Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/functions_operators_layers","design/gan_api","design/graph","design/if_else_op","design/infer_var_type","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/optimizer","design/parameters_in_cpp","design/program","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/tensor_array","design/var_desc","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_en","v1_api_tutorials/gan/index_en","v1_api_tutorials/imagenet_model/resnet_model_en","v1_api_tutorials/quick_start/index_en"],envversion:50,filenames:["api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/if_else_op.md","design/infer_var_type.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/optimizer.md","design/parameters_in_cpp.md","design/program.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/tensor_array.md","design/var_desc.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_en.md","v1_api_tutorials/gan/index_en.md","v1_api_tutorials/imagenet_model/resnet_model_en.md","v1_api_tutorials/quick_start/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":84,"00186201e":4,"00m":68,"01852v1":8,"03m":68,"0424m":68,"0473v3":9,"055ee37d":74,"0630u":68,"06u":68,"0810u":68,"08823112e":4,"0957m":68,"0ab":8,"0rc1":49,"0rc2":49,"100gb":68,"100gi":74,"10g":27,"10m":68,"1150u":68,"11\u5b9e\u73b0\u4e86c":37,"11e6":75,"12194102e":4,"124n":68,"13m":75,"1490u":68,"15501715e":4,"1550u":68,"15mb":84,"16mb":84,"16u":68,"173m":83,"173n":68,"1770u":68,"18ad":74,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":75,"197u":68,"1gb":68,"1st":[81,83],"210u":68,"211839e770f7b538e2d8":9,"215n":68,"228u":68,"234m":83,"2520u":68,"252kb":84,"25639710e":4,"25k":84,"2680u":68,"27787406e":4,"279n":68,"27m":68,"285m":68,"2863m":68,"28m":68,"28x28":2,"2977m":68,"2cbf7385":74,"2nd":8,"302n":68,"30u":68,"32777140e":4,"328n":68,"32u":68,"32x32":12,"331n":68,"3320u":68,"36540484e":4,"365e":74,"36u":68,"3710m":68,"3768m":68,"387u":68,"38u":68,"3920u":68,"39u":68,"4035m":68,"4090u":68,"4096mb":71,"4279m":68,"43630644e":4,"43u":68,"448a5b355b84":75,"4560u":68,"4563m":68,"45u":68,"4650u":68,"4726m":68,"473m":75,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":71,"4yf":8,"50bd":74,"50gi":74,"51111044e":4,"514u":68,"525n":68,"526u":68,"53018653e":4,"536u":68,"5460u":68,"5470u":68,"54u":68,"5690m":68,"573u":68,"578n":68,"5798m":68,"586u":68,"58s":75,"5969m":68,"5delta":8,"6080u":68,"6082v4":8,"6140u":68,"6305m":68,"639u":68,"655u":68,"6780u":68,"6810u":68,"682u":68,"6970u":68,"6ce9":74,"6node":69,"704u":68,"70634608e":4,"7090u":68,"72296313e":4,"72u":68,"73u":68,"75u":68,"760u":68,"767u":68,"783n":68,"784u":68,"78m":68,"7eamaa":12,"7kb":75,"8250u":68,"8300u":68,"830n":68,"849m":68,"85625684e":4,"861u":68,"8661m":68,"892m":68,"901n":68,"90u":68,"918u":68,"9247m":68,"924n":68,"9261m":68,"93137714e":4,"9330m":68,"94u":68,"9530m":68,"96644767e":4,"983m":68,"988u":68,"997u":68,"99982715e":4,"99m":83,"99u":68,"9f18":75,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":29,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":20,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":29,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":29,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":49,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":29,"\u4e0a\u4f20\u65b9\u6cd5":49,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":29,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":21,"\u4e0b\u8f7d":29,"\u4e0b\u8f7d\u5230\u672c\u5730":29,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":37,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":29,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":36,"\u4e0d\u4f7f\u7528c":36,"\u4e0d\u4f7f\u7528swig":36,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":36,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":36,"\u4e0d\u5728":37,"\u4e0d\u5bb9\u6613\u51fa\u9519":29,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":36,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":36,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":36,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":21,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":29,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":49,"\u4e0e\u53ef\u80fd\u6709\u7684":49,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":36,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":37,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":36,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":36,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":49,"\u4e2a\u6027\u5316\u63a8\u8350":49,"\u4e2d":[36,37],"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5b8c\u5168\u4e00\u81f4":36,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":37,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":21,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":29,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":37,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":29,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":37,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":36,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":37,"\u4e5f\u4e0d\u751f\u6210":37,"\u4e66\u5199":36,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec5\u4ec5\u4f7f\u7528":36,"\u4ece":49,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":20,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":20,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":37,"\u4ed6\u662f\u5c06":37,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":36,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":36,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":21,"\u4ee3\u8868shard\u7684index":21,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":21,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":21,"\u4ee5\u4e0b":21,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":29,"\u4ee5\u53canumpi":21,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":20,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":36,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":36,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f20\u5165":21,"\u4f46":37,"\u4f46\u4e0d\u66b4\u9732":37,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":49,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":49,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":37,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":36,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":36,"\u4f7f\u7528":[37,49],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u52a8\u6001\u5e93":36,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":37,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":37,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":20,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":36,"\u4f7f\u7528c":37,"\u4f7f\u7528c99\u505a\u63a5\u53e3":36,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":36,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":36,"\u4f7f\u7528regress":49,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":36,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":36,"\u4f7f\u7528void":36,"\u4f8b\u5982":[21,36,37,49],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":36,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":36,"\u4f8b\u5982\u5bf9\u4e8epython":36,"\u4f8b\u5982c":36,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":36,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":36,"\u4f8b\u5982python\u7684":36,"\u4f9d\u6b21\u7c7b\u63a8":49,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":36,"\u4fee\u590d\u6240\u6709bug\u540e":49,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":49,"\u4fee\u590dubuntu":49,"\u4fee\u6539\u6210":49,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":49,"\u505a\u63a5\u53e3":36,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":37,"\u5176\u4e2d":[36,49],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":37,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":49,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":37,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":37,"\u5177\u4f53\u8bf7\u53c2\u8003":37,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":36,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":36,"\u518d\u57fa\u4e8e":49,"\u5199\u4ee3\u7801":36,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u540d\u4e3a":37,"\u51fd\u6570\u547d\u540d":36,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u652f":49,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":49,"\u5206\u652f\u4e2d":49,"\u5206\u652f\u4e3a\u5f00\u53d1":49,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":49,"\u5206\u652f\u4e3a\u7a33\u5b9a":49,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":49,"\u5206\u652f\u5408\u5165":49,"\u5206\u652f\u5408\u5165master\u5206\u652f":49,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":49,"\u5206\u652f\u540d\u4e3a":49,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":49,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":49,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":49,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":49,"\u5206\u7247":20,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":20,"\u5219\u5ffd\u7565":20,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":20,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":37,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":20,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":20,"\u5230":20,"\u529f\u80fd":29,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":49,"\u52a8\u6001\u5e93":36,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":37,"\u5305\u62ec":21,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u534f\u540c\u5b8c\u6210releas":49,"\u5355\u4e2a\u503c":21,"\u5355\u70b9\u6545\u969c":20,"\u5373":37,"\u5373\u4f7f\u7528":37,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":37,"\u5373\u4f7fc":37,"\u5373\u4f8b\u5982":37,"\u5373\u4fbfpaddl":37,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":37,"\u5373\u66b4\u9732":37,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":36,"\u53c2\u6570":36,"\u53c2\u8003":[29,36],"\u53cc\u5411\u9a8c\u8bc1":29,"\u53d1\u5e03\u5230dockerhub":49,"\u53d1\u5e03\u5230github":49,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":20,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":37,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":36,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":20,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":20,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":36,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":21,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":20,"\u53ef\u4ee5\u7528":29,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":21,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":49,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":20,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":20,"\u540c\u65f6\u518d\u5c06":49,"\u540c\u65f6\u63d0\u8d77":49,"\u540d\u5b57\u4fee\u9970":36,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":49,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":36,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u548c":[21,36,37,49],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":21,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":20,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":20,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":36,"\u56fe\u50cf\u5206\u7c7b":49,"\u5728":[37,49],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":20,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":21,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":49,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":37,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":21,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":20,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":37,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":20,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":20,"\u5728\u672c\u6587\u6863\u4e2d":29,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":21,"\u5728\u6837\u4f8b\u4e2d":37,"\u5728\u7528\u6237\u4f7f\u7528c":37,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":49,"\u5728\u8fd9\u4e2a":49,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":36,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":49,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":37,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":37,"\u5728c":36,"\u5728c\u7684\u5934\u6587\u4ef6":36,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":21,"\u5728paramet":20,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":37,"\u5747\u662f\u5728":37,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":29,"\u591a\u4e2a\u503c":21,"\u591a\u4e2aparamet":20,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":36,"\u5982\u56fe\u4e2dtrainer":20,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":20,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":36,"\u5982\u679c\u5931\u8d25":49,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":20,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":21,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":49,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":37,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":37,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":37,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":36,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":49,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":36,"\u5982\u679cparamet":20,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b66\u4e60\u6210\u672c\u9ad8":36,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":37,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":29,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":21,"\u5b9e\u73b0\u7b80\u5355":36,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":36,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":36,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":36,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":36,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":37,"\u5bf9\u4e8e\u6bcf\u79cdc":37,"\u5bf9\u6bd4":36,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":37,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":49,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":37,"\u5c06":49,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u5927\u91cf\u7684":36,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":49,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":49,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":36,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e76\u4e14\u4f7f\u7528":37,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":36,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":29,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":29,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":36,"\u5e76\u5220\u9664":49,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":49,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5c06c":37,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":36,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":49,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":49,"\u5efa\u8bae":49,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":37,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":49,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":49,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":49,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":37,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":49,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":37,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":29,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":36,"\u5f97\u4f7f\u7528":36,"\u5fc5\u8981":37,"\u60c5\u611f\u5206\u6790":49,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":37,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":36,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":21,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":29,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":36,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":29,"\u6211\u4eec\u9009\u62e9":21,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":21,"\u6216\u8005":[36,37],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":20,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":21,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":21,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":20,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":29,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":37,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":37,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":37,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":36,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":37,"\u628a":21,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":21,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":20,"\u63a5\u53e3":[36,37],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":37,"\u63a5\u53e3\u662f":21,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":29,"\u63a7\u5236\u7528\u6237\u6743\u9650":21,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":29,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":29,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":29,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":21,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":29,"\u6570\u636e":29,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":36,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":29,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":21,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":21,"\u6587\u4ef6":36,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":29,"\u6587\u4ef6\u5185\u5bb9\u4e3a":36,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":20,"\u6587\u4ef6\u5bf9\u5e94\u7684data":21,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":29,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":49,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":49,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":29,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":36,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":21,"\u65e0\u8bba\u662f\u4ece":21,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":21,"\u65f6":20,"\u662f":29,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":36,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":37,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":36,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":37,"\u662f\u56e0\u4e3ac99\u652f\u6301":36,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":29,"\u662f\u6307":37,"\u662f\u7528\u6237\u4f7f\u7528c":37,"\u662fc":37,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":37,"\u6700\u540e\u5220\u9664":49,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":36,"\u6709\u6807\u51c6\u7684":36,"\u6709\u7684\u65f6\u5019":36,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":49,"\u672c\u6587\u6863\u63cf\u8ff0paddl":37,"\u673a\u5668\u7ffb\u8bd1":49,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u786e\u4fdd\u628a":36,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":36,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":37,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":49,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":20,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":20,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":20,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":36,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6bcf\u4e00\u4e2a":49,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":21,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":21,"\u6bcf\u4e2adata":21,"\u6bcf\u4e2aparamet":20,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":20,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":21,"\u6bcf\u969410\u5206\u949f":20,"\u6bd4\u5982":21,"\u6bd4\u5982\u5c06":49,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":20,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":21,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":21,"\u6ce8":20,"\u6d4b\u8bd5docker\u955c\u50cf":49,"\u6d6e\u70b9\u578b\u6570\u636e":21,"\u7136\u540e\u5728etcd\u7684":20,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":29,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":29,"\u7248\u672c\u5206\u652f":49,"\u7248\u672c\u53f7":49,"\u7248\u672c\u53f7rc":49,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":49,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":36,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":21,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":21,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":36,"\u751f\u6210\u6587\u6863":36,"\u751f\u6210\u7684":21,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210api\u6587\u6863":36,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":29,"\u7528":29,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":21,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":21,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":37,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":21,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":37,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":21,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":29,"\u7528\u6237\u901a\u8fc7c":37,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":20,"\u7531\u4e8ec":36,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":29,"\u7531\u4e8epypi":49,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":29,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":36,"\u7684\u5934\u6587\u4ef6":36,"\u7684\u63a5\u53e3\u6837\u5f0f":36,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":36,"\u7684\u7f29\u5199":29,"\u7684\u89c4\u8303":36,"\u7684\u89d2\u5ea6":21,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":21,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":20,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":36,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":29,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":36,"\u76ee\u5f55\u4e0b":37,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":36,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":37,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":36,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":36,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":36,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u7b2c\u4e00\u4e2atag\u4e3a":49,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":49,"\u7b2c\u4e8c\u4e2a\u4e3a":49,"\u7b49":37,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":37,"\u7b49\u6587\u4ef6":37,"\u7c7b\u4f3c":37,"\u7c7b\u540d\u548cc":36,"\u7c7b\u578b":36,"\u7ea2\u697c\u68a6":81,"\u7ed3\u8bba":36,"\u7edf\u4e00\u7528":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":36,"\u7f16\u8bd1\u578b\u8bed\u8a00":36,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":49,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":49,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":49,"\u7f16\u8bd1c":37,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":49,"\u7f16\u8bd1ubuntu\u7684deb\u5305":49,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":37,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":36,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":37,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":29,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":20,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":36,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":36,"\u800c\u5bf9\u4e8egolang":36,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":36,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":37,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":36,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":37,"\u826f\u597d\u7684\u6587\u6863":36,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":37,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":36,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":36,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba9paddle\u6838\u5fc3\u4e2d":37,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":49,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":49,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":49,"\u8bbe\u7f6e":37,"\u8bc6\u522b\u6570\u5b57":49,"\u8bcd\u5411\u91cf":49,"\u8be6\u7ec6\u8bbe\u8ba1":29,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":49,"\u8bf4\u660e":20,"\u8bf7\u53c2\u8003":37,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":21,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":20,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":49,"\u8fd8\u662f\u4ece":21,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":37,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":37,"\u8fd9\u4e09\u4e2a\u5206\u652f":49,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":37,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":37,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":37,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":36,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":36,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":37,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":37,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":37,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":37,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":21,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":21,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":36,"\u8fd9\u662f\u56e0\u4e3a":36,"\u8fd9\u6837":37,"\u8fd9\u6837\u4fdd\u8bc1":49,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":21,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":29,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":36,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":49,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":29,"\u901a\u5e38":37,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":20,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":37,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":29,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":49,"\u90a3\u4e48":37,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":36,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":29,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":20,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":36,"\u91cd\u547d\u540d\u6210":36,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":36,"\u9519\u8bef\u5904\u7406":36,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":36,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":36,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":37,"\u9700\u8981":21,"\u9700\u8981\u4fee\u6539build":49,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":29,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":37,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":49,"\u9700\u8981\u5f15\u7528":37,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":36,"\u9700\u8981\u6ce8\u610f\u7684\u662f":49,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":37,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":49,"\u9ed8\u8ba4256k":29,"abstract":[50,64,71],"api\u4e2d\u4f7f\u7528":36,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":37,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":37,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":37,"api\u63a5\u53e3":29,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":37,"api\u65f6":37,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":37,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":37,"api\u66b4\u9732\u7684\u7c7b\u578b":37,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":37,"api\u7684\u5b9e\u4f8b":37,"api\u7684\u5b9e\u73b0\u7ec6\u8282":37,"api\u7684\u63a5\u53e3":37,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":37,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":37,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":37,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":37,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":49,"boolean":[30,34,36],"break":[18,53,84],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":49,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":49,"byte":29,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":36,"c\u6709\u6807\u51c6\u7684abi":36,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":36,"case":[8,22,37,43,44,47,55,57,61,64,65,68,72,74,79,82,84],"char":24,"class":[4,5,6,7,8,9,10,11,12,14,15,17,31,33,35,36,39,41,44,47,48,50,51,52,53,66,70],"const":[17,22,24,35,40,48,50,52,53,64,65,66],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":37,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":37,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":37,"core\u6982\u5ff5":37,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"deb\u5305":49,"deb\u5305\u7f16\u8bd1\u95ee\u9898":49,"default":[2,6,7,8,9,11,12,14,15,17,18,32,35,38,42,50,51,52,54,57,62,65,69,71,73,74,75,79,84],"enum":[22,24,41,51,52,54],"export":56,"final":[8,9,16,38,53,55,56,63,64,65],"float":[2,6,7,8,10,12,35,52,55,64,65,66,68,73,81,83],"function":[2,4,8,9,10,12,15,17,19,23,24,25,27,33,35,38,39,40,41,43,44,45,47,48,50,52,53,55,61,64,65,66,68,69,71,79,82,84],"golang\u53ef\u4ee5\u4f7f\u7528":36,"golang\u7684":36,"h\u5e76\u4e0d\u56f0\u96be":36,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"import":[2,4,7,8,15,17,18,32,34,38,41,45,50,55,61,65,68,74,81,82,83,84],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":29,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":21,"instance\u5305\u6db5\u4e24\u4e2a\u503c":21,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":21,"int":[2,6,7,8,9,12,17,22,23,24,27,34,35,36,37,41,42,43,51,52,53,54,64,66,73,84],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":36,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":49,"long":[1,8,9,12,57,68],"model\u505a\u5206\u652f\u7ba1\u7406":49,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,42,43,44,46,47,52,53,62,63,67,74,75,79,82,84],"note\u7684\u4e66\u5199":49,"null":[8,64,71],"org\u76ee\u524d\u9075\u5faa":49,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":36,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":36,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":36,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":36,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":37,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":36,"paddle\u7684c":37,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":37,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":36,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":37,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":36,"paddle_\u7c7b\u578b\u540d":37,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":37,"paddlepaddle\u4f7f\u7528git":49,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":49,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":49,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":49,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":49,"patch\u53f7":49,"patch\u53f7\u52a0\u4e00":49,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":29,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":29,"pfsserver\u63d0\u4f9brest":29,"public":[12,17,31,35,48,50,52,53,64,65,66,69,74,75],"py\u4e2d":49,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":49,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"release\u9875\u9762":49,"return":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,31,32,35,38,39,41,42,44,46,48,50,52,53,55,61,64,65,66,74,82,83,84],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":21,"server\u4e4b\u4e0a":20,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":20,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":20,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":20,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":20,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":20,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":20,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":20,"server\u751f\u6210\u4e00\u4e2auuid":20,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":20,"server\u7684\u6570\u636e\u5feb\u7167":20,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":20,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":20,"short":[8,9,32,42,50,53,55,65],"static":[14,24,37,50,52,74,79],"super":[42,64],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":36,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":36,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":36,"swig\u76f4\u63a5\u8bfb\u53d6c":36,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":36,"switch":[17,37,46,74],"tag\u4e3a":49,"throw":74,"true":[2,6,7,8,9,11,12,14,15,17,22,34,39,41,43,52,53,55,61,64,71,73,74,83],"try":[10,18,19,22,23,24,43,50,62,68,82],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":37,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":49,"var":[17,31,33,34,39,41,42,47,50,53],"void":[17,22,24,31,35,36,37,41,51,52,64,65,66],"wheel\u5305":49,"while":[1,2,6,12,17,26,40,43,50,57,61,65,66,71,82,84],AGE:[74,75],AWS:[21,67,76,77],And:[2,7,8,10,12,14,16,22,26,27,28,32,43,44,50,61,73,74,75,81,83],But:[2,8,9,12,16,31,50,79],EOS:8,For:[1,2,7,8,9,10,12,14,15,17,23,24,25,27,31,33,35,38,40,41,42,43,44,46,47,48,51,52,54,55,56,57,61,63,64,65,66,68,69,70,71,73,79,81,83,84],Has:2,IDE:62,IDs:[12,26,84],IRs:44,Ids:84,Into:74,Its:[2,51,61,65,74],K8s:79,NMS:8,NOT:[42,65],Not:[15,19,69,79],ONE:2,OPs:[44,45],One:[7,9,14,16,26,46,50,61,64,71,82,84],Ops:[47,52,65],PFS:29,QoS:75,Such:[35,42,53],THE:2,TLS:[15,29,74],That:[8,12,43,57,71,73],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,28,30,37,38,41,42,43,44,45,46,50,51,52,53,54,55,56,57,58,61,62,63,64,65,66,68,69,71,73,74,75,80,81,82,83,84],Their:[2,8,19],Then:[4,8,9,31,35,56,57,61,63,64,68,74,75,81],There:[7,8,12,14,15,17,18,19,24,26,27,30,38,40,42,50,51,55,57,65,68,74,82,83,84],These:[7,17,33,39,51,52,69,73],Use:[2,7,12,15,30,43,47,57,64,68,71,72,74],Used:[9,47],Useful:2,Using:[19,47,50,62,66,75],VMs:62,VPS:74,WITH:63,Will:[12,14],With:[2,8,9,41,53,55,82],YES:27,Yes:[57,62],___fc_layer_0__:74,__doc__:52,__file__:27,__gradient_machines__:14,__impl__:52,__init__:[32,39,42,53,64],__main__:[32,83],__metaclass__:65,__name__:[32,83],__param_conf__:14,__rnn_step__:61,__tmp_params__:14,__va_args__:48,_binari:18,_create_global_var:42,_error:82,_librari:18,_link:9,_loss:32,_op:65,_proj:8,_res2_1_branch1_bn:83,_source_language_embed:[61,81],_target_language_embed:[61,81],_test:18,a_op:65,aaaaa:21,aaaaaaaaaaaaa:74,abc:8,abil:32,abl:[8,15,35,39,42,44,46,54,79,82],about:[4,8,9,17,18,27,30,38,44,50,52,55,65,68,70,71,74],abov:[2,4,7,8,15,17,18,19,23,31,33,38,39,41,42,44,46,52,53,55,57,62,63,65,66,68,74,75,79,82,83,84],abs:[8,9,16,32,82],abs_numerical_grad:16,absolut:[1,69],acceler:[20,73],accept:[2,4,6,8,12,15,43,47,84],access:[1,8,9,15,18,23,26,27,42,44,61],accessmod:74,accessor:42,accomplish:57,accord:[1,2,7,8,16,24,33,44,45,47,53,65,69,70,71,73],accordingli:[4,7,8,64],account:[47,79],accrodingli:22,accumul:[19,24],accur:[16,26],accuraci:[7,64,84],achiev:68,ack:71,across:[8,12,38],act:[8,9,17,42,44,46,53,55,61,84],act_output:52,act_typ:84,action:74,activ:[4,9,13,18,42,44,52,55,56,61,64,66,71,84],activi:9,actual:[2,22,32,52,55,66],adadelta:84,adagrad:[51,84],adagradoptim:39,adam:[15,24,32,84],adamax:84,adamoptim:[81,84],adapt:[7,10,14,55],add:[2,8,9,12,14,16,17,18,22,26,31,34,39,42,44,45,47,50,55,56,62,63,64,65,66,68,73,84],add_activ:42,add_bia:42,add_depend:18,add_execut:18,add_input:[38,64],add_memori:38,add_output:38,add_scalar:[17,41],add_sum:42,add_test:[18,64],add_to:8,add_two:[17,38],add_unittest_without_exec:64,addattr:[52,65],addbia:64,addcom:[52,65],added:[2,7,14,17,45,63,64,65],adding:83,addinput:[52,65],addit:[8,9,47,53,57,65,66,84],addop:[31,66],addoutput:65,addr:19,address:[19,24,44,46,57,68,71,79],addrow:64,addtion:69,addtolay:8,addtyp:52,adjust:55,admin:79,administr:[26,62,79],adopt:32,advanc:[16,61,68,71],advantag:16,adversari:[32,43],advic:68,affect:[8,17],afford:23,afi:2,aforement:[18,69],after:[8,9,12,17,18,23,24,26,30,40,42,44,45,56,57,61,63,64,65,66,69,71,73,74,75,82,83,84],again:[15,19,68],against:74,age:12,agg_level:8,aggreg:74,ago:18,aid:68,aistat:8,alex:8,alexnet_pass1:73,alexnet_pass2:73,algorithm:[8,10,23,55,61,81],alia:[5,6,8],align:[8,9,12],all:[2,6,7,8,10,14,15,17,18,19,22,24,26,27,28,30,32,33,37,38,39,41,42,44,46,47,52,55,57,61,62,63,64,66,68,69,70,71,73,74,75,79,81,82,83,84],alloc:[6,24,27,64,66,73],allow:[15,24,44,57,63,64,68,71,74,84],allow_only_one_model_on_one_gpu:[70,71,73],almost:[55,62,69,81],alpha:18,alreadi:[18,19,42,44,45,50,57,68,69,71,74,75],alreali:70,also:[1,2,8,9,12,15,17,18,22,25,31,32,33,40,41,42,43,50,52,53,56,57,61,62,64,65,68,69,75,79,82,83,84],altern:65,although:55,altogeth:79,alwai:[4,8,9,14,18,43,46,51,55,71,74],amazon:[74,75,84],amazonaw:74,amazonec2fullaccess:74,amazonelasticfilesystemfullaccess:74,amazonroute53domainsfullaccess:74,amazonroute53fullaccess:74,amazons3fullaccess:74,amazonvpcfullaccess:74,ambigu:43,amd64:[56,74],among:74,amount:68,analysi:[55,68],analyz:84,ancestor:[41,42],andd:74,ani:[1,2,8,9,12,15,18,19,24,26,27,35,42,43,44,45,46,62,65,66,68,74,84],anoth:[2,8,14,15,17,27,42,50,52,57,62,71,74],ans:74,answer:[55,74],anyth:[12,43,63,74],anytim:32,api:[12,14,15,18,24,25,27,29,31,32,38,40,47,49,53,54,56,64,65,68,74,78,79,80,82,84],api_shar:18,api_test:18,api_trainer_config_helpers_lay:61,apiserv:74,apivers:[74,75],appear:33,append:[2,14,42,43,61,64,69],append_gradient_machin:14,append_op:42,append_oper:42,appleclang:56,appleyard:68,appli:[8,32,33,50,61,64,84],applic:[33,42,47,57,65,68,74,75,79],applyl1:22,appoint:65,appreci:63,approach:[8,40,44,45,79],apt:56,arbitrari:[8,44,66],architectur:81,archiv:[12,36,37],area:32,arg:[2,7,9,39,52,55,65,70,82,83,84],arg_nam:8,argument:[2,4,8,12,17,22,23,39,40,42,46,61,64,71,72,81,82,83],argv:83,arn:74,around:[2,8,26,42,74,79],arrai:[4,6,8,12,14,24,33,41,42,43,47,53,55,65,83],arrang:53,arrow:32,art:55,articl:[33,62,63,69,75],artifact:74,artifici:82,arxiv:[8,9,32,82],as_row_vector:8,as_step_input:17,ask:[19,26,62],assign:[7,8,23,66,71,74,79],associ:[40,48,66],assum:[7,8,17,44,61,73,81],assur:1,astyp:[43,65,82],asyc:19,async:[19,70],async_count:71,async_lagged_grad_discard_ratio:71,async_lagged_ratio_default:[70,71],async_lagged_ratio_min:[70,71],asynchron:[19,71],atla:56,atlas_root:56,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9,57],attr1:8,attr2:8,attr:[6,8,9,17,41,42,52,61,65],attr_map:52,attrdesc:41,attribut:[2,8,9,13,17,41,45,47,50,52,53,64,65,81],attributemap:65,attrproto:52,attrtyp:[41,52,65],attrvalu:52,auc:70,aucvalidationlay:71,authent:74,author:[29,74,83],authorized_kei:69,auto:[17,22,36,47,50,53,64,65,66,68],autom:74,automak:56,automat:[8,15,24,31,39,44,45,47,52,56,57,61,63,64,65,69,70,71,74],automaticli:8,avail:[19,24,45,46,56,74,79],averag:[7,8,11,23,71,83,84],average_test_period:[70,71],averagepool:8,avg:[68,84],avgcost:84,avgpool:[8,84],avoid:[16,17,19,40,68],avx:[56,57,63],await:75,awar:[15,38,42,57,62,74],aws:29,aws_account_id:74,awsaccountid:74,awskeymanagementservicepowerus:74,aync:45,b2t:81,b363:75,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:75,ba5f:74,back:[2,14,19,32,44,57,65],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,32,39,40,48,61,64,71,73],backward_first:61,backward_op:16,backwardactiv:64,bag:84,baidu:[55,75,81],baik:81,bake:44,balanc:[45,71,74,82],bare:[75,79],barrier:71,barrierstatset:68,base:[7,8,11,12,15,23,35,39,44,47,48,53,55,61,62,64,65,68,69,71,74,81,82,84],baseactiv:9,baseev:14,basematrix:64,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[57,62,63,74,75],bashrc:56,basic:[2,8,14,41,47,48,53,57,63,64,84],batch:[2,8,9,10,12,14,15,17,19,21,22,32,34,38,53,64,69,71,74,75,82,83,84],batch_0:83,batch_id:[14,32],batch_im:32,batch_label:32,batch_norm:32,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,43],batch_siz:[2,12,32,55,69,81,82,84],batch_szi:32,batch_z:32,batchnorm:32,batchsiz:[8,64],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:49,beam:[8,61,71],beam_gen:[8,61],beam_search:[14,61],beam_siz:[8,61,70,71,73],becaus:[4,7,8,12,15,17,18,19,24,40,42,43,44,50,51,53,54,61,62,64,66,73,74,84],becom:[45,50,68],been:[2,9,18,23,56,62,84],befor:[4,8,9,19,26,30,33,40,43,57,63,65,69,74,79],begin:[4,7,8,22,24,30,33,64],beginiter:[14,15],beginn:61,beginpass:[14,15],begintrain:15,behavior:68,behind:53,being:[26,43,66,82],belong:[8,44,50],below:[2,8,17,19,24,40,43,44,45,53,54,61,64,68,69,74,82,84],benefit:[9,26,27],bengio:8,besid:[1,8,12,44],best:[8,18,56,57,62,71,84],besteffort:75,beta1:10,beta2:10,beta:[32,83],better:[8,9,18,55,69,74,79,82],between:[7,8,10,14,18,19,24,37,40,45,46,48,50,55,65,66,74,82,84],bgr:83,bi_gru:9,bi_lstm:9,bia:[8,9,10,42,61,64,83],bias:[8,64],bias_attr:[8,9,42,55,61],bias_param_attr:9,biases_:64,biasparameter_:64,biassiz:64,bidi:75,bidirect:[8,9,61],big:[45,68,79],bigger:19,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:68,bin:[56,57,69,74,75],binari:[2,7,8,12,18,27,32,44,62,68,74,81,84],bind:[31,50],bison:56,bit:84,bla:56,black:32,blank:[8,74],block:[8,20,22,24,28,35,38,39,44,45,55,64,65,66,68,71,83],block_i:8,block_id:28,block_x:8,blockdesc:[17,33,39,42,47],blockdescbind:35,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[12,47,61,80],bool:[2,6,7,8,9,11,12,14,17,34,42,51,52,53,54,64,71,73,84],boot:[8,61,79],boot_bia:8,boot_bias_active_typ:8,boot_lay:61,boot_stat:53,boot_with_const_id:8,bootstrap:56,bootstrapp:79,borrow:[32,53],bos_id:[8,61],both:[5,6,8,9,15,17,18,19,26,32,35,44,45,51,57,61,64,65,66,68,74,82,83,84],bottleneck:[68,83],bottom:14,bound:8,boundari:44,boundri:7,bow:84,box:[8,32,68],brace:[17,33],brain:26,branch:[8,15,17,18,34,41,44,49,65],breadth:71,break_if:53,brew:56,brief:[18,24,66],briefli:68,bring:66,broadcast:[19,47,79],broken:63,brought:63,brows:57,browser:[57,74],bsd:62,bucket_nam:74,buf:22,buf_siz:12,buffer:[2,12,22,43,50,71],buffer_s:12,buffered_read:43,bug:[63,74],build:[8,12,18,27,33,44,49,52,55,57,59,65,67,71,74,76,77,81,83,84],build_dict:12,build_model:32,built:[18,44,52,53,56,57,62,79,82],bunch:[68,84],button:[63,74],c11:36,c703c041:63,c99:37,c99e:74,cach:[44,84],cache_pass_in_mem:[2,84],cachetyp:[2,84],cacul:9,caff:17,caffe2:17,calc_batch_s:2,calcul:[2,7,8,9,10,16,19,24,61,64,68,71,73,82],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,32,33,38,39,42,44,47,48,50,52,53,55,57,61,62,63,64,65,66,68,71,74,83,84],callabl:[2,6,8,12],callback:64,caller:[16,74],can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,31,32,33,35,38,39,41,42,43,44,45,46,47,48,52,53,55,56,57,61,62,63,64,65,66,68,69,70,71,73,74,75,79,81,82,83,84],can_over_batch_s:2,cancel:[26,63],candid:8,cannot:[46,47,50,53,64,65],capabl:[40,47,56],capac:74,capi:36,capi_prvi:37,caption:55,captur:[55,69],card:69,care:[9,27,43,70,71,79],carefulli:[69,71,83],caret:14,carpedm20:32,cast_to_op_attr:52,cat:[57,83],categori:[8,12,19,84],categorig:12,categoryfil:75,caus:[19,30,65],caution:[74,75],cc_:18,cc_binari:18,cc_test:18,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9],center:2,cento:79,ceph:[21,75],cephf:[21,27,29],certain:[1,39,50,70],certif:[15,29,74],cffi:36,cfg:75,cgo:36,chagn:48,chain:[12,33,64],challeng:[8,19,34],chanc:[15,64,84],chang:[8,12,18,23,27,40,41,43,48,50,55,57,61,63,64,65,66,68,71,74,84],channel:[8,9,68,69,83],channl:[69,83],chapter:38,chapter_data:38,chapter_out:38,charact:84,character:55,characterist:73,check:[2,12,17,18,47,55,56,57,63,65,71,73,74],check_align:12,check_attr:52,check_eq:64,check_fail_continu:2,check_grad:[16,65],check_l:64,check_sparse_distribution_batch:[70,71],check_sparse_distribution_in_pserv:[70,71],check_sparse_distribution_ratio:[70,71],check_sparse_distribution_unbalance_degre:[70,71],checker:47,checkgrad:71,checkgrad_ep:71,checkmark:79,checkout:63,checkpoint:45,checksum:29,child:17,china:57,chmod:[56,74],choic:[18,57],choos:[28,62,71,84],chosen:[1,32],chunk:[23,29,82],chunk_schem:7,chunktyp:7,cifar:82,circl:33,claim:74,claimnam:74,clang:[36,56,57,63],clarifi:7,classfic:83,classic:[8,55],classif:[2,4,8,33,73,83,84],classifi:[8,32,82,83,84],classification_cost:[44,84],classification_error_evalu:[7,82,84],classification_evalu:7,claster:74,clean:[4,17,18,40,47,62,63],clear:[7,18,40,50],clearer:[40,42],clearli:50,cli:74,click:[63,68,74],client:[22,25,47],clip:[6,9,71,84],clock:8,clone:[8,56,57,62],close:[2,43,46,63],closer:55,cloud:[18,19,27,29,30,46,47,79],cloud_read:12,cls:84,cludform:74,cluster:[12,14,15,17,19,24,44,46,70,71,75,84],cluster_train:69,cm469:74,cmake3:56,cmake:[37,56,62,64,65,68],cmakelist:[18,64],cmatrix:[36,37],cmd:75,cna:8,cname:74,cnn:[8,75,83,84],coars:31,code:[2,4,8,12,15,18,26,28,31,32,33,39,40,43,44,45,47,48,52,53,55,56,57,58,61,64,65,66,67,68,69,74,75,82,84],codebas:47,coeff:8,coeffici:8,collabor:19,collect:[8,12,14,55],collectbia:64,color:83,colour:12,column:[7,8,33,43,46,64,81],column_evalu:7,com:[8,9,12,18,32,56,57,62,63,74,75,79,83],combin:[7,8,9,12,14,39,47,50,82],come:[41,53],comma:[14,24,71,81],command:[1,4,18,22,27,30,55,56,57,62,63,64,65,67,68,69,74,75,76,77,81,82,83],commandlin:68,commenc:84,comment:[10,18,52,63,65,84],commit:18,commnun:69,common:[21,61,64,70],common_util:69,commonli:[30,61,68,73],commun:[19,24,25,44,45,64,69,74],compar:[16,18,47,62,64,65,82,84],comparison:18,compat:[2,31],competit:82,compil:[8,18,35,44,48,51,52,54,56,57,62,63,64],complaint:18,complet:[4,8,9,10,12,14,17,19,23,24,29,33,47,64,65,66,74,75,79,84],complex:[1,2,9,26,43,47,61,68,84],complic:[8,31,44,53],compon:[44,53,64],compos:[12,15,31,38,42,47,82],composenotalign:12,composit:31,compress:23,compromis:62,comput:[8,9,15,16,19,39,44,45,46,48,50,54,55,56,57,61,62,64,65,68,73,74,84],computation:[8,61],conat:8,concat:[32,61],concaten:[9,32,38,53],concentr:47,concept:[2,7,15,31,32,38,40,41,46,50,53,54,57,61],conceptu:32,concern:15,concis:[32,53],conclud:65,concret:[47,65],concurr:[19,26,45],concurrentremoteparameterupdat:71,cond:[17,34,41],condit:[8,23,34,44,61,69,75],condtion:32,conduct:68,conf:[4,8,69,81,82,83],conf_paddle_gradient_num:74,conf_paddle_n:74,conf_paddle_port:74,conf_paddle_ports_num:74,conf_paddle_ports_num_spars:74,confid:8,confidence_threshold:8,config:[2,6,8,21,30,55,64,69,70,71,74,75,79,81,82,83,84],config_:[22,71],config_arg:[70,71,73,83,84],config_bas:[7,8,14],config_gener:69,config_lay:64,config_len:24,config_pars:[4,64],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,42,45,55,60,62,64,65,66,68,71,79,81,83],confirm:30,conflict:[50,63],confus:32,congest:71,conll:12,connect:[1,9,27,44,45,55,64,74,75,79,82,83,84],connectionist:8,consequ:[8,9],consid:[7,8,10,56,57,62,68,73,79],consider:[2,9],consist:[7,8,12,23,41,43,47,48,52,65,83,84],consol:[68,74],consolid:17,const_cast:65,constant:[35,46,64,65],constraint:[44,50],construct:[2,4,7,15,38,42,47,50,52,54,61],constructbackwardgraph:33,constructoptimizationgraph:33,constructor:[42,47,50,52,64,65],consum:19,contact:26,contain:[2,7,8,9,11,12,14,15,17,23,28,32,40,42,46,47,48,50,51,52,53,54,58,61,62,63,65,69,74,83,84],containerport:74,content:[24,30,75],content_len:24,context:[8,9,12,50,51,61,65,66,81,84],context_attr:9,context_len:[8,9,84],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,84],contibut:63,contin:74,continu:[2,7,19,71],contrast:8,contribut:[58,62,67],contributor:47,control:[6,17,46,57,63,71,74,75,79],conv2d:32,conv:[9,32],conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[15,39,52,69],convent:[24,65],converg:[69,82],convers:44,convert:[2,4,12,21,43,48,81,83,84],convlay:8,convolut:[8,9,12,32,42,82,83],convoper:8,convtran:8,convtranslay:8,cool:[2,63],coordin:[19,24],copi:[14,15,23,26,30,33,38,53,57,63,74,82],copy_shared_paramet:82,copytonumpymat:82,core:[2,6,37,40,53,62,71],coreo:[74,79],corner:47,corpu:12,correct:[2,8,16,64,65,74],correctli:[7,12,32,64,82],correl:55,correspoind:15,correspond:[2,4,15,17,18,34,38,42,46,47,48,52,55,63,64,65,66],corss_entropi:15,cos:[8,52],cosin:[8,52],cosineop:52,cosineopproto:52,cosineopprotomak:52,cost:[4,10,14,15,33,39,41,44,46,55,71,82,84],cost_id:8,cost_val:44,could:[2,4,8,12,14,15,16,23,38,39,40,41,42,43,44,45,48,57,62,68,69,74,84],count:[7,19,27,43,68,71,73,75,81],counter:[19,23,33],coupl:55,cours:[7,27,62],cover:66,coverag:56,coveral:56,coveralls_uploadpackag:56,cpickl:83,cpp:[16,22,31,36,37,40,45,47,54,63,64,68,84],cpu:[1,2,6,8,16,27,40,44,46,47,49,56,62,65,66,68,71,75,82],cpu_per_p:46,cpu_per_train:46,cpuinfo:57,cpuplac:[65,66],cpusparsematrix:37,crash:[19,68,69,71],crazi:69,creat:[4,6,8,12,14,15,16,17,19,24,29,30,31,32,33,38,39,40,42,48,55,56,57,62,64,65,69,71,79,81,82],create_backward_pass:39,create_bias_paramet:64,create_block:42,create_cloud_job:46,create_doc_str:52,create_input_paramet:64,create_op:65,create_oper:31,create_optimization_pass:39,create_paramet:42,create_python_ops_creatation_funct:52,create_rnn:17,create_rnn_op:38,create_tmp_var:42,create_tmp_vari:42,create_var:42,create_whileloop:53,createargu:82,createfromconfigproto:[4,82],creategradientoper:48,createop:52,createoper:17,createstack:74,createvari:17,creation:[31,74],creationd:74,creator:[12,21,47,48],creator_:48,credenti:30,credit:82,critic:32,crlf:63,crop:83,crop_siz:83,cross:[8,42,65,84],cross_entropi:[8,15,32,46,82],cross_entropy_with_selfnorm:8,crt:29,csc:64,csr:64,ctc:7,ctc_evalu:7,ctest:[57,62,63,65],ctor:42,ctrl:[62,69],ctx:[65,66],cuda:[18,47,56,57,62,68,69,71],cuda_dir:[70,71],cudaconfigurecal:68,cudadevicegetattribut:68,cudaeventcr:68,cudaeventcreatewithflag:68,cudafre:68,cudagetdevic:68,cudagetdevicecount:68,cudagetdeviceproperti:68,cudagetlasterror:68,cudahostalloc:68,cudalaunch:68,cudamalloc:68,cudamemcpi:68,cudaprofilerstart:68,cudaprofilerstop:68,cudaruntimegetvers:68,cudasetdevic:68,cudasetupargu:68,cudastreamcr:68,cudastreamcreatewithflag:68,cudastreamsynchron:68,cudeviceget:68,cudevicegetattribut:68,cudevicegetcount:68,cudevicegetnam:68,cudevicetotalmem:68,cudnn:[8,11,18,56,71],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[70,71],cudnn_convt:8,cudnn_dir:[70,71],cudrivergetvers:68,cuinit:68,cumul:8,curl:[56,74],curli:[17,33],current:[2,8,17,18,19,22,24,38,40,42,45,46,50,53,55,57,61,62,63,64,69,71,74,80,84],current_block:[41,42],current_oper:41,current_word:61,currentcost:84,currentev:84,curv:15,custom:[1,2,15,27,32,47,64,74],custom_batch_read:43,cut:[45,53],cutoff:12,cycl:19,cyclic:8,cython:36,d3e0:74,d_b0:32,d_b1:32,d_b2:32,d_block:32,d_f:32,d_g:32,d_h0:32,d_h0_bn:32,d_h0_relu:32,d_h1:32,d_h1_bn:32,d_h1_relu:32,d_h2:32,d_loss:32,d_loss_fak:32,d_loss_real:32,d_optim:32,d_step:32,d_t:32,d_w0:32,d_w1:32,d_w2:32,dalla:2,danger:2,dangl:62,darwin:74,dash:32,dat:[21,69],data:[0,1,2,4,7,10,14,15,16,17,21,22,23,29,32,33,35,38,39,40,41,42,45,46,47,50,51,52,53,54,56,57,61,64,65,66,68,69,70,71,73,76,83],data_batch_gen:82,data_dir:81,data_fil:55,data_i:32,data_initialz:84,data_lay:[2,22,55,82,84],data_read:[12,43],data_reader_creator_random_imag:43,data_shar:53,data_sourc:82,data_typ:[12,51,54,61],data_x:32,databas:12,datacent:[21,30],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataprovid:[1,55,69],dataprovider_bow:84,dataprovider_emb:84,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,43,55,61,71,81,83,84],datatyp:[51,54],dcgan:[32,82],dcmake_install_prefix:56,ddim:66,dead:19,deal:[79,82],debian:57,debug:[2,16,30,44],decai:10,decar:12,decayr:22,decent:23,decid:[15,26,32,43,48,51,80],declar:[8,17,32,38],decod:[8,9,61],decoder_boot:61,decoder_group_nam:61,decoder_input:61,decoder_mem:61,decoder_prev:9,decoder_s:61,decoder_st:[9,61],deconv:[8,32],deconvolut:8,decor:[2,12,64],decreas:55,decrypt:74,deduc:47,deep:[8,26,32,33,47,55,57,59,68,82,83,84],deeper:[55,57,83],def:[2,8,12,15,16,21,27,31,32,38,39,42,43,52,53,55,61,64,65,82,83,84],def_block:32,defalut:[8,71,73],default_block:32,default_devic:73,default_param_attr:42,default_st:53,default_valu:73,defaultinfervartyp:35,defect:40,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,31,32,38,41,42,43,45,47,50,52,53,55,61,64,66,69,71,81,82],define_py_data_sources2:[2,55,83,84],definit:[2,17,19,23,28,41,44,48,52,53,55,57,65,81,84],definiton:31,degre:8,deisgn:48,delai:[66,71],delar:84,delet:[27,29,80],deletestack:74,delimit:7,deliv:79,delta:[8,16],delv:8,demand:19,demo:[8,12,47,69,75,76,81,82,83,84],demolish:75,demonstr:[55,61,66,82],denot:[65,73,84],dens:[2,8,12,24,25,51,64,74,84],dense_arrai:12,dense_vector:[2,4,12,55],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,28,44,45,51,55,57,62,65,69,73,79],deploi:[8,69,73,79],deploy:[47,69,74,79],deprec:8,depth:17,dequeu:45,deriv:[5,15,34,39],desc:[17,42,52,53],desc_:17,descend:53,descent:[8,19],describ:[15,17,18,23,40,41,42,47,51,52,54,55,63,64,65,66,74,75,82,84],describestack:74,describestackev:74,describestackresourc:74,descript:[4,7,17,18,35,48,51,54,56,63,65,72,74],deseri:[14,40],deserializ:47,desgin:33,design:[2,8,12,22,36,65,79],desir:[19,74,75,81],destin:[24,30],destroi:17,destruct:50,destructor:64,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,30,32,38,42,44,46,50,53,54,56,61,62,63,64,65,66,68,69,72,73,74,75,79,81,82,83,84],detect:[35,57,63],detection_evalu:7,detection_output:7,determin:[2,8,12,17,47,64,82],dev:[47,56,57,62,63,79],dev_ctx:17,devel:56,develop:[18,35,40,42,48,49,56,66,70,71],deverlop:71,deviat:6,devic:[6,28,40,44,46,47,65,66,71],device_context:65,device_context_:65,devicecontext:[17,65],deviceid:73,devid:[8,71],dhcp:79,diagnos:69,diagram:[38,83],diamond:32,dict:[2,7,12,14,42,46,84],dict_fil:[7,84],dict_siz:[12,22],dictionai:84,dictionari:[2,7,8,12,14,15,16,42,46,73,83,84],did:[2,40],diff:63,diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,28,32,34,44,45,46,48,50,53,55,57,61,63,64,65,66,69,71,74,75,81,83,84],differenti:[31,65],difficult:[7,16,55,62],dig:[57,68,74],digit:[2,8],dilat:8,dilation_i:8,dim0:65,dim1:65,dim:[8,12,22,38,47,51,54,64,65,66,81,83,84],dim_:66,dimens:[5,8,9,11,12,32,47,51,53,64,65,66,73,81,84],dimension:[2,55,61,64,66,82,84],dimenst:81,dimes:8,dir:[69,83,84],dirctori:57,direct:[8,9,57,83],directli:[1,2,9,18,25,27,40,44,52,53,55,57,69,75],director:65,directori:[1,8,18,21,26,29,30,56,57,62,63,66,68,69,71,75,80,83,84],diretcoti:83,dis_conf:82,dis_train:82,dis_training_machin:82,disabl:2,disadvantag:42,discard:[12,19,23,63,71],discount:8,discov:19,discoveri:74,discrep:68,discrim:32,discrimin:82,discriminator_train:82,discuss:[15,17,23,24,25,44],disk:[62,75],dispatch:[40,44,69,71],displai:[27,30],dist:49,dist_train:[15,27],distanc:7,distibut:81,distinguish:[18,69,82],distribut:[8,17,23,24,25,26,45,46,47,54,56,67,75,76,77,79,82,84],distribute_test:[70,71],distributedli:[44,64],disucss:15,divid:[10,28,52,54,70],diy_beam_search_prob_so:[70,71],dmkl_root:56,dns:74,do_forward_backward:43,doc:[4,12,38,53,56,57,63,65,66,69],dockefil:62,docker:[49,58,63,74,76,77,79],docker_build:15,docker_push:15,dockerfil:[57,62,63],dockerhub:57,document:[2,4,9,16,29,33,38,47,56,62,63,65,66,73,84],documentari:2,doe:[2,4,9,19,23,24,26,27,40,42,43,44,45,47,48,55,62,64,65,66,68,84],doesn:[6,8,12,15,17,43,46,62,63,68,75],dog:83,doing:[22,26,33,44,68],domain:74,don:[9,15,18,31,33,43,55,62,65,74],done:[7,8,9,18,19,23,24,35,44,48,63,68,74,82],dopenblas_root:56,dot:[9,65,71,83],dot_period:[71,73,82],dotmuloper:8,dotmulproject:8,doubl:[2,8,33,44,56,65,71],down:[68,84],download:[12,18,19,22,26,29,57,79,82,84],doxygen:[56,63],dozen:18,drive:50,drop:[2,9],drop_rat:6,dropout:[6,9,64,84],dropout_r:8,drwxr:75,dst:24,dtoh:68,dtype:[4,42,55,83],due:[23,26,32,42],dummi:[14,23],duplic:45,durat:[23,68],dure:[1,2,8,9,17,19,23,26,27,47,55,64,65,70,71,74,79,84],durn:2,dwith_c_api:37,dwith_doc:56,dwith_profil:68,dwith_python:37,dwith_swig_pi:37,dwith_test:65,dwith_tim:68,dynam:[1,2,24,37,43,56,68,71],dynamic_cast:64,dynamic_recurrent_op:53,e2e:79,each:[1,2,4,7,8,9,11,12,14,16,18,19,22,23,24,26,27,28,33,35,38,40,42,43,44,45,47,48,50,51,52,53,55,57,61,63,64,69,71,73,74,79,81,83,84],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:65,eas:[12,35,43,65,83],easi:[16,43,47,57,64,69,84],easier:[15,43,45,53,62,64],easili:[15,32,43,48,50,55],echo:57,edg:46,edit:[7,57,62,74],editor:[42,57,62],edu:[12,74,75],eeoi3ezpr86c:74,effect:[2,71,74],effici:[1,2,8,44,61,62,64],effort:44,efg:8,efs:74,efs_dns_nam:74,efsvol:74,eigen:[47,65],eigen_test:66,eigen_use_gpu:65,eigenmatrix:66,eigenscalar:66,eigentensor:66,eigenvector:66,either:[8,9,12,14,15,32,34,35,38,68,84],elb:74,elbapis:74,elec:84,electron:[75,84],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,43,45,46,47,65,66,84],element_typ:24,elementari:47,elif:[15,52],els:[15,22,27,32,34,35,44,45,50,52,57,62,64,65,83,84],emac:[57,62],emailweixu:18,emb1:22,emb2:22,emb:[75,84],embed:[15,17,22,35,45,51,53,61],embedding_lay:[22,84],embedding_nam:[8,61],embedding_s:[8,61],emphas:68,empir:8,emplace_back:64,emploi:[52,61],empti:[7,12,19,55,65],enabl:[2,6,8,17,18,23,45,62,68,69,71,74],enable_grad_shar:[70,71],enable_parallel_vector:71,enc_proj:[9,61],enc_seq:9,enc_vec:61,encapsul:[24,46],encod:[9,23,61],encoded_proj:[9,61],encoded_sequ:[9,61],encoded_vector:61,encoder_last:8,encoder_s:61,encount:22,encourag:44,encrypt:74,encrypt_decrypt:74,end2end:79,end:[2,7,8,14,17,40,43,50,55,61,62,63,71,81],end_pass:15,end_po:8,endforwardbackward:14,enditer:[14,15],endpass:[14,15],endpoint:[12,21,74],endtrain:15,engin:[27,68],english:[2,8],enjoi:57,enlarg:65,enough:[17,55,62],enqueu:45,ensembl:9,ensur:[2,19,50,62,64],enter:[17,57],enterpris:47,entir:[8,9,24,26,65],entiti:[7,17,50],entranc:28,entri:[12,23,27,35,62,64,74],entropi:[8,42,84],entry_point:27,enueu:45,enumer:[5,84],env:74,environ:[15,46,56,57,62,63,68,69,70,71,74,75,82],eol:63,eos_id:[8,61],epel:56,epoch:32,epsilon:10,equal:[8,9,19,53,65,71],equat:[7,8,9,10,57,65],equilibrium:82,equip:[56,61],equival:[8,15,17,34,52,79],error:[6,7,8,9,10,15,16,23,30,50,55,64,65,69,71,74,83,84],error_clipping_threshold:6,especi:[2,9,62],essenc:15,essenti:[8,15,28,56,66],estat:55,estim:[8,15,45],eta:75,etc:[7,12,17,43,44,50,57,69,70,73,74,79],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:[69,74],ethternet:69,eval:[7,17,32,46,47,84],evalu:[1,8,13,14,26,28,44,46,68,69,84],evaluate_difficult:7,evalut:55,even:[15,42,43,62,68,71],evenli:[24,74],event:75,event_handl:[14,15],eventu:53,everi:[1,2,7,8,9,12,15,19,23,24,26,33,35,42,45,50,52,61,63,64,65,66,71,84],everyth:[32,44,45,55,63],everywher:62,evid:40,exactli:[2,8,9,57,74],exampl:[1,2,7,8,9,10,12,14,17,27,30,31,32,33,35,38,40,41,42,43,45,47,48,51,53,55,56,57,61,62,63,64,65,66,68,69,70,71,73,74,75,83,84],exceed:8,except:[2,8,12,26,33,53,73,81],exchang:40,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[57,71],execut:[18,19,23,27,28,32,46,48,62,64,68,74],executioncontext:[65,66],executor:[32,39,41],exist:[15,17,19,30,42,43,46,52,53,62,64,66,71,74],exit:[24,30,71,75],expand:64,expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,68],experi:73,expert:18,expir:19,explain:[2,7,19,31,33,69,82],explan:[8,16,27,44,50,56,84],explanatori:[55,57],explicit:[53,64],explicitli:[2,15,46,65,66],explor:8,exponenti:5,expos:[25,53,57,74],express:[15,45,65,74],ext:8,extend:[7,45,53],extens:[26,45,65],extent:37,extern:[2,18,36,37,47],external_librari:18,extra:[6,8,9,44,55,79],extra_lay:14,extraattr:[6,73],extraattribut:8,extract:[7,8,40,44,65,74],extract_fea_c:83,extract_fea_pi:83,extract_para:81,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,68],extremli:1,f120da72:75,f7e3:74,fa0wx:75,fabric:69,face:18,facotr:8,fact:[41,42,83],factor:[6,8,10],factori:36,fail:[2,19,23,46,65,71,73,75],failur:[19,24,65],fake:[32,82],fake_imag:43,faked_imag:32,falloc:29,fals:[2,6,7,8,9,10,12,16,17,34,38,41,43,51,54,55,61,64,65,71,73,75,81,84],false_block:[17,34,41],false_label:43,false_read:43,familiar:[2,55],fanscin:2,fantast:84,far:53,fascinatingli:1,fast:[8,23,48,68],faster:[8,9,19,61,68],fault:[14,23,47],favorit:62,favourit:57,fbd1f2bb71f4:75,fc1:[46,64,73],fc2:[46,73],fc3:73,fc4:73,fc8a365:74,fc8a:74,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[42,52,55,64,73,84],fc_layer_nam:9,fc_mat:14,fc_op:52,fc_out:17,fc_output:52,fc_param_attr:9,fc_without_b:17,fclayer:64,fcop:31,fea:83,fea_output:83,featur:[2,5,8,12,63,71,84],feed:[9,14,15,33,38,44,46,55],feed_dict:[32,46],feeder:12,festiv:2,fetch:[12,19,22,44,61,63,64],few:[2,18,19,43,51,57,62],fewer:[8,42],fg0:8,field1:14,field2:14,field:[8,14,17,35,48,51,52,68,74],fifth:33,figur:[15,18,32,38,42,45,61,64,68,81,82,83],file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,29,30,37,43,44,47,54,55,56,57,61,62,63,64,65,66,69,71,79,81,83],file_list:2,file_nam:[2,55,83,84],filenam:[2,21,42],fileoffset:29,filer:8,filesystem:[26,27,29,44,57,74],fill:[8,19,23,42,74,84],fill_zero_grad:47,filter:[8,9,83],filter_s:[8,9],filter_size_i:8,finali:69,find:[8,10,17,19,26,50,57,68],find_var:16,findop:17,findvar:[17,50],fine:[6,23,31],fingerprint:74,finish:[2,19,23,26,27,52,57,69,74,75],finit:64,first:[2,8,14,15,17,19,23,26,27,30,32,33,38,41,42,44,47,51,52,53,55,57,61,62,63,64,65,66,68,71,73,74,79,81,82,83,84],first_seq:61,firstli:[7,8],firstn:12,firstseen:75,fit:[1,12,47,63],five:[41,68,84],fix:[2,6,36,44,63],flag:[12,65,71,82],flatten:[41,42,66],flexiabl:43,flexibl:[1,8,9,15,24,33,38,44,53,61],float32:[4,12,31,32,42,43,55,65,82,83],floor:8,flow:[17,38,49,63],fly:[55,84],fnt03:74,focu:[2,68],focus:65,folder:[18,21,27,30,56,74],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,31,32,33,34,35,38,41,42,43,45,47,50,51,52,53,56,57,61,62,63,64,65,66,68,69,73,74,75,76,77,79,81,82,83,84],fool:82,forbid:15,forc:42,force_load:36,forest:17,forget:[10,15],fork:8,form:[1,2,8,9,10,68],format:[1,2,7,12,14,16,23,53,55,63,64,65,66,71,74,81],former:[15,18],formula:[8,9,16],formular:8,forth:32,forward:[5,8,9,16,17,22,24,32,39,40,41,47,48,51,61,64,73,82],forward_op:16,forwardactiv:64,forwardbackward:14,forwardtest:4,found:[2,4,8,41,50,56,61,82,84],four:[2,7,33,81,83,84],fp16:[47,54],fp32:[47,54],fp64:54,fpga:46,frame:[7,47,53],framework:[15,17,41,47,50,52,64,65,83,84],free:[12,79],frequenc:[12,68,81,84],frequent:[23,43,47,69],fresh:[26,46],friend:50,friendli:32,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,30,31,32,33,34,38,39,40,41,42,43,44,45,46,47,48,50,53,55,57,61,63,64,65,66,67,68,69,71,73,74,75,79,81,82,83,84],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[43,55,83],fulfil:68,full:[8,19,26,38,57,61,64,79],full_matrix_project:[9,61],fulli:[44,45,55,63,64,68,79,82,83,84],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:[42,81],fullyconnectedlay:64,func:[12,23,48],funciton:9,functor:31,fundament:[45,47,55],further:[8,52,79],furthermor:46,futur:[8,26,44,47,80],fvs:52,fwd_op:48,g_b0:32,g_b1:32,g_b2:32,g_block:32,g_h0:32,g_h0_bn:32,g_h0_relu:32,g_h1:32,g_h1_bn:32,g_h1_relu:32,g_h2:32,g_im:32,g_loss:32,g_optim:32,g_program:42,g_step:32,g_w0:32,g_w1:32,g_w2:32,gain:8,game:82,gamma:83,gan:15,gan_train:82,gangliao:18,gap:71,gate:[8,9],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,40,64,65],gauss:6,gaussian:82,gaussian_normal_random:32,gcc:[36,47,56,57,62],gcreators_:52,gen:8,gen_conf:82,gen_train:82,gen_training_machin:82,gender:12,gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,31,35,39,41,42,43,44,45,47,48,51,52,53,55,56,57,63,65,68,69,71,73,74,81,83,84],generated_word_embed:8,generatedinput:[8,61],generator_conf:82,generator_machin:82,generator_train:82,genert:2,geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,29,32,38,42,46,47,48,50,52,53,55,56,61,64,65,68,69,74,78,83,84],get_all_op_proto:52,get_block:42,get_cloud_job:46,get_config_arg:[73,84],get_data:[75,84],get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_input_lay:64,get_mnist_data:82,get_model:83,get_movie_title_dict:12,get_nois:82,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:82,get_vari:17,get_word_dict:12,getbatchs:64,geteigendevic:66,getenv:[15,27],getinfervartyp:35,getinput:64,getinputgrad:64,getinputvalu:64,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:64,getoutputvalu:64,getparam:22,getparameterconfig:22,getparameterptr:64,getparameterspars:22,getparametersremot:22,getplac:[65,66],getsiz:64,getslotvalu:82,gettask:23,gettempl:74,gettranspos:64,getw:64,getweight:64,getwgrad:64,gfortran:56,gist:9,git:[49,56,57,62,63],github:[9,18,32,56,57,62,83],give:[2,19,38,42,47,55,57,62,64,68,74,84],given:[2,8,12,14,24,26,31,32,43,45,46,53,64,71,82,84],glide:18,global:[2,6,15,17,18,19,40,46,47,50,52,62,68,71,74],global_block:42,global_learning_r:6,globalstat:68,globalstatinfo:68,globe:2,go1:56,go_librari:18,go_test:18,goal:[33,47,68],gob:23,godep:18,godoc:36,goe:[8,9,19,34,50,55],going:[31,79,84],golang:[18,56],good:[8,32,43,68,79],goodfellow13:8,googl:[15,47],googleapi:[56,74],gopath:56,goroot:56,got:50,gpg2:74,gpg:74,gprotos_:52,gpu:[1,2,6,8,11,16,27,40,44,46,47,49,56,62,63,65,66,67,69,79,82,83],gpu_id:[71,73,82],gpu_per_train:[44,46],gpugpu_id:70,gpukernel:47,gpuplac:65,grab:19,grad:[16,24,51,71],grad_op_class:47,grad_op_maker_:48,grad_op_typ:[47,48],grad_op_type_:48,grad_share_block_num:[70,71],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,33,35,39,40,47,51,65,71,84],gradient_check:65,gradient_clipping_threshold:[6,84],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,37],gradientcheck:65,gradientmachin:[4,14,37,40,82],gradientmachine_:22,gradopdescmak:[35,48],gradopdescmakerbas:48,gradopmak:48,gradual:[55,68],grain:31,gram:81,grandient:14,grant:74,graph:[8,14,17,18,19,28,32,38,41,44,46,54,66,81],graphviz:83,grayscal:2,great:[45,79],greater:8,greaterthan:52,green:32,grep:57,groudtruth:61,ground:[7,8,84],group:[9,23,79],group_input1:61,group_input2:61,group_input:61,grouplen:12,grpc:79,gru:[8,61,84],gru_bias_attr:9,gru_decod:61,gru_decoder_with_attent:61,gru_encoder_decod:81,gru_layer_attr:9,gru_memori:9,gru_siz:84,gru_step:61,gru_step_lay:9,grumemori:[9,61],gserver:[8,64],gsizex:68,guarante:[42,64],guard:22,guess:55,guest:62,gui:68,guid:[29,47,58,61,63,64,68,74,75,81],guidenc:55,gzip:[23,75],h0_bn:32,h_prev:17,hack:[58,69],had:62,hadoop:15,half:74,hand:[47,66],handi:18,handl:[12,15,27,40,43,44,46,50,53,69],handler:[14,17],handwrit:2,happen:[23,52],hard:[44,45,53,62,74,84],hardwar:[57,62,68],has:[2,4,7,8,9,10,12,15,16,17,18,19,23,24,26,32,41,44,45,46,47,51,52,57,61,62,64,65,68,74,75,79,81,84],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,31,32,33,38,40,41,42,43,44,45,46,47,48,50,51,54,55,56,57,61,62,63,64,65,68,69,71,73,74,79,81,84],haven:62,hdf:[1,21],head:[63,65,81],header:[24,37,47,55,64,81,83],heard:62,heavi:69,height:[8,12,17,36,43,64,65],height_:51,held:19,hello:15,help:[2,4,17,30,47,53,62,63,69],helper:[8,44,48,53,64],henc:[42,50],here:[2,4,6,7,8,9,12,15,18,19,25,30,33,43,52,55,56,61,65,69,70,73,74,75,79,81,83,84],heterogen:[44,45],heurist:[8,45,71],hidden:[8,9,39,44,61,74,84],hidden_out:17,hidden_s:9,hierarch:[8,41,42,47,61],hierarchi:47,high:[6,64,79,82],higher:[1,31,53],highest:[12,17],highli:[1,2,12,53,61,73],him:15,hint:[45,55],his:46,histor:31,hl_get_sync_flag:64,hold:[15,19,23,25,32,35,44,46,50,52,66,74],holder_:66,home:[21,30,44,46,56,69,74,75],honor:23,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,83],host:[18,27,56,57,69,74,75],hostnam:[69,74],hostpath:75,hostport:74,hour:62,hous:[2,12,55,81],how:[1,2,6,8,15,17,19,23,30,31,40,52,55,61,62,69,71,74,75,78,83,84],howev:[2,8,9,16,26,40,42,43,44,48,51,52,55,61,70,71,74],hpp:36,html:[12,57],htod:68,http:[8,9,12,18,27,32,56,57,62,63,74,75,79,82,83],huber:8,huge:[8,63],human:8,hyper:[8,32,64],hyperplan:12,i1117:68,iamfullaccess:74,iamusersshkei:74,ib0:69,ics:12,id_input:7,idea:[8,18,43],ident:[8,48,55,57,65,74],identifi:[34,64],identityoffsetproject:8,identityproject:8,ids:[7,8,64,84],idx:[23,32,64],ies:30,ifels:[17,41],ifelseop:41,ight:8,ignor:[2,8,71,81],illustr:[2,7,19,24,31,38,44,46,61,64,68,84],ilsvrc:83,im_siz:32,imag:[2,11,12,15,32,33,39,41,43,46,55,58,62,63,73,74,76,77,79,82,83],image_a:43,image_b:43,image_fil:43,image_lay:43,image_list_provid:83,image_nam:15,image_path:43,image_reader_cr:43,image_s:83,imagenet:[8,21],imagepullpolici:74,imageri:8,images_reader_cr:43,imagin:33,img:[2,8,9,44],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:68,imgsizei:68,imgsizex:68,immedi:74,immutable_paramet:15,imperfect:47,implement:[2,8,9,10,12,17,23,24,25,26,27,31,34,35,36,37,40,44,45,50,52,53,61,84],implemet:22,impli:18,implicit:46,imposs:79,improv:[8,45,47,68,74],inarg:22,inbound:74,includ:[1,2,7,8,9,12,15,17,18,24,27,32,36,37,38,41,42,44,47,52,56,57,61,62,63,64,65,68,71,74,75,81,84],incorpor:8,incorrect:8,increas:[19,23,71],increment:[33,71],incupd:64,inde:[12,43,57],independ:[8,16,24,46,50,79,84],index:[2,7,8,11,12,14,16,17,19,23,41,42,53,69,74],indexslot:8,indic:[2,7,8,17,24,32,38,41,48,51,53,55,69,74],indice_map:53,indices_map:53,individu:[19,55,74],industri:[19,79],ineffici:40,infer:[0,15,17,19,34,35,36,42,46,47,51,56],infer_shap:42,infer_var_type_:35,inferfac:35,inferior:26,infershap:[17,42,47,65,66],infershapecontext:[65,66],infervartypefn:35,infiniband:69,info:[7,8,12,38,64,69,79],inform:[4,8,12,14,17,27,30,38,42,44,50,51,64,65,66,68,71,74],infrastructur:[74,82],ingor:71,inherit:[17,39,47,65],ininst:15,init:[6,14,17,32,38,44,64,73,74,82,84],init_attr:42,init_from_tar:14,init_hook:84,init_model_path:[70,71,73,81,84],initi:[2,4,6,8,9,12,14,18,23,33,38,42,44,45,52,53,61,64,65,71,81,82,84],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:42,initpaddl:[4,82],initrd:79,inlcud:9,inlin:[66,74],inner:64,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:66,input1:[8,9,66],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,31,32,33,35,38,40,42,43,44,45,46,47,48,50,52,53,55,61,64,65,66,73,81,82,83,84],input_conf:8,input_data:64,input_data_target:64,input_featur:5,input_fil:55,input_hassub_sequence_data:64,input_id:8,input_imag:9,input_index:64,input_label:64,input_lay:64,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:53,input_seq:8,input_sequence_data:64,input_sequence_label:64,input_sparse_float_value_data:64,input_sparse_non_value_data:64,input_t:64,input_to_check:16,input_typ:[55,84],input_valu:16,input_var:[16,42],inputbuff:22,inputdef:64,inputgradi:48,inputlayers_:64,inputs_to_check:16,inputtyp:[2,12],insert:[47,48,63],insid:[7,8,9,19,40,43,45,47,48,57,74],inspect:63,inspir:81,instal:[8,27,49,57,59,62,63,69,75,83],instanc:[8,16,17,19,21,25,28,34,38,42,44,47,48,61,64,66,68,71],instance_ip:74,instanti:[19,28],instead:[8,9,11,18,22,27,33,43,44,57,62,69,84],instruct:[17,33,57,62,68,84],int16:54,int32:[41,53,54,71],int64:[29,51,54],integ:[2,7,8,12,23,27,36,64,84],integer_valu:[2,12,84],integer_value_sequ:[2,12,61,84],integr:[7,56,79],intellig:28,inter:[8,44,69],interact:[57,74],intercept:8,interchang:[33,47],interest:68,interfac:[0,4,6,8,9,14,17,23,27,30,40,47,48,65,66,69,74,79],interg:84,intergr:8,intermedi:[30,32,39,44,62],intern:[8,9,14,74],internet:[18,19,79],interpret:[2,7,56,68],interv:8,inth:66,intrins:56,introduc:[2,8,17,19,32,50,52,65,75],introduct:[3,82],introductori:62,intuit:[26,47],invalid:[43,50],invoc:[18,31,47],invok:[2,8,14,40,42,44,45,47,48,52,62,68,74],involv:[65,82],iob:7,ioe:7,ips:74,ipt:[8,42,52,61],ipx:79,ipython:15,is_discriminator_train:82,is_gener:[81,82],is_generator_train:82,is_loc:14,is_predict:84,is_seq:[8,61],is_stat:6,is_tensor:52,is_test:83,is_train:2,isn:68,isol:57,isspars:64,issu:[18,32,46,56,57,62,68],item:[8,12,14,26,43,79],iter:[8,9,10,12,14,15,19,43,44,53],iter_multiple_input_and_param:42,its:[2,8,9,14,15,16,17,19,23,32,33,35,38,40,42,47,48,50,51,52,63,64,65,66,68,71,74,81,82,84],itself:[19,26,50],ivs:52,java:[17,36,41,47],jeremi:68,jmlr:8,job:[4,12,26,44,46,47,70,71,73,83,84],job_dispatch_packag:69,job_id:12,job_mod:81,job_nam:[27,74],job_namespac:74,job_path:74,job_workspac:69,jobpath:74,jobport0:74,jobport1:74,jobport2:74,jobport3:74,jobserv:27,join:19,joint:81,jointli:9,journei:57,jpg:83,json:[69,74,75],jth:9,jupyt:[27,57],just:[2,5,7,8,9,12,18,23,24,32,35,38,40,42,44,47,48,50,51,55,62,63,69,73,74,81],jx4xr:74,jypyt:15,k8s:79,k8s_data:74,k8s_job:15,k8s_token:15,k8s_train:74,k8s_user:15,kafka:21,kaim:8,kaimingh:83,kebilinearinterpbw:68,kebilinearinterpfw:68,keep:[2,8,12,19,33,42,50,52,79],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,29,47,48,52,53,62,63,65,68,69],kept:[8,42],kernel:[8,16,51,65,66,68,84],key1:71,key2:71,key_pair_nam:74,keyid:74,keymetadata:74,keypair:74,keyserv:74,keystat:74,keyusag:74,keyword:[2,42],kill:[19,74],kind:[1,2,15,16,19,25,33,39,44,54,55,74,75,82,84],kms:74,know:[2,15,23,55,63,64,68,74],known:[17,31,38,82],kriz:12,kselectedrow:51,ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:74,kubectl:75,kuberent:[19,74],kubernet:[15,19,47,67,69,76,77,79],kubernetes_service_host:15,kwarg:[2,9,10,12,42,52,84],l1_rate:6,l2_rate:6,l2regular:84,l93:22,label:[2,4,7,8,10,12,14,32,33,39,41,43,44,45,46,55,75,82,83,84],label_dim:[8,84],label_fil:43,label_lay:43,label_path:43,lag:71,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,33,47,50,73,81],larg:[11,12,44,45,63],larger:[2,6,7,8,69],larger_than:[17,34,41],last:[7,8,9,38,41,55,61,69,71,84],last_time_step_output:8,lastseen:75,latenc:[8,44,69,74],later:[18,47,56,65,66,74,80,84],latest:[8,17,18,19,26,57,63,75],latter:53,launch:[71,74],launcher:15,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,32,33,34,39,41,43,44,45,47,52,53,55,61,67,70,71,81,82,83,84],layer_0:64,layer_attr:[8,61,73],layer_num:[73,83],layer_s:8,layer_typ:8,layerbas:64,layerconfig:64,layergradutil:64,layerhelp:42,layermap:64,layeroutout:8,layeroutput:9,lbl:7,ld_library_path:[56,69],lead:68,leaki:32,learing_r:39,learn:[6,7,8,9,10,12,15,24,26,32,33,43,44,45,46,47,55,57,59,61,62,64,65,68,80,83,84],learnabl:14,learning_method:[55,81,84],learning_r:[6,24,44,55,81,84],leas:19,least:[7,8,19,56],leav:[2,17,74],lecun:12,left:[8,17,55,66,83],legal:52,len:[2,8,24,29,42,64,84],length:[8,9,12,24,38,47,53,61,71,75],leq:8,less:[8,15,69,79],less_than:15,let02:75,let:[4,7,8,15,17,26,31,33,38,39,48,55,65,74],level:[6,8,31,38,53,54,69,71,82],lgtest:18,lgtest_main:18,lib64:[56,69,71],lib:37,libapi:18,libari:37,libcudnn:56,libpaddl:[36,37,47],libpaddle_capi:37,libpaddle_gserv:37,libpaddle_math:37,libpython:56,librari:[8,18,25,37,44,56,57,65,69,71],life:19,lifecycl:79,lifetim:50,lightweight:31,like:[2,7,8,12,17,18,19,22,27,31,32,33,35,42,43,44,47,50,51,53,55,56,61,62,68,69,70,73,74,79,81,83,84],limit:[8,12,47,68,71],line:[1,2,4,7,12,18,22,27,30,33,41,42,47,55,62,63,67,68,69,73,74,81,83],linear:8,linearactiv:55,link:[8,9,18,29,30,47,50,56,65,74,79,84],linux:[29,56,57,62,74],linux_x86_64:49,lipeng:81,list:[1,2,7,8,9,12,14,15,17,18,23,27,28,30,32,39,40,42,46,48,50,53,55,57,61,62,64,65,69,71,73,74,83,84],listen:[19,71],littl:[1,2,24,71,84],live:[57,65],load:[1,2,4,8,15,19,32,42,44,55,65,71,74,83],load_featur:83,load_feature_c:83,load_feature_pi:83,load_missing_parameter_strategi:[70,71,73,81],load_mnist:32,load_uniform_data:82,loadparamet:4,loadsave_parameters_in_pserv:[22,70,71],loc:7,local:[6,14,16,17,19,25,26,33,38,41,42,47,56,57,62,69,70,71,75],local_scop:16,localhost:57,localpath:30,locat:[8,14,18,53,61,64,84],lock:[18,19,23,24,45],lod:[38,51,53,54],lod_desc:[51,54],lod_level:[42,51,54],lod_tensor:[38,51,54],lodtensor:[35,47,54],lodtensordesc:51,log:[2,23,30,32,44,64,69,71,74,75],log_barrier_abstract:71,log_barrier_lowest_nod:[70,71],log_barrier_show_log:[70,71],log_clip:[70,71],log_error_clip:[70,71],log_period:[71,73,75,82,84],log_period_serv:[70,71],logarithm:5,logger:2,logic:[2,26,32,35,39,40,44,45,50,53,65,69],login:57,logit:32,longer:[19,44],look:[2,7,17,27,33,42,44,55,69,70,74,75,82,84],lookahead:8,lookup:[35,84],loop:[16,17,43,50],loop_var:53,loss:[8,32,39,64,82,84],lost:39,lot:[42,44,70,79],low:[8,39,53],low_rnn:38,lower:[8,38,69],lower_level_rnn:38,lowest:71,lpaddle_capi_shar:37,lpaddle_capi_whol:37,lrelu:32,lstm:[8,61,75,84],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:84,lstm_step:9,lstmemori:[9,61],lstmemory_group:8,ltr:8,lucki:55,mac:[37,56,57,62],machin:[8,9,12,14,32,44,45,55,62,64,70,71,73,74,75,79,84],machine_transl:61,maco:62,macro:[31,48,65],made:[2,19,24,55,61],mai:[2,8,9,16,17,43,44,45,46,47,50,57,66,68,74],main:[2,4,41,47,63,74],mainli:[25,65,71],maintain:[8,17,23,42,47,74,80],majel:18,major:[44,57,82,83],make:[2,7,8,15,17,18,19,23,24,26,33,38,40,42,43,44,47,48,53,56,57,62,63,64,65,68,69,74,79,84],make_ddim:66,make_function_oper:31,make_vari:52,maker:[47,48],malloc:64,man:29,manag:[14,19,24,25,30,44,50,63,69],mandarin:8,mani:[8,9,18,23,32,40,42,47,48,50,51,52,53,55,57,62,71,84],manipul:[42,48],mannal:69,manner:8,manual:[39,44,48,57,79],manylinux1_x86_64:49,map:[2,7,8,12,14,15,17,23,42,48,50,52,53,62,71,79,83],map_fn:53,map_read:12,mapper:12,mapreduc:15,mark:[2,32,33,38,45,50,61,79],market:55,mask:[6,8],master:[15,26,47,49,63,71],mastermind:18,mat:[36,37],mat_cache_row:22,mat_norm:22,mat_normal_shar:22,mat_param_attr:9,mat_sparse_row:22,mat_sparse_row_auto_grow:22,mat_sparse_row_id:22,mat_sparse_row_prefetch:22,mat_sparse_row_prefetch_full_s:22,mat_value_shar:22,match:[8,18,68],matchbox:79,math:[9,36,47,64,65,68],matirx:8,matmul:[17,38,53,65],matric:[4,61,64],matrix:[7,8,9,12,14,22,36,37,64,65,70,73,83],matrixptr:64,matrixtyp:37,matter:2,mattyp:22,max:[2,6,8,12,16,42,68,71,73,84],max_diff:16,max_id:[8,14,84],max_job_id:12,max_length:[8,61],max_movie_id:12,max_relative_error:[16,65],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,84],maxid_evalu:7,maxid_lay:84,maxim:8,maximum:[7,8,12,17,24,61,65,68,71,84],maxinum:11,maxpool:8,mayb:[8,17],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,28,38,43,44,50,55,61,62,65,68,69,71,73,74,79,81,82,83,84],mean_meta:83,mean_meta_224:83,mean_valu:83,mean_var_nam:8,meant:53,measur:[55,68],mechan:[8,9,25,42,48,61,74],mem:[8,17,27],mem_per_p:46,mem_per_train:46,member:[12,15,33,40,42,50,65],memcpi:[40,68],memori:[1,2,9,17,22,23,27,47,61,62,64,66,68,71,73,75,84],memory_boot:9,memory_nam:8,memory_test:62,memory_threshold_on_load_data:71,mention:[18,23,45,62],mere:9,merg:[8,24,26,38,40,63,71,81],mergedict:81,messag:[17,33,41,42,47,48,51,54,55,63,71,75],meta:[69,83,84],meta_config:69,meta_gener:69,metaclass:65,metadata:[29,74,75],metal:79,metaphor:33,metaplotlib:15,method:[2,8,10,14,16,17,26,32,33,39,42,45,47,50,51,53,57,64,65,66,68,71,73,84],might:[8,17,18,41,45,57,62,64,74],mileag:68,million:[12,73],min:[6,8,42,68,73,74],min_block:17,min_count:45,min_desc:17,min_pool_s:2,min_word_freq:12,mind:69,mini:[2,8,12,14,17,19,34,38],mini_batch:43,minibatch:[8,17,33,34,41],minim:[2,10,17,32,39,45,47,55,71],minimum:8,minimun:71,minst:2,minu:48,minus_grad:48,minusgradop:48,minusop:48,minusopgradmak:48,minusopprotoandcheckermak:48,minut:[19,26,62,74],mirror:[18,57],mislead:24,miss:[32,71,81],mit:74,mix:[9,53,61],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mkdir:[30,56,57,74],mkl:[47,56],mkl_path:56,mkl_root:56,ml_data:69,mnist:[2,4,21,32,33,41,43,44,46,47],mnist_provid:2,mnist_random_image_batch_read:43,mnist_train:[2,43],mnist_train_batch_read:43,mobil:47,mode:[8,14,63,71,82,83],model:[0,1,4,8,9,12,14,17,19,20,33,39,44,45,46,47,53,63,64,67,71,74,80],model_config:[4,82],model_list:[71,73],model_path:73,model_zoo:[81,83],modifi:[4,8,44,61,63,64,65,69,74],modul:[1,2,4,9,12,14,31,32,53,55,56,65,83,84],modulo:8,momentum:[6,50,55,84],momentumoptim:55,mon:75,monitor:84,mono:8,month:[18,84],more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,30,31,33,38,39,42,43,44,45,47,48,53,55,57,61,62,63,64,65,66,68,69,73,75,79,84],morin:8,most:[2,4,8,12,15,18,26,33,43,44,55,61,64,68,70,79],mostli:79,motiv:47,mount:[27,57,74,75],mountpath:[74,75],move:[8,19,23,30,68,74,79],movement:68,movi:[2,12],movie_categori:12,movie_info:12,movie_review:12,movieinfo:12,moving_average_fract:8,mpi:69,mse:[33,39,41],much:[8,19,39,43,53,68],mul:[31,42,46,64,65],mul_grad:65,mul_op:65,mul_result:42,mulgradkernel:65,mulit:69,mulkernel:65,mulop:[31,65],mulopgrad:65,mulopmak:65,multi:[8,40,64,70,71,79,83],multi_binary_label_cross_entropi:8,multi_crop:83,multigradientmachin:40,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,31,44,45,46,47,54,57,61,64,65,71,73,74,82,84],multiple_input:42,multiple_param_attr:42,multipli:[7,8,64],multiprocess:12,multithread:2,must:[2,5,7,8,9,12,24,42,43,47,52,56,57,61,63,64,65,66,69,71,73,74],mutabl:66,mutable_data:[65,66],mutuable_data:66,mxnet:17,my_cluster_nam:74,my_external_dns_nam:74,mypaddl:75,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,31,37,41,42,46,47,49,51,52,53,54,55,57,61,62,63,64,65,68,69,71,73,75,76,77,79,81,82,83,84],name_prefix:21,namespac:[17,34,36,42,57,64,65,75],nativ:8,natur:[23,26,45,53,73],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,nearest:84,nearli:16,necess:53,necessari:[2,8,17,24,26,40,42,52,53,56,64,69,84],necessarili:64,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,30,31,32,39,40,42,44,45,46,47,48,50,51,52,53,55,56,57,61,63,64,65,66,69,70,71,73,74,75,79,82,83,84],neg:[2,7,8,84],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighbor:84,ner:7,nerual:44,nest:[2,8,12,17,41],net:[8,9,17,32,38,50],net_diagram:83,netop:[17,47],network:[1,2,4,6,7,8,10,12,13,14,15,16,17,19,22,32,38,39,43,44,45,50,52,54,55,57,64,65,66,68,69,71,79,81],network_config:73,networkadministr:74,neural:[2,4,8,9,10,12,14,15,17,19,44,50,54,55,66,68,71,81,82,83],neuralnetwork:40,neuron:[4,64,84],never:[12,43,50,74,75],new_block_idx:42,new_stat:38,newblock:42,newest:24,newli:79,newop:17,newopdesc:42,newprogram:42,newremot:44,newvardesc:42,next:[8,12,19,25,53,61,63,64,65,68,71,74,75],nfs4:74,nfs:74,nfsver:74,nginx:57,ngram:12,nic:[69,70,71],nil:23,nine:12,nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nnz:64,no_cach:2,no_grad_set:[16,65],no_sequ:[2,8],noavx:57,node:[8,18,26,44,45,46,47,54,62,64,69,71,74,75,79],node_0:74,node_1:74,node_2:74,nodefil:69,nois:[8,19,32,82],noise_dim:82,noisi:32,non:[8,19,51,64,65,71,74],none:[1,2,4,6,7,8,9,10,11,14,15,16,17,32,34,38,39,41,42,46,52,53,55,61,83,84],nonlinear:64,nor:62,norm:[9,32,82],norm_by_tim:8,normal:[2,4,8,9,12,61,64,69,71,75,81,82,83],normzal:83,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,43,47,56,57,65,66,68,71,73,74,81],notebook:[27,57],noth:[5,14,42,50,62,63,71],notic:[48,61,64],notingradi:65,notion:53,notori:16,now:[2,8,12,18,19,32,45,47,48,50,55,57,63,71,74,82],np_arrai:12,nproc:[56,62],nullptr:[48,50,64],num:[8,9,69,71,84],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9],num_filt:[8,9],num_gradient_serv:[70,71],num_group:8,num_neg_sampl:8,num_p:[44,46],num_parameter_serv:15,num_pass:[14,55,70,71,73,75,84],num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:51,num_shard:21,num_step:53,num_train:[44,46],number:[2,7,8,9,12,17,19,21,43,45,47,52,53,55,62,63,64,69,71,74,81,83,84],numchunktyp:7,numdevices_:73,numer:65,numeric_grad:16,numerical_grad:16,numlogicaldevices_:73,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,32,42,43,55,56,65,82,83],numreal:22,numsampl:68,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:62,nv_librari:18,nv_test:18,nvcc:[18,57],nvidia:[56,57,62,68,71],obei:7,obj:[2,55,83,84],object:[2,4,6,8,9,10,12,14,15,22,32,36,39,42,46,47,50,66,68,82,83,84],observ:[8,10,55,64,68],obtain:[26,84],obvious:18,occur:[12,14],occurr:17,oct:75,odd:8,off:[37,57,62,63,79],offer:[4,17,46,47,52],offici:[8,18,57,74],offlin:[19,21,79],offset:[8,22],often:[22,69,84],ograd:64,old:[16,24,26,47,57,71],omit:84,on_init:2,on_travisexclud:56,onc:[2,8,19,23,33,44,45,57,64,74,84],one:[2,5,7,8,9,10,11,12,14,15,16,17,19,22,23,24,26,27,28,31,32,35,38,39,40,41,42,43,44,46,47,48,50,51,53,55,57,62,63,64,65,69,71,73,74,75,79,81,82,83,84],onehotcrossentropyopkernel:65,ones:[31,32,47,65],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,30,32,33,38,39,40,42,44,45,46,47,51,52,53,55,56,61,62,63,64,65,66,68,70,71,73,74,75,79,81,83,84],onlin:[8,10,19,21,43],only_cpu:16,onto:[44,45,74],op_:65,op_check:65,op_class:[47,52],op_desc:35,op_maker_class:[47,52],op_proto:52,op_test_util:65,op_typ:47,opattrcheck:65,opcreat:52,opdesc:[17,33,41,42,47,48,52,54],opdescbind:[35,48],opdescbuild:17,open:[2,8,15,21,32,43,55,57,74,83,84],openbla:56,openblas_path:56,openblas_root:56,oper:[8,9,10,12,16,17,28,32,33,35,38,39,44,46,50,54,57,61,64,66,68,71,74,81],operaotr:48,operator_grad:16,operatorbas:[17,31,47,48,52,65],operatorwithkernel:65,opinfo:[35,47,48],opinfomak:35,opinfomap:48,opkernel:66,opkernelkei:47,opmak:52,opproto:65,opprotoandcheckermak:[48,65],opprotomak:[52,65],opregist:52,opregistri:52,ops:[16,17,18,33,41,42,47,65,79],ops_:17,ops_test:18,opt:[15,39,46,52,56],opt_op_list:39,optestmeta:65,optim:[2,6,13,14,16,28,32,40,41,44,45,46,47,51,55,64,68],optimis:39,optimize_op_attr:42,option:[2,7,8,15,18,32,41,42,47,51,52,54,55,62,63,64,69,73,79],optmization_op_list:39,optyp:[35,52],opwithkernel:51,order:[2,8,9,12,14,28,33,43,53,64,71,74,75,79,82,83,84],ordereddict:14,oregon:74,org:[7,8,9,12,21,29,32,56,57,82],organ:[7,8],orient:52,origin:[1,2,8,9,12,16,32,50,53,66,82],other:[2,7,8,9,12,17,19,24,30,35,38,50,52,56,57,61,62,63,73,74,75,79,81,82,83,84],otherchunktyp:7,otherwis:[1,8,12,15,19,24,26,32,35,43,61,63,69,73],our:[15,18,32,35,44,45,50,53,57,61,62,63,64,74,75,81,84],out:[8,14,15,17,18,23,26,38,42,55,61,65,66,68,71,74,75],out_dir:74,out_left:8,out_mem:61,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:72,outout_lay:14,outout_layer1:14,outout_layer2:14,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,30,31,32,33,34,35,38,41,42,43,44,45,47,48,50,51,52,53,55,61,62,64,65,66,68,71,73,75,81,82,83,84],output_:[8,64],output_all_step:38,output_dir:83,output_id:8,output_lay:[14,83],output_max_index:11,output_mem:[8,61],output_nam:16,output_num:38,output_path:21,output_seg:53,outputbuff:22,outputgradi:48,outputh:8,outputw:8,outsid:[2,8,9,50],outter_kwarg:2,outupt:53,outv:64,over:[1,8,9,14,15,53,63,64,68,84],overal:[32,79],overhead:68,overlap:[7,8,64],overlap_threshold:[7,8],overrid:[17,19,30,46,64,65,66],overview:[23,24,25],overwrit:30,own:[24,26,35,39,44,46,52,57,65,69,74],owner:62,pack:[53,57],packag:[2,12,23,27,31,49,57,63,65,74],pad:[9,84],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,30,31,32,34,36,37,38,40,41,44,46,47,52,53,55,56,57,58,61,62,63,64,65,67,68,69,71,73,74,79,82,84],paddle_begin_init_param:24,paddle_dir:65,paddle_element_typ:24,paddle_element_type_float32:24,paddle_element_type_float64:24,paddle_element_type_int32:24,paddle_element_type_int64:24,paddle_element_type_uint32:24,paddle_element_type_uint64:24,paddle_enforc:17,paddle_enforce_eq:[65,66],paddle_error:[36,37],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_param:24,paddle_job:27,paddle_matrix:[36,37],paddle_matrix_cr:37,paddle_matrix_get_shap:36,paddle_matrix_shap:36,paddle_n:69,paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:75,paddle_paramet:24,paddle_port:69,paddle_ports_num:69,paddle_ports_num_for_spars:69,paddle_pserver2:69,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:81,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:81,paddle_train:[37,49,69],paddledev:[74,75],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,29,30,31,32,33,34,38,39,40,42,43,46,47,50,53,54,55,56,61,63,64,65,67,68,69,76,77,79,80,83,84],paddlepadl:2,paddpepaddl:2,page:[63,74],pai:57,pain:46,pair:[7,8,17,33,39,44,47],pakcag:18,palceholder_just_ignore_the_embed:81,paper:[8,32,81,82,83],para:22,paraconvert:81,paradigm:47,paragraph:38,paragraph_data:38,paragraph_out:38,parallel:[44,45,47,62,68,71,73,74,75],parallel_nn:[6,70,71],param:[6,8,9,12,16,17,24,40,42,66],param_attr:[8,9,22,42,55,61],param_config_proto:24,paramattr:[6,8,55,61],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,28,30,32,33,35,38,39,41,43,44,50,52,53,55,64,66,67,73,82,84],parameter_attribut:8,parameter_block_s:[70,71],parameter_block_size_for_spars:[70,71],parameter_learning_r:6,parameter_list:39,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient_:22,parametermap:64,parametermutex_:22,parameters_:64,parameters_and_grad:39,parameterserver2:22,parameterset:15,parameterupdat:40,parameterupdater_:22,parametris:10,params_grad:39,paramt:[74,81],paraphrase_data:81,paraphrase_model:81,paraspars:64,parent:[17,41,42,47,64],parent_:[17,50],parent_idx:42,parenthes:47,pars:[4,12,18,28,62,73,74,82],parse_config:[4,82],part:[2,7,8,17,26,41,42,55,61,63,64,68,79,82,84],parti:[62,68],partial:[8,14,82],partial_sum:8,particip:65,participl:81,particular:[33,47,68],partit:[19,21,28,44,45,47,74],pass:[2,8,14,17,19,32,39,40,42,43,47,50,53,55,63,64,68,69,71,74,75,82,84],pass_id:14,pass_idx:43,pass_test:82,passtyp:64,password:69,past:[15,57,74],patch:29,path:[1,2,7,12,14,19,23,24,27,43,55,56,69,71,73,74,75,81,83,84],pattern:[12,19,36,55,74],paus:[19,26],pdf:[8,9],pem:[15,21,74],pend:[19,23],peopl:62,per:[7,8,12,19,24,43,65,71,84],perfom:[71,73],perform:[1,8,9,16,24,32,40,47,55,61,62,64,65,67,69,70,82,84],period:[1,19,26,46,71,84],permiss:74,peroid:8,persist:[28,51,54,74],persistentvolum:74,persistentvolumeclaim:74,person:[7,15],perspect:[47,68],perturb:[16,64],peter:46,pex:79,pfs:[21,30,46],pfsclient:21,pfspath:30,pgp:74,phase:[48,55,79],photo:32,physic:79,pick:[2,74],pictur:84,piec:[8,9,28,55,66],pillow:27,pip:[49,56,63,69],pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,44,45,47,64,65,66,68,69,83],placehold:[32,55,66,81],placement:45,plain:[1,7,8,27,37],plan:[19,47,64],platform:[17,55,65,66,74],pleas:[2,4,6,8,9,10,15,19,23,24,25,38,42,43,44,46,47,54,56,57,58,61,62,63,64,65,66,74,80,81,84],plot:15,plu:[8,16],pne:65,png:83,pnpairvalidationlay:71,pnpairvalidationpredict_fil:70,pod:[21,27,74,75],pod_nam:74,point:[17,19,27,46,55,62,65,66,68,79],pointer:[17,24,42,47,50,66],polar:12,polici:74,pollut:26,pool3:64,pool:[2,9,13,84],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooling_lay:[9,84],pooling_typ:[8,84],poolingtyp:11,pop:17,popul:24,popular:[18,32,55,83],port:[18,57,69,70,71,74,75],port_num:70,ports_num:71,ports_num_for_spars:[22,70,71,73],pose:19,posit:[2,7,8,9,84],positive_label:7,possibl:[15,17,23,42,45,68,82],post1:56,post:[27,29],potenti:68,power:[66,79,84],practic:[8,55,61,64],pre:[2,8,9,12,15,24,57,74,75,81],pre_activ:42,pre_bia:42,pre_dictandmodel:81,pre_stat:[38,53],preambl:42,precis:[7,56],precision_evalu:7,pred:84,predetermin:[8,71],predic:12,predict:[2,3,7,8,10,14,44,55,61,69,71,81,84],predict_fil:71,predict_lay:14,predict_output_dir:[70,71,84],predict_sampl:4,predicted_label_id:84,prediction1:14,prediction2:14,prefetch:[22,64],prefix:[7,9,19,21,65,74],pregrad:64,preinstal:56,premodel:81,prepand:42,prepar:[4,16,27,40,61,76,84],prepend:42,prepend_oper:42,preprocess:[12,53,69,75],prerequisit:56,present:[15,17,53,63,83],preserv:30,pretti:55,prev_batch_st:[70,71],prevent:[1,10,15,19,23,26],preview:47,previou:[8,9,14,19,30,38,45,64,71,74],previous:[8,75,83],previous_memori:17,price:[12,47,55],primari:33,primit:53,principl:[15,18],print:[6,14,15,44,55,71,81,84],printallstatu:68,printer:7,printstatu:68,priorbox:8,prioriti:47,prite:7,privat:[17,37,42,50,51,52,53,63,66],privileg:[62,74],prob:[7,14,82],probabilist:[8,81],probability_of_label_0:84,probability_of_label_1:84,probabl:[7,8,14,61,83,84],problem:[4,8,10,15,16,18,26,32,33,47,62,63,84],proc:57,proc_from_raw_data:84,proce:[12,19,43,74],procedur:[17,66,81],proceed:8,process:[1,2,4,6,8,9,12,15,17,21,22,23,26,44,52,55,57,61,69,71,73,74,75,81,83,84],process_num:12,process_pr:84,processdata:83,processor:68,prod:[57,63],produc:[8,9,12,19,43,57,83,84],product:[8,9,27,57,63,64,74,84],productgraph:75,profil:[30,56],proflier:68,program:[1,12,15,21,24,26,33,34,39,43,44,46,47,50,57,63,68,69,71],programdesc:[28,42,46,48],programm:[42,44],progress:[19,23,71],proivid:2,proj:8,project:[8,9,27,37,56,61,64,65],promis:[8,9],prompt:30,prone:15,propag:[10,65,71,73],properli:[62,84],properti:[2,71],propos:[17,39,45,53],protect:[52,64,65],proto:[11,41,47,52,54,65],proto_:52,protobuf:[14,17,27,28,33,41,42,47,48,52,56],protocol:[7,71,79],prove:84,provid:[8,12,15,17,24,27,32,35,42,46,52,53,55,57,66,68,69,74,79,81,82,83],providermemory_threshold_on_load_data:70,provis:[74,79],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,47,69,70,71,74],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,70,71],pserver_spec:14,pserverstart_pserv:70,pseudo:[15,27,48,53],pseudocod:53,psize:64,ptr:37,pull:[18,47,49,57,81],purchas:84,purpos:[8,19,44,45,68],push:17,push_back:64,put:[18,19,22,42,45,57,64,69,75,84],pvc:74,pwd:[57,62,63],pxe:79,py_paddl:[4,82],pybind:17,pydataprovid:[1,2,84],pydataprovider2:[3,4,55,84],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,31,32,33,36,40,47,49,53,55,56,61,62,63,69,81,82],qualifi:56,qualiti:84,queri:[8,74],question:[8,15,45,52,74],queue:45,quick:[71,75],quick_start:[27,74,75,76,84],quick_start_data:75,quickli:[42,47,55],quickstart:75,quit:68,r_t:8,rac:8,rais:12,rajathkmp:32,ran:[45,68],rand:[32,68,71,73,82],random:[2,6,8,12,21,32,40,42,43,55,65,71,82],random_imag:21,randomli:26,randomnumberse:70,rang:[2,8,12,21,32,43,44,46,52,71,73],rank:[8,15,53,66,74,83,84],rare:2,rate:[6,7,9,10,12,24,64,69,84],rather:[4,27,32,53,74],ratio:[8,71],raw:[8,55,84],rdma:[56,71],rdma_tcp:[70,71],reach:[19,68],read:[1,2,12,14,15,19,21,43,44,45,47,53,55,61,62,63,69,74,79,83,84],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:47,reader:[0,14,21,32,33,41,44,46],reader_cr:21,reader_creator_bool:43,reader_creator_random_imag:[12,43],reader_creator_random_image_and_label:[12,43],readi:[19,55,74,75,79],readlockguard:22,readm:[37,63],readonesamplefromfil:2,readwritebuffer_:22,readwritemani:74,real:[2,8,22,32,43,55,82],realist:15,realiz:[17,38],reason:[9,15,16,19,57,75],recal:7,receiv:[19,27,45],reciev:71,recognit:[2,8,83],recommand:2,recommend:[1,9,15,57,61,64,69,71],recommonmark:56,recompil:68,record:[12,23,52,63,74],recordio:[12,15,21,23,44,46],recov:[19,53,55,82],recover:47,recoveri:23,rectangular:8,rectifi:8,recurr:50,recurrent_group:[9,61],recurrent_lay:9,recurrent_op:53,recurrentgradientmachin:[37,53],recurrentgroup:7,recurrentlay:71,recurs:[17,18,30,47],recv:[44,45,74],recvparametertyp:22,red:32,reduc:[10,45,47,69,71,73],reduce_by_kei:47,reduce_mean:32,refactor:[33,40,42,44,45,53],refer:[1,4,6,8,9,10,16,17,19,23,24,25,38,41,42,47,50,53,54,61,62,63,64,65,66,69,75,81,84],referenc:[8,23],reflect:23,refrain:65,reg:52,regard:79,region:[8,50,68],regist:[48,64,68],register_gpu_profil:68,register_lay:64,register_op:[31,47,48,52,65],register_op_cpu_kernel:65,register_op_gpu_kernel:65,register_op_without_gradi:[47,65],register_oper:[35,48],register_tim:22,register_timer_info:68,registerop:52,registr:65,registri:[27,35,57,75,79],regress:8,regular:[6,64,74,84],reinforc:46,rel:[1,9,16,26,65,69],relat:[2,19,26,27,50,57,75,79],relationship:[48,55,82],releas:[46,49,56,57,74],relev:65,reli:[16,39,56,65],reliabl:19,relu:[8,32,64],remain:[53,84],rememb:8,remot:[6,18,22,47,63,64,69,71,73,74],remote_ess:46,remote_sess:46,remoteparameterupdat:[22,25,71],remov:[12,30,63,69,71],renam:30,reorgan:8,repeat:[17,33,41,51,52,54],repeatedli:33,replac:[18,23,35,46,48,57],replic:44,replicaset:27,repo:18,report:[23,44,68,69],reportdataset:23,repositori:[8,63],repres:[2,4,8,9,17,23,42,45,46,47,51,53,54,61,64,74,84],represent:[8,24,32,33,44,51,84],reproduc:62,request:[18,19,22,26,44,47,49,74,75,79,81],requir:[1,7,8,15,19,24,26,27,30,38,41,44,45,47,48,51,52,54,62,64,65,69,74,75,79,82,84],res5_3_branch2c_bn:83,res5_3_branch2c_conv:83,research:[12,44],reserv:[2,30],reserveoutput:64,reset:[8,19],reshap:[16,43,66],reshape_s:8,resid:62,residu:83,resiz:[22,65,66],resnet_101:83,resnet_152:83,resnet_50:83,resolv:[18,63,75],resourc:[46,57,74],respect:[2,16,32,38,55,61,64,71,83],respons:[8,22,32,40,74,75],rest:[2,8,17,27,29,55,79],restart:[19,24,74,75,79],restartpolici:[74,75],restor:16,restrict:[50,71],resu:43,result:[4,5,7,8,14,16,23,32,33,39,40,44,65,66,68,71,74,83,84],result_fil:7,resum:26,retain:66,retran:74,retriev:[17,50,62,64,75],return_seq:9,reuqest:49,reus:[17,26,43,47,64,65],rev:62,reveal:15,revers:[8,9,61],review:[12,63,75,84],reviews_electronics_5:75,revis:84,rewrit:[18,65],rgb:8,rho:10,rich:55,right:[2,8,16,17,18,27,47,83],rkt:[27,62],rmsprop:84,rnn:[8,9,17,32,42,47,50,67,70,84],rnn_bias_attr:61,rnn_layer_attr:61,rnn_out:61,rnn_output:53,rnn_step:8,rnn_use_batch:[70,71],rnnlm:12,rnnstep:53,roadmap:53,robust:8,role:[12,15,23,24,44,74],rollback:42,root:[10,11,69,74,75],root_dir:69,rot:8,roughli:[2,82],row:[4,7,8,12,22,64,83],row_id:8,rows_:51,rpc:23,rpcserver:23,rsize:74,rtk:79,rtype:[8,12],rule:[7,33,44,64,74],run:[15,16,17,18,19,27,28,31,32,33,38,39,41,44,45,46,47,50,51,57,63,64,66,67,68,71,74,76,77,79,81,83,84],runinitfunct:68,runnabl:45,running_on_cloud:27,runtim:[1,2,17,28,35,38,46,47,54,56,57,69],runtime_table_:17,s_param:82,s_recurrent_group:61,sacrif:1,safe:27,sai:[8,33,34,55,62,71,73],sake:64,same:[2,4,7,8,9,14,15,16,23,24,26,31,32,38,42,44,46,47,48,50,53,61,65,66,69,73,74,81,84],samping_id:8,sampl:[2,4,7,12,32,52,69,71,73,81,82,83,84],sample_dim:82,sample_id:7,sample_num:7,sampler:32,satifi:7,satisfi:[18,51,69,74,84],save:[2,8,12,14,19,21,23,24,27,33,44,51,54,55,62,71,73,74,75,83,84],save_dir:[55,71,73,75,82,84],save_only_on:[70,71],saving_period:[70,71],saving_period_by_batch:[70,71,73,84],saw:2,scalabl:47,scalar:[2,8,17,34,53],scale:[5,44,45,48,52,65,83],scaleop:65,scaleopmak:[47,65],scalingproject:8,scan:[23,47],scatter:8,scenario:[55,70],scene:70,schdule:74,schedul:[23,27,45,74,82],scheduler_factor:6,schema:81,scheme:[7,22,65],scope:[16,28,46],score:[7,8],scrip:84,script:[4,12,62,65,69,74,83,84],search:[8,19,50,56,61,71],second:[2,8,15,30,32,38,41,43,50,52,55,57,65,69,81,83,84],secret:74,section:[2,42,45,61,64,69,74,84],see:[2,4,8,9,15,19,42,44,46,55,57,63,65,66,68,74,81,82,83,84],seed:[68,71],seem:18,seen:65,segment:[7,38,53,66],segmentor:81,sel_fc:8,selcet:8,select:[8,63,74],selected_id:8,selected_indic:8,selected_row:[51,54],selected_rows_desc:[51,54],selectedrow:[35,54],selectiv:8,selector:75,self:[16,32,39,42,53,55,64,65],selfnorm:8,semant:[12,15,49],semat:15,send:[19,24,44,45,47,52,54,71,74],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sensit:8,sent:[15,24,44,47,52,75],sentenc:[2,8,12,38,53,61,84],sentence_input:53,sentiment:[2,55,84],sentimental_provid:2,separ:[2,7,24,31,48,71,81,84],seper:53,seq:[8,12],seq_len:53,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:81,seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,81],seqtoseq_net:[8,81],sequel:2,sequenc:[2,5,7,8,9,11,12,17,28,33,39,41,53,64,81,84],sequence_conv_pool:84,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,61,84],seri:9,serial:[2,14,17,23,40,47,54],serializ:47,serv:[44,47,53,57,68,74,82],server:[15,18,22,25,26,44,47,57,64,69,70,79],serverless:19,servic:[57,79],sess:[32,39,46],session:[39,57,68],set:[1,2,4,6,7,8,9,12,14,15,19,27,32,35,38,42,47,48,50,53,55,56,57,61,62,64,65,66,67,68,69,70,71,73,74,75,81,83,84],set_active_typ:64,set_default_parameter_nam:6,set_drop_r:64,set_float_el:16,set_input:8,set_siz:64,set_typ:64,setdatatyp:51,setdefault:65,setp:74,setq:62,settup:64,setup:[2,49,57,64,65,79,84],sever:[2,7,8,16,22,28,32,38,40,42,51,53,69,73,74,84],sexstant:79,sgd:[10,14,15,19,27,40,44,45,46,51,69,82],sgdasync_count:70,shall:18,shape:[8,12,14,16,17,32,34,38,41,42,46,47,51,65,66,83],shard:[19,20,21,22,23,24,26,44,45,74],share:[8,18,32,37,40,42,47,53,56,57,62,65,68,71,75],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[36,37,50,66],shell:[74,83],shift:83,shorten:8,shorter:83,should:[2,4,6,7,8,12,14,15,16,17,24,27,28,31,32,35,38,39,40,41,43,44,47,48,51,52,53,54,55,61,63,65,69,74,84],should_be_fals:15,should_be_tru:15,should_shuffl:2,show:[4,7,10,17,19,30,34,38,41,53,55,62,66,71,74,75,81,83,84],show_check_sparse_distribution_log:[70,71],show_layer_stat:[70,71],show_parameter_stats_period:[70,71,73,75,84],shown:[2,8,15,44,61,64,66,68,74,82,83,84],shrink:64,shuffl:[2,12],sid:74,side:[8,14,40,66,83],sig:74,sigint:69,sigmod:52,sigmod_op:52,sigmod_output:52,sigmoid:[8,17,46,52,53,64],sigmoidactiv:9,sign:[29,74],signal:69,signatur:74,signific:68,similar:[8,17,43,45,47,53,65,74,79,84],similarli:[8,12,65],simpl:[1,2,5,7,8,9,12,14,33,41,45,50,52,53,56,57,63,68,71,84],simple_attent:61,simple_gru:[61,84],simple_lstm:[8,84],simple_rnn:[8,61],simpler:40,simplest:74,simpli:[1,8,15,24,38,56,57,61,68,81,83],simplifi:[15,42,52,64,75],simultan:74,sinc:[8,9,19,23,25,26,35,43,44,46,48,53,55,57,66,68,74,79,82,84],sincer:63,singl:[2,7,9,12,19,44,45,46,47,50,57,64,69,75,83,84],sinlg:14,site:[18,74],six:81,size:[2,7,8,9,10,12,14,19,21,22,24,32,42,43,44,46,51,52,53,55,61,64,65,66,69,71,82,83,84],size_a:8,size_b:8,size_t:[22,53,64],sizeof:[17,81],skip:[43,55,63,69,74,83],sliceproject:8,slide:[8,10,12,19],slightli:32,slope:8,slopeinterceptlay:8,slow:[2,68],slowli:62,small:[2,12,16,28,32,64,69,71],small_messag:[70,71],smaller:[8,16,19],smart:50,smartli:8,smooth:8,snap:75,snapshot:[20,26,74],snippet:[31,39,61,64,68,74,84],sock:27,sock_recv_buf_s:[70,71],sock_send_buf_s:[70,71],socket:71,softmax:[8,9,15,17,34,41,44,45,46,61,64,81,84],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:84,softwar:[57,68,79],solid:32,solut:79,solv:[15,44,47],some:[2,6,8,12,14,15,17,18,22,23,24,26,27,31,32,33,38,39,41,42,44,45,47,48,50,53,55,56,63,64,65,66,68,70,71,73,74,79,82,84],some_c_api_funct:37,some_inst:37,some_op:[35,38,53],some_python_class:36,somecppclass:36,somedata:14,somegotyp:36,someth:[2,8,22,42,62],sometim:[8,10,43,62,68],somewhat:24,somewher:50,soon:19,sophist:[55,64,69],sort:[8,12,53,71,74],sort_by_length:53,sourc:[8,12,16,18,30,32,37,43,47,55,57,61,63,67,74,75,81,84],source_dict_dim:61,source_language_word:61,space:[7,8,42,45,57,61,62,68],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,64,66,69,71,74,84],sparse_binary_vector:[2,12,84],sparse_binary_vector_sequ:12,sparse_float_vector:2,sparse_non_value_slot:12,sparse_remot:22,sparse_upd:[6,22],sparse_value_slot:12,sparse_vector:12,sparse_vector_sequ:12,sparseparam:64,sparseprefetchrowcpumatrix:64,spatial:8,speak:61,spec:[74,75],specfii:71,special:[8,24,35,39,44,56,65,81,84],specialvartypeinfer:35,specif:[1,14,18,19,30,47,50,62,65,73,84],specifi:[1,2,7,8,15,16,22,23,24,27,28,30,32,42,44,46,50,52,53,55,56,61,62,64,66,71,74,82,83,84],speech:8,speed:[9,57,79],spefici:83,sphinx:[36,56,57],sphinx_rtd_them:56,split:[2,8,26,34,47,53,69,73,74,81,83,84],split_count:74,sql:1,sqrt:8,squar:[8,10,11,55],square_error_cost:55,squarerootnpool:8,srand:71,src:18,src_backward:61,src_embed:61,src_forward:61,src_root:4,src_word_id:61,srl:12,ssd:8,ssh:[57,69,74,75],sshd:57,ssl:56,sstabl:15,stabil:[16,65],stabl:[49,74],stack:[47,53,55,74,84],stackexchang:8,stage:[18,25,32,54,63,69],stale:[19,46],stamp:68,standard:[6,47,62,81],stanford:[12,16,75],star:18,start:[8,9,14,18,19,22,23,24,26,27,40,44,55,57,61,62,68,69,71,78,81],start_pass:[70,71],start_po:8,start_pserv:71,startup:[19,27,74],stat:[56,68,71],state:[8,9,19,38,50,53,55,61,71,75,82],state_act:[8,9],statement:[33,64,74],static_cast:66,staticinput:[8,61],statist:[8,71,84],statset:68,statu:[27,63,68,74,75],status:75,std:[14,18,22,35,36,37,47,48,50,52,64,65,66,71],stderr:69,stdout:69,step:[4,8,9,11,16,17,19,24,32,33,40,42,44,45,47,52,53,57,61,63,64,68,69,74,75,79,84],step_id:53,step_input:53,step_net:17,step_output:53,step_scop:47,stepnet:[17,38,47,50],still:[23,26,44,48,66,83],stirng:42,stmt1482205552000:74,stmt1482205746000:74,stochast:[10,19,23,26],stop:[8,57,62,69,71,75],storag:[29,56,74,75],store:[7,8,12,14,16,17,18,22,35,40,41,42,44,46,47,48,50,53,64,65,66,69,71,74,75,81,83,84],str:[14,27,53,73],straight:[41,51],strategi:[2,11,19,42,45,71],street:8,strength:82,strict:43,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,17,23,30,41,42,46,47,48,50,51,52,54,64,65,71,74],strip:84,struct:[23,24,29,35,37,48,52],structur:[17,23,32,41,42,47,51,69,74,81,84],sts:74,stuff:63,stun:2,style:[2,8,47,52,56,63],sub:[7,8,12,15,26,32,38,40,42,44,61,64,84],sub_nest_seq:8,sub_sequ:[2,8],subclass:42,subcommand:30,subgradi:10,subgraph:[32,45],submiss:44,submit:[47,63,70,71,74],subnet0:74,subnet:[15,74],subobjectpath:75,subsequ:8,subsequenceinput:8,subset:64,substanti:83,succeed:[23,75],success:[8,24,74,75,83],successfulcr:75,successfulli:[65,83],successor:71,sudo:[56,62,74],suffer:16,suffic:[43,55],suffici:71,suffix:27,suggest:[8,18,68],suit:79,suitabl:[51,63,71],sum:[8,10,17,20,35,42,61,64],sum_:8,summar:[32,84],sumopgradmak:48,sumpool:8,suppli:51,support:[6,7,8,11,12,16,17,19,26,27,31,32,40,43,44,45,47,48,51,56,57,61,62,63,64,65,66,68,71,74,79],suppos:[9,18,31,51,55,64,84],suppress:[8,30],sure:[47,62,63,64,74],surpass:8,svs:52,swagger:29,swap_channel:83,swig:[4,25,36,37,56],swig_paddl:[4,82],switchop:17,symbol:[8,17,37],symbols_ready_:17,symbolt:[17,47],symlink:63,sync:[19,63,71,82],syncflag:64,synchron:[10,19,23,69,71,74],syntax:43,synthect:55,synthes:82,synthet:55,sys:83,system:[17,18,19,24,26,29,31,32,44,45,56,57,65,69,75,84],t2b:81,tab:[57,84],tabl:[2,7,8,17,35,51,54,83,84],tablelookup:51,tablelookupgrad:51,tablelookupop:51,tableproject:8,tag:[7,12,57,61],tagtyp:7,take:[2,4,7,8,9,15,17,18,19,26,28,32,33,34,35,41,42,47,48,53,61,62,64,65,68,74,75,82],taken:[2,53],talk:24,tanh:[8,9,32,44,61,64],tanhactiv:9,tar:[14,56,74],tarbal:74,target:[8,12,14,17,18,32,39,44,46,47,61,63,65,81,84],target_dict_dim:61,target_dictionary_dim:8,target_language_embed:8,target_language_word:61,target_link_librari:18,targetinlink:8,task:[2,7,8,44,52,55,61,73,81,83],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tcp:[71,74],teach:84,tear:68,technic:19,techniqu:[61,64],technolog:62,tee:75,tell:[19,23,24,52,57,68],templat:[31,52,65,66,75,79],tempor:[8,84],temporari:[27,42,80],ten:62,tensor:[16,18,32,35,38,45,46,51,53,54,65],tensor_array_read:53,tensor_array_s:53,tensor_array_stack:53,tensor_array_unstack:53,tensor_array_writ:53,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorarraydesc:53,tensordesc:51,tensorflow:[17,32,34,44,45,53,66],term:[8,9,19],termin:75,terminolog:55,tese:1,tessorarrai:53,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,37,43,46,49,56,57,66,67,68,69,70,81,83,84],test_:65,test_all_data_in_one_period:75,test_check_grad_ingore_i:65,test_check_grad_ingore_x:65,test_check_grad_norm:65,test_fcgrad:64,test_gpuprofil:68,test_layergrad:64,test_list:[2,55,84],test_mul_op:65,test_norm:65,test_pass:[70,71,73],test_period:[70,71,73],test_wait:[70,71],testa:15,testb:15,testbilinearfwdbwd:68,testcas:65,testconfig:64,testfcgrad:64,testfclay:64,testlayergrad:64,testmodel_list:70,testmulgradop:65,testmulop:65,testq:15,testresult:14,testsave_dir:70,testutil:64,text1:30,text:[1,2,7,9,12,15,38,57,74,81,84],text_conv:84,text_fil:12,tflop:68,tftp:79,tgz:[12,56],than:[2,4,6,7,8,9,19,27,31,32,42,47,48,53,56,57,61,62,64,69,74,79,83],thank:81,thei:[2,8,15,18,19,24,26,28,30,32,33,39,42,45,46,47,52,53,54,55,57,61,62,64,65,66,68,69,70,74,83],them:[1,2,7,8,9,15,16,18,19,22,27,28,31,35,43,45,47,48,50,51,52,53,54,55,57,62,65,68,70,71,74,83,84],themselv:18,theori:68,therefor:56,therein:[8,17],therun:83,theta:32,theta_d:32,theta_g:32,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,31,32,33,38,39,40,41,42,43,44,45,46,47,51,52,53,55,56,57,61,62,63,64,65,66,68,69,71,73,74,75,79,81,82,83,84],thin:35,thing:[2,32,47,55,63,68],think:[15,18],third:[8,19,65,68,83],third_parti:8,thirt:62,those:[17,18,19,31,33,34,41,83],though:[53,79],thought:[18,68],thread:[64,68,71,73],thread_local_rand_use_global_se:[70,71],threadid:73,threadloc:68,three:[2,7,8,16,19,33,39,40,41,43,55,71,82,83],threshold:[6,7,8,19,23,71],through:[4,8,18,19,23,25,39,46,61,64,65,68,69,81,82],throughout:[28,84],throughput:68,thrust:47,thu:[2,8,26,55,64,74,80],tier:75,tight:56,time:[2,8,9,11,12,15,16,18,19,23,26,31,35,38,42,43,44,45,47,48,51,52,53,54,55,61,62,66,68,71,73,75,79,84],timelin:[8,47,68],timeo:74,timeout:[19,23],timeout_sec:12,timer:56,timestamp:[8,20],timestep:[2,8,50],titl:12,tls:29,tmp:42,to_no_sequ:8,to_sequ:8,todo:[7,10,12,17,19,23,26,52],toend:8,togeth:[2,8,9,12,14,53,61],token:[7,8,15,61,81],toler:[14,16,65],too:[12,16,44,53,57],took:79,tool:[57,61,62,63,74],toolchain:56,toolkit:56,top:[7,14,38,65,83],top_k:7,top_level_rnn:38,toplevel:62,topolog:[15,19,40,44,46],topolopi:14,torch:17,toronto:12,total:[14,19,43,45,68,69,75,79,81],total_pass:43,toward:55,trace:[17,32],track:[19,23,42,63],tractabl:8,tradit:[8,17],traffic:44,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,17,21,23,24,26,32,33,40,41,46,47,51,54,61,64,67,68,70,76,77,83],train_conf:81,train_config_dir:74,train_id:74,train_list:[2,55,83,84],trainabl:[8,42],traindot_period:70,trainer:[2,4,15,20,21,22,23,25,40,44,45,47,55,64,69,71,73,82,84],trainer_config:[1,2,55,69,74,75,84],trainer_config_help:[2,55,64,84],trainer_count:[70,71,73,74,75],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[71,74],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:84,training_machin:82,trainingtest_period:70,trainonebatch:22,trainonedatabatch:82,tran:[64,71],trane:2,transact:[19,23],transfer:[1,2],transform:[8,9,47,61,64,66,82,84],transform_param_attr:9,transformed_st:9,translat:[8,9,55,81],transpar:69,transport:71,transpos:[8,64,82],transposedfullmatrixproject:8,travel:2,travers:33,travi:[56,63],treat:[8,17,24],treatment:24,tree:[8,17,42,71],trg_embed:61,triain:1,tricki:36,trigger:[26,40],trim:8,trivial:[2,53],trn:84,true_block:[17,34,41],true_imag:43,true_label:43,true_read:43,truth:[7,8,84],tst:84,tune:[6,8,67,84],tuninglog_barrier_abstract:70,tupl:[2,8,9,12,14,42,43],ture:8,turn:[8,42,43,82],tutori:[57,61,63,64,65,68,69,74,75,76,77,80,83,84],twice:[32,45],twine:49,two:[1,2,7,8,9,15,24,25,26,27,30,32,33,35,41,43,44,46,47,48,50,51,52,53,54,55,57,61,65,66,68,69,73,74,81,82,83,84],txt:[2,18,27,30,64,69,74,84],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,29,30,35,36,37,38,41,42,43,47,48,51,52,54,55,57,61,62,64,66,71,73,74,75,83,84],type_nam:52,typedef:[24,36,37],typeid:52,typenam:[31,52,65,66],typic:[4,7,44,57,68],ubuntu:49,ubyt:43,uci:12,ufldl:8,uid:75,uint32:29,uint64:36,uint64_t:36,unawar:24,unbalanc:71,unbound:61,unclear:26,under:[18,23,45,55,56,57,66,74],underli:55,understand:[42,57,68,79,81],understand_senti:61,undeterminist:68,unidirect:8,unifi:51,uniform:[6,8,12,21,32,42,43,71,82],uniform_random:42,uniqu:[15,17,19,26,27,42,50,65,71,74],unique_nam:42,unique_name_gener:42,unique_ptr:[48,50,64],unit:[8,9,18,55,56,57,61,63,66,67],unittest:[37,65],unittestcheckgrad_ep:70,unix:69,unk:[51,54,81],unk_idx:84,unknown:8,unlik:[8,65],unordered_map:50,unpack:53,unrol:38,unseg:8,unsign:24,unstack:53,unstack_from:53,unsupervis:32,unsupport:65,until:[19,24,45,50,69,74],untrack:63,updat:[6,8,10,19,23,24,29,32,38,39,40,44,50,53,56,63,64,69,71,73],update_equ:14,update_hook:6,update_memori:17,update_op:39,updatecallback:64,updatestack:74,upgrad:80,upload:[19,27,29,49],upon:19,upper:8,upstream:63,uri:74,url:12,usag:[1,2,7,8,9,14,34,40,55,65,68,81,82],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,28,32,35,38,39,40,42,44,45,46,50,51,52,53,54,55,56,57,58,61,62,63,64,65,68,69,71,73,74,75,81,82,83,84],use_etcd:14,use_global_stat:8,use_gpu:[70,71,73,75,82,83,84],use_old_updat:[22,70,71],use_seq:55,use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,32,38,40,42,43,44,46,47,50,52,53,55,58,61,62,64,65,66,68,69,70,71,73,74,81,83,84],useful:[1,2,8,9,16,50,61,64,73,84],usegpu:[64,82],useless:69,user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,30,31,32,33,35,39,42,43,44,45,46,47,48,50,52,53,55,57,69,70,71,74,79,83,84],user_info:12,user_nam:21,usercert:21,userinfo:12,userkei:21,usernam:[21,63],uses:[2,19,26,40,44,61,62,63,64,66,71,74,83,84],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,30,31,32,35,38,39,41,43,44,48,50,52,55,57,61,62,63,64,65,66,68,71,73,74,75,80,81,82,83,84],usr:[56,69,71,74],usrdict:81,usrmodel:81,usual:[8,14,27,41,55,56,65,68,71,73,74],utf:81,util:[4,56,61,64,65,68,79],uuid:[20,26],v28:8,valid:[8,43,47,50,65,74,83],valu:[2,4,6,7,8,10,11,12,14,16,17,19,34,38,39,40,41,42,44,46,47,50,51,52,53,54,55,61,64,65,71,73,74,82,83],value1:71,value2:71,value_:51,value_evalu:7,value_rang:12,values_:53,vanilla:61,varabl:45,vardesc:[17,33,41,42,47,51],vardescbuild:17,vari:[68,74],variabl:[2,8,12,15,16,17,28,32,33,34,35,38,39,41,44,45,46,48,51,52,53,55,56,64,65,69,74,75],variablenamemap:65,varialbl:32,varianc:[8,83],variant:[8,35,53,57],varienc:53,varient:53,variou:17,varproto:52,vars_:[17,50],vartyp:[51,54],vartypeinfer:35,vector:[2,8,9,12,15,17,22,24,34,38,42,47,48,51,53,61,64,66,81,84],vectorenable_parallel_vector:70,vendor:18,verb:12,verbos:30,veri:[2,8,11,18,23,31,32,40,45,50,53,61,68,84],verifi:[17,64],versa:56,version:[8,9,18,27,30,32,34,49,56,57,62,64,68,69,70,71,74,75,81],versu:15,vertic:[8,83],vgg:9,via:[19,38,43,56,63,68,69,74,79,84],vice:56,view:8,virtual:[35,48,57,62],virtualenv:62,visibl:[26,50,57],visit:14,visual:[8,57,68],vlog:22,voc_dim:84,volum:[57,75],volumemount:[74,75],volumn:74,vutbr:12,wai:[2,7,8,9,15,24,26,42,44,46,53,55,57,61,62,64,69,73],wait:[10,19,24,63,71],walk:[4,82],wangkuiyi:18,want:[2,8,15,27,32,43,46,50,53,55,56,57,62,63,64,71,73,81,83,84],warn:30,warp:[8,68],warpctc:8,watch:19,wbia:[74,83],web:57,websit:84,weight:[7,8,9,10,61,64,71,73,83],weight_act:9,weightlist:64,weights_:64,weights_t:64,welcom:18,well:[27,31,32,44,46,51,57,64,71,74,84],were:[7,18],west:74,wether:8,wget:56,what:[6,8,10,18,32,42,45,52,55,63,65,69,79,84],whatev:62,wheel:56,when:[1,2,6,7,8,12,14,16,17,18,19,22,23,24,27,30,40,41,42,44,45,47,53,61,62,63,64,65,66,68,71,73,74,75,79,81,82],whenev:42,where:[2,8,9,10,15,17,19,26,33,38,41,47,53,55,61,64,65,68,69,71,73,81,83],wherea:[17,23,31,34],whether:[7,8,14,16,17,43,51,53,64,65,71,82],which:[1,2,4,6,7,8,9,10,12,14,15,16,17,18,19,21,23,24,26,27,28,31,32,35,38,39,40,41,42,43,44,45,46,47,48,50,51,52,53,55,61,62,63,64,65,66,68,69,71,73,74,79,82,83,84],whichev:82,while_loop:53,whileloop:53,whileop:17,whl:56,who:[31,33,42,81,83],whoever:24,whole:[2,7,12,32,34,36,37,38,52,74,75,79,84],whose:[2,8,12,16,19,26,38,47,52,53,61],why:[9,16,37,62],wide:[18,32],width:[7,8,12,22,36,43,64,65],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,57,62],wise:[8,45,47,66],with_avx:[57,63],with_avxcompil:56,with_bia:52,with_coveragecompil:56,with_doccompil:56,with_doubl:64,with_doublecompil:56,with_dsocompil:56,with_gpu:[57,62,63],with_gpucompil:56,with_profil:68,with_profilercompil:56,with_pythoncompil:56,with_rdmacompil:56,with_style_check:63,with_style_checkcompil:56,with_swig_pycompil:56,with_test:[57,63,65],with_testingcompil:56,with_tim:68,with_timercompil:56,within:[8,23,55],without:[7,8,19,24,42,43,45,47,65,69],wloop:53,wmt14:61,wmt_shrinked_data:12,woboq:57,won:[68,83],wonder:2,word2vec:27,word:[2,7,8,12,33,35,38,45,47,52,53,61,73],word_dict:84,word_dim:84,word_id:2,word_idx:12,word_vector:84,word_vector_dim:[8,61,81],words_freq_sort:12,work:[2,4,12,15,17,18,19,39,42,43,56,61,62,63,64,68,69,71,74,75,79,84],worker:[45,54,74],workercount:74,workflow:[47,57,63,74],workspac:[57,71],worri:55,wors:82,would:[14,17,18,19,26,31,32,33,39,40,42,43,45,51,53,57,62,69,74,79,82,84],wouldn:33,wrap:[31,32,79],wrapper:[9,18,31,44,48,53,68],write:[2,12,15,19,26,31,35,39,42,43,44,45,47,48,53,57,62,63,67,69,74],write_lock:20,writelin:55,writer:[15,42],written:[17,32,44,47,51,65,66],wrong:[2,43],wrote:45,wsize:74,www:[8,12],x64:56,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,64],xgbe0:71,xgbe1:71,xmap_read:12,xrang:[16,32,43,55,64],xxx:[15,53,83],xxxx:20,xxxxxxxxx:74,xxxxxxxxxx:74,xxxxxxxxxxxxx:74,xxxxxxxxxxxxxxxxxxx:74,xzf:56,y_dim:32,y_neg:16,y_po:16,y_predict:55,yaml:[18,74,79],yancey1989:27,yann:12,yapf:63,yeild:14,yet:79,yield:[2,12,15,21,43,55,84],yin:8,you:[1,2,4,6,8,9,14,16,27,50,55,56,57,61,62,63,64,68,69,71,73,74,79,81,82,83,84],your:[2,8,14,15,18,22,27,30,47,56,57,62,63,64,68,69,73,74,79,84],your_access_key_id:74,your_secrete_access_kei:74,your_source_root:37,yourself:8,yum:56,yuyang18:[10,12],z_dim:32,z_size:32,zero:[2,6,8,9,10,12,16,19,32,40,42,51,64,71,74,84],zhidao:81,zip:[12,42],zone:74,zxvf:74},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","The <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Optimizer Design","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: PaddlePaddle Programs","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design for TensorArray","Background","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","&lt;no title&gt;","&lt;no title&gt;","PaddlePaddle Documentation","Cluster bootstrapping tool survey","&lt;no title&gt;","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Model Zoo - ImageNet","Quick Start"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":21,"\u4e0d\u4f7f\u7528":36,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":36,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":36,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":36,"\u4ec5\u4ec5\u4f7f\u7528void":36,"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":36,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":37,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":37,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":29,"\u5206\u652f\u89c4\u8303":49,"\u52a0\u901f\u6267\u884c":20,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":36,"\u52a8\u6001\u6269\u5bb9":20,"\u539f\u56e0":36,"\u539f\u56e0\u5217\u8868":36,"\u53c2\u8003\u6587\u6863":29,"\u540d\u8bcd\u89e3\u91ca":29,"\u57fa\u672c\u8981\u6c42":36,"\u5b9e\u73b0":36,"\u5b9e\u73b0\u65b9\u5f0f":37,"\u5bfc\u51fac":36,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":36,"\u63a8\u6d4b\u6267\u884c":20,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":21,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":29,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":21,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":21,"\u6587\u4ef6\u9884\u5904\u7406":21,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":37,"\u672f\u8bed":20,"\u67b6\u6784\u56fe":29,"\u6846\u67b6\u751f\u6210":29,"\u6982\u5ff5\u89e3\u91ca":21,"\u6a21\u5757":29,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":37,"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u751f\u6210sparse\u6587\u4ef6":29,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":29,"\u76ee\u5f55\u7ed3\u6784":37,"\u76ee\u6807":29,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u7b26\u53f7":36,"\u7c7b":36,"\u7f16\u8bd1\u9009\u9879":37,"\u7f29\u5bb9":20,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":36,"\u80cc\u666f":36,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":29,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":21,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":21,"\u8f6c\u6362\u5e93":21,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":36,"\u8fdb\u884c\u8bad\u7ec3":21,"abstract":[44,45,46,79],"book\u4e2d\u6240\u6709\u7ae0\u8282":49,"case":73,"class":[32,40,42,64,65],"filemanager\u8bbe\u8ba1\u6587\u6863":29,"function":[18,31,32,42,81],"new":[64,65],"paddle\u52a8\u6001\u5e93\u4e2d":36,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":36,"paddlepaddle\u53d1\u884c\u89c4\u8303":49,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":49,"return":43,"tensor\u5230eigentensor\u7684\u8f6c\u6362":66,AWS:74,Abs:5,DNS:74,EFS:74,For:[18,75],KMS:74,NOT:28,Not:62,The:[17,24,32,33,34,35,39,40,47,48],USE:47,Use:[17,41,73,75],Using:[18,24,57,63],With:[27,57],about:32,access:74,account:74,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:74,address:74,addto:8,adversari:82,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,38,44,84],all:[50,53],analysi:44,api:[0,3,37,39,42,52,57],appendix:[79,84],applic:3,approach:68,architectur:[44,61,84],argument:[30,43,70,73,84],arrai:16,asset:74,associ:[50,74],assumpt:79,async:71,attent:61,attribut:6,auc:7,auto:16,avg:11,aws:74,backgraound:16,background:[45,46,53,54,55,65],backward:[33,47,65],base:[27,45],basepool:11,basic:79,batch:43,batch_norm:8,batch_siz:43,beam_search:8,benefit:[45,47],between:[15,42,47,52],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:17,bind:65,block:[17,32,33,41,42,47],block_expand:8,blockdesc:41,book:57,bootstrap:79,branch:63,brelu:5,bring:79,bucket:74,build:[32,47,56,58,62,63,75],built:68,cach:2,can:50,capi:37,capi_priv:37,cento:56,challeng:45,check:[8,16,64,69],checker:16,checkpoint:[19,20,26],chines:81,choos:[18,74],chunk:7,cifar:12,classif:7,classification_error:7,classification_error_print:7,client:24,clip:8,clone:63,close:16,cloudform:74,cluster:[25,69,73,74,79],cmake:18,code:[27,42,62,63],column_sum:7,command:[72,73,84],commit:[63,75],common:71,commun:71,compar:79,comparis:42,compil:[17,41,47,65],compos:43,comput:[17,33,47,66],con:79,concat:8,concept:[42,47,74],conclus:[26,79],condit:32,config:[3,73],configur:[13,61,67,69,74,84],conll05:12,connect:8,construct:33,contain:[57,75],content:[37,68,74],context_project:8,contribut:63,control:47,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,44,45],convolut:84,core:[16,42,74],cos_sim:8,cost:8,cpu:[57,73],creat:[43,46,47,50,63,74,75],creation:23,creator:43,credenti:74,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cudnnavg:11,cudnnmax:11,current:48,custom:43,data:[8,12,19,43,44,55,74,75,81,82,84],datafeed:12,dataprovid:[2,3,71],dataset:[12,19,23],datatyp:12,date:63,decayedadagrad:10,decor:43,deep:17,defin:[65,74,84],definit:54,delet:[63,74],demo:[32,74],dens:26,depend:[32,56],deploi:27,deriv:64,describ:39,descript:[30,47,71,82],design:[15,16,17,19,23,24,25,26,28,31,32,33,35,38,39,40,41,42,43,44,45,46,47,48,50,51,53],destroi:[50,74],detail:[22,71],detect:[7,8],detection_map:7,detection_output:8,develop:[47,57,62,63,67],devic:73,dictionari:[43,81],differ:[47,73],directori:74,discrimin:32,discuss:[32,45],dispatch:[19,23],distribut:[15,19,22,27,44,69,71,74],doc:[15,17,19,23,24,25,26,28,31,33,35,40,41,42,43,44,45,46,47,48,51],docker:[27,57,62,75],document:[57,78],doe:28,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:74,download:[56,74,75,81,83],dropout:8,dylib:37,dynam:[19,53],ec2:74,eigen:66,elast:74,elect:26,els:17,embed:[8,81,84],engin:32,enough:16,entri:43,environ:27,eos:8,equat:64,eval:44,evalu:[7,55],event:[14,15],exampl:[15,18,34,37,46,81,82],execut:[17,41,47],executor:28,exp:5,expand:8,expandlevel:8,explain:16,extern:74,extract:[81,83],fault:19,featur:83,file:[17,74,75,84],find:74,first_seq:8,fork:63,format:[17,19,84],forward:[33,65],frame:17,framework:[16,66],from:[15,26,52,56,58,62],full_matrix_project:8,fulli:8,gan:[32,82],gate:61,gated_unit:8,gener:[32,61,62,79,82],get:[59,75],get_output:8,github:63,global:[41,42],gotcha:62,gpu:[57,68,71,73],gradient:[16,24,48,64],gradient_print:7,graident:16,graph:[33,45,47],group:[8,74],gru:[9,71],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:68,handler:[15,36],happen:26,helper:42,hierarchi:17,high:[39,52],hook:63,how:[16,22,43,47,65,66,67,68],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:74,ident:5,identity_project:8,ifels:34,ifelseop:17,imag:[8,9,27,57,75],imagenet:83,imdb:12,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,28,38,42,43,47,48,64,65,66,82],infer:[14,84],infershap:[41,51],infervartyp:35,info:83,ingredi:15,ingress:29,init_hook:2,initi:[24,32,73,74],input_typ:2,insid:50,inspect:74,instal:[56,58,74,79,84],instanc:74,integr:74,interact:52,interfac:[12,16,19,24,25,39,43,46,50,83],intermedi:47,interpol:8,introduc:53,introduct:[1,81,83],isn:43,issu:63,job:[19,27,69,74,75],join:8,keep:63,kei:74,kernel:47,kill:69,kmax_sequence_scor:8,kube:74,kubectl:74,kubernet:[27,74,75],lambda_cost:8,languag:17,larg:22,last_seq:8,launch:69,layer:[8,15,31,42,64,73],learn:17,learnabl:8,leval:52,level:[39,52],libpaddle_capi_shar:37,libpaddle_capi_whol:37,librari:[24,47],limit:44,line:[72,84],linear:[5,55],linear_comb:8,list:[20,43],local:[44,46,50,63,73,74],lodtensor:[38,53],lodtensordesc:54,log:[5,84],logic:23,logist:84,low:52,lstm:[9,71],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:47,main:32,manag:18,map:[43,47],master:[19,23,27],math:8,mathemat:16,matrix:71,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:32,memori:[8,38],messag:52,might:32,migrat:47,mileston:47,mini:43,minibatch:12,misc:8,mix:[8,73],mnist:[12,82],model:[2,3,13,15,22,24,26,32,55,57,60,61,69,73,81,82,83,84],modifi:75,modul:[47,66],momentum:10,more:32,motiv:28,movielen:12,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:43,multiplex:8,name:[50,74],nce:8,necess:42,necessari:47,need:[43,62,68],nest:38,network:[9,47,61,73,82,83,84],neural:[61,84],neuralnetwork:55,nlp:[9,71],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:68,nvvp:68,object:19,observ:[81,83],onli:[43,50,57],op_mak:47,oper:[31,34,41,42,45,47,48,51,53,65],opinfomap:47,opkernel:[47,65],opproto:52,optim:[10,19,24,33,39,42,67,84],option:[30,56,81],opwithkernel:47,order:30,origin:[47,63],orthogon:50,outlin:70,output:[8,69,74],overview:[26,28,47,50,84],packag:18,pad:8,paddl:[22,43,50,66,75],paddlejob:27,paddlepaddl:[15,17,41,44,49,57,58,62,74,78,81],pair:74,parallel_nn:73,paramet:[6,8,14,15,19,24,25,27,40,42,45,71,72,74,81,83],paraphras:81,parent:50,part:33,partit:24,pass:73,path:[26,30],perform:[68,71],persist:23,pfsclient:[29,30],pfsserver:29,placement:44,pnpair:7,point:74,pool:[8,11],pose:[35,48],power:8,pre:63,precision_recal:7,predict:[4,83],prefetch:43,prelu:8,prepar:[55,69,74,81,82],preprocess:[81,84],prerequisit:69,pretrain:81,print:7,privat:74,pro:79,problem:[35,39,48,55],procedur:79,process:[19,24,27,39,47,62],profil:68,program:[17,41,42],programdesc:41,project:18,propos:[35,48],protobuf:51,protomak:65,provid:[2,43,84],pserver:26,pull:63,push:63,pydataprovider2:2,python:[4,16,27,38,39,42,43,44,52,54,57,64,65,83,84],qualiti:47,queue:[19,23],quick:84,randomnumb:71,rank:7,rank_cost:8,reader:[12,15,43],realiz:47,recoveri:19,recurr:[8,9,61,84],recurrent_group:8,ref:16,refactor:47,refer:[2,44,45,68],region:74,regist:[35,47,52,65],registr:[47,48],registri:47,regress:[55,84],regular:24,relat:[47,53],relu:5,remark:65,remot:[25,46],render:74,repeat:8,represent:[17,47],request:63,requir:[18,32,56,63],reshap:8,resiz:8,resnet:83,result:[69,75],retri:23,reus:42,revis:81,rmsprop:10,rnn:[38,53,60,61,71],rnnop:[17,38,47],rotat:8,route53:74,row:51,row_conv:8,row_l2_norm:8,run:[62,65,69,75],runtim:[27,44],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,38,47,50],script:75,secur:74,select:[24,51],selectedrow:51,selective_fc:8,sentiment:12,separ:47,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:61,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,45,71,74],servic:74,session:[44,46],set:72,setup:[56,74],sextant:79,sgd:71,share:[15,50],should:50,shuffl:43,sigmoid:5,simpl:[55,61],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:43,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:[35,48],some:62,sourc:[56,58,62],span:56,spars:[24,25,26,51,73],specifi:[73,81],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:17,standard:84,stanh:5,start:[15,59,63,74,75,84],startup:75,step:38,store:19,structur:82,sub_nested_seq:8,subcommond:30,submit:27,suffici:43,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:84,support:53,survei:79,synopsi:30,system:74,tabl:37,table_project:8,take:43,tanh:5,task:[19,23],tear:74,tecton:79,templat:74,tensor:[8,47,66],tensorarrai:53,tensordesc:54,test:[62,63,64,65,71,73],text_conv_pool:9,theori:16,thi:50,think:32,three:53,timelin:26,timer:68,tip:68,todo:[20,21],togeth:50,toi:82,toler:19,tool:[18,68,79],train:[14,15,19,22,25,27,39,43,44,55,57,69,71,73,74,75,81,82,84],trainer:[14,19,24,26,27,74],tran:8,trans_full_matrix_project:8,transfer:84,tune:[68,71],tutori:81,two:16,type:65,ubuntu:56,uci_h:12,uniform:53,unit:[62,64,65,71],updat:[15,25,26,74],usag:[38,43,57,66,67],use:[22,43,66],user:[19,81],util:7,value_print:7,vardesc:54,variabl:[42,47,50,54],vector:71,verifi:74,vgg_16_network:9,visual:83,volum:74,vpc:74,warp_ctc:8,what:[22,26,28,62,68],when:[26,50],why:[43,47,53,68],wmt14:12,word:[81,84],work:57,workspac:69,wrapper:64,write:[64,65,84],yaml:75,zoo:83}})