searchindex.js

Search.setIndex({docnames:["about/index_en","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/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","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","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/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_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:["about/index_en.rst","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/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.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","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/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","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:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":59,"00186201e":5,"00m":43,"01852v1":9,"03m":43,"0424m":43,"0473v3":10,"055ee37d":49,"05d":56,"0630u":43,"06u":43,"0810u":43,"08823112e":5,"0957m":43,"0ab":9,"0rc1":31,"0rc2":31,"0th":64,"10007_10":63,"10014_7":63,"100gb":43,"100gi":49,"10g":24,"10m":43,"1150u":43,"11\u5b9e\u73b0\u4e86c":28,"11e6":50,"12194102e":5,"124n":43,"13m":50,"1490u":43,"15501715e":5,"1550u":43,"15mb":59,"1636k":64,"16mb":59,"16u":43,"173m":57,"173n":43,"1770u":43,"18ad":49,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":50,"197u":43,"1gb":43,"1st":[54,57,63,64],"202mb":64,"210u":43,"211839e770f7b538e2d8":10,"215n":43,"228u":43,"234m":57,"2520u":43,"252kb":59,"25639710e":5,"25k":59,"2680u":43,"27787406e":5,"279n":43,"27m":43,"285m":43,"2863m":43,"28m":43,"28x28":3,"2977m":43,"2cbf7385":49,"2nd":[9,63,64],"302n":43,"30u":43,"32777140e":5,"328n":43,"32u":43,"32x32":[13,56],"331n":43,"3320u":43,"36540484e":5,"365e":49,"36u":43,"3710m":43,"3768m":43,"387u":43,"38u":43,"3920u":43,"39u":43,"3rd":[61,63,64],"4035m":43,"4090u":43,"4096mb":46,"4279m":43,"43630644e":5,"43u":43,"448a5b355b84":50,"4560u":43,"4563m":43,"45u":43,"4650u":43,"4726m":43,"473m":50,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":46,"50bd":49,"50gi":49,"51111044e":5,"514u":43,"525n":43,"526u":43,"53018653e":5,"536u":43,"5460u":43,"5470u":43,"54u":43,"55g":64,"5690m":43,"573u":43,"578n":43,"5798m":43,"586u":43,"58s":50,"5969m":43,"6080u":43,"6082v4":9,"6140u":43,"6305m":43,"639u":43,"655u":43,"6780u":43,"6810u":43,"682u":43,"6970u":43,"6ce9":49,"6node":44,"6th":64,"704u":43,"70634608e":5,"7090u":43,"72296313e":5,"72u":43,"73u":43,"75u":43,"760u":43,"767u":43,"783n":43,"784u":43,"78m":43,"7eamaa":13,"7kb":50,"8250u":43,"8300u":43,"830n":43,"849m":43,"85625684e":5,"861u":43,"864k":64,"8661m":43,"892m":43,"901n":43,"90u":43,"918u":43,"9247m":43,"924n":43,"9261m":43,"93137714e":5,"9330m":43,"94u":43,"9530m":43,"96644767e":5,"983m":43,"988u":43,"997u":43,"99982715e":5,"99m":57,"99u":43,"9f18":50,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":25,"\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":25,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":25,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":31,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":25,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":25,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":25,"\u4e0b\u8f7d\u5230\u672c\u5730":25,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":25,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":27,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":27,"\u4e0d\u5728":28,"\u4e0d\u5bb9\u6613\u51fa\u9519":25,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":25,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":31,"\u4e0e\u53ef\u80fd\u6709\u7684":31,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":28,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e2a\u6027\u5316\u63a8\u8350":31,"\u4e2d":[27,28],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":25,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":25,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e66\u5199":27,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ece":31,"\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":28,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\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":25,"\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":27,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":27,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":31,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":31,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f7f\u7528":[28,31],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\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":27,"\u4f7f\u7528c":28,"\u4f7f\u7528c99\u505a\u63a5\u53e3":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":27,"\u4f7f\u7528regress":31,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":27,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":27,"\u4f7f\u7528void":27,"\u4f8b\u5982":[20,27,28,31],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":27,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":27,"\u4f8b\u5982\u5bf9\u4e8epython":27,"\u4f8b\u5982c":27,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":27,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f9d\u6b21\u7c7b\u63a8":31,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fee\u590d\u6240\u6709bug\u540e":31,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":31,"\u4fee\u590dubuntu":31,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":31,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5176\u4e2d":[27,31],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":31,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":28,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u8bf7\u53c2\u8003":28,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":27,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":31,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":31,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":31,"\u5206\u652f\u4e2d":31,"\u5206\u652f\u4e3a\u5f00\u53d1":31,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":31,"\u5206\u652f\u4e3a\u7a33\u5b9a":31,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":31,"\u5206\u652f\u5408\u5165":31,"\u5206\u652f\u5408\u5165master\u5206\u652f":31,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":31,"\u5206\u652f\u540d\u4e3a":31,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":31,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":31,"\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":28,"\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":25,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":31,"\u52a8\u6001\u5e93":27,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":28,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":31,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":28,"\u5373\u4f7f\u7528":28,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5373\u4f7fc":28,"\u5373\u4f8b\u5982":28,"\u5373\u4fbfpaddl":28,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u66b4\u9732":28,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":27,"\u53c2\u6570":27,"\u53c2\u8003":[25,27],"\u53cc\u5411\u9a8c\u8bc1":25,"\u53d1\u5e03\u5230dockerhub":31,"\u53d1\u5e03\u5230github":31,"\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":28,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\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":27,"\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":25,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":31,"\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":31,"\u540c\u65f6\u63d0\u8d77":31,"\u540d\u5b57\u4fee\u9970":27,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":31,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":27,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,27,28,31],"\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":27,"\u56fe\u50cf\u5206\u7c7b":31,"\u5728":[28,31],"\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\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\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":28,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":25,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":31,"\u5728\u8fd9\u4e2a":31,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":31,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\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":28,"\u5747\u662f\u5728":28,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":25,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\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":27,"\u5982\u679c\u5931\u8d25":31,"\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":31,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":28,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":27,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":27,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":28,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":25,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":27,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":27,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":27,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u6bd4":27,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":31,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5c06":31,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":31,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":31,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":27,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":27,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":25,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":25,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u5220\u9664":31,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":28,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":31,"\u5efa\u8bae":31,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":31,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":31,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":28,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":25,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"\u5f97\u4f7f\u7528":27,"\u5fc5\u8981":28,"\u60c5\u611f\u5206\u6790":31,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":25,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":25,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[27,28],"\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":25,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":28,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\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":[27,28],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":25,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":25,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":25,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":25,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":25,"\u6570\u636e":25,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":27,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":25,"\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":27,"\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":25,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\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":25,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":31,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":31,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":25,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\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":25,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":27,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":25,"\u662f\u6307":28,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662fc":28,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u6700\u540e\u5220\u9664":31,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6709\u6807\u51c6\u7684":27,"\u6709\u7684\u65f6\u5019":27,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":31,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u673a\u5668\u7ffb\u8bd1":31,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":27,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":31,"\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":27,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":31,"\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\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":31,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":25,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":25,"\u7248\u672c\u5206\u652f":31,"\u7248\u672c\u53f7":31,"\u7248\u672c\u53f7rc":31,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":31,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\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":27,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":25,"\u7528":25,"\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":28,"\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":28,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":25,"\u7528\u6237\u901a\u8fc7c":28,"\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":27,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":25,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":25,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7f29\u5199":25,"\u7684\u89c4\u8303":27,"\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":27,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":25,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":27,"\u76ee\u5f55\u4e0b":28,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":27,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":28,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":27,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":27,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":31,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":31,"\u7b2c\u4e8c\u4e2a\u4e3a":31,"\u7b49":28,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":28,"\u7b49\u6587\u4ef6":28,"\u7c7b\u4f3c":28,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":27,"\u7ea2\u697c\u68a6":54,"\u7ed3\u8bba":27,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":31,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1ubuntu\u7684deb\u5305":31,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":25,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":27,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":27,"\u800c\u5bf9\u4e8egolang":27,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":27,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u826f\u597d\u7684\u6587\u6863":27,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":28,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":27,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":27,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":31,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":31,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":31,"\u8bbe\u7f6e":28,"\u8bc6\u522b\u6570\u5b57":31,"\u8bcd\u5411\u91cf":31,"\u8be6\u7ec6\u8bbe\u8ba1":25,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":31,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":28,"\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":31,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":28,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":28,"\u8fd9\u4e09\u4e2a\u5206\u652f":31,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":28,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":28,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":28,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":28,"\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":27,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u6837":28,"\u8fd9\u6837\u4fdd\u8bc1":31,"\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":25,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":27,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":31,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":25,"\u901a\u5e38":28,"\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":28,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":25,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":31,"\u90a3\u4e48":28,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":25,"\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":27,"\u91cd\u547d\u540d\u6210":27,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\u9519\u8bef\u5904\u7406":27,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":27,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":27,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":28,"\u9700\u8981":20,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":25,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":31,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":27,"\u9700\u8981\u6ce8\u610f\u7684\u662f":31,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9ed8\u8ba4256k":25,"\ufb01xed":64,"abstract":[41,46],"api\u4e2d\u4f7f\u7528":27,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":28,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":28,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":28,"api\u63a5\u53e3":25,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"api\u65f6":28,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":28,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":28,"api\u66b4\u9732\u7684\u7c7b\u578b":28,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":28,"api\u7684\u5b9e\u4f8b":28,"api\u7684\u5b9e\u73b0\u7ec6\u8282":28,"api\u7684\u63a5\u53e3":28,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":28,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":28,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":31,"boolean":[9,26,27],"break":59,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":31,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":31,"byte":25,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":27,"c\u6709\u6807\u51c6\u7684abi":27,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":27,"case":[9,28,30,32,39,41,43,47,49,55,59],"char":[22,61],"class":[5,6,7,9,11,12,13,15,16,27,45,56,63],"const":[22,29,41],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":28,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":28,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":28,"core\u6982\u5ff5":28,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":31,"deb\u5305\u7f16\u8bd1\u95ee\u9898":31,"default":[3,7,8,9,10,12,13,15,16,17,34,44,46,48,49,50,59,61,63,64],"enum":22,"export":[9,33,56],"final":[10,32,33,40,41,63],"float":[3,7,8,9,11,13,32,41,43,48,54,57],"function":[3,5,9,10,11,13,16,18,21,22,23,24,29,30,32,39,41,43,44,46,55,56,59,62,63,64],"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"h\u5e76\u4e0d\u56f0\u96be":27,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[3,5,8,9,16,32,39,43,49,54,55,56,57,59,63,64],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":25,"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":[3,7,8,9,10,13,21,22,24,27,28,30,41,48,59,62],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":31,"long":[2,9,10,13,34,43,62,63],"model\u505a\u5206\u652f\u7ba1\u7406":31,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[3,9,13,17,18,21,22,23,30,40,42,49,50,55,59,62,63],"note\u7684\u4e66\u5199":31,"null":[9,41,46],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":27,"paddle\u4f7f\u7528git":31,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":27,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":27,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":31,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":31,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":31,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":31,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":27,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":28,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":27,"paddle\u7684c":28,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":28,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":27,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":28,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":27,"paddle_\u7c7b\u578b\u540d":28,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":28,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":31,"patch\u53f7\u52a0\u4e00":31,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":25,"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":25,"pfsserver\u63d0\u4f9brest":25,"public":[13,41,44,49,50,63],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":31,"return":[3,7,8,9,10,12,13,15,16,20,22,24,32,39,41,49,55,57,59,60,61,64],"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":[9,10,32,61,62,63],"static":[22,28,49],"super":41,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":27,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":27,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"swig\u76f4\u63a5\u8bfb\u53d6c":27,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":27,"switch":[28,49,63],"tag\u4e3a":31,"throw":49,"true":[3,7,8,9,10,12,13,15,16,30,32,39,41,46,48,49,57,61,62,63,64],"try":[11,17,18,21,22,30,43,55],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":31,"void":[22,27,28,41],"while":[2,3,7,13,29,30,34,39,46,55,59,63,64],AGE:[49,50],AND:61,ARE:61,AWS:[20,42,51,52],Age:60,And:[3,8,9,11,13,24,30,36,39,48,49,50,54,57,61,63,64],But:[3,9,10,13],EOS:9,For:[2,3,8,9,11,13,16,21,22,23,24,29,30,32,33,34,39,40,41,43,44,45,46,48,54,56,57,59,63,64],Going:63,Has:3,IDs:[13,59],Ids:59,Into:49,Its:[3,39,49,61],Not:[16,18,44],ONE:3,One:[8,10,15,39,41,46,55,59,63,64],PFS:25,QoS:50,THE:3,TLS:[16,25,49],That:[9,13,30,34,46,48],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,18,21,23,24,26,28,30,32,33,34,35,36,39,40,41,43,44,46,48,49,50,54,55,56,57,59,60,61,62,63,64],Their:[3,9,18],Then:[5,9,33,34,39,40,41,43,49,50,54,56,61,62,63],There:[8,9,13,15,16,18,22,24,26,29,32,34,36,43,49,55,56,57,58,59,61,64],These:[8,44,48,56,62],USE:61,USING:61,Use:[3,8,13,16,26,30,34,41,43,46,47,49,61],Used:10,Useful:3,Using:[18,50,63],VPS:49,WITH:40,Will:[13,15],With:[3,9,10,32,55,62],YES:24,Yes:34,___fc_layer_0__:49,__file__:24,__init__:41,__main__:57,__meta__:61,__name__:57,__rnn_step__:39,_binari:17,_error:55,_librari:17,_link:10,_proj:9,_res2_1_branch1_bn:57,_source_language_embed:[39,54],_target_language_embed:[39,54],_test:17,aaaaa:20,aaaaaaaaaaaaa:49,abc:9,abl:[9,16,55,63],about:[5,9,10,24,26,32,43,45,46,49,53,62,63,64],abov:[3,5,8,9,16,17,18,21,32,34,40,43,49,50,55,57,59,62],abs:[10,55],absolut:[2,44],academ:60,acceler:[19,48],accept:[3,5,7,13,16,30,59,62],acceptor:62,access:[2,9,10,16,21,24,39,64],accessmod:49,accident:60,accomplish:34,accord:[2,3,8,9,22,44,45,46,48],accordingli:[5,8,9,41],accordingto:62,accrod:10,accumul:[18,22],accuraci:[8,41,59,60,63],achiev:[43,56],ack:46,acl:63,aclimdb:63,across:[9,13],act:[9,10,32,39,59],act_typ:59,action:[49,60],activ:[0,5,10,14,32,33,39,41,46,59,63],activi:10,actual:[3,9,32],adadelta:59,adagrad:59,adam:[16,22,59,63,64],adamax:59,adamoptim:[54,59,63,64],adapt:[8,11,32,63,64],add:[3,9,10,13,17,32,33,40,41,43,48,59,61],add_depend:17,add_execut:17,add_input:41,add_test:[17,41],add_to:9,add_unittest_without_exec:41,addbia:41,added:[3,8,40,41],adding:57,addit:[9,10,34,59],address:[18,22,34,43,46],addrow:41,addtion:44,addtolay:9,adject:63,adjust:32,admin:60,adopt:62,advanc:[39,43,46],advantag:63,adventur:60,adverb:63,adversari:30,advic:43,affect:9,afford:21,afi:3,aforement:[17,44],after:[9,13,21,22,26,29,33,36,39,40,41,44,46,48,49,50,55,56,57,59,61,62,63,64],again:[16,18,43],against:49,age:[13,61],agg_level:9,aggreg:49,ago:17,aid:43,aim:[63,64],aircraft:64,airplan:56,aistat:9,alex:[9,63],alexnet_pass1:48,alexnet_pass2:48,algorithm:[9,11,21,32,39,54,56,63,64],alia:[6,7,9],align:[9,10,13,64],all:[0,3,7,8,9,11,16,18,22,24,26,28,32,34,39,40,41,43,44,45,46,48,49,50,54,55,57,59,60,61,62,63,64],alloc:[7,22,24,41,48],allow:[16,22,34,40,41,43,46,49,59],allow_only_one_model_on_one_gpu:[45,46,48],almost:[10,32,44,54],along:63,alreadi:[18,34,43,44,46,49,50,63],alreali:[45,64],also:[2,3,9,10,13,16,17,23,29,30,33,34,39,41,43,44,50,55,56,57,59,62,63],although:32,alwai:[5,9,10,15,30,32,46,49,64],amaz:56,amazon:[49,50,59,63],amazonaw:49,amazonec2fullaccess:49,amazonelasticfilesystemfullaccess:49,amazonroute53domainsfullaccess:49,amazonroute53fullaccess:49,amazons3fullaccess:49,amazonvpcfullaccess:49,ambigu:[30,62],amd64:[33,49],american:56,among:[49,63],amount:[43,63],analysi:[32,43,58,62],analyz:[59,63],andd:49,ani:[2,3,9,10,13,16,17,18,22,24,30,43,49,59,61,64],anim:60,annot:62,annual:62,anoth:[3,9,16,24,34,46,49,62,63],ans:49,answer:[32,49,62],anyth:[13,30,40,49,62],api:[9,13,15,16,17,22,23,24,25,29,31,33,41,43,49,53,55,59,61,63],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:61,api_trainer_config_helpers_lay:39,api_trainer_config_helpers_layers_context_project:61,api_trainer_config_helpers_layers_cos_sim:61,api_trainer_config_helpers_layers_data_lay:61,api_trainer_config_helpers_layers_embedding_lay:61,api_trainer_config_helpers_layers_fc_lay:61,api_trainer_config_helpers_layers_pooling_lay:61,apiserv:49,apivers:[49,50],apo:64,appar:64,appear:62,append:[3,15,30,39,41,44],append_gradient_machin:15,appleclang:33,appleyard:43,appli:[0,9,10,39,41,56,59],applic:[34,43,49,50,63],appreci:[40,63],approach:[9,29],apt:[33,36,56],arbitrari:9,architectur:[54,62,63,64],architecur:63,archiv:[13,27,28],arg:[3,8,10,13,32,45,55,56,57,59,62,63],arg_nam:9,argu:62,argument:[3,5,9,13,21,29,39,41,46,47,54,55,56,57,61,62,63,64],argv:57,arn:49,around:[3,9,49],arrai:[5,7,9,13,15,22,30,32,57],art:[32,62],articl:[40,44,50],artifact:49,artifici:55,artist:60,arxiv:[9,10,55,63],as_row_vector:9,ask:18,aspect:63,assign:[8,9,21,46,49],associ:[29,62,63,64],assum:[8,9,39,48,54],assur:2,astyp:[30,55],asyc:18,async:[18,45],async_count:46,async_lagged_grad_discard_ratio:46,async_lagged_ratio_default:[45,46],async_lagged_ratio_min:[45,46],asynchron:[18,46],atla:33,atlas_root:33,attenion:10,attent:[9,10,34,64],attitud:63,attr1:9,attr2:9,attr:[7,9,10,39],attribut:[3,9,10,14,41,54,62],auc:45,aucvalidationlay:46,authent:49,author:[25,49,57],authorized_kei:44,auto:[27,41,43,58,61],autom:[49,64],automak:33,automat:[9,16,22,33,39,40,41,44,45,46,49,61,62,64],automaticli:9,automobil:56,avail:[18,22,33,49],availabel:33,averag:[8,9,12,21,46,57,59,61,62,63,64],average_test_period:[45,46,62],average_window:63,averagepool:9,avg:[43,59],avgcost:[59,61,63,64],avgpool:[9,59],avoid:[18,29,43],avx:[33,34,36,40],await:50,awar:[16,18,34,49],aws:25,aws_account_id:49,awsaccountid:49,awskeymanagementservicepowerus:49,b2t:54,b363:50,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:50,ba5f:49,back:[3,18,34],backward:[6,9,10,22,29,39,41,46,48],backward_first:39,backwardactiv:41,bag:[59,63],baidu:[0,32,36,50,54],baik:54,balanc:[46,49,55],balasubramanyan:63,bank:62,bardward:10,bare:50,barrier:46,barrierstatset:43,base:[9,12,13,16,21,32,36,39,41,43,44,46,49,54,55,59,61,63,64],baseactiv:10,baseev:15,basematrix:41,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[34,40,49,50],bashrc:33,basic:[3,9,15,34,40,41,59,60,63],batch:[3,9,10,11,13,15,16,18,20,41,44,46,49,50,55,56,57,59,61,62,63,64],batch_0:57,batch_id:15,batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,30],batch_siz:[3,13,32,44,54,55,56,59,61,63,64],batchsiz:[9,41],bazel:17,bbbbb:20,bcd:9,bcebo:13,beam:[9,39,46,62,64],beam_gen:[9,39],beam_search:[15,39],beam_siz:[9,39,45,46,48],beamsiz:64,becaus:[5,8,9,13,16,17,18,22,29,30,39,41,48,49,56,59,62],becom:43,been:[3,21,33,56,59,62,63,64],befor:[5,9,10,18,26,29,30,34,40,44,49,56,63,64],begin:[5,8,9,22,26,41],beginiter:[15,16],beginn:39,beginpass:[15,16],begintrain:16,behavior:43,being:[18,30,55],belong:[9,64],below:[3,9,13,18,22,29,30,39,41,43,44,49,55,56,59,61],benefit:[10,24],bengio:9,bertolami:63,besid:[2,9,13,64],best:[9,33,34,46,59,61,63,64],best_model_path:62,besteffort:50,beta1:11,beta2:11,beta:57,better:[9,10,17,32,44,49,55,61],between:[8,9,11,17,18,22,28,29,32,49,55,59,60,63,64],bgr:57,bi_gru:10,bi_lstm:10,bia:[9,10,11,39,41,57],bias:[9,41],bias_attr:[9,10,32,39],bias_param_attr:10,biases_:41,biasparameter_:41,biassiz:41,bidi:50,bidirect:[9,10,39,62,64],bidirectional_lstm_net:63,big:43,bigger:18,biggest:63,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:43,bin:[33,34,44,49,50,61],binari:[3,8,9,13,17,24,43,49,54,59,63],bird:56,bison:33,bit:59,bitext:64,bla:33,blank:[9,49],block:[9,19,22,32,41,43,46,57,63],block_i:9,block_x:9,blog:63,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:63,book:[13,39],bool:[3,7,8,9,10,12,13,41,46,48,59,63],boot:[9,39],boot_bia:9,boot_bias_active_typ:9,boot_lay:39,boot_with_const_id:9,bootstrap:33,bos_id:[9,39],both:[0,6,7,9,10,16,17,18,34,39,41,43,49,55,57,59],bottleneck:[43,57],bottom:63,boundri:8,bow:[59,63],box:43,branch:[9,16,31],breadth:[46,64],brendan:63,brew:33,brief:22,briefli:43,broadcast:18,broken:40,brought:40,brows:34,browser:[34,49],bryan:63,bucket_nam:49,buf_siz:13,buffer:[3,13,30,46],buffer_s:13,buffered_read:30,bug:[40,49],bui:63,build:[0,9,13,17,24,32,34,37,46,49,51,52,54,56,57,59,61,63,64],build_dict:13,built:[0,17,33,34,55,62],bunch:[43,59],bunk:63,button:[40,49],c11:27,c703c041:40,c99:28,c99e:49,cach:[59,62],cache_pass_in_mem:[3,59,62],cachetyp:[3,59,62],calc_batch_s:[3,62],calcul:[3,8,9,10,11,18,22,39,41,43,46,48,55,61],call:[3,8,9,10,16,21,22,23,24,32,34,39,40,41,43,46,49,56,57,59,63,64],callabl:[3,7,9,13],callback:41,caller:49,caltech:56,can:[2,3,5,7,8,9,10,13,16,18,21,24,29,30,32,33,34,36,39,40,41,43,44,45,46,48,49,50,54,55,56,57,59,61,62,63,64],can_over_batch_s:[3,62],cancel:40,candid:9,cannot:41,caoi:64,capabl:[33,63],capac:49,capi:27,capi_prvi:28,caption:[32,64],captur:[32,44],card:44,care:[10,24,30,45,46,60],carefulli:[44,46,57],cat:[34,56,57,63],categor:62,categori:[9,13,18,59,63],categorig:13,categoryfil:50,caus:[18,26],caution:[49,50],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:64,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10,63],center:3,ceph:[20,50],cephf:[20,24,25],certain:[2,45,62],certif:[16,25,49],cffi:27,cfg:50,cgo:27,chain:[13,41],challeng:[9,18],chanc:[16,41,59],chang:[9,13,17,21,24,29,30,32,34,39,40,41,43,46,49,59,63],channel:[9,43,44,57],channl:[44,57],charact:[59,61],character:32,characterist:[48,56],check:[3,13,32,33,34,40,46,48,49,60],check_align:13,check_eq:41,check_fail_continu:3,check_l:41,check_sparse_distribution_batch:[45,46],check_sparse_distribution_in_pserv:[45,46],check_sparse_distribution_ratio:[45,46],check_sparse_distribution_unbalance_degre:[45,46],checkgrad:46,checkgrad_ep:46,checkout:40,checksum:25,children:60,china:34,chines:58,chmod:[33,49],choic:[34,60],choos:[46,59,61],chosen:[2,60,64],chunk:[21,25,55,62],chunk_schem:8,chunktyp:8,cifar:[55,56],cifar_vgg_model:56,claim:49,claimnam:49,clang:[27,33,34,40],clarifi:8,class1:63,class2:63,class_dim:63,classfic:[57,63],classfiic:56,classic:[9,32],classif:[3,5,9,48,57,58,59,63,64],classifc:63,classifi:[55,56,57,59,63],classification_cost:[56,59],classification_error_evalu:[8,55,59,63,64],classification_evalu:8,claster:49,clean:[5,17,29,40,61],clear:[8,17,29],clearer:29,cleric:60,cli:49,click:[40,43,49],client:23,clip:[7,46,59,63],clock:9,clone:[9,33,34],close:[3,30,40],closer:32,cloud:[18,24,25,26],cls:59,cludform:49,cluster:[16,18,22,45,46,50,59,64],cluster_train:44,cm469:49,cmake3:33,cmake:[28,33,41,43],cmakelist:[17,41],cmatrix:[27,28],cmd:50,cna:9,cname:49,cnn:[9,50,57,59],code:[0,3,5,9,13,16,17,29,30,32,33,34,35,39,41,42,43,44,49,50,55,59,60],coeff:9,coeffici:9,collabor:18,collect:[9,13,15,32,60],collectbia:41,colleg:60,color:[56,57],colour:13,column:[8,9,30,41,54,64],column_evalu:8,colunm:64,com:[9,10,13,33,34,36,40,49,50,57],combin:[8,9,10,13,15,55,61,63],come:63,comedi:60,comma:[22,46,54],command:[2,5,17,24,26,32,33,34,36,40,41,42,43,44,49,50,51,52,54,55,56,57,61,62,63],commandlin:[43,63],commenc:59,comment:[9,17,40,59,63],commnun:44,common:[20,39,41,45],common_util:44,commonli:[26,39,43,48],commun:[0,18,22,23,41,44,49],compani:63,compar:[41,55,59],compat:3,compet:63,competit:55,compil:[9,17,33,34,40,41],complet:[0,5,9,10,13,15,18,21,22,25,41,49,50,59],complex:[2,3,10,30,39,43,59],complic:9,compon:41,compos:[13,16,55,62],composenotalign:13,compress:21,comput:[9,10,16,18,32,33,34,39,41,43,48,49,59,61,62,63],computation:[9,39],conat:9,concat:[39,64],concaten:10,concept:[3,8,16,29,34,39],concern:16,concurr:18,concurrentremoteparameterupdat:46,condit:[9,21,39,44,50,64],conduct:43,conf:[5,9,44,54,55,57,64],conf_paddle_gradient_num:49,conf_paddle_n:49,conf_paddle_port:49,conf_paddle_ports_num:49,conf_paddle_ports_num_spars:49,confid:63,config:[3,7,9,10,20,26,32,41,44,45,46,49,50,54,55,56,57,59,63,64],config_:46,config_arg:[45,46,48,57,59,62,63],config_bas:[8,9,15],config_fil:62,config_gener:[44,61],config_lay:41,config_len:22,config_pars:[5,41],config_proto:22,configur:[1,2,3,5,9,22,24,32,38,41,43,46,54,56,57,63,64],confirm:26,conflict:40,confront:64,congest:46,conll05st:62,conll:[13,62],connect:[2,10,24,32,41,49,50,55,56,57,59,61,63],connectionist:[9,63],connor:63,consequ:[9,10],consid:[8,9,11,33,34,43,48,56],consider:[3,10],consist:[8,9,13,21,30,56,57,59,62,64],consol:[43,49],constant:41,construct:[3,5,8,16,39],constructor:41,consum:[18,63],contact:18,contain:[3,8,9,10,12,13,15,16,21,29,35,36,39,40,44,49,56,57,59,60,63,64],containerport:49,contemporan:63,content:[22,26,50,62,63],content_len:22,context:[9,10,13,39,54,59,61,62,63,64],context_attr:10,context_len:[9,10,59],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,59],contibut:40,contin:49,continu:[3,8,18,36,46],contrast:[9,64],contribut:[0,35,42,63],contributor:0,control:[7,34,40,46,49,50,64],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,44],convent:22,converg:[44,55,63],convert:[3,5,13,20,30,54,56,57,59,61],convlay:9,convolut:[9,10,13,55,57,61],convoper:9,convtran:9,convtranslay:9,cool:[3,40],coordin:[18,22],copi:[15,16,21,26,34,40,49,55,61],copy_shared_paramet:55,copytonumpymat:55,core:[3,7,28,29,46,64],coreo:49,corespond:62,corpora:64,corpu:[13,62],correct:[3,9,41,49],correctli:[8,13,41,55],correl:[32,56,63],correspoind:16,correspond:[3,5,16,32,40,41,56,60,62,63,64],corss_entropi:16,cos:9,cosin:[9,61],cost:[5,11,15,16,32,46,55,59,61,63,64],cost_id:9,could:[3,5,9,13,15,16,21,29,30,34,43,44,49,59,61],count:[18,24,30,43,46,48,50,54,61,62,63,64],counter:[18,21],coupl:32,cours:[8,24],coverag:33,coveral:33,coveralls_uploadpackag:33,cpickl:57,cpp:[27,28,29,40,41,43,59,61,64],cpu:[2,3,7,9,24,29,31,33,36,43,46,50,55,62,63,64],cpuinfo:34,cpusparsematrix:28,craftsman:60,crash:[18,43,44,46],crazi:44,creat:[5,7,9,13,15,16,18,22,25,26,29,32,33,34,41,44,46,54,55,56,64],create_bias_paramet:41,create_input_paramet:41,createargu:55,createfromconfigproto:[5,55],createstack:49,creation:49,creationd:49,creator:[13,20],credenti:26,credit:55,crf:62,crime:60,critic:63,crlf:40,crop:57,crop_siz:57,cross:[9,59,62],cross_entropi:[9,16,55],cross_entropy_with_selfnorm:9,crt:25,csc:41,cslm:64,csr:41,csv:60,ctc:8,ctc_evalu:8,ctest:[34,40],ctrl:[44,61],ctx:62,ctx_0:62,ctx_0_slot:62,ctx_n1:62,ctx_n1_slot:62,ctx_n2:62,ctx_n2_slot:62,ctx_p1:62,ctx_p1_slot:62,ctx_p2:62,ctx_p2_slot:62,cub:56,cuda:[17,33,34,36,43,44,46],cuda_dir:[45,46],cudaconfigurecal:43,cudadevicegetattribut:43,cudaeventcr:43,cudaeventcreatewithflag:43,cudafre:43,cudagetdevic:43,cudagetdevicecount:43,cudagetdeviceproperti:43,cudagetlasterror:43,cudahostalloc:43,cudalaunch:43,cudamalloc:43,cudamemcpi:43,cudaprofilerstart:43,cudaprofilerstop:43,cudaruntimegetvers:43,cudasetdevic:43,cudasetupargu:43,cudastreamcr:43,cudastreamcreatewithflag:43,cudastreamsynchron:43,cudeviceget:43,cudevicegetattribut:43,cudevicegetcount:43,cudevicegetnam:43,cudevicetotalmem:43,cudnn:[9,12,17,33,36,46],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[45,46],cudnn_convt:9,cudnn_dir:[45,46],cudrivergetvers:43,cuinit:43,cumul:9,curl:[33,49],current:[3,9,18,22,29,32,34,39,40,41,44,46,49,59,63,64],current_word:39,currentcost:[59,61,63,64],currentev:[59,61,63,64],curv:[16,56,62],custom:[2,3,16,24,41,49,60,63],custom_batch_read:30,cutoff:13,cycl:18,cyclic:9,cython:27,d3e0:49,dai:64,daili:63,dalla:3,dan:62,danger:3,darwin:49,dat:[13,20,44,61],data:[1,2,3,5,8,10,11,15,16,20,21,25,29,33,34,39,41,43,44,45,46,48,51,57,60],data_batch_gen:55,data_dir:[54,56,63,64],data_feed:13,data_fil:32,data_initialz:59,data_lay:[3,32,55,56,59,62],data_nam:13,data_read:[13,30],data_reader_creator_random_imag:30,data_sourc:55,data_typ:[13,39],databas:[13,63],datacent:[20,26],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,32,44,61,62],dataprovider_bow:59,dataprovider_emb:59,dataproviderconvert:5,datasci:9,dataset:[1,3,20,24,30,32,39,46,54,56,57,59,62,63],date:62,db_lstm:62,dcgan:55,dcmake_install_prefix:33,dead:18,deal:55,deb:[35,36],debian:[34,35],debug:[3,26],decai:[11,56],decar:13,decent:21,decid:[16,30],declar:[9,61],decod:[9,10,39,62,64],decoder_boot:39,decoder_group_nam:39,decoder_input:39,decoder_mem:39,decoder_prev:10,decoder_s:39,decoder_st:[10,39],deconv:9,deconvolut:9,decor:[3,13,41],decreas:32,decrypt:49,deep:[0,9,32,34,37,43,55,56,57,59,62],deeper:[32,34,57],deer:56,def:[3,9,13,16,20,24,30,32,39,41,55,57,59,62],defalut:[9,46,48],default_devic:48,default_valu:48,defect:29,defferenct:3,defin:[2,3,9,10,13,16,17,18,30,32,39,41,44,46,54,55,56,62],define_py_data_sources2:[3,32,56,57,59],defini:64,definit:[3,13,18,21,32,34,54,59,63],degre:9,delai:46,delar:59,delet:[18,24,25],deletestack:49,delimit:[8,60,61],delv:9,demand:18,demo:[9,13,44,50,51,54,55,56,57,58,59,60,61,62,63,64],demograph:60,demolish:50,demonstr:[32,39,55,61],denot:[48,59,60,62],dens:[3,9,13,22,23,41,49,59,61],dense_arrai:13,dense_vector:[3,5,13,32],dense_vector_sequ:13,dep:17,depend:[17,18,24,32,34,36,44,48,56,60],deploi:[9,44,48],deploy:[44,49],deprec:9,deriv:[6,16],descent:[9,18],describ:[16,17,21,29,32,40,41,49,50,55,59,62],describestack:49,describestackev:49,describestackresourc:49,descript:[5,8,17,33,40,47,49,56,61],deseri:[15,29],design:[3,9,13,27,63],desir:[18,49,50,54],destin:[22,26],destructor:41,detail:[3,5,7,8,9,10,11,21,24,26,33,39,40,41,43,44,47,48,49,50,54,55,57,59,61,63,64],detect:[8,40],determin:[3,9,13,41,55],dev:[33,34,40,56,64],devel:33,develop:[0,17,29,31,33,45,46,64],deverlop:46,deviat:7,devic:[7,29,46,64],deviceid:48,devid:[9,46],dez:63,diagnos:44,diagram:57,dict:[3,8,13,15,59,61,63,64],dict_dim:63,dict_fil:[8,59,62],dict_siz:13,dictionai:59,dictionari:[3,8,9,13,15,16,48,57,59,61,62,63,64],dictsiz:64,did:[3,29],diff:40,differ:[3,8,9,17,18,22,32,34,39,40,41,44,46,49,50,54,56,57,59,63,64],difficult:32,dig:[34,43,49],digit:[3,9],dim:[9,13,41,54,57,59,63],dimens:[6,9,12,13,41,48,54,59,61,63],dimension:[3,32,39,41,55,59],dimenst:54,dimes:9,dir:[44,57,59,61,62,63,64],dirctori:34,direct:[9,10,34,57,62],directli:[2,3,10,23,24,29,32,34,44,50,63],directori:[2,9,17,20,25,26,33,34,40,43,44,46,50,56,57,59,61,62,63,64],diretcoti:57,dis_conf:55,dis_train:55,dis_training_machin:55,disabl:3,discard:[13,18,21,40,46],discount:9,discov:[18,62],discoveri:49,discrep:43,discrimin:55,discriminator_train:55,discuss:[16,21,22,23],disk:50,dispatch:[29,44,46],displai:[24,26],disput:64,dist_train:[16,24],distanc:8,distibut:54,distinguish:[17,44,55,64],distribut:[9,21,22,23,33,42,50,51,52,55,59,62],distribute_test:[45,46],distributedli:41,disucss:16,divid:[11,45,56,64],diy_beam_search_prob_so:[45,46],dmkl_root:33,dns:49,do_forward_backward:30,doc:[5,10,13,33,34,40,44],docker:[31,35,40,49,51,52],docker_build:16,docker_push:16,dockerfil:[34,40],dockerhub:34,doctor:60,document:[3,5,10,25,33,40,48,56,59,61,62,63],documentari:[3,60],doe:[3,5,10,18,21,22,24,29,30,32,36,41,43,59,61,62],doesn:[7,9,13,16,30,40,43,50,64],dog:[56,57],doing:43,domain:49,don:[10,16,17,30,32,49,63],done:[8,9,10,17,18,21,22,40,43,49,55,63],dopenblas_root:33,dot:[46,57,64],dot_period:[46,48,55,56,61,63,64],dotmuloper:9,dotmulproject:9,doubl:[3,33,46],down:[43,59],download:[13,18,25,34,36,55,56,59,62,63],download_cifar:56,downsampl:56,doxygen:[33,40],dpkg:36,drama:60,drop:3,drop_rat:7,dropout:[7,41,59],dropout_r:9,drwxr:50,dst:22,dtoh:43,dtype:[5,32,57],dubai:64,due:[21,60],dummi:21,duplic:60,durat:[21,43],dure:[2,3,9,18,21,24,32,41,45,46,49,59,61,62,64],durn:3,dwith_c_api:28,dwith_doc:33,dwith_profil:43,dwith_python:28,dwith_swig_pi:28,dwith_tim:43,dyld_library_path:9,dynam:[2,3,22,28,30,33,43,46],dynamic_cast:41,each:[2,3,5,8,9,12,13,15,17,18,21,22,24,29,30,32,34,39,40,41,44,46,48,49,54,56,57,59,60,61,62,63,64],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,30,57],easi:[0,30,34,41,44,59],easier:[16,30,41],easili:[16,30,32],echo:[34,61,63],edit:[8,34,49],editor:34,edu:[13,49,50,56],educ:60,eeoi3ezpr86c:49,effect:[3,46,49],effici:[0,2,3,9,39,41],efg:9,efs:49,efs_dns_nam:49,efsvol:49,eight:62,either:[9,13,15,16,43,59,61],elb:49,elbapis:49,elec:59,electron:[50,59],elem_dim:9,element:[3,5,8,9,10,13,15,21,30,59,63,64],element_typ:22,elif:16,elimin:62,els:[9,16,24,34,41,57,59],emac:34,emailweixu:17,emb:[50,59],embed:[16,39,58,61,63],embedd:62,embedding_lay:59,embedding_nam:[9,39],embedding_s:[9,39],emphas:43,empir:9,emplace_back:41,emploi:[39,60],empti:[8,13,18,32],emul:64,enabl:[3,7,9,17,21,43,44,46,49],enable_grad_shar:[45,46],enable_parallel_vector:46,enc_proj:[10,39],enc_seq:10,enc_vec:39,encapsul:22,encod:[10,21,39,64],encoded_proj:[10,39],encoded_sequ:[10,39],encoded_vector:39,encoder_last:9,encoder_s:39,encrypt:49,encrypt_decrypt:49,end:[3,8,9,29,30,32,39,40,46,54,62,63,64],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[20,49],endtrain:16,engin:[0,24,43,60],english:[3,9,64],enjoi:34,enough:32,ensembl:10,ensur:[3,18,41],enter:[34,60],entir:[9,10,22,63],entiti:8,entri:[13,21,24,41,49,60],entropi:[9,59,62],entry_point:24,enumer:[6,59],enumerate_data_types_of_data_lay:13,env:49,environ:[9,16,33,34,36,40,43,44,45,46,49,50,55,56,61],eol:40,eos_id:[9,39],epel:33,epoch:60,epsilon:11,equal:[9,10,18,46],equat:[8,9,10,11,34],equilibrium:55,equip:[33,39],equival:[9,16],error:[7,8,9,11,16,21,26,32,36,41,44,46,49,56,57,59,60,61,63,64],error_clipping_threshold:7,especi:[3,10,62],essenc:16,essenti:[9,16,33,62,64],estat:32,estim:[9,16],eta:50,etc:[8,13,30,34,44,45,48,49,63,64],etcd:[18,21,22],etcd_addr:22,eth0:[44,49],ethternet:44,eval:[8,59,61,63,64],eval_bleu:64,evalu:[2,9,14,15,43,44,59,63,64],evaluate_pass:63,evalut:[32,64],even:[16,30,43,46,63],evenli:[22,49],event:50,event_handl:[15,16],everi:[2,3,8,9,10,13,16,18,21,22,39,40,41,46,59,62,63,64],everyth:[32,40],evid:29,exactli:[3,9,10,34,49,62],exampl:[2,3,8,9,10,11,13,15,24,26,29,30,32,33,34,39,40,41,43,44,45,46,48,49,50,56,57,58,59,63,64],exceed:9,except:[3,13,48,54,63],exchang:29,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[34,46],execut:[17,18,21,24,41,43,49,60,62,63],exist:[16,18,26,30,41,46,49,60,63],exit:[22,26,46,50],expand:[41,62,63,64],expand_a:9,expand_level:9,expandconvlay:9,expans:9,expect:[9,43,63],expens:64,experi:48,expert:17,expir:18,explain:[3,8,18,44,55,63],explan:[9,24,33,59,64],explanatori:[32,34],explicit:41,explicitli:[3,16],exploit:56,explor:9,exponenti:6,expos:[23,34,49],express:[16,49,63],extend:[0,8],extens:[60,61,64],extent:28,extern:[3,17,27,28],external_librari:17,extra:[7,9,10,32],extra_lay:15,extraattr:[7,48],extraattribut:9,extraattributenon:9,extract:[8,9,29,49,56,62,63],extract_fea_c:57,extract_fea_pi:57,extract_para:54,extralayerattribut:[7,10],extralayeroutput:10,extrem:[9,43],extremli:2,f120da72:50,f7e3:49,fa0wx:50,fabric:44,face:17,facotr:9,fact:57,factor:[7,9,11],factori:27,fail:[3,18,21,46,48,50,56],failur:[18,22],fake:55,fake_imag:30,falloc:25,fals:[3,7,8,9,10,11,13,30,32,39,41,46,48,50,54,59,61,62,63,64],false_label:30,false_read:30,famili:64,familiar:[3,32],fanscin:3,fantasi:60,fantast:59,far:0,farmer:60,fascinatingli:2,fast:[9,21,43],faster:[9,10,18,39,43,63],fault:21,favourit:34,fbd1f2bb71f4:50,fc1:[41,48],fc2:48,fc3:48,fc4:48,fc8a365:49,fc8a:49,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[32,41,48,59,61],fc_layer_nam:10,fc_mat:15,fc_param_attr:10,fclayer:41,fdata:62,fea:57,fea_output:57,feat:63,featur:[3,6,9,13,40,46,56,59,63,64],feature_map:61,feed:[10,13,15,16,32,63],feedback:0,feeder:13,feedforward:56,femal:60,fernan:63,festiv:3,fetch:[13,18,39,40,41],few:[3,17,18,30,34],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,43,49],figur:[16,17,39,41,43,54,55,56,57,62,63,64],file1:64,file2:64,file:[2,3,5,8,9,13,15,16,17,18,20,21,22,24,25,26,28,30,32,33,34,39,40,41,44,46,54,56,57,62,63,64],file_list:3,file_nam:[3,32,57,59,62],filenam:[3,20,61],fileoffset:25,filer:9,filesystem:[24,25,34,49],fill:[9,18,21,49,59],film:60,filter:[9,57],filter_s:[9,10],filter_size_i:9,finali:44,find:[9,11,18,34,43,56,63,64],fine:[7,21,61],fingerprint:49,finish:[3,18,21,24,34,44,49,50,56],finit:41,first:[3,9,13,16,18,21,24,26,32,34,36,39,40,41,43,46,48,49,54,55,56,57,59,61,62,63,64],first_seq:39,firstli:[8,9],firstn:13,firstseen:50,fit:[2,13,40],five:[43,59],fix:[3,7,27,40,64],flag:[13,46,55,56,62],flexiabl:30,flexibl:[0,2,9,10,16,22,39],flight:64,float32:[5,13,30,32,55,57],floor:9,flow:[31,40],fly:[32,59],fnt03:49,focu:[3,43],folder:[20,24,26,33,49,56,63,64],follow:[2,3,8,9,10,11,13,16,17,18,21,24,30,33,34,36,39,40,41,43,44,48,49,50,51,52,54,55,56,57,59,60,61,62,63,64],fool:55,forbid:16,force_load:27,forecast:63,forget:[11,16,63],fork:9,form:[2,3,9,10,11,43,62],format:[2,3,8,21,32,40,41,46,49,54,56,60,61,63],former:[16,17,64],formula:[9,10],formular:9,forward:[6,9,10,22,29,39,41,48,55,62,63],forwardactiv:41,forwardtest:5,found:[3,5,9,33,39,55,56,59,63],four:[3,8,36,54,57,59,61,62,63],frame:8,framework:[16,41,57,59,63],free:[13,64],french:64,frequenc:[13,43,54,59,63],frequent:[21,30,44,64],frog:56,from:[0,3,5,8,9,10,13,15,17,18,20,21,22,26,29,30,32,34,39,40,41,43,44,46,48,49,50,54,55,56,57,59,60,61,62,63,64],from_no_sequ:9,from_sequ:9,fromfil:[30,32,57],fulfil:43,full:[9,18,34,39,41],full_matrix_project:[10,39],fulli:[32,40,41,43,55,56,57,59,61,63],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:54,fullyconnectedlay:41,func:[13,21],fundament:32,further:9,futur:9,gain:9,game:55,gamma:57,gan:16,gan_train:55,gangliao:17,gap:46,gate:[9,10,63],gate_act:[9,10],gate_recurr:9,gather:[9,29,41],gauss:7,gaussian:55,gcc:[27,33,34],gdebi:36,gen:[9,64],gen_conf:[55,64],gen_data:64,gen_result:64,gen_train:55,gen_training_machin:55,gender:[13,60,61],gener:[2,3,5,8,9,10,13,15,16,17,18,20,21,22,30,32,33,34,40,43,44,46,48,49,54,57,58,59,61,63],generated_word_embed:9,generatedinput:[9,39],generator_conf:55,generator_machin:55,generator_train:55,genert:3,genr:[60,61],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,32,33,36,39,41,43,44,49,53,56,57,59,61,62,63],get_batch_s:62,get_best_pass:63,get_config_arg:[48,59,63],get_data:[50,59,62],get_dict:13,get_embed:13,get_imdb:63,get_input_lay:41,get_mnist_data:55,get_model:57,get_movie_title_dict:13,get_nois:55,get_output_layer_attr:10,get_shap:15,get_training_loss:55,get_word_dict:13,getbatchs:41,getenv:[16,24],getinput:41,getinputgrad:41,getinputvalu:41,getoutputgrad:41,getoutputvalu:41,getparameterptr:41,getsiz:41,getslotvalu:55,gettask:21,gettempl:49,gettranspos:41,getw:41,getweight:41,getwgrad:41,gfortran:33,gildea:62,gist:10,git:[31,33,34,40],github:[10,33,34,36,57],give:[3,18,32,34,41,43,49,59],given:[3,13,15,22,30,41,46,55,59,62,63,64],global:[3,7,16,17,18,29,43,46,49,63],global_learning_r:7,globalstat:43,globalstatinfo:43,globe:3,go1:33,go_librari:17,go_test:17,goal:[43,62],gob:21,godoc:27,goe:[9,10,18,32],going:[59,63],golang:33,good:[9,30,43,63,64],goodfellow13:9,googl:16,googleapi:[33,49],gopath:33,goroot:33,gpg2:49,gpg:49,gpu:[2,3,7,9,12,24,29,31,33,36,40,42,44,55,56,57,61,62,63,64],gpu_id:[46,48,55],gpugpu_id:45,grab:[18,63],grad:[22,46,60],grad_share_block_num:[45,46],gradient:[7,8,9,11,15,18,21,29,46,59,63],gradient_clipping_threshold:[7,59,63],gradient_evalu:8,gradient_machin:[15,28],gradientmachin:[5,15,28,29,55,61,64],gradual:[32,43],grai:56,gram:[54,63],grant:49,graph:[9,15,17,18,54],graphviz:57,grave:63,grayscal:3,greater:9,grep:[34,63],groudtruth:39,ground:[8,9,59,64],group:[10,21,63],group_input1:39,group_input2:39,group_input:39,grouplen:[13,60],gru:[9,39,59,64],gru_bias_attr:10,gru_decod:39,gru_decoder_with_attent:39,gru_encoder_decod:[54,64],gru_layer_attr:10,gru_memori:10,gru_siz:59,gru_step:39,gru_step_lay:10,grumemori:[10,39],gserver:[9,41],gsizex:43,guarante:41,guess:[32,63],gui:43,guid:[25,35,39,40,41,43,49,50,54,56,63,64],guidenc:32,gur_group:10,gzip:[21,50],hack:[35,44],hadoop:16,half:49,hand:[60,61,63],handi:17,handl:[13,16,24,29,30,44,61,63],handler:15,handwrit:[3,63],happen:21,hard:[49,59],hardwar:[34,43],has:[3,5,8,9,10,11,13,16,18,21,22,34,39,41,43,49,50,54,56,59,60,61,62,63,64],has_kei:15,have:[2,3,5,9,10,13,16,17,18,21,22,24,29,30,32,33,34,39,40,41,43,44,46,48,49,54,56,59,60,61,63,64],hdf:[2,20],head:[40,54,63],header:[22,28,32,41,54,57],health:60,heavi:44,height:[9,13,27,30,41,56],held:18,hello:16,help:[3,5,26,40,44],helper:[9,10,41],here:[3,5,7,8,9,10,13,16,17,18,23,26,30,32,33,39,44,45,48,49,50,54,56,57,58,59,60,61,62,63,64],heurist:[9,46,64],hidden:[9,10,39,49,59,63],hidden_s:10,hierarch:[9,39],high:[7,41,55],higher:2,highest:[13,64],highli:[2,3,13,39,48,61,63],him:16,hint:32,histor:63,hl_get_sync_flag:41,hold:[16,18,21,23,49],home:[20,26,33,44,49,50],homemak:60,honor:21,hook:[3,62],hope:0,horizont:[9,57],horror:60,hors:56,horst:63,host:[24,33,34,44,49,50],hostnam:[44,49],hostpath:50,hostport:49,hot:61,hour:64,hous:[3,13,32,54],how:[2,3,7,9,16,18,21,26,29,32,39,44,46,49,50,53,56,57,59,61],howev:[3,9,10,29,30,32,39,45,46,49,63,64],hpp:27,html:[13,34,56],htod:43,http:[9,10,13,24,33,34,36,40,49,50,55,56,57,64],huber:9,huge:[9,40],huina:63,human:[9,64],hyper:[9,41],hyperplan:13,i0601:61,i0706:64,i0719:64,i1117:43,iamfullaccess:49,iamusersshkei:49,ib0:44,ics:13,icwsm:63,id_input:8,idea:[9,17,30],ident:[32,34,49,60],identifi:41,identityoffsetproject:9,identityproject:9,ids:[8,9,41,59,61],idx:[21,41],ieee:63,ies:26,ignor:[3,9,46,54],ijcnlp:63,illustr:[3,8,18,22,39,41,43,59],ilsvrc:57,imag:[3,12,13,16,30,32,35,40,48,49,51,52,55,57,58,64],image_a:30,image_b:30,image_classif:56,image_fil:30,image_lay:30,image_list_provid:57,image_nam:16,image_path:30,image_provid:56,image_reader_cr:30,image_s:57,imagenet:[9,20,58],imagepullpolici:49,imageri:9,images_reader_cr:30,imdb:60,imdber:63,img:[3,9,56],img_conv_lay:10,img_featur:3,img_pool_lay:10,img_siz:56,imgsiz:43,imgsizei:43,imgsizex:43,immedi:49,immutable_paramet:16,implement:[3,9,10,11,13,21,22,23,24,27,28,29,39,59,62],impli:17,improv:[0,9,43,49,63,64],inbound:49,includ:[2,3,8,9,10,13,16,17,22,24,27,28,33,34,39,40,41,43,46,49,50,54,59,60,62,64],inconsist:60,incorpor:9,incorrect:9,increas:[18,21,46,64],increment:46,incupd:41,inde:[13,30,34],independ:[9,22,59],index:[3,8,9,12,13,15,18,21,44,49,61],indexslot:[9,62],indic:[3,8,9,22,32,44,49,62],individu:[18,32,49],industri:18,ineffici:29,infer:[1,16,18,27,33],infiniband:44,info:[8,9,13,41,44],inform:[5,9,13,24,26,41,43,46,49,60,61,62,63,64],infrastructur:[49,55],ingor:46,ininst:16,init:[7,9,41,48,49,55,59,62],init_hook:[59,62],init_model_path:[45,46,48,54,59,62],initi:[3,5,7,9,13,17,21,39,41,46,54,55,59,62],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,55],inlcud:10,inlin:49,inner:41,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,29,30,32,39,41,48,54,55,56,57,59,61,62,63,64],input_data:41,input_data_target:41,input_featur:6,input_fil:[32,62],input_hassub_sequence_data:41,input_id:9,input_imag:[10,56],input_index:41,input_label:41,input_lay:41,input_nam:16,input_sequence_data:41,input_sequence_label:41,input_sparse_float_value_data:41,input_sparse_non_value_data:41,input_t:41,input_typ:[32,59],inputdef:41,inputlayers_:41,inputtyp:[3,13],insert:40,insid:[8,9,18,29,30,34,49],inspect:40,inspir:54,instal:[9,24,34,37,40,44,50,56,57,61,62,63],instanc:[9,18,20,23,39,41,43,46,62],instance_ip:49,instanti:18,instead:[9,10,12,17,24,30,34,44,59,64],instruct:[34,36,43,59],int32:46,int64:25,integ:[3,8,9,13,21,24,27,41,59,63],integer_valu:[3,13,59],integer_value_sequ:[3,13,39,59,62],integr:[33,62],intend:0,inter:[9,44],interact:[34,49],intercept:9,interest:[43,63],interfac:[1,5,7,9,10,21,24,26,29,44,49,56,61,63],interg:59,intergr:9,intermedi:[26,62],intern:[9,10,13,15,49],internet:[18,63],interpret:[3,8,33,43],interv:63,intrins:33,introduc:[3,9,18,50,61,63],introduct:[4,55],invalid:30,invari:56,invoc:17,invok:[3,9,15,29,43,49],involv:55,iob:8,ioe:8,ips:49,ipt:[9,39],ipython:16,is_discriminator_train:55,is_gener:[9,54,55,64],is_generator_train:55,is_kei:61,is_loc:15,is_predict:[59,63],is_seq:[9,39],is_sequ:61,is_stat:7,is_test:[57,62,63],is_train:3,isn:43,isol:34,isspars:41,issu:[33,34,43],item:[9,13,15,30],iter:[9,10,11,13,15,16,18,30,56,62,63],its:[3,9,10,16,18,21,29,40,41,43,46,49,54,55,56,59,63,64],itself:[10,18],java:27,jeremi:43,jie:[62,63],jmlr:9,job:[5,13,45,46,48,57,59,61,62,63,64],job_dispatch_packag:44,job_id:13,job_mod:54,job_nam:[24,49],job_namespac:49,job_path:49,job_workspac:44,jobpath:49,jobport0:49,jobport1:49,jobport2:49,jobport3:49,jobserv:24,johan:63,join:18,joint:[54,64],jointli:[10,64],journal:[62,63],journei:34,jpeg:56,jpg:57,json:[44,49,50,61],jth:10,judg:64,jupyt:[24,34],just:[3,6,8,9,10,13,21,22,29,32,40,44,48,49,54,56,61,62,63],jx4xr:49,jypyt:16,k8s_data:49,k8s_job:16,k8s_token:16,k8s_train:49,k8s_user:16,kafka:20,kaim:9,kaimingh:57,kebilinearinterpbw:43,kebilinearinterpfw:43,keep:[3,9,13,18],kei:[3,13,15,18,20,21,25,40,43,44,61,63],kernel:[9,43,59],key1:46,key2:46,key_pair_nam:49,keyid:49,keymetadata:49,keypair:49,keyserv:49,keystat:49,keyusag:49,keyword:3,kill:[18,49],kind:[2,3,16,18,23,32,49,50,55,59,61],kingsburi:62,kms:49,know:[3,10,16,21,32,40,41,43,49,61],knowledg:63,known:[55,63,64],kriz:[13,56],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:49,kubectl:50,kuberent:[18,49],kubernet:[16,18,42,44,51,52],kubernetes_service_host:16,kwarg:[3,10,11,13,59,62],l1_rate:7,l2_rate:7,l2regular:[56,59,63],label:[3,5,8,9,11,13,15,30,32,50,55,56,57,58,59,63],label_dict:62,label_dim:[9,59],label_fil:[30,62],label_lay:30,label_list:62,label_path:30,label_slot:62,labeledbow:63,labl:63,lag:46,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,48,54,62,63,64],larg:[12,13,40,62,63,64],larger:[3,7,8,9,44],last:[8,9,10,32,39,44,46,59,63,64],last_time_step_output:9,lastseen:50,late:63,latenc:[9,44,49],later:[17,33,49,59],latest:[9,18,34,40,50,63],latter:64,launch:[46,49,63],launcher:16,lawyer:60,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,30,32,39,42,45,46,54,55,56,57,59,61,62,63],layer_0:41,layer_attr:[9,39,48],layer_num:[48,57],layer_s:9,layer_typ:9,layerbas:41,layerconfig:41,layergradutil:41,layermap:41,layeroutout:9,layeroutput:10,lbl:[8,56],ld_library_path:[9,33,36,44],lead:43,learn:[0,7,8,9,10,11,13,16,22,30,32,34,37,39,41,43,56,57,59,62,63,64],learning_method:[32,54,56,59,63,64],learning_r:[7,22,32,54,56,59,63,64],leas:18,least:[8,9,18,33,60],leav:[3,49],lecun:13,left:[9,32,57],leman:64,len:[3,9,22,25,41,59,61,62],length:[9,10,13,22,39,46,50,63,64],less:[9,16,44,64],less_than:16,let02:50,let:[5,8,9,16,32,49,61],level:[7,9,44,46,55,61,63,64],lgtest:17,lgtest_main:17,lib64:[33,44,46],lib:[9,28],libapi:17,libari:28,libcudnn:33,libjpeg:56,libpaddl:[27,28],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libpython:33,librari:[9,17,23,28,33,34,44,46,61],libwarpctc:9,licens:62,life:18,like:[3,8,9,13,17,18,24,30,32,33,39,43,44,45,48,49,54,57,59,61,63,64],limit:[9,13,43,46],line:[2,3,5,8,13,17,24,26,32,40,42,43,44,48,49,54,56,57,61,62,63,64],linear:9,linearactiv:32,linguist:62,link:[9,10,17,25,26,33,49,59,63],linux:[9,25,33,34,36,49,64],lipeng:54,lipton:63,list:[2,3,8,9,13,15,16,21,24,26,29,32,34,39,41,44,46,48,49,56,57,59,61,62,63,64],listen:46,literatur:63,littl:[2,3,22,46,59,63],lium:64,live:[18,34],liwicki:63,load:[2,3,5,9,16,18,32,46,49,57,62,63,64],load_featur:57,load_feature_c:57,load_feature_pi:57,load_missing_parameter_strategi:[45,46,48,54,62],load_uniform_data:55,loadparamet:5,loadsave_parameters_in_pserv:[45,46],loc:8,local:[7,18,23,33,34,44,45,46,50,56,63],localhost:34,localpath:26,locat:[39,41,59,62],lock:[18,21,22],log:[3,21,26,41,44,46,49,50,56,61,62,63,64],log_barrier_abstract:46,log_barrier_lowest_nod:[45,46],log_barrier_show_log:[45,46],log_clip:[45,46],log_error_clip:[45,46],log_period:[46,48,50,55,56,59,61,62,63,64],log_period_serv:[45,46],logarithm:6,logger:3,logic:[3,29,44],login:34,longer:64,look:[3,8,24,32,44,45,49,50,55,59],lookahead:9,lookup:59,loop:30,loss:[9,41,55,59,63,64],lot:45,low:9,lower:44,lowest:46,lpaddle_capi_shar:28,lpaddle_capi_whol:28,lstm:[9,39,50,59],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_layer_attr:10,lstm_size:59,lstm_step:10,lstmemori:[10,39],lstmemory_group:9,ltr:9,lucki:32,mac:[9,28,33,34],machan:10,machin:[9,10,13,15,32,41,45,46,48,49,50,59,61,63,64],machine_transl:39,made:[3,18,22,32,39,60],mai:[3,9,30,34,43,49,60],main:[3,5,40,49,56,62,63],mainli:[23,46],maintain:[9,21,49],majel:17,major:[34,55,57,63,64],make:[3,8,9,16,17,18,21,22,29,30,33,34,40,41,43,44,49,56,59,61,63],male:60,malloc:41,man:25,manag:[18,22,23,26,40,44],manageri:60,mandarin:9,mani:[0,9,10,21,29,32,34,46,59,60,61,63],mannal:44,manner:9,manufactur:64,mao:63,map:[3,8,9,13,15,16,21,46,56,57,61],map_read:13,mapper:13,mapreduc:16,marcu:63,mark:[3,39,62],mark_slot:62,market:[32,60,63],martha:62,mask:[7,9],master:[16,31,40,46,63],mat:[27,28],mat_param_attr:10,match:43,math:[10,27,41,43],matirx:9,matplotlib:56,matric:[5,39,41],matrix:[8,9,10,13,15,27,28,41,45,48,57,62],matrixptr:41,matrixtyp:28,matter:3,max:[3,7,9,13,43,46,48,56,59,61],max_id:[9,15,59],max_job_id:13,max_length:[9,39],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:[8,59],maxid_evalu:8,maxid_lay:59,maxim:[9,64],maximum:[8,13,22,39,43,46,59,62,63],maxinum:12,maxpool:9,mayb:[9,10,56],md5:[13,19],mean:[3,7,8,9,10,11,12,13,15,17,30,32,39,43,44,46,48,49,54,55,56,57,59,61,62,63,64],mean_img_s:56,mean_meta:57,mean_meta_224:57,mean_valu:57,measur:[32,43],mechan:[9,10,23,39,49,63],media:63,meet:62,mem:[9,24],member:[13,16,29],memcpi:[29,43],memor:63,memori:[2,3,10,21,24,39,41,43,46,48,50,59,62,63,64],memory_nam:9,memory_threshold_on_load_data:46,mention:21,mere:10,merg:[22,29,40,46,54,64],mergedict:[54,64],messag:[32,40,46,50,61,63,64],meta:[44,56,57,59],meta_config:[44,61],meta_gener:[44,61],meta_path:56,metadata:[25,49,50],metaplotlib:16,method:[3,9,11,15,34,41,43,46,48,59,63,64],might:[9,17,34,41,49],mileag:43,million:[13,48,60],min:[7,43,48,49,61],min_pool_s:3,min_word_freq:13,mind:44,mini:[3,9,13,15,18],mini_batch:30,minibatch:9,minibatch_data:13,minim:[3,11,32,46],minimum:9,minimun:46,minst:3,minut:[18,49,64],mirror:34,mislead:22,miss:[46,54,62],mit:49,mix:[10,39,62],mixed_bias_attr:10,mixed_lay:[10,62],mixed_layer_attr:10,mixedlayertyp:9,mkdir:[26,33,34,49],mkl:33,mkl_path:33,mkl_root:33,ml_data:[44,61],mnist:[3,5,20,30],mnist_provid:3,mnist_random_image_batch_read:30,mnist_train:[3,30],mnist_train_batch_read:30,mod:62,modal:62,mode:[9,40,46,55,56,57,61,63,64],model:[1,2,5,9,10,13,18,19,40,41,42,46,49,61,62,63],model_config:[5,55],model_list:[46,48,62,63],model_output:63,model_path:48,model_zoo:[54,57],modifi:[5,39,40,41,44,49],modul:[2,3,5,10,13,15,32,33,56,57,59,62],modulo:9,momentum:[7,32,59],momentumoptim:[32,56],mon:50,monitor:[59,63],mono:9,month:[17,59,64],mood:63,more:[2,3,5,8,9,10,13,16,18,21,24,26,30,32,34,39,40,41,43,44,48,50,56,59,62,63,64],morin:9,mose:[63,64],moses_bleu:64,mosesdecod:63,most:[3,5,9,13,16,30,32,39,41,43,45,61,62,63,64],mostli:[56,60],mount:[24,34,49,50],mountpath:[49,50],move:[9,18,21,26,43,49,61,63],movement:[43,63],movi:[3,13,63],movie_categori:13,movie_id:61,movie_info:13,movie_review:13,movieid:60,movieinfo:13,movielen:58,moving_average_fract:9,mpi:44,mse_cost:32,much:[9,18,30,43],mul:41,mulit:44,multi:[9,29,41,45,46,57,64],multi_binary_label_cross_entropi:9,multi_crop:57,multigradientmachin:29,multinomi:9,multipl:[8,9,10,13,15,16,21,22,34,39,41,46,48,49,55,59,61,63],multipli:[8,9,41,56],multiprocess:13,multithread:3,music:60,must:[3,6,8,9,10,13,22,30,33,34,39,40,41,44,46,48,49,64],my_cluster_nam:49,my_external_dns_nam:49,mypaddl:50,mysteri:60,name:[3,7,8,9,10,12,13,15,16,18,20,22,24,28,32,34,39,40,41,43,44,46,48,50,51,52,54,55,56,57,59,61,63,64],name_prefix:20,namespac:[27,34,41,50],nativ:9,natur:[21,48,62,63],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,nearest:59,necessari:[3,9,22,29,33,41,44,59,63],necessarili:41,need:[3,8,9,10,13,16,17,21,22,24,26,29,32,33,34,36,39,40,41,44,45,46,48,49,50,55,56,57,59,61,62,63,64],neg:[3,8,9,59,62,63],neg_distribut:9,negat:62,neighbor:59,ner:8,nest:[3,9,13],net:[9,10],net_conf:63,net_diagram:57,network:[2,3,5,7,8,9,11,13,14,15,16,18,30,32,34,41,43,44,46,54,63,64],network_config:48,networkadministr:49,neural:[3,5,9,10,11,13,15,16,18,32,43,46,54,55,57,63,64],neuralnetwork:29,neuron:[5,41,59,63],never:[13,30,49,50],newest:22,newtork:63,next:[9,13,18,23,39,40,41,43,46,49,50,62,63,64],nfs4:49,nfs:49,nfsver:49,nginx:34,ngram:13,nic:[44,45,46],nil:21,nine:[13,62],nlp:[3,9],nltk:13,nmt:64,nnz:41,no_cach:3,no_sequ:[3,9,61],noah:63,noavx:[34,36],node:[9,17,41,44,46,49,50,63,64],node_0:49,node_1:49,node_2:49,nodefil:44,noir:60,nois:[9,18,55],noise_dim:55,non:[9,18,41,46,49],none:[2,3,5,7,8,9,10,11,12,13,15,16,32,39,57,59],nonlinear:41,norm:55,norm_by_tim:9,normal:[3,5,9,10,13,36,39,41,44,46,50,54,55,57],normzal:57,north:56,notat:9,note:[3,5,7,9,10,12,15,16,21,24,30,33,43,46,48,49,54,56,61,63],notebook:[24,34],noth:[6,15,40,46],notic:[39,41],novel:63,now:[0,3,9,13,17,18,32,34,40,46,49,55,61,62],np_arrai:13,nproc:33,ntst1213:64,ntst14:64,nullptr:41,num:[9,44,46,59,62,63,64],num_channel:[9,10,56],num_chunk_typ:8,num_class:[9,10,56],num_filt:[9,10],num_gradient_serv:[45,46],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,32,45,46,48,50,59,61,62,63,64],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[3,8,9,13,18,20,30,32,40,41,44,46,49,54,56,57,59,62,63,64],numchunktyp:8,numdevices_:48,numlogicaldevices_:48,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,30,32,33,55,57],numsampl:43,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,34],nvidia:[33,34,43,46],obei:8,obj:[3,32,56,57,59,61],object:[3,5,7,9,10,11,13,15,16,27,43,55,56,57,59,62],observ:[11,32,41,43,64],obtain:[59,62,63],occup:[60,61],occur:[13,15],oct:50,odd:9,off:[28,34,40],offer:[5,62],offici:[9,34,49,56],offlin:[18,20],offset:[9,61],often:[44,59,64],ograd:41,old:[22,34,46],omit:59,on_init:3,on_travisexclud:33,onc:[3,9,18,21,34,41,49,59],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,29,30,32,34,40,41,44,46,48,49,50,54,55,56,57,59,61,62,63,64],one_host_dens:61,one_hot_dens:61,onli:[2,3,5,8,9,10,12,13,15,16,17,21,22,23,24,26,29,32,33,39,40,41,43,45,46,48,49,50,54,57,59,60,63,64],onlin:[9,11,18,20,30],onto:49,open:[0,3,9,16,20,30,32,34,49,57,59,62],openbla:33,openblas_path:33,openblas_root:33,oper:[9,10,11,13,34,39,41,43,46,49,54,56,61],opinion:63,ops:17,ops_test:17,opt:[16,33],optim:[3,7,14,15,29,32,41,43,63],option:[3,8,9,16,17,32,40,41,44,48],order:[3,9,10,13,15,30,41,46,49,50,55,57,59,63,64],ordinari:63,oregon:49,org:[8,9,10,13,20,25,33,34,55],organ:[8,9,56,63,64],origin:[0,2,3,9,13,55,62,64],other:[3,8,9,10,13,18,22,26,33,34,36,39,40,48,49,50,54,55,56,57,59,60,62,63,64],otherchunktyp:8,otherwis:[2,9,13,16,18,22,30,39,40,44,48,61,64],our:[16,17,34,39,40,41,49,50,54,56,59,62,63,64],out:[9,15,16,17,21,32,39,43,46,49,50,56,63],out_dir:49,out_left:9,out_mem:39,out_right:9,out_size_i:9,out_size_x:9,outlin:47,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:62,output:[5,6,7,8,9,10,12,13,15,16,20,26,30,32,39,41,43,46,48,50,54,55,56,57,59,61,62,63,64],output_:[9,41],output_dir:57,output_fil:62,output_id:9,output_lay:[15,57],output_max_index:12,output_mem:[9,39],output_path:20,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:41,over:[2,9,10,16,40,41,43,59,62,63],overcom:63,overhead:43,overlap:41,overrid:[18,26,41],overview:[21,22,23],overwrit:26,owe:0,own:[22,34,44,49],pacakg:36,pack:34,packag:[3,13,21,24,34,35,40,49],pad:59,pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,18,20,24,26,27,28,29,32,33,34,35,36,39,40,41,42,43,44,46,48,49,55,56,59,61,62,63,64],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[27,28],paddle_exampl:24,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:24,paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:44,paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:24,paddle_output:50,paddle_paramet:22,paddle_port:44,paddle_ports_num:44,paddle_ports_num_for_spars:44,paddle_pserver2:44,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:54,paddle_save_model:22,paddle_send_grad:22,paddle_source_root:54,paddle_train:[28,31,44],paddledev:[49,50],paddlepaddl:[0,2,3,5,9,10,13,18,20,22,23,24,25,26,30,32,33,36,39,40,41,42,43,44,51,52,57,59,61,62,63],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[40,49,61],pai:34,pair:[8,62],palceholder_just_ignore_the_embed:54,palmer:62,paper:[9,54,55,57,62,63,64],paraconvert:54,paragraph:63,parallel:[43,46,48,49,50,64],parallel_nn:[7,45,46],param:[7,9,13,22,29],param_attr:[9,10,32,39],param_config_proto:22,paramattr:[7,9,32,39],paramet:[2,3,5,8,10,11,12,13,14,17,19,26,30,32,41,42,48,55,56,59,61,62,63,64],parameter_attribut:9,parameter_block_s:[45,46],parameter_block_size_for_spars:[45,46],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:41,parameters_:41,parameterset:16,parameterupdat:29,parametris:11,paramt:[49,54],paramutil:61,paraphras:64,paraphrase_data:54,paraphrase_model:54,paraspars:41,parent:41,pars:[5,13,17,48,49,55,61,62],parse_config:[5,55],parser:61,part:[3,8,32,39,40,41,43,55,59,61,62,63,64],parti:[43,61],partial:[9,55],partial_sum:9,participl:54,particular:43,partit:[18,20,49],pass:[3,9,13,15,18,29,30,32,40,41,43,44,46,49,50,55,56,59,61,62,63,64],pass_id:15,pass_idx:30,pass_test:55,passtyp:41,password:44,past:[16,34,49],patch:25,path:[2,3,8,9,13,15,18,21,22,24,30,32,33,44,46,48,49,50,54,56,57,59,62,63,64],pattern:[13,18,27,32,49,63],paul:62,paus:18,pave:64,pdf:[9,10],pem:[16,20,49],pend:[18,21],penn:62,per:[8,9,13,18,22,30,46,56,59],perfom:[46,48],perform:[2,9,10,22,29,32,39,41,42,44,45,55,56,59,63,64],period:[2,18,46,59,61,62,63,64],perl:[63,64],permiss:49,peroid:9,persist:49,persistentvolum:49,persistentvolumeclaim:49,person:[8,16],perspect:43,perturb:41,pfs:[20,26],pfsclient:20,pfspath:26,pgp:49,phase:32,photo:56,pick:[3,49],pickl:61,pictur:59,piec:[9,10,32],pillow:[24,56],pip:[33,40,44,56,61],pipe:60,pipelin:62,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,18,41,43,44,57,64],placehold:[32,54],plai:[62,63],plain:[2,8,9,15,24,28],plan:[18,41],platform:[0,32,49],pleas:[3,5,7,9,10,11,16,18,21,22,23,30,33,34,35,39,40,41,49,54,56,59,61,62],plot:[16,56],plotcurv:56,plu:9,png:[56,57],pnpairvalidationlay:46,pnpairvalidationpredict_fil:45,pod:[20,24,49,50],pod_nam:49,point:[18,24,32,43],pointer:22,polar:[13,63],polici:49,polit:63,poll:63,poo:56,pool3:41,pool:[3,10,14,56,59,61],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,59],pooling_typ:[9,59],poolingtyp:12,popul:22,popular:[32,57],port:[17,34,44,45,46,49,50],port_num:45,ports_num:46,ports_num_for_spars:[45,46,48],pos:[61,63],pose:18,posit:[3,8,9,13,59,62,63,64],positive_label:8,possibl:[16,21,43,55],post1:33,post:[24,25],potenti:43,power:[59,64],practic:[9,32,39,41],pre:[3,9,10,13,16,22,34,49,50,54,56,62,63,64],pre_dictandmodel:54,precis:[8,33],precision_evalu:8,pred:[59,62],predefin:63,predetermin:[9,46,64],predic:[13,62],predicate_dict:62,predicate_dict_fil:62,predicate_slot:62,predict:[3,4,8,9,11,15,32,39,44,46,54,59,64],predict_fil:46,predict_output_dir:[45,46,59],predict_sampl:5,predicted_label_id:59,prediction1:15,prediction2:15,predictor:61,predin:56,prefer:63,prefetch:41,prefix:[8,18,20,49],pregrad:41,preinstal:33,premodel:54,prepar:[5,24,29,39,51,59],preprcess:63,preprocess:[13,44,50,63],prerequisit:33,present:[16,40,57,62,64],preserv:26,pretti:32,prev_batch_st:[45,46],prevent:[2,11,16,18,21],previou:[9,10,18,26,41,46,49,62,64],previous:[9,50,57],price:[13,32],primarili:63,principl:16,print:[7,15,16,32,46,54,59,61,62,63,64],printallstatu:43,printer:8,printstatu:43,prite:8,privat:[28,40],privileg:49,prob:[8,15,55],probabilist:[9,54],probability_of_label_0:59,probability_of_label_1:59,probabl:[8,9,15,39,57,59,62],problem:[5,9,11,16,17,40,59,62,63],proc:34,proc_from_raw_data:59,proce:[13,18,30,49],procedur:[54,62,64],proceed:[9,62],process:[2,3,5,7,9,10,13,16,20,21,32,34,39,44,46,48,49,50,54,56,57,59,61,62,63,64],process_num:13,process_pr:59,processdata:[56,57],processor:43,prod:[34,40],produc:[10,13,18,30,34,57,59],product:[0,24,34,40,41,49,59,63],productgraph:50,profil:[26,33],proflier:43,program:[2,13,16,20,22,30,34,40,43,44,46],programm:60,progress:[18,21,46],proivid:3,proj:9,project:[9,10,24,28,33,39,41,61],promis:[9,10],prompt:26,prone:16,prop:62,propag:[11,46,48],properli:59,properti:[3,46],propos:64,proposit:62,protect:41,proto:12,protobuf:[24,33],protocol:[8,46],prove:59,proven:64,provid:[0,9,13,16,22,24,32,34,43,44,49,54,55,56,57,60,63],providermemory_threshold_on_load_data:45,provis:49,provod:3,prune:9,ps_desir:18,pserver:[22,23,24,44,45,46,49],pserver_addr:22,pserver_cpu:24,pserver_id:19,pserver_mem:24,pserver_num_thread:[45,46],pserver_spec:15,pserverstart_pserv:45,pseudo:[16,24],psize:41,ptr:28,pull:[31,34,54,64],punctuat:63,purchas:59,purpos:[0,18,43],push_back:41,put:[18,34,41,44,50,59],pvc:49,pwd:[34,40],py_paddl:[5,13,55],pydataprovid:[2,3,59],pydataprovider2:[4,5,32,59,61,63],pyramid:9,pyramid_height:9,python:[2,3,4,9,15,16,23,27,29,31,32,33,39,40,44,54,55,56,62,63,64],pythonpath:56,pzo:63,qualifi:33,qualiti:59,queri:[9,49,64],question:[9,16,49,62],quick:[46,50,58,64],quick_start:[24,49,50,51,59],quick_start_data:50,quickli:32,quickstart:50,quit:43,quot:60,r_t:9,rais:13,ramnath:63,ran:43,rand:[43,46,48,55,62],random:[3,7,9,13,20,29,30,32,46,55,56,62],random_imag:20,randomli:63,randomnumberse:45,rang:[3,9,13,20,30,46,48,56,60,62],rank:[9,16,49,57,59],rare:3,rate:[7,8,11,13,22,41,44,56,59,61,63,64],rather:[5,24,49,63],ratio:46,raw:[9,32,59,63],raw_meta:61,rdma:[33,46],rdma_tcp:[45,46],reach:[18,43,62],read:[2,3,13,15,16,18,20,30,32,39,40,44,49,57,59,61],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,20,64],reader_cr:20,reader_creator_bool:30,reader_creator_random_imag:[13,30],reader_creator_random_image_and_label:[13,30],readi:[18,32,49,50,56],readm:[28,40,60,61,63],readonesamplefromfil:3,readwritemani:49,real:[3,30,32,55],realist:16,reason:[10,16,18,34,50],recal:8,receiv:[18,24],recent:64,reciev:46,recogn:56,recognit:[3,9,57,63],recommand:3,recommend:[2,10,16,34,39,41,44,46,61],recommonmark:33,recompil:43,record:[21,40,49,62],recordio:[16,20,21],recov:[18,32,55],recoveri:21,rectangular:9,rectifi:9,recurr:[62,63],recurrent_group:[10,39],recurrent_lay:10,recurrentgradientmachin:28,recurrentgroup:8,recurrentlay:46,recurs:26,recv:49,reduc:[11,44,46,48],refactor:29,refer:[2,5,7,9,10,11,18,21,22,23,39,40,41,44,50,54,56,59,61,64],referenc:[9,21],reflect:21,regard:62,regardless:64,regex:61,region:[43,62],regist:[41,43],register_gpu_profil:43,register_lay:41,register_timer_info:43,registri:[24,34,50],regress:58,regular:[7,41,49,56,59,63],rel:[2,10,44],relat:[3,18,24,34,36,50,63],relationship:[13,32,55],releas:[31,33,34,36,49,60,62],relev:[62,64],reli:33,reliabl:18,relu:[9,41],remain:59,rememb:9,remot:[7,40,41,44,46,48,49],remoteparameterupdat:[23,46],remov:[13,26,40,44,46,63],renam:[26,64],reorgan:9,replac:[17,21,34,63],replicaset:24,report:[21,43,44],reportdataset:21,repositori:[9,40],repres:[3,5,9,13,21,39,41,49,56,59,60],represent:[9,22,59,63],reproduc:64,request:[18,31,49,50,54,64],requir:[2,8,9,16,18,22,24,26,41,44,49,50,55,56,59,61],res5_3_branch2c_bn:57,res5_3_branch2c_conv:57,res:62,research:[13,56,60,63],resembl:63,reserv:[3,26],reserveoutput:41,reset:[9,18],reshap:30,reshape_s:9,residu:57,resnet:58,resnet_101:57,resnet_152:57,resnet_50:57,resolv:[40,50],resourc:[34,49],respect:[3,32,39,41,46,56,57,62,64],respons:[9,29,49,50],rest:[3,9,24,25,32],restart:[18,22,49,50],restartpolici:[49,50],restrict:46,resu:30,result:[5,6,8,9,15,21,43,46,49,56,57,59,61,62,63],result_fil:8,retir:60,retran:49,retriev:[41,50],return_seq:10,reuqest:31,reus:[30,41],reveal:16,revers:[9,10,39,62,63],review:[13,40,50,59,63],reviews_electronics_5:50,revis:59,rewrit:[17,64],rgb:9,rgen:63,rho:11,rich:32,right:[3,9,17,24,57],rkt:24,rmsprop:59,rnn:[9,10,42,45,59,63],rnn_bias_attr:39,rnn_layer_attr:39,rnn_out:39,rnn_step:9,rnn_use_batch:[45,46],rnnlm:13,robot:56,role:[13,16,21,22,49,58,63],roman:63,romanc:60,root:[11,12,44,49,50],root_dir:44,rot:9,roughli:[3,55],routledg:63,row:[5,8,9,13,41,57],row_id:9,rpc:21,rpcserver:21,rsize:49,rtype:13,rule:[8,41,49],run:[16,18,24,34,40,41,42,43,46,49,51,52,54,56,57,59,61,63,64],runinitfunct:43,running_on_cloud:24,runtim:[2,3,33,34,44],s_param:55,s_recurrent_group:39,sacrif:2,safe:24,sai:[9,32,46,48],sake:41,sale:60,same:[3,5,8,9,10,16,21,22,39,44,48,49,54,59,61,62,63,64],samping_id:9,sampl:[3,5,8,13,44,46,48,54,55,57,59,61,62,63,64],sample_dim:55,sample_id:8,sample_num:8,santiago:63,satifi:8,satisfi:[44,49,59],save:[3,9,13,18,20,21,22,24,32,46,48,49,50,56,57,59,61,62,63,64],save_dir:[32,46,48,50,55,56,59,61,62,63,64],save_only_on:[45,46],saving_period:[45,46],saving_period_by_batch:[45,46,48,59],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,57,60],scalingproject:9,scan:21,scatter:9,scenario:[32,45],scene:45,schdule:49,schedul:[21,24,49,55],scheduler_factor:7,schema:54,scheme:[8,62],schmidhub:63,schwenk:64,sci:60,scienc:63,scientist:[0,60],score:[8,9,61,63,64],screen:61,scrip:59,script:[5,13,44,49,56,57,59,62,63,64],seaplane_s_000978:56,search:[9,18,33,39,46,62,64],seat:64,second:[3,9,13,16,26,30,32,34,44,54,57,59,60,63],secret:49,section:[3,39,41,44,49,59],sed:63,see:[3,5,9,10,16,18,32,34,40,43,49,54,55,57,59,61,63,64],seed:[43,46],seem:17,segment:8,segmentor:54,sel_fc:9,select:[9,40,49,60,64],selectiv:9,selector:50,self:[32,41,60,63],selfnorm:9,semant:[13,16,31,58,63],semat:16,sen_len:62,send:[18,22,46,49],sent:[16,22,50],sentenc:[3,9,13,39,59,62,63,64],sentiment:[3,32,58,59,62],sentiment_data:63,sentiment_net:63,sentimental_provid:3,separ:[3,8,22,46,54,59,60,61,62,64],seq:[9,13,61],seq_pool:9,seq_text_print:8,seq_to_seq_data:[54,64],seq_typ:[3,13],seqtext_evalu:8,seqtoseq:[9,54,64],seqtoseq_net:[9,54,64],sequel:3,sequenc:[3,6,8,9,10,12,13,41,54,59,61,62,63,64],sequence_conv_pool:59,sequence_group:9,sequence_nest_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,39,59,62],seri:[10,63],serial:[3,15,21,29],serv:[34,43,49,55],server:[16,17,23,34,41,44,45],serverless:18,servic:[34,60],session:[34,43],set:[2,3,5,7,8,9,10,13,15,16,18,24,32,33,34,36,39,41,42,43,44,45,46,48,49,50,54,56,57,59,60,61,62,63,64],set_active_typ:41,set_default_parameter_nam:7,set_drop_r:41,set_input:9,set_siz:41,set_typ:41,setp:49,settup:41,setup:[3,34,41,59],sever:[3,8,9,29,44,48,49,58,59,61,62,63,64],sgd:[11,15,16,18,24,29,44,55,63,64],sgdasync_count:45,shallow:62,shape:[9,13,15,57],shard:[18,19,20,21,22,49],share:[9,17,28,29,33,34,43,46,50,62],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[27,28],shell:[49,57],shift:57,ship:56,shold:63,shop:63,shorten:9,shorter:57,should:[3,5,7,8,9,13,15,16,22,24,29,30,32,36,39,40,44,49,56,59,61,62,63,64],should_be_fals:16,should_be_tru:16,should_shuffl:[3,62],show:[5,8,11,13,18,26,32,46,49,50,54,57,59,61,62,63,64],show_check_sparse_distribution_log:[45,46],show_layer_stat:[45,46],show_parameter_stats_period:[45,46,48,50,59,62,63,64],shown:[3,9,16,39,41,43,49,55,56,57,59,61,63,64],shrink:41,shuf:61,shuffl:[3,13,61,63],sid:49,side:[9,15,29,57],sig:49,sigint:44,sigmoid:[9,41],sigmoidactiv:10,sign:[25,49],signal:44,signatur:49,signific:43,similar:[9,30,49,59,61],similarli:[9,13,62],simpl:[2,3,6,8,9,10,13,15,33,34,40,43,46,59,61,62,63],simple_attent:39,simple_gru:[39,59],simple_lstm:[9,59],simple_rnn:[9,39],simpler:29,simplest:49,simpli:[2,9,16,22,33,34,39,43,54,57,61,63,64],simplifi:[16,41,50],simultan:49,sinc:[9,18,21,23,30,32,34,43,49,55,59,60,64],sincer:[40,63],singl:[3,8,10,13,18,34,41,44,50,57,59,62,64],sinlg:15,site:49,six:[54,62,64],size:[3,8,9,10,11,13,18,20,22,30,32,39,41,44,46,55,56,57,59,60,62,63,64],size_a:9,size_b:9,size_t:41,sizeof:54,skill:64,skip:[30,32,40,44,49,57],slide:[9,11,13,18],slightli:56,slope:9,slot:[61,62],slow:[3,43],small:[3,13,41,44,46,56,64],small_messag:[45,46],small_vgg:56,smaller:[9,18],smartli:9,smith:63,smooth:9,snap:50,snapshot:[19,49],snippet:[39,41,43,49,59],social:63,sock:24,sock_recv_buf_s:[45,46],sock_send_buf_s:[45,46],socket:46,softmax:[9,10,16,39,41,54,59,62,63],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:59,softwar:[34,43],solv:[16,62],solver:64,some:[3,7,9,13,15,16,17,21,22,24,32,33,40,41,43,45,46,48,49,55,59,60,61,62,63,64],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:15,somegotyp:27,someth:[3,9],sometim:[11,30,43,63],somewhat:22,soon:18,sophist:[32,41,44],sort:[9,13,46,49,61,63,64],sourc:[0,9,13,17,26,28,30,32,34,39,40,49,50,54,59,61,64],source_dict_dim:39,source_language_word:39,space:[8,34,39,43],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,41,44,46,49,59],sparse_binary_vector:[3,13,59],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:41,sparseprefetchrowcpumatrix:41,spatial:[9,56],speak:[39,64],spec:[49,50],specfii:46,speci:56,special:[9,22,33,54,59,64],specif:[2,26,48,56,59,61],specifi:[2,3,8,9,13,16,21,22,24,26,32,33,39,41,46,49,55,56,57,59,60,61,63,64],speech:9,speed:[10,34],spefici:57,sphinx:[27,33,34],sphinx_rtd_them:33,split:[3,9,44,48,49,54,57,59,62],split_count:49,sql:2,squar:[9,11,12,32],squarerootnpool:9,squash:64,srand:46,src:[17,64],src_backward:39,src_embed:39,src_forward:39,src_root:5,src_word_id:39,srl:[13,62],ssd:9,ssh:[34,44,49,50],sshd:34,ssl:33,sstabl:16,stabl:[31,49],stack:[32,49,59,62],stacked_lstm_net:63,stacked_num:63,stackexchang:9,stage:[23,40,44],stake:64,stale:18,stamp:43,standard:[7,54,56,62,63,64],stanford:[13,50],star:60,start:[9,15,18,21,22,24,29,32,34,39,43,44,46,53,54,58,61,64],start_pass:[45,46],start_pserv:46,startup:[18,24,49],stat:[33,43,46,62,63,64],state:[9,10,18,32,39,46,50,55,62,64],state_act:[9,10],statement:[41,49],staticinput:[9,39],statist:[9,46,59,62,63,64],statset:43,statu:[24,40,43,49,50],status:50,std:[17,27,28,41,46],stderr:44,stdout:44,step:[5,9,10,12,18,22,29,34,39,40,41,43,44,49,50,59,61,62,63,64],still:[21,57],stmt1482205552000:49,stmt1482205746000:49,stochast:[11,18,21],stock:63,stop:[9,34,44,46,50,61],storag:[25,33,49,50,56],store:[8,9,13,29,41,44,46,49,50,54,56,57,59,61,62,63,64],str:[15,24,48],strategi:[3,12,18,46,62],street:[9,62],strength:55,strict:30,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,21,26,41,46,49,63],strip:[59,62],struct:[21,22,25,28],structur:[13,21,44,49,54,56,59,61,62,63,64],sts:49,stub:9,student:60,stuff:40,stun:3,style:[3,9,33,40],sub:[8,9,13,16,29,39,41,56,59,64],sub_sequ:[3,9],subcommand:26,subgradi:11,submit:[40,45,46,49],subnet0:49,subnet:[16,49],subobjectpath:50,subsequ:9,subsequenceinput:9,subset:[41,64],substanti:57,substitut:64,succe:63,succeed:[21,50],success:[22,49,50,57,62],successfulcr:50,successfuli:63,successfulli:[57,61,63],successor:[46,64],sucessfulli:64,sudo:[33,36,49,56],suffic:[30,32],suffici:46,suffix:[24,64],suggest:[9,17,43],suitabl:[40,46,56],sum:[9,11,19,39,41],summar:[59,63],sumpool:9,support:[7,8,9,12,13,18,24,29,30,33,34,36,39,40,41,43,46,49,62],suppos:[17,32,41,59],suppress:26,sure:[40,41,49,56,63],surpass:9,survei:63,swagger:25,swap_channel:57,swig:[5,23,27,28,33],swig_paddl:[5,13,55],symbol:[9,28],symlink:40,sync:[18,40,46,55],syncflag:41,synchron:[11,18,21,44,46,49],syntact:62,syntax:[30,61],synthect:32,synthes:55,synthet:32,sys:57,system:[17,18,22,25,33,34,44,50,59,62,63,64],t2b:54,tab:[34,59],tabl:[3,8,9,57,59,64],tableproject:9,tag:[8,13,34,39],tagtyp:8,take:[3,5,8,9,10,16,17,39,41,43,49,50,55,62,64],taken:[3,62],talk:22,tanh:[9,10,39,41],tanhactiv:10,taobao:63,tar:[33,49],tarbal:49,target:[9,13,15,17,39,40,54,59,64],target_dict_dim:39,target_dictionary_dim:9,target_language_embed:9,target_language_word:39,target_link_librari:17,targetinlink:9,task:[3,8,9,32,39,48,54,57,62,63,64],task_queu:21,taskentri:21,taskqueu:21,tbd:23,tconf:63,tcp:[46,49],teach:59,tear:43,technic:18,technician:60,techniqu:[39,41],tee:[50,56,62,63,64],tell:[18,21,22,34,43,61],tellig:63,templat:[50,62],tempor:[9,59,62],temporari:24,tensor:17,tensor_test:17,term:[9,10,18,62,63],termin:50,terminolog:32,tese:2,tesh:62,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,28,30,31,33,34,36,43,44,45,54,56,57,59,60,64],test_all_data_in_one_period:[50,56,61,62,63],test_data:64,test_fcgrad:41,test_gpuprofil:43,test_layergrad:41,test_list:[3,32,56,59],test_part_000:63,test_pass:[45,46,48,64],test_period:[45,46,48],test_ratio:61,test_wait:[45,46],testa:16,testb:16,testbilinearfwdbwd:43,testconfig:41,tester:[61,64],testfcgrad:41,testfclay:41,testlayergrad:41,testmodel_list:45,testq:16,testresult:15,testsave_dir:45,testutil:41,text1:26,text:[2,3,8,10,13,16,34,49,54,58,59,61,63],text_conv:59,text_conv_pool:61,text_fil:[13,63],tflop:43,tgz:[13,33],than:[3,5,7,8,9,10,18,24,33,34,39,41,44,49,57,62,63,64],thank:[0,54,64],thei:[3,16,17,18,22,26,32,34,39,41,43,44,45,49,57,63],them:[2,3,10,16,18,24,30,32,34,43,45,46,49,56,57,59,61,63,64],theori:43,therefor:33,therein:9,therun:57,thi:[2,3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,29,30,32,33,34,36,39,40,41,43,44,46,48,49,50,54,55,56,57,59,60,61,62,63,64],thing:[3,32,40,43,61,62],think:[16,17],third:[9,18,43,57,63],third_parti:9,those:[17,18,57,62],thought:[17,43],thread:[41,43,46,48,61,62,63,64],thread_local_rand_use_global_se:[45,46],threadid:48,threadloc:43,three:[3,8,9,18,29,30,32,46,55,57,63,64],threshold:[7,8,18,21,46,63],thriller:60,through:[5,9,18,21,23,39,41,43,44,54,55,56,63,64],throughout:59,throughput:43,thu:[3,9,32,41,49,64],tier:50,tight:33,time:[3,9,10,12,13,16,17,18,21,30,32,39,43,46,48,50,59,60,62,63,64],timelin:[9,43],timeo:49,timeout:[18,21],timer:33,timestamp:[9,19,60],timestep:[3,9],titil:61,titl:[13,60,61],tls:25,tmall:63,to_no_sequ:9,to_sequ:9,todo:[8,9,10,13,18,21],toend:9,togeth:[3,9,10,13,15,39],token:[8,9,16,39,54,63,64],too:[13,34,36],tool:[34,39,40,49,63],toolchain:33,toolkit:[33,36],top:[8,57,62],top_k:8,topolog:[13,16,18,29],topolopi:15,toronto:[13,56],total:[15,18,30,43,44,50,54,64],total_pass:30,touch:63,tourism:63,tourist:64,toward:32,tra:64,track:[18,21,40],tractabl:9,tradesman:60,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,8,9,11,13,20,21,22,29,39,41,42,43,45,51,52,57],train_conf:[54,64],train_config_dir:49,train_data:64,train_id:49,train_list:[3,32,56,57,59],train_part_000:63,trainabl:9,traindot_period:45,trainer:[3,5,16,19,20,21,23,29,32,41,44,46,48,55,59,62,63,64],trainer_config:[2,3,32,44,49,50,59,61,63],trainer_config_help:[3,32,41,56,59],trainer_count:[45,46,48,49,50,61,62,63,64],trainer_cpu:24,trainer_cr:24,trainer_gpu:24,trainer_id:[46,49],trainer_mem:24,trainer_packag:24,trainerintern:[59,61,64],training_machin:55,trainingtest_period:45,trainonedatabatch:55,tran:[41,46],trane:3,transact:[18,21,63],transfer:[2,3],transform:[9,39,41,55,56,59,62],transform_param_attr:10,translat:[9,10,32,54,61,63,64],transpar:44,transport:46,transpos:[9,41,55],transposedfullmatrixproject:9,travel:3,travi:[33,40],treat:[9,22],treatment:22,tree:[9,46,64],trg:64,trg_embed:39,triain:2,tricki:27,trigger:29,trivial:3,trn:59,truck:56,true_imag:30,true_label:30,true_read:30,truth:[8,9,59,64],tst:59,tune:[7,42,59,61,64],tuninglog_barrier_abstract:45,tupl:[3,9,13,15,30],ture:9,turn:[9,30,55],tutori:[34,39,40,41,43,44,49,50,51,52,57,59],tweet:63,twelv:64,twitter:63,two:[2,3,8,9,10,16,22,23,24,26,30,32,34,39,43,44,48,49,54,55,56,57,59,61,62,63,64],txt:[3,17,24,26,41,44,49,59,61,63],type:[3,8,9,10,12,13,15,16,18,21,24,25,26,27,28,30,32,34,39,41,46,48,49,50,56,57,59,61,62],typedef:[22,27,28],typic:[5,8,34,43,63],ubuntu:[31,36],ubyt:30,uci:13,ufldl:9,uid:50,uint32:25,uint64:27,uint64_t:27,unawar:22,unbalanc:46,unbound:39,unconstrain:63,under:[21,32,33,34,49,60,63],underli:32,understand:[34,43,54,56,63],understand_senti:39,understudi:64,undeterminist:43,unemploi:60,unexist:62,unidirect:9,uniform:[7,9,13,20,30,46,55],uniqu:[16,18,24,46,49],unique_ptr:41,unit:[9,10,17,32,33,34,39,40,62],unittest:28,unittestcheckgrad_ep:45,univ:64,unix:44,unk:[54,64],unk_idx:[59,62],unknown:9,unlabel:63,unlik:[9,62,63,64],unseg:9,unsign:22,unsup:63,unsupbow:63,until:[18,22,44,49,62],untrack:40,unzip:61,updat:[7,9,18,21,22,25,29,33,40,41,44,46,48,63],update_equ:15,updatecallback:41,updatestack:49,upload:[18,24,25],upon:[0,62],upstream:40,uri:49,url:[13,36,63],urls_neg:63,urls_po:63,urls_unsup:63,usag:[2,3,8,9,10,13,15,29,32,43,54,55],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,18,23,29,32,33,34,35,36,39,40,41,43,44,46,48,49,50,54,55,56,57,59,60,61,62,63,64],use_global_stat:9,use_gpu:[9,45,46,48,50,55,56,57,59,61,62,63,64],use_jpeg:56,use_old_updat:[45,46],use_seq:[32,61],used:[2,3,5,8,9,10,11,12,13,15,16,18,23,29,30,32,35,36,39,41,43,44,45,46,48,49,54,56,57,59,61,62,63,64],useful:[2,3,9,10,39,41,48,59,62,63],usegpu:[41,55],useless:44,user:[2,3,7,9,10,13,15,16,20,21,24,26,30,32,34,44,45,46,49,57,59,62],user_id:61,user_info:13,user_nam:20,usercert:20,userid:60,userinfo:13,userkei:20,usernam:[20,40],uses:[3,18,29,39,40,41,46,49,56,57,59,61,64],using:[2,3,5,7,9,10,13,16,17,18,21,22,24,26,30,32,34,39,40,41,43,46,48,49,50,54,55,56,57,59,62,63],usr:[33,44,46,49],usrdict:54,usrmodel:54,usual:[9,13,15,24,32,33,43,46,48,49,63],utf:54,util:[5,33,39,41,43,56,61,63],uuid:19,v28:9,valid:[30,49,57,63],valu:[3,5,7,8,9,11,12,13,15,18,29,32,39,41,46,48,49,55,56,57,62,63],value1:46,value2:46,value_evalu:8,value_rang:13,vanilla:39,vanish:63,vari:[43,49],variabl:[3,9,13,16,32,33,36,41,44,49,50,63],varianc:[9,57],variant:34,vector:[3,9,10,13,16,22,39,41,54,59,61,63,64],vectorenable_parallel_vector:45,verb:[13,62],verbos:26,veri:[3,9,12,21,29,39,43,56,59,63],verifi:41,versa:33,version:[9,10,24,26,31,33,34,36,41,43,44,45,46,49,50,54,56,60,62,63,64],versu:16,vertic:[9,57],vgg:[10,56],vgg_16_cifar:56,via:[18,30,33,40,43,44,49,59],vice:33,view:9,virtual:34,virtualenv:61,visibl:34,vision:56,visipedia:56,visual:[9,34,43],viterbi:62,voc_dim:59,vocab:63,volum:[34,50],volumemount:[49,50],volumn:49,voluntarili:60,vutbr:13,wai:[3,8,9,10,16,22,32,34,39,41,44,48,61,62,64],wait:[11,18,22,40,46],walk:[5,55],wall:62,want:[3,9,10,16,24,30,32,33,34,40,41,46,48,54,57,59,61,62,63],war:60,warn:[9,26],warp:[9,43],warpctc:9,warpctc_dir:9,watch:18,wbia:[49,57],web:34,websit:[56,59,62,63],wei:[62,63],weight:[8,9,10,11,39,41,46,48,56,57],weight_act:10,weightlist:41,weights_:41,weights_t:41,welcom:[17,61,63],well:[24,34,41,46,49,56,59],were:[8,17],west:49,western:60,wether:9,wget:33,what:[7,9,10,11,17,32,40,44,59,61],wheel:33,when:[2,3,7,8,9,13,15,17,18,21,22,24,26,29,36,39,40,41,43,46,48,49,50,54,55,56,62,63,64],whenev:61,where:[3,9,10,11,16,18,32,39,41,43,44,46,48,54,57,62,64],wherea:21,whether:[8,9,10,30,41,46,55,56,61,63,64],which:[0,2,3,5,7,8,9,10,11,13,16,18,20,21,22,24,29,30,32,36,39,40,41,43,44,46,48,49,55,56,57,59,60,61,62,63,64],whichev:55,whl:33,who:[54,57,60],whoever:22,whole:[3,8,13,27,28,49,50,59,60,61,64],whose:[3,9,13,18,39,61,62],why:[10,28],wide:62,width:[8,9,13,27,30,41,56,64],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,34,63],wise:9,with_avx:[34,40],with_avxcompil:33,with_coveragecompil:33,with_doccompil:33,with_doubl:41,with_doublecompil:33,with_dsocompil:33,with_gpu:[34,40],with_gpucompil:33,with_profil:43,with_profilercompil:33,with_pythoncompil:33,with_rdmacompil:33,with_style_check:40,with_style_checkcompil:33,with_swig_pycompil:33,with_test:[34,40],with_testingcompil:33,with_tim:43,with_timercompil:33,within:[9,21,32],without:[8,9,18,22,30,44,63],wmt14:[39,64],wmt14_data:64,wmt14_model:64,wmt:64,wmt_shrinked_data:13,woboq:34,won:[43,57],wonder:3,word2vec:24,word:[3,8,9,13,39,48,58,61,62,63,64],word_dict:[59,62],word_dim:59,word_id:3,word_idx:13,word_slot:62,word_vector:59,word_vector_dim:[9,39,54],words_freq_sort:13,work:[3,5,13,16,17,18,30,33,39,40,41,43,44,46,49,50,59,61],worker:49,workercount:49,workflow:[34,40,49],workspac:[34,46,61],worri:32,wors:55,would:[15,17,18,29,30,34,44,49,55,59,62],wrap:62,wrapper:[10,17,43],writ:61,write:[3,13,16,18,30,34,40,42,44,49,56,61,62,64],write_lock:19,writelin:32,writer:[16,60],written:[61,63],wrong:[3,30],wsize:49,wsj:62,www:[9,13,56,64],x64:33,x_1:9,x_n:9,xarg:[8,41],xgbe0:46,xgbe1:46,xiaojun:63,xmap_read:13,xrang:[30,32,41],xxbow:63,xxx:[16,57,64],xxxx:19,xxxxxxxxx:49,xxxxxxxxxx:49,xxxxxxxxxxxxx:49,xxxxxxxxxxxxxxxxxxx:49,xzf:33,y_predict:32,yaml:[49,61],yancey1989:24,yann:13,yapf:40,year:60,yeild:[15,56],yield:[3,13,16,20,30,32,59,61,62,63],you:[2,3,5,7,9,10,24,32,33,34,36,39,40,41,43,44,46,48,49,54,55,56,57,59,61,62,63,64],your:[3,9,16,17,24,26,33,34,40,41,43,44,48,49,59,63],your_access_key_id:49,your_paddle_source_dir:9,your_secrete_access_kei:49,your_source_root:28,yourself:9,yum:33,yuyang18:[9,10,13],zachari:63,zeng:63,zero:[3,7,9,11,13,18,29,41,46,49,59],zhidao:54,zhou:[62,63],zip:[13,60],zone:49,zxvf:49},titles:["ABOUT","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","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","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","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","&lt;no title&gt;","&lt;no title&gt;","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":27,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":27,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":27,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u8003\u6587\u6863":25,"\u540d\u8bcd\u89e3\u91ca":25,"\u57fa\u672c\u8981\u6c42":27,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5bfc\u51fac":27,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\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":25,"\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":28,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":25,"\u6846\u67b6\u751f\u6210":25,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":25,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":27,"\u7c7b":27,"\u7f16\u8bd1\u9009\u9879":28,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\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":27,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"case":48,"class":[29,41],"filemanager\u8bbe\u8ba1\u6587\u6863":25,"function":[17,54],"new":41,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"return":30,AWS:49,Abs:6,DNS:49,EFS:49,For:50,KMS:49,The:[22,29],Use:[48,50],Using:[22,34,40],With:[24,34],about:0,access:49,account:49,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:49,address:49,addto:9,adversari:55,aggreg:9,aggregatelevel:9,algorithm:[18,59],analysi:63,api:[1,4,28,34],appendix:59,applic:4,approach:43,architectur:[39,59],argument:[26,30,45,48,59],asset:49,associ:49,async:46,attent:39,attribut:7,auc:8,avg:12,aws:49,background:32,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,between:16,bidirect:63,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:64,block_expand:9,book:34,branch:40,brelu:6,bucket:49,build:[33,35,40,50],built:43,cach:3,capi:28,capi_priv:28,cento:33,check:[9,41,44],checkpoint:[18,19],chines:54,choos:49,chunk:8,cifar:13,classif:[8,56],classification_error:8,classification_error_print:8,client:22,clone:40,cloudform:49,cluster:[23,44,48,49],cmake:17,code:[24,40],column_sum:8,command:[47,48,59,64],commit:[40,50],common:46,commun:46,compos:30,concat:9,concept:49,config:[4,48,61,62],configur:[14,39,42,44,49,59,61],conll05:13,connect:9,contain:[34,50],content:[28,43,49],context_project:9,contribut:40,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[56,59],core:49,cos_sim:9,cost:9,cpu:[34,48],creat:[30,40,49,50],creation:21,creator:30,credenti:49,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:30,dat:60,data:[9,13,18,30,32,49,50,54,55,56,59,61,62,63,64],datafeed:13,dataprovid:[3,4,46],dataset:[13,18,21,60,61,64],datatyp:13,date:40,debian:36,decayedadagrad:11,decor:30,defin:[49,59,63,64],delet:[40,49],delv:56,demo:49,depend:33,deploi:24,deriv:41,descript:[26,46,55,60,62],design:[16,18,21,22,23,29,30],destroi:49,detail:[46,56],develop:[34,40,42],devic:48,dictionari:[30,54],differ:48,directori:49,dispatch:[18,21],distribut:[16,18,24,44,46,49],doc:[16,18,21,22,23,29,30],docker:[24,34,50],document:[34,53],dotmul_oper:9,dotmul_project:9,down:49,download:[33,49,50,54,57,61,64],dropout:9,dylib:28,dynam:18,ec2:49,elast:49,embed:[9,54,59],entri:30,environ:24,eos:9,equat:41,evalu:[8,32,61],evalutaion:64,event:[15,16],exampl:[16,17,28,54,55],exercis:56,exp:6,expand:9,expandlevel:9,extern:49,extract:[54,57,61,64],fault:18,featur:[57,60,61,62],field:61,file:[49,50,59,60,61],find:49,first_seq:9,fork:40,format:[18,59],from:[16,33,35],full_matrix_project:9,fulli:9,gan:55,gate:39,gener:[39,55,64],get:[37,50],get_output:9,github:40,gpu:[34,43,46,48],gradient:[22,41],gradient_print:8,group:[9,49],gru:[10,46],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:36,hand:43,handler:[16,27],hook:40,how:[30,42,43],hsigmoid:9,huber_cost:9,iam:49,ident:6,identity_project:9,imag:[9,10,24,34,50,56],imagenet:57,imdb:[13,63],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30,41,55],infer:[15,59],info:57,ingredi:16,ingress:25,init_hook:3,initi:[22,48,49],input_typ:3,inspect:49,instal:[33,35,36,49,59],instanc:49,integr:49,interfac:[13,18,22,23,30,57],interpol:9,introduct:[2,54,57,63,64],isn:30,issu:40,job:[18,24,44,49,50],join:9,keep:40,kei:49,kill:44,kube:49,kubectl:49,kubernet:[24,49,50],label:62,lambda_cost:9,last_seq:9,launch:44,layer:[9,16,41,48],learnabl:9,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,line:[47,59],linear:[6,32],linear_comb:9,list:[19,30],local:[40,48,49],log:[6,59],logic:21,logist:59,lstm:[10,46,62,63],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:30,master:[18,21,24],math:9,matrix:46,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:61,mini:30,minibatch:13,misc:9,mix:[9,48],mnist:[13,55],model:[3,4,14,16,22,32,34,38,39,44,48,54,55,56,57,58,59,64],modifi:50,momentum:11,movi:[60,61],movielen:[13,60,61],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,name:49,nce:9,need:[30,43],network:[10,39,48,55,56,57,59,61,62],neural:[39,56,59,61,62],neuralnetwork:32,nlp:[10,46],non:3,norm:9,nvprof:43,nvvp:43,object:[18,61],observ:[54,57],onli:[30,34],optim:[11,18,22,42,59],option:[26,33,54],order:26,origin:40,outlin:45,output:[44,49],overview:59,packag:36,pad:9,paddl:[30,31,50],paddlejob:24,paddlepaddl:[16,34,35,49,53,54,64],pair:49,parallel_nn:48,paramet:[7,9,15,16,18,22,23,24,29,46,47,49,54,57],paraphras:54,partit:22,pass:48,path:26,perform:[43,46],persist:21,pfsclient:[25,26],pfsserver:25,pnpair:8,point:49,pool:[9,12],power:9,pre:40,precision_recal:8,predict:[5,56,57,61,62,63],prefetch:30,prelu:9,prepar:[32,44,49,54,55,56,61,63,64],preprocess:[54,56,59,61,64],prerequisit:44,pretrain:[54,64],print:8,privat:49,problem:32,process:[18,22,24],profil:43,project:17,provid:[3,30,59,61,62],pull:40,push:40,pydataprovider2:3,python:[5,24,30,34,41,57,59,61],queue:[18,21],quick:59,randomnumb:46,rank:8,rank_cost:9,rat:61,rate:60,reader:[13,16,30],recoveri:18,recurr:[9,10,39,59],recurrent_group:9,refer:[3,43,62,63],region:49,regress:[32,59,61],regular:22,relu:6,remot:23,render:49,repeat:9,request:40,requir:[17,33,40],reshap:9,resnet:57,result:[44,50,64],retri:21,revis:54,rmsprop:11,rnn:[38,39,46],role:62,rotat:9,route53:49,row_conv:9,run:[44,50,62],runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,script:50,secur:49,select:22,selective_fc:9,semant:62,sentiment:[13,63],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:39,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,24,46,49],servic:49,set:47,setup:[33,49],sgd:46,share:16,shuffl:30,sigmoid:6,simpl:[32,39],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[33,35],span:33,spars:[22,23,48],specifi:[48,54],split:61,spp:9,squar:6,squarerootn:12,stack:63,standard:59,stanh:6,start:[16,37,40,49,50,59],startup:50,store:18,structur:55,subcommond:26,submit:24,suffici:30,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:59,synopsi:26,system:49,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tear:49,templat:49,tensor:9,test:[40,41,46,48,61,62,63],text:64,text_conv_pool:10,timer:43,tip:43,todo:[19,20],toi:55,toler:18,tool:43,train:[15,16,18,23,24,30,32,34,44,46,48,49,50,54,55,56,59,61,62,63,64],trainer:[15,18,22,24,49,61],tran:9,trans_full_matrix_project:9,transfer:59,tune:[43,46],tutori:[54,56,58,62,63,64],ubuntu:33,uci_h:13,unit:[41,46],updat:[16,23,49],usag:[30,34,42],use:30,user:[18,54,60,61,63,64],util:8,value_print:8,vector:46,verifi:49,vgg_16_network:10,visual:57,volum:49,vpc:49,warp_ctc:9,what:43,why:[30,43],wmt14:13,word:[54,59],work:34,workflow:64,workspac:44,wrapper:41,write:[41,59],yaml:50,zoo:[57,58]}})