":33,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":78,"\u5728\u8fd9\u4e9blayer\u4e2d":49,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":57,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":80,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":57,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[52,55],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":51,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":67,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":68,"\u5728\u8fd9\u91cc":51,"\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u4f5c\u4e3a\u4f8b\u5b50\u6765\u5c55\u793a\u5b9e\u73b0\u65b0\u7f51\u7edc\u5c42\u6240\u9700\u8981\u7684\u56db\u4e2a\u6b65\u9aa4":55,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":57,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":57,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":44,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":74,"\u5728\u91c7\u7528sgd":39,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":65,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":80,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":80,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":46,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":46,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":66,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":39,"\u5728c":32,"\u5728c\u7684\u5934\u6587\u4ef6":32,"\u5728cub":73,"\u5728eigen\u4e2d":57,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":66,"\u5728linux\u4e0b":81,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":78,"\u5728movielen":78,"\u5728paddl":68,"\u5728paddle\u4e2d":65,"\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":20,"\u5728paddlepaddle\u4e2d":[44,51],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":49,"\u5728paddlepaddle\u91cc":40,"\u5728paramet":19,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":56,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":51,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":51,"\u5728trainer":65,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":49,"\u5730\u7406\u4f4d\u7f6e":49,"\u5730\u94c1\u7ad9":49,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":33,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":74,"\u5747\u5300\u5206\u5e03":39,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":63,"\u5747\u662f\u5728":33,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":49,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":49,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":51,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":78,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":27,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,76],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":45,"\u57fa\u672c\u76f8\u540c":72,"\u57fa\u7c7b":56,"\u586b\u5199":54,"\u589e\u52a0":56,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":67,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":56,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":65,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":55,"\u58f0\u660epython\u6570\u636e\u6e90":78,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":60,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":76,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":51,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":78,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":73,"\u5907\u6ce8":60,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":60,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":49,"\u5916\u5c42outer_step\u4e2d":49,"\u591a\u4e2a\u503c":20,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":76,"\u591a\u4e2aparamet":19,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":51,"\u591a\u673a\u8bad\u7ec3":39,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":51,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":80,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":55,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":55,"\u5927\u591a\u6570\u6210\u529f\u7684srl\u7cfb\u7edf\u662f\u5efa\u7acb\u5728\u67d0\u79cd\u5f62\u5f0f\u7684\u53e5\u6cd5\u5206\u6790\u7ed3\u679c\u4e4b\u4e0a\u7684":79,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":55,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":32,"\u5927\u5b66\u751f":77,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":53,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":42,"\u5927\u5c0f":61,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":53,"\u5929":49,"\u5929\u4e00\u5e7f\u573a":49,"\u5929\u4e00\u9601":49,"\u5929\u732b":80,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":55,"\u5934\u6587\u4ef6\u5982\u4e0b":55,"\u5947\u5e7b\u7247":77,"\u597d":49,"\u597d\u5403":49,"\u597d\u8bc4":76,"\u5982":[2,52,54,56,61,65],"\u59822":61,"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":57,"\u5982\u4e0b":[2,78,80],"\u5982\u4e0b\u56fe\u6240\u793a":[49,60,73],"\u5982\u4e0b\u6240\u793a":[65,74,78],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":76,"\u5982\u4f55":78,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":59,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":59,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":76,"\u5982\u4fe1\u606f\u63d0\u53d6":79,"\u5982\u56fe2\u6240\u793a":80,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":80,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":81,"\u5982\u6709":56,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":55,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":74,"\u5982\u679c\u4e0d\u4e3a0":63,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u5207\u8bcd":76,"\u5982\u679c\u4e0d\u6536\u655b":39,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":78,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":63,"\u5982\u679c\u4e3afals":63,"\u5982\u679c\u4e3atrue":[2,63],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":41,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":54,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":63,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":80,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":52,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":80,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":65,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":63,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":81,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":80,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[46,47],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":52,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":73,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":55,"\u5982\u679c\u4f7f\u7528":[61,72],"\u5982\u679c\u4f7f\u7528nvidia":42,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":66,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":32,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":39,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":39,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":72,"\u5982\u679c\u53ea\u5b9e\u73b0\u4e86cpu\u7248\u672c":56,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":63,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":63,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":63,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":39,"\u5982\u679c\u5931\u8d25":36,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":79,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":39,"\u5982\u679c\u5df2\u5b89\u88c5":79,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":68,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":41,"\u5982\u679c\u60a8\u5728\u56fd\u5185":42,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":42,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":78,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":53,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":60,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":60,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":60,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":57,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":49,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":60,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":53,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":60,"\u5982\u679c\u6267\u884c\u5931\u8d25":66,"\u5982\u679c\u6267\u884c\u6210\u529f":74,"\u5982\u679c\u63d0\u793a\u6b63\u786e":58,"\u5982\u679c\u63d0\u793a\u9519\u8bef":58,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":80,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":66,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u662f\u5e8f\u5217":78,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":51,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":51,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":54,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":36,"\u5982\u679c\u672a\u8bbe\u7f6e":63,"\u5982\u679c\u672a\u8bbe\u7f6egpu":65,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":33,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":60,"\u5982\u679c\u68c0\u67e5\u5230\u5206\u914d\u5728\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u53c2\u6570\u7684\u5206\u5e03\u4e0d\u5747\u5300\u6b21\u6570\u5927\u4e8echeck":63,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":51,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":81,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":54,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":63,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":53,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":72,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":39,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":32,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":53,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":60,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":61,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":39,"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":53,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":55,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":52,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":36,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":80,"\u5982\u679c\u8981\u4f7f\u7528gpu":42,"\u5982\u679c\u8981\u542f\u7528gpu":61,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":54,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":54,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":39,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":78,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":39,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":63,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":54,"\u5982\u679c\u8bf4\u4e00\u4e2adocker\u955c\u50cf\u5c31\u662f\u4e00\u4e2a\u7a0b\u5e8f":42,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":32,"\u5982\u679c\u8f93\u51fa\u662fno":42,"\u5982\u679c\u8fd0\u884c":39,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[74,80],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":61,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":42,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":55,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":55,"\u5982\u679cgpu":56,"\u5982\u679clearning_rate\u592a\u5927":39,"\u5982\u679clearning_rate\u592a\u5c0f":39,"\u5982\u679cop\u4e0d\u5e26kernel":56,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":56,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":39,"\u5982\u679cparamet":19,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":54,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":39,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":54,"\u5982\u9ad8\u4eae\u90e8\u5206":60,"\u5b50":49,"\u5b50\u53e5":51,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":51,"\u5b50\u76ee\u5f55":53,"\u5b57\u5178":81,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":81,"\u5b57\u5178\u5171\u5305\u542b":72,"\u5b57\u5178\u6587\u4ef6":[79,80],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":72,"\u5b57\u5178imdb":80,"\u5b57\u6bb5\u4e2d":68,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":68,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":68,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b58\u50a8\u5377":66,"\u5b58\u50a8\u5728\u8bb0\u5fc6\u5355\u5143\u533a\u5757\u7684\u5386\u53f2\u4fe1\u606f\u88ab\u66f4\u65b0\u7528\u6765\u8fed\u4ee3\u7684\u5b66\u4e60\u5355\u8bcd\u4ee5\u5408\u7406\u7684\u5e8f\u5217\u7a0b\u73b0":80,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":81,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":78,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":80,"\u5b66\u4e60":53,"\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u5b66\u4e60\u7b97\u6cd5":40,"\u5b66\u672f":77,"\u5b81\u6ce2":49,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":80,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":40,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":61,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":74,"\u5b83\u5305\u542b\u4e86\u8fd9\u4e2a\u8f6f\u4ef6\u672c\u8eab\u548c\u5b83\u6240\u4f9d\u8d56\u7684\u8fd0\u884c\u73af\u5883":42,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":55,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":55,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u5305\u62ec\u4e86\u4e00\u4e2a\u53cc\u5411\u7684gru\u4f5c\u4e3a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668":81,"\u5b83\u53eb\u505a":52,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":80,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":61,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":54,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":60,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":81,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":55,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":81,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b58\u50a8\u5f53\u524d\u8282\u70b9\u6240\u6709\u8bad\u7ec3":61,"\u5b83\u5b9a\u4e49\u4e86":52,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":40,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":52,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":61,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":81,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":74,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":81,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":55,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":49,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":49,"\u5b83\u6709\u52a9\u4e8e\u5e2e\u52a9\u9891\u7e41\u4fee\u6539\u548c\u8bbf\u95ee\u5de5\u4f5c\u533a\u6587\u4ef6\u7684\u7528\u6237\u51cf\u5c11\u8d1f\u62c5":61,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":81,"\u5b83\u7684":52,"\u5b83\u7684\u529f\u80fd\u662f":56,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":80,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":48,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":80,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":55,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":80,"\u5b83\u80fd\u591f\u4ece\u8bcd\u7ea7\u5230\u5177\u6709\u53ef\u53d8\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u7ea7\u522b\u6765\u603b\u7ed3\u8868\u793a":80,"\u5b83\u8868\u793a":53,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":40,"\u5b83\u8fd4\u56degen":81,"\u5b83\u8fd4\u56detrain":81,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":80,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":55,"\u5b89\u6392":49,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":45,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":33,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":58,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":53,"\u5b89\u88c5\u6587\u6863":44,"\u5b89\u88c5\u6d41\u7a0b":76,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":76,"\u5b89\u88c5pillow":73,"\u5b89\u9759":49,"\u5b8c\u6210":54,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":27,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":51,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":68,"\u5b8c\u6210\u5f00\u53d1":42,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":48,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":44,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":39,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":55,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":52,"\u5b98\u65b9\u6587\u6863":41,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":51,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":51,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":79,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":73,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":40,"\u5b9a\u4e49\u4f4d\u7f6e":56,"\u5b9a\u4e49\u4fdd\u6301\u4e00\u81f4":56,"\u5b9a\u4e49\u5728\u5916\u5c42":51,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":63,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":40,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":52,"\u5b9a\u4e49\u7c7b\u578b":56,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":52,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":80,"\u5b9a\u4e49\u8f93\u5165":56,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":40,"\u5b9a\u4e49\u8f93\u51fa":56,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":52,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":52,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":44,"\u5b9e\u4f8b\u5982\u4e0b":79,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":49,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":55,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":52,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":55,"\u5b9e\u73b0\u5728":56,"\u5b9e\u73b0\u5bf9":57,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":56,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":55,"\u5b9e\u73b0\u7b80\u5355":32,"\u5b9e\u73b0\u7ec6\u8282":55,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":55,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":55,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":51,"\u5b9e\u73b0\u8be5\u5c42\u7684c":55,"\u5b9e\u9645\u4e0a":42,"\u5b9e\u9645\u4e0a\u53ea\u6709":74,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":77,"\u5ba2\u6237":49,"\u5ba2\u6237\u670d\u52a1":77,"\u5bb6":49,"\u5bb9\u5668":[42,66],"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":66,"\u5bb9\u5668\u4f7f\u7528":42,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":68,"\u5bbf\u4e3b\u673a\u662flinux":47,"\u5bbf\u4e3b\u673a\u7684c":[46,47],"\u5bbf\u4e3b\u673a\u76ee\u5f55":66,"\u5bc4\u5b58\u5668\u4f7f\u7528\u60c5\u51b5\u548c\u5171\u4eab\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u80fd\u8ba9\u6211\u4eec\u5bf9gpu\u7684\u6574\u4f53\u4f7f\u7528\u6709\u66f4\u597d\u7684\u7406\u89e3":60,"\u5bf9":49,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,44],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,44],"\u5bf9\u4e8e":52,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":32,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":49,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":53,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":49,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":49,"\u5bf9\u4e8e\u53cc\u5c42rnn":49,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":32,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":49,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":32,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":32,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":55,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":81,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":49,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":49,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":78,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":33,"\u5bf9\u4e8e\u6bcf\u79cdc":33,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":76,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":52,"\u5bf9\u4e8eamazon":76,"\u5bf9\u4e8erasspberri":47,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":60,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":55,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":73,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":54,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":51,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":51,"\u5bf9\u5e94\u4e8e\u5b57\u5178":72,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":56,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":81,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":76,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":80,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":81,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":55,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":55,"\u5bf9\u6bd4":32,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":56,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":55,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":54,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":54,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":76,"\u5bf9\u8c61":39,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":78,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":33,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":51,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":36,"\u5bf9\u9762":49,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,44],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":33,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":39,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":39,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":39,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":39,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":39,"\u5c01\u88c5\u4e86":60,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":55,"\u5c06":[2,36,39,60,76],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":52,"\u5c06\u4e3b\u673a\u4e0a\u7684\u6587\u4ef6\u6216\u76ee\u5f55\u6302\u8f7d\u5230":42,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":78,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":46,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":63,"\u5c06\u5176\u8bbe\u7f6e\u6210":39,"\u5c06\u5355\u5143\u6d4b\u8bd5\u52a0\u5165\u5de5\u7a0b":56,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":49,"\u5c06\u542b\u6709\u5b50\u53e5":51,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":73,"\u5c06\u5728":73,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":61,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":66,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":49,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":63,"\u5c06\u5927\u91cf\u7684":32,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":39,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":52,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":72,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":73,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":36,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":55,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":78,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":54,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":68,"\u5c06\u6bcf\u4e2a\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6\u5408\u5e76\u4e3a\u4e00\u4e2a\u6587\u4ef6":81,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":68,"\u5c06\u7528\u4e8epython":56,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":68,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":72,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":68,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":76,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":61,"\u5c06\u8fd9\u79cd\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u8fde\u63a5\u7528\u4e00\u4e2a\u7279\u6b8a\u7684\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5b9e\u73b0":49,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":54,"\u5c06\u900f\u660e":61,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":68,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":36,"\u5c11\u4e8e5":61,"\u5c1a\u53ef":49,"\u5c31":49,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":42,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":66,"\u5c31\u53ef\u4ee5\u6309":53,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":39,"\u5c31\u662f":49,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":40,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":60,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":76,"\u5c31\u8fd9\u4e48\u7b80\u5355":42,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":60,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":32,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":42,"\u5c3a\u5bf8":74,"\u5c3d\u65e9\u62a5\u9519":56,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":73,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":79,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":55,"\u5c42\u6743\u91cd":74,"\u5c42\u6b21\u5316\u7684rnn":51,"\u5c42\u7279\u5f81":74,"\u5c42\u7684\u540d\u79f0\u4e0e":52,"\u5c42\u7684\u5927\u5c0f":55,"\u5c42\u7684\u7279\u5f81":74,"\u5c42\u7684\u7c7b\u578b":55,"\u5c42\u7684\u8f93\u5165":79,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":79,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":52,"\u5c42\u7ec4\u6210\u4e00\u5bf9":79,"\u5c45\u7136":49,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":81,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":76,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":78,"\u5c5e\u6027":[56,79],"\u5d4c\u5165\u5c42":78,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":78,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":78,"\u5de5\u4f5c\u6a21\u5f0f":63,"\u5de5\u4f5c\u7a7a\u95f4":61,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":61,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":61,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":61,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":61,"\u5de5\u5177":80,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":80,"\u5de5\u5177\u6765\u7ba1\u7406":54,"\u5de5\u5177\u94fe\u7684android":46,"\u5de5\u7a0b\u5e08":77,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":74,"\u5de6\u8fb9\u662f":74,"\u5dee\u8bc4":76,"\u5df2\u6253\u5f00":54,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":63,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":61,"\u5e02\u573a":77,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":60,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":78,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":56,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":51,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":51,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":48,"\u5e38\u5e38\u51fa\u73b0":39,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":76,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":66,"\u5e72\u51c0":49,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":72,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":73,"\u5e74\u9f84":77,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":77,"\u5e74\u9f84\u548c\u804c\u4e1a":78,"\u5e76\u4e0d\u4fdd\u8bc1":55,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":49,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":68,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":49,"\u5e76\u4e0d\u96be":53,"\u5e76\u4e14":[2,52],"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":57,"\u5e76\u4e14\u4f7f\u7528":33,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":49,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":81,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":65,"\u5e76\u4e14\u5305\u62ecunit":54,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":74,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":39,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":40,"\u5e76\u4e14\u542f\u52a8\u540e\u6267\u884c":42,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":68,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":32,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":76,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":74,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":78,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":81,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":44,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":53,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":27,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":27,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":39,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":80,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":56,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":54,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":32,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":56,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":54,"\u5e76\u4e14\u8fd0\u884c":53,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":81,"\u5e76\u4e14\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u7684\u6240\u6709\u8282\u70b9\u5c06\u5728\u6b63\u5e38\u60c5\u51b5\u4e0b\u5904\u7406\u5177\u6709\u76f8\u540c\u903b\u8f91\u4ee3\u7801\u7684\u6587\u4ef6":61,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":55,"\u5e76\u4e14cpu":56,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":39,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":79,"\u5e76\u4f7f\u7528\u4e86dropout":76,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":73,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":54,"\u5e76\u521b\u5efaoptim":44,"\u5e76\u521d\u59cb\u5316":56,"\u5e76\u5220\u9664":36,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u53d1\u5e03\u5230pypi":36,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":55,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":52,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":42,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":55,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":56,"\u5e76\u5b9a\u4e49\u5143\u7c7b":56,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":55,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":52,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":81,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":81,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":40,"\u5e76\u5c06c":33,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":81,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":80,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6307\u5b9abatch":81,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":80,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":32,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":56,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":56,"\u5e76\u7531":79,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":73,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":72,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[46,47],"\u5e76\u88ab\u53cd\u5411\u5904\u7406":79,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u89c2\u5bdf\u7ed3\u679c":60,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":56,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":54,"\u5e76\u8bbe\u7f6e":61,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":44,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":36,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":76,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":36,"\u5e8a\u4e0a\u7528\u54c1":49,"\u5e8a\u57ab":49,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":48,"\u5e8f\u5217\u5230\u5e8f\u5217":81,"\u5e8f\u5217\u6570\u636e\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u9762\u5bf9\u7684\u4e00\u79cd\u4e3b\u8981\u8f93\u5165\u6570\u636e\u7c7b\u578b":51,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":48,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":51,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":51,"\u5e8f\u5217\u7684\u5f00\u59cb":81,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":48,"\u5e8f\u5217\u7684\u7ed3\u5c3e":81,"\u5e8f\u5217\u7684\u7ed3\u675f":81,"\u5e93":61,"\u5e93\u7684\u8def\u5f84":61,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":52,"\u5e94\u7528\u6a21\u578b":76,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":54,"\u5e94\u8be5":49,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":52,"\u5e94\u8be5\u8bf4\u8c22\u8c22":54,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":53,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":39,"\u5e95\u5c42\u8fdb\u7a0b":61,"\u5efa\u7acb\u4e00\u4e2a":54,"\u5efa\u8bae":[36,54],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":61,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":63,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":33,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":54,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":42,"\u5f00\u53d1\u8005\u4f7f\u7528":53,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":36,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":58,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":36,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":36,"\u5f00\u53d1\u955c\u50cf":[42,54],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":42,"\u5f00\u5934":56,"\u5f00\u59cb":40,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f00\u59cb\u6807\u8bb0":52,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":76,"\u5f00\u59cb\u9636\u6bb5":60,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":62,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":80,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":12,"\u5f15\u5bfc\u5c42":52,"\u5f15\u7528":61,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":51,"\u5f3a\u70c8\u63a8\u8350":49,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":78,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":52,"\u5f53":65,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":80,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":55,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u5355\u8bcd\u5728\u76f8\u6bd4\u4e4b\u4e0b\u603b\u662f\u88ab\u5f53\u4f5c\u771f\u503c":81,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":81,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":52,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":55,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":49,"\u5f53\u524d\u8bc4\u4f30\u4e2d":81,"\u5f53\u524dbatch\u7684cost":81,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":76,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":76,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":36,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":63,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":63,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":66,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":68,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":63,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":76,"\u5f53\u6a21\u5f0f\u4e3a":63,"\u5f53\u7136":60,"\u5f53\u7136\u53ef\u4ee5":53,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":33,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":55,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":52,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":63,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":65,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":57,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":81,"\u5f53classif":81,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":27,"\u5f62\u6210recurr":51,"\u5f62\u6210recurrent\u8fde\u63a5":51,"\u5f62\u72b6":74,"\u5f88":[49,76],"\u5f88\u591a":[49,53],"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":42,"\u5f88\u5b89\u9759":49,"\u5f88\u5e72\u51c0":49,"\u5f88\u65b9\u4fbf":49,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":60,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":73,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f8b\u5e08":77,"\u5f97":49,"\u5f97\u4f7f\u7528":32,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":76,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":78,"\u5f97\u5230\u8f93\u51fa\u503c":56,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":51,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":52,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":52,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":52,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":52,"\u5faa\u73af\u7f51\u7edc\u4ece":52,"\u5fc5\u8981":33,"\u5fc5\u987b":55,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":49,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":51,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":52,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":46,"\u5fc5\u987b\u914d\u7f6e\u4e3a":47,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":80,"\u5feb":[49,80],"\u5feb\u901f\u5165\u95e8":75,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":66,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":66,"\u6027\u4ef7\u6bd4":49,"\u6027\u522b":[77,78],"\u6027\u80fd\u5206\u6790":60,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":60,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":60,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":53,"\u6027\u80fd\u8c03\u4f18":62,"\u603b\u4f53\u6765\u8bf4":49,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":72,"\u603b\u8bc4\u520610\u5206":80,"\u6050\u6016\u7247":77,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":60,"\u60a8\u53ef\u4ee5\u4efb\u610f\u4f7f\u7528\u4e00\u4e2a\u6216\u4e24\u4e2a\u6765\u5bf9\u611f\u5174\u8da3\u7684\u4ee3\u7801\u6bb5\u505a\u6027\u80fd\u5206\u6790":60,"\u60a8\u53ef\u4ee5\u5bfc\u5165":60,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":60,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":52,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":60,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":60,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":60,"\u60a8\u9700\u8981\u66f4\u6539":42,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":60,"\u60ac\u7591\u7247":77,"\u60c5\u6001\u52a8\u8bcd":79,"\u60c5\u611f\u5206\u6790":[36,75],"\u60c5\u611f\u5206\u6790\u4e5f\u5e38\u7528\u4e8e\u57fa\u4e8e\u5927\u91cf\u8bc4\u8bba\u548c\u4e2a\u4eba\u535a\u5ba2\u6765\u76d1\u63a7\u793e\u4f1a\u5a92\u4f53":80,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":80,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":80,"\u60ca\u9669\u7535\u5f71":77,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":80,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":52,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":63,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":63,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":63,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":63,"\u611f\u89c9":49,"\u620f\u5267":77,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":68,"\u6210\u5458":56,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":55,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":60,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":33,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":44,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":78,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":55,"\u6211\u4eec\u4ec5\u7528":78,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":67,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":68,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":76,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":81,"\u6211\u4eec\u4f1a\u5728":42,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":55,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":55,"\u6211\u4eec\u4f7f\u7528":[55,61,80],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":44,"\u6211\u4eec\u4f7f\u7528\u4e86":49,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":81,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":80,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":81,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":79,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":81,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":74,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":65,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":40,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":40,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":57,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":73,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":44,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":80,"\u6211\u4eec\u53ea\u6240\u4ee5\u4f7f\u7528lstm\u6765\u6267\u884c\u8fd9\u4e2a\u4efb\u52a1\u662f\u56e0\u4e3a\u5176\u6539\u8fdb\u7684\u8bbe\u8ba1\u5e76\u4e14\u5177\u6709\u95e8\u673a\u5236":80,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":67,"\u6211\u4eec\u53ea\u9700\u8981":53,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":49,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":76,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":54,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":53,"\u6211\u4eec\u53ef\u4ee5":53,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":73,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":44,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":52,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":44,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":57,"\u6211\u4eec\u53ef\u4ee5\u5728":54,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":44,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":44,"\u6211\u4eec\u53ef\u4ee5\u5c06":61,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":48,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":78,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":40,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":80,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":51,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":81,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":81,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":81,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":73,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":68,"\u6211\u4eec\u5728":57,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":81,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":52,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":81,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":81,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":76,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":52,"\u6211\u4eec\u5c06":[68,78],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":49,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":67,"\u6211\u4eec\u5c06\u4ee5":[61,76],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":76,"\u6211\u4eec\u5c06\u4f7f\u7528":52,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":52,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":73,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":49,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":76,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":62,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":76,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":61,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":78,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":61,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":73,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":76,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":76,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":54,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":40,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":52,"\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u68c0\u9a8c\u6a21\u578b\u7684\u597d\u574f":40,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":73,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":55,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":55,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":76,"\u6211\u4eec\u611f\u8c22":81,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":42,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":42,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":41,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":80,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":80,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":58,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":74,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":42,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":80,"\u6211\u4eec\u63d0\u4f9b\u4e86c":74,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":42,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":27,"\u6211\u4eec\u65e0\u6cd5\u5728docker\u5bb9\u5668\u4e2d":42,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":49,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":52,"\u6211\u4eec\u7528":77,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":78,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":78,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":40,"\u6211\u4eec\u7684":53,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":72,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":54,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":79,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":49,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":49,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":80,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":54,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":48,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":27,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":57,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":67,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":52,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":49,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":56,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":61,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":49,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":68,"\u6211\u4eec\u9075\u5faa":81,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":79,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":76,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":42,"\u6211\u4eec\u9700\u8981":53,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":73,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":57,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":81,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":67,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":61,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":57,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":55,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":78,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":80,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":78,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":72,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":78,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":44,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":80,"\u6211\u5220\u9664\u4e86":54,"\u6211\u53ef\u4ee5\u7528":53,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":53,"\u6216":[2,60,73,79],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u6216\u4e00\u4e2a\u5411\u91cf":51,"\u6216\u4e0d\u786e\u5b9a":77,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":78,"\u6216\u6700\u5927\u503c":48,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":48,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":48,"\u6216\u8005":[32,33,39,42,48,49,53,56,60],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[48,51],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":60,"\u6216\u8005\u53cd\u5411\u5730\u4ece":52,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":63,"\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":19,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":62,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":49,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":80,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":60,"\u6216\u8005\u66f4\u65e9":39,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":49,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":74,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":39,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[46,47],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":39,"\u6216\u8005\u8fd0\u884c":39,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":65,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":42,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216gpu":63,"\u6216gpu\u4e2a\u6570":80,"\u6218\u4e89\u7247":77,"\u623f":49,"\u623f\u95f4":49,"\u6240\u4ee5":[2,39],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4f60\u53ea\u7528\u6309\u4e0b\u9762\u7684\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u6910\u5c31\u884c\u4e86":80,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":39,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":40,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":67,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":49,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":42,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":66,"\u6240\u4ee5\u5bf9":49,"\u6240\u4ee5\u5f88\u591a\u65f6\u5019\u4f60\u9700\u8981\u505a\u7684\u53ea\u662f\u5b9a\u4e49\u6b63\u786e\u7684\u7f51\u7edc\u5c42\u5e76\u628a\u5b83\u4eec\u8fde\u63a5\u8d77\u6765":40,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":60,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":67,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":68,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":58,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":49,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u653e\u4e00\u4e2a\u7a7a\u5217\u8868":40,"\u6240\u4ee5\u65e0\u9700\u5224\u65adavx\u5373\u53ef\u4f7f\u7528":42,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":27,"\u6240\u4ee5\u8bad\u7ec3":61,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":55,"\u6240\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":47,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":49,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":33,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":54,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":63,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":80,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":61,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":61,"\u6240\u6709\u67b6\u6784":46,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":80,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":42,"\u6240\u6709\u7684":[54,55],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":77,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":55,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":33,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":49,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":77,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":77,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":77,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":55,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":33,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":55,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":61,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":52,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":76,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":74,"\u6240\u793a":79,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":46,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u624b\u5de5\u827a\u8005":77,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":49,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":42,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":60,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":78,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":41,"\u6253\u5f00":60,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":58,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":33,"\u6267\u884c":[79,80],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":80,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":56,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[46,47],"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":52,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[46,47],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":60,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":74,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":66,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":78,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":79,"\u6279\u6b21\u7684\u6570\u636e":78,"\u627e\u5230":52,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":60,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":60,"\u6280\u672f\u5458":77,"\u628a":[20,55],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":57,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":53,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":80,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":42,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":67,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":53,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":80,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":52,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":52,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":72,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":72,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":81,"\u62c6\u89e3":51,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":49,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":68,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":76,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":42,"\u6302\u8f7dvolum":42,"\u6307\u5411\u4e00\u4e2alayer":51,"\u6307\u5b9a":[39,51,52],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":63,"\u6307\u5b9a\u4f7f\u75282":39,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":76,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":56,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":63,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":56,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":74,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":74,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":74,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":74,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":76,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":81,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":76,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":51,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":76,"\u6307\u5b9abatch":81,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":63,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":49,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":63,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":63,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":63,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":63,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":63,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":63,"\u6307\u793a\u662f\u5426\u68c0\u67e5\u6240\u6709\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u7684\u5206\u5e03\u662f\u5747\u5300\u7684":63,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":79,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":79,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":63,"\u6309\u7167":47,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":68,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":53,"\u6309\u94ae":54,"\u633a":49,"\u633a\u597d":49,"\u6355\u83b7":76,"\u6362":49,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":48,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":44,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":44,"\u63a5\u4e0b\u6765":[56,76,80],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":60,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":60,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":54,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":54,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":76,"\u63a5\u4e0b\u6765\u7b49\u5f85":54,"\u63a5\u53d7":79,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":56,"\u63a5\u53d7\u7684\u4e1c\u897f":79,"\u63a5\u53d7\u8005":79,"\u63a5\u53e3":[32,33,56,57],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":57,"\u63a5\u53e3\u540d\u79f0":61,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":33,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":74,"\u63a5\u53e3\u662f":20,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":57,"\u63a5\u53e3\u6709\u4e00\u4e2a":39,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":76,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":74,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":74,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":27,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":42,"\u63a7\u5236":63,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":40,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":42,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":42,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":42,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":55,"\u63a8\u8350":49,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u56fd\u5185\u7528\u6237\u4f7f\u7528ocker":42,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":41,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u8350\u7cfb\u7edf":61,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":54,"\u63a8\u9500\u5458":77,"\u63cf\u8ff0":41,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":53,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":76,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":56,"\u63cf\u8ff0\u95ee\u9898":54,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":66,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":58,"\u63d0\u4ea4pull":54,"\u63d0\u4f9b":61,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":27,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":68,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":61,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":61,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":61,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":27,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":48,"\u63d0\u4f9b\u6700\u65b0":42,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":27,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":61,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":72,"\u63d0\u793a":39,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":44,"\u64cd\u4f5c":49,"\u64cd\u4f5c\u7cfb\u7edf":53,"\u64cd\u6301\u5bb6\u52a1\u8005":77,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[50,51],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":27,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":46,"\u652f\u6301rbd":66,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":68,"\u653e\u5fc3":49,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u6548\u679c\u603b\u7ed3":76,"\u6559\u7a0b\u6587\u6863\u5230":61,"\u6559\u80b2\u5de5\u4f5c\u8005":77,"\u6570":[51,79],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":51,"\u6570\u636e":[27,81],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":73,"\u6570\u636e\u4e2d0":39,"\u6570\u636e\u5217\u8868":74,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":72,"\u6570\u636e\u5c42":[40,78],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":61,"\u6570\u636e\u63d0\u4f9b\u5668":62,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":78,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":78,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":61,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":32,"\u6570\u636e\u8f93\u5165":51,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":27,"\u6570\u636e\u96c6":77,"\u6570\u636e\u96c6\u63cf\u8ff0":78,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":81,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":76,"\u6570\u636e\u9884\u6d4b":79,"\u6570\u6910\u5b9a\u4e49":80,"\u6570\u6910\u8bf4\u660e\u6587\u6863":80,"\u6570\u6910\u96c6\u548c":80,"\u6570\u76ee":65,"\u6574\u4f53":49,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":49,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":68,"\u6574\u6570":55,"\u6574\u6570\u6807\u7b7e":[2,44],"\u6574\u6d01":49,"\u6587\u4e66\u5de5\u4f5c":77,"\u6587\u4ef6":[32,53,54,56,67,79],"\u6587\u4ef6\u4e2d":[56,68,74,77,79],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":74,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":74,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":56,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":56,"\u6587\u4ef6\u4e2d\u6ce8\u518cgpu":56,"\u6587\u4ef6\u4e2d\u7684":74,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":81,"\u6587\u4ef6\u4e3a":[39,81],"\u6587\u4ef6\u4e4b\u5916":54,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":74,"\u6587\u4ef6\u4f1a\u88ab\u81ea\u52a8\u6dfb\u52a0\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":56,"\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":27,"\u6587\u4ef6\u5185\u5bb9\u4e3a":32,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":78,"\u6587\u4ef6\u52a0\u5165\u7f16\u8bd1":56,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u540d\u79f0\u4e3a":78,"\u6587\u4ef6\u547d\u540d\u4ee5":56,"\u6587\u4ef6\u59390":68,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":81,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":27,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":78,"\u6587\u4ef6\u7684\u6539\u53d8":54,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":78,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":73,"\u6587\u4ef6\u7cfb\u7edf\u4ee5\u53ca\u7f51\u7edc\u4e4b\u4e0a":42,"\u6587\u4ef6\u7d22\u5f15":61,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":76,"\u6587\u4ef6model":65,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":42,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":76,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":76,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":76,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":78,"\u6587\u672c\u6295\u5f71\u5c42":78,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":80,"\u6587\u6863":39,"\u6587\u68631":57,"\u6587\u68632":57,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":42,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":79,"\u6587\u6863\u8f83\u5c11":57,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":58,"\u6587\u7ae0":68,"\u65b0":49,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":55,"\u65b0\u624b\u5165\u95e8":71,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":36,"\u65b9\u4fbf":49,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":41,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":42,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":36,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":27,"\u65b9\u5f0f1":39,"\u65b9\u5f0f2":39,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":79,"\u65b9\u6cd5\u4e00":65,"\u65b9\u6cd5\u4e09":65,"\u65b9\u6cd5\u4e8c":65,"\u65c1\u8fb9":49,"\u65c5\u6e38\u7f51\u7ad9":80,"\u65e0":49,"\u65e0\u4e1a\u4eba\u58eb":77,"\u65e0\u5ef6\u8fdf":63,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":32,"\u65e0\u7279\u6b8a\u4f9d\u8d56":56,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65e0\u9700\u4fee\u6539":56,"\u65e0\u9ed8\u8ba4\u503c":[46,47],"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":80,"\u65e8\u5728\u5efa\u7acb\u4e00\u4e2a\u53ef\u4ee5\u88ab\u534f\u540c\u8c03\u81f3\u6700\u4f18\u7ffb\u8bd1\u6548\u679c\u7684\u5355\u795e\u7ecf\u5143\u7f51\u7edc":81,"\u65e9\u9910":49,"\u65f6":[19,39,48,52,55,63,68],"\u65f6\u5019":49,"\u65f6\u52a0\u4e0a":80,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":76,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u76ee\u6807\u8bed\u8a00\u7684\u6587\u4ef6":81,"\u65f6\u88ab\u8bad\u7ec3\u7684":55,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":65,"\u65f6\u95f4":49,"\u65f6\u95f4\u6233":77,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":77,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":49,"\u6620\u5c04\u4e3a":53,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":55,"\u662f":[27,41,49],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":55,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":60,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":60,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":79,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":48,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":32,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":60,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":65,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":40,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":33,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":81,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":80,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":55,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2aunbound":51,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,44],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":51,"\u662f\u4e00\u7ec4":66,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":67,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":32,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":79,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":40,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":39,"\u662f\u504f\u5dee":52,"\u662f\u5176\u5927\u5c0f":40,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":81,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":33,"\u662f\u5411\u91cf":55,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":51,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":41,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":63,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":55,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":46,"\u662f\u5426\u4f7f\u7528gpu":78,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":81,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[46,47],"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":41,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":56,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":63,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":41,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":41,"\u662f\u5426\u5f00\u542frdma":41,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":63,"\u662f\u5426\u652f\u6301gpu":41,"\u662f\u5426\u663e\u793a":63,"\u662f\u5426\u7a00\u758f":55,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":41,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":41,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":41,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":41,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":41,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":63,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":53,"\u662f\u56e0\u4e3ac99\u652f\u6301":32,"\u662f\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u52a0\u8f7d\u5b57\u5178\u5e76\u5b9a\u4e49\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u6a21\u5757\u548c\u7f51\u7edc\u67b6\u6784\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":79,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":52,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":40,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":55,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":55,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":27,"\u662f\u5e8f\u5217":78,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":48,"\u662f\u6211\u4eec":54,"\u662f\u6307":33,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":49,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":49,"\u662f\u6570\u636e\u8f93\u5165":52,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":78,"\u662f\u6709\u610f\u4e49\u7684":49,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":52,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":40,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":53,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":79,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":81,"\u662f\u7528\u6237\u4f7f\u7528c":33,"\u662f\u7684":53,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":81,"\u662f\u77e9\u9635":55,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":40,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":73,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":55,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":55,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":55,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":55,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":55,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":55,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":55,"\u662f\u8f93\u5165":52,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":74,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":60,"\u662fc":33,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":51,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":66,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":60,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":51,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":76,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":66,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":55,"\u662frnn\u72b6\u6001":52,"\u663e":76,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u665a":49,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":43,"\u6682\u4e0d\u8003\u8651\u5728\u5185":39,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":33,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":53,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":39,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":80,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":80,"\u66f4\u591a\u7684\u7f16\u8bd1\u914d\u7f6e\u89c1":47,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":57,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":51,"\u66f4\u5feb":52,"\u66f4\u65b0":39,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":53,"\u66f4\u65b0\u6a21\u5f0f":39,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":39,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":76,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":76,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":76,"\u66f4\u8fdb\u4e00\u6b65":51,"\u66f4\u9ad8":52,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":51,"\u6700":49,"\u6700\u4e0d\u540c\u7684\u7279\u8272\u662f\u5b83\u5e76\u6ca1\u6709\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u5b9a\u957f\u5411\u91cf":81,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":68,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,54,55,61,76,80],"\u6700\u540e\u4e00\u4e2a":48,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":44,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":40,"\u6700\u540e\u518d\u8c03\u7528mutabl":57,"\u6700\u540e\u5220\u9664":36,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":55,"\u6700\u597d\u7684\u6a21\u578b\u662f":80,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":63,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":32,"\u6700\u65b0\u7684\u4ee3\u7801":54,"\u6700\u65b0log":80,"\u6700\u7ec8":55,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":51,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":44,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":42,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":51,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":40,"\u6708\u6e56":49,"\u6709":49,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":66,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[46,47],"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":81,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":78,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":55,"\u6709\u4e9b\u5c42\u6216\u8005\u6fc0\u6d3b\u9700\u8981\u505a\u5f52\u4e00\u5316\u4ee5\u4fdd\u8bc1\u5b83\u4eec\u7684\u8f93\u51fa\u7684\u548c\u662f\u4e00\u4e2a\u5e38\u6570":55,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":39,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":77,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":53,"\u6709\u5173":49,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":46,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":44,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":68,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":80,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":61,"\u6709\u591a\u96be":53,"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":53,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":53,"\u6709\u65f6\u79f0\u4e3a":80,"\u6709\u6807\u51c6\u7684":32,"\u6709\u7684\u65f6\u5019":32,"\u6709\u7684\u65f6\u5019\u7b80\u7b80\u5355\u5355\u7684\u6539\u53d8\u5c31\u80fd\u5728\u6027\u80fd\u4e0a\u4ea7\u751f\u660e\u663e\u7684\u4f18\u5316\u6548\u679c":60,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":39,"\u6709\u989d\u5916\u4f9d\u8d56":56,"\u670d\u52a1":49,"\u670d\u52a1\u5458":49,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":81,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":80,"\u672a\u77e5\u8bcd":72,"\u672c\u4f8b\u4e2d\u4e3a0":72,"\u672c\u4f8b\u4e2d\u4e3a32":72,"\u672c\u4f8b\u4e2d\u4e3a4":72,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":49,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":76,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":76,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":76,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":76,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":36,"\u672c\u5730\u6d4b\u8bd5":62,"\u672c\u5730\u8bad\u7ec3":62,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":65,"\u672c\u5b9e\u4f8b\u4e2d":72,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":76,"\u672c\u5c42\u5c3a\u5bf8":74,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":74,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":74,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":56,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":79,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":52,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":80,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":74,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":49,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":40,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":53,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":49,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":49,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":66,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":68,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":72,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":66,"\u672c\u6587\u6863\u5c06\u4ee5linux":46,"\u672c\u6587\u6863\u63cf\u8ff0paddl":33,"\u672c\u6765":49,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":68,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":68,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":68,"\u672c\u6b21\u8bd5\u9a8c":76,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":49,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":49,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":80,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":81,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":81,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":81,"\u673a\u5668\u7684\u8bbe\u5907":65,"\u673a\u5668\u7ffb\u8bd1":[36,75],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":63,"\u6761\u4ef6\u4e0b":66,"\u6765":49,"\u6765\u4e0b\u8f7ddocker\u955c\u50cf":42,"\u6765\u4ee3\u66ff":54,"\u6765\u4f7f\u7528\u4e00\u4e2a\u955c\u50cf\u542f\u52a8\u4e00\u4e2a\u5bb9\u5668":42,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":55,"\u6765\u505ableu\u8bc4\u4f30":81,"\u6765\u505c\u6b62\u8bad\u7ec3":78,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":60,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":78,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":78,"\u6765\u5217\u51fa\u5f53\u524d\u7cfb\u7edf\u4e2d\u7684\u6240\u6709\u955c\u50cf":42,"\u6765\u521d\u59cb\u5316\u53c2\u6570":39,"\u6765\u542f\u52a8\u548c":53,"\u6765\u5b89\u88c5":61,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":44,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":49,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":76,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":80,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[46,47],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":55,"\u6765\u6267\u884c":53,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":74,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":57,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":56,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":44,"\u6765\u6ce8\u518c\u8be5\u5c42":55,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":65,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":53,"\u6765\u751f\u6210\u5e8f\u5217":81,"\u6765\u7684\u79d2\u6570":77,"\u6765\u786e\u4fdd\u628a":32,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":53,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u6765\u8868\u793a":52,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":79,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":32,"\u6765\u8ba1\u7b97\u68af\u5ea6":55,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":49,"\u6765\u8bbe\u7f6e":39,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":54,"\u6765\u8c03\u7528":53,"\u6765\u8fd0\u884c":61,"\u6765\u8fd0\u884c\u5305\u62ec":53,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":53,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":60,"\u6765\u8fd0\u884c\u955c\u50cf":42,"\u6765\u8fdb\u884c\u8ba8\u8bba":33,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":39,"\u676f\u5b50":49,"\u6784\u5efa":46,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":48,"\u6784\u9020":68,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":56,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":56,"\u6784\u9020paddl":4,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":80,"\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u4e00\u4e2a\u8f93\u5165\u4e3a\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":49,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":62,"\u67e5\u770b":[54,76],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":54,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":54,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":54,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":67,"\u6807\u51c6\u5dee\u4e3a":39,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":36,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":79,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":73,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":73,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":80,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":80,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":42,"\u6807\u7b7e\u6587\u4ef6":79,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":79,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":63,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":53,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":65,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":68,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":61,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":77,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":72,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":63,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":57,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":62,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":63,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":63,"\u6839\u636ecpu":42,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":67,"\u683c\u5f0f":63,"\u683c\u5f0f\u5982\u4e0b":76,"\u683c\u5f0f\u8bf4\u660e":72,"\u68af\u5ea6\u4f1a\u5c31\u5730":55,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":63,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":55,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":63,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":55,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":55,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":56,"\u68d2":76,"\u697c\u5c42":49,"\u6a21\u5757":73,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":57,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b":79,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":39,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":80,"\u6a21\u578b\u5171\u5305\u542b1":72,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":79,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":73,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":76,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":79,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":81,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":61,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":81,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":52,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":52,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":52,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":72,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":52,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":78,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":76,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":40,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":44,"\u6a21\u578b\u8def\u5f84":[74,79],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":79,"\u6a21\u578b\u914d\u7f6e":0,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":32,"\u6a21\u578b\u91c7\u7528":72,"\u6a21\u578b\u9884\u6d4b":4,"\u6b21":49,"\u6b22\u8fce\u901a\u8fc7":54,"\u6b63\u6837\u672c":76,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":39,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":62,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":80,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":80,"\u6b64\u547d\u4ee4\u5c06\u5728your":46,"\u6b64\u5904":72,"\u6b64\u5904\u90fd\u4e3a2":49,"\u6b64\u5916":[46,53,54],"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":60,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":80,"\u6b64\u65f6\u53ea\u9700\u8981":53,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":42,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":51,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":80,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":79,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":80,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":79,"\u6bcf\u4e00\u4e2a":36,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":76,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":49,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":49,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":78,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":61,"\u6bcf\u4e00\u4e2akey\u7531":78,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":49,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":80,"\u6bcf\u4e2a":[61,79],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u6bcf\u4e2a\u5355\u5c42rnn":51,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":81,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":49,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":52,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":52,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":49,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":73,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":81,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":81,"\u6bcf\u4e2a\u5c42\u5728\u5176":55,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":76,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":63,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":81,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":80,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":80,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":51,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":49,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":55,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":49,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":49,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":78,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":78,"\u6bcf\u4e2a\u72b6\u6001":51,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":73,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":73,"\u6bcf\u4e2a\u7ebf\u7a0b":63,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":63,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":81,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":63,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":80,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":80,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":55,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":55,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":81,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":54,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":76,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":76,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":68,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":77,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":63,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":65,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":81,"\u6bcf\u6279\u6b21":63,"\u6bcf\u6b21":42,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":54,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":54,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":80,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":81,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":76,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":72,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":74,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":72,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":55,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":81,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":63,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":63,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":63,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":63,"\u6bcf\u969410\u5206\u949f":19,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":76,"\u6bcfdot":63,"\u6bcflog":63,"\u6bcfsave":63,"\u6bcftest":63,"\u6bd4\u5982":[20,39,42,46,53,54,76],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":49,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":54,"\u6bd4\u5982\u5c06":36,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[46,47],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":39,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":66,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":54,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6c34\u6e29":49,"\u6c49\u5ead":49,"\u6c60\u5316\u5c42":73,"\u6ca1":49,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":72,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[46,47],"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":77,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":78,"\u6cd5\u8bed":81,"\u6ce8":[19,42],"\u6ce8\u518c":56,"\u6ce8\u518ccpu":56,"\u6ce8\u518cop":56,"\u6ce8\u610f":[2,41,42,44,46,47,52,55,58,68,73],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":68,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":65,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":80,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":68,"\u6ce8\u91ca":56,"\u6ce8\u91ca\u6389":80,"\u6cf3\u6c60":49,"\u6d41":49,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":54,"\u6d44":49,"\u6d4b\u8bd5":54,"\u6d4b\u8bd5\u524d\u5411oper":56,"\u6d4b\u8bd5\u6570\u636e":61,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":61,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":61,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":81,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":61,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":61,"\u6d4b\u8bd5\u6570\u6910\u96c6":80,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":63,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":54,"\u6d4b\u8bd5\u6837\u672c":61,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":80,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":65,"\u6d4b\u8bd5\u811a\u672c\u662f":79,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":80,"\u6d4b\u8bd5docker\u955c\u50cf":36,"\u6d4b\u8bd5model_list":62,"\u6d4b\u8bd5save_dir":62,"\u6d4f\u89c8\u4ee3\u7801":42,"\u6d6a\u6f2b\u7247":77,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":39,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":72,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":55,"\u6dd8\u5b9d\u7b49":80,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":79,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":45,"\u6df7\u5408":79,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":52,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":56,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":68,"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":56,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":56,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":56,"\u6e05\u7406":53,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":39,"\u6e29\u99a8":49,"\u6e90":81,"\u6e90\u4ee3\u7801":[42,76],"\u6e90\u4ee3\u7801\u683c\u5f0f":54,"\u6e90\u5b57\u5178":81,"\u6e90\u5e8f\u5217":52,"\u6e90\u7801":42,"\u6e90\u7801\u4e0edemo":67,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":53,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":58,"\u6e90\u7801\u7f16\u8bd1paddlepaddl":47,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":81,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":72,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":72,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":72,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":74,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":74,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":79,"\u6f14\u793a\u91c7\u7528":79,"\u6fc0\u6d3b":55,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":76,"\u6fc0\u6d3b\u65b9\u7a0b":55,"\u6fc0\u6d3b\u7684\u7c7b\u578b":55,"\u70ed\u60c5":49,"\u7136\u540e":[60,61,72,78],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":40,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":51,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":81,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":80,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":57,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":78,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":40,"\u7136\u540e\u5355\u51fb":54,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":68,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":74,"\u7136\u540e\u5728":81,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":49,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":42,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":81,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":39,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":39,"\u7136\u540e\u5b9a\u4e49":52,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":68,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":27,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":78,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":78,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":81,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":79,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":78,"\u7136\u540e\u6240\u6709\u7528":54,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":27,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":74,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":67,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":54,"\u7136\u540e\u63d0\u53d6\u9690\u85cflstm\u5c42\u7684\u6240\u6709\u65f6\u95f4\u6b65\u957f\u7684\u6700\u5927\u8bcd\u5411\u91cf\u4f5c\u4e3a\u6574\u4e2a\u5e8f\u5217\u7684\u8868\u793a":80,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":81,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":78,"\u7136\u540e\u70b9\u51fb":54,"\u7136\u540e\u7528\u5bc6\u7801":42,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":78,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":68,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":55,"\u7136\u540e\u89e3\u538b":81,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":81,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":78,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":78,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":68,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":68,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":39,"\u7136\u800c":[52,63],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":80,"\u7248\u672c":53,"\u7248\u672c\u5206\u652f":36,"\u7248\u672c\u53f7":36,"\u7248\u672c\u53f7rc":36,"\u7248\u672c\u5728":54,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":36,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":39,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":79,"\u7279\u5f81":78,"\u7279\u5f81\u56fe\u5747\u503c":74,"\u7279\u5f81\u56fe\u65b9\u5dee":74,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":74,"\u7279\u5f81\u6587\u4ef6":79,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":78,"\u72af\u7f6a\u7247":77,"\u72ec\u7acb\u5de5\u5177\u94fe":46,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":46,"\u73af\u5883\u53d8\u91cf":68,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":39,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":78,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":32,"\u7406\u89e3":53,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":80,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":60,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u4ea7\u955c\u50cf":[42,54],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":42,"\u751f\u6210":68,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":32,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":58,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":52,"\u751f\u6210\u5e93":56,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":81,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":81,"\u751f\u6210\u6587\u6863":32,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":42,"\u751f\u6210\u7684":20,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":68,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":39,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":81,"\u751f\u6210\u7684html\u7248\u672c\u7684c":42,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":78,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":55,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":54,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":78,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":42,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":56,"\u751f\u6210api\u6587\u6863":32,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":42,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":27,"\u7528":[27,77,78,79],"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":76,"\u7528\u4e8e":61,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":80,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":55,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":65,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":63,"\u7528\u4e8e\u653e\u7f6e":61,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":72,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":56,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":63,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":80,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":52,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":73,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":61,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":61,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":52,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":49,"\u7528\u6237":61,"\u7528\u62371\u7684\u7279\u5f81":78,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a":47,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":51,"\u7528\u6237\u53ea\u9700\u6267\u884c":79,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":79,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":42,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":42,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":58,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":58,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":72,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":33,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":76,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":33,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":63,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":65,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8\u6587\u6863":42,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":41,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":41,"\u7528\u6237\u53ef\u5c06":46,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":46,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80":47,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":46,"\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f":46,"\u7528\u6237\u53ef\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":47,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":39,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":58,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":68,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":79,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":39,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":72,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":78,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":27,"\u7528\u6237\u7279\u5f81":78,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":79,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[46,47],"\u7528\u6237\u901a\u8fc7c":33,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":65,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[46,47],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":39,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[46,47],"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":58,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":78,"\u7528\u6237id":77,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":77,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":53,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":55,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":40,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":78,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":78,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":40,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":68,"\u7531":51,"\u7531\u4e8e\u4e0a\u4e00\u6b65cmake\u914d\u7f6e\u4e2d":47,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":42,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":49,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":66,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":40,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":77,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":49,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":55,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":79,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":81,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":74,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8ec":32,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":27,"\u7531\u4e8eeigen":57,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":40,"\u7531\u4e8epypi":36,"\u7531\u4e8estep":51,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":57,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":48,"\u7531grouplen":77,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":27,"\u7535\u5f711\u7684\u7279\u5f81":78,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":77,"\u7535\u5f71\u540d\u5b57\u6bb5":78,"\u7535\u5f71\u540d\u79f0":77,"\u7535\u5f71\u548c\u7528\u6237":78,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":78,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":77,"\u7535\u5f71\u7279\u5f81":78,"\u7535\u5f71\u7c7b\u578b":77,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":77,"\u7535\u5f71id":77,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":77,"\u7535\u8111":49,"\u767e\u4e07\u6570\u636e\u96c6":77,"\u7684":[49,53,54,57,61,67,68,76,80],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":51,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":40,"\u7684\u4e00\u79cd":81,"\u7684\u4e3a0":63,"\u7684\u4e3b\u8981\u90e8\u5206":79,"\u7684\u4efb\u4e00\u4e00\u79cd":39,"\u7684\u4efb\u52a1":81,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":57,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":48,"\u7684\u503c":[46,47],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":46,"\u7684\u504f\u7f6e\u5411\u91cf":55,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":56,"\u7684\u5185\u5b58":39,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":81,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":68,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":60,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":74,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":56,"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":78,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":63,"\u7684\u53d8\u6362\u77e9\u9635":55,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":80,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":52,"\u7684\u540e\u7f00":77,"\u7684\u5411\u91cf":55,"\u7684\u542f\u52a8\u53c2\u6570":68,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":68,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u7684\u5730\u5740":66,"\u7684\u5730\u65b9":54,"\u7684\u5747\u5300\u5206\u5e03":39,"\u7684\u5934\u6587\u4ef6":32,"\u7684\u5b9e\u73b0":56,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":40,"\u7684\u5e73\u5747\u503c":48,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":49,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":54,"\u7684\u5f00\u53d1\u6d41\u7a0b":53,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":56,"\u7684\u603b":61,"\u7684\u63a5\u53e3\u6837\u5f0f":32,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":54,"\u7684\u64cd\u4f5c":57,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":76,"\u7684\u6570\u76ee\u4e00\u81f4":48,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":54,"\u7684\u65b9\u5f0f":42,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":81,"\u7684\u65b9\u7a0b":55,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":39,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":49,"\u7684\u6700\u5c0f\u503c":63,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":54,"\u7684\u6784\u9020\u51fd\u6570":56,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":52,"\u7684\u6837\u5f0f":54,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":51,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":51,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":79,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":54,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":32,"\u7684\u7248\u672c":53,"\u7684\u7248\u672c\u53f7":72,"\u7684\u7279\u5f81":74,"\u7684\u72b6\u6001":51,"\u7684\u7528\u6237\u53c2\u8003":61,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":78,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":40,"\u7684\u77e9\u9635":55,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":81,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":55,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":79,"\u7684\u7b2ci\u4e2a\u503c":55,"\u7684\u7b2cj\u4e2a\u503c":55,"\u7684\u7cfb\u7edf":53,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":61,"\u7684\u7ed3\u6784\u5982\u4e0b":78,"\u7684\u7ef4\u5ea6":72,"\u7684\u7f29\u5199":27,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":81,"\u7684\u89c4\u8303":32,"\u7684\u89d2\u5ea6":20,"\u7684\u8ba1\u7b97\u4ee3\u7801":57,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":56,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":76,"\u7684\u8bdd":39,"\u7684\u8def\u5f84\u4e2d":80,"\u7684\u8f93\u5165":51,"\u7684\u8f93\u51fa":60,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":60,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":52,"\u7684\u8f93\u51fa\u683c\u5f0f":49,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":52,"\u7684\u8fd0\u884c\u73af\u5883":53,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":77,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":54,"\u7684\u90e8\u5206":61,"\u7684\u914d\u7f6e":72,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":53,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":54,"\u7684cpu":56,"\u7684docker\u955c\u50cf":42,"\u7684op\u65e0\u9700\u4fee\u6539cmakelist":56,"\u7684operator\u4ecd\u9700\u8981\u4fee\u6539":56,"\u76ee\u524d":[51,79],"\u76ee\u524d\u4f7f\u7528":54,"\u76ee\u524d\u53ea\u652f\u6301":46,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":[46,47],"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":27,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":48,"\u76ee\u524d\u652f\u6301fail":63,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":63,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":51,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":32,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":58,"\u76ee\u5f55":[46,47,53,61,67,68,80],"\u76ee\u5f55\u4e0b":[33,42,55,76,81],"\u76ee\u5f55\u4e0b\u627e\u5230":76,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":56,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":46,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":39,"\u76ee\u5f55\u4e2d":[61,78],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[46,47],"\u76ee\u5f55\u4e2d\u7684":[60,61],"\u76ee\u5f55\u4e2dpaddl":68,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":79,"\u76ee\u5f55\u548c":[46,47],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":68,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":81,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":76,"\u76ee\u6807":81,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":79,"\u76ee\u6807\u5411\u91cf":52,"\u76ee\u6807\u5b57\u5178":81,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[46,47],"\u76ee\u6807\u67b6\u6784abi":46,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":39,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":40,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":32,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":33,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":32,"\u76f4\u63a5\u7f16\u8bd1raspberri":47,"\u76f4\u63a5\u8fd0\u884c":42,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":76,"\u76f8\u5173\u6587\u6863":47,"\u76f8\u5173\u6587\u6863\u6240\u8ff0":47,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":73,"\u76f8\u5173\u8bba\u6587":79,"\u76f8\u53cd":81,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":39,"\u76f8\u5bf9":49,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":76,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":79,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":79,"\u76f8\u5f53":49,"\u76f8\u6bd4":56,"\u77e9\u9635":62,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":56,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":80,"\u7814\u7a76\u751f":77,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":54,"\u78c1\u76d8\u4e0d\u591f":53,"\u793a":76,"\u793a\u4f8b":[39,74],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":49,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":49,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":49,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":32,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":44,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":44,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":39,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":57,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":81,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":49,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":39,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":40,"\u79bb":49,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u79d1\u5b66\u5bb6":77,"\u79d1\u5e7b\u7247":77,"\u79f0\u4e3a":[52,54],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":42,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":42,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":48,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":63,"\u79f0\u4f5c\u6709kernel":56,"\u79f0\u4f5ckernel":56,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":55,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":68,"\u7a00\u758f\u768401\u5411\u91cf":[2,44],"\u7a00\u758f\u7684\u5411\u91cf":[2,44],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":65,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":68,"\u7a0b\u5e8f\u505c\u6b62":63,"\u7a0b\u5e8f\u5458":77,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":63,"\u7a20\u5bc6\u5411\u91cf":55,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":68,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,44],"\u7a97\u6237":49,"\u7acb\u523b\u9000\u51fa":39,"\u7aef\u53e3":61,"\u7aef\u53e3\u6570":61,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":61,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":39,"\u7b2c":49,"\u7b2c\u4e00\u4e2a":54,"\u7b2c\u4e00\u4e2a\u53c2\u6570":56,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":42,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":49,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":36,"\u7b2c\u4e00\u5929":49,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":42,"\u7b2c\u4e00\u7ae0\u8282":44,"\u7b2c\u4e00\u884c\u4ece":80,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":74,"\u7b2c\u4e00\u884c\u662f":72,"\u7b2c\u4e00\u884c\u7684":81,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":40,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09":80,"\u7b2c\u4e09\u4e2a\u53c2\u6570":56,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":81,"\u7b2c\u4e09\u6b65":74,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":36,"\u7b2c\u4e8c":80,"\u7b2c\u4e8c\u4e2a\u4e3a":36,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":56,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":42,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":81,"\u7b2c\u4e8c\u6b65":[72,74],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":42,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":74,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":40,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2c\u56db\u4e2a\u53c2\u6570":56,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":55,"\u7b49":[33,56],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":33,"\u7b49\u5176\u4ed6":81,"\u7b49\u53c2\u6570":68,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":66,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":66,"\u7b49\u6587\u4ef6":33,"\u7b49\u7b49":[76,81],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":66,"\u7b80\u4ecb":59,"\u7b80\u5199":56,"\u7b80\u5355":56,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":56,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":56,"\u7b80\u5355\u6765\u8bf4":60,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":39,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":78,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":60,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":78,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":67,"\u7b80\u76f4":49,"\u7b97\u6cd5":[39,40,52,80],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":52,"\u7b97\u6cd5\u914d\u7f6e":80,"\u7ba1\u7406\u4eba\u5458":77,"\u7ba1\u7406\u5458":77,"\u7c7b\u4f3c":[33,48],"\u7c7b\u4f3c\u5730":79,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":55,"\u7c7b\u522b\u4e2a\u6570":73,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":62,"\u7c7b\u522bid":76,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":76,"\u7c7b\u540d\u548cc":32,"\u7c7b\u578b":[32,56,63,78],"\u7c7b\u578b\u4e3a":56,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":57,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":48,"\u7c7b\u578b\u540d\u4e3a":56,"\u7c7b\u578b\u662fsparse_binary_vector":[2,44],"\u7c7b\u578b\u662fsparse_float_vector":[2,44],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":49,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":56,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":56,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":55,"\u7c7b\u91cd\u5199":56,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":55,"\u7cfb\u6570":56,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":39,"\u7ea2\u697c\u68a6":72,"\u7eaa\u5f55\u7247":77,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":42,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":40,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":40,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":40,"\u7ebf\u7a0bid\u53f7":65,"\u7ec6\u8282\u63cf\u8ff0":64,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":39,"\u7ed3\u5408":66,"\u7ed3\u5c3e":56,"\u7ed3\u675f\u6807\u8bb0":52,"\u7ed3\u6784\u5982\u4e0b":80,"\u7ed3\u6784\u5982\u4e0b\u56fe":72,"\u7ed3\u679c\u4fdd\u5b58\u5728":79,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":80,"\u7ed3\u679c\u8f93\u51fa\u5230":53,"\u7ed3\u8bba":32,"\u7ed9":49,"\u7ed9\u4e2a\u7b80\u5355\u7684":54,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":73,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":73,"\u7ed9\u5b9a\u52a8\u8bcd":79,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":80,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":51,"\u7edf\u4e00\u7528":20,"\u7ee7\u627f\u81ea":56,"\u7ee7\u627f\u81eaoperatorbas":56,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":49,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":49,"\u7ef4\u5ea6\u4e3aword_dim":76,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":76,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":76,"\u7ef4\u62a4":66,"\u7ef4\u7a7a\u95f4":52,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":52,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":39,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":78,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":68,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":68,"\u7f16\u53f7":78,"\u7f16\u53f7\u4ece0\u5f00\u59cb":39,"\u7f16\u53f7\u5b57\u6bb5":78,"\u7f16\u7801\u5411\u91cf":52,"\u7f16\u7801\u5668\u8f93\u51fa":52,"\u7f16\u7801\u6e90\u5e8f\u5217":52,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":81,"\u7f16\u8bd1":[42,53,54],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":47,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":46,"\u7f16\u8bd1\u548c\u6267\u884c":56,"\u7f16\u8bd1\u5668":[46,47],"\u7f16\u8bd1\u5668\u6ca1\u6709":32,"\u7f16\u8bd1\u578b\u8bed\u8a00":32,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":58,"\u7f16\u8bd1\u5b8c\u6210\u540e":58,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":47,"\u7f16\u8bd1\u6210\u529f\u540e":56,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":63,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":43,"\u7f16\u8bd1\u751f\u6210":58,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":36,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":36,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":36,"\u7f16\u8bd1\u9009\u9879":41,"\u7f16\u8bd1c":33,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":36,"\u7f16\u8bd1paddlepaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":59,"\u7f16\u8bd1ubuntu\u7684deb\u5305":36,"\u7f16\u8f91":66,"\u7f29\u653e\u53c2\u6570":74,"\u7f51\u7edc":[79,80],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":66,"\u7f51\u7edc\u540d\u79f0":76,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":55,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":55,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":55,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":55,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":63,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":55,"\u7f51\u7edc\u63a5\u53e3\u5361":61,"\u7f51\u7edc\u6a21\u5757":74,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":79,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":80,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":78,"\u7f51\u7edc\u901a\u4fe1":55,"\u7f51\u7edc\u914d\u7f6e":[61,76,80],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[74,79],"\u800c":[40,52,56,67,78],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":57,"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":80,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":33,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":32,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":61,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":39,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":49,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":80,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":33,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14":81,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":27,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":63,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":60,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":60,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":65,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":49,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":74,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":57,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":32,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":32,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":80,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":49,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":49,"\u800c\u5bf9\u4e8egolang":32,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":32,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":49,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":60,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":39,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":33,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":60,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":62,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":80,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":52,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":44,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":65,"\u800c\u7cfb\u7edf\u4e2d\u7684":39,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":57,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":49,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":49,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":54,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":41,"\u800ceigenvector":57,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":51,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":32,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":44,"\u800cweight":73,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":44,"\u804c\u4e1a":77,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":77,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":51,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":51,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":76,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":51,"\u80fd\u83b7\u53d6":61,"\u811a\u672c":[53,61,73,78],"\u811a\u672c\u4fdd\u5b58\u5728":73,"\u811a\u672c\u5f00\u59cb\u65f6":68,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":80,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":80,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":73,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":54,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":61,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":51,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81ea\u52a8\u751f\u6210":58,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":52,"\u81ea\u5e95\u5411\u4e0a\u6cd5":76,"\u81ea\u6b64":46,"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":53,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":65,"\u81ea\u7531\u804c\u4e1a\u8005":77,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":33,"\u81f3\u6b64":[2,49,54],"\u8212\u9002":49,"\u826f\u597d\u7684\u6587\u6863":32,"\u827a\u672f\u5bb6":77,"\u8282\u70b9\u4e2d\u7684":61,"\u82e5":55,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[46,47],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":48,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":60,"\u82e5\u6709\u5fc5\u8981":55,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":46,"\u82e5\u73af\u5883\u53d8\u91cf":[46,47],"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":48,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":48,"\u82f1\u6587\u6587\u6863":58,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":58,"\u82f1\u8bed":81,"\u8303\u56f4":65,"\u83b7\u53d6":54,"\u83b7\u53d6\u5229\u7528":76,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":80,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u83b7\u53d6\u6e90\u7801":53,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":76,"\u83b7\u53d6\u901a\u8fc7":80,"\u83b7\u53d6trainer":68,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":55,"\u865a\u62df\u673a\u4e0a":53,"\u867d\u7136":40,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":33,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":61,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":62,"\u884c":72,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":74,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u653f\u5de5\u4f5c":77,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":42,"\u8865\u5145\u4e0a\u6b21\u7684commit":54,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":55,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":55,"\u8868\u793a":56,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":66,"\u8868\u793a\u4e3adeviceid":65,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":61,"\u8868\u793a\u5973\u6027":77,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":49,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":61,"\u8868\u793a\u6570\u636e\u7c7b\u578b":56,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":61,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":81,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7537\u6027":77,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":76,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":80,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":80,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":80,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":56,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":68,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":76,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":76,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":68,"\u88ab":54,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u88ab\u653e\u5728":55,"\u88ab\u79f0\u4e3a":52,"\u897f\u90e8\u7247":77,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":78,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":81,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":60,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":61,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":73,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":78,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":48,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":51,"\u8981\u8c03\u7528":55,"\u89e3\u51b3\u529e\u6cd5\u662f":39,"\u89e3\u51b3\u65b9\u6848\u662f":39,"\u89e3\u538b":81,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":78,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":78,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":68,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":52,"\u89e3\u7801\u5668\u57fa\u4e8e\u7f16\u7801\u6e90\u5e8f\u5217\u548c\u6700\u540e\u751f\u6210\u7684\u76ee\u6807\u8bcd\u9884\u6d4b\u4e0b\u4e00\u76ee\u6807\u8bcd":52,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":81,"\u89e3\u91ca":76,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":32,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":32,"\u8ba1\u7b97":52,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":40,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":52,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":55,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":52,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":55,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":40,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":55,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":55,"\u8ba1\u7b97\u8f93\u51fa":55,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":57,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":76,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":78,"\u8ba9paddle\u6838\u5fc3\u4e2d":33,"\u8bad\u7ec3":[62,80],"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u4f5c\u4e1a":61,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":73,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":79,"\u8bad\u7ec3\u540e":79,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":36,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":61,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":60,"\u8bad\u7ec3\u5b8c\u6210\u540e":40,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":81,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":39,"\u8bad\u7ec3\u6570\u6910\u96c6":80,"\u8bad\u7ec3\u65f6":68,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":76,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":80,"\u8bad\u7ec3\u6a21\u578b\u540e":52,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":36,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":81,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":79,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":68,"\u8bad\u7ec3\u811a\u672c":76,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":76,"\u8bad\u7ec3\u81f3\u591a":78,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":68,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":39,"\u8bad\u7ec3\u8f6e\u6b21":76,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":39,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":62,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":63,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":63,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":63,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":80,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":80,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":80,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":73,"\u8bad\u7ec3dot_period":62,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":36,"\u8bb0\u5fc6\u6a21\u5757":52,"\u8bba\u6587":74,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":61,"\u8bbe\u4e3a\u672c\u5730":61,"\u8bbe\u7f6e":33,"\u8bbe\u7f6e\u4e3a":[47,55],"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":63,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":63,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":81,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":81,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":80,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":39,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[39,59,78],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":80,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":80,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":80,"\u8bbe\u7f6e\u6210":39,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":39,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":79,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":80,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":80,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":80,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":81,"\u8bbe\u7f6e\u7c7b\u522b\u6570":80,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[79,80],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":80,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":55,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":80,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":56,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":65,"\u8bbe\u7f6ebatch":80,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":81,"\u8bbe\u7f6egpu":63,"\u8bbe\u7f6epass":80,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":81,"\u8bbf\u95ee\u5230\u4e3b\u673a\u4e0a\u7684\u6587\u4ef6":42,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":68,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":40,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":76,"\u8bc4\u5206":[77,78],"\u8bc4\u5206\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u4ec5\u4ec5\u63d0\u4f9b\u7535\u5f71\u6216\u7528\u6237\u7684\u7f16\u53f7\u6765\u4ee3\u8868\u76f8\u5e94\u7684\u7535\u5f71\u6216\u7528\u6237":78,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":77,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":54,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":54,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":54,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":54,"\u8bc6\u522b\u6570\u5b57":36,"\u8bcd\u5178\u7684key\u548c":56,"\u8bcd\u5411\u91cf":[36,72],"\u8bcd\u5411\u91cf\u6a21\u578b":75,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":72,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":72,"\u8bcd\u9891\u6700\u9ad8\u7684":81,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":60,"\u8be5":[61,79],"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":63,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":63,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":63,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":63,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":63,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":63,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":63,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":63,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":63,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":55,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":76,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":63,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":55,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":41,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":77,"\u8be5\u6570\u636e\u96c6":72,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":77,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":77,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":63,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":78,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":74,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":78,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":73,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":76,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":81,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":40,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":52,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":78,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":78,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":78,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":40,"\u8be5\u7c7b\u7684":56,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":55,"\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u7cfb\u7edfglibc\u652f\u63012":47,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":78,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":74,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":73,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":55,"\u8be5github\u4ed3\u5e93\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u9884\u7f16\u8bd1\u597d\u7684":47,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":49,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":56,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":61,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":76,"\u8be6\u7ec6\u53ef\u53c2\u8003":54,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":74,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":39,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":76,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":41,"\u8be6\u7ec6\u89c1":48,"\u8be6\u7ec6\u8bbe\u8ba1":27,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[75,79],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":36,"\u8bed\u8a00\u6a21\u578b":72,"\u8bf4\u660e":[19,41,68],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":54,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":78,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":55,"\u8bf7\u4fdd\u8bc1travi":54,"\u8bf7\u5148\u4f7f\u7528":[46,47],"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":58,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":65,"\u8bf7\u53c2\u8003":[2,33,39,44,49,55,56,58,76],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":76,"\u8bf7\u53c2\u8003\u9875\u9762":78,"\u8bf7\u53c2\u8003layer\u6587\u6863":73,"\u8bf7\u53c2\u89c1":54,"\u8bf7\u53c2\u9605":52,"\u8bf7\u53c2\u9605\u60c5\u611f\u5206\u6790\u7684\u6f14\u793a\u4ee5\u4e86\u89e3\u6709\u5173\u957f\u671f\u77ed\u671f\u8bb0\u5fc6\u5355\u5143\u7684\u66f4\u591a\u4fe1\u606f":79,"\u8bf7\u5728\u8be5pull":54,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":58,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":54,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":54,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":42,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":63,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":56,"\u8bf7\u67e5\u770b":72,"\u8bf7\u6ce8\u610f":[42,52,56,67,72],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":54,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":53,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":54,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":65,"\u8bf7\u786e\u4fdd":54,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":54,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":54,"\u8bf7\u8bb0\u4f4f":61,"\u8bf7\u8fd0\u884c":42,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":54,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":39,"\u8bf7\u9075\u5b88":54,"\u8bf7\u91c7\u7528":54,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":65,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":40,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":68,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":68,"\u8c03\u7528":[55,56,73],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":40,"\u8c03\u7528\u5bf9\u5e94":57,"\u8c03\u7528\u65b9\u6cd5\u89c1c":46,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":56,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":55,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":79,"\u8d1f\u6837\u672c":76,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":80,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":80,"\u8d21\u732e\u6587\u6863":58,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":66,"\u8d77":49,"\u8def\u5f84\u4e0b":[40,74],"\u8df3\u8f6c\u5230":54,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":73,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8f6c\u6362\u8fc7\u6765\u7684":74,"\u8f6e":78,"\u8f83":49,"\u8f83\u4e3a\u590d\u6742":56,"\u8f93\u5165":[48,52],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":51,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":51,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":73,"\u8f93\u5165\u5c42\u5c3a\u5bf8":74,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":49,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":49,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":49,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":65,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":80,"\u8f93\u5165\u6587\u672c":72,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":72,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":55,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":55,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":74,"\u8f93\u5165\u7684":72,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":81,"\u8f93\u5165\u7684\u540d\u5b57":55,"\u8f93\u5165\u7684\u5927\u5c0f":55,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":72,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":72,"\u8f93\u5165\u7684\u7c7b\u578b":55,"\u8f93\u5165\u8bcd\u5178":56,"\u8f93\u5165\u95e8":80,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":80,"\u8f93\u5165n\u4e2a\u5355\u8bcd":76,"\u8f93\u51fa":[48,52,56],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":51,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":51,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":76,"\u8f93\u51fa\u51fd\u6570":52,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":48,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":51,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":78,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":72,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":80,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":80,"\u8f93\u51fa\u67092\u5217":72,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":74,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":72,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":72,"\u8f93\u51fa\u7684\u68af\u5ea6":63,"\u8f93\u51fa\u76ee\u5f55":74,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":67,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":49,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":39,"\u8fd0":42,"\u8fd0\u884c\u4e00\u4e2a":53,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":78,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":56,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":81,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":42,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":72,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":72,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":40,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":42,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":61,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[39,59,76],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":[42,53],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":56,"\u8fd0\u884c\u5931\u8d25":65,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":72,"\u8fd0\u884c\u5b8c\u6210\u540e":61,"\u8fd0\u884c\u5b8c\u811a\u672c":80,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":72,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":80,"\u8fd0\u884c\u65e5\u5fd7":61,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":68,"\u8fd1":49,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":81,"\u8fd4\u56de":[7,8,9,12,14],"\u8fd4\u56de0":2,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":79,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":78,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,44],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":36,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":55,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,12,14],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":56,"\u8fd8\u4f1a":49,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":46,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":54,"\u8fd8\u662f":49,"\u8fd8\u662f\u4ece":20,"\u8fd8\u662f\u865a\u62df\u673a":53,"\u8fd8\u6709":49,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":80,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":79,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":73,"\u8fd8\u9700\u8981\u91cd\u5199":56,"\u8fd9":[39,49,76],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":60,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":33,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":33,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":51,"\u8fd9\u4e09\u4e2a\u5206\u652f":36,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":76,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":61,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":73,"\u8fd9\u4e24\u4e2a\u6807\u51c6":79,"\u8fd9\u4e2a":[49,53,66],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":39,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":39,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":56,"\u8fd9\u4e2a\u51fd\u6570\u7684":52,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":49,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":52,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":33,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":33,"\u8fd9\u4e2a\u5411\u91cf\u4e0e\u6e90\u4e2d\u641c\u7d22\u51fa\u7684\u4f4d\u7f6e\u548c\u6240\u6709\u4e4b\u524d\u751f\u6210\u7684\u76ee\u6807\u5355\u8bcd\u6709\u5173":81,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":68,"\u8fd9\u4e2a\u57fa\u7c7b":55,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":33,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":80,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":51,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":32,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":49,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":81,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":32,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":76,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":81,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":33,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":49,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":42,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":55,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":55,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":79,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":33,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":33,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":53,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":66,"\u8fd9\u4e2a\u8868\u683c":66,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":56,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":51,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":40,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":54,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":72,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":66,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":81,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":42,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":52,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":33,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e2aissu":53,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":68,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":51,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":39,"\u8fd9\u4e9b":61,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":56,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":20,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":68,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":78,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":55,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":39,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":39,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":74,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":74,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":74,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":79,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":49,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":55,"\u8fd9\u4efd\u7b80\u77ed\u7684\u4ecb\u7ecd\u5c06\u5411\u4f60\u5c55\u793a\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":40,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":54,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":54,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":55,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":81,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":49,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":41,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":56,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":53,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":54,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":54,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":49,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":79,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":49,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":79,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":52,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":32,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":81,"\u8fd9\u5df2\u7ecf\u5728":80,"\u8fd9\u610f\u5473\u7740":52,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":40,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":65,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":39,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":80,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":48,"\u8fd9\u662f\u56e0\u4e3a":32,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":73,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":54,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":49,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":39,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":81,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":81,"\u8fd9\u6837":[33,40,61],"\u8fd9\u6837\u4fdd\u8bc1":36,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":53,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":39,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":65,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":53,"\u8fd9\u6837\u5bb9\u5668\u7684":68,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":78,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":27,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":42,"\u8fd9\u6837\u5f53\u8be5pull":54,"\u8fd9\u6837\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u5728docker\u4e2d\u8fd0\u884c\u9700\u8981\u7684\u7a0b\u5e8f\u800c\u4e0d\u9700\u8981\u5b89\u88c5\u540e\u5728\u6267\u884c":42,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":55,"\u8fd9\u6837\u7684\u8bdd":67,"\u8fd9\u6837\u7684\u8bdd\u6bcf\u4f4d\u7528\u6237\u5728\u6d4b\u8bd5\u6587\u4ef6\u4e2d\u5c06\u4e0e\u8bad\u7ec3\u6587\u4ef6\u542b\u6709\u540c\u6837\u7684\u4fe1\u606f":78,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":60,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":40,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":55,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":39,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":55,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":65,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":52,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":51,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":68,"\u8fd9\u7bc7\u6587\u6863":54,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":53,"\u8fd9\u7bc7\u6587\u6863\u5c06\u4ee5linux":47,"\u8fd9\u7bc7\u6587\u7ae0":[53,81],"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":49,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":52,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":32,"\u8fd9\u91cc":[39,42,52,54,66,68,74,79],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":56,"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":42,"\u8fd9\u91cc\u4ee5":76,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":40,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":40,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":80,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":49,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":39,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":40,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":81,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":76,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":44,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":40,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":78,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":73,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":73,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":78,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":55,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":42,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":68,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":76,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":40,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":81,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":81,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":61,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":81,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":81,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":81,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":73,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":57,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":76,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":66,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":81,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":81,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":81,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":76,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":54,"\u8fdb\u5165":80,"\u8fdb\u5165\u5bb9\u5668":67,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":42,"\u8fdb\u7a0b":42,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":68,"\u8fdb\u7a0b\u7684":61,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":68,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":68,"\u8fdb\u7a0b\u9700\u8981\u7684":68,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":36,"\u8fdb\u884c\u4e86":49,"\u8fdb\u884c\u4f7f\u7528":73,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":68,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":68,"\u8fdb\u884c\u56de\u590d":54,"\u8fdb\u884c\u5f00\u53d1":54,"\u8fdb\u884c\u62c6\u89e3":49,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":55,"\u8fdb\u884c\u8bbe\u7f6e":56,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":40,"\u8fdb\u884c\u9884\u6d4b":76,"\u8fdb\u9636\u6307\u5357":[44,71],"\u8fde\u63a5":51,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":80,"\u9000\u4f11\u4eba\u5458":77,"\u9000\u51fa\u5bb9\u5668":67,"\u9002\u4e2d":49,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":42,"\u9009":49,"\u9009\u62e9":49,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":76,"\u9009\u62e9\u76ee\u6807\u5206\u652f":54,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":63,"\u9009\u62e9\u8fc7\u540e\u7684":81,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":66,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":77,"\u9009\u9879":[41,53,72],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":27,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":62,"\u901a\u5e38":[33,56,61,80],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":68,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":65,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":39,"\u901a\u5e38\u540d\u5b57\u662f":54,"\u901a\u5e38\u60c5\u51b5\u4e0b":60,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":67,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":66,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":52,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":55,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":49,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":65,"\u901a\u7528":62,"\u901a\u77e5":49,"\u901a\u8fc7":[39,49,54,55,56,61,76],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":51,"\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f\u6765\u7f16\u8bd1":47,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":73,"\u901a\u8fc7\u4f7f\u7528":41,"\u901a\u8fc7\u51fd\u6570":68,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":73,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":39,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":51,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":51,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":54,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":80,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":76,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":33,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":44,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":55,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":56,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":76,"\u901a\u8fc7data":51,"\u901a\u8fc7volum":66,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":27,"\u903b\u8f91\u56de\u5f52":76,"\u9053\u6b49":49,"\u9069":49,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":54,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":36,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":77,"\u9075\u5faa\u6587\u7ae0":72,"\u90a3\u4e48":[33,51,55],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":51,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":39,"\u90a3\u4e48\u5728":56,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":39,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":39,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":53,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":39,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":40,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":52,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":52,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":39,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":39,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":58,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":39,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":53,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":39,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":39,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":65,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":60,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":60,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":39,"\u90a3\u5bb9\u5668\u5c31\u662f\u8fd9\u4e2a\u7a0b\u5e8f\u8fd0\u884c\u65f6\u4ea7\u751f\u7684":42,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":60,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":60,"\u90ae\u7f16":77,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":66,"\u90fd":49,"\u90fd\u4e0d\u9700\u8981":53,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":63,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":40,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":49,"\u90fd\u53ef\u4ee5\u8fd0\u884c":53,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":48,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":49,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":32,"\u90fd\u7528":54,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":54,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":55,"\u914d\u7f6e":80,"\u914d\u7f6e\u4e86\u7f51\u7edc":78,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":73,"\u914d\u7f6e\u5982\u4e0b":72,"\u914d\u7f6e\u6253\u5f00":60,"\u914d\u7f6e\u6587\u4ef6":76,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":55,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":53,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":72,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":27,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":61,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":52,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":55,"\u914d\u7f6eapi":48,"\u9152\u5e97":49,"\u91c7\u6837\u5c42":78,"\u91c7\u7528":79,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":79,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":63,"\u91c7\u7528multi":39,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc":53,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":67,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":53,"\u91cc\u5b8c\u6210":56,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":32,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":74,"\u91cc\u7684":53,"\u91cc\u7684\u65e5\u5fd7":61,"\u91cc\u7684\u6e90\u7801":53,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":53,"\u91cc\u9762\u6db5\u76d6\u4e86":42,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":42,"\u91cd\u547d\u540d\u6210":32,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":60,"\u9488\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u7f16\u8bd1\u5de5\u5177":47,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":67,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":39,"\u9488\u5bf9\u6587\u672c":78,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":41,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":32,"\u94fe\u63a5\u5f85\u8865\u5145":76,"\u9500\u552e":77,"\u9519\u8bef\u5904\u7406":32,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":32,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":32,"\u9519\u8bef\u7387":76,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":39,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":53,"\u955c\u50cf":42,"\u955c\u50cf\u91cc\u6709":67,"\u957f\u5ea6":39,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":52,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":52,"\u95ee\u9898":40,"\u95f4\u9694":76,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":63,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":63,"\u9664\u4e86":2,"\u9664\u4e86boot_lay":49,"\u9664\u53bbdata\u5c42":76,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":33,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":72,"\u9664\u96f6\u7b49\u95ee\u9898":39,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":54,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":79,"\u968f\u673a\u6570\u7684\u79cd\u5b50":63,"\u968f\u673a\u6570seed":62,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":40,"\u9694\u5f00":74,"\u96c6":77,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":81,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":81,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":63,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":67,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":61,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":61,"\u96c6\u7fa4\u5de5\u4f5c":61,"\u96c6\u7fa4\u6d4b\u8bd5":62,"\u96c6\u7fa4\u8bad\u7ec3":62,"\u96c6\u7fa4\u8fdb\u7a0b":61,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":61,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":61,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":61,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":56,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":60,"\u9700\u8981":[20,53,56],"\u9700\u8981\u4e3a":56,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":68,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":54,"\u9700\u8981\u4fee\u6539build":36,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":66,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":27,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":54,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":68,"\u9700\u8981\u5728":[56,61],"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":67,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":58,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":33,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":74,"\u9700\u8981\u5bf9":66,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":39,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":80,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":36,"\u9700\u8981\u5f15\u7528":33,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":53,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":49,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":44,"\u9700\u8981\u660e\u786e\u6307\u5b9a":63,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":66,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":32,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":68,"\u9700\u8981\u6ce8\u610f":56,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[36,63,78],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":55,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":49,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":46,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":33,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":53,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":51,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":36,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":57,"\u975e\u5e38\u6570":55,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":55,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":46,"\u97f3\u4e50\u5267":77,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":53,"\u987a\u5e8f":49,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":78,"\u9884\u5904\u7406\u811a\u672c":80,"\u9884\u5b9a\u4e49\u7f51\u7edc":80,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":80,"\u9884\u63d0\u4ea4\u94a9\u5b50":54,"\u9884\u6d4b\u540e":79,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":80,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":74,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":78,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":76,"\u9884\u6d4b\u811a\u672c\u662f":79,"\u9884\u6d4bid":76,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":80,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":72,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":72,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":74,"\u989d\u5916\u7684\u53c2\u6570":76,"\u9996\u5148":[2,40,49,52,55,72,74,76,79,80],"\u9996\u5148\u4e0b\u8f7dcifar":73,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":41,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":54,"\u9996\u5148\u5b89\u88c5paddlepaddl":80,"\u9996\u5148\u5b9a\u4e49":56,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":55,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":55,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":81,"\u9996\u5148\u901a\u8fc7":54,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":44,"\u9a71\u52a8":58,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":77,"\u9ad8\u4eae\u90e8\u5206":49,"\u9ad8\u53ef\u7528":66,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":52,"\u9ad8\u65af\u5206\u5e03":39,"\u9ed1\u8272\u7535\u5f71":77,"\u9ed8\u8ba4":[2,63,81],"\u9ed8\u8ba4256k":27,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":76,"\u9ed8\u8ba4\u4e0d\u663e\u793a":63,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":51,"\u9ed8\u8ba4\u4e3a0":[63,65],"\u9ed8\u8ba4\u4e3a1":[2,65],"\u9ed8\u8ba4\u4e3a100":65,"\u9ed8\u8ba4\u4e3a4096mb":63,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":78,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":51,"\u9ed8\u8ba4\u4e3anull":63,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":63,"\u9ed8\u8ba4\u503c":[41,48,65],"\u9ed8\u8ba4\u503c\u4e3a":[46,47],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":51,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[39,42,61,80],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":80,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":49,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":80,"\u9ed8\u8ba4\u7684":67,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":65,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[46,47],"\u9ed8\u8ba4\u8c03\u7528":53,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":61,"abstract":37,"adamax\u7b49":76,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":76,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":46,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":46,"api\u4e2d\u4f7f\u7528":32,"api\u5bf9\u6bd4\u4ecb\u7ecd":50,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":33,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":33,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":33,"api\u63a5\u53e3":[27,66],"api\u63a5\u53e3\u751f\u6210":56,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":33,"api\u63a5\u53e3\u7684\u751f\u6210":56,"api\u6587\u6863":46,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":58,"api\u65f6":33,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":33,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":33,"api\u66b4\u9732\u7684\u7c7b\u578b":33,"api\u6765\u9884\u6d4b":46,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":33,"api\u7684\u5934\u6587\u4ef6":[46,47],"api\u7684\u5b9e\u4f8b":33,"api\u7684\u5b9e\u73b0\u7ec6\u8282":33,"api\u7684\u63a5\u53e3":33,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":33,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":33,"api\u7ea7\u522b":46,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":46,"api\u7ea7\u522b\u4e3a21":46,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":33,"app\u4e2d":46,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":39,"atlas\u7684\u8def\u5f84":41,"avx\u7684\u955c\u50cf":42,"awselasticblockstore\u7b49":66,"batch\u4e2d\u5305\u542b":39,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":63,"batches\u6b21":63,"bin\u548c\u8bc4\u5206\u6587\u4ef6":78,"blas\u7684\u8def\u5f84":41,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":42,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":36,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":42,"book\u7684":44,"book\u7684docker\u955c\u50cf":42,"bool\u578b\u53c2\u6570":2,"boolean":[8,28,31,32],"break":17,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":36,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":36,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":42,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":42,"byte":[27,39],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":32,"c\u6709\u6807\u51c6\u7684abi":32,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":32,"caoying\u7684pul":81,"case":[8,21,33,35,60],"cc\u4e2d\u7684":57,"char":23,"class":[5,6,7,8,10,11,12,14,15,29,30,32,37,38,39,55,56,57,80],"cmake\u4e2d\u5c06":60,"cmake\u53c2\u6570\u5982\u4e0b":47,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":46,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":39,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":[46,47],"cmake\u7f16\u8bd1\u65f6":41,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[46,47],"cmake\u914d\u7f6e\u4e2d\u5c06":60,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[46,47],"com\u4e0b\u8f7d\u7684":42,"conf\u4f5c\u4e3a\u914d\u7f6e":81,"const":[21,23,34,37,38,55,56,57],"container\u4e2d":67,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":33,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":33,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":33,"core\u6982\u5ff5":33,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":44,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":39,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":65,"count\u548cgpu":65,"cuda\u5e93":63,"cudnn\u5e93":[41,63],"dat\u4e2d":78,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":57,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":68,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":49,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":49,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,76],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":39,"deb\u5305":36,"deb\u5305\u7f16\u8bd1\u95ee\u9898":36,"debian\u955c\u50cf":42,"decay\u5219\u4e3a0":73,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":51,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":51,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":51,"decoer\u67b6\u6784":51,"default":[6,7,8,9,11,12,14,15,17,31,37,38,65,67,68,80],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dictionary\u7531\u89e3\u6790\u81ea\u52a8\u751f\u6210":78,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":81,"docker\u5b58\u5728\u95ee\u9898":42,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":58,"docker\u5bb9\u5668\u4e2d":42,"docker\u5bb9\u5668\u4f1a\u8fd0\u884c\u5728\u72ec\u7acb\u7684\u6587\u4ef6\u7cfb\u7edf\u7a7a\u95f4\u4e4b\u4e0a":42,"docker\u7684\u5b98\u7f51":58,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":42,"dockerfile\u4f4d\u4e8epaddlepaddl":42,"dockers\u8bbe\u7f6e":42,"dropout\u7684\u6bd4\u4f8b":55,"eigenscalar\u7684\u8f6c\u6362":57,"elec\u6d4b\u8bd5\u96c6":76,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":76,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":49,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":51,"encoder\u8f93\u51fa":51,"entropy\u4f5c\u4e3acost":39,"enum":[21,23,38],"evaluator\u7684\u503c\u4f4e\u4e8e0":81,"export":[39,42,73],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,44],"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":65,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":65,"final":[8,9,16],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":57,"float":[2,6,7,8,10,12,38,40,56,57,60,74],"float\u7b49":65,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":57,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":57,"function":[8,9,10,12,15,18,22,23,24,26,30,34,35,37,38,52,80],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":81,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":54,"github\u9996\u9875":54,"golang\u53ef\u4ee5\u4f7f\u7528":32,"golang\u7684":32,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":41,"gpu\u5171\u4eabkernel\u5b9e\u73b0\u5728":56,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":60,"gpu\u53cc\u7f13\u5b58":2,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":42,"gpu\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":56,"gpu\u5b9e\u73b0\u5728":56,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":59,"gpu\u6267\u884c":57,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":63,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":79,"gpu\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":56,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":39,"gpu\u8ba1\u7b97\u7ed3\u679c":56,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":80,"group\u6559\u7a0b":50,"gru\u6216lstm":52,"gru\u6a21\u578b":76,"gru\u6a21\u578b\u914d\u7f6e":76,"h\u5e76\u4e0d\u56f0\u96be":32,"hot\u7a20\u5bc6\u5411\u91cf":78,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":58,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,44],"id\u4e3a0\u7684\u6982\u7387":76,"id\u4e3a1\u7684\u6982\u7387":76,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":63,"id\u6307\u5b9a\u7684gpu":65,"id\u65e0\u6548":63,"image\u91cc":67,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"imdb\u6570\u636e\u96c6\u5305\u542b25":80,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":80,"imdb\u7684\u6570\u6910\u96c6":80,"import":[2,4,7,8,15,17,31,37,40,44,56,58,72,73,74,80,81],"include\u4e0b\u9700\u8981\u5305\u542bcbla":41,"include\u4e0b\u9700\u8981\u5305\u542bmkl":41,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":27,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[2,6,7,8,9,12,21,22,23,26,32,33,35,38,49,55,57,65,79],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":32,"issue\u7f16\u53f7":54,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":66,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":66,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":68,"job\u7684\u540d\u5b57":68,"kernel\u5b9e\u73b0":56,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":56,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":56,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":68,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"kubernetes\u5355\u673a\u8bad\u7ec3":59,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":66,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":68,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":68,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":66,"kubernetes\u652f\u6301\u591a\u79cdvolum":66,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":67,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":66,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":49,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":49,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":51,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":44,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":55,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":41,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":41,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":41,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":41,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":36,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":65,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":65,"long":[8,9,12],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":80,"lstm\u6a21\u578b":76,"lstm\u6a21\u578b\u914d\u7f6e":76,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":80,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":51,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":52,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":52,"memory\u53ea\u80fd\u5728":51,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":49,"memory\u6307\u5411\u4e00\u4e2alay":51,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":52,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":49,"memory\u7684":52,"memory\u7684\u521d\u59cb\u72b6\u6001":51,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":49,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":51,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":52,"memory\u7684i":51,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":51,"mkl\u7684\u8def\u5f84":41,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":41,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u548cattent":81,"mode\u7684python\u51fd\u6570":81,"model\u505a\u5206\u652f\u7ba1\u7406":36,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"movielens\u6570\u636e\u96c6":78,"name\u662f\u4f53\u88c1":78,"name\u662f\u5e74\u9f84":78,"name\u662f\u6027\u522b":78,"name\u662f\u7535\u5f71\u540d":78,"name\u662f\u804c\u4e1a":78,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":68,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":46,"new":[8,12,17,18,21,22,23,24,25,35,38,54,55],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":66,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":81,"normalization\u5c42":74,"normalization\u5c42\u7684\u53c2\u6570":74,"note\u7684\u4e66\u5199":36,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":42,"null":[8,55,63],"num_gradient_servers\u53c2\u6570":68,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":56,"op\u5b9a\u4e49":56,"op\u6709\u8ba1\u7b97\u51fd\u6570":56,"op\u6ce8\u518c\u5b9e\u73b0\u5728":56,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":56,"openblas\u7684\u8def\u5f84":41,"opprotomake\u5b9a\u4e49":56,"org\u76ee\u524d\u9075\u5faa":36,"out\u4e0b\u5305\u542b":73,"out\u7684\u6587\u4ef6\u5939":73,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":49,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":57,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":68,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":57,"packages\u91cc\u9762":39,"packages\u91cc\u9762\u7684python\u5305":39,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":41,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":32,"paddle\u4e0b\u8f7d":42,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":81,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":49,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":39,"paddle\u4f7f\u7528git":36,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":32,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":32,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":36,"paddle\u662f\u4ece\u5b98\u65b9\u955c\u50cf\u6e90dockerhub":42,"paddle\u66ff\u6362\u6210dock":42,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":36,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":36,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":36,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":67,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":32,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":33,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":32,"paddle\u7684c":33,"paddle\u7684dock":67,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":42,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":33,"paddle\u955c\u50cf":67,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":32,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":33,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":32,"paddle_\u7c7b\u578b\u540d":33,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":33,"paddlepaddle\u4e2d":[48,51],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":80,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":49,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":44,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[46,47],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":44,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":76,"paddlepaddle\u4f7f\u7528\u5747\u503c0":39,"paddlepaddle\u4f7f\u7528avx":39,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u5148\u4ece\u4e00\u4e2a\u6587\u4ef6\u5217\u8868\u91cc\u83b7\u5f97\u6570\u636e\u6587\u4ef6\u5730\u5740":40,"paddlepaddle\u53d1\u5e03\u65b0\u7248\u672c\u7684\u65f6\u5019\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7248\u672c\u7684\u751f\u4ea7\u955c\u50cf\u4ee5\u53ca\u5f00\u53d1\u955c\u50cf":42,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":41,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":76,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":49,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":55,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":49,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,44],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":76,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":40,"paddlepaddle\u5c06\u6839\u636e":46,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":40,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[46,47],"paddlepaddle\u5c06train":2,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":42,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":40,"paddlepaddle\u63d0\u4f9bdocker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":43,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":44,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":41,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":40,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":39,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":39,"paddlepaddle\u6587\u6863\u4f7f\u7528":58,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":58,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[40,44],"paddlepaddle\u6bcf\u6b21\u53d1\u5e03\u65b0\u7248\u672c\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7684\u5f00\u53d1\u955c\u50cf\u4f9b\u5f00\u53d1\u8005\u76f4\u63a5\u4f7f\u7528":42,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":39,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":39,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":46,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":58,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":58,"paddlepaddle\u7684\u6e90\u7801":54,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":43,"paddlepaddle\u7684bas":55,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":46,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":47,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":47,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":46,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":43,"paddlepaddle\u7684docker\u955c\u50cf\u5c31\u5305\u542b\u4e86paddlepaddle\u7684python\u5e93\u4ee5\u53ca\u5176\u4f9d\u8d56\u7684\u591a\u4e2apython\u5e93":42,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":49,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":42,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":39,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":46,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684andoid":46,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":76,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":51,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":51,"paddlepaddle\u90fd\u53ef\u4ee5\u81ea\u52a8\u5224\u65ad\u786c\u4ef6\u662f\u5426\u652f\u6301avx":42,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":68,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":42,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":63,"pass\u5230":81,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":63,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":63,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":63,"passes\u8f6e":63,"patch\u53f7":36,"patch\u53f7\u52a0\u4e00":36,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":65,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":63,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":63,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":63,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":63,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":80,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":80,"period\u6574\u9664":63,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":63,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":27,"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":27,"pfsserver\u63d0\u4f9brest":27,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":47,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":47,"pi\u5e73\u53f0\u4f7f\u7528\u7684c":47,"pi\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":47,"pi\u7248\u672c\u7684\u5e93":47,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":47,"pi\u7cfb\u7edf":47,"pi\u7cfb\u7edf\u4e0a":47,"pi\u7cfb\u7edf\u7684\u7248\u672c":47,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":66,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":66,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":73,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":76,"prod\u7684\u751f\u4ea7\u955c\u50cf":42,"public":[12,29,37,38,55,56,57,67,80],"py\u4e2d":36,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,39,76,78],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":39,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":36,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":40,"python\u5305":58,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":55,"query\u6539\u5199":81,"rate\u4e3a0":81,"rate\u4e3a5":81,"rate\u88ab\u8bbe\u7f6e\u4e3a0":73,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":68,"release\u9875\u9762":36,"repo\u7684\u6839\u76ee\u5f55":42,"request\u524d":54,"request\u7684":54,"request\u88ab\u5408\u5e76\u540e":54,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":77,"resnet\u6a21\u578b":75,"return":[2,6,8,9,11,12,14,15,16,20,21,23,26,29,31,37,38,40,44,49,52,55,57,68,74],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":49,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":49,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":51,"rnn\u6a21\u578b":76,"rnn\u76f8\u5173\u6a21\u578b":59,"rnn\u914d\u7f6e":50,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"search\u7684\u65b9\u6cd5":63,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":49,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":51,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":63,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"sh\u6765\u8bad\u7ec3\u6a21\u578b":73,"sh\u6765\u8fdb\u884c\u6784\u5efa":58,"sh\u8c03\u7528\u4e86":74,"short":[8,9,37],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":39,"size\u4e3a1":81,"size\u4e3a50":81,"size\u4e3a512":63,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":39,"size\u5927\u5c0f\u4e3a128":80,"size\u662f3":81,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":39,"size\u7684\u503c":2,"softmax\u5c42":72,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":55,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":39,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":79,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":42,"ssh\u8fdb\u5165\u5bb9\u5668":42,"static":[14,23,33,37,38],"step\u51fd\u6570\u4e2d\u7684memori":51,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":51,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":48,"super":55,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":32,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":32,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"swig\u76f4\u63a5\u8bfb\u53d6c":32,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":32,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":33,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":42,"tag\u4e3a":36,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":57,"tensor\u5230eigentensor":57,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":57,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":57,"tensor\u6a21\u5757\u5bf9el":57,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":56,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":57,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":57,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":81,"tests\u7684paddlepaddl":54,"tflops\u4e86":60,"throw":16,"toolchain\u76ee\u5f55\u751f\u6210\u4e00\u5957\u7f16\u8bd1\u5de5\u5177\u94fe":46,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":44,"true":[6,7,8,9,11,12,14,15,21,31,35,38,39,49,52,55,65,68,74,78,79,80,81],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"try":[10,17,18,21,22,23,35,37,39],"txt\u6587\u4ef6":56,"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":33,"type\u662fon":78,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":36,"unsupported\u6a21\u5757":56,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":63,"utf8\u7f16\u7801":72,"uts\u7b49linux":66,"v1\u7248\u672c":39,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":41,"var":[16,29,30,31],"vector\u662frank\u4e3a1\u7684tensor":57,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":80,"vocab\u505a\u4e3a\u5b57\u5178":80,"void":[21,23,29,32,33,38,55,56,57],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":66,"w0\u548c":74,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":74,"wheel\u5305":36,"while":[6,12,25,34,35,37,68,81],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":57,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":52,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":49,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":49,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":44,"x\u548cwindow":[42,46],"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":42,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":44,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":68,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":68,"zero\u4e09\u79cd\u64cd\u4f5c":63,AGE:67,AWS:[20,66,69,70],And:[7,8,10,12,14,21,25,26,35,37],But:[8,9,12,16,29,37,39],EOS:8,For:[4,7,8,10,12,14,15,22,23,24,26,29,30,34,35,38,60],IDE:53,IDs:[12,25],Its:31,NFS:66,NMS:8,Not:[15,18],One:[7,9,14,16,25,37],Ops:38,PFS:27,QoS:67,TLS:[15,27],That:[8,12,35],The:[2,5,6,7,8,9,10,12,14,15,16,17,18,22,24,25,26,28,33,35,37,38,55,56,57,68,76,79,81],Their:[8,18],Then:[8,29],There:[7,8,12,14,15,17,18,23,25,26,28,34,37],These:[7,30,38],Use:[7,12,15,28,35],Used:9,Using:[18,37,80],Will:[12,14],With:[8,9],YES:26,Yes:42,___embedding_0__:68,___embedding_1__:68,__doc__:38,__file__:26,__gradient_machines__:14,__impl__:38,__init__:55,__main__:[4,74],__meta__:78,__metaclass__:56,__name__:[4,74],__param_conf__:14,__rnn_step__:52,__square_error_cost_0__:68,__tmp_params__:14,_binari:17,_librari:17,_link:9,_op:56,_proj:8,_recurrent_group:52,_res2_1_branch1_bn:74,_source_language_embed:[52,72],_target_language_embed:[52,72],_test:17,aaaaa:20,abc:8,abl:[8,15],about:[8,9,17,26,28,37,38,79,81],abov:[2,7,8,15,17,18,22,29,30,38,60],abs:[8,9,16],abs_numeric_grad:16,acceler:19,accept:[6,8,12,15,35,79],access:[8,9,15,17,22,25,26],accord:[7,8,16,23,30],accordingli:[7,8],accrod:9,accrodingli:21,accumul:[18,23],accur:[16,25],accuraci:7,acl:80,aclimdb:80,across:[8,12],act:[8,9,39,40,44,49,52],act_output:38,act_typ:76,activ:[9,13,17,38,44,52,76],activi:9,actual:[21,38],adadelta:[39,76],adagrad:76,adam:[15,23,76,80],adamoptim:[72,76,80,81],adapt:[7,10,14],add:[8,9,12,16,17,21,25,29,31,37,39,54,57],add_depend:17,add_execut:17,add_input:55,add_test:[17,55],add_to:8,add_unittest_without_exec:55,addattr:[38,56],addbia:55,addcom:[38,56],added:[7,14,54],addinput:[38,56],addit:[8,9],addop:29,addoutput:56,addr:18,address:[18,23],addrow:55,addtolay:8,addtyp:38,administr:25,advanc:16,advantag:16,adversari:35,affect:8,afford:22,afi:2,aforement:17,after:[8,9,12,17,22,23,25,28,34,54],again:[15,18],age:[12,68,78],agg_level:[8,48,49],aggregatelevel:[48,49],ago:17,aircraft:81,airplan:73,aistat:8,alex:[8,80],alexnet_pass1:65,alexnet_pass2:65,algo_hrnn_demo:49,algorithm:[8,10,22,72,80,81],align:[8,9,12,81],all:[2,6,7,8,10,14,15,17,18,21,23,25,26,28,30,33,38,51,68,79,80],alloc:[6,23,26,57],allow:[15,23],allow_only_one_model_on_one_gpu:[62,63,65],alpha:17,alreadi:[17,18,37,39],also:[8,9,12,15,17,21,24,29,30,34,35,37,38,60,76],alwai:[8,9,14,17,35,68],amazon:67,ambigu:35,amd64:66,amend:54,analysi:[79,80],android:46,android_abi:46,android_arm_neon:46,android_native_api_level:46,android_standalone_toolchain:46,androideabi:46,ani:[8,9,12,15,17,18,23,25,26,35],annot:79,annual:79,anoth:[8,14,15,26,37,38],anroid_arm_mod:46,anyth:[12,35,79],api:[12,14,15,17,23,24,26,27,29,34,36,60,68,71,80],api_shar:17,api_test:17,api_trainer_config:78,api_trainer_config_helpers_data_sourc:78,api_trainer_config_helpers_lay:[52,76],api_trainer_config_helpers_layers_context_project:78,api_trainer_config_helpers_layers_cos_sim:78,api_trainer_config_helpers_layers_data_lay:78,api_trainer_config_helpers_layers_embedding_lay:78,api_trainer_config_helpers_layers_fc_lay:78,api_trainer_config_helpers_layers_pooling_lay:78,apiserv:66,apivers:[66,67,68],apo:81,appear:30,append:[2,14,35,49,52,68],append_gradient_machin:14,appleyard:60,appli:[8,30,37],applic:[30,60,67],applyl1:21,approach:[8,34,76],apt:73,arbitrari:8,arch:46,architectur:81,archiv:[12,32,33],arg:[2,7,9,38,39,40,56,68,73,74,76,79,80],arg_nam:8,argpars:68,args_ext:68,argument:[2,8,12,21,22,34,68,79],argumentpars:68,argv:74,arm64:46,arm:[46,47],arm_soft_fp_abi:46,armeabi:46,around:[2,8,25],arrai:[4,6,8,12,14,23,30,35,44,56,74],articl:[30,54],arxiv:[8,9,80],as_row_vector:8,ask:[18,25],assert:4,assign:[7,8,22],associ:[34,79],assum:[7,8],astyp:[35,56],asyc:18,async:[18,62],async_count:[62,63],async_lagged_grad_discard_ratio:63,async_lagged_ratio_default:[62,63],async_lagged_ratio_min:[62,63],asynchron:18,atla:41,atlas_root:41,attenion:9,attent:[8,9,81],attr1:8,attr2:8,attr:[6,8,9,38,52,56],attr_map:38,attribut:[8,9,13,37,38],attributemap:56,attrproto:38,attrtyp:[38,56],attrvalu:38,auc:62,author:[27,66],authorized_kei:61,auto:[21,32,37,55,56,57,60],automat:[8,15,23,29,38,81],automaticli:8,automobil:73,avail:[18,23],averag:[7,8,11,22,79],average_test_period:[62,63,79],averagepool:8,avg:[48,60,76],avgcost:[76,78,80,81],avgpool:[8,76],avoid:[16,18,34,60],avx:42,await:67,awar:15,aws:27,azur:66,b2t:72,b363:67,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:67,back:18,background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,21,23,34,55,56],backward_first:52,backward_op:16,backwardactiv:55,baidu:67,balasubramanyan:80,bank:79,bardward:9,bare:[66,67],barrierstatset:60,base:[7,8,11,12,15,22,53],baseactiv:9,baseev:14,basematrix:55,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[42,53,54,58,67,68],basic:[8,14],batch:[8,9,10,12,14,15,18,20,21,40,44,61,67,68,73,74,76,78,80,81],batch_0:74,batch_id:[14,44],batch_norm_lay:9,batch_norm_typ:8,batch_read:[20,35],batch_siz:[12,39,40,44,61,72,73,76,78,80,81],batchsiz:[8,55],bazel:17,bbbbb:20,bbox:[7,8],bcd:8,bcebo:12,bcm2708:47,bdist_wheel:36,beam:[8,52,81],beam_gen:[8,52],beam_search:[14,51,52],beam_siz:[8,52,62,63,65],beamsiz:81,becaus:[7,8,12,15,16,17,18,23,34,35,37,49],becom:37,been:[17,22,79],befor:[8,9,18,25,28,30,34,35,39,56],begin:[7,8,21,23,28,30],beginiter:[14,15],beginn:52,beginpass:[14,15],begintrain:15,being:[25,35],belong:[8,37],below:[8,18,23,34,35],benefit:[9,25,26],bengio:8,bertolami:80,besid:[8,12],best:[8,17,78],best_model_path:79,besteffort:67,beta1:10,beta2:10,beta:74,better:[8,9,17],between:[7,8,10,14,17,18,23,33,34,37,81],bgr:74,bi_gru:9,bi_lstm:9,bia:[8,9,10,55,74],bias:8,bias_attr:[8,9,39,40,49,52],bias_param:39,bias_param_attr:9,biases_:55,biasparameter_:55,biassiz:55,bidi:67,bidirect:[8,9,79,80],bidirectional_lstm_net:80,bigger:18,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:60,bin:[42,61,66,67,68,78],binari:[7,8,12,17,26],bind:[29,37],bird:73,bitext:81,blank:8,bleu:81,block:[8,19,21,23,31,57],block_i:8,block_x:8,blockdesc:30,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:80,book:[12,52],bool:[6,7,8,9,11,12,14,38,55,63,65,80],boot:[8,51,52],boot_bia:8,boot_bias_active_typ:8,boot_lay:[49,52],boot_with_const_id:8,bos_id:[8,52],both:[5,6,8,9,15,17,18,25],bottom:[14,76],bound:8,boundri:7,box:8,brace:30,brain:25,branch:[8,15,17,31,36,54],brendan:80,brief:[17,23,57],broadcast:18,broken:54,browser:42,bryan:80,bsd:53,buf:21,buf_siz:12,buffer:[12,21,35,37],buffer_s:12,buffered_read:35,bug:54,build:[8,12,17,26,30,36,38,42,46,47,53,54,68,69,70,81],build_dict:12,build_doc:58,built:[17,38,60],bunk:80,c11:32,c703c041:54,c99:33,cach:[39,79],cache_pass_in_mem:[2,39,79],cachetyp:[2,39,79],calc_batch_s:[2,79],calcul:[7,8,9,10,16,18,23],call:[7,8,9,15,16,21,22,23,24,26,30,37,38,60,68,76],callabl:[6,8,12],callback:55,calrnn:49,caltech:73,can:[6,7,8,9,12,14,15,16,17,18,21,22,25,26,29,30,31,34,35,38,60],can_over_batch_s:[2,79],cancel:25,candid:8,cannot:[37,39],capi:32,capi_prvi:33,caption:81,card:61,care:[9,26,35],caret:14,cast_to_op_attr:38,cat:[42,68,73,74,80],categori:[8,12,18],categorig:12,categoryfil:67,caus:[18,28],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:81,cclient:24,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9],ceph:[20,66],cephf:[20,26,27],certain:37,certif:[15,27,66],cffi:32,cfg:67,cgo:32,chain:[12,30],challeng:[8,18],chanc:15,chang:[8,12,17,22,26,34,35,37,54,80],channel:[8,9,60],check:[2,12,17,39,54,55,63],check_align:12,check_attr:38,check_eq:55,check_fail_continu:2,check_grad:[16,56],check_l:55,check_sparse_distribution_batch:[62,63],check_sparse_distribution_in_pserv:[62,63],check_sparse_distribution_ratio:[62,63],check_sparse_distribution_unbalance_degre:[62,63],checkgrad:63,checkgrad_ep:63,checkout:54,checksum:27,choic:17,chunk:[22,27],chunk_schem:7,chunktyp:7,cifar:73,cifar_vgg_model:73,circl:30,claimnam:68,clang:[32,42,54],clarifi:7,class1:80,class2:80,class_dim:80,classic:8,classif:[8,30,76,80,81],classifi:[8,74],classification_cost:[39,49,73,76],classification_error_evalu:[7,76,80,81],classification_evalu:7,clean:[17,34,39,54],clear:[7,16,17,34,37],clearer:34,clearli:37,client:[21,24,66],clip:[6,9,63,76],clock:8,clone:[8,42,47,53],close:[2,35,54],cloud:[17,18,26,27,28],cloud_read:12,cluster:[12,14,15,18,23,61,66,68],cluster_train:61,cmake:[33,39,41,46,47,53,54,56,58,60],cmake_build_typ:[46,47],cmake_c:[46,47],cmake_system_nam:[46,47],cmakelist:[17,55,56],cmatrix:[32,33],cna:8,cnn:[8,67,76],coars:29,code:[2,4,8,12,15,17,25,29,30,34,35,38,42,55,67,78],coded_stream:39,codedinputstream:39,coeff:8,coeffici:8,collabor:18,collect:[8,12,14],collectbia:55,color:[73,74],colour:12,column:[7,8,30,35],column_evalu:7,com:[8,9,12,17,30,42,46,47,53,54,66,67,74],combin:[7,8,9,12,14,37],comma:[14,23],command:[17,21,26,28,53,55,65,67,68,69,70],commandlin:[60,68],comment:[8,10,17,38,49,68],commit:[17,67],common:20,common_util:61,commonli:28,commun:[18,23,24],compar:[16,17],compare_grad:56,comparison:17,compat:29,compil:[8,17,38,46,47,53],complaint:17,complet:[8,9,10,12,14,18,22,23,27,30,67,68],complex:[9,25,35],complic:[8,29],compos:[12,15,29],composenotalign:12,composit:29,compress:22,comput:[8,9,15,16,18,37,56,57,79,80],computation:8,conat:8,concat:[52,81],concaten:9,concept:[7,15,29,34,37],concern:15,concurr:[18,25],cond:31,condit:[8,22,67],conf:[4,8,39,49,61,68,72,74,81],conf_paddle_gradient_num:68,conf_paddle_n:68,conf_paddle_port:68,conf_paddle_ports_num:68,conf_paddle_ports_num_spars:68,confid:8,confidence_threshold:8,config:[6,8,9,20,28,40,44,55,61,62,63,65,66,67,68,73,76,78,79,80,81],config_:[21,63],config_arg:[62,63,65,74,76,79,80],config_bas:[7,8,14],config_fil:79,config_gener:[61,78],config_lay:55,config_len:23,config_pars:[4,55],config_proto:23,configprotostr:39,configur:[8,14,21,23,25,26,55,72,74,81],confirm:28,conflict:[37,54],confront:81,conll05st:79,conll:[12,79],connect:[9,26,67,76],connectionist:[8,80],connor:80,consequ:[8,9],consid:[7,8,10],consider:9,consist:[7,8,12,22,35,38],const_cast:56,constraint:37,construct:[7,15,37,38],constructbackwardgraph:30,constructoptimizationgraph:30,constructor:[37,38],consum:18,contact:25,contain:[2,7,8,9,11,12,14,15,22,34,37,38,53,67,68],content:[23,28],content_len:23,context:[2,8,9,12,37,52,56,57,66],context_attr:9,context_len:[8,9,76],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,76],continu:[7,18],contrast:8,control:[6,67,81],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:[15,38],convent:23,convert:[2,4,12,20,35],convlay:8,convolut:[8,9,12],convoper:8,convtran:8,convtranslay:8,cool:54,coordin:[18,23],copi:[14,15,22,25,28,30,78],core:[6,33,34],corpora:81,corpu:[12,79],correct:8,correctli:[7,12],correspoind:15,correspond:[15,17,31,38],corss_entropi:15,cos:[8,38],cosin:[8,38],cosineop:38,cosineopproto:38,cosineopprotomak:38,cost:[10,14,15,30,40,44,78,80,81],cost_id:8,could:[8,12,14,15,16,22,34,35],count:[7,18,26,35,60,63,65,67,78,79,80,81],counter:[18,22,30],cours:[7,26],cpp:[16,21,29,32,33,34,39,49,55,60,68,76,78,81],cpu:[2,6,8,16,26,34,36,42,53,56,57,60,65,67,68,79],cpuinfo:42,cpuplac:[56,57],cpusparsematrix:33,crash:[18,60],creat:[6,8,12,14,15,16,18,23,27,28,29,30,34,44,54,55,67,68],create_bias_paramet:55,create_doc_str:38,create_ifelseop:31,create_ifop:31,create_input_paramet:55,create_op:56,create_oper:29,create_python_ops_creatation_funct:38,createfromconfigproto:4,createop:38,creation:29,creator:[12,20],credenti:28,crf:79,critic:80,crlf:54,crop:74,crop_siz:74,cross:[8,39,46,47,76],cross_entropi:[8,15],cross_entropy_with_selfnorm:8,crt:[27,66],csc:55,cslm:81,csr:55,ctc:7,ctc_evalu:7,ctest:[42,53,54,56],ctrl:[53,61,78],ctx:[56,57,79],ctx_0:79,ctx_0_slot:79,ctx_n1:79,ctx_n1_slot:79,ctx_n2:79,ctx_n2_slot:79,ctx_p1:79,ctx_p1_slot:79,ctx_p2:79,ctx_p2_slot:79,cub:73,cuda:[17,53,60,61,63],cuda_dir:[62,63],cuda_so:[39,42],cuda_visible_devic:39,cudaconfigurecal:60,cudadevicegetattribut:60,cudaeventcr:60,cudaeventcreatewithflag:60,cudafre:60,cudagetdevic:60,cudagetdevicecount:60,cudagetdeviceproperti:60,cudagetlasterror:60,cudahostalloc:60,cudalaunch:60,cudamalloc:60,cudamemcpi:60,cudaprofilerstart:60,cudaprofilerstop:60,cudaprofilestop:60,cudaruntimegetvers:60,cudasetdevic:60,cudasetupargu:60,cudastreamcr:60,cudastreamcreatewithflag:60,cudastreamsynchron:60,cudeviceget:60,cudevicegetattribut:60,cudevicegetcount:60,cudevicegetnam:60,cudevicetotalmem:60,cudnn:[8,11,17],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[62,63],cudnn_convt:8,cudnn_dir:[62,63],cudnnv5:41,cudrivergetvers:60,cuinit:60,cumul:8,curl:66,curli:30,current:[2,8,17,18,21,23,34,37,66],current_word:52,currentcost:[76,78,80,81],currentev:[76,78,80,81],curv:15,custom:[15,26],custom_batch_read:35,cutoff:12,cxx_compil:[46,47],cxx_flags_minsizerel:[46,47],cycl:18,cyclic:8,cython:32,dalla:2,dan:79,dandroid_abi:46,dandroid_arm_mod:46,dandroid_arm_neon:46,dandroid_standalone_toolchain:46,darwin:66,dat:[20,61,78],data:[2,7,9,10,14,15,16,20,21,22,27,30,34,37,38,39,42,44,49,52,57,61,62,67,68,69,72,73,74,76,78,79,80,81],data_config:4,data_dir:[72,73,80,81],data_fil:40,data_lay:[2,21,39,40,49,73,76,79],data_read:[12,35],data_reader_creator_random_imag:35,data_typ:[12,44,52],databas:12,datacent:[20,28],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:8,dataprovid:[1,39,40,61,68,76,78,79],dataprovider_:76,dataprovider_bow:76,dataprovider_emb:76,dataproviderconvert:4,datasci:8,dataset:[20,26,35,44,52,74,77,80,81],date:79,db_lstm:79,dcmake_install_prefix:[46,47],dcmake_system_nam:[46,47],dcudnn_root:41,ddim:57,dead:18,deb:54,debian:42,debug:[16,28],decai:10,decar:12,decayr:21,decent:22,decid:[15,25,35],declar:8,decod:[8,9,51,52,81],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],deep:[8,25,30,60,73,74],deer:73,def:[2,4,8,12,15,16,20,26,29,35,38,39,40,44,49,52,55,56,68,74,76,79],defalut:8,default_decor:68,default_devic:65,default_valu:[31,65],defect:34,defer:25,defin:[2,8,9,12,14,15,17,18,25,29,35,37,38,39,44,56,76],define_py_data_sources2:[2,39,40,73,74,76],defini:81,definit:[16,18,22,38,72],definiton:29,degre:8,delet:[26,27,54],delimit:[7,78],delta:[8,16],delv:8,demand:18,demo:[4,8,12,61,67,69,72,73,74,76,78,80,81],dens:[8,12,23,24,78],dense_arrai:12,dense_vector:[2,4,12,40,44],dense_vector_sequ:12,dep:[17,56],depend:[17,18,26],deploi:8,deprec:8,deriv:[5,15],desc:38,descent:[8,18],describ:[15,17,22,34,38,67],descript:[7,17,68],deseri:[14,34],desgin:30,design:[8,12,21,32],desir:[18,67],destin:[23,28],destruct:37,det_output:7,detail:[6,7,8,9,10,16,22,26,28,37],detect:54,detection_evalu:7,detection_output:7,determin:[8,12],dev:[39,42,53,54,73,81],develop:[17,34,36,54,81],deviat:6,devic:[6,34,39,42,57,65],device_context:56,device_context_:56,devicecontext:56,deviceid:65,devid:8,dez:80,dict:[2,7,12,14,39,49,68,78,80,81],dict_dim:[39,49,80],dict_fil:[7,49,79],dict_siz:[12,21],dictionari:[2,7,8,12,14,15,16,39,76,81],dictrionari:76,dictsiz:81,did:34,diff:54,diff_mat:16,differ:[7,8,14,17,18,23,25,37],differenti:29,difficult:[7,16],digit:8,dilat:8,dilation_i:8,dim0:56,dim1:56,dim:[8,12,21,55,56,57,72,80],dim_:57,dimens:[5,8,11,12,39,57],dimes:8,dir:[46,61,68,74,78,79,80,81],direct:[8,9],directli:[9,17,24,26,34,38],directori:[8,17,20,25,27,28,54,60,67],disabl:39,discard:[12,18,22,54,63],discount:8,discov:18,discuss:[15,22,23,24],dispatch:34,displai:[26,28],disput:81,dist:[36,39],dist_train:[15,26],distanc:7,distinguish:17,distribut:[8,22,23,24,25,63,69,70],distribute_test:[62,63],disucss:15,divid:[10,38],diy_beam_search_prob_so:[62,63],dmkl_root:41,do_forward_backward:35,doc:[4,12,42,56,58,68],doc_cn:58,docker:[36,39,42,54,67,68,69,70],docker_build:15,docker_push:15,dockerfil:[42,53,54,68],dockerhub:42,document:[9,16,27,30],documentari:2,doe:[9,18,22,23,25,26,34,35],doesn:[6,8,12,15,35],dog:[73,74],doing:[21,25,30],don:[9,15,17,29,30,35],done:[7,8,9,17,18,22,23,54,60,68],dot:[56,81],dot_period:[63,65,68,73,78,80,81],dotmuloper:8,dotmulproject:8,doubl:[8,30,56,63],down:60,download:[12,17,18,21,25,27,67],download_cifar:73,doxygen:54,dozen:17,dpython_execut:39,dpython_include_dir:39,dpython_librari:39,drive:37,drop:9,drop_rat:6,dropout:[6,9],dropout_r:8,drpi_arm_neon:47,drpi_toolchain:47,drwxr:67,dst:23,dtoh:60,dtype:[4,40,74],dubai:81,due:[22,25],dummi:[14,22],durat:22,dure:[2,8,9,18,22,25,26,81],dwith_c_api:[33,46,47],dwith_gpu:[41,47],dwith_profil:60,dwith_python:[33,47],dwith_swig_pi:[33,46,47],dwith_test:56,dwith_tim:60,dynam:[2,23,33,35],dynamic_cast:55,each:[2,7,8,9,11,12,14,16,17,18,21,22,23,25,26,30,31,34,35,37,38,78],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,eas:[12,35],easi:[16,35],easier:[15,35],easili:[15,35,37],ec2:66,echo:[39,42,78,80],edit:7,edu:[12,67,73],effici:8,efg:8,eigen:56,eigen_use_gpu:56,eigenmatrix:57,eigentensor:57,eigenvector:57,either:[8,12,14,15],electron:67,elem_dim:8,element:[7,8,9,12,14,16,22,31,35,56],element_typ:23,elif:[15,38],els:[15,21,26,37,38,42,49,55,74],emac:53,emailweixu:17,emb1:[21,49],emb2:[21,49],emb:[39,49,67,76],emb_group:49,emb_sum:39,embed:[15,21,52,72,78,80],embedding_lay:[21,39,49,76],embedding_nam:[8,52],embedding_s:[8,52],empir:8,emplace_back:55,emploi:38,empti:[7,12,18,40],enabl:[6,8,17,22,53,60],enable_grad_shar:[62,63],enable_parallel_vector:63,enc_proj:[9,52],enc_seq:9,enc_vec:52,encapsul:23,encod:[9,22,49,81],encoded_proj:[9,52],encoded_sequ:[9,52],encoded_vector:52,encoder1:49,encoder1_expand:49,encoder1_rep:49,encoder2:49,encoder2_rep:49,encoder_last:8,encoder_s:52,encount:21,end:[7,8,14,34,35,37,52,54,79,80],end_pass:15,end_po:8,enditer:[14,15,44],endpass:[14,15],endpoint:[12,20],endtrain:15,engin:26,english:[8,81],enlarg:56,ensembl:9,ensur:[18,37],entir:[8,9,23,25],entiti:[7,37],entri:[12,22,26],entropi:[8,76],entry_point:26,enumer:[5,39],env:[39,68],environ:[15,39,60,67],eol:54,eos_id:[8,52],epsilon:10,equal:[8,9,18,49,56],equat:[7,8,9,10,56],equival:[8,15,38],error:[6,7,8,9,10,15,16,22,28,37,39,56,63,76,78,80,81],error_clipping_threshold:6,especi:9,essenc:15,essenti:[8,15],estim:[8,15],eta:67,etc:[7,12,35,37,81],etcd:[12,14,18,22,23,25],etcd_addr:23,etcd_endpoint:12,eth0:[61,68],eval:[7,76,78,80,81],eval_bleu:81,evalu:[8,13,14,25,60,61,78,80,81],evaluate_difficult:7,evaluate_pass:80,even:[15,35],evenli:23,event:[44,67],event_handl:[14,15,44],everi:[7,8,9,12,15,16,18,22,23,25,30,37,38],evid:34,exactli:[8,9],exampl:[7,8,9,10,12,14,26,28,29,30,34,35,74],exc_path:39,exceed:8,except:[8,12,25,30],exchang:34,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exe:66,exec:42,execut:[17,18,22,26],executioncontext:[56,57],exist:[15,18,28,35,38,57,80],exit:[23,28,67],expand:49,expand_a:[8,48,49],expand_lay:49,expand_level:[8,48],expandconvlay:8,expandlevel:48,expans:8,expect:8,expert:17,expir:18,explain:[7,18,29,30],explan:[8,16,26,37],explicit:55,explicitli:15,explor:8,exponenti:5,expos:24,express:15,ext:8,extend:7,extens:25,extent:33,extern:[17,32,33],external_librari:17,extra:[6,8,9],extra_lay:14,extraattr:[6,65],extraattribut:8,extraattributenon:8,extract:[7,8,34,72,74,79],extract_fea_c:74,extract_fea_pi:74,extralayerattribut:[6,9],extralayeroutput:9,extrem:8,f1205:39,f120da72:67,fa0wx:67,fabric:61,face:17,facotr:8,factor:[6,8,10],factori:32,fail:[18,22,39,63,67],failur:[18,23],fake_imag:35,falloc:27,fals:[6,7,8,9,10,12,16,31,35,39,40,44,49,52,55,56,65,67,72,76,79,80,81],false_block:31,false_label:35,false_read:35,faq:71,fast:[8,22,60],faster:[8,9,18],fault:[14,22],fbd1f2bb71f4:67,fc1:[55,65],fc2:65,fc3:65,fc4:65,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[38,39,40,49,65,76,78],fc_layer_nam:9,fc_mat:14,fc_op:38,fc_output:38,fc_param:39,fc_param_attr:9,fclayer:55,fcop:29,fdata:[49,79],fea:74,fea_output:74,feat:80,featur:[2,5,8,12,54,74,78,79],feature_a:39,feature_b:39,feature_map:78,feed:[9,14,15,30,44],feeder:12,fernan:80,festiv:2,fetch:[12,18,21,39,54],few:[17,18,35],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,38,78],fifth:30,figur:[15,17,72,81],file1:81,file2:81,file:[2,7,8,12,14,15,17,18,20,22,23,25,26,27,28,33,35,54,56,74,77,80,81],file_list:2,file_nam:[40,49,74,76,79],filenam:[2,20,39,78],fileoffset:27,filer:8,filesystem:[25,26,27],fill:[8,18,22],filter:[8,9],filter_s:[8,9],filter_size_i:8,find:[8,10,18,25,37],find_var:16,findvar:37,fine:[6,22,29],finish:[18,22,25,26,38,67],first:[8,14,15,18,22,25,26,28,30,38,56,57,76],first_seq:52,firstli:[7,8],firstn:12,firstseen:67,fit:12,fix:[6,32,54],flag:12,flatten:57,flexiabl:35,flexibl:[8,9,15,23,30],flight:81,float32:[4,12,29,35,40,56,74],floor:8,flow:36,folder:[17,20,26,28,81],follow:[7,8,9,10,12,14,15,16,17,18,22,26,29,30,35,37,38,69,70],forbid:15,force_load:32,forget:[10,15],fork:8,form:[8,9,10],format:[7,12,14,16,22,54,55],former:[15,17],formula:[8,9,16],formular:8,forward:[5,8,9,16,21,23,34,55],forward_op:16,forwardactiv:55,forwardtest:4,found:[8,37],four:[7,30],frame:7,framework:[15,37,38,56],free:12,french:81,frequenc:12,frequent:[22,35],fresh:25,friend:37,frog:73,from:[2,4,7,8,9,12,14,16,17,18,20,21,22,23,28,29,30,34,35,37,39,40,42,51,56,57,60,67,72,73,76,78,79,80,81],from_no_sequ:[8,48],from_sequ:[8,48],from_tar:14,fromfil:[35,40,74],fulfil:60,full:[8,18,25],full_matrix_project:[9,49,52],fulli:76,fullmatrixproject:8,fullsiz:21,fully_matrix_project:9,fullyconnectedlay:55,func:[2,12,22],funciton:9,functor:29,further:[8,38],futur:[8,25],fvs:38,gain:8,gamma:74,gan:15,gangliao:17,gate:[8,9],gate_act:[8,9,49],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,34,56],gauss:6,gcc:[32,42,46,47,53],gce:66,gcepersistentdisk:66,gcreators_:38,gen:[8,81],gen_conf:81,gen_data:81,gen_result:81,gender:[12,68,78],gener:[2,7,8,9,12,14,15,17,18,20,22,23,25,29,35,38,60,65,68,72,81],generated_word_embed:8,generatedinput:[8,51,52],genr:[68,78],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,22,23,25,26,27,37,38,55,67,73,78,79,80],get_all_op_proto:38,get_batch_s:79,get_best_pass:80,get_config_arg:[65,80],get_data:[67,76,79],get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:80,get_input_lay:55,get_model:74,get_movie_title_dict:12,get_numeric_gradi:16,get_output:16,get_sample_from_lin:39,get_shap:14,get_tensor:16,get_word_dict:12,getbatchs:55,geteigendevic:57,getenv:[15,26,68],gethostbynam:68,gethostnam:68,getidmap:68,getinput:55,getinputgrad:55,getinputvalu:55,getmat:21,getoptconfig:21,getoutputgrad:55,getoutputvalu:55,getparam:21,getparameterconfig:21,getparameterptr:55,getparameterspars:21,getparametersremot:21,getplac:[56,57],getpodlist:68,getsiz:55,gettask:22,gettranspos:55,getw:55,getweight:55,getwgrad:55,gildea:79,gist:9,git:[36,39,42,47,53,54],github:[9,17,30,42,47,53,54,74],give:[2,18],given:[8,12,14,23,25,29,35],glide:17,global:[6,15,17,18,34,37,38,53,60],global_learning_r:6,globalstat:60,globalstatinfo:60,globe:2,glusterf:66,gnueabihf:47,go_librari:17,go_test:17,goal:30,gob:22,godep:17,godoc:32,goe:[8,9,18,37],going:29,golang:17,good:[8,35],goodfellow13:8,googl:[15,39,46],googleapi:66,got:37,gprotos_:38,gpu:[6,8,11,16,26,34,36,39,42,53,56,60,65,74,79,80,81],gpu_id:[39,63,65],gpugpu_id:62,gpuplac:56,grab:18,grad:[16,23,63],grad_share_block_num:[62,63],grad_var_nam:16,gradient:[6,7,8,10,14,18,22,30,34,63,68,76],gradient_check:56,gradient_clipping_threshold:[6,76,80],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,33],gradientcheck:56,gradientmachin:[4,14,33,34,68,78,81],gradientmachine_:21,grain:29,gram:72,grandient:14,graph:[8,14,17,18],grave:80,greater:8,greaterthan:38,grep:[42,80],groudtruth:52,ground:[7,8,81],group:[9,22],group_input1:52,group_input2:52,group_input:[49,52],grouplen:[12,77],gru:[8,76],gru_bias_attr:9,gru_decod:52,gru_decoder_with_attent:52,gru_encoder_decod:[72,81],gru_layer_attr:9,gru_memori:9,gru_siz:76,gru_step:52,gru_step_lay:9,grumemori:[9,52],gserver:[8,55],gsizex:60,guard:21,guid:[27,67],gur_group:9,gzip:[22,67],hadoop:15,handi:17,handl:[12,15,26,34,35,37],handler:14,handwrit:80,happen:[22,38],harvest:76,has:[7,8,9,10,12,15,16,17,18,22,23,25,31,38,60,79],has_kei:14,hassubseq:49,have:[8,9,12,15,16,17,18,22,23,25,26,29,30,31,34,35,37],hdf:20,head:[56,80],header:[23,33,40,74],height:[8,12,32,35,55,56],held:18,hello:15,help:[4,28,54],helper:[8,9],henc:37,here:[6,7,8,9,12,15,17,18,24,28,30,35,38],heurist:[8,81],hidden:[8,9,39],hidden_a:39,hidden_b:39,hidden_dim:49,hidden_s:9,hierach:51,hierarch:[8,49],high:6,higher:29,highest:12,highli:12,him:15,hint:4,histor:29,hl_get_sync_flag:55,hold:[15,18,22,24,37,38,57],holder_:57,home:[20,28,61,67,68],honor:22,hook2:49,hook:[6,49,79],hookattr:6,hookattribut:6,horizont:8,hors:73,horst:80,host:[17,26,61,67],host_c:[46,47],hostnetwork:68,hostpath:[66,67,68],hot:76,hous:[2,12],how:[6,8,15,18,22,28,29,34,38],howardjohnson:49,howev:[8,9,25,34,35,38],howto:68,hpp:32,html:[12,73],htod:60,http:[8,9,12,17,26,30,42,46,47,53,54,66,67,73,74,77,81],huber:8,huge:8,huina:80,human:8,hyper:8,hyperplan:12,i0601:78,i0706:81,i0719:81,i1116:68,i1117:60,ib0:61,ics:12,icwsm:80,id_input:7,idea:[8,17,35],identityoffsetproject:8,identityproject:8,idmap:68,ids:[7,8,39,78],idx:[22,55],ieee:80,ies:28,ifelseop:31,ifop:31,ight:8,ignor:[2,8],ijcnlp:80,illustr:[7,18,23,29],ilsvrc:74,imag:[11,12,15,30,35,42,53,54,67,68,69,70,73,74,81],image_a:35,image_b:35,image_classif:73,image_fil:35,image_lay:35,image_list_provid:74,image_nam:15,image_path:35,image_provid:73,image_reader_cr:35,image_s:74,imagenet:[8,20],imagepullpolici:68,imageri:8,images_reader_cr:35,imagin:30,imdber:80,img:[2,8,73],img_conv_lay:9,img_pool_lay:9,img_siz:73,imgsiz:60,imgsizei:60,imgsizex:60,immutable_paramet:15,implement:[8,9,10,12,22,23,24,25,26,29,32,33,34,37,38],implemet:21,impli:17,improv:8,inarg:[4,21],inc_path:39,includ:[7,8,9,12,15,17,23,26,32,33,38,46,47,54,56,60],incorpor:8,incorrect:8,increas:[18,22,39],increment:30,incupd:55,inde:[12,35],independ:[8,16,23,37],index:[7,8,11,12,14,16,18,22,49,78],indexslot:8,indic:[7,8,23],individu:18,industri:18,ineffici:34,infer:[15,18,32],inferior:25,infershap:[56,57],infershapecontext:[56,57],infiniband:61,info:[7,8,12,44,49,55,61,68],inform:[8,12,14,26,28,37],ininst:15,init:[6,14,44,55,68,79],init_from_tar:14,init_hook:[49,76,79],init_model_path:[62,63,65,72,76,79],initi:[2,6,8,9,12,14,17,22,30,38,63,76],initial_max:[6,39],initial_mean:[6,8,39],initial_min:[6,39],initial_std:[6,8,39],initpaddl:4,inlcud:9,inlin:57,inner:[39,49],inner_:49,inner_mem:49,inner_param_attr:9,inner_rnn_output:49,inner_rnn_st:49,inner_rnn_state_:49,inner_step:49,inner_step_impl:49,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:57,input1:[8,9,57],input2:8,input:[2,5,7,8,9,11,12,14,16,21,25,29,30,31,34,35,37,38,39,40,44,48,49,51,52,55,56,57,65,68,72,73,76,78,79,81],input_conf:8,input_data:55,input_data_target:55,input_featur:5,input_fil:[40,79],input_hassub_sequence_data:55,input_id:8,input_imag:[9,73],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:[39,40,49,76],input_valu:16,input_var:16,inputbuff:21,inputdef:55,inputlayers_:55,inputs_to_check:16,inputtyp:12,insert:54,insid:[7,8,18,34,35],instal:[8,26,36,39,46,47,54,61,67,73,78],instanc:[8,16,18,20,24,31],instanti:18,instead:[8,9,11,17,21,26,30,35],instruct:30,int32:63,int64:27,integ:[2,7,8,12,22,26,32,44,76],integer_sequ:39,integer_valu:[2,12,39,44,49,76],integer_value_sequ:[2,12,49,52,76,79],integer_value_sub_sequ:49,integr:[7,79],inter:8,intercept:8,interchang:30,interfac:[6,8,9,14,22,26,28,34,61],intergr:8,intermedi:28,intern:[8,9,14],internet:[17,18],interpret:7,interv:8,introduc:[8,18,37,38],intuit:25,invalid:[35,37],invoc:[17,29],invok:[2,8,14,34,38,60],iob:7,ioe:7,ip_str:68,ipc:66,ips:68,ipt:[8,38,39,49,52],ipython:15,is_gener:[72,81],is_kei:78,is_loc:14,is_predict:[76,80],is_seq:[8,52],is_stat:6,is_tensor:38,is_test:[74,79,80],is_train:2,isinst:[4,44],ispodallrun:68,isspars:55,issu:17,issue_numb:54,item:[8,12,14,25,35,68],iter:[2,8,9,10,12,14,15,18,35],its:[2,8,9,14,15,18,22,30,34,37,38,60],itself:[9,18,25,37],ivs:38,java:32,jeremi:60,jie:[79,80],jmlr:8,job:[12,25,61,62,63,65,66,68,74,76,79,80,81],job_dispatch_packag:61,job_id:12,job_mod:72,job_nam:[26,68],job_namespac:68,job_path:68,job_path_output:68,job_workspac:61,jobnam:68,jobpath:68,jobselector:68,jobserv:26,johan:80,join:[18,49],joint:81,jointli:[9,81],journal:[79,80],jpg:74,json:[61,67,78],jth:9,jupyt:[26,42],just:[5,7,8,9,12,17,22,23,34,37],jypyt:15,k8s:68,k8s_data:68,k8s_job:15,k8s_token:15,k8s_train:68,k8s_user:15,kafka:20,kaim:8,kaimingh:74,kebilinearinterpbw:60,kebilinearinterpfw:60,keep:[8,12,18,30,37,38],keep_top_k:8,kei:[2,12,14,16,18,20,22,27,38,53,54,60,66,68,78],kept:8,kernel:[8,16,56,57],key1:63,key2:63,keyword:68,kill:18,kind:[15,16,18,24,30,66,67,68],kingsburi:79,know:[9,15,22],known:29,kriz:[12,73],ksimonyan:9,kube:66,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeadm:66,kubectl:[66,67,68],kuberent:18,kubernet:[15,18,59,61,68,69,70],kubernetes_service_host:15,kwarg:[2,9,10,12,38,49,76,79],l1_rate:6,l2_rate:6,l2regular:[73,76,80],l93:21,label:[2,7,8,10,12,14,30,35,39,40,44,49,67,73,74,76,79,80],label_dict:79,label_dim:[8,49,76],label_fil:[35,79],label_lay:35,label_list:79,label_path:35,label_slot:79,labeledbow:80,labelselector:68,lag:63,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,30,37,72],larg:[11,12,54,81],larger:[6,7,8],last:[7,8,9,48,49],last_seq:49,last_time_step_output:8,lastseen:67,latenc:8,later:[17,57],latest:[8,17,18,25,39,67,68],launcher:15,layer1:[8,9,48],layer2:[8,48],layer3:8,layer:[4,6,7,9,11,12,13,14,21,30,31,35,38,44,48,51,52,55,74,76,79],layer_0:55,layer_attr:[8,52,65],layer_num:[65,74],layer_s:8,layer_typ:8,layerbas:55,layerconfig:55,layergradutil:55,layermap:55,layeroutout:8,layeroutput:9,layers_test:39,lbl:[7,73],ld_library_path:61,learn:[6,7,8,9,10,12,15,23,25,30,35,42,60,73,74,79,80,81],learnabl:14,learning_method:[40,72,73,76,80,81],learning_r:[6,23,39,40,72,73,76,80,81],leas:18,least:[7,8,18],lecun:12,left:8,legal:38,leman:81,len:[2,8,23,27,49,55,68,76,79],length:[8,9,12,23,67],leq:8,less:[8,15],less_than:15,let02:67,let:[7,8,15,25,29,30],level:[6,8,29,51],lgtest:17,lgtest_main:17,lib64:[39,42,61,63],lib:[33,41,46,47],lib_path:39,libapi:17,libari:33,libcuda:[39,42],libjpeg:73,libnvidia:[39,42],libpaddl:[32,33,54],libpaddle_capi:33,libpaddle_gserv:33,libpaddle_math:33,libprotobuf:39,librari:[8,17,24,33,61,63],life:18,lifetim:37,lightweight:29,like:[7,8,12,17,18,21,26,29,30,35,37,74],limit:[8,12,39,60],linaro:47,line:[2,7,12,17,21,26,28,30,39,49,54,65,79],line_count:39,linear:[8,44],linearactiv:40,linguist:79,link:[8,9,17,27,28,37,51,80],linux:[27,42,46,47,53,66],linux_x86_64:36,lipeng:72,lipton:80,list:[1,2,7,8,9,12,14,15,17,22,26,28,31,34,37,40,61,65,73,74,76,78,79,80,81],listen:18,littl:23,lium:81,liwicki:80,load:[8,15,18,40,68,74,79,80,81],load_data_arg:4,load_featur:74,load_feature_c:74,load_feature_pi:74,load_missing_parameter_strategi:[62,63,65,72,79],loadparamet:4,loadsave_parameters_in_pserv:[21,62,63],loc:7,local:[6,14,16,18,24,25,30,41,58,61,62,63,68],local_scop:16,localhost:[42,66],localip:68,localpath:28,locat:[8,14,17],lock:[17,18,22,23],log:[22,28,39,55,61,63,67,68,73,78,79,80,81],log_barrier_abstract:[62,63],log_barrier_lowest_nod:[62,63],log_barrier_show_log:[62,63],log_clip:[62,63],log_error_clip:[62,63],log_period:[63,65,67,68,73,76,78,79,80,81],log_period_serv:[62,63],logarithm:5,logger:[2,49],logic:[25,34,37],logist:76,longer:18,look:[2,7,26,30],lookahead:8,loop:[16,35,37],loss:[8,76],low:8,lower:8,lpaddle_capi_shar:33,lpaddle_capi_whol:33,lstm:[8,49,52,67,76],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,49],lstm_group_input:49,lstm_input:49,lstm_last:49,lstm_layer_attr:9,lstm_nest_group:49,lstm_output:49,lstm_size:76,lstm_step:9,lstmemori:[9,49,52],lstmemory_group:[8,49],ltr:8,mac:[33,42,46],machan:9,machin:[8,9,12,14,51,80,81],machine_transl:52,maco:53,macro:29,made:[18,23],mai:[8,16,35,37],main:4,mainli:24,maintain:[8,22],majel:17,major:81,make:[2,7,8,15,17,18,22,23,25,30,34,35,46,47,53,54,55,56,60,80],make_ddim:57,make_function_oper:29,make_vari:38,man:27,manag:[14,18,23,24,28,37],mandarin:8,mani:[8,9,17,22,34,37,38],manner:8,manufactur:81,manylinux1_x86_64:36,mao:80,map:[7,8,12,14,15,22,37,38,44],map_read:12,mapper:12,mapreduc:15,marcu:80,mark:[30,37,79],mark_slot:79,market:80,martha:79,mask:[6,8],master:[15,25,36,66,80],mastermind:17,mat:[32,33],mat_cache_row:21,mat_norm:21,mat_normal_shar:21,mat_param_attr:9,mat_sparse_row:21,mat_sparse_row_auto_grow:21,mat_sparse_row_id:21,mat_sparse_row_prefetch:21,mat_sparse_row_prefetch_full_s:21,mat_value_shar:21,match:[8,17],math:[9,32,55,56,60],math_funct:56,matirx:8,matmul:56,matplotlib:73,matrix:[7,8,9,12,14,21,32,33,55,56],matrixptr:55,matrixtyp:33,mattyp:21,max:[6,8,12,16,48,60,65,78],max_diff:16,max_id:[8,14],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,maxid_evalu:7,maxim:8,maximum:[7,8,12,23],maxinum:11,maxpool:8,mayb:[8,9],md5:[12,19],mean:[6,7,8,9,10,11,12,14,17,35,37,39,63,74,78],mean_img_s:73,mean_meta:74,mean_meta_224:74,mean_valu:74,mechan:[8,9,24],meet:79,mem:[8,26,49],member:[12,15,30,34,37],memcpi:[34,60],memori:[9,21,22,26,52,57,60,67],memory_boot:9,memory_nam:8,memory_test:53,memory_threshold_on_load_data:[62,63],mention:[17,22],mere:9,merg:[8,23,25,34,54],mergedict:[72,81],messag:[30,54,67],meta:[61,73,74,78],meta_config:[61,78],meta_gener:[61,78],meta_path:73,metadata:[27,67,68],metal:66,metaphor:30,metaplotlib:15,method:[2,8,10,14,16,25,30,37,81],mfs:68,might:[8,17],million:12,min:[6,8,60,65,78],min_pool_s:[2,39],min_word_freq:12,mini:[8,12,14,18],mini_batch:35,minibatch:[8,30,31],minikub:66,minim:10,minimum:8,minsizerel:[46,47],minut:[18,25],mip:46,mirror:17,mislead:23,miss:79,mix:[9,52],mixed_lay:[9,49,79],mixed_layer_attr:9,mixedlayertyp:8,mkdir:28,mkl:41,mkl_root:41,ml_data:[61,78],mnist:[2,4,20,30,35],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:35,mnist_train:[2,35],mnist_train_batch_read:35,mnt:68,mod:79,mode:[8,14,54,68,80],model:[8,9,12,14,18,19,30,65,72,73,76,78,79,80,81],model_config:4,model_list:[63,65,79,80],model_output:80,model_path:65,model_zoo:[72,74],modifi:[8,54],modul:[2,9,12,14,29,40,56,73,74,76],modulo:8,momentum:[6,37,39,44,76],momentumoptim:[40,73],mon:67,mono:8,month:[17,81],mood:80,moosef:66,more:[7,8,9,12,15,16,17,18,22,25,26,28,29,30,35,39,60],morin:8,mose:[80,81],moses_bleu:81,mosesdecod:80,most:[8,12,15,17,25,30,35],mount:26,mountpath:[67,68],move:[8,18,22,28],movi:[2,12,78],movie_categori:12,movie_id:[68,78],movie_info:12,movie_review:12,movieinfo:12,movielen:77,moving_average_fract:8,mpi:61,mse:30,much:[8,18,35],mul:[29,55,56],mul_grad:56,mul_op:56,mulgradkernel:56,mulkernel:56,mulop:[29,56],mulopgrad:56,mulopmak:56,multi:[8,34,74,81],multi_binary_label_cross_entropi:8,multi_crop:74,multigradientmachin:34,multinomi:8,multipl:[7,8,9,12,14,15,16,22,23,25,29],multipli:[7,8],multiprocess:12,must:[5,7,8,9,12,23,31,35,38,55,56,57],mutabl:57,mutable_data:[56,57],my_standalone_toolchain:46,mypaddl:[67,68],name:[2,6,7,8,9,11,14,15,16,18,20,21,23,26,29,33,36,38,40,42,44,49,52,55,60,65,66,67,68,69,70,73,76,78,81],name_prefix:20,namespac:[32,55,56,66,67,68],nativ:8,natur:[22,25],nchw:8,ndarrai:[14,20],ndcg:8,ndcg_num:8,ndk:46,nearli:16,necessari:[8,23,25,34,38],need:[7,8,9,12,15,16,17,21,22,23,25,26,28,29,34,37,38,39,60,68],neg:[2,7,8,79,80],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,ner:7,nest:[8,12],net:[8,9,37,80],net_conf:80,net_diagram:74,network:[4,6,7,8,10,12,13,14,15,16,18,21,35,37,38,44,49,61,65,68,72,73,74,79,80,81],network_config:65,neural:[8,9,10,12,14,15,18,37,49,51,72,79,80,81],neuralnetwork:34,never:[12,35,37,67,68],newest:23,newvar:37,next:[2,8,12,18,24],nfs:68,nfsdir:68,nginx:42,ngram:12,nic:[61,62,63,68],nil:22,nine:12,nlp:8,nltk:12,nms_threshold:8,nms_top_k:8,nmt:81,nnz:55,no_cach:2,no_grad_set:[16,56],no_sequ:[2,8,44,78],noah:80,noavx:42,node0:68,node:[8,17,25,66,67,68],node_0:68,node_1:68,node_2:68,nodebook:42,nodefil:61,nois:[8,18],non:[8,18],none:[2,4,6,7,8,9,10,11,14,15,16,38,40,52,74],norm:9,norm_by_tim:8,normal:[8,9,12,67,68,74],notat:8,note:[6,8,9,11,14,15,21,22,26,35,57,80],notebook:26,noth:[5,14,37,54],notingradi:56,notori:16,novel:80,now:[8,12,17,18,37,51],np_arrai:12,nproc:53,ntst1213:81,ntst14:81,nullptr:[37,55],num:[8,9,61,63,68,79,80,81],num_channel:[8,9,73],num_chunk_typ:7,num_class:[8,9,73],num_filt:[8,9],num_gradient_serv:[62,63],num_group:8,num_neg_sampl:8,num_parameter_serv:15,num_pass:[14,40,44,62,63,65,67,68,76,78,79,80,81],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:20,number:[7,8,12,18,20,35,38,81],numchunktyp:7,numdevices_:65,numeric_grad:16,numlogicaldevices_:65,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,20,35,40,44,56,74],numreal:21,numsampl:60,numtagtyp:7,numtimeout:22,nv_:17,nv_gpu:53,nv_librari:17,nv_test:17,nvcc:[17,42],nvidia:[39,42,53],obei:7,obj:[2,39,40,73,74,76,78],object:[2,6,8,9,10,12,14,15,21,32,37,60],observ:[8,10],obtain:25,obvious:17,occup:[68,78],occur:[12,14,16],oct:67,odd:8,off:[33,41,42,46,47,53,54],offer:38,offici:[8,17],offlin:[18,20],offset:[8,21,78],often:21,ograd:55,old:[16,23,25],omit:[39,76],on_init:2,onc:[8,18,22,30],one:[2,5,7,8,9,10,11,12,14,15,16,18,21,22,23,25,26,29,31,34,35,37,76,79,80],one_host_dens:78,one_hot_dens:78,onehotcrossentropyopkernel:56,ones:29,onli:[7,8,9,11,14,15,16,17,21,22,23,24,25,26,28,30,31,34,38,49,51],onlin:[8,10,18,20,35],only_cpu:16,op_:56,op_check:56,op_class:38,op_librari:56,op_maker_class:38,op_proto:38,op_test_util:56,opattrcheck:56,opcreat:38,opdesc:[30,38],open:[2,8,15,20,35,39,40,49,74,79],openbla:41,openblas_root:41,oper:[8,9,10,12,16,30,31,37,56,57],operartor:57,operator_grad:16,operatorbas:[29,38,56],operatorwithkernel:56,opinion:80,opkernel:[56,57],opmak:38,opproto:56,opprotoandcheckermak:56,opprotomak:[38,56],opregist:38,opregistri:38,ops:[16,17,30,56],ops_test:17,opt:[15,38,41,68],optestmeta:56,optim:[6,13,14,16,34,39,44],option:[7,8,15,17,38],optyp:38,order:[8,9,12,14,30,35,68],ordereddict:14,org:[7,8,9,12,20,27,42,77],organ:[7,8],orient:38,origin:[8,12,16,37,54],other:[7,8,9,12,18,23,28,37,38],otherchunktyp:7,otherwis:[8,12,15,18,23,25,35],our:[15,17,37],out:[8,14,15,17,22,25,31,49,51,52,56,57,73],out_dir:68,out_left:8,out_mem:52,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:49,outer_mem:49,outer_rnn_st:49,outer_rnn_state_:49,outer_step:49,outlier:8,outout_lay:14,outout_layer1:14,outout_layer2:14,output:[5,6,7,9,11,12,14,15,16,20,25,28,29,30,31,35,37,38,39,40,49,52,56,57,61,65,67,68,72,73,74,76,78,79,80],output_:8,output_dir:74,output_fil:79,output_id:8,output_lay:[14,74],output_max_index:11,output_mem:[8,52],output_nam:16,output_num:31,output_path:20,outputbuff:21,outputh:8,outputw:8,outsid:[2,8,9,37],outv:55,over:[8,9,14,15],overlap:[7,8],overlap_threshold:[7,8],overrid:[18,28,56,57],overview:[22,23,24],overwrit:28,own:[23,25,38],packag:[12,22,26,29,36,39],pad:9,pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,20,26,28,29,30,31,32,33,34,38,40,42,44,52,53,54,55,56,58,60,61,65,67,68,72,73,76,78,79,80,81],paddle_begin_init_param:23,paddle_dir:56,paddle_element_typ:23,paddle_element_type_float32:23,paddle_element_type_float64:23,paddle_element_type_int32:23,paddle_element_type_int64:23,paddle_element_type_uint32:23,paddle_element_type_uint64:23,paddle_enforce_eq:[56,57],paddle_error:[32,33],paddle_exampl:26,paddle_finish_init_param:23,paddle_get_param:23,paddle_gradi:23,paddle_init_param:23,paddle_job:26,paddle_matrix:[32,33],paddle_matrix_cr:33,paddle_matrix_get_shap:32,paddle_matrix_shap:32,paddle_n:[61,68],paddle_new_etcd_pserver_cli:23,paddle_new_pserver_cli:23,paddle_on_cloud:26,paddle_output:67,paddle_paramet:23,paddle_port:[61,68],paddle_ports_num:[61,68],paddle_ports_num_for_spars:61,paddle_ports_num_spars:68,paddle_process_by_paddl:68,paddle_pserver2:61,paddle_pserver_cli:23,paddle_pserver_client_releas:23,paddle_root:72,paddle_save_model:23,paddle_send_grad:23,paddle_server_num:68,paddle_source_root:72,paddle_train:[33,36,61,68],paddledev:[39,42,67,68],paddlepaddl:[8,9,12,14,17,18,20,23,24,25,26,27,28,29,30,35,36,37,39,42,52,53,54,60,61,69,70,72,79],pair:[7,8,30],pakcag:17,palceholder_just_ignore_the_embed:72,palmer:79,paper:[8,81],para:[21,72],paraconvert:72,parallel:[60,65,67,68,81],parallel_nn:[6,62,63],param:[6,8,9,12,16,23,34,57],param_attr:[8,9,21,39,40,52],param_config_proto:23,paramattr:[6,8,39,40,52],paramet:[7,9,10,11,12,13,16,17,19,21,25,28,30,35,37,38,44,63,68,78,79,80,81],parameter_attribut:8,parameter_block_s:[62,63],parameter_block_size_for_spars:[62,63],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:21,parameterattribut:[6,8,9,21],parameterclient2:68,parameterclient_:21,parametermap:55,parametermutex_:21,parameters_:55,parameterserver2:21,parameterset:15,parameterupdat:34,parameterupdater_:21,parametris:10,paramutil:78,paraphras:[72,81],paraphrase_data:72,paraphrase_model:72,paraphrase_modeldata:72,paraspars:55,parent_:37,pars:[12,17,53],parse_config:4,parse_known_arg:68,parsefromstr:39,parser:68,part:[7,8,25,80],partial:[8,14],partial_sum:8,particular:30,partit:[18,20],paserv:68,pass:[2,8,14,18,34,35,37,39,40,44,54,60,63,65,67,68,73,76,78,79,80,81],pass_id:[14,44],pass_idx:35,passtyp:55,past:15,patch:27,path:[7,12,14,18,22,23,26,35,46,47,61,63,66,67,68,79,80],pattern:[12,18,32,80],paul:79,paus:[18,25],pave:81,pdf:[8,9],pem:[15,20],pend:[18,22],penn:79,per:[7,8,12,18,23,35],perform:[8,9,23,34,60,62],period:[18,25,63,79,80,81],perl:[80,81],peroid:8,persistentvolum:66,persistentvolumeclaim:[66,68],person:[7,15],perturb:16,pfs:[20,28],pfsclient:20,pfspath:28,pid:66,piec:[8,9],pillow:[26,73],pip:[36,39,54,61,73,78],pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[2,18,25,56,57],placehold:57,plain:[7,8,26,33],plan:18,platform:[46,56,57],pleas:[6,8,9,10,15,18,22,23,24,35,39,68],plot:[15,73],plotcurv:73,plu:[8,16],png:73,pnpairvalid:62,pod:[20,26,66,67,68],podip:68,podlist:68,point:[18,26,57,60],pointer:[23,37,57],polar:12,poll:80,pollut:25,pool3:55,pool:[9,13],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:[9,39,76],pooling_typ:[8,39,48,76],poolingtyp:11,popul:23,popular:17,port:[17,61,62,63,67,68],port_num:62,ports_num:[63,68],ports_num_for_spars:[21,62,63,65,68],pos:[78,80],pose:18,posit:[2,7,8],positive_label:7,posix:66,possibl:[15,22],post:[26,27],potenti:60,practic:8,pre:[8,9,12,15,23,72,80,81],pre_dictandmodel:72,precis:7,precision_evalu:7,pred:79,predetermin:8,predic:[12,79],predicate_dict:79,predicate_dict_fil:79,predicate_slot:79,predict:[2,4,7,8,10,14,39,61,72,73,74,76,78,79,80],predict_fil:[62,63],predict_output_dir:[62,63,76],predict_sampl:4,prediction1:14,prediction2:14,predin:73,prefer:66,prefetch:[21,55],prefix:[7,18,20],pregrad:55,premodel:72,prepar:[16,26,34,69],preprocess:[12,61,72,73,76,78,80,81],present:[15,54],preserv:28,prev_batch_st:[62,63],prevent:[10,15,18,22,25],previou:[8,9,14,18,28],previous:8,price:12,primari:30,principl:[15,17],print:[4,6,14,15,40,44],printallstatu:60,printer:7,printstatu:60,priorbox:8,prite:7,privat:[33,37,38,54,57],prob:[7,14],probabilist:[8,72],probabl:[7,8,14],problem:[8,10,15,16,17,25,30],proc:42,proce:[12,18,35],proceed:[8,79],process2:49,process:[2,6,8,9,12,15,20,21,22,25,38,39,40,49,68,76,78,79],process_num:12,processdata:[73,74],processor:60,prod:[42,54],prodict:8,produc:[8,9,12,18,35],product:26,productgraph:67,profil:[28,60],proflier:60,prog:68,program:[12,15,20,23,25,30,35,37,60,68],progress:[18,22],proj:8,project:[8,9,26,33],promis:[8,9],prompt:28,prone:15,prop:79,propag:10,proposit:79,protect:[38,55,56],proto:[11,38,56],proto_:38,protobuf:[14,26,30,38,39],protocol:7,protomak:56,provid:[8,12,15,23,26,38,39,40,49,62,76,79],prune:8,ps_desir:18,pserver:[14,21,23,24,26,61,62,63,68],pserver_addr:23,pserver_cpu:26,pserver_id:19,pserver_mem:26,pserver_num_thread:[21,62,63],pserver_spec:14,pseudo:[15,26],psize:55,ptr:33,pull:[17,30,36,42],purpos:[8,18,60],push:68,push_back:55,put:[17,18,21],pwd:[42,53,54],py_paddl:[4,39,58],py_test:56,pybind:56,pydataprovid:39,pydataprovider2:[2,4,40,68],pyramid:8,pyramid_height:8,python:[14,15,24,29,30,32,34,36,39,42,52,53,54,55,56,58,61,72,73,74,78,79,80,81],pythonpath:[39,73],pzo:80,queri:[8,81],question:[8,15,38],quick:67,quick_start:[26,67,68,69,76],quick_start_data:67,quickstart:67,r14b:46,r_t:8,rac:8,rais:12,ramnath:80,ran:60,rand:[60,63,65,79],random:[6,8,12,20,34,35,40,56],random_imag:20,randomli:25,rang:[8,12,20,35,38,68,76],rank:[8,15,74,76],rare:2,raspberri:47,raspberrypi:47,raspbian:47,rate:[6,7,9,10,12,23,61,68,78],rather:26,ratio:[8,63],raw:8,raw_meta:78,rdma_tcp:[62,63],reach:18,read:[2,12,14,15,18,20,35,40,74],read_from_realistic_imag:15,read_from_rng:15,read_lock:19,read_mnist_imag:15,read_next_from_fil:39,read_ranking_model_data:15,reader:[14,20,30,44],reader_cr:20,reader_creator_bool:35,reader_creator_random_imag:[12,35],reader_creator_random_image_and_label:[12,35],readi:[18,67],readlockguard:21,readm:[33,54,78,80],readwritebuffer_:21,real:[8,21,35],real_process:2,realist:15,reason:[9,15,16,18,67],recal:7,receiv:[18,26],recognit:[8,74,80],recommend:[9,15,61,68,78],record:[12,22,38,79],recordio:[12,15,20,22],recov:18,recoveri:22,rectangular:8,rectifi:8,recurr:[37,49,50,56,79,80],recurrent_group:[9,49,51,52],recurrent_lay:9,recurrentgradientmachin:33,recurrentgroup:7,recurs:[17,28],recvparametertyp:21,reduc:10,ref:78,refactor:[30,34],refer:[6,8,9,10,16,18,22,23,24,37,41],referenc:[8,22],reference_cblas_root:41,refine_unknown_arg:68,reflect:22,reg:38,region:[8,37],register_gpu_profil:60,register_lay:55,register_op:[29,38,56],register_op_cpu_kernel:56,register_op_gpu_kernel:56,register_op_without_gradi:56,register_tim:21,register_timer_info:60,registerop:38,registri:[26,67],regress:8,regular:[6,73,76,80],rel:[9,16,25,56],relat:[18,25,26,37],releas:[36,46,47,66,79],reli:16,reliabl:18,relu:8,rememb:8,remot:[6,17,21,54,61,63,65],remoteparameterupdat:[21,24],remov:[12,28,54],renam:28,reorgan:8,repeat:[30,38],repeatedli:30,replac:[17,22],replicaset:26,repo:17,report:22,reportdataset:22,repositori:[8,46],repres:[8,9,22],represent:[8,23,30],request:[17,18,21,25,36,67,81],requir:[7,8,15,18,23,25,26,28,38,61,78],res5_3_branch2c_bn:74,res5_3_branch2c_conv:74,res:79,research:[12,73],reserv:28,reserveoutput:55,reset:[8,18],reshap:[16,35],reshape_s:8,residu:74,resiz:[21,56,57],resnet_101:74,resnet_152:74,resnet_50:74,resolv:[17,54,67],respons:[8,21,34,67],rest:[8,26,27],restart:[18,23,67],restartpolici:[67,68],restor:16,restrict:37,resu:35,result:[2,5,7,8,14,16,22,30,60,76,81],result_fil:7,resum:25,retriev:37,return_seq:9,reuqest:36,reus:[25,35],rev:53,reveal:15,revers:[8,9,51,52],review:[12,54,67,80],reviews_electronics_5:67,rewrit:[17,81],rgb:8,rgen:80,rho:10,right:[8,16,17,26],rkt:[26,53],rmsprop:76,rnn:[8,9,37,51,52,62,80],rnn_bias_attr:52,rnn_layer_attr:52,rnn_out:52,rnn_state:49,rnn_state_:49,rnn_step:8,rnn_use_batch:[62,63],rnnlm:12,robot:73,robust:8,role:[12,15,22,23,79,80],roman:80,root:[10,11,42,61,67,68,72],root_dir:61,rot:8,routledg:80,row:[7,8,12,21],row_id:8,rpc:22,rpcserver:22,rpi:47,rpi_arm_neon:47,rpi_toolchain:47,rstrip:68,rtype:[8,12],rule:[7,30],run:[15,16,17,18,26,29,30,37,39,42,53,54,57,60,61,67,68,69,70,78],runinitfunct:[60,68],running_on_cloud:26,runtim:[2,39],safe:26,sai:[8,30],same:[2,7,8,9,14,15,16,22,23,25,29,37,49,57,76],samping_id:8,sampl:[2,7,12,38,76,78,80,81],sample_id:7,sample_num:7,santiago:80,satifi:7,satisfi:17,save:[2,8,12,14,18,20,22,23,26,30,67,78,79,80,81],save_dir:[40,63,65,67,68,73,76,78,79,80,81],save_only_on:[62,63],saving_period:[62,63,68],saving_period_by_batch:[62,63,65],saw:2,sbin:42,scalar:8,scale:[5,38,56],scaleop:56,scaleopmak:56,scalingproject:8,scan:22,scatter:8,schedul:[22,26],scheduler_factor:6,scheme:[7,21],schmidhub:80,schwenk:81,scienc:80,scope:16,score:[7,8,78],script:[12,58],seaplane_s_000978:73,search:[8,18,37,52,81],seat:81,second:[8,15,28,35,37,38,56,76],sed:80,see:[8,9,15,18,39],seed:[60,63],seem:17,segment:7,sel_fc:8,selcet:8,select:8,selected_indic:8,selectiv:8,selector:67,self:[16,55,56],selfnorm:8,semant:[12,15,36,79,80],semat:15,sen_len:79,send:[18,23,38],send_back_parameter_typ:21,sendbackparameterspars:21,sendbackparametertyp:21,sendparameterrequest:21,sendparameterrespons:21,sensit:8,sent:[15,23,38,67],sentanc:39,sentenc:[2,8,12,49,52,79],sentence_last_state1:49,sentence_last_state2:49,sentiment:[2,79,80],sentiment_data:80,sentiment_net:80,sentimental_provid:2,sentimental_train:2,separ:[7,23,29,78],seq:[8,12,49,78],seq_pool:[8,48],seq_silc:8,seq_text_print:7,seq_to_seq_data:[72,81],seq_typ:12,seqlastin:49,seqtext_evalu:7,seqtoseq:[8,39,72,81],seqtoseq_net:[8,72,81],sequel:2,sequenc:[2,5,7,8,9,11,12,30,39,44,49,51,76,78,80,81],sequence_conv_pool:76,sequence_group:8,sequence_layer_group:49,sequence_nest_group:8,sequence_nest_layer_group:49,sequencegen:49,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,44],sequenti:[8,79],seri:[9,49,80],serial:[14,22,34],server:[15,17,21,24,25,61,63,66,68],serverless:18,set:[2,6,7,8,9,12,14,15,16,18,26,31,37,39,40,49,53,57,60,61,67,72,73,74,76,79,80,81],set_active_typ:55,set_default_parameter_nam:6,set_drop_r:55,set_float_el:16,set_input:8,set_output:31,set_siz:55,set_typ:55,setdefault:56,setq:53,settotalbyteslimit:39,setup:[36,55,56],sever:[7,8,16,21,34],sgd:[10,14,15,18,26,34,40,44,61,62,80],shall:17,shape:[8,12,14,16,44],shard:[18,19,20,21,22,23,25],share:[8,17,33,34,79],shared_bia:9,shared_bias:8,shared_librari:17,shared_ptr:[32,33,37,57],shift:8,ship:73,shold:80,shorten:8,should:[6,7,8,12,14,15,16,23,26,29,31,34,35,38,51,56],should_be_fals:15,should_be_tru:15,should_shuffl:[2,49,79],show:[7,10,18,28,53,79,80,81],show_check_sparse_distribution_log:[62,63],show_layer_stat:[62,63],show_parameter_stats_period:[62,63,65,67,79,80,81],shown:[8,15],shuf:[39,78],shuffl:[12,39],side:[8,14,34],sigint:61,sigmod:38,sigmod_op:38,sigmod_output:38,sigmoid:[8,38],sigmoidactiv:[9,49],sign:27,similar:[8,35],similarli:[8,12],simpl:[5,7,8,9,12,14,30,37,38,68],simple_attent:52,simple_gru:[52,76],simple_lstm:[8,76],simple_rnn:[8,52],simpler:34,simpli:[8,15,23],simplifi:[15,38],sinc:[8,18,22,24,25,35],singl:[7,9,12,18,37],sinlg:14,site:17,size:[2,7,8,9,10,12,14,18,20,21,23,31,35,38,39,40,44,49,52,55,56,57,73,74,76,80,81],size_a:8,size_b:8,size_t:[21,55],skip:[35,40,54,74],sleep:68,sliceproject:8,slide:[8,10,12,18],slope:8,slopeinterceptlay:8,slot:[78,79],small:[12,16],small_messag:[62,63],small_vgg:73,smaller:[8,16,18],smart:37,smartli:8,smith:80,smooth:8,snap:67,snapshot:[19,25],snippet:29,sock:26,sock_recv_buf_s:[62,63],sock_send_buf_s:[62,63],socket:68,softmax:[8,9,15,31,39,52,55,76],softmax_param:39,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[39,49,76],solv:15,some:[6,8,12,14,15,17,21,22,23,25,26,29,30,37],some_c_api_funct:33,some_inst:33,some_python_class:32,somecppclass:32,somedata:14,somegotyp:32,someth:[8,21],sometim:[8,10,35],somewhat:23,somewher:37,soon:18,sort:[8,12,68,80],sourc:[8,12,16,17,28,33,35,81],source_dict_dim:52,source_language_word:52,space:[7,8],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,12,21,39,55,61,63,65,68],sparse_binary_vector:[2,12,39,44],sparse_binary_vector_sequ:12,sparse_float_vector:[2,44],sparse_non_value_slot:12,sparse_remot:21,sparse_upd:[6,21,39],sparse_value_slot:12,sparse_vector:[12,39],sparse_vector_sequ:12,sparseparam:55,sparseprefetchrowcpumatrix:55,spatial:8,spec:[67,68],special:[8,23],specif:[17,18,28,37],specifi:[7,8,15,21,22,23,26,28,37,38],speech:8,speed:9,sphinx:[32,42,58],split:[2,8,25,49,61,78,79],split_count:68,sqrt:8,squar:[8,10,11],square_error_cost:[40,44],squarerootnpool:8,squash:54,srand:63,src:[17,56,68,81],src_backward:52,src_dict:39,src_dict_path:39,src_embed:52,src_forward:52,src_root:4,src_word_id:52,srl:[12,79],ssd:8,ssh:[42,61],sshd:42,sstabl:15,stabil:16,stabl:[36,66],stacked_lstm_net:80,stacked_num:80,stackexchang:8,stage:[17,24,54],stake:81,stale:18,standalon:46,standard:6,stanford:[12,16,67],star:17,start:[8,14,17,18,21,22,23,25,26,34,39,54,63,67,68],start_paddl:68,start_pass:[62,63],start_po:8,start_pserv:[62,63],startpaddl:68,startup:[18,26],stat:[60,63,79,80,81],state:[8,9,18,37,51,67],state_act:[8,9,49],statement:30,statfulset:68,static_cast:57,staticinput:[8,51,52],statist:8,statset:60,statu:[26,54,60,67,68],status:67,std:[14,17,21,32,33,37,38,55,56,57,63],stderr:61,stdout:61,step:[8,9,11,18,23,30,34,38,49,51,52],stepnet:37,stepout:49,still:[22,25,31],stochast:[10,18,22,25],stock:80,stop:8,storag:[27,66],store:[7,8,12,14,16,17,21,34,37],str:[14,26,65,68],strategi:[11,18,63,79],street:[8,79],strict:35,stride:[8,9],stride_i:8,stride_x:8,string:[2,7,8,14,22,28,37,38,55,56,63],strip:[39,49,79],struct:[22,23,27,33,38],structur:22,stuff:54,stun:2,style:[8,38],sub:[7,8,12,15,25,34],sub_nest_seq:8,sub_sequ:[2,8,44],subcommand:28,subgradi:10,subnet:15,subobjectpath:67,subseq:[48,51],subsequ:8,subsequenceinput:[8,49],succeed:[22,67],success:[8,23,67],successfulcr:67,sudo:[53,73],suffic:35,suffix:26,suggest:[8,17],sum:[8,10,16,19],sum_:8,sumpool:[8,39],support:[6,7,8,11,12,16,18,25,26,29,34,35,49],suppos:[17,29],suppress:[8,28],sure:80,surpass:8,svs:38,swagger:27,swap_channel:74,swig:[24,32,33],swig_paddl:4,symbol:[8,33],symlink:54,sync:18,syncflag:55,synchron:[10,18,22],syntax:35,sys:74,sysroot:46,system:[17,18,23,25,27,29,39,80],t2b:72,tab:76,tabl:[7,8],tableproject:8,tag:[7,12,39,42],tagtyp:7,tainer_id:68,take:[2,7,8,9,15,17,18,25,30,31],talk:23,tanh:[8,9,52,55],tanhactiv:[9,49],tar:14,target:[8,12,14,17,81],target_dict_dim:52,target_dictionary_dim:8,target_language_embed:8,target_language_word:52,target_link_librari:17,targetinlink:[8,49],task:[7,8,38,79],task_queu:22,taskentri:22,taskqueu:22,tbd:[24,49],tconf:80,tcp:63,tear:60,technic:18,tee:[67,73,79,80,81],tell:[18,22,23,38],tellig:80,templat:[29,38,56,57,67,68],tempor:8,temporari:26,tensor:[16,17,56],tensor_s:16,tensor_test:17,tensor_to_check:16,term:[8,9,18],termin:67,tesh:79,test100:12,test10:12,test1:20,test:[1,2,8,12,14,15,16,17,33,35,36,54,55,56,57,60,61,63,65,73,74,76,78,79,80,81],test_:56,test_all_data_in_one_period:[67,73,78,79,80],test_compar:39,test_comparespars:39,test_comparetwonet:39,test_comparetwoopt:39,test_config_pars:39,test_cpu_gpu_compar:56,test_data:[4,81],test_fcgrad:55,test_gpuprofil:60,test_ignore_i:56,test_ignore_x:56,test_layergrad:55,test_list:[2,39,40,73],test_mul_op:56,test_networkcompar:39,test_norm:56,test_part_000:80,test_pass:[62,63,65,81],test_period:[62,63,65],test_predict:39,test_pydataprovid:39,test_pydataprovider2:39,test_pydataproviderwrapp:39,test_ratio:78,test_recurrent_machine_gener:39,test_recurrentgradientmachin:[39,49],test_swig_api:39,test_train:39,test_traineronepass:39,test_wait:[62,63],testa:15,testb:15,testbilinearfwdbwd:60,testcas:56,testconfig:55,tester:[78,81],testfcgrad:55,testfclay:55,testlayergrad:55,testmulgradop:56,testmulop:56,testq:15,testresult:14,testutil:55,text1:28,text:[2,7,9,12,15,72,80,81],text_conv:76,text_conv_pool:78,text_fil:[12,80],tflop:60,tgz:12,than:[6,7,8,9,18,26,29,39],thei:[8,15,17,18,23,25,28,38,60],them:[7,8,9,15,16,17,18,21,26,29,35,37,38,60],themselv:17,therein:8,thi:[2,6,7,8,9,10,12,14,15,16,17,18,21,22,23,24,25,26,29,30,34,35,38,60,80],thing:2,think:[15,17],third:[8,18],third_parti:[8,46,47],those:[17,18,29,30,79],thought:17,thread:60,thread_local_rand_use_global_se:[62,63],threadid:65,threadloc:60,three:[7,8,16,18,30,34,35,74],threshold:[6,7,8,18,22,63],through:[8,17,18,22,24],throughput:60,thu:[8,25],tier:67,time:[8,9,11,12,15,16,17,18,22,25,29,35,38,49,60,63,67,68,80],timelin:8,timeout:[18,22],timeout_sec:12,timer:60,timestamp:[8,19],timestep:[8,37],titl:[12,68,78],tls:27,tmp:2,to_no_sequ:[8,48],to_sequ:[8,48,49],to_your_paddle_clone_path:58,todo:[7,8,10,12,18,22,25,38],toend:8,togeth:[8,9,12,14],token:[7,8,15,52,80],toler:[14,16],too:[12,16],tool:[46,47,58,68],toolchain:[46,47],top:[7,14,74],top_k:7,toplevel:53,topolog:[15,18,34],topolopi:14,toronto:[12,73],total:[14,18,35,60,67,81],total_pass:35,touch:80,tourist:81,track:[18,22,54],tractabl:8,tradit:8,trail:12,train100:12,train10:12,train:[1,2,6,7,8,10,12,20,22,23,25,30,34,39,40,44,52,61,63,65,67,68,69,70,72,73,74,76,78,79,80,81],train_arg:68,train_args_dict:68,train_args_list:68,train_conf:[72,81],train_config_dir:68,train_data:81,train_i:44,train_list:[2,39,40,73,74],train_part_000:80,train_read:44,train_x:44,trainabl:8,trainer:[2,4,15,19,20,21,22,24,34,40,44,55,63,65,68,79,80,81],trainer_config:[1,2,4,40,61,67,68,76,78,80],trainer_config_help:[2,39,40,55,73],trainer_count:[39,62,63,65,67,68,78,79,80,81],trainer_cpu:26,trainer_cr:26,trainer_gpu:26,trainer_id:[63,68],trainer_intern:21,trainer_mem:26,trainer_packag:26,trainerconfighelp:39,trainerid:[25,68],trainerintern:[76,78,81],trainonebatch:21,tran:55,transact:[18,22,80],transform:8,transform_param_attr:9,translat:[8,9,72,81],transpos:8,transposedfullmatrixproject:8,travel:2,travers:30,travi:54,treat:[8,23],treatment:23,tree:[8,68],trg:81,trg_embed:52,tricki:32,trigger:[25,34],trim:8,truck:73,true_block:31,true_imag:35,true_label:35,true_read:35,truth:[7,8,81],tune:[6,8,62],tupl:[8,12,14,35],ture:8,turn:[8,35,51],tutori:[67,68,69,70,72,81],tweet:80,twine:36,twitter:80,two:[7,8,9,15,23,24,25,26,28,30,35,37,38,56,57,60],txt:[2,17,26,28,55,56,61,66,76,78,80],type:[2,7,8,9,11,12,15,18,21,22,25,26,27,28,32,33,35,38,40,44,49,52,55,56,57,65,67,74,76,78,79],type_nam:38,typedef:[23,32,33],typeid:38,typenam:[29,38,56,57],typic:7,ubuntu:36,ubyt:35,uci:12,ufldl:8,uid:67,uint32:27,uint64:32,uint64_t:32,unawar:23,unclear:25,unconstrain:80,under:[17,22],understand_senti:52,undeterminist:60,unidirect:8,uniform:[6,8,12,20,35],uninstal:39,uniqu:[15,18,25,26,37],unique_ptr:[37,55],unit:[8,9,17],unittest:[33,39,56],univ:81,unix:61,unk:[72,81],unk_idx:79,unknown:8,unlik:8,unordered_map:37,unseg:8,unsign:23,unsup:80,unsupbow:80,unsupport:56,until:[18,23,37,68],untrack:54,unzip:46,updat:[6,8,10,18,22,23,27,34,37,54,61,65],update_equ:[14,44],update_hook:6,updatecallback:55,upgrad:39,upload:[18,26,27,36],upon:18,upper:8,upstream:[39,54],url:[12,80],urls_neg:80,urls_po:80,urls_unsup:80,usag:[7,8,9,14,34,68],use:[6,7,8,9,11,12,14,15,16,17,18,24,31,34,37,38,54,56,60,68,74,79,80,81],use_cpu_only_op:56,use_etcd:14,use_global_stat:8,use_gpu:[4,39,44,62,63,65,67,68,73,74,76,78,79,80,81],use_jpeg:73,use_no_kenrel_op:56,use_old_updat:[21,62,63],use_op:56,use_seq:[40,78],use_sparse_remote_updat:21,used:[2,7,8,9,10,11,12,14,15,16,17,18,24,25,34,35,37,38,60,80],useful:[8,9,16,37],usegpu:55,user:[6,8,9,12,14,15,16,17,20,22,25,26,28,29,30,35,37,38,66,78],user_id:[68,78],user_info:12,user_nam:20,usercert:20,userinfo:12,userkei:20,usernam:[20,54],uses:[18,25,34],using:[6,8,9,12,14,15,17,18,22,23,25,26,28,29,35,37,38,56,79],usr:[39,41,42,61,63,68],usrdict:72,usrmodel:72,usual:[8,14,26,60],utc:77,util:[60,68,73,78],uuid:[19,25],v28:8,v7a:46,valid:[35,37],valu:[2,4,6,7,8,10,11,12,14,16,18,31,34,37,38,55,65,68,74,76,79],value1:63,value2:63,value_evalu:7,value_rang:12,vanilla:52,vardesc:30,variabl:[8,12,15,16,30,31,38,67],variablenamemap:56,varianc:8,variant:8,varproto:38,vars_:37,vector:[8,9,12,15,21,23,31,76,78],vendor:17,verb:12,verbos:28,veri:[8,11,17,22,29,34,37,73],version:[8,9,17,26,28,36,42,60,62,63],versu:15,vertic:8,vgg:[9,73],vgg_16_cifar:73,via:[18,35,54],view:8,virtualenv:53,visibl:[25,37],vision:73,visipedia:73,visit:14,visual:8,vlog:21,vocab:80,volum:[42,66,67,68],volumemount:[67,68],vutbr:12,wai:[7,8,9,15,23,25,81],wait:[10,18,23,68],wall:79,wangkuiyi:17,want:[2,8,9,15,26,31,35,37],warn:[28,39,68],warp:8,warpctc:8,watch:18,wbia:74,wei:[79,80],weight:[7,8,9,10,55,74],weight_act:9,weightlist:55,weights_:55,weights_t:55,welcom:17,well:[26,29],were:[7,17],wether:8,wget:46,what:[6,8,9,10,17,38,54],when:[2,6,7,8,12,14,16,17,18,21,22,23,26,28,34,60],where:[8,9,10,15,18,25,30,31],wherea:[22,29],whether:[7,8,9,14,35,80],which:[6,7,8,9,10,12,14,15,17,18,20,22,23,25,26,29,34,35,37,38,78],who:[29,30],whoever:23,whole:[2,7,12,32,33,38],whose:[8,12,18,25,31,38],why:[9,16,33,60],wide:17,width:[7,8,12,21,32,35,55,56,81],wiki:[8,17],wikipedia:[8,12],wilder:2,window:[8,11,12,53,66],wise:8,with_avx:[41,42,46,54],with_bia:38,with_c_api:[46,47],with_doc:41,with_dock:58,with_doubl:[41,55],with_dso:41,with_gpu:[41,42,46,53,54],with_profil:60,with_python:[41,46],with_rdma:[41,46],with_style_check:[41,54],with_swig_pi:[41,46],with_test:[41,42,54,56],with_tim:[41,60],within:[8,22],without:[7,8,18,23,35],wmt14:[52,81],wmt14_data:81,wmt14_model:81,wmt_shrinked_data:12,woboq:42,won:49,wonder:2,word2vec:[26,39],word:[2,7,8,12,30,38,39,49,51,76,79],word_dict:[49,76,79],word_dim:[49,76],word_id:[2,39],word_idx:12,word_slot:79,word_vector_dim:[8,52,72],words_freq_sort:12,work:[12,15,17,18,35,42,49,54,67,68],workspac:61,would:[14,17,18,25,29,30,34,35,79],wouldn:30,wrap:29,wrapper:[9,17,29,60],write:[12,15,18,25,29,35,79],write_lock:19,writelin:40,writer:15,wrong:35,wsj:79,wuyi:66,www:[8,12,73,81],x64:47,x86:[46,47],x86_64:46,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,39,42,55],xgbe0:63,xgbe1:63,xiaojun:80,xmap_read:12,xrang:[16,35,40,44,55],xxbow:80,xxx:[15,74,81],xxxx:19,y_neg:16,y_po:16,y_predict:44,yaml:[17,67,68],yancey1989:26,yann:12,yapf:54,yeild:14,yield:[2,12,15,20,35,39,40,44,49,79],yin:8,you:[2,6,8,9,14,16,26,37,74,80],your:[8,15,17,21,26,28,39,46,47],your_param_nam:39,your_repo:68,your_source_root:33,yourself:8,yuyang18:[8,10,12],zachari:80,zeng:80,zero:[6,8,10,12,16,18,34,63],zhou:[79,80],zip:[12,46,68,77],zoo:72},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","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","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","<no title>","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7f16\u8bd1PaddlePaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":68,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":81,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":72,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":78,"\u4e0b\u8f7d\u6570\u636e":67,"\u4e0d\u4f7f\u7528":32,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":32,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":32,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4e2d\u6587\u5b57\u5178":72,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":72,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":72,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":72,"\u4e3a\u4ec0\u4e48\u8981":53,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":60,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":60,"\u4ec5\u4ec5\u4f7f\u7528void":32,"\u4ecb\u7ecd":[72,74],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":54,"\u4efb\u52a1\u7b80\u4ecb":40,"\u4f18\u5316\u7b97\u6cd5":76,"\u4f7f\u7528":[54,67],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u4f7f\u7528\u6848\u4f8b":65,"\u4f7f\u7528\u6982\u8ff0":76,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":65,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":68,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":72,"\u4f7f\u7528\u8bf4\u660e":59,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":58,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":81,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":81,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":54,"\u4fee\u6539\u542f\u52a8\u811a\u672c":67,"\u4fee\u6539\u6587\u6863":58,"\u514b\u9686":54,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":33,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":60,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":55,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[46,47],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":61,"\u51c6\u5907\u6570\u636e":[40,78],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":68,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":61,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":39,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":39,"\u5206\u5272\u8bad\u7ec3":78,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":27,"\u5206\u652f\u89c4\u8303":36,"\u521b\u5efa\u672c\u5730\u5206\u652f":54,"\u521b\u5efajob":68,"\u521b\u5efapaddl":67,"\u5220\u9664\u672c\u5730\u5206\u652f":54,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":54,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":39,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":54,"\u5236\u4f5c\u955c\u50cf":68,"\u5236\u4f5cdocker\u955c\u50cf":67,"\u524d\u5411operator\u5355\u5143\u6d4b\u8bd5":56,"\u524d\u63d0\u6761\u4ef6":61,"\u52a0\u8f7dpaddlepaddl":44,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":39,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":63,"\u5355\u53cc\u5c42rnn":49,"\u5377\u79ef\u6a21\u578b":76,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":73,"\u539f\u56e0":32,"\u539f\u56e0\u5217\u8868":32,"\u53c2\u6570\u4fe1\u606f":74,"\u53c2\u6570\u5185\u5b58":39,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":63,"\u53c2\u6570\u6982\u8ff0":62,"\u53c2\u6570\u8bfb\u53d6":74,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":[27,80],"\u53c2\u8003\u8d44\u6599":60,"\u53cc\u5411lstm":80,"\u53cc\u5c42rnn":49,"\u53cc\u5c42rnn\u4ecb\u7ecd":51,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":51,"\u53cd\u5411operator\u5355\u5143\u6d4b\u8bd5":56,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":53,"\u53ef\u9009\u529f\u80fd":72,"\u540d\u8bcd\u89e3\u91ca":27,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":76,"\u5411\u91cf":63,"\u542f\u52a8\u4efb\u52a1":68,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":61,"\u5440":53,"\u547d\u4ee4\u884c\u53c2\u6570":76,"\u548c":48,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":73,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":65,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":57,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":72,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":44,"\u57fa\u672c\u539f\u7406":51,"\u57fa\u672c\u8981\u6c42":32,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":58,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":39,"\u5982\u4f55\u5199\u65b0\u7684oper":56,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":39,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":39,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":39,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":39,"\u5982\u4f55\u66f4\u65b0www":58,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":58,"\u5982\u4f55\u8d21\u732e":58,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":54,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":60,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":39,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":49,"\u5b50\u5e8f\u5217\u95f4\u6709memori":49,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":78,"\u5b89\u88c5":76,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":43,"\u5b89\u88c5\u6d41\u7a0b":43,"\u5b89\u88c5kubectl":66,"\u5b8c\u6574\u6559\u7a0b":75,"\u5b9a\u4e49operator\u7c7b":56,"\u5b9a\u4e49opkernel\u7c7b":56,"\u5b9a\u4e49protomaker\u7c7b":56,"\u5b9e\u73b0":32,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":56,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":55,"\u5b9e\u73b0\u65b9\u5f0f":33,"\u5b9e\u73b0\u8ba1\u7b97":57,"\u5b9e\u73b0c":[55,56],"\u5b9e\u73b0python\u5c01\u88c5":55,"\u5bfc\u51fac":32,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":65,"\u5c0f\u7ed3":2,"\u5de5\u5177":60,"\u5e38\u7528\u6a21\u578b":75,"\u5e76\u5b8c\u6210":54,"\u5efa\u7acb":54,"\u5f00\u53d1\u6807\u51c6":59,"\u5f00\u59cb\u5f00\u53d1":54,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":63,"\u5f15\u7528":79,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":76,"\u6027\u80fd\u4f18\u5316":59,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":60,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":60,"\u6027\u80fd\u8c03\u4f18":63,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":76,"\u603b\u4f53\u6d41\u7a0b":53,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":80,"\u6216\u8005\u662f":39,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":39,"\u62a5importerror":39,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":32,"\u63a5\u53e3":74,"\u63a8\u5bfc\u65b9\u7a0b":55,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":54,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":54,"\u63d0\u4ea4\u955c\u50cf":67,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":78,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":44,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":48,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[73,78,81],"\u6570\u636e\u63cf\u8ff0":79,"\u6570\u636e\u63d0\u4f9b":79,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":78,"\u6570\u636e\u652f\u6301":63,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":76,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":72,"\u6570\u636e\u96c6\u7279\u5f81":77,"\u6570\u636e\u9884\u5904\u7406":81,"\u6570\u6910\u4ecb\u7ecd":80,"\u6570\u6910\u51c6\u5907":80,"\u6574\u4f53\u65b9\u6848":68,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":27,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u6587\u672c\u751f\u6210":81,"\u6587\u672c\u751f\u6210\u6559\u7a0b":81,"\u6587\u6863":[42,71],"\u65b0\u624b\u5165\u95e8":45,"\u65f6\u5e8f\u6a21\u578b":76,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":49,"\u65f6\u95f4\u6b65":49,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":33,"\u672c\u5730\u6d4b\u8bd5":65,"\u672c\u5730\u8bad\u7ec3":65,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":54,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":46,"\u6784\u5efaraspberri":47,"\u67b6\u6784\u56fe":27,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":67,"\u67e5\u770b\u8f93\u51fa":68,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":27,"\u6848\u4f8b\u4e00":65,"\u6848\u4f8b\u4e8c":65,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":61,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":61,"\u6982\u5ff5\u7b80\u4ecb":56,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[48,51],"\u6a21\u5757":27,"\u6a21\u578b":74,"\u6a21\u578b\u4e0b\u8f7d":74,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":33,"\u6a21\u578b\u68c0\u9a8c":40,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":76,"\u6a21\u578b\u8bad\u7ec3":[73,81],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":78,"\u6a21\u578b\u914d\u7f6e":[49,59],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":49,"\u6ce8\u518coper":56,"\u6ce8\u610f\u4e8b\u9879":2,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[63,79],"\u6d4b\u8bd5\u6587\u4ef6":78,"\u6d4b\u8bd5\u6a21\u578b":80,"\u7279\u5f81":79,"\u7279\u5f81\u63d0\u53d6":74,"\u751f\u6210\u5e8f\u5217":52,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":81,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":51,"\u751f\u6210sparse\u6587\u4ef6":27,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":27,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":77,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":81,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":80,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":77,"\u76ee\u5f55\u7ed3\u6784":33,"\u76ee\u6807":27,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":58,"\u76f8\u5173\u6982\u5ff5":51,"\u77e9\u9635":63,"\u793a\u4f8b1":49,"\u793a\u4f8b2":49,"\u793a\u4f8b3":49,"\u793a\u4f8b4":49,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":39,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":78,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":79,"\u7a00\u758f\u8bad\u7ec3":65,"\u7b26\u53f7":32,"\u7b80\u4ecb":[66,81],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":52,"\u7c7b":[32,55,56],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":44,"\u7ec3\u4e60":73,"\u7ec6\u8282\u63a2\u7a76":73,"\u7ec6\u8282\u63cf\u8ff0":63,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":61,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":40,"\u7ed1\u5b9apython":56,"\u7f16\u5199yaml\u6587\u4ef6":67,"\u7f16\u8bd1":56,"\u7f16\u8bd1\u548c\u5b89\u88c5":[46,47],"\u7f16\u8bd1\u548c\u6267\u884c\u5355\u5143\u6d4b\u8bd5":56,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":39,"\u7f16\u8bd1\u6d41\u7a0b":43,"\u7f16\u8bd1\u9009\u9879":33,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":41,"\u7f16\u8bd1paddlepaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":53,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":74,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u80cc\u666f":32,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":63,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":27,"\u89c2\u6d4b\u8bcd\u5411\u91cf":72,"\u8bad\u7ec3":[63,78,79],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":78,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":39,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[40,44,76,80],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":81,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":51,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":39,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":64,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":77,"\u8bcd\u5411\u91cf\u6a21\u578b":76,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":72,"\u8bcd\u6c47\u8868":49,"\u8be6\u7ec6\u6559\u7a0b":60,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":79,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":49,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":51,"\u8f93\u5165\u4e0d\u7b49\u957f":49,"\u8f93\u5165\u793a\u4f8b":51,"\u8f93\u51fa":51,"\u8f93\u51fa\u65e5\u5fd7":76,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":61,"\u8fd0\u884c\u5bb9\u5668":67,"\u8fd0\u884cdocker":39,"\u8fd0\u884cpaddlepaddl":42,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":32,"\u8fdb\u884c\u8bad\u7ec3":[20,67],"\u8fdb\u9636\u6307\u5357":59,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":66,"\u901a\u7528":63,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":42,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":76,"\u9047\u5230":39,"\u90e8\u7f72kubernetes\u96c6\u7fa4":66,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":76,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[46,47],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":52,"\u914d\u7f6e\u7f51\u7edc":44,"\u914d\u7f6ekubectl":66,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":66,"\u94a9\u5b50":54,"\u9644\u5f55":76,"\u968f\u673a\u6570":63,"\u96c6\u7fa4\u8bad\u7ec3":65,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":53,"\u975e\u6cd5\u6307\u4ee4":39,"\u9884\u5904\u7406":73,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":81,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":81,"\u9884\u6d4b":[73,74,76,79,80],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":81,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":49,"beam_search\u7684\u751f\u6210":49,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":41,"bleu\u8bc4\u4f30":81,"book\u4e2d\u6240\u6709\u7ae0\u8282":36,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":41,"class":34,"cmake\u6e90\u7801\u7f16\u8bd1":39,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":41,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"docker\u4f7f\u7528\u5165\u95e8":42,"filemanager\u8bbe\u8ba1\u6587\u6863":27,"float":39,"function":[17,29],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":65,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":60,"gpu\u955c\u50cf\u51fa\u73b0":39,"group\u6559\u7a0b":51,"import":39,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"kubernetes\u5355\u673a\u8bad\u7ec3":67,"meta\u6587\u4ef6":78,"meta\u914d\u7f6e\u6587\u4ef6":78,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"movielens\u6570\u636e\u96c6":77,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":78,"org\u6587\u6863":58,"paddle\u52a8\u6001\u5e93\u4e2d":32,"paddle\u53d1\u884c\u89c4\u8303":36,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":36,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":32,"paddle\u7248\u672c\u53f7\u4e3a0":39,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":42,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":41,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":42,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":47,"pod\u95f4\u901a\u4fe1":68,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u63a5\u53e3":74,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":39,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":76,"return":35,"rnn\u76f8\u5173\u6a21\u578b":50,"rnn\u914d\u7f6e":52,"tensor\u4f7f\u7528\u6837\u4f8b":57,"tensor\u5230eigentensor\u7684\u8f6c\u6362":57,"tensor\u6a21\u5757":57,Abs:5,For:17,The:[23,30,34],Using:[17,23],With:26,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,addto:8,aggreg:8,aggregatelevel:8,alalysi:21,algorithm:[16,18],all:37,api:[0,3,33,38],applic:3,argument:[28,35],arrai:16,associ:37,async:63,attent:52,attribut:6,auc:7,auto:16,avg:11,backgraound:16,backward:30,base:26,basepool:11,batch:35,batch_norm:8,batch_siz:35,beam_search:8,becaus:39,between:[15,38],bidirectional_gru:9,bidirectional_lstm:9,big:39,bilinear_interp:8,bla:41,block:30,block_expand:8,book:42,brelu:5,cach:2,can:37,capi:33,capi_priv:33,check:[8,16],checker:16,checkpoint:[18,19,25],choos:17,chunk:7,cifar:12,classif:7,classification_error:7,classification_error_print:7,client:23,clip:8,clone:54,close:16,cluster:24,cmake:17,code:26,column_sum:7,commit:54,compos:35,comput:30,concat:8,conclus:25,config:3,configur:13,conll05:12,connect:8,construct:30,content:[2,33,39,48,60],context_project:8,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:25,core:16,cos_sim:8,cost:8,cp27mu:39,creat:[35,37],creation:22,creator:35,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[39,41],cudnn:41,cudnnavg:11,cudnnmax:11,custom:35,dat:77,data:[8,12,18,35],datafeed:12,dataprovid:[3,63],dataset:[12,18,22],datatyp:12,decayedadagrad:10,decor:35,dens:25,deploi:26,descript:28,design:[15,16,18,22,23,24,25,29,30,34,35,37],destroi:37,detail:21,detect:[7,8],detection_map:7,detection_output:8,dictionari:35,dispatch:[18,22],distribut:[15,18,21,26],doc:[15,18,22,23,24,25,29,30,34,35],docker:[26,53],dotmul_oper:8,dotmul_project:8,driver:39,dropout:8,dylib:33,dynam:18,eigen:57,elect:25,embed:8,enough:16,entri:35,environ:26,eos:8,evalu:7,event:[14,15],exampl:[15,17,33],except:39,exp:5,expand:[8,48],expandlevel:8,explain:16,faq:39,fault:18,first_seq:[8,48],fork:54,form:38,format:18,forward:30,framework:[16,57],from:[15,25,38],full_matrix_project:8,fulli:8,gate:52,gated_unit:8,get_output:8,gpu:63,gradient:[16,23],gradient_print:7,graident:16,graph:30,group:8,gru:[9,63],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[15,32],happen:25,high:38,how:[16,21,35],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,ident:5,identity_project:8,illeg:39,imag:[8,9,26],imagenet:74,imdb:[12,80],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,17,21,35],infer:14,ingredi:15,ingress:27,init_hook:2,initi:23,input_typ:2,insid:37,instruct:39,insuffici:39,interact:38,interfac:[12,16,18,23,24,35,37],interpol:8,isn:35,issu:54,job:[18,26,67],join:8,kmax_sequence_scor:8,kubernet:[26,66,67],lambda_cost:8,larg:21,last_seq:[8,48],layer:[8,15,29],learnabl:8,leval:38,level:38,libpaddle_capi_shar:33,libpaddle_capi_whol:33,librari:23,linear:5,linear_comb:8,linux_x86_64:39,list:[19,35],local:37,log:5,logic:22,low:38,lstm:[9,63,79,80],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,manag:17,map:35,master:[18,22,26],math:8,mathemat:16,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,memori:[8,49,51],messag:[38,39],mini:35,minibatch:12,misc:8,mix:8,mnist:12,model:[3,13,15,21,23,25,52,74],modul:39,momentum:10,movi:77,movielen:12,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:35,multiplex:8,name:[37,39],nce:8,need:35,network:[9,52],neural:52,nlp:[9,63],norm:8,note:16,numer:16,numpi:16,nvprof:60,nvvp:60,object:18,onli:[35,37],oper:29,opproto:38,optim:[10,18,23,30],option:28,order:28,orthogon:37,output:8,overview:[25,37],packag:17,pad:8,paddl:[21,35,36,37,39,57],paddlejob:26,paddlepaddl:[15,58,71],parallel_nn:65,paramet:[6,8,14,15,18,23,24,26,34],parent:37,part:30,partit:23,path:[25,28],perform:63,persist:22,pfsclient:[27,28],pfsserver:27,platform:39,pnpair:7,point:39,pool:[8,11,48],power:8,pre:54,precision_recal:7,prefetch:35,prelu:8,print:7,process:[18,23,26],project:17,protocol:39,provid:[2,35],pserver:25,pull:54,push:54,python:[16,26,35,38],queue:[18,22],rank:7,rank_cost:8,rate:77,reader:[12,15,35],recoveri:18,recurr:[8,9,51,52],recurrent_group:8,ref:16,refer:2,regist:38,regular:23,reject:39,relu:5,remot:24,repeat:8,request:54,requir:17,reshap:8,resnet:74,retri:22,rmsprop:10,rnn:[49,63],rotat:8,row_conv:8,row_l2_norm:8,runtim:26,sampl:8,sampling_id:8,save:25,scale:[8,18],scale_shift:8,scaling_project:8,scope:37,select:23,selective_fc:8,sentiment:12,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:52,sequence_conv_pool:9,sequencesoftmax:5,server:[18,22,23,26],sgd:63,share:[15,37],should:37,shuffl:35,sigmoid:5,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:35,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,spars:[23,24,25],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:80,stanh:5,start:15,store:18,sub_nested_seq:8,subcommond:28,submit:26,suffici:35,suitabl:17,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,support:39,synopsi:28,tabl:33,table_project:8,take:35,tanh:5,task:[18,22],tensor:[8,57],text_conv_pool:9,theori:16,thi:[37,39],timelin:25,todo:[19,20],togeth:37,toler:18,too:39,tool:17,train:[14,15,18,21,24,26,35],trainer:[14,18,23,25,26],tran:8,trans_full_matrix_project:8,tune:63,two:16,uci_h:12,updat:[15,24,25],usag:35,use:[21,35],user:[18,77],util:7,value_print:7,variabl:37,version:39,vgg_16_network:9,warp_ctc:8,what:[21,25],wheel:39,when:[25,37],whl:39,why:35,wmt14:12,zoo:74}})
\ No newline at end of file