From b03aadf1701e0a2cd3f235bb21e25a5b30253481 Mon Sep 17 00:00:00 2001 From: Travis CI Date: Fri, 15 Dec 2017 06:44:45 +0000 Subject: [PATCH] Deploy to GitHub Pages: d5cab4f07c3e63970642cd428a9a33b284ddf4f1 --- .../concepts/use_concepts_cn.rst.txt | 5 ++ .../getstarted/concepts/use_concepts_cn.html | 50 ++++++++++++++++++- develop/doc_cn/searchindex.js | 2 +- 3 files changed, 55 insertions(+), 2 deletions(-) diff --git a/develop/doc_cn/_sources/getstarted/concepts/use_concepts_cn.rst.txt b/develop/doc_cn/_sources/getstarted/concepts/use_concepts_cn.rst.txt index c243083794b..e695ff283e2 100644 --- a/develop/doc_cn/_sources/getstarted/concepts/use_concepts_cn.rst.txt +++ b/develop/doc_cn/_sources/getstarted/concepts/use_concepts_cn.rst.txt @@ -147,4 +147,9 @@ PaddlePaddle支持不同类型的输入数据，主要包括四种类型，和 .. literalinclude:: src/train.py :linenos: +使用以上训练好的模型进行预测，取其中一个模型params_pass_90.tar，输入需要预测的向量组，然后打印输出： + +.. literalinclude:: src/infer.py + :linenos: + 有关线性回归的实际应用，可以参考PaddlePaddle book的 `第一章节 `_。 diff --git a/develop/doc_cn/getstarted/concepts/use_concepts_cn.html b/develop/doc_cn/getstarted/concepts/use_concepts_cn.html index 6c4745544eb..0d5765feadc 100644 --- a/develop/doc_cn/getstarted/concepts/use_concepts_cn.html +++ b/develop/doc_cn/getstarted/concepts/use_concepts_cn.html @@ -400,7 +400,12 @@ trainer.train( 49 50 51 -52
import paddle.v2 as paddle
+52
+53
+54
+55
+56
+57
import paddle.v2 as paddle
 import numpy as np
 
 # init paddle
@@ -428,6 +433,11 @@ trainer.train(
         if event.batch_id % 1 == 0:
             print "Pass %d, Batch %d, Cost %f" % (event.pass_id, event.batch_id,
                                                   event.cost)
+    # product model every 10 pass
+    if isinstance(event, paddle.event.EndPass):
+        if event.pass_id % 10 == 0:
+            with open('params_pass_%d.tar' % event.pass_id, 'w') as f:
+                trainer.save_parameter_to_tar(f)
 
 
 # define training dataset reader
@@ -454,6 +464,44 @@ trainer.train(
     num_passes=100)
+

使用以上训练好的模型进行预测，取其中一个模型params_pass_90.tar，输入需要预测的向量组，然后打印输出：

+
 1
+ 2
+ 3
+ 4
+ 5
+ 6
+ 7
+ 8
+ 9
+10
+11
+12
+13
+14
+15
+16
+17
+18
import paddle.v2 as paddle
+import numpy as np
+
+paddle.init(use_gpu=False)
+x = paddle.layer.data(name='x', type=paddle.data_type.dense_vector(2))
+y_predict = paddle.layer.fc(input=x, size=1, act=paddle.activation.Linear())
+
+# loading the model which generated by training
+with open('params_pass_90.tar', 'r') as f:
+    parameters = paddle.parameters.Parameters.from_tar(f)
+
+# Input multiple sets of data，Output the infer result in a array.
+i = [[[1, 2]], [[3, 4]], [[5, 6]]]
+print paddle.infer(output_layer=y_predict, parameters=parameters, input=i)
+# Will print:
+# [[ -3.24491572]
+#  [ -6.94668722]
+#  [-10.64845848]]
+
+

有关线性回归的实际应用，可以参考PaddlePaddle book的 第一章节。

diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js index 0e1be9da59f..9a8873bb512 100644 --- a/develop/doc_cn/searchindex.js +++ b/develop/doc_cn/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","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/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/tensor_array","design/var_desc","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","mobile/index_cn","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_cn","v1_api_tutorials/imagenet_model/resnet_model_cn","v1_api_tutorials/quick_start/index_cn"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.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/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/tensor_array.md","design/var_desc.md","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","mobile/index_cn.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_cn.md","v1_api_tutorials/imagenet_model/resnet_model_cn.md","v1_api_tutorials/quick_start/index_cn.rst"],objects:{"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.fluid":{regularizer:[26,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,0,1,""],states:[18,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,3,1,""],center_crop:[15,3,1,""],left_right_flip:[15,3,1,""],load_and_transform:[15,3,1,""],load_image:[15,3,1,""],load_image_bytes:[15,3,1,""],random_crop:[15,3,1,""],resize_short:[15,3,1,""],simple_transform:[15,3,1,""],to_chw:[15,3,1,""]}},objnames:{"0":["py","attribute","Python \u5c5e\u6027"],"1":["py","module","Python \u6a21\u5757"],"2":["py","class","Python \u7c7b"],"3":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":126,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":106,"03m":106,"0424m":106,"0473v3":9,"04\u4ee5\u4e0a":89,"04\u4ee5\u53camaco":91,"0630u":106,"06u":106,"0810u":106,"08823112e":4,"0957m":106,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":110,"0\u5c42\u5e8f\u5217":92,"0_cudnn5":86,"0_cudnn5_avx_mkl":89,"0_cudnn7_avx_mkl":89,"0ab":8,"0rc1":73,"0rc2":73,"0x10f256d50":51,"0x7ffe4de00110":51,"100m":83,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":126,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":126,"101\u5c42\u7f51\u7edc\u6a21\u578b":126,"10g":41,"1150u":106,"11\u5b9e\u73b0\u4e86c":56,"11e6":114,"12194102e":4,"124n":106,"128\u7ef4\u548c256\u7ef4":125,"12\u4ee5\u4e0a":89,"12\u64cd\u4f5c\u7cfb\u7edf":80,"13m":114,"1490u":106,"14\u7248\u672c\u4ee5\u4e0a\u7684":121,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":112,"152\u5c42\u7f51\u7edc\u6a21\u578b":126,"15501715e":4,"1550u":106,"15\u884c":93,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":85,"16u":106,"173m":126,"173n":106,"1770u":106,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":114,"197u":106,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":86,"1\u7684\u5c42\u4e4b\u5916":112,"1\u7a00\u758f\u6570\u636e":99,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":112,"210u":106,"211839e770f7b538e2d8":9,"215n":106,"228u":106,"234m":126,"2520u":106,"25639710e":4,"25k":127,"2680u":106,"26\u884c":93,"27787406e":4,"279n":106,"27m":106,"285m":106,"2863m":106,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":106,"2977m":106,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":85,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":115,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":112,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":115,"302n":106,"30u":106,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":125,"32777140e":4,"328n":106,"32\u7ef4":125,"32u":106,"32x32":14,"331n":106,"3320u":106,"36540484e":4,"36u":106,"3710m":106,"3768m":106,"387u":106,"38u":106,"3920u":106,"39u":106,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":89,"3\u53f7gpu":83,"4035m":106,"4090u":106,"4096mb":110,"4279m":106,"43630644e":4,"43u":106,"448a5b355b84":114,"4560u":106,"4563m":106,"45u":106,"4650u":106,"4726m":106,"473m":114,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":85,"4gb":110,"500m":83,"50\u5c42":126,"50\u5c42\u7f51\u7edc\u6a21\u578b":126,"51111044e":4,"514u":106,"525n":106,"526u":106,"53018653e":4,"536u":106,"5460u":106,"5470u":106,"54u":106,"5690m":106,"573u":106,"578n":106,"5798m":106,"586u":106,"58s":114,"5969m":106,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":125,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":89,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":89,"5_cudnn5_avx_mkl":89,"6080u":106,"6140u":106,"6305m":106,"639u":106,"64\u5e73\u53f0\u4e3a\u4f8b":119,"64\u7ef4":125,"64m":54,"655u":106,"6780u":106,"6810u":106,"682u":106,"6970u":106,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":106,"6\u4ee5\u4e0a":[89,91],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":89,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":125,"704u":106,"70634608e":4,"7090u":106,"72296313e":4,"72u":106,"73u":106,"75u":106,"760u":106,"767u":106,"783n":106,"784u":106,"78m":106,"7\u4ee5\u4e0a":119,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":89,"7\u4ee5\u4e0b":119,"7\u548cpip":80,"7\u7248\u672c\u5f00\u59cb":119,"7\u7cfb\u5217":89,"7eamaa":14,"7kb":114,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":102,"8250u":106,"8300u":106,"830n":106,"849m":106,"85625684e":4,"861u":106,"8661m":106,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":125,"877\u884c":125,"892m":106,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":85,"901n":106,"90u":106,"918u":106,"9247m":106,"924n":106,"9261m":106,"93137714e":4,"9330m":106,"94u":106,"9530m":106,"96644767e":4,"983m":106,"988u":106,"997u":106,"99982715e":4,"99m":126,"99u":106,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":120,"9f18":114,"\u4e00":93,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":100,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":113,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":114,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":95,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":95,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":95,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":95,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":121,"\u4e00\u4e2a\u6216\u591a\u4e2a":113,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":83,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":106,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":92,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":92,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":99,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":99,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":99,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":100,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":85,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":110,"\u4e00\u4e2alabel":93,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":96,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":127,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":113,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u4eba":93,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":95,"\u4e00\u53f0\u7535\u8111":97,"\u4e00\u65e9":93,"\u4e00\u662fbatch":83,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":97,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":113,"\u4e00\u6b21\u6027\u676f\u5b50":93,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[92,93],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":73,"\u4e00\u822c\u4ece":98,"\u4e00\u822c\u5728paddlepaddle\u4e2d":93,"\u4e00\u822c\u60c5\u51b5\u4e0b":1,"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":85,"\u4e00\u822c\u6765\u8bf4":96,"\u4e00\u822c\u8868\u793a":93,"\u4e00\u822c\u8bbe\u7f6e":85,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":127,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,90],"\u4e0a":98,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":121,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":73,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":108,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":93,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":115,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0a\u7f16\u8bd1\u5f88\u6162":97,"\u4e0a\u7f51":93,"\u4e0a\u8fd0\u884c":119,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":85,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":87,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":97,"\u4e0a\u8ff0\u7684":84,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":106,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":100,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":100,"\u4e0b":[100,102],"\u4e0b\u540c":85,"\u4e0b\u56fe\u4e2d\u5c31\u5c55\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u5185\u5b58\u6570\u636e\u8fc1\u5f99\u548c\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\u7684\u5efa\u8bae":106,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":126,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":99,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":95,"\u4e0b\u6587\u4f7f\u7528":115,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":114,"\u4e0b\u6b21":93,"\u4e0b\u7684":115,"\u4e0b\u8868\u5c55\u793a\u4e86batch":126,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":114,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":87,"\u4e0b\u8f7dgpu\u7248\u672c\u7684docker\u955c\u50cf":87,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":106,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":100,"\u4e0b\u9762\u4ee5":108,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":100,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":101,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":113,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":56,"\u4e0b\u9762\u5217\u51fa\u4e86":96,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":99,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":115,"\u4e0b\u9762\u662f":100,"\u4e0b\u9762\u662f\u5bf9":100,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":85,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":99,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":126,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":126,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":100,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":99,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":90,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":92,"\u4e0d":93,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":97,"\u4e0d\u4f1a\u518d\u4ece":83,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":97,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":55,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":99,"\u4e0d\u4f7f\u7528c":55,"\u4e0d\u4f7f\u7528swig":55,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":100,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":100,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":100,"\u4e0d\u540c\u4e3b\u673a":113,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":84,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":100,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":110,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":126,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":96,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":55,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":83,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":115,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,90],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":113,"\u4e0d\u540c\u8bbe\u5907":100,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":55,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":95,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":95,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":93,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":113,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":101,"\u4e0d\u5728":56,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5c11":93,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":55,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":95,"\u4e0d\u6307\u5b9a\u65f6":95,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":113,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,90],"\u4e0d\u662f\u771f\u6b63\u7684layer":84,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":84,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":55,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":98,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":100,"\u4e0d\u80fd\u592a\u968f\u610f":98,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":98,"\u4e0d\u8fc7":93,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":97,"\u4e0d\u8fdc":93,"\u4e0d\u9519":93,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":97,"\u4e0d\u9700\u8981\u8bbe\u7f6e":119,"\u4e0e":[100,105,115,125],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":73,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":93,"\u4e0e\u53ef\u80fd\u6709\u7684":73,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":108,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":105,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":85,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":108,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":115,"\u4e0e\u8c03\u4f18":105,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":83,"\u4e0ejob":115,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":100,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":100,"\u4e0epython\u4e0d\u540c":105,"\u4e14":93,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":98,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":55,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":105,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,90],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":113,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":93,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":56,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":55,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":55,"\u4e24":93,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":102,"\u4e24\u4e2a\u5d4c\u5957\u7684":95,"\u4e24\u4e2a\u64cd\u4f5c":106,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":93,"\u4e24\u4e2a\u90e8\u5206":102,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":83,"\u4e24\u79cd\u7c7b\u522b":127,"\u4e24\u79cdblas\u5e93":86,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":83,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":73,"\u4e2a":127,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":83,"\u4e2a\u6027\u5316\u63a8\u8350":73,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":110,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":110,"\u4e2d":[55,56,83,99,100,101,105,115,127],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":98,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":125,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":108,"\u4e2d\u4f20\u5165\u53c2\u6570":108,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":108,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":83,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":93,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":121,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":127,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":119,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":119,"\u4e2d\u5305\u542bc":[119,121],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":98,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":98,"\u4e2d\u5b8c\u5168\u4e00\u81f4":55,"\u4e2d\u5b9a\u4e49":96,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":95,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":56,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":126,"\u4e2d\u6307\u5b9a":110,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":112,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":126,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":101,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":126,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":86,"\u4e2d\u6587\u6587\u6863":102,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":102,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":93,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":83,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":115,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":110,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":100,"\u4e2d\u7684":[101,126],"\u4e2d\u7684\u4e00\u884c":[2,98],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":108,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":98,"\u4e2d\u7684\u6570\u636e":126,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":126,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":73,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":113,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":115,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":108,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":99,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":100,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":83,"\u4e3a":[2,96,100,119,120,121],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":100,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":98,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":99,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":87,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":113,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":99,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":97,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":95,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":98,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":56,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":119,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":106,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[119,120],"\u4e3a\u4ec0\u4e48\u7528":97,"\u4e3a\u4f8b":[84,100,127],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":100,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":127,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":85,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":87,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":106,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":125,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":108,"\u4e3a\u6b64":114,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":100,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":99,"\u4e3aconst\u51fd\u6570":100,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":99,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":110,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":90,"\u4e3b\u8981\u539f\u56e0":93,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":83,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":100,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":127,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":85,"\u4e3e\u4f8b":83,"\u4e3e\u4f8b\u8bf4\u660e":93,"\u4e4b\u524d":98,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":127,"\u4e4b\u540e":[90,99],"\u4e4b\u540e\u4f7f\u7528":99,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":99,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":102,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":99,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":86,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":56,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":97,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":95,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":105,"\u4e58\u9664\u7b49\u65f6\u5019":83,"\u4e5f":93,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":55,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":95,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":56,"\u4e5f\u4e0d\u751f\u6210":56,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":84,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":97,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":98,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":102,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":113,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":95,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":108,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":102,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":106,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":115,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":127,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":113,"\u4e5f\u53ef\u5199\u6210":100,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":120,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":119,"\u4e5f\u5c31\u662f":98,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":127,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":97,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":98,"\u4e5f\u5c31\u662f\u8bf4":[110,112,125],"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":115,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":106,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":93,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":113,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":95,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":80,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":127,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":55,"\u4e7e":93,"\u4e86":[93,97],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":105,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":106,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":96,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":96,"\u4e8c\u7ef4\u77e9\u9635":126,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":93,"\u4e8c\u8fdb\u5236":125,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":105,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":105,"\u4e92\u76f8\u901a\u4fe1":113,"\u4e94\u661f\u7ea7":93,"\u4ea4\u4e92\u7684\u65b9\u6cd5":105,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":119,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":119,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":119,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":120,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":120,"\u4ea4\u53c9\u7f16\u8bd1raspberri":121,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":119,"\u4ea4\u901a":93,"\u4ea4\u901a\u4fbf\u5229":93,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[119,120],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":87,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec0\u4e48\u662f":97,"\u4ec5\u4ec5\u4f7f\u7528":55,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":99,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":99,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":115,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":119,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":108,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":113,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":127,"\u4ece":[73,81,106],"\u4ece0\u5230num":110,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":108,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":95,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":106,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":85,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":93,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":127,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":120,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":119,"\u4ece\u6e90\u7801\u7f16\u8bd1":88,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":99,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":81,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":127,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":95,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":108,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":93,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":125,"\u4ececmake":119,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ecestart":110,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":98,"\u4ed4\u7ec6\u89c2\u5bdf":126,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":56,"\u4ed6\u4eec\u5206\u522b\u662f":93,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":97,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":93,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":126,"\u4ed6\u662f\u5c06":56,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":55,"\u4ee3\u66ff":115,"\u4ee3\u7801\u4e2d9":93,"\u4ee3\u7801\u53c2\u8003":108,"\u4ee3\u7801\u5982\u4e0b":[83,84,85,96],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":98,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":55,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":105,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":100,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":115,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5":84,"\u4ee5\u4e0a":[98,119],"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":96,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":97,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":87,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":108,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":98,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":127,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":125,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":87,"\u4ee5\u4f7f\u7528":119,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":85,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":108,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":99,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":99,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":97,"\u4ee5\u53ca":[97,99],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":96,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":97,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":92,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":121,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":100,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":95,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":99,"\u4ee5\u53caandroid":119,"\u4ee5\u53caandroid\u6240\u9700":119,"\u4ee5\u53cagcc":86,"\u4ee5\u53canumpi":35,"\u4ee5\u53carelu":99,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":119,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":120,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[119,120,121],"\u4ee5\u8f93\u51fa":83,"\u4ee5\u9017\u53f7":125,"\u4ee5\u9017\u53f7\u95f4\u9694":110,"\u4ee5eigentensor\u4e3a\u4f8b":101,"\u4ee5embedding\u5c42\u4e3a\u4f8b":85,"\u4ee5lstm\u4e3a\u4f8b":84,"\u4ef7\u683c":93,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":108,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":108,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":99,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":105,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":115,"\u4f1a\u5171\u4eab\u53c2\u6570":85,"\u4f1a\u5173\u8054\u53c2\u6570":84,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":108,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":110,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":93,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":115,"\u4f1a\u5728":102,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":102,"\u4f1a\u5927\u4e0d\u76f8\u540c":108,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":83,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":95,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":55,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":95,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":83,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":95,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":105,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":108,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":83,"\u4f1a\u62a5\u9519":95,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":105,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":55,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":99,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":98,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":86,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":115,"\u4f1a\u88ab":108,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":95,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":98,"\u4f20\u5165":[2,35],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":85,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":110,"\u4f46":56,"\u4f46\u4e0d\u66b4\u9732":56,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":99,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":110,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":93,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":93,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":95,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":86,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":73,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":93,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":83,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":73,"\u4f46\u662f":[83,93],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":56,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":109,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":93,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":108,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":98,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":112,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":83,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":97,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":55,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":105,"\u4f46\u662fbatch":83,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,90],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,90],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":89,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":100,"\u4f46eigen":101,"\u4f4d\u7f6e":93,"\u4f4f":93,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":93,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":96,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":100,"\u4f5c\u4e3a\u53c2\u6570\u7684id":85,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":95,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":55,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":86,"\u4f5c\u4e3a\u8f93\u51fa":96,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":93,"\u4f5c\u7528":92,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":126,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":127,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":125,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":126,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":127,"\u4f60\u53ef\u4ee5\u4f7f\u7528":126,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":112,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":126,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":126,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":125,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":126,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":126,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":102,"\u4f60\u9700\u8981\u4e00\u4e9b\u66f4\u590d\u6742\u7684\u5355\u5143\u6d4b\u8bd5\u6765\u4fdd\u8bc1\u4f60\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42\u662f\u6b63\u786e\u7684":99,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":112,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":99,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":99,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":127,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":80,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":99,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":108,"\u4f7f\u7528":[56,73,83,84,85,93,95,96,99,105,106,110,119,127],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":112,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":112,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":126,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":112,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":112,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":99,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":83,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":114,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":102,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":85,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":125,"\u4f7f\u7528\u52a8\u6001\u5e93":55,"\u4f7f\u7528\u53c2\u6570":[86,108],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":119,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":83,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":83,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":125,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":96,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":105,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":115,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":114,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":100,"\u4f7f\u7528\u6587\u6863":100,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":83,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":56,"\u4f7f\u7528\u6848\u4f8b":111,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":108,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":56,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":110,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":95,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":126,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":110,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":110,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":85,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":93,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":99,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":55,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":125,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":56,"\u4f7f\u7528c99\u505a\u63a5\u53e3":55,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":55,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":55,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":110,"\u4f7f\u7528cmake\u7684\u8bdd":105,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":112,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":112,"\u4f7f\u7528docker":87,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":87,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":88,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":97,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":102,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":86,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":119,"\u4f7f\u7528init":112,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":93,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":93,"\u4f7f\u7528model":112,"\u4f7f\u7528openblas\u7684\u955c\u50cf":87,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":119,"\u4f7f\u7528paddlepaddl":127,"\u4f7f\u7528pip\u5b89\u88c5":88,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":110,"\u4f7f\u7528regress":73,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":55,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":55,"\u4f7f\u7528void":55,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":85,"\u4f86":93,"\u4f8b\u5982":[2,35,55,56,73,83,84,86,90,93,96,99,106,109,110,112,115,126,127],"\u4f8b\u5982\u4e0a\u6587\u7684pod":113,"\u4f8b\u5982\u4e0b\u56fe\u4e2d":105,"\u4f8b\u5982\u4f7f\u7528":83,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":55,"\u4f8b\u5982\u5bf9\u4e8epython":55,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":93,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":93,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":93,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":83,"\u4f8b\u5982c":55,"\u4f8b\u5982hostpath":113,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":55,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":115,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":55,"\u4f8b\u5982python\u7684":55,"\u4f8b\u5982sigmoid":99,"\u4f8b\u5982sigmoid\u53d8\u6362":127,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":108,"\u4f8b\u5b50\u4e2d\u662f":99,"\u4f8b\u5b50\u4e2d\u662f0":99,"\u4f8b\u5b50\u4e2d\u662f100":99,"\u4f8b\u5b50\u4e2d\u662f4096":99,"\u4f8b\u5b50\u4e2d\u662f8192":99,"\u4f8b\u5b50\u4e2d\u662ffc":99,"\u4f8b\u5b50\u4e2d\u662fsoftmax":99,"\u4f8b\u5b50\u4f7f\u7528":113,"\u4f9bpaddlepaddle\u52a0\u8f7d":110,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":100,"\u4f9d\u6b21\u7c7b\u63a8":73,"\u4f9d\u8d56":[86,89],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":87,"\u4f9d\u8d56libpython2":86,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":113,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":113,"\u4fbf\u5229":93,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":93,"\u4fbf\u5b9c":93,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":55,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":110,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":85,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":110,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":110,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":126,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":98,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":108,"\u4fee\u590d\u6240\u6709bug\u540e":73,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":73,"\u4fee\u590dubuntu":73,"\u4fee\u6539":[73,113,114],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":114,"\u4fee\u6539\u6210":73,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":106,"\u4fee\u6539\u6587\u6863":103,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[93,98],"\u503c\u5f97\u6df1\u5165\u5206\u6790":106,"\u503c\u7c7b\u578b":112,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":85,"\u5047\u8bbe":99,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":87,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":99,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":83,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":125,"\u504f\u7f6e\u53c2\u6570":126,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":99,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":101,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":73,"\u505a\u63a5\u53e3":55,"\u505a\u68af\u5ea6\u68c0\u6d4b":100,"\u505a\u68c0\u67e5":100,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":110,"\u505c\u7535":93,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":105,"\u5143\u7d20":92,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":92,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":105,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":56,"\u5148\u627e\u51fa\u53c2\u6570":84,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":80,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":105,"\u5148\u8c03\u7528initializer\u51fd\u6570":127,"\u514b\u9686\u4e0b\u9762":121,"\u5168\u5bb6":93,"\u5168\u8fde\u63a5\u5c42":125,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":99,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":126,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":99,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":99,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":99,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":99,"\u516c\u5f0f":87,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":100,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":100,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":115,"\u5171\u670932":125,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":100,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":93,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":98,"\u5173\u4e8eavx":87,"\u5173\u4e8eeigen":101,"\u5173\u4e8elstm":84,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":90,"\u5173\u4e8eunbound":95,"\u5173\u952e\u8bcd\u5305\u62ec":98,"\u5176\u4e2d":[2,55,73,83,85,90,96,99,105,119,121,125,126],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":126,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":108,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":120,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":120,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":120,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":127,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":92,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":126,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":110,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":110,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":90,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":101,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":97,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":83,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":83,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":56,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":127,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":112,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":73,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":86,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[119,120],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":96,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":99,"\u5176\u4f59\u884c\u662f":125,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":113,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":127,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":105,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":127,"\u5176\u5b83layer\u7684\u8f93\u51fa":95,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":83,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":113,"\u5176\u6b21":[2,93,127],"\u5176\u8bf4\u660e\u5982\u4e0b":93,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":96,"\u5176name\u7531\u53c2\u6570":84,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[56,83],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":97,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":56,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,83,99],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":95,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":106,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":80,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":127,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":80,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":126,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,56,98],"\u5177\u4f53\u8bf7\u89c1":98,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":93,"\u5185":96,"\u5185\u5b58":106,"\u5185\u5b58\u4e0d\u8db3":81,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":110,"\u5185\u5bb9":[100,127],"\u5185\u5bb9\u5982\u4e0b":114,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":93,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":115,"\u5185\u90e8":115,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":55,"\u518d\u4ee5":100,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":85,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":55,"\u518d\u57fa\u4e8e":73,"\u518d\u5b89\u88c5":[80,89],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":93,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":93,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":93,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":108,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":105,"\u518d\u6307\u5b9a":86,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":105,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":106,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":105,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":99,"\u518d\u901a\u8fc7\u51fd\u6570":115,"\u5197\u4f59\u7b49\u529f\u80fd":113,"\u5199\u4ee3\u7801":55,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":99,"\u5199\u7684":105,"\u51c6\u5907":93,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":108,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":108,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":108,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":83,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":83,"\u51cf\u5c0fbatch":83,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":108,"\u51fa\u53bb\u73a9":93,"\u51fa\u5dee":93,"\u51fa\u6765":93,"\u51fa\u73b0":80,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":85,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":84,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[80,89],"\u51fd\u6570":[2,96,99,105,106],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":100,"\u51fd\u6570\u5047\u8bbe":96,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":106,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":95,"\u51fd\u6570\u540d":105,"\u51fd\u6570\u540d\u4e3a":56,"\u51fd\u6570\u547d\u540d":55,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":100,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":105,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":99,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":99,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":95,"\u51fd\u6570\u603b\u65f6\u95f4":105,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":99,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":106,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":99,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":99,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":105,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":105,"\u51fd\u6570\u91cc\u5b9e\u73b0":100,"\u5206\u4e3a\u597d\u8bc4":127,"\u5206\u522b\u4e3a":125,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":95,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":93,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":95,"\u5206\u522b\u662f":92,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":96,"\u5206\u522b\u662fsentences\u548clabel":93,"\u5206\u522b\u662fwords\u548clabel":93,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":99,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":93,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":113,"\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u901a\u5e38\u4f1a\u901a\u8fc7api\u6216\u8005\u73af\u5883\u53d8\u91cf\u63d0\u4f9b\u4efb\u52a1\u8fd0\u884c\u9700\u8981\u7684\u53c2\u6570":108,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":108,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[73,98],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":73,"\u5206\u652f\u4e0a":98,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":98,"\u5206\u652f\u4e2d":73,"\u5206\u652f\u4e3a\u5f00\u53d1":73,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":73,"\u5206\u652f\u4e3a\u7a33\u5b9a":73,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":73,"\u5206\u652f\u5408\u5165":73,"\u5206\u652f\u5408\u5165master\u5206\u652f":73,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":73,"\u5206\u652f\u540d":98,"\u5206\u652f\u540d\u4e3a":73,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":73,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":73,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":100,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":73,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":73,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":119,"\u5206\u652f\u89c4\u8303":98,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":106,"\u5206\u7247":34,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":126,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":125,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":125,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":125,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":110,"\u5206\u9694":125,"\u5207\u6362\u5230":98,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":98,"\u5217\u540d":105,"\u5217\u8868\u5982\u4e0b":[2,90],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":99,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":86,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":120,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":110,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":110,"\u5219\u53ef\u8bbe\u7f6e":[119,120,121],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":127,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":108,"\u5219\u5ffd\u7565":34,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":110,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":106,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":110,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5219\u8bbe\u7f6e\u6210":[119,121],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":83,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":120,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":86,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":108,"\u5219\u9700\u8981\u914d\u7f6e":113,"\u521b\u5efa\u4e00\u4e2a":91,"\u521b\u5efa\u4e00\u4e2akubernet":115,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":98,"\u521b\u5efa\u6210\u529f\u540e":115,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":108,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":99,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":99,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":110,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":125,"\u521d\u59cb\u5316\u7236\u7c7b":99,"\u521d\u59cb\u5316biases_":99,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":95,"\u5220\u9664":98,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":120,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":83,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":127,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":83,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":95,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":127,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":113,"\u5229\u843d":93,"\u522b\u4eba\u5e2e\u4e86\u5fd9":98,"\u522b\u5fd8\u4e86":97,"\u5230":[34,80,96],"\u5230\u672c\u5730":98,"\u5230\u6b64":100,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":115,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":115,"\u5237\u7259":93,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":115,"\u524d\u53f0":93,"\u524d\u5411\u4f20\u64ad":99,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":99,"\u524d\u5411\u548c\u540e\u5411":99,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":100,"\u524d\u8005\u5728":83,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":100,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":83,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":100,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":98,"\u524d\u9700\u8981\u5b89\u88c5":105,"\u524d\u9988":108,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":73,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":99,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":127,"\u52a0\u5165":106,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":96,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":96,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":85,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":85,"\u52a0\u8f7dtest":110,"\u52a0\u901f\u7f16\u8bd1":86,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":83,"\u52a8\u6001\u5e93":55,"\u52a9\u624b":99,"\u5305":105,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":125,"\u5305\u542b3\u4e2a\u5c5e\u6027":125,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":56,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":86,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":108,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":108,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":105,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":100,"\u5305\u62ec":[35,108,110,127],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":83,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ec\u751f\u6210cpu":86,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":90,"\u5305\u62ec\u7b80\u5355\u7684":127,"\u5305\u62ecbool":112,"\u5305\u62eclinux":119,"\u5305\u7684\u65b9\u6cd5\u662f":80,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":93,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":93,"\u5341\u4e00":93,"\u534e\u6da6\u4e07\u5bb6":93,"\u534f\u540c\u5b8c\u6210releas":73,"\u5355\u4e2a\u503c":35,"\u5355\u4f4d\u662fmb":110,"\u5355\u5143\u6d4b\u8bd5":[97,101],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":80,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":100,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":97,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":109,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":93,"\u5355\u53cc\u5c42rnn":94,"\u5355\u5c42":95,"\u5355\u5c42\u4e0d\u7b49\u957frnn":93,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":93,"\u5355\u5c42\u5e8f\u5217":92,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":92,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":92,"\u5355\u5c42\u6216\u53cc\u5c42":92,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u5355\u5c42rnn":[93,95],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":93,"\u5355\u673acpu\u8bad\u7ec3":83,"\u5355\u673agpu\u8bad\u7ec3":83,"\u5355\u6b65\u51fd\u6570":96,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":96,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":96,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":96,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":100,"\u5355\u70b9\u6545\u969c":34,"\u5355\u7eaf\u7684":105,"\u5355\u8fdb\u5355\u51fa":95,"\u5360\u4f4d\u7b26":125,"\u5360\u7528\u4e8617":105,"\u536b\u751f":93,"\u5373":[56,83,84,100,102,115,127],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":93,"\u5373\u4e0d\u5141\u8bb8\u5728":100,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":93,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":93,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":93,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":93,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":93,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":93,"\u5373\u4f7f\u7528":[56,84],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":110,"\u5373\u4f7fc":56,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":56,"\u5373\u4fbf\u662f":97,"\u5373\u4fbf\u8bbe\u7f6e":80,"\u5373\u4fbfpaddl":56,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":95,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":96,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":95,"\u5373\u53ef":98,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":83,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":119,"\u5373\u53ef\u5728":121,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":89,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":87,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":105,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":105,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":93,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":83,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,90],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":56,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":127,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":93,"\u5373\u5f53\u524d\u65f6\u95f4\u6b65\u4e0b\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u8d56\u524d\u4e00\u4e2a\u65f6\u95f4\u6b65\u795e\u7ecf\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u8f93\u51fa":93,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":101,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":95,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":93,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":92,"\u5373\u6574\u6570\u6570\u7ec4":93,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":93,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":93,"\u5373\u66b4\u9732":56,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":93,"\u5373\u7f51\u5361\u540d":115,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":83,"\u5373\u8bbe\u7f6e":83,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":87,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":55,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":85,"\u5373input":95,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":93,"\u5377\u79ef\u5c42\u6743\u91cd":126,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":127,"\u5378\u8f7dpaddlepaddle\u5305":80,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":101,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":93,"\u539f\u56e0":98,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":80,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":98,"\u53bb\u8fc7":93,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,23,25,28,55,83,97,99,108,109,115,125,126],"\u53c2\u6570\u4e3a":100,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":85,"\u53c2\u6570\u540d":126,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":108,"\u53c2\u6570\u6570\u91cf":127,"\u53c2\u6570\u670d\u52a1\u5668":[108,109],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":108,"\u53c2\u6570\u670d\u52a1\u5668\u4e5f\u4e0d\u4f1a\u7b49\u5f85\u8ba1\u7b97\u8282\u70b9\u5168\u90e8\u90fd\u63d0\u4ea4\u68af\u5ea6\u4e4b\u540e\u624d\u5f00\u59cb\u4e0b\u4e00\u6b65":108,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":108,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":110,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":110,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":110,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":110,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":110,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":83,"\u53c2\u6570\u6982\u8ff0":111,"\u53c2\u6570\u7684\u89e3\u6790":115,"\u53c2\u6570\u7ef4\u5ea6":125,"\u53c2\u6570\u884c":125,"\u53c2\u6570\u8bbe\u7f6e":82,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":93,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":87,"\u53c2\u6570\u8f93\u5165":83,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":96,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":98,"\u53c2\u8003":[44,55,87,113],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":106,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":93,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":108,"\u53c2\u8003\u955c\u50cf\u7684":115,"\u53c8":93,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":92,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":83,"\u53ca":99,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":96,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53cc\u5c42":95,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":93,"\u53cc\u5c42\u5e8f\u5217":92,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":92,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":93,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":92,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":95,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":92,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":92,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":93,"\u53cc\u5c42rnn":95,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":93,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":93,"\u53cc\u8fdb\u5355\u51fa":95,"\u53cc\u8fdb\u53cc\u51fa":95,"\u53cd\u5411\u4f20\u64ad":99,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":100,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":100,"\u53cd\u5411op\u7c7b":100,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":100,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":100,"\u53d1\u5e03\u5230dockerhub":73,"\u53d1\u5e03\u5230github":73,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":83,"\u53d1\u884c\u548c\u7ef4\u62a4":98,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":110,"\u53d6\u503c\u76f8\u540c\u7684layer":84,"\u53d6\u51b3\u4e8e":100,"\u53d8\u6362\u77e9\u9635":99,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":93,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":127,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":121,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":106,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":83,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":112,"\u53e6\u5916":[93,97],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":126,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":89,"\u53ea\u4f5c\u4e3aread":95,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":110,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":86,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":126,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":93,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":127,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":56,"\u53ea\u6709":93,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":125,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":88,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":110,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":95,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":84,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":112,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":84,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":55,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":93,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":83,"\u53ea\u8bfbmemory\u8f93\u5165":95,"\u53ea\u9488\u5bf9\u5185\u5b58":83,"\u53ea\u9700\u4e2d\u65ad":108,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":108,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":96,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5":[87,93,98,102],"\u53ef\u4ee5\u4ece":87,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":89,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":85,"\u53ef\u4ee5\u4f7f\u7528":[85,108],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":89,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":85,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":85,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":110,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":115,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":83,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":114,"\u53ef\u4ee5\u521b\u5efa\u975e":100,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":87,"\u53ef\u4ee5\u53c2\u8003":[87,93,96,97,98,113,115],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":81,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":125,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":90,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":101,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":106,"\u53ef\u4ee5\u5728":[86,108],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":55,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":115,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":98,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":113,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":108,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":101,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":113,"\u53ef\u4ee5\u5c06cmake":105,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":95,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":100,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":87,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":106,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":97,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":87,"\u53ef\u4ee5\u6267\u884c":[80,89],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":102,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":86,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":97,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":86,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":93,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":86,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":86,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[92,95],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":95,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":108,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":99,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":95,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":105,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":95,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":110,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u67e5\u770b":115,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":114,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":112,"\u53ef\u4ee5\u7528":[44,97],"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":113,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":98,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":106,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":92,"\u53ef\u4ee5\u770b\u51fa":108,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":105,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":106,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":73,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":83,"\u53ef\u4ee5\u8054\u7cfbop":81,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":81,"\u53ef\u4ee5\u88c5\u7684\u662f":97,"\u53ef\u4ee5\u8bbe\u7f6e":[105,119,120,121],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":84,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":101,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":90,"\u53ef\u4ee5\u8fd0\u884c":108,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":86,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":112,"\u53ef\u4ee5\u901a\u8fc7":[98,113],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":96,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":87,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":127,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":105,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[80,89],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":120,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":120,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":112,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":127,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":115,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":83,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":85,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":106,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":97,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":100,"\u53ef\u8bbe\u7f6e":[119,120],"\u53ef\u8bbe\u7f6e\u4e3a":120,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":120,"\u53ef\u9009":[2,86,99,108],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":86,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":84,"\u53f3\u8fb9\u662f":126,"\u5403":93,"\u5403\u996d":93,"\u5404\u65b9\u9762":93,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":100,"\u5408":93,"\u5408\u7406":93,"\u540c\u65f6":[80,83,106],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":86,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":83,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":98,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":95,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":127,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":126,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":127,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":106,"\u540c\u65f6\u518d\u5c06":73,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":83,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":85,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":97,"\u540c\u65f6\u63d0\u8d77":73,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":112,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":83,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":83,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":90,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":110,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":95,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":100,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":110,"\u540c\u7406":100,"\u540d\u5b57\u4fee\u9970":55,"\u540d\u79f0":127,"\u540e":[85,86,98,115,119,120,121],"\u540e\u5411\u4f20\u64ad":99,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u540e\u7f00\u4e3a":108,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":83,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":83,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":100,"\u540e\u8005\u7ee7\u627f\u81ea":100,"\u540e\u9988":108,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411\u91cfenable_parallel_vector":109,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":73,"\u5417":97,"\u5426\u5219":[1,100,119,121],"\u5426\u5219\u4f1a\u628a":98,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":110,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":110,"\u5426\u5219\u4f7f\u7528gpu":112,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":96,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":55,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":108,"\u542b\u4e49":[105,126],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":99,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":99,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":99,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":108,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":115,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":110,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":110,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":108,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":110,"\u5440":93,"\u5468\u56f4":93,"\u547d\u4ee4\u4e3a":[80,114],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":114,"\u547d\u4ee4\u5220\u9664":[119,120,121],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":86,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":127,"\u547d\u4ee4\u65f6":119,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":97,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":97,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":97,"\u547d\u4ee4\u884c\u4e2d\u7684":105,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":127,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":86,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":108,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":97,"\u547d\u540d\u4e3a":98,"\u547d\u540d\u7a7a\u95f4":113,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":113,"\u547d\u540d\u89c4\u8303":100,"\u547d\u540d\u8bf7\u9075\u5b88":100,"\u548c":[35,55,56,73,83,84,85,86,93,96,97,98,99,100,101,102,105,106,108,112,113,119,121,125,127],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":93,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,90],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":100,"\u548c\u4e2d\u6587\u6587\u6863":102,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":83,"\u548c\u504f\u7f6e\u5411\u91cf":99,"\u548c\u5185\u5b58":97,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":92,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":105,"\u548c\u5bf9\u8c61\u5b58\u50a8api":113,"\u548c\u5dee\u8bc4":127,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":92,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":108,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":96,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":97,"\u548c\u68af\u5ea6\u622a\u65ad":127,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":93,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u548c\u90e8\u5206layer":95,"\u548cpool":92,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":108,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":126,"\u54c1\u8d28":93,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u54ea\u4e9b\u4e0d\u662f":93,"\u5546\u52a1":93,"\u554a":93,"\u5668":127,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,90],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":99,"\u56e0\u4e3a\u53c2\u6570":112,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":96,"\u56e0\u4e3a\u5b83\u6bd4":96,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":115,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":113,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":97,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":97,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":105,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3ac":105,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":80,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":55,"\u56e0\u6b64":[1,2,93,95,99,119],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":93,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":125,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":101,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":101,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":93,"\u56e0\u6b64\u5f53":119,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":99,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":109,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":126,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":80,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":126,"\u56fe\u50cf\u5206\u7c7b":73,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":126,"\u56fe\u8868":87,"\u5728":[2,56,73,92,93,96,97,98,100,105,108,120,126,127],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":114,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":99,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":108,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":105,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":110,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":93,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":100,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":114,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":127,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":113,"\u5728\u4e4b\u540e\u7684":83,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":87,"\u5728\u4efb\u610f\u65f6\u95f4\u67d0\u4e00\u53f0\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u7684\u53c2\u6570\u53ef\u80fd\u6bd4\u53e6\u4e00\u53f0\u8981\u66f4\u65b0":108,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":108,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":108,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":108,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":90,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":73,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":99,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":101,"\u5728\u51c6\u5907\u53d1\u8d77":98,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u51fd\u6570":115,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":110,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":110,"\u5728\u521b\u5efaparameters\u540e":85,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":93,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":110,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":110,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":93,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":83,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":93,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":113,"\u5728\u542f\u52a8job\u4e4b\u524d":115,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":105,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":98,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":110,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":108,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":90,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":90,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":56,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":84,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":87,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":115,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":115,"\u5728\u5c42\u4e2d\u6307\u5b9a":112,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":95,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f02\u6b65sgd\u4e2d":108,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":56,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":99,"\u5728\u5f97\u5230":115,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":96,"\u5728\u6267\u884c\u65f6":101,"\u5728\u63d0\u4ea4":98,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":90,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":127,"\u5728\u672c\u4f8b\u4e2d":[93,98,112],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":96,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u672c\u793a\u4f8b\u4e2d":93,"\u5728\u672c\u8282\u4e2d":96,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":110,"\u5728\u6837\u4f8b\u4e2d":56,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":127,"\u5728\u6b64":[109,112],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":127,"\u5728\u6b64\u611f\u8c22":125,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":96,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":93,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":96,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":115,"\u5728\u6d4b\u8bd5\u9636\u6bb5":110,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":126,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":98,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":113,"\u5728\u751f\u6210\u65f6":96,"\u5728\u7528\u6237\u4f7f\u7528c":56,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":85,"\u5728\u76f8\u5e94layer\u7684":84,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":108,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u7ec4\u5408\u65f6":90,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[119,121],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":99,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":92,"\u5728\u8bad\u7ec3\u4e2d":96,"\u5728\u8bad\u7ec3\u4e4b\u524d":115,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":125,"\u5728\u8bad\u7ec3\u65f6":114,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":115,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":110,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[119,120,121],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":73,"\u5728\u8be5\u793a\u4f8b\u4e2d":85,"\u5728\u8be5\u914d\u7f6e\u76847":93,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":127,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":106,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":95,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":105,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":101,"\u5728\u8fd9\u4e2a":73,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[99,114],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":93,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":106,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":96,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":73,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":56,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":56,"\u5728\u8fd9\u4e9blayer\u4e2d":93,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":101,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":101,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[96,99],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":95,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":114,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":115,"\u5728\u8fd9\u91cc":95,"\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u4f5c\u4e3a\u4f8b\u5b50\u6765\u5c55\u793a\u5b9e\u73b0\u65b0\u7f51\u7edc\u5c42\u6240\u9700\u8981\u7684\u56db\u4e2a\u6b65\u9aa4":99,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":101,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":101,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":108,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":90,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":126,"\u5728\u91c7\u7528sgd":85,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":112,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":83,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":119,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":119,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":113,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":80,"\u5728c":55,"\u5728c\u7684\u5934\u6587\u4ef6":55,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[119,120],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":86,"\u5728eigen\u4e2d":101,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":120,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":120,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":113,"\u5728main":105,"\u5728paddl":115,"\u5728paddle\u4e2d":112,"\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":35,"\u5728paddlepaddle\u4e2d":[90,95],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":84,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":84,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":93,"\u5728paramet":34,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":100,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":95,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":95,"\u5728trainer":112,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":108,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":93,"\u5730\u7406\u4f4d\u7f6e":93,"\u5730\u94c1\u7ad9":93,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":56,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":126,"\u5747\u5300\u5206\u5e03":85,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":110,"\u5747\u662f\u5728":56,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":93,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":93,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":95,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,127],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":91,"\u57fa\u672c\u76f8\u540c":125,"\u57fa\u7c7b":100,"\u586b\u5199":98,"\u589e\u52a0":100,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":114,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":100,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":112,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":99,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":106,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":127,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":95,"\u5907\u6ce8":106,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":106,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":93,"\u5916\u5c42outer_step\u4e2d":93,"\u591a\u4e2a\u503c":35,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":83,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":83,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":127,"\u591a\u4e2aip\u4f7f\u7528":108,"\u591a\u4e2aparamet":34,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":95,"\u591a\u673a\u8bad\u7ec3":83,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":95,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":99,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":99,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":99,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":55,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":97,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":87,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":83,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":97,"\u5927\u90e8\u5206":105,"\u5929":93,"\u5929\u4e00\u5e7f\u573a":93,"\u5929\u4e00\u9601":93,"\u5934\u4fe1\u606f\u4e2d":85,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":99,"\u5934\u6587\u4ef6\u5982\u4e0b":99,"\u597d":93,"\u597d\u5403":93,"\u597d\u8bc4":127,"\u5982":[2,96,98,100,112],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":101,"\u5982\u4e0b":[2,108],"\u5982\u4e0b\u56fe\u6240\u793a":[93,106],"\u5982\u4e0b\u6240\u793a":[112,126],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":127,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":103,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":103,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":127,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u6709":100,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":99,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":126,"\u5982\u679c\u4e0d\u4e3a0":110,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":108,"\u5982\u679c\u4e0d\u4f7f\u7528docker":86,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":86,"\u5982\u679c\u4e0d\u5207\u8bcd":127,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":102,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":105,"\u5982\u679c\u4e0d\u6536\u655b":85,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":110,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":86,"\u5982\u679c\u4e3afals":110,"\u5982\u679c\u4e3atrue":[2,110],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":86,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":98,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":89,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":110,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":96,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":112,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":110,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":120,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[119,121],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":96,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":99,"\u5982\u679c\u4f7f\u7528":125,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":86,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":86,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":113,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":55,"\u5982\u679c\u5173\u95edmkl":86,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":80,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":83,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":125,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":81,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":108,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":89,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":110,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":110,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":110,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":85,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":100,"\u5982\u679c\u5931\u8d25":73,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":83,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":115,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":108,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":81,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":87,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":87,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":86,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":97,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":87,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":106,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":86,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":106,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":106,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":101,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":93,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":106,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":97,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":106,"\u5982\u679c\u6267\u884c\u5931\u8d25":113,"\u5982\u679c\u6267\u884c\u6210\u529f":126,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":83,"\u5982\u679c\u63d0\u793a\u6b63\u786e":102,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":81,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":113,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":95,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":95,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":98,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":73,"\u5982\u679c\u672a\u8bbe\u7f6e":110,"\u5982\u679c\u672a\u8bbe\u7f6egpu":112,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":56,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":56,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":56,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":106,"\u5982\u679c\u68c0\u67e5\u5230\u5206\u914d\u5728\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u53c2\u6570\u7684\u5206\u5e03\u4e0d\u5747\u5300\u6b21\u6570\u5927\u4e8echeck":110,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":87,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":95,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":98,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":110,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":97,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":84,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":125,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":85,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":55,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":97,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":106,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":108,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":80,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[80,89],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[80,89],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":97,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":99,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":96,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":73,"\u5982\u679c\u8981\u542f\u7528gpu":108,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":98,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":98,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":85,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":85,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":110,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":98,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":55,"\u5982\u679c\u8f93\u51fa\u662fno":87,"\u5982\u679c\u8fd0\u884c":80,"\u5982\u679c\u8fd0\u884c\u6210\u529f":126,"\u5982\u679c\u8fd8\u4e0d\u884c":80,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[89,91],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":99,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":99,"\u5982\u679c\u9700\u8981\u83b7\u53d6":89,"\u5982\u679ccuda":100,"\u5982\u679clearning_rate\u592a\u5927":85,"\u5982\u679clearning_rate\u592a\u5c0f":85,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":100,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":100,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":80,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":120,"\u5982\u679cparamet":34,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":98,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":83,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":98,"\u5982\u9ad8\u4eae\u90e8\u5206":106,"\u5982train":108,"\u5b50":93,"\u5b50\u53e5":95,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":95,"\u5b50\u76ee\u5f55":97,"\u5b57\u5178\u5171\u5305\u542b":125,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":125,"\u5b57\u6bb5\u4e2d":115,"\u5b57\u6bb5\u4e3a\u4f8b":83,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":115,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":115,"\u5b57\u6bb5\u8bbe\u4e3a":73,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b58\u50a8\u5377":113,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":97,"\u5b66\u4e60\u6210\u672c\u9ad8":55,"\u5b66\u4e60\u7387\u4e3a":85,"\u5b81\u6ce2":93,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":126,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":99,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":99,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53eb\u505a":96,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":108,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":98,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":106,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":99,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":96,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":96,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":108,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":126,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":84,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":91,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":99,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":93,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":93,"\u5b83\u6709\u52a9\u4e8e\u5e2e\u52a9\u9891\u7e41\u4fee\u6539\u548c\u8bbf\u95ee\u5de5\u4f5c\u533a\u6587\u4ef6\u7684\u7528\u6237\u51cf\u5c11\u8d1f\u62c5":108,"\u5b83\u7684":96,"\u5b83\u7684\u529f\u80fd\u662f":100,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":92,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":99,"\u5b83\u8868\u793a":97,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":99,"\u5b89\u6392":93,"\u5b89\u88c5":105,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":91,"\u5b89\u88c5\u540e":87,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":56,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":102,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":102,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[108,120],"\u5b89\u88c5\u5b8c\u6bd5\u540e":105,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":97,"\u5b89\u88c5\u6587\u6863":90,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":108,"\u5b89\u88c5\u6d41\u7a0b":127,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":127,"\u5b89\u9759":93,"\u5b8c\u6210":98,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":95,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":115,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":87,"\u5b8c\u6210\u5b89\u88c5":89,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":92,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":90,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":83,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":85,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":99,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":96,"\u5b98\u65b9\u6587\u6863":86,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":95,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":95,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":84,"\u5b9a\u4e49\u4f4d\u7f6e":100,"\u5b9a\u4e49\u5728\u5916\u5c42":95,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":110,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":96,"\u5b9a\u4e49\u7c7b\u578b":100,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":96,"\u5b9a\u4e49\u8f93\u5165":100,"\u5b9a\u4e49\u8f93\u51fa":100,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":96,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":96,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":90,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":93,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":99,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":96,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":99,"\u5b9e\u73b0\u5728":100,"\u5b9e\u73b0\u5bf9":101,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":100,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":99,"\u5b9e\u73b0\u7684":84,"\u5b9e\u73b0\u7b80\u5355":55,"\u5b9e\u73b0\u7ec6\u8282":99,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":99,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":99,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":95,"\u5b9e\u73b0\u8be5\u5c42\u7684c":99,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":84,"\u5b9e\u9645\u4e0a\u53ea\u6709":126,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":83,"\u5ba2\u6237":93,"\u5bb6":93,"\u5bb9\u5668":113,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":113,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":115,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":119,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":83,"\u5bbf\u4e3b\u673a\u7684c":[119,120,121],"\u5bbf\u4e3b\u673a\u76ee\u5f55":113,"\u5bc4\u5b58\u5668\u4f7f\u7528\u60c5\u51b5\u548c\u5171\u4eab\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u80fd\u8ba9\u6211\u4eec\u5bf9gpu\u7684\u6574\u4f53\u4f7f\u7528\u6709\u66f4\u597d\u7684\u7406\u89e3":106,"\u5bf9":93,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,90],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,90],"\u5bf9\u4e8e":96,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":108,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":108,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":55,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":93,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":97,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":93,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":93,"\u5bf9\u4e8e\u53cc\u5c42rnn":93,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":55,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":93,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":87,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":55,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":55,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":105,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":99,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":108,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":93,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":93,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":56,"\u5bf9\u4e8e\u6bcf\u79cdc":56,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":127,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":96,"\u5bf9\u4e8eamazon":127,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":106,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":99,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":85,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":98,"\u5bf9\u5e94":120,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":95,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":95,"\u5bf9\u5e94\u4e8e\u5b57\u5178":125,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":100,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":127,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":99,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":99,"\u5bf9\u6bd4":55,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":100,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":99,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":98,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":98,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":127,"\u5bf9\u8c61":85,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":56,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":95,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":73,"\u5bf9\u9762":93,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,90],"\u5bfb\u627epython\u4e0ec":105,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":56,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":83,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":83,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":83,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":80,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":85,"\u5c01\u88c5\u4e86":106,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":99,"\u5c06":[2,73,85,106,127],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":96,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":108,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":119,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":119,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":110,"\u5c06\u5176\u8bbe\u7f6e\u6210":83,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":93,"\u5c06\u542b\u6709\u5b50\u53e5":95,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":113,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":93,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":110,"\u5c06\u5927\u91cf\u7684":55,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":85,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":96,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":105,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":105,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":108,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":125,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":73,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":99,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":85,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":98,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":115,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":115,"\u5c06\u7528\u4e8epython":100,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":115,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":125,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":115,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":127,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":108,"\u5c06\u8fd9\u79cd\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u8fde\u63a5\u7528\u4e00\u4e2a\u7279\u6b8a\u7684\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5b9e\u73b0":93,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":98,"\u5c06\u900f\u660e":108,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":83,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":87,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":115,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":73,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":108,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":85,"\u5c06recurr":84,"\u5c1a\u53ef":93,"\u5c31":93,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":86,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":105,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":87,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":113,"\u5c31\u53ef\u4ee5\u6309":97,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":83,"\u5c31\u662f":93,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":106,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":127,"\u5c31\u8fd9\u4e48\u7b80\u5355":87,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":106,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":55,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":87,"\u5c3a\u5bf8":126,"\u5c3d\u65e9\u62a5\u9519":100,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":99,"\u5c42\u6743\u91cd":126,"\u5c42\u6b21\u5316\u7684rnn":95,"\u5c42\u7279\u5f81":126,"\u5c42\u7684\u540d\u79f0\u4e0e":96,"\u5c42\u7684\u5927\u5c0f":99,"\u5c42\u7684\u7279\u5f81":126,"\u5c42\u7684\u7c7b\u578b":99,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":96,"\u5c45\u7136":93,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":127,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":105,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":84,"\u5c5e\u6027":100,"\u5de5\u4f5c\u6a21\u5f0f":110,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":108,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":108,"\u5de5\u5177\u5408\u5e76fat\u5e93":120,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":102,"\u5de5\u5177\u6765\u7ba1\u7406":98,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":102,"\u5de5\u5177\u94fe":119,"\u5de5\u5177\u94fe\u7684android":119,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":105,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":126,"\u5de6\u8fb9\u662f":126,"\u5dee\u8bc4":127,"\u5df2\u6253\u5f00":98,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":110,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":106,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":100,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":95,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":95,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":92,"\u5e38\u5e38\u51fa\u73b0":80,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":127,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[119,120],"\u5e38\u89c1\u7684\u5305\u62ec":105,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":113,"\u5e72\u51c0":93,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":125,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e0d\u4fdd\u8bc1":99,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":93,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":115,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":93,"\u5e76\u4e0d\u96be":97,"\u5e76\u4e14":[2,96],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":87,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":101,"\u5e76\u4e14\u4f1a\u6839\u636e":119,"\u5e76\u4e14\u4f7f\u7528":56,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":93,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":112,"\u5e76\u4e14\u5305\u62ecunit":98,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":126,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":83,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":115,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":55,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":127,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":126,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":90,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":120,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":97,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":80,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":100,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":98,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":55,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":100,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":98,"\u5e76\u4e14\u8fd0\u884c":97,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":99,"\u5e76\u4e14cpu":100,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":85,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":108,"\u5e76\u4f7f\u7528\u4e86dropout":127,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":108,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":98,"\u5e76\u521b\u5efaoptim":90,"\u5e76\u521d\u59cb\u5316":100,"\u5e76\u5220\u9664":73,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":73,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":89,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":108,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":99,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":96,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":99,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":84,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":100,"\u5e76\u5b89\u88c5\u4e86python":80,"\u5e76\u5b89\u88c5\u6700\u65b0":89,"\u5e76\u5b89\u88c5\u6709python2":91,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":108,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":80,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":99,"\u5e76\u5c06":73,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":96,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":84,"\u5e76\u5c06c":56,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":87,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":81,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":108,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":89,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":55,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":100,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":100,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":91,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":125,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":89,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[119,121],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":108,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":108,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u89c2\u5bdf\u7ed3\u679c":106,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":100,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":98,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":90,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":73,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":127,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":73,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":100,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":105,"\u5e8a\u4e0a\u7528\u54c1":93,"\u5e8a\u57ab":93,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":92,"\u5e8f\u5217\u6570\u636e\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u9762\u5bf9\u7684\u4e00\u79cd\u4e3b\u8981\u8f93\u5165\u6570\u636e\u7c7b\u578b":95,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":92,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":95,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":95,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":92,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":83,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":96,"\u5e94\u7528\u6a21\u578b":127,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":98,"\u5e94\u8be5":93,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":96,"\u5e94\u8be5\u8bf4\u8c22\u8c22":98,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":97,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":85,"\u5e95\u5c42\u8fdb\u7a0b":108,"\u5efa\u7acb\u4e00\u4e2a":98,"\u5efa\u8bae":[73,88,98],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":110,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":56,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":98,"\u5f00\u53d1\u5206\u652f":89,"\u5f00\u53d1\u8005\u4f7f\u7528":97,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":73,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":73,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":73,"\u5f00\u53d1\u955c\u50cf":98,"\u5f00\u542f":86,"\u5f00\u5934\u7684\u90e8\u5206":108,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":108,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f00\u59cb\u6807\u8bb0":96,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":108,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":127,"\u5f00\u59cb\u9636\u6bb5":106,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":109,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":96,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":95,"\u5f3a\u70c8\u63a8\u8350":93,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":96,"\u5f53":112,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":99,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":85,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":96,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":85,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":99,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":93,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":108,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":108,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":108,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":127,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":127,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":73,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":110,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":110,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":113,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":85,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":105,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":115,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":110,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":127,"\u5f53\u6a21\u5f0f\u4e3a":110,"\u5f53\u7136":[87,106],"\u5f53\u7136\u53ef\u4ee5":97,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":56,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":84,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":99,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":96,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":110,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":112,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":101,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f53n1":83,"\u5f62\u6210recurr":95,"\u5f62\u6210recurrent\u8fde\u63a5":95,"\u5f62\u72b6":126,"\u5f88":[93,127],"\u5f88\u591a":[93,97],"\u5f88\u5b89\u9759":93,"\u5f88\u5e72\u51c0":93,"\u5f88\u65b9\u4fbf":93,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":106,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":81,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":55,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":93,"\u5f97\u4f7f\u7528":55,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":127,"\u5f97\u5230\u8f93\u51fa\u503c":100,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":95,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":96,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":96,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":96,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":96,"\u5faa\u73af\u7f51\u7edc\u4ece":96,"\u5fc5\u8981":56,"\u5fc5\u9009":108,"\u5fc5\u987b":99,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":93,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":95,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":96,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[119,120],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":120,"\u5fc5\u987b\u914d\u7f6e\u4e3a":121,"\u5feb":93,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":113,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":113,"\u6027\u4ef7\u6bd4":93,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":105,"\u6027\u80fd\u5206\u6790":106,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":106,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":106,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":97,"\u6027\u80fd\u8c03\u4f18":109,"\u6027\u80fdtip":[119,120],"\u603b\u4f53\u6765\u8bf4":93,"\u603b\u7aef\u53e3\u4e2a\u6570":108,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":125,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":87,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":106,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":89,"\u60a8\u53ef\u4ee5\u4efb\u610f\u4f7f\u7528\u4e00\u4e2a\u6216\u4e24\u4e2a\u6765\u5bf9\u611f\u5174\u8da3\u7684\u4ee3\u7801\u6bb5\u505a\u6027\u80fd\u5206\u6790":106,"\u60a8\u53ef\u4ee5\u5728":87,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":87,"\u60a8\u53ef\u4ee5\u5bfc\u5165":106,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":108,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":106,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":108,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":96,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":106,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":106,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":106,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":106,"\u60c5\u611f\u5206\u6790":73,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":102,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":96,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":110,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":110,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":110,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":110,"\u611f\u89c9":93,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":115,"\u6210\u5458":100,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":108,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":99,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":106,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":56,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":90,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":99,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":114,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":115,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":127,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":108,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":99,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":99,"\u6211\u4eec\u4f7f\u7528":99,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":90,"\u6211\u4eec\u4f7f\u7528\u4e86":93,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":55,"\u6211\u4eec\u4f7f\u7528paddl":108,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":126,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":112,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":101,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":90,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":114,"\u6211\u4eec\u53ea\u9700\u8981":97,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":93,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":127,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":98,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":97,"\u6211\u4eec\u53ef\u4ee5":97,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":105,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":90,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":96,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":90,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":101,"\u6211\u4eec\u53ef\u4ee5\u5728":98,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":105,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":90,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":90,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":92,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":105,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":95,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":105,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":115,"\u6211\u4eec\u5728":101,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":96,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":127,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":96,"\u6211\u4eec\u5c06":115,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":93,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":114,"\u6211\u4eec\u5c06\u4ee5":127,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":127,"\u6211\u4eec\u5c06\u4f7f\u7528":96,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":96,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":93,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":127,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":109,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":127,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":127,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":127,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":98,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":96,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":99,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":99,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":84,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":127,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":119,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[87,108],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":86,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":86,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":126,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":87,"\u6211\u4eec\u63d0\u4f9b\u4e86c":126,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":87,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":93,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":96,"\u6211\u4eec\u7684":97,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":125,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":98,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":93,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":93,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":98,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":92,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":101,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":114,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":96,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":93,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":100,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":93,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":115,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":127,"\u6211\u4eec\u9700\u8981":97,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":101,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":114,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":108,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":101,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":99,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":125,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":90,"\u6211\u5220\u9664\u4e86":98,"\u6211\u53ef\u4ee5\u7528":97,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":97,"\u6216":[2,106,120],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u6216\u4e00\u4e2a\u5411\u91cf":95,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u6216\u6700\u5927\u503c":92,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":92,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":92,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":108,"\u6216\u8005":[55,56,83,92,93,97,98,100,105,106],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[92,95],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":106,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":87,"\u6216\u8005\u53cd\u5411\u5730\u4ece":96,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":108,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":110,"\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":34,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":109,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":93,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":106,"\u6216\u8005\u66f4\u65e9":85,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":93,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":126,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":83,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[119,121],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":83,"\u6216\u8005\u8fd0\u884c":80,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":112,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216gpu":110,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":83,"\u623f":93,"\u623f\u95f4":93,"\u6240\u4ee5":[2,83,87,105],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":84,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":83,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":114,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":93,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":113,"\u6240\u4ee5\u5bf9":93,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":108,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":106,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":114,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":115,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":89,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":93,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":89,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":84,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":99,"\u6240\u4f7f\u7528":120,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":119,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":93,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":56,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":98,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":110,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":108,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":119,"\u6240\u6709\u7684":[98,99],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":99,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":56,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":93,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":99,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":99,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":56,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":99,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":96,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":127,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":126,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":119,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":121,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":55,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":89,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":93,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":106,"\u6253\u5f00":106,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":102,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":56,"\u6267\u884c":[91,108],"\u6267\u884c\u4e0a\u8ff0":119,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":86,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":108,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":89,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":108,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":91,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":100,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":86,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":87,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[119,120,121],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":108,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":96,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":108,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[119,120,121],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":106,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":126,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":113,"\u627e\u5230":[86,96,108],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":81,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":106,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":106,"\u628a":[35,99],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":101,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":97,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":114,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":97,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":96,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":96,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":125,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":125,"\u62c6\u89e3":95,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":93,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":108,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":108,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":115,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":108,"\u62fc\u63a5":83,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":127,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":87,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":108,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":105,"\u6307\u5411\u4e00\u4e2alayer":95,"\u6307\u5b9a":[83,84,95,96],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":110,"\u6307\u5b9a\u4f7f\u75282":83,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":127,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":100,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":110,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":105,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":100,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":87,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":126,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":126,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":86,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":126,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":126,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":100,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":127,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":102,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":127,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":95,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":83,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":127,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":87,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":110,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":93,"\u6307\u5f00\u542fhttp\u670d\u52a1":105,"\u6307\u6d88\u9664\u74f6\u9888":105,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":110,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":110,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":110,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":110,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":110,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":110,"\u6307\u793a\u662f\u5426\u68c0\u67e5\u6240\u6709\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u7684\u5206\u5e03\u662f\u5747\u5300\u7684":110,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":110,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":115,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":97,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":84,"\u6309\u94ae":98,"\u633a":93,"\u633a\u597d":93,"\u6355\u83b7":127,"\u6362":93,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":92,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":90,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":90,"\u63a5\u4e0b\u6765":[100,127],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":106,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":106,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":98,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":98,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":127,"\u63a5\u4e0b\u6765\u7b49\u5f85":98,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":100,"\u63a5\u53e3":[55,56,100,101],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":101,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":56,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":126,"\u63a5\u53e3\u662f":35,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":101,"\u63a5\u53e3\u6709\u4e00\u4e2a":83,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":127,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":126,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":126,"\u63a5\u53e3\u7684":83,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236":110,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":99,"\u63a8\u8350":93,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":86,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":86,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":98,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":97,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":127,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":100,"\u63cf\u8ff0\u95ee\u9898":98,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":113,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":102,"\u63d0\u4ea4pull":98,"\u63d0\u4f9b":108,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":115,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":108,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":105,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":108,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":108,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":92,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":108,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":125,"\u63d0\u793a":80,"\u641c\u7d22\u4ee3\u7801\u5e93":102,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":90,"\u64cd\u4f5c":93,"\u64cd\u4f5c\u7cfb\u7edf":[89,97],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":121,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[94,95],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":108,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":119,"\u652f\u6301\u7684\u6700\u5c0fandroid":119,"\u652f\u6301\u7f16\u8bd1\u5668":119,"\u652f\u6301rbd":113,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":115,"\u653e\u5fc3":93,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u6548\u679c\u5982\u4e0b":105,"\u6548\u679c\u603b\u7ed3":127,"\u6559\u7a0b":87,"\u6570":95,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":95,"\u6570\u636e":44,"\u6570\u636e\u4e2d0":85,"\u6570\u636e\u5206\u7247":108,"\u6570\u636e\u5217\u8868":126,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":125,"\u6570\u636e\u63d0\u4f9b\u5668":109,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":55,"\u6570\u636e\u8f93\u5165":95,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":127,"\u6570\u76ee":112,"\u6574\u4f53":93,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":93,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":115,"\u6574\u6570":99,"\u6574\u6570\u6807\u7b7e":[2,90],"\u6574\u6d01":93,"\u6587\u4ef6":[55,97,98,100,114],"\u6587\u4ef6\u4e2d":[100,115,126],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":126,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":126,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":100,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":100,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":100,"\u6587\u4ef6\u4e2d\u7684":126,"\u6587\u4ef6\u4e3a":83,"\u6587\u4ef6\u4e4b\u5916":98,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":126,"\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":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":55,"\u6587\u4ef6\u540d":105,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":108,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u547d\u540d\u4ee5":100,"\u6587\u4ef6\u59390":115,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":102,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u6587\u4ef6\u7684\u6539\u53d8":98,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":127,"\u6587\u4ef6model":112,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":87,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":127,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":127,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":127,"\u6587\u6863":80,"\u6587\u68631":101,"\u6587\u68632":101,"\u6587\u6863\u8f83\u5c11":101,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":102,"\u6587\u7ae0":115,"\u65b0":93,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":99,"\u65b0\u624b\u5165\u95e8":118,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":73,"\u65b9\u4fbf":93,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":88,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":73,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u5f0f1":83,"\u65b9\u5f0f2":83,"\u65b9\u6cd5\u4e00":112,"\u65b9\u6cd5\u4e09":112,"\u65b9\u6cd5\u4e8c":112,"\u65c1\u8fb9":93,"\u65e0":93,"\u65e0\u5ef6\u8fdf":110,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":55,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65e0\u9ed8\u8ba4\u503c":[119,121],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":81,"\u65e9\u9910":93,"\u65f6":[34,83,85,92,96,99,110,115,119],"\u65f6\u5019":93,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":127,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":120,"\u65f6\u88ab\u8bad\u7ec3\u7684":99,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":112,"\u65f6\u95f4":93,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":93,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":85,"\u6620\u5c04\u4e3a":97,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":99,"\u662f":[44,80,89,93],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":99,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":106,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":106,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":92,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":55,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":106,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":112,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":56,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":99,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":105,"\u662f\u4e00\u4e2aunbound":95,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,90],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":95,"\u662f\u4e00\u7ec4":113,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":114,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":55,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":85,"\u662f\u504f\u5dee":96,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":56,"\u662f\u5411\u91cf":99,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":86,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":95,"\u662f\u5426\u4f7f\u7528":120,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":86,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":110,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":99,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":119,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[119,120],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":86,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[119,121],"\u662f\u5426\u4f7f\u80fd":120,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":86,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":100,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":108,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":110,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":86,"\u662f\u5426\u5fc5\u9009":108,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":110,"\u662f\u5426\u652f\u6301gpu":86,"\u662f\u5426\u663e\u793a":110,"\u662f\u5426\u7a00\u758f":99,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":86,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":86,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":86,"\u662f\u5426\u7f16\u8bd1c":120,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":86,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":86,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":86,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":110,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":97,"\u662f\u56e0\u4e3ac99\u652f\u6301":55,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":96,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":99,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":99,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":105,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":87,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":92,"\u662f\u6211\u4eec":98,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":105,"\u662f\u6307":56,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":93,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":93,"\u662f\u6570\u636e\u8f93\u5165":96,"\u662f\u6709\u610f\u4e49\u7684":93,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":96,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":97,"\u662f\u7528\u6237\u4f7f\u7528c":56,"\u662f\u7684":97,"\u662f\u77e9\u9635":99,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":99,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":99,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":99,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":99,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":99,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":99,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":99,"\u662f\u8f93\u5165":96,"\u662f\u8fd9\u4e00\u7c7b\u7684":84,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":126,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":106,"\u662fc":56,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":95,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":113,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":106,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":95,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":127,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":113,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":99,"\u662frnn\u72b6\u6001":96,"\u663e":127,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u7136":105,"\u665a":93,"\u6682\u4e0d\u8003\u8651\u5728\u5185":83,"\u6682\u65e0":89,"\u6682\u65f6\u4e0d\u652f\u6301python3":89,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":56,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":97,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":80,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":101,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":95,"\u66f4\u5feb":96,"\u66f4\u65b0":80,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":97,"\u66f4\u65b0\u6a21\u5f0f":83,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":102,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":83,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":85,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":127,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":91,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":127,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":127,"\u66f4\u8fdb\u4e00\u6b65":95,"\u66f4\u9ad8":96,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":95,"\u6700":93,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":115,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,87,98,99,108,127],"\u6700\u540e\u4e00\u4e2a":92,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":90,"\u6700\u540e\u518d\u8c03\u7528mutabl":101,"\u6700\u540e\u5220\u9664":73,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":99,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":120,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":110,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":55,"\u6700\u65b0\u7684\u4ee3\u7801":98,"\u6700\u65b0\u7684paddlepaddl":[80,87],"\u6700\u7ec8":99,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":95,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":90,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":95,"\u6708\u6e56":93,"\u6709":93,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":113,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[119,120,121],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":99,"\u6709\u4e9b\u5c42\u6216\u8005\u6fc0\u6d3b\u9700\u8981\u505a\u5f52\u4e00\u5316\u4ee5\u4fdd\u8bc1\u5b83\u4eec\u7684\u8f93\u51fa\u7684\u548c\u662f\u4e00\u4e2a\u5e38\u6570":99,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":83,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":97,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[119,120],"\u6709\u5173":93,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":119,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":90,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":115,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":108,"\u6709\u591a\u96be":97,"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":97,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":97,"\u6709\u6807\u51c6\u7684":55,"\u6709\u7684\u65f6\u5019":55,"\u6709\u7684\u65f6\u5019\u7b80\u7b80\u5355\u5355\u7684\u6539\u53d8\u5c31\u80fd\u5728\u6027\u80fd\u4e0a\u4ea7\u751f\u660e\u663e\u7684\u4f18\u5316\u6548\u679c":106,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":80,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":105,"\u670d\u52a1":93,"\u670d\u52a1\u5458":93,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":108,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":85,"\u672a\u77e5\u8bcd":125,"\u672a\u8bbe\u7f6e":120,"\u672c\u4f8b\u4e2d\u4e3a0":125,"\u672c\u4f8b\u4e2d\u4e3a32":125,"\u672c\u4f8b\u4e2d\u4e3a4":125,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":93,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":127,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":127,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":127,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":127,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":73,"\u672c\u5730":[80,89],"\u672c\u5730\u6d4b\u8bd5":109,"\u672c\u5730\u8bad\u7ec3":109,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":82,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":112,"\u672c\u5b9e\u4f8b\u4e2d":125,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":127,"\u672c\u5c42\u5c3a\u5bf8":126,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":126,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":126,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":100,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":96,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":126,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":93,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":97,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":93,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":93,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":113,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":115,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":108,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":125,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":113,"\u672c\u6587\u6863\u5c06\u4ee5linux":119,"\u672c\u6587\u6863\u63cf\u8ff0paddl":56,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":120,"\u672c\u6765":93,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":115,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":115,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":115,"\u672c\u6b21\u8bd5\u9a8c":127,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":93,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":93,"\u673a\u5668\u4e0a\u4ee5\u53ca":121,"\u673a\u5668\u7684\u8bbe\u5907":112,"\u673a\u5668\u7ffb\u8bd1":73,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":110,"\u6761\u4ef6\u4e0b":113,"\u6765":93,"\u6765\u4ee3\u66ff":98,"\u6765\u4f7f\u7528dropout":84,"\u6765\u4f7f\u7528dropout\u7684":84,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":99,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":106,"\u6765\u521d\u59cb\u5316\u53c2\u6570":85,"\u6765\u542f\u52a8\u548c":97,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":90,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":93,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":127,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[119,120],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":99,"\u6765\u6267\u884c":97,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":126,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":101,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":100,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":90,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u6765\u6ce8\u518c\u8be5\u5c42":99,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":112,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":97,"\u6765\u786e\u4fdd\u628a":55,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":97,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u6765\u8868\u793a":96,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":55,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":83,"\u6765\u8ba1\u7b97\u68af\u5ea6":99,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":93,"\u6765\u8bbe\u7f6e":85,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":98,"\u6765\u8c03\u7528":97,"\u6765\u8fd0\u884c\u5305\u62ec":97,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":97,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":106,"\u6765\u8fd0\u884c\u955c\u50cf":87,"\u6765\u8fdb\u884c\u8ba8\u8bba":56,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":83,"\u676f\u5b50":93,"\u6784\u5efa":119,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":119,"\u6784\u5efa\u76ee\u6807\u4e3a":120,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":92,"\u6784\u9020":115,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":100,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":100,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":120,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":120,"\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u4e00\u4e2a\u8f93\u5165\u4e3a\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":93,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":109,"\u67e5\u770b":[98,127],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":98,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":98,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":98,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":81,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":114,"\u6807\u51c6":89,"\u6807\u51c6\u5dee\u4e3a":85,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":73,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":105,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":105,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":110,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":105,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":105,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":105,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":97,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":119,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":112,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":115,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":125,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":110,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":101,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":109,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":110,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":110,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":114,"\u6839\u636eport":108,"\u683c\u5f0f":110,"\u683c\u5f0f\u5982\u4e0b":127,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":100,"\u683c\u5f0f\u8bf4\u660e":125,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":120,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":120,"\u68af\u5ea6\u4f1a\u5c31\u5730":99,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":108,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":110,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":99,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":110,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":99,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":99,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":100,"\u68d2":127,"\u697c\u5c42":93,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":101,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":83,"\u6a21\u578b\u5171\u5305\u542b1":125,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":127,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":108,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":96,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":96,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":96,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":125,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":96,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":127,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":90,"\u6a21\u578b\u8def\u5f84":126,"\u6a21\u578b\u914d\u7f6e":[0,82],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":55,"\u6a21\u578b\u91c7\u7528":125,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":105,"\u6a2a\u5411\u62fc\u63a5":83,"\u6b21":93,"\u6b22\u8fce\u901a\u8fc7":98,"\u6b63\u6837\u672c":127,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":80,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":109,"\u6b64\u547d\u4ee4\u5c06\u5728":119,"\u6b64\u5904":125,"\u6b64\u5904\u90fd\u4e3a2":93,"\u6b64\u5916":[84,97,98,119],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":105,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":106,"\u6b64\u65f6\u53ea\u9700\u8981":97,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":83,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":85,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":81,"\u6b64\u90e8\u5206\u7684\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":108,"\u6b65\u9aa4":83,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":95,"\u6bcf\u4e00\u4e2a":73,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":127,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":93,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":93,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":108,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":83,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":105,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":93,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u6bcf\u4e2a\u5355\u5c42rnn":95,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":108,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":93,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":96,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":96,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":93,"\u6bcf\u4e2a\u5c42\u5728\u5176":99,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":127,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":110,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":95,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":93,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":99,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":93,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":93,"\u6bcf\u4e2a\u72b6\u6001":95,"\u6bcf\u4e2a\u7ebf\u7a0b":110,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":110,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":110,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":99,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":99,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":108,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":98,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":127,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":127,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":115,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":108,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":108,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":108,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":108,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":110,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":112,"\u6bcf\u6279\u6b21":110,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":98,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":98,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":127,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":105,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":125,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":126,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":125,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":99,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":110,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":110,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":110,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":110,"\u6bcf\u969410\u5206\u949f":34,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":127,"\u6bcfdot":110,"\u6bcflog":110,"\u6bcfsave":110,"\u6bcftest":110,"\u6bd4\u5982":[35,81,83,87,97,98,127],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":93,"\u6bd4\u5982\u5728":87,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":98,"\u6bd4\u5982\u5c06":73,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":120,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[119,121],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982\u8282\u70b9\u7684id":108,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":85,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":113,"\u6bd4\u5982cento":89,"\u6bd4\u5982fpe":81,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":98,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6bd4\u5982pil\u5e93\u7b49":108,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":105,"\u6c34\u6e29":93,"\u6c49\u5ead":93,"\u6ca1":93,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":125,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[80,89],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[119,121],"\u6ce8":[34,87],"\u6ce8\u518c":100,"\u6ce8\u518ccpu":100,"\u6ce8\u518cop":100,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":100,"\u6ce8\u610f":[2,86,90,96,99,102,105,108,115,119,120,121],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":115,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":112,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":115,"\u6ce8\u91ca":100,"\u6cf3\u6c60":93,"\u6d41":93,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":98,"\u6d44":93,"\u6d4b\u8bd5":98,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":110,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":98,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":112,"\u6d4b\u8bd5docker\u955c\u50cf":73,"\u6d4b\u8bd5model_list":109,"\u6d4b\u8bd5oper":100,"\u6d4b\u8bd5save_dir":109,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":83,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":125,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":99,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":105,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":105,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":96,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":100,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":115,"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":100,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":100,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":100,"\u6e05\u7406":97,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":80,"\u6e29\u99a8":93,"\u6e90\u4ee3\u7801":127,"\u6e90\u4ee3\u7801\u683c\u5f0f":98,"\u6e90\u5e8f\u5217":96,"\u6e90\u7801\u4e0edemo":114,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":97,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":125,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":125,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":125,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":126,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":126,"\u6fc0\u6d3b":99,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":127,"\u6fc0\u6d3b\u65b9\u7a0b":99,"\u6fc0\u6d3b\u7684\u7c7b\u578b":99,"\u70b9\u51fb":89,"\u70b9\u51fb\u8fd9\u91cc":102,"\u70ed\u60c5":93,"\u7136\u540e":[106,108,125],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":108,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":95,"\u7136\u540e\u4f7f\u7528":120,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":101,"\u7136\u540e\u5355\u51fb":98,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":108,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":115,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":126,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":93,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":87,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":85,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":80,"\u7136\u540e\u5b9a\u4e49":96,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":115,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":84,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u6240\u6709\u7528":98,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":126,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":114,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":98,"\u7136\u540e\u70b9\u51fb":98,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":115,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":99,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":115,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":115,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":80,"\u7136\u800c":[96,110],"\u7248\u672c":[86,89,97,120],"\u7248\u672c\u5206\u652f":73,"\u7248\u672c\u53f7":73,"\u7248\u672c\u53f7rc":73,"\u7248\u672c\u5728":98,"\u7248\u672c\u8bf4\u660e":89,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":73,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":83,"\u7279\u5f81\u56fe\u5747\u503c":126,"\u7279\u5f81\u56fe\u65b9\u5dee":126,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":126,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":88,"\u72ec\u7acb\u5de5\u5177\u94fe":119,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":119,"\u73af\u5883\u53d8\u91cf":[108,115],"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":83,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":55,"\u7406\u89e3":97,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":106,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u4ea7\u955c\u50cf":98,"\u751f\u6210":115,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":55,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":102,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":96,"\u751f\u6210\u6587\u6863":55,"\u751f\u6210\u7684":35,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":105,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":115,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":83,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":99,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":98,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":105,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":100,"\u751f\u6210api\u6587\u6863":55,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":105,"\u7528":44,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":127,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":99,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":112,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":84,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":110,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":125,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":100,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":108,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":110,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":84,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":96,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":108,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":96,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":93,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":105,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u4eceapp":120,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":95,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":102,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":119,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":102,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":125,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":56,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":127,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":56,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":110,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":112,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":119,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":86,"\u7528\u6237\u53ef\u5c06":119,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":120,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":119,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":119,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":119,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":84,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":80,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":85,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":115,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":80,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":125,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[119,120,121],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[84,85],"\u7528\u6237\u901a\u8fc7c":56,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":112,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[119,121],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":80,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":119,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":97,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":99,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":105,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":115,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":88,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":105,"\u7531":[84,95],"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":93,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":113,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":99,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":126,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":119,"\u7531\u4e8ec":55,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8eeigen":101,"\u7531\u4e8epypi":73,"\u7531\u4e8estep":95,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":101,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":92,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7535\u8111":93,"\u767b\u5f55\u5230head\u8282\u70b9":108,"\u7684":[89,93,97,98,101,108,114,115,120,127],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":95,"\u7684\u4e3a0":110,"\u7684\u4efb\u4e00\u4e00\u79cd":83,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":101,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":92,"\u7684\u503c":[119,120,121],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":119,"\u7684\u504f\u7f6e\u5411\u91cf":99,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":100,"\u7684\u5185\u5b58":83,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":115,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":106,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":126,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":100,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":110,"\u7684\u53d8\u6362\u77e9\u9635":99,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":96,"\u7684\u5411\u91cf":99,"\u7684\u542f\u52a8\u53c2\u6570":115,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":115,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":105,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":55,"\u7684\u5730\u5740":113,"\u7684\u5730\u65b9":98,"\u7684\u5747\u5300\u5206\u5e03":85,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":108,"\u7684\u5934\u6587\u4ef6":55,"\u7684\u5b9e\u73b0":100,"\u7684\u5e73\u5747\u503c":92,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":93,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":98,"\u7684\u5f00\u53d1\u6d41\u7a0b":97,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":100,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":105,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":105,"\u7684\u6027\u80fd\u6709\u95ee\u9898":105,"\u7684\u63a5\u53e3\u6837\u5f0f":55,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":98,"\u7684\u64cd\u4f5c":101,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":127,"\u7684\u6570\u76ee\u4e00\u81f4":92,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":98,"\u7684\u65b9\u7a0b":99,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":83,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":93,"\u7684\u6700\u5c0f\u503c":110,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":98,"\u7684\u6784\u9020\u51fd\u6570":100,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":96,"\u7684\u6837\u5f0f":98,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":95,"\u7684\u6839\u76ee\u5f55":120,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":95,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":98,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":55,"\u7684\u7248\u672c":[97,121],"\u7684\u7248\u672c\u53f7":125,"\u7684\u7279\u5f81":126,"\u7684\u72b6\u6001":95,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":119,"\u7684\u77e9\u9635":[83,99],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":99,"\u7684\u7b2ci\u4e2a\u503c":99,"\u7684\u7b2cj\u4e2a\u503c":99,"\u7684\u7cfb\u7edf":97,"\u7684\u7ef4\u5ea6":125,"\u7684\u7f16\u5199":108,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":119,"\u7684\u7f29\u5199":44,"\u7684\u89c4\u8303":55,"\u7684\u89d2\u5ea6":35,"\u7684\u8ba1\u7b97\u4ee3\u7801":101,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":100,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":127,"\u7684\u8bdd":83,"\u7684\u8be6\u7ec6\u4fe1\u606f":105,"\u7684\u8f93\u5165":95,"\u7684\u8f93\u51fa":106,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":106,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":96,"\u7684\u8f93\u51fa\u683c\u5f0f":93,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":96,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":83,"\u7684\u8fd0\u884c\u73af\u5883":97,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":98,"\u7684\u914d\u7f6e":125,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":97,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":98,"\u7684cpu":100,"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":108,"\u7684paddlepaddle\u5e93":119,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":108,"\u76ee\u524d":95,"\u76ee\u524d\u4f7f\u7528":98,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":121,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u652f\u6301":119,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":92,"\u76ee\u524d\u652f\u6301cento":91,"\u76ee\u524d\u652f\u6301fail":110,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":110,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":95,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":55,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":102,"\u76ee\u5f55":[87,97,108,114,115,119,120,121],"\u76ee\u5f55\u4e0b":[56,99,108,127],"\u76ee\u5f55\u4e0b\u627e\u5230":127,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":100,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":120,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":119,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":80,"\u76ee\u5f55\u4e2d":108,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[119,121],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":120,"\u76ee\u5f55\u4e2d\u7684":106,"\u76ee\u5f55\u4e2dpaddl":115,"\u76ee\u5f55\u548c":[119,120,121],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":115,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":119,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":121,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":127,"\u76ee\u6807\u5411\u91cf":96,"\u76ee\u6807\u5de5\u5177\u94fe":119,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[119,121],"\u76ee\u6807\u67b6\u6784":120,"\u76ee\u6807\u67b6\u6784abi":119,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":85,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":88,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":55,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":56,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":55,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":100,"\u76f4\u63a5\u8fd0\u884c":87,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":127,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":85,"\u76f8\u5bf9":93,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":127,"\u76f8\u5f53":93,"\u76f8\u6bd4":100,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":81,"\u77a7":91,"\u77e9\u9635":109,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":100,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":98,"\u78c1\u76d8\u4e0d\u591f":97,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":81,"\u793a":127,"\u793a\u4f8b":[83,85,126],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":93,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":93,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":93,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":83,"\u793a\u4f8b\u5982\u4e0b":85,"\u793a\u4f8b\u7a0b\u5e8f":108,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":55,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":55,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":90,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":90,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":83,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":101,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":93,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":83,"\u79bb":93,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u79f0\u4e3a":[96,98],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":119,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":92,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":110,"\u79f0\u4f5c\u6709kernel":100,"\u79f0\u4f5ckernel":100,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":99,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":115,"\u7a00\u758f\u768401\u5411\u91cf":[2,90],"\u7a00\u758f\u7684\u5411\u91cf":[2,90],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":112,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":115,"\u7a0b\u5e8f\u4f9d\u8d56":108,"\u7a0b\u5e8f\u505c\u6b62":110,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":105,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":110,"\u7a20\u5bc6\u5411\u91cf":99,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":115,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,90],"\u7a97\u6237":93,"\u7acb\u523b\u9000\u51fa":83,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":86,"\u7ae0\u8282":119,"\u7aef\u53e3":81,"\u7aef\u7684":105,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":83,"\u7b2c":93,"\u7b2c\u4e00\u4e2a":98,"\u7b2c\u4e00\u4e2a\u53c2\u6570":100,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":93,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":73,"\u7b2c\u4e00\u5929":93,"\u7b2c\u4e00\u7ae0\u8282":90,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":126,"\u7b2c\u4e00\u884c\u662f":125,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":100,"\u7b2c\u4e09\u6b65":126,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":73,"\u7b2c\u4e8c\u4e2a":83,"\u7b2c\u4e8c\u4e2a\u4e3a":73,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":100,"\u7b2c\u4e8c\u6b65":[125,126],"\u7b2c\u4e8c\u7c7b":84,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":126,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":99,"\u7b49":[56,81,100],"\u7b49\u4e8e\u6837\u672c\u6570":83,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":56,"\u7b49\u53c2\u6570":115,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":113,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":113,"\u7b49\u6587\u4ef6":56,"\u7b49\u7b49":127,"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":113,"\u7b80\u4ecb":103,"\u7b80\u5199":100,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":100,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":100,"\u7b80\u5355\u6765\u8bf4":106,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":85,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":106,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":114,"\u7b80\u76f4":93,"\u7b97\u6cd5":[83,96],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":96,"\u7c7b\u4f3c":[56,92],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":99,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":109,"\u7c7b\u522bid":127,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":127,"\u7c7b\u540d\u548cc":55,"\u7c7b\u578b":[55,100,110],"\u7c7b\u578b\u4e3a":100,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":101,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":92,"\u7c7b\u578b\u540d\u4e3a":100,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":83,"\u7c7b\u578b\u662fsparse_binary_vector":[2,90],"\u7c7b\u578b\u662fsparse_float_vector":[2,90],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":93,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":100,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":100,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":99,"\u7c7b\u91cd\u5199":100,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":99,"\u7cfb\u6570":100,"\u7cfb\u7edf\u4e2d\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":105,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":100,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":108,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":100,"\u7ea2\u697c\u68a6":125,"\u7ebf\u7a0bid\u53f7":112,"\u7ec6\u8282\u63cf\u8ff0":111,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":83,"\u7ed3\u5408":113,"\u7ed3\u5c3e":100,"\u7ed3\u675f\u6807\u8bb0":96,"\u7ed3\u6784\u5982\u4e0b\u56fe":125,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":105,"\u7ed3\u679c\u8f93\u51fa\u5230":97,"\u7ed3\u8bba":55,"\u7ed9":93,"\u7ed9\u4e2a\u7b80\u5355\u7684":98,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":95,"\u7edf\u4e00\u7528":35,"\u7ee7\u627f\u81ea":100,"\u7ee7\u627f\u81eaoperatorbas":100,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":93,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":93,"\u7ef4\u5ea6\u4e3aword_dim":127,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":127,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":127,"\u7ef4\u62a4":113,"\u7ef4\u7a7a\u95f4":96,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":96,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":83,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":87,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":87,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":115,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":115,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":105,"\u7f16\u5199\u7684\u90e8\u5206":89,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":108,"\u7f16\u53f7\u4ece0\u5f00\u59cb":83,"\u7f16\u7801\u5411\u91cf":96,"\u7f16\u7801\u5668\u8f93\u51fa":96,"\u7f16\u7801\u6e90\u5e8f\u5217":96,"\u7f16\u8bd1":[87,97,98,119],"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":102,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":121,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[119,120],"\u7f16\u8bd1\u5668":[119,120,121],"\u7f16\u8bd1\u5668\u6ca1\u6709":55,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":119,"\u7f16\u8bd1\u578b\u8bed\u8a00":55,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":82,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":119,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":102,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":86,"\u7f16\u8bd1\u5de5\u5177\u94fe":119,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":121,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":105,"\u7f16\u8bd1\u6210\u529f\u540e":100,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":110,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":105,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":105,"\u7f16\u8bd1\u65f6\u6307\u5b9a":105,"\u7f16\u8bd1\u751f\u6210":102,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":73,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":73,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":73,"\u7f16\u8bd1c":56,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":73,"\u7f16\u8bd1paddlepaddl":86,"\u7f16\u8bd1ubuntu\u7684deb\u5305":73,"\u7f16\u8f91":113,"\u7f29\u653e\u53c2\u6570":126,"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":113,"\u7f51\u7edc\u540d\u79f0":127,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":99,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":99,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":99,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":99,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":110,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":99,"\u7f51\u7edc\u6a21\u5757":126,"\u7f51\u7edc\u901a\u4fe1":99,"\u7f51\u7edc\u914d\u7f6e":127,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":126,"\u800c":[84,96,105,114],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":101,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":56,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":55,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":84,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":80,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":93,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":56,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":108,"\u800c\u4e14\u5305\u542b\u4e86c":89,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u4e14cento":89,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":110,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":106,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":106,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":112,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":93,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":100,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":84,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":126,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":101,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":55,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":55,"\u800c\u5b89\u88c5\u5305":[80,89],"\u800c\u5b89\u88c5\u5305\u662f":[80,89],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":93,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":93,"\u800c\u5bf9\u4e8egolang":55,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":55,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":93,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":106,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":83,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":56,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":106,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":109,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":96,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":90,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":112,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":101,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":93,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":93,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":98,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":86,"\u800ceigenvector":101,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":95,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":55,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":90,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":90,"\u8054\u901a":108,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":95,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":95,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":127,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":95,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":84,"\u80fd\u83b7\u53d6":108,"\u811a\u672c":[97,119],"\u811a\u672c\u5f00\u59cb\u65f6":115,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":98,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":108,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":95,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":119,"\u81ea\u52a8\u751f\u6210":102,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":96,"\u81ea\u52a8\u9009\u62e9":120,"\u81ea\u5e95\u5411\u4e0a\u6cd5":127,"\u81ea\u6b64":[119,120],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":97,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":112,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":56,"\u81f3\u5c11\u5305\u542bgcc_3":89,"\u81f3\u5c11\u5305\u542bglibcxx_3":89,"\u81f3\u6b64":[2,93,98],"\u8212\u9002":93,"\u826f\u597d\u7684\u6587\u6863":55,"\u8282\u70b9":108,"\u82e5":99,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":85,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":120,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[119,121],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":92,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":106,"\u82e5\u6709\u5fc5\u8981":99,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":120,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":119,"\u82e5\u73af\u5883\u53d8\u91cf":[119,120,121],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":84,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":92,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":92,"\u82f1\u6587\u6587\u6863":102,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":102,"\u8303\u56f4":112,"\u83b7\u53d6":98,"\u83b7\u53d6\u5229\u7528":127,"\u83b7\u53d6\u53ef\u9009\u7684tag":87,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":89,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":80,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u83b7\u53d6\u6e90\u7801":97,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":127,"\u83b7\u53d6trainer":115,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":99,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":87,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":108,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":108,"\u865a\u62df\u673a\u4e0a":97,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":56,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":108,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":109,"\u884c":125,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":126,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":105,"\u8865\u5145\u4e0a\u6b21\u7684commit":98,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":99,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":99,"\u8868\u793a":100,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":113,"\u8868\u793a\u4e3adeviceid":112,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":93,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":108,"\u8868\u793a\u6570\u636e\u7c7b\u578b":100,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":127,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":100,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":115,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":127,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":127,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":115,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":121,"\u88ab":98,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":108,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u88ab\u653e\u5728":99,"\u88ab\u79f0\u4e3a":96,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":106,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":92,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":95,"\u8981\u8c03\u7528":99,"\u89e3\u51b3\u529e\u6cd5\u662f":80,"\u89e3\u51b3\u65b9\u6848\u662f":85,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":115,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":96,"\u89e3\u7801\u5668\u57fa\u4e8e\u7f16\u7801\u6e90\u5e8f\u5217\u548c\u6700\u540e\u751f\u6210\u7684\u76ee\u6807\u8bcd\u9884\u6d4b\u4e0b\u4e00\u76ee\u6807\u8bcd":96,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u89e3\u91ca":127,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":55,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":55,"\u8ba1\u7b97":[96,108],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":96,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":99,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":84,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":96,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":99,"\u8ba1\u7b97\u8282\u70b9":108,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":108,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":99,"\u8ba1\u7b97\u8f93\u51fa":99,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":108,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":101,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":127,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":56,"\u8bad\u7ec3":109,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":73,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":108,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":106,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":83,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":108,"\u8bad\u7ec3\u65f6":115,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":127,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":96,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":73,"\u8bad\u7ec3\u7a0b\u5e8f":108,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":115,"\u8bad\u7ec3\u811a\u672c":127,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":127,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":115,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":83,"\u8bad\u7ec3\u8f6e\u6b21":127,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":83,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":109,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":110,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":110,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":110,"\u8bad\u7ec3dot_period":109,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":73,"\u8bb0\u5fc6\u6a21\u5757":96,"\u8bba\u6587":126,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":108,"\u8bbe\u4e3a\u672c\u5730":108,"\u8bbe\u5b9a":84,"\u8bbe\u7f6e":[56,83,84,86,119,120],"\u8bbe\u7f6e\u4e3a":99,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":84,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":110,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":110,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":84,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":85,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":85,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[83,103],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":85,"\u8bbe\u7f6e\u6210":85,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":83,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":99,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":100,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":112,"\u8bbe\u7f6egpu":110,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":105,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":115,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":127,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":98,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":98,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":98,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":98,"\u8bc6\u522b\u6570\u5b57":73,"\u8bcd\u5411\u91cf":[73,125],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":125,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":125,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":106,"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":110,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":110,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":110,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":110,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":110,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":110,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":110,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":110,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":110,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":99,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":127,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":110,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":99,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":86,"\u8be5\u6570\u636e\u96c6":125,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":110,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":126,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":105,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":127,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":96,"\u8be5\u7c7b\u7684":100,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":99,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":119,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":126,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":99,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":84,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":93,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":100,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":108,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":127,"\u8be6\u7ec6\u53c2\u8003":86,"\u8be6\u7ec6\u53ef\u53c2\u8003":98,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":126,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":83,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":127,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":86,"\u8be6\u7ec6\u89c1":92,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":73,"\u8bed\u8a00\u6a21\u578b":125,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":105,"\u8bf4\u660e":[34,86,89,108,115],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":98,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":99,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":100,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":87,"\u8bf7\u4fdd\u8bc1travi":98,"\u8bf7\u5148\u4f7f\u7528":[119,120,121],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":112,"\u8bf7\u53c2\u8003":[2,56,80,83,90,93,99,100,127],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":127,"\u8bf7\u53c2\u89c1":98,"\u8bf7\u53c2\u9605":96,"\u8bf7\u5728\u8be5pull":98,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":98,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":98,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":102,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":110,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":100,"\u8bf7\u67e5\u770b":125,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":89,"\u8bf7\u6ce8\u610f":[96,100,114,125],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":98,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":97,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":98,"\u8bf7\u76f4\u63a5\u586b\u51450":85,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":112,"\u8bf7\u786e\u4fdd":98,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":98,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":98,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":98,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":80,"\u8bf7\u9075\u5b88":98,"\u8bf7\u91c7\u7528":98,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":112,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":115,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":115,"\u8c03\u7528":[99,120],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":101,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[119,120],"\u8c03\u7528\u7528":105,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":108,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":100,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":99,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":127,"\u8d21\u732e\u6587\u6863":102,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":113,"\u8d77":93,"\u8def\u5f84\u4e0b":126,"\u8df3\u8f6c\u5230":98,"\u8df3\u8fc7":83,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8fc7\u6765\u7684":126,"\u8f83":93,"\u8f93\u5165":[92,96],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":95,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":95,"\u8f93\u5165\u5c42\u5c3a\u5bf8":126,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":83,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":93,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":93,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":93,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":112,"\u8f93\u5165\u6587\u672c":125,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":125,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":99,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":99,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":126,"\u8f93\u5165\u7684":125,"\u8f93\u5165\u7684\u540d\u5b57":99,"\u8f93\u5165\u7684\u5927\u5c0f":99,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":125,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":125,"\u8f93\u5165\u7684\u7c7b\u578b":99,"\u8f93\u5165n\u4e2a\u5355\u8bcd":127,"\u8f93\u51fa":[92,96,100],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":95,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":127,"\u8f93\u51fa\u51fd\u6570":96,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":92,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":95,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":125,"\u8f93\u51fa\u67092\u5217":125,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":126,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":125,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":125,"\u8f93\u51fa\u7684\u68af\u5ea6":110,"\u8f93\u51fa\u76ee\u5f55":126,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":114,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":93,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":83,"\u8fd0\u884c\u4e00\u4e2a":97,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":100,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":125,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":125,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":97,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":100,"\u8fd0\u884c\u5931\u8d25":112,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":125,"\u8fd0\u884c\u5b8c\u6210\u540e":108,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":105,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":105,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":125,"\u8fd0\u884c\u65e5\u5fd7":108,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":86,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":115,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":121,"\u8fd1":93,"\u8fd4\u56de":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56de0":2,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,90],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":73,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":99,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":100,"\u8fd8\u4f1a":93,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":86,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":119,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":98,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":83,"\u8fd8\u662f":93,"\u8fd8\u662f\u4ece":35,"\u8fd8\u662f\u865a\u62df\u673a":97,"\u8fd8\u6709":93,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":108,"\u8fd8\u9700\u8981\u91cd\u5199":100,"\u8fd9":[83,93,127],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":85,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":106,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":56,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":56,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":84,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":95,"\u8fd9\u4e09\u4e2a\u5206\u652f":73,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":127,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":105,"\u8fd9\u4e2a":[89,93,97,113],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":83,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":83,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":100,"\u8fd9\u4e2a\u51fd\u6570\u7684":96,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":93,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":96,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":56,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":56,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":115,"\u8fd9\u4e2a\u57fa\u7c7b":99,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":56,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":95,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":102,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":55,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":93,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":55,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":102,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":127,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":105,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":56,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":93,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":99,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":99,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":56,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":56,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":97,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":113,"\u8fd9\u4e2a\u8868\u683c":113,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":100,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":95,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":98,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":125,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":113,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":96,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":56,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e2aissu":97,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":115,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":95,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":83,"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":108,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":100,"\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":35,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf":108,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":115,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":99,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":83,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":83,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":126,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":126,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":126,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":93,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":99,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":98,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":98,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":99,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":93,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":86,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":100,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":97,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":98,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":98,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":93,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":93,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":96,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":55,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":100,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":100,"\u8fd9\u610f\u5473\u7740":96,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":112,"\u8fd9\u65f6":83,"\u8fd9\u65f6\u5728\u4f7f\u7528":85,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":83,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":85,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":85,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":92,"\u8fd9\u662f\u56e0\u4e3a":55,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":98,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":93,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":80,"\u8fd9\u6837":[56,108],"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":108,"\u8fd9\u6837\u4fdd\u8bc1":73,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":97,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":83,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":86,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":112,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":97,"\u8fd9\u6837\u5bb9\u5668\u7684":115,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u6837\u5f53\u8be5pull":98,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":108,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":99,"\u8fd9\u6837\u7684\u8bdd":114,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":108,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":106,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":99,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":85,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":99,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":83,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":84,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":112,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":96,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":95,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":115,"\u8fd9\u7bc7":87,"\u8fd9\u7bc7\u6587\u6863":98,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":121,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":97,"\u8fd9\u7bc7\u6587\u7ae0":97,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":93,"\u8fd9\u884c\u547d\u4ee4\u4e2d":105,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":96,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":55,"\u8fd9\u91cc":[85,86,96,98,113,115,126],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":100,"\u8fd9\u91cc\u4ee5":127,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":105,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":93,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":83,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":127,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":90,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":99,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":115,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":127,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":83,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":108,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":101,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":127,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":113,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":127,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":105,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":98,"\u8fdb\u5165\u5bb9\u5668":114,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":115,"\u8fdb\u7a0b\u7684":108,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":115,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":115,"\u8fdb\u7a0b\u9700\u8981\u7684":115,"\u8fdb\u800c\u591a\u673a":105,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":105,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":105,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":73,"\u8fdb\u884c\u4e86":93,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":115,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":115,"\u8fdb\u884c\u56de\u590d":98,"\u8fdb\u884c\u5f00\u53d1":98,"\u8fdb\u884c\u62c6\u89e3":93,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":99,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":119,"\u8fdb\u884c\u8bbe\u7f6e":100,"\u8fdb\u884c\u9884\u6d4b":127,"\u8fdb\u884cpython\u4e0ec":105,"\u8fdb\u9636\u6307\u5357":[90,118],"\u8fde\u63a5":95,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":108,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":108,"\u9000\u51fa\u5bb9\u5668":114,"\u9002\u4e2d":93,"\u9009":93,"\u9009\u62e9":93,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":87,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":127,"\u9009\u62e9\u76ee\u6807\u5206\u652f":98,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":110,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":113,"\u9009\u9879":[86,97,125],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":109,"\u901a\u5e38":[56,100,105],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":115,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":108,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":112,"\u901a\u5e38\u4f7f\u7528cento":89,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":85,"\u901a\u5e38\u540d\u5b57\u662f":98,"\u901a\u5e38\u60c5\u51b5\u4e0b":106,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":114,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":121,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":113,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":96,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":99,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":93,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":105,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":112,"\u901a\u7528":109,"\u901a\u77e5":93,"\u901a\u8fc7":[83,93,98,99,100,127],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":95,"\u901a\u8fc7\u4f7f\u7528":86,"\u901a\u8fc7\u51fd\u6570":115,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":83,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":95,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":95,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":98,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":127,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":56,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":90,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":99,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":108,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":100,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":127,"\u901a\u8fc7data":95,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":121,"\u901a\u8fc7volum":113,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u903b\u8f91\u56de\u5f52":127,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":84,"\u9053\u6b49":93,"\u9069":93,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":98,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":73,"\u9075\u5faa\u6587\u7ae0":125,"\u90a3\u4e48":[56,95,99],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":95,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":85,"\u90a3\u4e48\u5728":100,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":85,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":85,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":97,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":85,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":96,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":96,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":85,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":83,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":80,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":97,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":85,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":83,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":112,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":106,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":106,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":85,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":106,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":106,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":113,"\u90fd":93,"\u90fd\u4e0d\u9700\u8981":97,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":110,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":93,"\u90fd\u53ef\u4ee5\u8fd0\u884c":97,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":92,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":93,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":55,"\u90fd\u7528":98,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":98,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":99,"\u914d\u7f6e\u5982\u4e0b":125,"\u914d\u7f6e\u6253\u5f00":106,"\u914d\u7f6e\u6587\u4ef6":127,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":99,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":97,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":125,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":96,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":99,"\u914d\u7f6eapi":92,"\u9152\u5e97":93,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":110,"\u91c7\u7528multi":85,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc":97,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":114,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":97,"\u91cc\u5b8c\u6210":100,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":55,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":126,"\u91cc\u7684":97,"\u91cc\u7684\u65e5\u5fd7":108,"\u91cc\u7684\u6e90\u7801":97,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":97,"\u91cc\u9762":100,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":119,"\u91cd\u547d\u540d\u6210":55,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":106,"\u9488\u5bf9\u4e0d\u540c\u7684":120,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":114,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":83,"\u94fe\u63a5\u4e2d\u627e\u5230":89,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":86,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":55,"\u94fe\u63a5\u5f85\u8865\u5145":127,"\u9519\u8bef\u5904\u7406":55,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":55,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":55,"\u9519\u8bef\u7387":127,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":85,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":97,"\u955c\u50cf\u91cc\u6709":114,"\u957f\u5ea6":83,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":96,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":96,"\u95f4\u9694":127,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":110,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":110,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":102,"\u9664\u4e86boot_lay":93,"\u9664\u53bbdata\u5c42":127,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":56,"\u9664\u6b64\u4e4b\u5916":83,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":125,"\u9664\u96f6\u7b49\u95ee\u9898":83,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":98,"\u968f\u673a\u6570\u7684\u79cd\u5b50":110,"\u968f\u673a\u6570seed":109,"\u9694\u5f00":[108,126],"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":110,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":114,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":108,"\u96c6\u7fa4\u4efb\u52a1":108,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":108,"\u96c6\u7fa4\u6d4b\u8bd5":109,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":108,"\u96c6\u7fa4\u8bad\u7ec3":109,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":82,"\u96c6\u7fa4\u8fdb\u7a0b":108,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":100,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":106,"\u9700\u8981":[35,97,100],"\u9700\u8981\u4e3a":100,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":115,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":89,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":98,"\u9700\u8981\u4fee\u6539build":73,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":113,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[80,89],"\u9700\u8981\u5355\u72ec":87,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":98,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":115,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":100,"\u9700\u8981\u5728":100,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":114,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":102,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":56,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":120,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":126,"\u9700\u8981\u5bf9":113,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":83,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":73,"\u9700\u8981\u5f15\u7528":56,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":97,"\u9700\u8981\u6267\u884c":[86,89,91],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":93,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":90,"\u9700\u8981\u660e\u786e\u6307\u5b9a":110,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":113,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":55,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":115,"\u9700\u8981\u6ce8\u610f":100,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[73,83,110],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":99,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":93,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":119,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":84,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":56,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":97,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":95,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":73,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":101,"\u975e\u5e38\u6570":99,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":99,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":119,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":119,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":97,"\u987a\u5e8f":93,"\u9884\u63d0\u4ea4\u94a9\u5b50":98,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":126,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":127,"\u9884\u6d4bid":127,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":125,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":125,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":126,"\u989d\u5916\u7684\u53c2\u6570":127,"\u9996\u5148":[2,93,96,99,125,126,127],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":86,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":98,"\u9996\u5148\u5b9a\u4e49":100,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":99,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":99,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":85,"\u9996\u5148\u901a\u8fc7":98,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":90,"\u9a71\u52a8":102,"\u9ad8\u4eae\u90e8\u5206":93,"\u9ad8\u53ef\u7528":113,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":96,"\u9ad8\u65af\u5206\u5e03":85,"\u9ed8\u8ba4":[2,108,110],"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":127,"\u9ed8\u8ba4\u4e0d\u663e\u793a":110,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":95,"\u9ed8\u8ba4\u4e3a0":[110,112],"\u9ed8\u8ba4\u4e3a1":[2,112],"\u9ed8\u8ba4\u4e3a100":112,"\u9ed8\u8ba4\u4e3a4096mb":110,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":95,"\u9ed8\u8ba4\u4e3anull":110,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":83,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":110,"\u9ed8\u8ba4\u4f7f\u7528mkl":86,"\u9ed8\u8ba4\u503c":[86,92,108,112,120],"\u9ed8\u8ba4\u503c\u4e3a":[119,120,121],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":120,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":95,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[85,108],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":85,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":93,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":87,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":87,"\u9ed8\u8ba4\u7684":114,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":120,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":112,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[119,121],"\u9ed8\u8ba4\u8c03\u7528":97,"abi\u7684paddlepaddle\u5e93":119,"abstract":[47,61,72,74],"adamax\u7b49":127,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":127,"android\u5b98\u65b9\u63d0\u4f9b\u7684":119,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":119,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":119,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":122,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":119,"api\u4e0d\u5c0f\u4e8e21":119,"api\u4e2d\u4f7f\u7528":55,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":108,"api\u5bf9\u6bd4\u4ecb\u7ecd":94,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":56,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":56,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":119,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":89,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":56,"api\u63a5\u53e3":[44,113],"api\u63a5\u53e3\u751f\u6210":100,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":56,"api\u63a5\u53e3\u7684\u751f\u6210":100,"api\u6587\u6863":[119,120],"api\u65f6":56,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":56,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":56,"api\u66b4\u9732\u7684\u7c7b\u578b":56,"api\u6765\u9884\u6d4b":[119,120],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":56,"api\u7684\u5934\u6587\u4ef6":[119,120,121],"api\u7684\u5b9e\u4f8b":56,"api\u7684\u5b9e\u73b0\u7ec6\u8282":56,"api\u7684\u63a5\u53e3":56,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":56,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":56,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":56,"api\u7ea7\u522b":119,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":119,"api\u7ea7\u522b\u4e3a21":119,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":56,"api\u9759\u6001\u5e93":120,"api\u9884\u6d4b\u5e93":120,"app\u4e2d":[119,120],"apple\u5b98\u65b9\u4e3aios\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883":120,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":85,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":87,"avx\u7248\u672c":87,"avx\u7684\u955c\u50cf":87,"awselasticblockstore\u7b49":113,"batch\u4e2d\u5305\u542b":83,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":110,"batches\u6b21":110,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":87,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":73,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":87,"book\u7684":90,"book\u7684docker\u955c\u50cf":87,"bool\u578b\u53c2\u6570":2,"boolean":[21,45,52,55],"break":[13,32,78],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":73,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":73,"byte":[15,44,54,85],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":55,"c\u6709\u6807\u51c6\u7684abi":55,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":55,"case":[8,20,21,36,47,56,61,64,66,67,70,106,123],"cc\u4e2d\u7684":101,"cells\u7b49":84,"char":38,"class":[5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,55,58,59,63,67,70,71,72,74,75,76,77,78,85,99,100,101,107],"cmake\u4e2d\u5c06":106,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":119,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":80,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":119,"cmake\u7f16\u8bd1\u65f6":86,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[119,120,121],"cmake\u914d\u7f6e\u4e2d\u5c06":106,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[119,120,121],"const":[31,36,38,46,53,62,64,71,74,76,77,78,99,100,101],"container\u4e2d":114,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":56,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":56,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":56,"core\u6982\u5ff5":56,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":90,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":85,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":112,"count\u548cgpu":112,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":100,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":100,"cuda\u5b9e\u73b0\u5728":100,"cuda\u5e93":110,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":100,"cudnn\u5e93":[86,110],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":105,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":101,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":115,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":93,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":93,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,127],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":83,"deb\u5305":73,"deb\u5305\u7f16\u8bd1\u95ee\u9898":73,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":95,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":95,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":95,"decoer\u67b6\u6784":95,"default":[6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,54,57,64,65,74,75,76,79,104,112,114,115,119,123],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":86,"dnn\u6570\u5b66\u5e93":86,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":108,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":102,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":102,"docker\u5b98\u7f51":87,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":119,"docker\u7684\u5b98\u7f51":102,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":86,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":119,"docker\u955c\u50cf":87,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":87,"docker\u955c\u50cf\u9ed8\u8ba4":87,"dockerhub\u7f51\u7ad9":87,"double\u7c7b\u578b\u65f6\u4e3a8":85,"dropout\u7684\u6bd4\u4f8b":99,"eigenscalar\u7684\u8f6c\u6362":101,"elec\u6d4b\u8bd5\u96c6":127,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":127,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":93,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":95,"encoder\u8f93\u51fa":95,"entropy\u4f5c\u4e3acost":85,"enum":[36,38,63,75,76,79],"export":[47,51,80,87,102,108],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,90],"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":112,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":112,"final":[8,9,30,51,57,58,78],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":101,"float":[2,6,7,8,10,13,21,46,53,76,77,100,101,106,126],"float\u7b49":112,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":101,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":101,"full\u53c2\u6570\u63d0\u4ea4":81,"function":[8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,57,58,61,62,63,64,66,67,68,70,71,72,74,76,78,96,104,105,123],"function\u4f7f\u7528":84,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":98,"github\u9996\u9875":98,"glibc\u81f3\u5c11\u5305\u542bglibc_2":89,"golang\u53ef\u4ee5\u4f7f\u7528":55,"golang\u7684":55,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":108,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":86,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":106,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":103,"gpu\u6267\u884c":101,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":110,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":80,"group\u6559\u7a0b":94,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":84,"gru\u6216lstm":96,"gru\u6a21\u578b":127,"gru\u6a21\u578b\u914d\u7f6e":127,"h\u5e76\u4e0d\u56f0\u96be":55,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":102,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,90],"id\u4e3a0\u7684\u6982\u7387":127,"id\u4e3a1\u7684\u6982\u7387":127,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":110,"id\u6307\u5b9a\u7684gpu":112,"id\u65e0\u6548":110,"image\u91cc":114,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"imikolov\u6570\u636e\u96c6":108,"import":[2,4,7,8,29,31,32,49,51,52,57,58,63,68,74,89,90,91,100,108,125,126],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":83,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,63,65,66,75,76,77,78,79,93,99,101,108,112],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":55,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":120,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":122,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":108,"issue\u7f16\u53f7":98,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":113,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":113,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":115,"job\u7684\u540d\u5b57":115,"kernel\u5b9e\u73b0":100,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":100,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":100,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":115,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":103,"kubernetes\u5355\u673a\u8bad\u7ec3":103,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":113,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":115,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":115,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":113,"kubernetes\u652f\u6301\u591a\u79cdvolum":113,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":114,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":113,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":93,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":93,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":84,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":95,"layer\u65f6":84,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":90,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":99,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":84,"linux\u4e2d":87,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":73,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":112,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":112,"long":[8,9,13,47],"lstm\u6a21\u578b":127,"lstm\u6a21\u578b\u914d\u7f6e":127,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":95,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":96,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":96,"memory\u53ea\u80fd\u5728":95,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":93,"memory\u6307\u5411\u4e00\u4e2alay":95,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":96,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":93,"memory\u7684":96,"memory\u7684\u521d\u59cb\u72b6\u6001":95,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":93,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":95,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":96,"memory\u7684i":95,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":95,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"model\u505a\u5206\u652f\u7ba1\u7406":73,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":115,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":119,"new":[8,13,30,31,32,33,36,37,38,39,40,46,47,58,61,65,66,67,69,70,72,76,78,98,99,123],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":113,"normalization\u5c42":126,"normalization\u5c42\u7684\u53c2\u6570":126,"note\u7684\u4e66\u5199":73,"null":[51,99,110],"num\u51b3\u5b9a":108,"num_gradient_servers\u53c2\u6570":115,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":85,"only\u7684\u4e8c\u8fdb\u5236":86,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":100,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":100,"op\u5b9a\u4e49":100,"op\u6709\u8ba1\u7b97\u51fd\u6570":100,"op\u6ce8\u518c\u5b9e\u73b0\u5728":100,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":100,"opprotomake\u5b9a\u4e49":100,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":102,"org\u76ee\u524d\u9075\u5faa":73,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":93,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":101,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":115,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":101,"packages\u91cc\u9762":80,"packages\u91cc\u9762\u7684python\u5305":80,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":86,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":55,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":93,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":83,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":55,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":55,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":114,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":55,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":56,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":55,"paddle\u7684c":56,"paddle\u7684dock":114,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":56,"paddle\u955c\u50cf":114,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":55,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":56,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":55,"paddle_\u7c7b\u578b\u540d":56,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":56,"paddlepaddle\u4e2d":[92,95],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":93,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":84,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":90,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[119,120],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":90,"paddlepaddle\u4e3ano":87,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":86,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":127,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":84,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":108,"paddlepaddle\u4f7f\u7528\u5747\u503c0":85,"paddlepaddle\u4f7f\u7528avx":80,"paddlepaddle\u4f7f\u7528git":73,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":85,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":85,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3":103,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":89,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":108,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":89,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":86,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":108,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":127,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":93,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":99,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":93,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":84,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":86,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,90],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":89,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":127,"paddlepaddle\u5c06\u4f1a\u6839\u636e":120,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":120,"paddlepaddle\u5c06\u6839\u636e":119,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[119,120,121],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":120,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":73,"paddlepaddle\u63d0\u4f9b":88,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u652f\u6301":86,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":90,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":91,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":83,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":83,"paddlepaddle\u6587\u6863\u4f7f\u7528":102,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":90,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":73,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":73,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":73,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":83,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":85,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":108,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":119,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":84,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":102,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":102,"paddlepaddle\u7684\u6e90\u7801":98,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":86,"paddlepaddle\u7684bas":99,"paddlepaddle\u7684c":119,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":120,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":119,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":121,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":121,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":119,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":93,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":85,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":85,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":86,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":119,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":119,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":127,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":95,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":95,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":115,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":110,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":110,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":110,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":110,"passes\u8f6e":110,"patch\u53f7":73,"patch\u53f7\u52a0\u4e00":73,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":112,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":105,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":110,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":110,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":110,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":110,"period\u6574\u9664":110,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":110,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"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":44,"pfsserver\u63d0\u4f9brest":44,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":121,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":122,"pi\u7248\u672c\u7684\u5e93":121,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":121,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":121,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":121,"pi\u7cfb\u7edf\u7684\u7248\u672c":121,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":88,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":113,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":113,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":127,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":108,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":108,"public":[14,18,31,46,48,53,71,74,76,77,78,99,100,101,114],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":87,"py\u4e2d":73,"py\u7a0b\u5e8f":89,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,83,127],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":83,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":73,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":89,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":80,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":99,"python\u5e93yep":105,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":105,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":115,"release\u9875\u9762":73,"request\u524d":98,"request\u7684":98,"request\u88ab\u5408\u5e76\u540e":98,"return":[2,6,8,9,11,13,14,15,18,21,28,29,30,31,35,36,38,41,42,46,48,49,51,53,57,58,59,63,64,65,67,69,71,74,76,77,78,85,90,93,96,99,101,115,126],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":93,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":93,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":95,"rnn\u6a21\u578b":127,"rnn\u76f8\u5173\u6a21\u578b":103,"rnn\u914d\u7f6e":94,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"search\u7684\u65b9\u6cd5":110,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":93,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":95,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":110,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"sh\u8c03\u7528\u4e86":126,"short":[8,9,46,49,65,74,78],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":80,"size\u4e3a512":110,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":83,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":83,"size\u7684\u503c":2,"softmax\u5c42":125,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":99,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":83,"static":[28,38,56,74,76,123],"step\u51fd\u6570\u4e2d\u7684memori":95,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":95,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":120,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"super":[65,99],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":55,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":55,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":55,"swig\u76f4\u63a5\u8bfb\u53d6c":55,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":55,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[31,56,69],"tag\u4e3a":73,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":101,"tensor\u5230eigentensor":101,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":101,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":101,"tensor\u6a21\u5757\u5bf9el":101,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":100,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":101,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":101,"tests\u7684paddlepaddl":98,"tflops\u4e86":106,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":105,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":108,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":90,"trainer\u8282\u70b9\u4e2a\u6570":108,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":108,"true":[6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,59,63,64,66,73,76,78,83,85,93,96,99,112,115,126],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"try":[32,33,36,37,38,47,51,66,74,80],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":56,"type\u6307\u5b9a\u4e3a":105,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":105,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":73,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":84,"unsupported\u6a21\u5757":100,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":110,"utf8\u7f16\u7801":125,"uts\u7b49linux":113,"v1\u7248\u672c":80,"var":[31,48,50,52,59,63,64,65,70,74,78,102],"vector\u662frank\u4e3a1\u7684tensor":101,"void":[31,36,38,46,48,53,54,55,56,63,64,75,76,77,99,100,101],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":113,"w0\u548c":126,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":126,"wheel\u5305":73,"while":[6,13,21,31,40,47,51,58,61,62,66,72,74,77,115],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":101,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":96,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":93,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":93,"x86_64\u548cmaco":80,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":90,"x\u548cwindow":119,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":90,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":115,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":115,"zero\u4e09\u79cd\u64cd\u4f5c":110,AGE:114,AWS:[13,35,113,116,117],And:[7,8,10,13,14,15,28,30,36,40,41,43,49,51,60,66,74,77],But:[8,9,13,21,30,48,74,80,123],EOS:8,For:[4,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,54,57,58,61,62,63,64,65,66,67,69,70,71,72,75,76,77,79,104,106,123],IDE:97,IDs:[14,21,40,58],IRs:67,Its:[7,75],K8s:123,NFS:113,NMS:8,NOT:65,Not:[29,33,123],OPs:[67,68],One:[7,9,28,30,40,54,69,74],Ops:[70,72,76],PFS:44,QoS:114,Such:[53,65,78],TLS:[29,44],That:[8,13,60],The:[2,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,43,45,46,51,54,56,57,58,60,61,63,64,65,66,67,68,69,72,74,75,76,77,78,79,99,100,101,104,107,115,124,127],Their:[8,33],Then:[8,9,48,53,60,64,104],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,57,58,61,62,65,67,72,74,75,77],These:[7,15,31,46,50,59,72,75,76],Use:[7,13,29,45,66,70,104],Used:[9,18,22,70,77],Using:[33,47,61,66,70,72,74],Will:[13,28],With:[8,9,47,60,63,78],YES:41,Yes:87,___embedding_0__:115,___embedding_1__:115,__align__:46,__cuda_align__:46,__device__:46,__doc__:76,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:76,__init__:[42,49,59,65,78,99,104,105],__main__:[4,49,126],__name__:[4,49,126],__param_conf__:28,__rnn_step__:96,__square_error_cost_0__:115,__tmp_params__:28,__va_args__:71,__x:46,_binari:32,_create_global_var:65,_dtype:51,_librari:32,_link:9,_loss:49,_op:[51,100],_proj:8,_recurrent_group:96,_res2_1_branch1_bn:126,_source_language_embed:[96,125],_target_language_embed:[96,125],_test:32,_update_op:42,_value_index:51,a75:46,a_op:100,aaaaa:35,abbrevi:15,abc:8,abil:49,abl:[8,29,53,59,65,67,69,79,123],about:[9,15,31,32,41,45,57,66,67,74,76,77,104],abov:[2,7,8,21,29,31,32,33,37,46,47,48,50,57,58,59,60,61,63,65,67,69,76,78,104,106,123],abs:[9,20,30,49],abs_numerical_grad:30,acceler:[8,34,60,61],accept:[6,8,13,29,70],access:[8,9,21,29,32,37,40,41,65,67],accessor:65,accord:[7,8,15,21,30,38,50,58,67,68,70,78],accordingli:[7,8],account:[70,123],accrodingli:36,accumul:[33,38,42,60,61],accur:[30,40],accuraci:[7,18,42],achiev:[60,61,77],acquir:47,across:[8,13,57],act1:51,act2:51,act:[8,9,21,22,31,51,58,65,67,69,78,83,90,91,93,96,107],act_output:76,act_typ:[51,127],action:67,activ:[9,21,27,32,51,58,65,67,72,76,83,90,91,96,127],activi:9,actual:[8,36,47,49,51,61,76,77],adadelta:[83,127],adagrad:[23,61,75,127],adagradoptim:59,adam:[23,29,38,49,85,127],adamax:23,adamoptim:[125,127],adapt:[7,10,21,28],add:[8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,59,61,64,65,67,68,70,72,74,80,98,101,107],add_activ:65,add_bia:65,add_depend:32,add_execut:32,add_input:[57,99],add_memori:57,add_output:57,add_scalar:[31,58,63],add_sum:65,add_test:[32,99],add_to:84,add_two:[31,57],add_unittest_without_exec:99,addattr:[76,100],addbia:99,addcom:[76,100],added:[7,8,18,26,28,31,46,60,61,68,72,98],adding:72,addinput:[76,100],addit:[8,9,60,70,72,78],addition:57,addop:48,addoutput:100,addr:33,address:[33,38,67,69,123],addrow:99,addtolay:8,addtyp:76,admin:123,administr:[40,123],adopt:[46,49],advanc:30,advantag:[30,46,47,61,66],adversari:[49,66],affect:[8,31],affili:58,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,45,46,60,62,65,67,68,98,104],again:[29,33,61],age:[14,115],agg_level:[8,92,93],aggreg:[42,60],aggregatelevel:[92,93],ago:32,alexnet_pass1:112,alexnet_pass2:112,algo_hrnn_demo:93,algorithm:[8,10,37,58,61,72,125],alia:21,align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,56,57,58,59,60,61,63,65,67,69,70,76,77,83,95,107,115,123],alloc:[6,38,41,77,101,107],allow:[29,38,47,61,67,72],allow_only_one_model_on_one_gpu:[109,110,112],allreduc:60,along:[15,21],alpha:[32,72],alreadi:[32,33,47,65,67,68,74,80],also:[8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,57,58,61,62,63,64,65,66,72,74,76,77,78,106,123,127],altern:104,although:60,altogeth:123,alwai:[8,9,28,32,54,69,75,115],amazon:114,ambigu:66,amd64:113,amend:98,amort:60,amount:21,analysi:104,ancestor:[63,65],android:119,android_abi:119,android_api:119,android_arm_neon:119,android_native_api_level:119,android_standalone_toolchain:119,android_toolchain:119,androideabi:119,angl:8,ani:[8,9,13,21,23,29,32,33,38,40,41,46,47,53,54,58,60,61,65,66,67,68,69,71,72],announc:46,anoth:[8,13,28,29,31,41,47,58,65,74,76],anroid_arm_mod:119,answer:47,anymor:60,anyth:[13,58,66],anytim:49,anywai:104,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,57,62,70,73,78,79,89,104,105,106,108,115,118,119,123,124],api_shar:32,api_test:32,api_trainer_config_helpers_lay:[96,127],apiserv:113,apivers:[113,114,115],appear:[47,50,77],append:[2,13,21,28,42,58,65,66,93,96,108,115],append_backward:[104,105],append_backward_op:[23,59],append_batch_s:21,append_gradient_machin:28,append_op:65,append_oper:65,appleyard:106,appli:[8,21,49,50,60,74],applic:[25,46,47,50,65,70,104,106,114,123],applyl1:36,approach:[8,60,61,62,67,68,72,123,127],appropri:67,approxim:[20,61],apt:[87,104,105],arang:21,arbitrari:[8,54,67],arch:119,architectur:46,archiv:[14,55,56],area:49,arg:[2,7,9,25,51,59,76,85,100,115,126,127],arg_nam:8,argpars:115,args_ext:115,argu:64,argument:[2,8,13,15,25,31,36,37,59,62,64,65,69,115,119],argumentpars:115,argv:126,arithmet:46,arm64:[119,120],arm64_standalone_toolchain:119,arm:[46,119,120,121],arm_soft_fp_abi:119,arm_standalone_toolchain:119,armeabi:119,armv7:[46,120],armv8:46,around:[2,8,40,65,123],arrai:[4,6,8,13,15,21,28,38,50,58,63,65,66,70,78,83,85,90,100,126],arrang:78,arrow:49,articl:[47,50,98],artifici:20,arxiv:[9,20,49],as_row_vector:8,as_step_input:31,asgd:61,ask:[33,40],assert:4,assign:[7,8,37,46,60,123],associ:[62,71],assum:[7,8,31,67],assumpt:67,astyp:[66,100],asyc:33,async:[33,109],async_count:[109,110],async_lagged_grad_discard_ratio:110,async_lagged_ratio_default:[109,110],async_lagged_ratio_min:[109,110],asynchron:[33,60],att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,63,64,65,76,83,84,85,96,100],attr_map:76,attrdesc:63,attribut:[8,9,21,27,31,63,68,70,74,76,78],attributemap:100,attrproto:76,attrtyp:[63,76,100],attrvalu:76,auc:[42,109],author:[44,113],auto:[31,36,55,64,70,74,78,86,99,100,101,106],automat:[8,29,38,48,59,67,68,70,76,104],avail:[33,38,46,47,68,69,123],averag:[7,8,11,28,37],average_test_period:[109,110],avg:[92,106,127],avg_cost:107,avgcost:127,avgpool:[8,127],avoid:[30,31,33,60,61,62,67,106],avx:87,awai:47,await:114,awar:[29,42,57,65,104],awk:108,aws:44,axes:21,axi:[8,21,83],axis:8,aync:68,azur:113,b2t:125,b363:114,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:114,back:[8,21,28,33,46,49,61,67],background:[7,8,72],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,59,61,62,64,71,72,99,100,107],backward_first:96,backward_op:30,backwardactiv:99,baidu:[47,114],bake:67,balanc:[60,68],bandwidth:[46,60],bare:[113,114,123],barrier:108,barrierstatset:106,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,59,60,61,67,70,71,72,77,78,97,104,107],baseactiv:9,baseev:28,basematrix:99,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[86,87,97,98,108,114,115],basic:[8,28,51,63,67,70,71,78],batch:[8,9,13,15,18,21,28,29,31,33,35,36,42,47,49,52,57,58,60,61,78,90,114,115,126,127],batch_0:126,batch_id:[28,49,90],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,66],batch_siz:[13,49,58,83,90,125,127],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,99],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:121,bdist_wheel:73,beacus:51,beam:[8,96],beam_gen:[8,96],beam_search:[28,58,95,96],beam_siz:[8,58,96,109,110,112],becaus:[7,8,14,29,31,32,33,38,46,58,62,65,66,72,74,75,78,79,93,104],becom:[68,74,77],been:[8,9,32,37,47],befor:[8,9,33,40,45,50,61,62,66,72,80,83,100,104,123],begin:[7,8,18,36,38,42,45,50,58,60],beginiter:[28,29],beginn:96,beginpass:[28,29],begintrain:29,behind:[47,78],being:[21,40,47,64,66,104],belong:[7,8,67,74],below:[31,33,38,46,47,54,62,66,67,68,72,78,79],benchmark:54,benefit:[9,40,41,58],bengio:20,besid:[8,14,60,67],best:32,besteffort:114,beta1:[10,23],beta2:[10,23],beta:[49,126],better:[9,32,47,58,123],between:[7,8,15,21,28,32,33,38,46,47,56,60,62,67,68,69,71,74],bgr:[15,126],bi_gru:9,bi_lstm:9,bia:[8,9,21,58,65,99,126],bias:8,bias_attr:[8,9,21,65,83,85,93,96],bias_initi:21,bias_param_attr:9,biases_:99,biasparameter_:99,biassiz:99,bidi:114,bidirect:[8,9],bidirectional_lstm:84,big:[68,123],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:106,bin:[87,108,113,114,115],binari:[7,8,13,32,41,46,49,54,67,104],bind:[46,48,74,77],bit:[46,47],bitcod:120,black:49,blank:8,block:[8,34,36,38,42,43,47,53,57,59,67,68,77,101],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,65,70],blockdescbind:53,blueprint:58,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,70,87,96,102,107,124],bool:[6,7,8,9,10,11,13,15,28,31,46,52,64,65,75,76,78,79,99,110,112],boost:77,boot:[8,95,96,123],boot_bia:8,boot_bias_active_typ:8,boot_lay:[93,96],boot_stat:78,boot_with_const_id:8,bootstrapp:123,borrow:[49,78],bos_id:[8,96],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,58,60,64,67,68,75,77],bottl:60,bottom:[28,127],bound:8,boundari:67,boundri:7,box:[8,49],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,63,67,73,98],break_if:78,brief:[32,38,46,77,101],bring:47,broadcast:[21,33,60,70,123],broken:98,browser:104,bsd:[60,97],buf:36,buf_siz:13,buffer:[13,36,54,61,66,74,107],buffer_s:13,buffered_read:66,bufsiz:13,bug:98,build:[8,14,32,41,50,51,61,67,72,73,76,86,97,98,102,104,105,108,115,116,117,119,120,121],build_dict:14,build_doc:102,build_model:49,built:[32,46,47,60,67,76,78,104,105,106,123],bunch:54,c11:55,c703c041:98,c99:56,cach:[46,67,83],cache_pass_in_mem:[2,83],cachetyp:[2,83],cacul:[9,42],caff:[31,47],caffe2:[31,47],caffe_poli:85,calc_batch_s:2,calcul:[7,8,9,18,21,30,33,38,42,46],call:[7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,57,58,59,65,67,70,71,74,76,77,78,104,105,106,115,127],callabl:[6,8,13,14],callback:99,caller:[30,104],calrnn:93,can:[6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,46,47,48,49,50,51,53,57,58,59,60,61,63,64,65,66,67,68,69,70,71,72,76,77,78,104,106,123],can_over_batch_s:2,cancel:40,candid:[8,58],candidate_activ:21,cannot:[69,70,74,78,80],cantain:51,capabl:[46,62,70],capac:72,capi:55,capi_prvi:56,caption:58,captur:8,card:60,care:[9,41,66,77,123],caret:28,carpedm20:49,carri:21,cast:46,cast_to_op_attr:76,cat:[13,15,87,108,115,126],categori:[8,14,33],categorig:14,categoryfil:114,caus:[33,45],cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:77,ceil:8,ceil_mod:8,cell:[8,9],cell_activ:21,center:15,center_crop:15,cento:[89,123],central:72,ceph:[13,35,113],cephf:[35,41,44],certain:[59,74,77],certif:[29,44,113],cffi:55,cfg:114,cgo:55,chain:[13,50],challeng:[8,33,47,52,77],chanc:[29,46],chang:[8,14,32,37,41,47,62,63,66,71,74,98],channel:[8,9,15,21,106],channel_shar:8,chapter:[57,58],chapter_data:57,chapter_out:57,check:[2,13,31,32,64,70,85,98,99,110],check_align:13,check_attr:76,check_eq:99,check_fail_continu:2,check_grad:[30,100],check_l:99,check_output:100,check_sparse_distribution_batch:[109,110],check_sparse_distribution_in_pserv:[109,110],check_sparse_distribution_ratio:[109,110],check_sparse_distribution_unbalance_degre:[109,110],checker:70,checkgrad:110,checkgrad_ep:110,checkmark:123,checkout:98,checkpoint:[64,68],checksum:44,child:31,chip:47,choic:[32,47],choos:43,chosen:49,chunk:[37,44],chunk_schem:7,chunktyp:7,chw:15,circl:50,circumst:77,claimnam:115,clang:[46,55,98,119],clarifi:7,clariti:58,classic:8,classif:[8,20,50,127],classifi:[8,49,126],classification_cost:[67,83,93,127],classification_error_evalu:[7,127],classification_evalu:7,clean:[31,32,62,70,80,98],clear:[7,32,58,62,74],clearer:[62,65],clearli:74,click:104,client:[36,39,70,113],clip:[6,9,110,127],clock:8,clone:[8,86,97,102,104,105,119,121],close:[2,66,69,98],cloud:[32,33,41,44,45,69,70,123],cloud_read:13,cluster:[13,28,29,31,33,38,67,69,108,113,115],cluster_test_fil:108,cluster_train:[83,108,127],cluster_train_fil:108,cluster_train_v2:108,cmake:[56,80,86,97,98,100,102,104,106,119,120,121],cmake_build_typ:[104,119,120,121],cmake_c:[119,120],cmake_system_nam:[119,120,121],cmakelist:[32,99],cmatrix:[55,56],cmd:13,cnn:[8,114,127],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,59,61,62,64,66,67,68,70,71,72,76,78,99,114],codebas:70,coded_stream:85,codedinputstream:85,coeff:8,collabor:33,collect:[8,14,28],collectbia:99,color:[15,126],colour:14,column:[7,8,21,50,66,69,104],column_evalu:7,com:[8,9,14,32,49,86,97,98,102,104,105,107,113,114,119,121,123,126],combin:[7,8,9,13,23,28,59,70,74],come:[21,42,63,67,78],comma:[25,28,38],command:[13,25,32,36,41,45,97,99,104,112,114,115,116,117],commandlin:[106,115],comment:[32,51,76,93,115],commit:[32,114],common:[15,20,23,26,35,72,77],commonli:[45,72,104],commun:[33,38,39,60,67,68],compani:47,compar:[30,32,70],comparison:[32,47],compat:[46,48,60],compil:[8,32,51,53,60,67,71,75,76,79,97,108,119,120,121],complaint:32,complet:[8,9,14,23,28,31,33,37,38,44,50,54,70,104,114,115,123],complex:[9,40,58,70],complic:[8,48,66,67,78],compon:[51,67,78],compos:[13,29,48,51,57,65,70],composenotalign:13,composit:48,compress:37,comput:[8,9,21,25,29,30,33,46,47,51,54,59,60,61,67,68,69,71,74,77,79,100,101,104,107],computation:8,computationgraph:51,con:60,concat:[49,96],concaten:[8,9,49,57,78,83],concentr:70,concept:[7,29,47,48,49,51,57,58,61,62,63,69,74,78,79],conceptu:[47,49,51],concern:[29,42],concis:[49,78],conckerneltrac:25,concret:[70,77],concurr:[33,40,47,68],cond:[21,31,47,52,63],condit:[8,37,47,52,67,114],condtion:49,conf:[4,8,85,93,108,115,125,126],conf_paddle_gradient_num:115,conf_paddle_n:115,conf_paddle_port:115,conf_paddle_ports_num:115,conf_paddle_ports_num_spars:115,confer:20,confid:8,confidence_threshold:8,config:[6,8,25,35,45,58,90,99,109,110,112,113,114,115,123,127],config_:[36,110],config_arg:[109,110,112,126,127],config_bas:[7,8,28],config_lay:99,config_len:38,config_pars:[4,99],config_proto:38,configprotostr:85,configur:[8,21,28,36,38,40,41,47,51,65,68,77,91,99,123,125,126],confirm:45,conflict:[74,98],confus:[15,49],conll:14,connect:[9,21,41,67,68,81,114,123,127],connectionist:8,consequ:[8,9],consid:[7,8,20,64,77,123],consider:[8,9],consist:[7,8,14,15,37,54,63,66,70,71,76],consolid:31,constant:[8,20,21,51,53,69,85],constantiniti:21,constraint:[67,74],construct:[7,29,51,57,65,70,74,76,79],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,65,70,74,76],consum:[33,104],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,54,62,65,69,70,71,74,75,76,78,79,97,114,115],content:[38,45,54,58,102],content_dir:102,content_len:38,context:[2,8,9,14,74,75,77,83,96,100,101,107,113],context_attr:9,context_len:[8,9,127],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,127],continu:[7,33,54],contrast:8,contrib:72,contribut:72,contributor:70,control:[6,31,69,114,123],conv2d:49,conv:[9,21,49],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_layer_attr:9,conv_num_filt:[9,22],conv_op:8,conv_pad:[9,22],conv_param_attr:9,conv_strid:9,conv_with_batchnorm:[9,22],conveni:[29,51,59,76],convent:38,convers:[46,47,67],convert:[2,4,14,21,35,46,47,66,71],convlay:8,convolut:[8,9,13,21,22,49,65,77],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:98,coordin:[33,38],copi:[28,29,37,40,45,50,57,58,60,61,78],core:[6,18,51,56,61,62,78,107],coreo:123,corner:70,corpu:14,correct:[8,21,30,46,60],correctli:[7,13,46,49],corresond:46,correspoind:29,correspond:[8,21,26,29,31,32,46,51,52,57,58,65,69,70,71,72,76,77,85,104],corss_entropi:29,cortex:46,cos:[8,76],cosin:[8,21,76],cosineop:76,cosineopproto:76,cosineopprotomak:76,cost:[21,28,29,50,59,60,63,64,67,69,90,107],cost_id:8,cost_np:64,cost_val:67,could:[8,13,28,29,30,37,46,47,57,59,61,62,63,65,66,67,68,71,104],count:[7,33,41,42,64,66,106,108,110,112,114],counter:[25,33,37,50],cours:[7,41],covari:8,cover:47,cp27:89,cp27m:89,cp27mu:89,cpp:[30,36,48,55,56,62,68,70,79,85,93,99,106,115,127],cprofil:[104,105],cprofilev:[104,105],cpu:[2,6,8,30,41,46,61,62,67,69,70,72,73,77,97,100,101,104,106,107,112,114,115],cpu_avx_mkl:89,cpu_avx_openbla:89,cpu_per_p:69,cpu_per_train:69,cpudevicecontext:[77,100],cpuinfo:87,cpuplac:[77,100,101,107],cpusparsematrix:56,crash:[33,106],creat:[6,8,13,18,21,28,29,30,31,33,38,42,44,45,46,47,48,49,50,57,59,60,61,62,65,71,72,85,90,98,99,102,108,114,115,123],create_backward_pass:59,create_bias_paramet:99,create_block:65,create_cloud_job:69,create_doc_str:76,create_input_paramet:99,create_oper:48,create_optimization_pass:[23,59],create_paramet:65,create_python_ops_creatation_funct:76,create_rnn:31,create_rnn_op:57,create_st:18,create_tmp_var:65,create_tmp_vari:65,create_var:65,create_whileloop:78,createfromconfigproto:4,creategradientoper:71,createop:76,createoper:31,createvari:31,creation:48,creator:[13,14,35,70,71],creator_:71,credenti:45,crf:77,critic:[49,104],crlf:98,crop:[15,77,126],crop_grad:77,crop_siz:[15,126],crope:15,cropgradkernel:77,cropkernel:77,cross:[8,65,85,119,120,121,127],cross_entropi:[8,29,49,69],cross_entropy_with_selfnorm:8,crt:[44,113],csc:99,csr:99,csv:[25,85],ctc:7,ctc_evalu:7,ctest:[86,97,98,100],ctor:65,ctrl:[97,108],ctx:[100,101],cublas_handle_:77,cublashandle_t:77,cuda7:89,cuda8:[86,89],cuda:[25,32,47,70,77,97,100,106,110],cuda_dir:[109,110],cuda_fp16:46,cuda_profil:25,cuda_so:[80,87],cuda_visible_devic:83,cudaconfigurecal:106,cudadevicecontext:[77,100],cudadevicegetattribut:106,cudaeventcr:106,cudaeventcreatewithflag:106,cudafre:106,cudagetdevic:106,cudagetdevicecount:106,cudagetdeviceproperti:106,cudagetlasterror:106,cudahostalloc:106,cudalaunch:106,cudamalloc:106,cudamemcpi:106,cudaplac:77,cudaprofilerstart:106,cudaprofilerstop:106,cudaprofilestop:106,cudaruntimegetvers:106,cudasetdevic:106,cudasetupargu:106,cudastream_t:77,cudastreamcr:106,cudastreamcreatewithflag:106,cudastreamsynchron:106,cudeviceget:106,cudevicegetattribut:106,cudevicegetcount:106,cudevicegetnam:106,cudevicetotalmem:106,cudnn:[8,11,32,77],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[109,110],cudnn_convt:8,cudnn_dir:[109,110],cudnn_handle_:77,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:77,cudnnhandle_t:77,cudnnplac:77,cudnnv5:86,cudrivergetvers:106,cuinit:106,cumtim:[104,105],cumul:8,cur_mem:58,curl:[13,113],curli:[31,50],current:[2,8,31,32,33,36,38,42,47,57,58,61,62,65,68,69,74,78,102,113,124],current_block:[63,65],current_oper:63,current_word:[83,96],currentcost:127,currentev:127,curv:29,custom:[23,29,41,46,49,58,61,70],custom_batch_read:66,cut:[68,78],cut_lin:13,cutoff:14,cv2:15,cxx:120,cxx_compil:[119,120,121],cxx_flag:120,cxx_flags_minsizerel:119,cxxabi_1:89,cycl:33,cyclic:8,cython:55,d_b0:49,d_b1:49,d_b2:49,d_block:49,d_f:49,d_g:49,d_h0:49,d_h0_bn:49,d_h0_relu:49,d_h1:49,d_h1_bn:49,d_h1_relu:49,d_h2:49,d_loss:49,d_loss_fak:49,d_loss_real:49,d_optim:49,d_step:49,d_t:49,d_w0:49,d_w1:49,d_w2:49,dalla:2,dandroid_abi:119,dandroid_arm_mod:119,dandroid_arm_neon:119,dandroid_standalone_toolchain:119,darwin:113,dash:49,dat:35,data:[2,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,58,59,60,61,62,63,65,68,69,70,72,74,75,76,77,78,79,83,90,91,93,96,101,107,108,109,114,115,116,125,126,127],data_batch:83,data_config:4,data_dir:125,data_fil:15,data_i:49,data_lay:[2,36,83,93,127],data_layout:21,data_read:[13,66],data_reader_creator_random_imag:66,data_shar:78,data_typ:[13,14,54,75,79,90,91,96],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,107],dataflow:51,dataprovid:[1,83,85,115,127],dataprovider_:127,dataprovider_bow:127,dataprovider_emb:127,dataproviderconvert:4,datasci:8,dataset:[35,41,61,66,90,91,96,104,105,108,126],dataset_nam:15,datatyp:[14,18,75,79],dcgan:49,dcmake_build_typ:102,dcmake_install_prefix:[119,120,121],dcmake_system_nam:[119,120,121],dcuda_arch_nam:86,dcudnn_root:86,ddim:[77,101],dead:33,deal:123,deb:98,debug:[30,45,47,67,102,104,105],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,54,61,71,72,75,124],declar:[8,21,31,49,57],declear:21,decod:[8,9,95,96],decoder_boot:96,decoder_dim:58,decoder_group_nam:96,decoder_input:[58,83,96],decoder_mem:[58,96],decoder_prev:9,decoder_s:[83,96],decoder_st:[9,96],deconv:[8,49],deconvolut:[8,21],decor:[2,13],deduc:70,deep:[8,20,40,49,50,70,72,77,106,126],def:[2,4,8,13,29,30,35,41,42,48,49,51,57,58,59,65,66,76,78,83,85,90,93,96,99,100,115,126,127],def_block:49,default_block:49,default_decor:115,default_devic:112,default_main_program:[18,107],default_param_attr:65,default_st:78,default_startup_program:[18,107],default_valu:112,defaultinfervartyp:53,defect:62,defer:40,defin:[2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,57,60,63,65,66,68,70,74,76,77,78,83,90,100,104,107,127],define_py_data_sources2:[2,85,126,127],definit:[31,33,37,43,63,67,71,76,78,104,107,125],definiton:48,degre:8,delai:[61,77],delet:[41,44,98,124],delimit:[7,85],deliv:123,delta:[8,30],delv:[8,20],demand:[33,77],demo:[4,8,14,70,114,116,125,126,127],dens:[8,13,38,39,75],dense_arrai:13,dense_vector:[2,4,13,90,91],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,43,51,60,64,67,68,75,123],dependent_var:64,deploi:[8,123],deploy:[51,54,70,123],deprec:8,depth:[31,47],dequeu:68,deriv:[5,29,52,59],desc:[31,54,65,76,78],desc_:31,descend:78,descent:[8,33,61],descproto:54,describ:[29,31,32,37,54,57,58,62,63,65,70,75,76,79,114],descript:[7,31,32,53,54,71,75,79,115],deseri:[28,54,62],deserializ:70,desgin:50,design:[8,13,20,36,55,61,72,123],desir:[13,33,61,114],destin:[38,45],destroi:31,destruct:74,det_output:7,detail:[6,7,8,9,10,21,30,37,41,45,47,49,51,54,57,65,67,69,72,74,78,79,104,123],detect:[53,98],detection_evalu:7,detection_output:7,determin:[8,13,31,70],dev:[70,80,87,97,98,104,105,119,123],dev_ctx:31,develop:[32,47,53,62,65,71,73,98,104,107,120],deviat:[6,20],devic:[6,42,43,46,51,60,62,67,69,70,80,87,101,107,112],device_context:100,devicecontext:[31,100],deviceid:112,devid:8,dhcp:123,diagram:57,diamond:49,dic:15,dict:[2,7,14,28,65,69,85,93,115],dict_dim:[83,93],dict_fil:[7,93],dict_siz:[14,36,58],dictionari:[2,7,8,14,28,29,30,65,69,83,127],dictrionari:127,did:62,diff:98,diff_mat:30,differ:[7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,58,60,61,64,67,68,69,71,74,78,104],differenti:48,difficult:[7,30,47],difficulti:20,digit:8,digraph:51,dilat:8,dilation_i:8,dim0:100,dim1:100,dim:[8,13,36,54,57,70,75,77,79,99,100,101,125],dim_:[77,101],dimens:[5,8,9,11,13,21,49,70,75,77,78,83,101],dimension:[8,21],dimes:8,dios_arch:120,dios_enable_bitcod:120,dios_platform:120,dios_use_veclib_for_bla:120,dir:[115,119,126],direct:[8,9,15,47,61,104],directli:[9,20,23,26,32,39,41,46,62,67,76,78],directori:[8,32,35,40,44,45,77,98,102,106,114,124],disabl:85,disadvantag:[61,65],discard:[13,33,37,58,98,110],discexp:85,discount:8,discov:33,discret:8,discrim:49,discuss:[29,31,37,38,39,67,77],disk:54,dispatch:[62,67],displai:[41,45],dist:[73,80,86],dist_train:[29,41],distanc:[7,8],distinguish:32,distribut:[8,20,31,37,38,39,40,42,47,60,68,69,70,79,110,116,117,123],distribute_test:[109,110],disucss:29,div:21,divid:[8,10,42,43,76,79,104],diy_beam_search_prob_so:[109,110],do_forward_backward:66,doc:[4,13,51,57,78,100,102,108,115],doc_cn:102,docker:[73,80,86,87,98,102,108,114,115,116,117,119,123],docker_build:29,docker_clust:108,docker_push:29,dockerfil:[97,98,115,119,121],document:[8,9,30,44,47,50,57,58,67,70],documentari:2,doe:[9,33,37,38,40,41,46,51,57,62,65,67,68,70,71,72,107],doesn:[6,8,13,29,31,66,69,104],dog:126,doing:[36,40,50,67],don:[9,29,32,48,50,66],done:[7,8,9,32,33,37,38,53,54,61,67,71,72,98,104,106,115],dot:[8,9,100],dot_period:[110,112,115],dotmuloper:8,dotmulproject:8,doubl:[46,50,67,100,110],down:106,download:[14,32,33,36,40,44,114,123],doxygen:98,dozen:32,dpython_execut:80,dpython_include_dir:80,dpython_librari:80,draw:58,drive:74,drop:[8,9,21,58],drop_fc:84,drop_rat:[6,84],dropout:[6,9,84],dropout_prob:21,dropout_r:[8,84],drpi_arm_neon:121,drpi_toolchain:121,drwxr:114,dst:38,dtoh:106,dtype:[4,18,21,51,65,85,107,126],due:[37,40,49,58,65,104,105],dummi:[28,37],dump:54,duplic:[21,68],durat:37,dure:[2,8,9,21,26,31,33,37,40,41,42,47,60,61,70,123],duse_eigen_for_bla:119,dwith_c_api:[56,119,120,121],dwith_doc:102,dwith_gpu:[86,102,121],dwith_mkl:102,dwith_profil:106,dwith_python:[56,121],dwith_swig_pi:[56,119,120,121],dwith_test:[86,100,120],dwith_tim:106,dynam:[2,38,56,57,66],dynamic_cast:99,dynamic_recurrent_op:78,e2e:123,each:[2,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,57,58,60,62,64,65,66,67,68,70,71,74,75,76,77,78,104,123],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:46,eas:[13,53],easi:[30,58,61,66,70,72],easier:[29,46,47,66,68,78],easili:[29,49,60,66,71,74,77],ec2:113,echo:[80,87],edg:[15,69],edit:7,editor:65,edu:[14,114],effect:[8,28],effici:[8,54,66,67,77],effort:67,efg:8,eigen:[46,61,70,72,77,100],eigen_device_:77,eigen_use_gpu:100,eigenmatrix:101,eigentensor:101,eigenvector:101,either:[8,9,13,28,29,49,52,53,57,61,67,72],electron:114,elem_dim:8,elememt:8,element:[7,8,9,13,15,21,28,30,37,51,58,68,69,70,100],element_typ:38,elementari:70,elementwis:21,elif:[29,76],els:[29,36,41,47,49,52,53,67,68,74,76,87,93,99,126],emac:97,emailweixu:32,emb1:[36,93],emb2:[36,93],emb:[83,85,93,114,127],emb_group:93,emb_para:85,emb_param_fil:85,emb_sum:83,embed:[29,31,36,53,58,68,75,78,85,96,125],embedding_lay:[36,83,93,127],embedding_nam:[8,96],embedding_s:[8,96],empir:8,emplace_back:99,emploi:76,empti:[7,13,33,58],emul:46,enabl:[6,8,31,32,37,51,68,97,106],enable_grad_shar:[109,110],enable_parallel_vector:110,enableonstart:25,enc_proj:[9,96],enc_seq:9,enc_vec:96,encapsul:[38,69],encod:[9,37,58,93],encoded_proj:[9,96],encoded_sequ:[9,96],encoded_vector:96,encoder1:93,encoder1_expand:93,encoder1_rep:93,encoder2:93,encoder2_rep:93,encoder_ctx:58,encoder_ctx_expand:58,encoder_ctx_proj:58,encoder_dim:58,encoder_last:8,encoder_out_seq:58,encoder_s:96,encount:36,encourag:67,end2end:123,end:[7,8,28,31,51,58,62,66,74,96,98],end_pass:29,end_po:8,endforwardbackward:28,endian:54,enditer:[28,29,90],endpass:[28,29],endpoint:[13,35],endtrain:29,engin:41,english:8,enough:31,enqueu:68,ensembl:9,ensur:[33,60,74],enter:31,enterpris:70,entir:[8,9,38,40],entiti:[7,31,74],entranc:43,entri:[13,37,41,53],entropi:[8,65,127],entry_point:41,enueu:68,enumer:[5,85],env:[83,102,104,105,115],environ:[29,69,80,104,106,114],environmenterror:108,eol:98,eos_id:[8,96],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,78,93,100],equat:[7,8,9,10,21,100],equival:[29,31,47,52,76,123],error:[6,7,8,9,21,29,30,37,45,46,47,74,80,85,110,127],error_clipping_threshold:[6,83],especi:[8,9],essenc:29,essenti:[8,29,43,46],estim:[8,29,61,68],eta:114,etc:[7,13,21,31,42,60,61,66,67,74,123],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:115,euclidean:8,eval:[7,18,31,42,49,69,70,127],eval_program:[18,42],eval_result:42,evalu:[8,16,27,28,40,43,51,64,67,69,106,107],evaluate_difficult:7,even:[29,46,47,60,65,66],evenli:38,event:[90,114],event_handl:[28,29,90],eventu:[67,78],everi:[7,8,9,13,18,29,33,37,38,40,42,50,51,53,57,60,65,68,74,76,107],everyth:[49,67,68],evid:62,evolv:47,exactli:[8,9,83],exampl:[7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,57,58,62,63,65,66,68,70,71,72,75,77,78,104,107,126],exc_path:80,exceed:8,except:[8,14,40,47,50,78],exchang:62,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:[107,113],execut:[32,33,37,41,42,43,49,51,60,69,71,104],executioncontext:[100,101],executor:[16,18,42,46,47,49,59,63,104,105,107],exist:[29,31,33,45,47,58,65,66,69,71,76,77,78,101],exit:[38,45,114],exp:85,expand:[58,93],expand_a:[8,92,93],expand_lay:93,expand_level:[8,92],expandconvlay:8,expandlevel:92,expans:8,expect:8,experi:54,expert:32,expir:33,explain:[7,33,47,48,50,104],explan:[8,30,41,67,74],explicit:[78,99],explicitli:[29,67,69],explor:[8,58,72],expon:8,exponenti:5,expos:[39,54,77,78],express:[29,42,51,68],extend:[7,61,68,78],extens:[40,58,68],extent:56,extern:[32,55,56,70],external_librari:32,extra:[6,8,9,67,72,77,123],extra_lay:28,extraattr:[6,112],extraattribut:8,extraattributenon:8,extract:[7,8,47,62,67,125,126],extract_fea_c:126,extract_fea_pi:126,extralayerattribut:[6,9,83,84],extralayeroutput:9,extrem:[8,47],f1205:85,f120da72:114,fa0wx:114,fabric:108,face:[32,72],fact:[47,60,63,65],factor:[6,10,21],factor_s:8,factori:55,fail:[33,37,58,69,80,85,110,114],failur:[33,38],fake:49,fake_imag:66,faked_imag:49,fall:[46,64],falloc:44,fals:[6,7,8,9,10,13,21,22,23,30,31,47,52,57,63,64,66,75,79,83,90,91,93,96,99,100,108,112,114,125,127],false_block:[31,52,63],false_label:66,false_neg:42,false_posit:42,false_read:66,fan_in:20,fan_out:20,faq:118,far:78,fashion:67,fast:[8,37,47,106],faster:[8,9,26,33,47],fastest:47,fault:[28,37,70],fbd1f2bb71f4:114,fc1:[51,69,99,112],fc1_bia:51,fc1_weight:51,fc2:[51,69,112],fc3:[51,112],fc4:112,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[65,76,83,85,93,112,127],fc_layer_nam:9,fc_mat:28,fc_op:76,fc_out:31,fc_output:76,fc_param_attr:9,fc_without_b:31,fclayer:99,fcop:48,fdata:93,fea:126,fea_output:126,feasibl:61,featur:[2,5,8,13,14,46,51,60,67,98,126],feed:[9,28,29,50,57,67,69,72,90,107],feed_dict:[49,69],feed_list:107,feeder:[13,107],feedforward:20,festiv:2,fetch:[14,33,36,64,67,80,98,107],fetch_list:107,fetch_op:64,few:[32,33,61,66,67,75],fewer:[8,65],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,54,64,71,75,76,83],fifth:50,figur:[29,32,47,49,57,65,67,68,125],file:[2,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,54,56,66,67,70,77,79,98,100,107,123,126],file_list:2,file_nam:[85,93,126,127],file_typ:13,filenam:[2,15,35,65,83,104,105],fileoffset:44,filesystem:[40,41,44,67],fill:[8,21,33,37,47,65],fill_zero_grad:70,filter:[8,9,21],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,58,74],find_var:30,findop:31,findvar:[31,74],fine:[6,37,48],finish:[33,37,40,41,60,76,114],first:[8,21,28,29,31,33,37,40,41,45,47,49,50,51,57,58,63,64,65,67,70,75,76,77,78,100,101,123,127],first_seq:96,firstli:[7,8],firstn:13,firstseen:114,fit:[14,46,54,58,70],five:63,fix:[6,8,55,67,98,104],flag:[8,14,21],flatten0:51,flatten:[51,63,65,101],flatten_result:83,flexibl:[8,9,29,38,47,50,57,58,61,66,67,77,78],flip:15,flist:108,float16_t:46,float32:[4,13,21,46,48,49,65,66,85,100,107,126],float_16:21,float_to_half_rn:46,floor:[8,85],flow:[21,31,57,73],fluid:[18,20,21,22,23,25,26,77,104,105],fmt:85,fname:85,focu:[51,104],folder:[32,35,41,45],follow:[7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,46,47,48,49,50,51,52,53,57,58,60,61,63,64,65,66,67,68,70,71,72,74,75,76,77,78,104,107,116,117,123],forbid:29,forc:[60,65],force_load:55,forest:31,forget:[10,29],fork:8,form:[8,9,42],format:[7,13,14,15,21,25,28,30,37,46,47,58,78,91,98,99],former:[29,32,47,61],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,54,59,62,63,66,70,71,72,75,99],forward_op:30,forwardactiv:99,forwardbackward:28,forwardtest:4,found:[46,63,72,74],four:[7,42,47,50],foward:64,fp16:[46,70,79],fp32:[70,79],fp64:79,fparam:85,fpga:[69,107],fpgadevicecontext:77,fpgaplac:77,frac:21,frame:[7,70,78],framework:[29,31,42,46,47,51,60,61,63,70,72,74,76,77,100,104,105,107],free:[14,77,123],frequenc:14,frequent:[37,66,70,72,77],fresh:[40,69],friend:74,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,57,58,59,60,62,63,65,66,67,68,69,70,71,74,77,78,80,95,100,101,104,105,106,114,123,125,127],from_no_sequ:[8,92],from_sequ:[8,92],from_tar:28,fromfil:[66,85,126],fromstr:85,front:51,fuction:25,fulfil:106,full:[8,33,40,57,60,61,123],full_matrix_project:[9,93,96],fulli:[21,67,68,123,127],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,65],fullyconnectedlay:99,func:[2,13,37,71],funciton:[9,21],functor:[48,51],fundament:[46,68,70],further:[8,76,123],furthermor:69,futur:[8,40,46,57,67,70,124],fvs:76,fwd_op:71,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_h0:49,g_h0_bn:49,g_h0_relu:49,g_h1:49,g_h1_bn:49,g_h1_relu:49,g_h2:49,g_im:49,g_loss:49,g_optim:49,g_program:65,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,gamma:126,gan:29,gangliao:32,gate:[8,9],gate_act:[8,9,93],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,60,62,100],gauss:6,gaussian:20,gaussian_normal_random:49,gcc:[46,55,70,86,97,104,119,121],gcc_3:89,gce:113,gcepersistentdisk:113,gcreators_:76,gen:8,gen_proto_pi:102,gen_rand_param:85,gender:[14,115],gendrated_id:58,gener:[2,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,60,61,63,64,65,66,67,68,70,71,75,76,77,78,106,112,115,125],generated_id:58,generated_scor:58,generated_word_embed:8,generatedinput:[8,95,96],genr:115,gereat:7,get:[2,7,8,13,14,28,30,31,32,33,37,38,40,41,44,47,49,51,57,58,65,69,70,71,74,76,77,78,87,99,104,105,108,114],get_all_op_proto:76,get_block:65,get_cloud_job:69,get_config_arg:112,get_data:[114,127],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:99,get_model:126,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:83,get_shap:28,get_support:[80,89],get_symbol:51,get_tensor:30,get_vari:31,get_word_dict:14,getbatchs:99,geteigendevic:101,getenv:[29,41,108,115],gethostbynam:115,gethostnam:115,getidmap:115,getinfervartyp:53,getinput:99,getinputgrad:99,getinputvalu:99,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:99,getoutputvalu:99,getparam:36,getparameterconfig:36,getparameterptr:99,getparameterspars:36,getparametersremot:36,getplac:[77,100,101],getpodlist:115,getsiz:99,gettask:37,gettranspos:99,getw:99,getweight:99,getwgrad:99,gist:9,git:[73,80,86,97,98,102,119,121],github:[9,32,49,86,97,98,102,104,105,107,119,121,126],give:[2,33,57,65,70],given:[8,13,21,28,38,40,47,48,49,58,66,68,69,72,78],glibc:[119,121],glibc_2:89,glibcxx_3:89,glide:32,global:[6,21,23,29,31,32,33,51,62,69,70,74,76,77,97,106],global_block:65,global_learning_r:6,global_pool:21,global_step:23,globalstat:106,globalstatinfo:106,globe:2,glorot10a:20,glorot:20,glusterf:113,gnueabihf:121,go_librari:32,go_test:32,goal:[46,50,60,70],gob:37,godep:32,godoc:55,goe:[9,33,47,52,74,107],going:[48,61,104,123],golang:32,good:[47,49,61,66,72,104,123],googl:[29,70,85,104,105,119],googleapi:113,got:74,gprof:105,gprotos_:76,gpu:[6,8,11,30,41,42,46,60,61,62,67,69,70,72,73,77,80,87,89,91,97,106,107,108,112,123,126],gpu_id:[83,110,112],gpu_per_train:[67,69],gpudevic:77,gpugpu_id:109,gpukernel:70,gpustarttimestamp:25,grab:33,grad:[30,38,75,110],grad_op_class:70,grad_op_maker_:71,grad_op_typ:[70,71],grad_op_type_:71,grad_share_block_num:[109,110],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,59,60,61,62,70,75,104,108,110,115,127],gradient_clipping_threshold:[6,83,127],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,56],gradientmachin:[4,28,56,62,115],gradientmachine_:36,gradopdescmak:[53,71],gradopdescmakerbas:71,gradopmak:71,grai:15,grain:48,gram:125,grandient:28,graph:[8,21,28,31,32,33,42,43,47,49,57,60,61,63,67,69,79],great:[68,123],greater:[8,61],greaterthan:76,green:49,grep:[87,108],gridsize3d:25,groudtruth:96,ground:[7,8],group:[9,21,22,37,51,77,123],group_input1:96,group_input2:96,group_input:[93,96],grouplen:14,grpc:123,gru:[8,58,127],gru_bias_attr:9,gru_decod:96,gru_decoder_with_attent:96,gru_encoder_decod:125,gru_layer_attr:9,gru_memori:9,gru_out:58,gru_siz:127,gru_step:[58,96],gru_step_lay:9,grumemori:[9,84,96],gserver:[8,99],gsizex:106,guarante:65,guard:36,guest:89,gui:104,guid:[25,44,70,114],gzip:[13,37,114],h0_bn:49,h_prev:31,hadoop:[13,29],half:46,half_to_float:46,hand:[70,77],handi:32,handl:[13,29,41,51,62,66,67,69,74,77,78,107],handler:[28,31],happen:[37,76],hard:[47,58,67,68,78],hardwar:[47,77],harvest:127,has:[7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,54,58,60,63,67,68,69,70,75,76,77,106,107,123],has_kei:28,has_selected_colum:8,hasdependentvar:64,hash:60,hasn:47,hassubseq:93,have:[8,9,13,29,30,31,32,33,37,38,40,41,46,47,48,49,50,54,57,58,60,61,62,63,65,66,67,68,69,70,71,74,75,77,79,123],haven:47,hdf:[13,35],head:[100,108],header:[38,54,56,70,77,85,126],headip:108,height:[8,13,15,31,55,66,85,99,100],height_:75,held:33,hello:29,help:[4,8,21,31,45,47,51,58,66,70,78,98,104],helper:[8,21,67,71,78],henc:[61,65,67,71,72,74],here:[6,7,8,9,13,29,32,33,39,45,47,50,51,57,66,72,76,108,123],heterogen:[67,68],heurist:[8,58,68],hidden:[8,9,59,67,84,85],hidden_a:85,hidden_b:85,hidden_dim:93,hidden_out:31,hidden_s:9,hierach:95,hierarch:[8,63,65,70,93],hierarchi:70,high:[6,20,46,60,77,123],higher:[48,57,78],highest:[13,31],highli:[14,78],him:29,hint:[4,68,104],his:69,histor:48,histori:10,hl_get_sync_flag:99,hold:[29,33,37,39,46,49,51,53,69,74,76,77,101],holder_:[77,101],home:[35,45,67,69,87,104,105,108,114,115],honor:37,hook2:93,hook:[6,93],hookattr:6,hookattribut:6,horizont:[8,15],host:[32,41,114],host_c:[119,120,121],hostfil:108,hostnetwork:115,hostpath:[113,114,115],hot:127,hous:[2,14,91],how:[6,8,21,29,31,33,37,45,47,48,51,57,58,62,67,72,76,104],howardjohnson:93,howev:[8,9,30,40,47,61,62,65,66,67,71,72,75,76,77],howto:[108,115],hpp:[46,55],html:[14,20],htod:106,http:[8,9,13,14,20,32,41,49,86,87,97,98,102,104,105,107,108,113,114,119,121,123,126],huber:8,huge:61,human:[8,20],hwc:15,hyper:[8,49],hyperparamet:[8,72],hyperplan:13,i1116:115,i1117:106,i386:120,iOS:120,icc:47,ics:14,id_input:7,id_rsa:108,idea:[32,47,61,66,72,104],ideal:67,ident:[8,71],identifi:[8,52],identityoffsetproject:8,identityproject:8,idmap:115,ids:[7,8,21,58,83],idx:[37,49,99],ies:45,ifels:[31,63],ifelseop:63,ignor:[2,8,21],iil:85,illustr:[7,33,38,48,57,67,69],ilsvrc:126,im_siz:49,imag:[11,12,13,14,21,22,29,47,49,50,58,59,63,66,69,97,98,114,115,116,117,123,126],image_a:66,image_b:66,image_fil:66,image_h:21,image_lay:66,image_list_provid:126,image_nam:29,image_path:66,image_reader_cr:66,image_s:126,image_w:21,imagenet:[8,20,35],imagepullpolici:115,imageri:8,images_reader_cr:66,imagin:50,img2label:15,img:[2,8,9,67],img_conv_lay:9,img_pool_lay:9,imgsiz:106,imgsizei:106,imgsizex:106,immedi:[61,72],immutable_paramet:29,impel:77,imperfect:70,implement:[8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,55,56,58,62,64,67,68,74,76,77,78],implemet:36,impli:32,implicit:69,imposs:[58,123],improv:[8,68,70,104],in_fals:21,in_plac:21,in_tru:21,inarg:[4,36],inc_path:80,includ:[7,8,9,14,15,23,29,31,32,38,41,46,47,49,51,55,56,57,58,63,65,70,76,98,100,104,106,119,120,121],inclus:58,incorpor:8,incorrect:8,increas:[33,37,46,85],increment:[42,50],incupd:99,inde:13,independ:[8,30,38,69,74,77,123],index:[7,8,11,13,14,21,28,30,31,33,37,63,65,78,93],indexslot:8,indic:[7,8,21,31,38,49,57,63,71,75,77,78],indice_map:78,indices_map:78,individu:[33,60],industri:[33,54,123],ineffici:62,infer:[15,29,31,33,42,47,52,53,55,64,65,69,70,75,91],infer_shap:65,infer_var_type_:53,inferfac:53,inferior:40,infershap:[31,65,70,100,101],infershapecontext:[100,101],infervartypefn:53,info:[7,8,14,46,57,90,93,99,108,115,123],infom:8,inform:[8,14,21,28,31,41,45,51,54,57,60,65,67,72,74,75,104],infrastructur:47,inherit:[31,59,70,77],ininst:29,init:[6,20,28,31,49,57,58,67,90,91,99,108,115],init_attr:65,init_from_tar:28,init_hook:[93,127],init_model_path:[109,110,112,125,127],initi:[2,6,8,9,14,16,21,28,32,37,42,50,57,60,61,65,67,68,72,76,78,91,107,110,127],initial_max:[6,85],initial_mean:[6,8,85],initial_min:[6,85],initial_std:[6,8,85],initialize_op_attr:65,initpaddl:4,initrd:123,inlcud:9,inlin:[77,101],inner:[8,83,93],inner_:93,inner_mem:93,inner_param_attr:9,inner_rnn_output:93,inner_rnn_st:93,inner_rnn_state_:93,inner_step:93,inner_step_impl:93,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:101,input1:[8,9,101],input2:8,input:[2,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,57,58,61,62,64,65,66,67,68,69,70,71,74,76,77,78,83,84,85,90,91,92,93,95,96,99,100,101,107,112,115,125,127],input_conf:8,input_data:99,input_data_target:99,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:99,input_id:8,input_imag:9,input_index:99,input_label:99,input_lay:99,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:78,input_seq:8,input_sequence_data:99,input_sequence_label:99,input_sparse_float_value_data:99,input_sparse_non_value_data:99,input_t:99,input_to_check:30,input_typ:[83,93,127],input_valu:30,input_var:[30,65],inputbuff:36,inputdef:99,inputgradi:71,inputlayers_:99,inputs_to_check:30,inputtyp:13,insert:[60,64,70,71,98],insid:[7,9,33,42,62,66,67,68,70,71],instal:[8,41,73,80,86,87,89,91,98,102,104,105,108,114,119,120,121],install_android:119,instanc:[8,30,31,33,35,39,43,52,57,58,61,65,67,70,71],instanti:[33,43,107],instead:[8,9,11,13,32,36,41,46,47,50,51,67],instrins:46,instruct:[31,50],int16:79,int32:[63,78,79,110],int64:[44,75,79],integ:[2,7,8,13,21,37,41,46,55,58,90,127],integer_sequ:83,integer_valu:[2,13,83,90,93,127],integer_value_sequ:[2,13,58,93,96,127],integer_value_sub_sequ:93,integr:[7,123],intel:[47,77],intellig:[20,43],inter:[8,67],interact:8,intercept:8,interchang:[50,70],interconnect:60,interest:[46,60],interestingli:47,interfac:[6,8,9,20,23,25,26,28,31,37,41,45,51,60,62,70,71,77,123],intergr:8,intermedi:[45,49,59,67],intern:[8,9,20,23,28,46,104,105],internet:[32,33,123],interpret:[7,47],interv:8,intrins:46,introduc:[8,15,31,33,49,54,72,74,76,104],intuit:[40,70],invalid:[66,74],invent:47,invoc:[32,47,48,70],invok:[2,8,18,28,62,65,67,68,70,71,76,106],involv:58,iob:7,ioe:7,ios:120,ios_arch:120,ios_deployment_target:120,ios_development_root:120,ios_enable_bitcod:120,ios_platform:120,ios_sdk_root:120,ios_use_veclib_for_bla:120,ip_str:115,ipc:113,ips:115,ipt:[8,65,76,85,93,96],ipx:123,ipython:29,is_color:15,is_gener:125,is_loc:28,is_predict:127,is_revers:21,is_seq:[8,96],is_spars:21,is_stat:[6,85],is_target:64,is_tensor:76,is_test:[21,126],is_traget:64,is_train:[2,15],isinst:[4,90],ispodallrun:115,isspars:99,issu:[32,49,69],issue_numb:98,istag:73,item:[8,13,28,40,46,66,91,115,123],iter:[2,8,9,10,13,28,29,33,47,61,66,67,78],iter_multiple_input_and_param:65,its:[2,8,9,20,26,28,29,30,31,33,37,42,47,49,50,51,53,54,57,58,60,61,62,64,65,70,71,74,75,76,77,106],itself:[33,40,61,74],ivs:76,java:[31,55,63,70],jeremi:106,jian:20,job:[14,40,67,69,70,109,110,112,113,115,126,127],job_dispatch_packag:108,job_id:14,job_mod:125,job_nam:[41,115],job_namespac:115,job_path:115,job_path_output:115,job_workspac:108,jobnam:115,jobpath:115,jobselector:115,jobserv:41,join:[33,93],jointli:9,jpg:[15,126],json:[51,114],jth:9,judg:8,juditski:61,jupyt:41,just:[5,7,8,9,14,21,32,37,38,47,49,53,61,62,65,66,67,70,71,72,74,75],jypyt:29,k8s:[115,123],k8s_data:115,k8s_job:29,k8s_token:29,k8s_train:115,k8s_user:29,kafka:35,kaim:20,kaimingh:126,kebilinearinterpbw:106,kebilinearinterpfw:106,keep:[8,13,15,20,33,47,50,58,61,65,74,76,123],keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,70,71,76,78,97,98,106,113,115],kept:[8,65],kera:72,kernel:[8,30,46,47,61,72,75,77,100,101],key1:110,key2:110,keyword:[65,115],kill:33,kind:[29,30,33,39,50,59,60,77,79,113,114,115],know:[29,37,54,104],known:[21,31,47,48,57],kriz:14,kselectedrow:75,ksimonyan:9,kube:113,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeadm:113,kubectl:[108,113,114,115],kuberent:33,kubernet:[29,33,70,103,108,115,116,117,123],kubernetes_service_host:29,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,65,76,93,127],kwd:25,l1_rate:6,l1_regularization_op:72,l2_rate:6,l2_regularization_op:72,l2_sim:8,l2regular:[83,127],l93:36,label:[2,7,8,13,14,15,21,28,42,47,49,50,51,59,63,66,67,68,69,83,90,93,107,114,126,127],label_dim:[8,93,127],label_fil:66,label_lay:66,label_path:66,labelselector:115,lag:110,lake:2,lambdacost:8,lambdarank:8,lan:108,languag:[8,14,50,70,74,125],larg:[11,14,54,61,67,68,98],larger:[6,7,8],larger_than:[31,52,63],last:[7,8,9,21,47,57,63,92,93],last_seq:[58,93],last_time_step_output:8,lastseen:114,latenc:[8,46,67],latent:8,later:[32,47,70,72,77,101,124],latest:[8,31,32,33,40,80,87,98,102,114,115],latter:[61,78,104],launcher:29,layer1:[8,9,83,92],layer2:[8,83,92],layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,59,61,63,66,67,68,70,72,76,77,78,83,85,90,91,92,95,96,99,107,126,127],layer_0:99,layer_att:84,layer_attr:[8,83,84,96,112],layer_num:[112,126],layer_s:8,layer_typ:8,layerbas:99,layerconfig:99,layergradutil:99,layerhelp:[21,65],layermap:99,layeroutout:8,layeroutput:9,layers_test:80,layout:15,lazi:[61,72],lbl:7,leaki:49,learing_r:59,learn:[6,7,8,9,10,14,29,38,40,49,50,58,60,61,66,67,68,69,70,72,77,87,106,124,126],learnabl:28,learning_method:[125,127],learning_r:[6,23,38,67,83,85,107,125,127],learning_rate_arg:85,learning_rate_decay_a:85,learning_rate_decay_b:85,learning_rate_schedul:85,leas:33,least:[7,33],leav:31,lecun:14,left:[8,31],left_cmd:13,left_right_flip:15,legal:76,len:[2,8,38,44,47,65,91,93,99,115,127],length:[8,9,13,14,15,21,38,46,54,57,58,70,78,114],less:[8,29,123],less_than:29,let02:114,let:[7,8,29,31,40,48,50,57,58,59,71,77,104],level:[6,8,20,21,46,48,51,54,57,58,77,78,79,95],lgtest:32,lgtest_main:32,lib64:[80,87,110],lib:[56,86,104,105,119,120,121],lib_path:80,libapi:32,libari:56,libc:89,libcuda:[80,87],libgcc_:89,libgoogl:[104,105],libnvidia:[80,87],libpaddl:[55,56,70,98,104,105],libpaddle_capi:56,libpaddle_gserv:56,libpaddle_math:56,libprotobuf:85,librari:[8,32,39,56,60,67,110],libstdc:89,licens:60,life:33,lifecycl:123,lifetim:74,lightweight:48,like:[7,8,13,14,21,31,32,33,36,41,47,48,49,50,51,53,60,61,65,66,70,71,72,74,75,78,104,107,123,126],limit:[8,13,21,47,54,58,70,72,85,106],linaro:121,line:[2,7,13,25,32,36,41,45,50,61,63,65,70,72,83,85,93,98,104,112],line_break:13,line_count:85,linear:[8,21,58,83,85,90,91],lineno:[104,105],link1:46,link2:46,link:[8,9,32,44,45,74,95,123],linux:[13,44,89,97,113,119,121],linux_x86_64:[73,80,89],lipeng:125,lipo:120,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,59,62,65,69,71,74,78,83,104,105,112,126,127],listdir:108,listen:33,littl:[38,47,54],live:107,load:[15,29,33,49,60,65,67,115,126],load_and_transform:15,load_data_arg:4,load_featur:126,load_feature_c:126,load_feature_pi:126,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[109,110,112,125],load_mnist:49,load_paramet:85,loadparamet:4,loadsave_parameters_in_pserv:[36,109,110],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,57,63,65,70,86,104,109,110,115],local_scop:30,localhost:[87,102,113],localip:115,localpath:45,locat:[8,28,32,47,78],lock:[32,33,37,38,68],lod:[21,54,57,75,78,79],lod_desc:[75,79],lod_expand:58,lod_level:[21,65,75,79],lod_tensor:[21,57,75,79],lod_tensor_arrai:21,lodtensor:[53,54,70,79],lodtensordesc:[54,75],log:[37,45,49,67,81,85,89,99,108,110,114,115],log_barrier_abstract:[109,110],log_barrier_lowest_nod:[109,110],log_barrier_show_log:[109,110],log_clip:[109,110],log_error_clip:[109,110],log_period:[110,112,114,115,127],log_period_serv:[109,110],logarithm:5,logger:[2,93],logic:[40,49,53,59,60,62,67,68,74,78],logist:127,logit:49,longer:[33,67],look:[2,7,31,41,47,50,61,65,71,72,107],lookahead:8,lookup:[21,53,58,107],lookup_t:21,loop:[30,31,47,66,74],loop_var:78,loss:[8,23,49,51,59,61,72,127],lot:[58,61,65,67,72,123],low:[8,20,59,60,77,78],low_rnn:57,lower:[8,46,57,58],lower_level_rnn:57,lpaddle_capi_shar:56,lpaddle_capi_whol:56,lrelu:49,lstm:[8,93,96,114,127],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,93],lstm_group_input:93,lstm_input:93,lstm_last:93,lstm_layer_attr:9,lstm_nest_group:93,lstm_output:93,lstm_size:127,lstm_step:9,lstmemori:[9,84,93,96],lstmemory_group:[8,84,93],lstmemory_unit:84,ltr:8,mac:[56,119],machin:[9,14,28,47,49,60,61,67,68,72,83,95,108,123],machine_transl:96,maco:[89,97],macro:[48,71],made:[33,38,47],mai:[8,9,30,31,42,46,60,66,67,68,69,70,74],main:[4,21,47,51,60,63,70,104,105],main_program:[18,21,22,42],mainli:[39,77],maintain:[8,31,37,61,65,70,124],majel:32,major:[46,67],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,57,58,61,62,65,66,67,70,72,77,78,86,97,98,99,100,102,104,106,119,120,121,123],make_ddim:101,make_function_oper:48,make_vari:76,maker:[70,71],malloc:77,man:44,manag:[23,28,33,38,39,45,67,74,77,102],mandarin:8,mani:[9,15,32,37,47,49,58,62,65,70,71,74,75,76,78],manili:51,manipul:[47,65,71],manner:[8,61,72],manual:[59,61,67,71,85,123],manufactur:47,manylinux1:89,manylinux1_x86_64:[73,80,89],map:[7,8,13,28,29,31,37,65,71,74,76,77,78,90,123],map_fn:78,map_read:13,mapper:13,mapreduc:29,mark:[49,50,57,58,68,74,104,123],market:46,mask:[6,8,21],master:[29,40,70,73,113,121],mastermind:32,mat:[55,56],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[8,21,32,46,83],matchbox:123,math:[9,55,70,99,100,106],mathemat:72,matirx:8,matmul:[31,51,57,78,100],matrix:[7,8,9,13,21,28,36,55,56,99,100],matrixptr:99,matrixtyp:56,mattyp:36,max:[6,8,13,14,21,22,30,65,85,92,106,112],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,58,96],max_movie_id:14,max_relative_error:[30,100],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:8,maximum:[7,8,14,31,38],maxinum:11,maxoutfunctor:77,maxpool:8,mayb:31,md5:[14,34],mean:[6,7,8,9,10,11,13,15,20,28,32,43,51,58,64,66,67,74,83,104,107,110,123,126],mean_meta:126,mean_meta_224:126,mean_valu:126,mean_var_nam:8,meant:78,measur:42,mechan:[8,9,39,42,65,71],mem:[8,31,41,58,93],mem_per_p:69,mem_per_train:69,member:[8,14,29,50,51,62,65,74],memcpi:[62,106],memor:8,memori:[9,31,36,37,41,46,54,58,61,70,96,101,106,107,114],memory_boot:9,memory_nam:[8,84],memory_test:97,memory_threshold_on_load_data:[109,110],memoryalloc:77,mention:[21,32,37,47,57,60,61,67,68],mere:9,merg:[8,18,38,40,42,57,60,62,98],mergedict:125,messag:[31,47,50,54,63,64,65,70,71,75,79,80,98,114],meta:126,metadata:[44,114,115],metal:[113,123],metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,59,60,65,66,68,70,74,75,78,104,105],methodolog:61,metric:[18,42],mfs:115,microarchitectur:46,might:[8,31,32,47,63,68,104],million:14,min:[6,8,65,106,112],min_block:31,min_count:68,min_desc:31,min_pool_s:[2,83],min_word_freq:14,mind:104,mini:[8,13,18,28,31,33,42,47,52,57],mini_batch:66,minibatch:[8,21,31,42,50,52,63],minikub:113,minim:[23,31,47,49,59,68,70,107],minimum:8,minsizerel:[119,120,121],minu:71,minus_grad:71,minusgradop:71,minusop:71,minusopgradmak:71,minusopprotoandcheckermak:71,minut:[33,40],mip:119,mirror:32,mislead:38,miss:49,mistak:47,mix:[9,78,96],mixed_lay:[9,93],mixed_layer_attr:9,mixedlayertyp:8,mixtur:104,mkdir:[45,86,102,108],mkl:[47,70,77,86],mkldevicecontext:77,mkldnn:8,mkldnn_batch_norm:8,mkldnnplace:77,mlp:51,mlr:20,mnist:[2,4,35,49,50,63,66,67,69,70,104,105],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:66,mnist_train:[2,66],mnist_train_batch_read:66,mnt:115,mobil:[46,47,70,102,118],mode:[8,25,28,46,60,98,115],model:[8,9,14,28,31,33,34,42,50,59,60,61,67,68,69,70,72,78,91,102,112,124,125,127],model_config:4,model_list:[110,112],model_path:112,model_zoo:[125,126],modifi:[8,46,51,67,72,98],modul:[2,9,14,28,48,49,58,67,78,85,100,104,105,126,127],modular:58,modulo:8,moment:[23,104],momentum:[6,21,23,74,83,90,127],momentumop:[104,105],mon:114,mono:8,month:32,moosef:113,more:[7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,57,58,59,65,66,67,68,70,72,78,85,104,106,107,123],most:[8,13,21,28,29,32,40,50,51,58,61,66,67,72,77,104,107,123],mostli:[46,123],motiv:70,mount:41,mountpath:[114,115],move:[8,33,37,45,47,61,123],movi:[2,14],movidiu:47,movie_categori:14,movie_id:115,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[60,108],mpirun:108,mse:[47,50,59,63],msra:20,much:[8,33,47,59,66,72,78],mul:[48,65,69,99,100],mul_grad:100,mul_op:[21,100],mul_ratio:8,mul_result:65,mulgradkernel:100,mulkernel:100,mulop:[48,100],mulopgrad:100,mulopmak:100,multi:[8,42,60,62,104,123,126],multi_binary_label_cross_entropi:8,multi_crop:126,multigradientmachin:62,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,60,67,68,69,70,79,104],multiple_input:65,multiple_param_attr:65,multipli:[7,8],multiprocess:13,must:[5,7,8,9,13,15,21,38,54,64,65,66,70,76,83,99,100,101,108],mutabl:[77,101],mutable_data:[77,100,101],mutuable_data:77,mxnet:[31,47],my_cost:85,my_lib:108,mypaddl:[114,115],name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,58,63,65,69,70,73,75,76,78,79,85,90,91,93,96,99,106,107,112,113,114,115,116,117,123,127],name_prefix:35,namespac:[31,52,55,65,99,100,113,114,115],nativ:[8,46],natur:[37,40,58,68,78],ncall:[104,105],nccl1:60,nccl2:60,ncclinit:60,nchw:[8,21],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:119,nearest:46,nearli:30,necess:78,necessari:[8,31,38,40,42,54,58,62,65,76,78],neck:60,need:[7,8,9,13,20,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,58,59,60,61,62,64,65,67,68,69,70,71,72,74,75,76,77,78,80,106,115,123],need_tran:85,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:60,neon:46,ner:7,nerual:21,nervana:47,nest:[8,13,31,63],net:[8,9,16,31,49,57,74],net_diagram:126,netop:[31,70],network:[4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,57,59,61,66,67,68,72,74,76,77,79,84,90,91,93,112,115,123,125,126],network_config:112,neural:[8,9,13,20,28,29,31,33,51,57,61,67,72,74,77,79,91,93,95,125],neuralnetwork:62,neuron:21,never:[13,66,74,114,115],new_block_idx:65,new_stat:57,newblock:65,newest:38,newli:[46,123],newop:31,newopdesc:65,newprogram:65,newremot:67,newvardesc:65,next:[2,8,14,33,39,58,60,78,104],nfs:115,nfsdir:115,ngram:14,nic:[109,110,115],nil:37,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:83,nnz:99,no_cach:2,no_grad_set:[23,30,100],no_sequ:[2,8,90],node0:115,node1ip:108,node2ip:108,node3ip:108,node:[8,32,40,51,58,60,67,68,69,70,79,108,113,114,115,123],node_0:115,node_1:115,node_2:115,node_id:108,nodeattr:51,nodeentri:51,nodefil:108,nodesep:51,nohup:108,nois:[8,33,49],noisi:[8,49],non:[8,21,33,46,47,75],none:[2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,57,58,59,63,65,69,76,78,96,107,126],nonlinear:20,norm:[9,49],norm_by_tim:8,normal:[8,9,14,20,61,114,115,126],notat:8,note:[6,8,9,11,15,18,28,29,31,36,37,41,54,60,66,70,77,101],notebook:[41,87],noteworthi:47,noth:[5,28,65,74,98],notic:[47,60,71],notingradi:100,notion:78,notori:30,now:[13,32,33,49,54,61,68,70,71,72,74,95],np_arrai:13,nproc:97,nullptr:[71,74,99],num:[8,9,108,110,115],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,51],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[108,109,110],num_group:8,num_hidden:51,num_neg_sampl:8,num_p:[67,69],num_parameter_serv:29,num_pass:[28,90,109,110,112,114,115,127],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:75,num_samples_process:85,num_shard:35,num_step:78,num_train:[67,69],number:[7,8,9,13,14,15,21,31,33,35,42,61,66,68,70,76,78,104],numchunktyp:7,numdevices_:112,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:112,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,65,66,85,86,90,100,126],numreal:36,numsampl:106,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:97,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,60,77,80,87,97],nvlink:60,obei:7,obj:[2,85,126,127],object:[2,6,8,9,13,28,29,36,42,49,51,55,59,65,69,70,72,74,106],observ:8,obtain:[40,61],obvious:[32,104],occup:115,occupi:46,occur:[14,28],occurr:31,oct:114,odd:8,off:[56,86,97,98,102,108,119,120,121,123],offer:[31,69,70,76],offici:[8,32],offlin:[33,35,123],offset:[8,36],often:[8,36,51,104],ograd:99,old:[30,38,40,58,70],older:47,omega:72,omit:[83,127],omp_num_thread:[104,105],ompi_comm_world_rank:108,on_init:2,onc:[8,33,37,42,47,50,61,67,68],one:[2,5,7,8,9,11,13,20,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,58,59,60,61,62,63,64,65,66,67,69,70,71,74,75,77,78,107,123,127],onehotcrossentropyopkernel:100,ones:[48,49,70],onli:[7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,45,46,47,49,50,57,58,59,60,62,65,67,68,69,70,75,76,77,78,93,95,123],onlin:[8,10,33,35,66],only_cpu:30,onnx:47,onto:[21,67,68],op_:100,op_check:100,op_class:[70,76],op_desc:[53,64],op_info:107,op_maker_class:[70,76],op_proto:76,op_registri:107,op_test:100,op_typ:[70,100],opattrcheck:100,opcreat:76,opdesc:[31,50,63,64,65,70,71,76,79],opdescbind:[53,71],opdescbuild:31,open:[2,8,15,29,35,47,49,66,83,85,93,104,126],openbla:[86,87],opencv:15,openmp:104,openmpi:108,opensourc:60,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,57,58,59,60,64,67,69,72,74,77,79,100,101,107],operand:46,operartor:101,operator_grad:30,operatorbas:[31,48,70,71,76,100],operatorwithkernel:100,opinfo:[53,70,71],opinfomak:53,opinfomap:71,opkernel:[100,101],opkernelkei:70,opmak:76,opproto:100,opprotoandcheckermak:[71,100],opprotomak:[76,100],opregist:76,opregistri:76,ops:[23,30,31,32,50,51,61,63,64,65,70,77,100,123],ops_:31,ops_test:32,opt:[29,59,64,69,76,86,115],opt_op_list:59,optest:100,optim:[6,16,27,28,30,43,49,60,61,62,63,67,68,69,70,72,75,83,85,90,104,107],optimis:59,optimize_op_attr:65,optimzi:83,option:[7,8,18,21,25,29,32,49,54,63,64,65,70,75,76,79,104,119,123],optmization_op_list:59,opts_np:64,optyp:[53,76],opwithkernel:75,order:[8,9,13,15,28,43,50,54,66,72,78,104,105,115,123],ordereddict:28,org:[7,8,9,14,20,35,44,49,87,108],organ:[7,8],orient:76,origin:[8,9,13,14,30,46,49,74,78,98],other:[7,8,9,13,21,23,31,33,38,45,46,47,53,57,61,64,72,74,76,77,104,107,123],otherchunktyp:7,otherwis:[8,13,14,15,21,28,29,33,38,40,49,53,66],our:[29,32,49,53,60,61,67,68,74,78,104],out:[8,21,28,29,31,32,37,40,47,51,57,58,65,67,83,93,95,96,100,101,104,105],out_dir:115,out_left:8,out_mem:96,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,93],outer_mem:93,outer_rnn_st:93,outer_rnn_state_:93,outer_step:93,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,54,57,58,61,63,64,65,66,67,68,70,71,74,75,76,77,78,83,93,96,100,101,104,108,112,114,115,125,126,127],output_:8,output_all_step:57,output_dim_idx:21,output_dir:126,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,83,91,126],output_max_index:11,output_mem:[8,96],output_mod:25,output_nam:30,output_num:57,output_path:35,output_s:21,output_seg:78,outputbuff:36,outputgradi:71,outputh:8,outputw:8,outsid:[2,8,9,67,74],outupt:78,outv:99,over:[8,9,28,29,47,60,61,78],overal:[49,61,123],overfit:[21,72],overlap:[7,8],overlap_threshold:[7,8],overload:46,overrid:[31,33,45,69,77,100,101],overview:[37,38,39,77],overwrit:45,own:[8,38,40,51,53,59,60,61,67,69,72,76],paam:15,pack:[78,85],packag:[13,14,37,41,48,73,80,104,105],pad:[9,21],pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,54,55,56,57,58,62,63,67,69,70,72,76,77,78,83,85,86,87,89,90,91,96,97,98,99,100,102,104,105,106,107,108,112,114,115,119,123,125,127],paddle_begin_init_param:38,paddle_dir:100,paddle_doc:102,paddle_docs_cn:102,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:31,paddle_enforce_eq:[100,101],paddle_error:[55,56],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:108,paddle_init_param:38,paddle_init_port:108,paddle_init_ports_num:108,paddle_init_ports_num_for_spars:108,paddle_init_pserv:108,paddle_init_trainer_count:108,paddle_init_trainer_id:108,paddle_init_use_gpu:108,paddle_job:41,paddle_manylinux_devel:86,paddle_matrix:[55,56],paddle_matrix_cr:56,paddle_matrix_get_shap:55,paddle_matrix_shap:55,paddle_n:115,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:114,paddle_paramet:38,paddle_port:115,paddle_ports_num:115,paddle_ports_num_spars:115,paddle_process_by_paddl:115,paddle_pserver2:108,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:125,paddle_save_model:38,paddle_send_grad:38,paddle_server_num:115,paddle_source_root:125,paddle_train:[56,73,108,115],paddledev:[114,115],paddlepaddl:[8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,58,59,62,65,66,69,70,74,78,79,86,87,89,91,96,97,98,104,105,106,108,116,117,119,121,123,124,125],paddlepaddlebook:87,pain:69,pair:[7,8,23,25,31,50,59,67,70],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:125,paper:[8,20,49],para:[36,125],paraconvert:125,paradigm:70,paragraph:57,paragraph_data:57,paragraph_out:57,parallel:[60,67,68,70,106,112,114,115],parallel_nn:[6,109,110],param:[6,8,9,13,23,30,31,38,62,65,77,85,101],param_attr:[8,9,21,22,36,65,83,85,96],param_config_proto:38,param_fil:85,param_initi:21,paramattr:[6,8,16,83,85,96],paramet:[7,9,10,11,13,18,21,23,27,30,31,32,34,36,40,43,45,47,49,50,51,53,54,57,59,60,63,66,67,74,76,78,83,85,90,91,107,108,110,115],parameter_block_s:[109,110],parameter_block_size_for_spars:[109,110],parameter_learning_r:6,parameter_list:[23,59],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient2:115,parameterclient_:36,parametermap:99,parametermutex_:36,parameters_:99,parameters_and_grad:[23,59],parameterserver2:36,parameterset:29,parameterupdat:62,parameterupdater_:36,parametr:8,params_grad:59,paraphras:125,paraphrase_data:125,paraphrase_model:125,paraphrase_modeldata:125,paraspars:99,parent:[31,63,65,70],parent_:[31,74],parent_idx:65,parenthes:70,pars:[13,14,32,43,51,97],parse_config:4,parse_known_arg:115,parsefromstr:85,parser:[13,115],part:[7,8,31,40,47,54,63,65,67,77,104,123],partial:[8,28],partial_sum:8,particular:[50,54,70],particularli:20,partit:[33,35,43,67,68,70],paserv:115,pass:[2,8,13,18,21,26,28,31,33,42,47,49,54,59,61,62,64,65,66,70,72,74,78,83,90,98,106,110,112,114,115,127],pass_gener:8,pass_id:[28,90],pass_idx:66,pass_manu:85,passtyp:99,past:29,patch:44,path:[7,13,14,15,28,33,37,38,41,58,66,110,113,114,115,119,120,121],path_to_paddlepaddle_working_directori:102,pattern:[14,33,55,61,72],paus:[33,40],pcie:60,pdf:9,peer:[60,81],pem:[29,35],pend:[33,37],pep425tag:[80,89],per:[7,8,14,15,33,38,60,61,66,72],percal:[104,105],perf_test:[104,105],perform:[8,9,20,21,30,38,42,46,47,49,60,62,66,67,70,72,77,105,106,109],perftool:[104,105],period:[33,40,69,110],permut:21,peroid:[8,15],persist:[43,75,79],persistentvolum:113,persistentvolumeclaim:[113,115],person:[7,29],perspect:70,perturb:30,peter:69,pex:123,pfs:[35,45,69],pfsclient:35,pfspath:45,phase:[21,58,60,61,66,71,123],philosophi:[61,72],photo:49,physic:123,pickl:108,pictur:60,pid:113,piec:[8,9,43],pil:15,pillow:41,pip:[73,80,86,89,91,98,102,104,105],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,21,33,40,60,67,68,70,101,107],place_:77,placehold:[49,77,101],placement:68,plain:[7,8,13,41,54,56],plan:[33,70],platform:[31,77,89,100,101,107,119,120],pleas:[6,8,9,10,15,29,33,37,38,39,51,57,65,66,69,70,77,79,80,102,104,115,124],plot:29,plu:[8,30],plug:[60,61],pnpairvalid:109,pod:[35,41,113,114,115],podip:115,podlist:115,point:[31,33,41,46,60,69,77,101,104,106,123],pointer:[31,38,47,51,65,70,74,77,101],polar:14,poli:85,polici:77,pollut:40,polyak:61,ponit:51,pool3:99,pool:[9,21,27],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,21],pool_siz:[2,8,9,21,22],pool_size_i:8,pool_strid:[9,21,22],pool_typ:[8,9,21,22],pooled_height:8,pooled_width:8,pooling_lay:[9,83,127],pooling_typ:[8,83,92,127],poolingtyp:11,pop:31,popul:38,popular:[32,49,51],port:[32,104,108,109,110,114,115],port_num:109,portabl:51,portal:102,ports_num:[108,110,115],ports_num_for_spars:[36,108,109,110,112,115],pose:33,posit:[2,7,8,9],positive_label:7,posix:113,possibl:[29,31,37,65,68,72],post:[41,44],postpon:72,potenti:[46,106],pow:85,power:[46,60,123],ppo_workspac:102,pprof:[104,105],pre:[8,9,14,29,38,125],pre_activ:65,pre_bia:65,pre_dictandmodel:125,pre_stat:[57,78],preambl:65,precis:[7,42,46,61],precision_evalu:7,pred:51,predetermin:8,predic:14,predict:[2,4,7,8,28,67,72,83,91,125,126,127],predict_fil:[109,110],predict_lay:28,predict_output_dir:[109,110,127],predict_sampl:4,prediction1:28,prediction2:28,prefer:[47,113],prefetch:[36,99],prefix:[7,9,33,35,58],pregrad:99,premodel:125,prepand:65,prepar:[30,41,62,108,116],prepend:65,prepend_oper:65,preprocess:[14,15,78,125,127],present:[29,31,78,98],preserv:45,press:20,prev_batch_st:[109,110],prevent:[10,21,29,33,37,40,72,104],preview:70,previou:[8,9,28,33,45,57,58,68,104],previous:8,previous_memori:31,price:[14,70,91],primari:[47,50],primarili:[61,72],primit:[46,60,78],principl:[29,32],print:[4,6,28,29,47,51,67,80,89,90,91,104,108],print_graphviz:51,print_s3_bucket:13,printallstatu:106,printer:7,printstatu:106,priorbox:8,prioriti:70,prite:7,privat:[31,56,65,74,75,76,77,78,98,101],pro:60,prob:[7,28,91],probabilist:[8,125],probabl:[7,8,21,28,58],problem:[8,29,30,32,40,47,49,50,61,70,72],proc:87,proce:[13,33,66],procedur:[31,54],proceed:20,process2:93,process:[2,6,8,9,13,29,31,35,36,37,40,42,47,51,54,60,67,72,76,83,85,93,104,115,127],process_num:13,processdata:126,processor:[46,106],prod:98,produc:[8,9,13,33,47,51,66],product:[8,9,21,41,47],productgraph:114,prof:[104,105],profil:[16,45,105,106],profl:105,proflier:106,prog:115,program:[13,18,20,21,25,29,35,38,40,50,52,59,60,66,67,69,70,74,104,106,115],programdesc:[43,47,54,64,65,69,71],programm:[47,65,67],progress:[33,37],proj:8,project:[8,9,41,56],promis:[8,9,58],prompt:[45,47],prone:29,propag:[8,10,47,61],properti:[51,72],propos:[31,47,58,59,60,61,68,78],protect:[46,76,99,100],proto:[11,54,63,70,76,79,100],proto_:76,protobuf:[28,31,41,43,47,50,51,54,63,65,70,71,76,85],protocol:[7,107,123],protomak:100,provi:108,provid:[8,14,29,31,38,41,42,46,47,49,51,53,60,61,65,69,72,76,77,78,83,91,93,104,109,123,127],provis:123,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,70,108,109,110,115],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,109,110],pserver_spec:28,pseudo:[29,41,71,78],pseudocod:78,psize:99,ptr:[56,77],pub:108,pull:[32,70,73,87],purpos:[8,33,67,68,106],push:[31,47,115],push_back:99,put:[32,33,36,65,68,77],pwd:[86,87,97,98,102,119],pxe:123,py_paddl:[4,80],pybind:[31,46],pydataprovid:83,pydataprovider2:[2,4,115],pyramid:8,pyramid_height:8,python2:[104,105],python:[13,21,28,29,31,39,42,47,48,49,50,51,55,58,62,70,73,77,78,80,83,86,89,91,96,97,98,99,100,102,105,107,108,125,126],pythonpath:80,pytorch:47,qualcomm:46,queri:[7,8],query_id:7,question:[8,29,68,76],queue:68,quick:[51,114],quick_start:[41,114,115,116,127],quick_start_data:114,quickli:[58,65,70],quickstart:114,quit:58,r14b:119,r_t:8,rais:[13,51,108],rajathkmp:49,ran:[68,106],rand:[49,85,106,110,112],random:[6,8,13,20,21,35,49,62,65,66,85,100],random_crop:15,random_imag:35,randomli:[15,21,40],rang:[8,13,20,35,46,49,66,67,69,76,115,127],rank0:60,rank1:60,rank:[8,21,29,78,126,127],rank_tabl:21,rankdir:51,ranktabl:21,rapid:71,rare:2,raspberri:122,raspberrypi:121,raspbian:121,rasspberri:121,rate:[6,7,8,9,10,14,38,83,115],rather:[41,49,78],ratio:[8,110],raw:[8,13,54],rdma_tcp:[109,110],reach:[33,60],read:[2,13,15,21,28,29,33,35,47,66,67,68,70,78,85,123,126],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_next_from_fil:83,read_paramet:85,read_ranking_model_data:29,readabl:[70,104],reader:[14,28,35,46,49,50,63,67,69,90,104,105,108],reader_cr:35,reader_creator_bool:66,reader_creator_random_imag:[13,66],reader_creator_random_image_and_label:[13,66],readi:[33,114,123],readlockguard:36,readm:[56,98],readwritebuffer_:36,real:[8,36,49,66],real_process:2,realist:29,realiz:[31,57],realli:[47,72],reason:[9,29,30,33,47,114],recal:7,receiv:[13,33,41,57,68],recent:61,recognit:[8,126],recommend:[9,29,115],record:[13,37,76],recordio:[13,14,29,35,37,67,69],recov:[33,78],recover:70,recoveri:37,rectifi:[8,20],recurr:[57,74,93,94],recurrent_group:[9,84,93,95,96],recurrent_lay:9,recurrent_op:78,recurrentgradientmachin:[56,58,78],recurrentgroup:7,recurs:[31,32,45,70],recv:[60,67,68],recvparametertyp:36,red:[49,104],redirect:13,reduc:[8,21,46,60,68,70,104,105],reduce_by_kei:70,reduce_mean:49,refactor:[50,58,61,62,65,67,68,72,78],refer:[6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,57,60,63,65,70,72,74,77,78,79],referenc:[8,37],refine_unknown_arg:115,reflect:37,reg:76,regard:123,region:[8,74],regist:[71,77],register_gpu_profil:106,register_lay:99,register_op:[48,70,71,76,100],register_op_cpu_kernel:[77,100],register_op_cuda_kernel:[77,100],register_op_without_gradi:[70,100],register_oper:[53,71],register_tim:36,register_timer_info:106,registerop:76,registr:107,registri:[41,53,77,114,123],regress:8,regular:[6,16,21,23,83,127],regularization_coeff:26,reinforc:69,rel:[9,30,40,72],relat:[33,40,41,46,74,104,123],relationship:[71,77],releas:[69,73,113,119,120,121],reli:[30,58,59,61,72,104],reliabl:[33,72],relu1:51,relu2:51,relu:[8,49,51],relwithdebinfo:[104,105],remain:78,rememb:8,remot:[6,32,36,70,98,110,112],remote_ess:69,remote_sess:69,remoteparameterupdat:[36,39],remov:[13,45,47,58,98],ren:20,renam:[45,46],reorgan:8,repeat:[31,50,63,64,75,76,79,104],repeatedli:50,replac:[32,37,53,61,69,71],replic:67,replicaset:41,repo:[32,121],report:[37,46,47,67],reportdataset:37,repositori:[8,102,119],repres:[8,9,31,37,47,51,54,58,61,65,68,69,70,72,75,77,78,79],represent:[8,38,49,50,58,67,75],request:[32,33,36,40,67,70,73,114,123],requir:[7,8,23,29,33,38,40,41,45,46,51,57,61,63,64,67,68,70,72,75,76,79,102,123],res5_3_branch2c_bn:126,res5_3_branch2c_conv:126,research:[14,47,67],reserv:45,reserveoutput:99,reset:[8,18,33,42,81],reset_program:[18,42],reshap:[30,66,85],reshape_s:8,residu:126,resiz:[15,36,77,100,101],resize_s:15,resize_short:15,resnet_101:126,resnet_152:126,resnet_50:126,resolv:[32,98,114],resourc:[60,69,77],respect:[30,46,49,57],respons:[8,36,42,49,60,61,62,72,114],rest:[8,31,41,44,123],restart:[33,38,114,123],restartpolici:[114,115],restor:[30,61],restrict:[72,74,104,105],result:[2,5,7,8,21,25,28,30,37,42,49,50,51,54,58,59,60,62,67,104,106,107,127],result_fil:7,resum:40,ret:13,retriev:[31,58,74,104],return_op_list:23,return_seq:9,reuqest:73,reus:[31,40,58,66,70],rev:97,revamp:67,reveal:[29,104],revers:[8,9,95,96],review:[14,98,114],reviews_electronics_5:114,rewrit:32,rgb:[8,15],rho:10,rid:47,right:[8,30,31,32,41,42,70,72],ring:60,rkt:[41,97],rmsprop:[61,83,127],rmspropoptim:61,rnn:[8,9,31,47,49,58,65,70,74,95,96,109],rnn_bias_attr:96,rnn_layer_attr:96,rnn_out:96,rnn_output:78,rnn_state:93,rnn_state_:93,rnn_step:8,rnn_use_batch:[109,110],rnnalgorithm:58,rnnlm:14,rnnstep:78,roadmap:78,robust:[8,20],roi:8,role:[14,29,37,38,60,67],rollback:65,root:[10,11,60,114,115,125],rot:8,round:[46,60],routin:[46,60],row:[7,8,13,21,36],row_id:8,rows_:75,rpc:37,rpcserver:37,rpi:121,rpi_arm_neon:121,rpi_toolchain:121,rstrip:115,rtk:123,rtype:[8,13],rule:[7,47,50,67],run:[29,30,31,32,33,41,42,43,46,47,48,49,50,51,57,59,60,61,63,64,67,68,69,70,74,75,77,80,86,87,97,98,101,102,104,105,106,108,114,115,116,117,119,123],run_test:86,runinitfunct:[106,115],runnabl:68,running_on_cloud:41,runserv:102,runtim:[2,25,31,43,53,57,69,70,79,80],runtime_table_:31,safe:41,sai:[8,50,52,66,67],said:47,same:[2,7,8,9,20,21,28,29,30,37,38,40,48,49,51,57,58,60,65,67,69,70,71,74,78,93,101,127],samping_id:8,sampl:[2,7,13,14,42,49,76,127],sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,75],save:[2,8,13,28,33,35,37,38,41,50,51,54,61,67,75,79,114],save_dir:[110,112,114,115,127],save_only_on:[109,110],save_parameter_to_tar:28,savetxt:85,saving_period:[109,110,115],saving_period_by_batch:[109,110,112],saw:2,scalabl:70,scalar:[8,21,31,52,78],scale:[5,20,61,67,68,71,76,100],scaleop:100,scaleopmak:[70,100],scalingproject:8,scan:[37,70],scatter:[8,60],scenario:58,schedul:[37,41,68],scheduler_factor:6,scheme:[7,10,36,72],scope:[30,43,69,107],score:[7,8,21,58],scp:108,script:[14,60,86,102,108,119],sdk:120,search:[8,33,74,96],second:[8,21,29,45,47,49,51,57,58,63,64,66,74,76,100,127],section:[47,65,68,104],see:[8,9,29,33,46,47,65,69,85,104],seed:[20,21,85,106,110],seem:[32,46,47],seen:72,segment:[7,57,78],sel_fc:8,selcet:8,select:[8,58],selected_generation_scor:58,selected_id:[8,58],selected_indic:8,selected_row:[75,79],selected_rows_desc:[75,79],selected_scor:58,selectedrow:[53,79],selectiv:8,selector:114,self:[30,42,49,51,54,59,65,78,99,100],selfnorm:8,semant:[14,29,58,73],semat:29,send:[33,38,60,67,68,70,76,79],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[61,72,104],sensit:8,sent:[29,38,67,70,76,114],sentanc:83,sentenc:[2,8,14,47,57,58,78,93,96],sentence_input:78,sentence_last_state1:93,sentence_last_state2:93,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,25,38,48,61,67,71,72],seper:78,seq:[8,14,93],seq_len:78,seq_pool:[8,92],seq_silc:8,seq_text_print:7,seq_to_seq_data:125,seq_typ:13,seqenc:21,seqlastin:93,seqtext_evalu:7,seqtoseq:[8,85,125],seqtoseq_net:[8,125],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,59,63,78,83,90,93,95,127],sequence_conv_pool:127,sequence_group:8,sequence_layer_group:93,sequence_nest_group:8,sequence_nest_layer_group:93,sequencegen:93,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,90],sequenti:[8,31],seri:[9,93],serial:[28,31,37,54,62,70,79],serializ:70,serv:[46,67,70,78],server:[29,32,36,39,40,47,60,67,70,81,86,108,110,113,115,123],serverless:33,servic:[104,123],sess:[49,51,59,69],session:[51,59,64],set:[2,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,57,58,64,65,70,71,74,77,78,83,85,93,97,100,101,102,104,106,114,125,126,127],set_active_typ:99,set_default_parameter_nam:6,set_drop_r:99,set_float_el:30,set_input:8,set_siz:99,set_typ:99,setdatatyp:75,setdefault:100,setq:97,settotalbyteslimit:85,setup:[61,67,73,99,100,123],sever:[7,8,30,36,43,49,57,58,60,62,65,75,78],sexstant:123,sgd:[23,28,29,33,41,61,62,67,68,69,75,90,107,108,109],sgd_optim:107,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,57,63,65,69,70,75,77,90,107],shard:[33,34,35,36,37,38,40,67,68,108],share:[8,21,32,49,56,62,65,70,72,77,78],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[55,56,74,77,101],shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,43,46,47,48,49,53,57,58,59,61,62,63,66,67,70,71,72,75,76,78,79,95,100,102],should_be_fals:29,should_be_tru:29,should_shuffl:[2,93],show:[7,10,31,33,45,47,52,54,57,60,61,63,78,97],show_check_sparse_distribution_log:[109,110],show_layer_stat:[109,110],show_parameter_stats_period:[109,110,112,114],shown:[8,29,42,60,67],shrink_rnn_memori:21,shuf:83,shuffl:[13,83],side:[8,28,42,62],sigint:108,sigmod:76,sigmod_op:76,sigmod_output:76,sigmoid:[8,22,31,69,76,78],sigmoidactiv:[9,93],sign:[44,54],similar:[8,21,31,47,58,61,66,67,68,70,72,77,78,104,123],similarli:[8,13,47],simpl:[5,7,8,9,13,14,23,28,46,50,51,57,61,63,68,72,74,76,78,115],simple_attent:96,simple_gru:[96,127],simple_lstm:[8,84,127],simple_rnn:[8,96],simple_transform:15,simpler:62,simpli:[8,15,29,38],simplifi:[29,58,65,76],simul:[47,120],sinc:[8,9,33,37,39,40,47,53,61,66,67,69,71,72,78,123],singl:[7,9,13,33,42,46,60,67,68,69,70,74,104],sinlg:28,sit:67,site:[32,104,105],situat:64,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,54,58,61,65,66,67,69,75,76,77,78,83,85,90,91,93,96,99,100,101,107,126,127],size_a:8,size_b:8,size_t:[36,77,78,99],sizeof:31,skip:[66,85,98,126],sleep:115,sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slowli:104,small:[8,14,30,43,49,58],small_messag:[109,110],smaller:[8,21,30,33,46,58],smart:74,smooth:8,snap:114,snapdragon:46,snapshot:[34,40],snippet:[48,59],sock:41,sock_recv_buf_s:[109,110],sock_send_buf_s:[109,110],socket:115,softmax:[8,9,29,31,47,51,52,58,63,67,68,69,83,96,99,127],softmax_param:85,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[93,127],softmaxoutput:51,softwar:[46,123],solid:49,solut:[60,123],solv:[29,70],some:[6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,57,58,59,63,64,65,66,68,70,71,74,77,78,123],some_c_api_funct:56,some_inst:56,some_op:[53,57,78],some_python_class:55,somecppclass:55,somedata:28,somegotyp:55,someth:[36,65,104],sometim:[8,66],someurl:13,somewhat:38,somewher:74,soon:33,sort:[8,14,78,104,115],sort_by_length:78,sourc:[8,14,30,32,45,47,49,54,56,58,66,70,104],source_dict_dim:[58,96],source_dict_s:58,source_language_word:[58,96],space:[7,8,46,65,68,72],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,21,36,83,99,108,110,112,115],sparse_binary_vector:[2,13,83,90],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,90],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36,83],sparse_value_slot:13,sparse_vector:83,sparseparam:99,sparseprefetchrowcpumatrix:99,spatial:8,spatial_scal:8,spec:[114,115],special:[8,38,46,53,58,59,67],specialvartypeinfer:53,specif:[28,32,33,45,58,70,74,77],specifi:[7,8,18,21,29,30,36,37,38,41,42,43,45,49,54,65,67,69,74,76,78,102,104],speech:8,speed:[8,9,46,54,60,61,123],sphinx:[55,102],split:[2,8,13,40,47,52,58,70,78,93,108],split_count:[108,115],sqrt:20,squar:[8,10,11,21,51],square_error_cost:[90,107],squarerootnpool:8,squash:98,srand:110,src:[32,108,115],src_backward:96,src_dict:85,src_dict_path:85,src_embed:[58,96],src_forward:96,src_root:4,src_word_id:[58,96],src_word_vec:58,srl:14,ssd:8,ssh:108,ssh_server:108,sstabl:29,stabil:[8,30],stabl:[73,113],stack:[70,78],stackexchang:8,stage:[32,39,47,49,79,98],stale:[33,69],standalon:119,standard:[6,13,20,47,70,72,104],stanford:[14,30,114],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,58,60,62,67,80,98,104,110,114,115],start_mpi_train:108,start_paddl:115,start_pass:[109,110],start_po:8,start_pserv:[109,110],startpaddl:115,startup:[21,33,41,47],startup_program:[18,21,22,23],stat:[106,110],state:[8,9,18,23,31,33,42,57,58,74,78,84,95,114],state_act:[8,9,93],statement:[47,50],statfulset:115,static_cast:101,staticinput:[8,95,96],statist:[8,18,20,42],statset:106,statu:[41,58,98,106,114,115],status:114,std:[28,32,36,51,53,55,56,64,70,71,74,76,77,99,100,101,110],stdbuf:108,stderr:108,stdout:[13,108],step:[8,9,11,23,30,31,33,38,42,47,49,50,58,61,62,65,67,68,70,76,78,93,95,96,104,123],step_id:78,step_input:78,step_net:31,step_output:78,step_scop:70,stepnet:[31,57,70,74],stepout:93,still:[37,40,47,67,71],stirng:65,stochast:[10,33,37,40,61],stop:8,stop_gradi:21,storag:[44,46,113],store:[7,8,14,28,30,31,32,36,51,53,54,58,62,63,65,67,69,70,71,72,74,78],str:[15,18,28,41,78,112,115],straight:[63,66,75],strategi:[11,33,65,68,110],stream:[13,77],stream_:77,streamid:25,street:8,strict:66,stride:[8,9,21],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[2,7,8,13,15,25,28,31,37,45,51,54,63,64,65,69,70,71,74,75,76,79,99,100,110],strip:[85,93,104],struct:[37,38,44,46,53,56,71,76,85],structur:[31,37,47,49,54,58,63,65,70,75],stuff:98,stun:2,style:[8,70,76],sub:[7,8,13,29,40,49,57,60,62,65,67],sub_nest_seq:8,sub_sequ:[2,8,90],subclass:[23,65],subcommand:45,subgradi:10,subgraph:[49,68],submiss:67,submit:70,subnet:29,subobjectpath:114,subseq:[92,95],subsequ:[8,60],subsequenceinput:[8,93],subset:21,succeed:[37,114],success:[8,38,114],successfulcr:114,sudo:97,suffer:30,suffix:[18,41,108],suggest:[8,32],suit:123,suitabl:75,sum:[8,10,31,34,53,65],summar:49,sumopgradmak:71,sumpool:[8,83],sun:20,suppli:75,support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,54,58,61,62,64,66,67,68,70,71,72,75,89,93,123],suppos:[9,32,48,75],suppress:[8,45],sure:104,surpass:[8,20],sutibal:77,svs:76,swagger:44,swap_channel:126,swig:[39,55,56,86],swig_paddl:4,switchop:31,sychron:60,symbol:[8,31,51,56],symbols_ready_:31,symbolt:[31,70],symlink:98,sync:[33,61,72],sync_with_cpp:[104,105],syncflag:99,synchron:[33,37,60],syntax:[47,58,66],sys:126,sysroot:119,system:[31,32,33,38,40,44,48,49,67,68,83,104],t2b:125,tab:127,tabl:[7,8,21,31,47,53,54,75,79],tablelookup:75,tablelookupgrad:75,tablelookupop:75,tableproject:8,tag:[7,14,80,87,98,108],tagtyp:7,tail:58,tainer_id:115,take:[2,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,61,63,64,65,66,70,71,77,78,104],taken:[51,67,78],talk:38,tangl:104,tanh:[8,9,21,49,58,67,96,99],tanhactiv:[9,93],tar:[13,15,28],target:[8,14,21,23,28,31,32,49,51,59,64,67,69,70],target_dict_dim:96,target_dict_s:58,target_dictionary_dim:8,target_language_embed:8,target_language_word:96,target_link_librari:32,target_word:58,targetinlink:[8,93],task:[7,8,54,58,67,76],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,77,93],tcp:110,tear:106,technic:33,techniqu:[21,104],technolog:47,tee:114,tell:[33,37,38,58,76],templat:[48,76,77,100,101,114,115,123],tempor:8,temporari:[18,41,61,65,124],tensor:[21,30,32,46,47,49,51,53,54,57,58,68,69,75,78,79,100,107],tensor_array_read:78,tensor_array_s:78,tensor_array_stack:78,tensor_array_unstack:78,tensor_array_writ:78,tensor_data:54,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarraydesc:78,tensordesc:[54,75],tensorflow:[31,47,49,52,67,68,72,78],term:[8,9,33,71,72],termin:114,tessorarrai:78,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,56,61,66,69,73,91,98,99,100,101,106,107,108,110,112,126,127],test_:100,test_all_data_in_one_period:114,test_check_grad_ingore_i:100,test_check_grad_ingore_x:100,test_check_grad_norm:100,test_check_output:100,test_compar:80,test_comparespars:80,test_comparetwonet:80,test_comparetwoopt:80,test_config_pars:80,test_data:4,test_data_dir:108,test_fcgrad:99,test_gpuprofil:106,test_layergrad:99,test_list:[2,85],test_mul_op:[86,100],test_networkcompar:80,test_pass:[109,110,112],test_period:[109,110,112],test_predict:80,test_pydataprovid:80,test_pydataprovider2:80,test_pydataproviderwrapp:80,test_recurrent_machine_gener:80,test_recurrentgradientmachin:[80,93],test_swig_api:80,test_train:80,test_traineronepass:80,test_wait:[109,110],testa:29,testb:29,testbilinearfwdbwd:106,testconfig:99,testfcgrad:99,testfclay:99,testlayergrad:99,testmulop:100,testq:29,testresult:28,testutil:99,text1:45,text:[2,7,9,13,29,54,57,125],text_conv:127,text_fil:13,tflop:106,tftp:123,tgz:[14,89],than:[6,7,8,9,21,33,41,47,48,49,65,70,72,78,85,123],the_step:47,theano:47,thei:[8,18,20,26,29,32,33,38,40,43,45,47,49,50,58,59,65,68,69,70,76,78,79,106],them:[7,8,9,15,21,29,30,32,33,36,41,43,47,48,53,58,66,68,70,71,74,75,76,78,79,106],themselv:32,theori:47,therefor:61,therein:[8,31],theta:49,theta_d:49,theta_g:49,thi:[2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,46,47,48,49,50,51,57,58,59,60,61,62,63,65,66,67,68,69,70,71,72,75,76,77,78,89,104,106,107,123],thin:53,thing:[2,49,67,70,77],think:[29,32],third:[8,33,51,104],third_parti:[8,119,120,121],those:[8,31,32,33,48,50,51,52,63],though:[78,123],thought:32,thread:[104,106],thread_local_rand_use_global_se:[109,110],threadblocks:25,threadid:112,threadloc:106,three:[7,8,30,33,42,46,47,50,58,59,62,63,66,77,126],threshold:[6,7,8,33,37,110],through:[8,21,32,33,37,39,42,59,61,69,102,107],throughout:43,throughput:106,thrust:70,thu:[8,40,42,51,124],tier:114,time:[8,9,11,13,28,29,30,32,33,37,40,47,48,53,57,58,60,65,66,67,68,70,71,75,76,78,79,93,104,105,106,110,114,115,123],timelin:[8,70],timeout:[33,37],timeout_sec:13,timer:106,timestamp:[8,34],timestep:[8,74],titl:[14,115],tls:44,tmp:[2,65],to_chw:15,to_no_sequ:[8,92],to_sequ:[8,92,93],to_tar:28,to_your_paddle_clone_path:102,todo:[7,13,14,31,33,37,40,58,76],toend:8,togeth:[8,9,13,28,78],token:[7,8,29,96],toler:[28,30],too:[14,30,78],took:123,tool:[102,104,115,119,121],toolchain:[104,119],top:[7,21,28,57,58,126],top_k:[7,21,58],top_level_rnn:57,topk_generated_scor:58,topk_id:58,topk_scor:58,toplevel:97,topolog:[29,33,51,54,62,67,69],topoloi:51,topolopi:28,torch:[31,47],toronto:14,tostr:85,total:[21,28,33,42,60,66,68,104,106,114,123],total_pass:66,tottim:[104,105],trace:[31,49],track:[33,37,51,65,98],tractabl:8,tradit:[8,31,46],traffic:67,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,21,31,35,37,38,40,42,47,49,50,54,60,61,62,63,64,69,70,72,75,77,79,81,83,87,90,96,108,110,112,114,115,116,117,125,126,127],train_arg:115,train_args_dict:115,train_args_list:115,train_conf:125,train_config_dir:115,train_data:108,train_data_dir:108,train_i:90,train_list:[2,85,108,126],train_loop:47,train_read:90,train_x:90,trainabl:[8,54,65],trainer:[2,4,29,34,35,36,37,39,47,61,62,67,68,70,90,99,108,110,112,115],trainer_config:[1,2,4,114,115,127],trainer_config_help:[2,99],trainer_count:[83,91,108,109,110,112,114,115],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[108,110,115],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerconfighelp:85,trainerid:[40,115],trainerintern:127,trainonebatch:36,tran:99,transact:[33,37],transform:[8,9,15,21,70],transform_param_attr:9,transformed_st:9,translat:[8,9,47,83,125],translation_id:58,translation_scor:58,transpar:58,transpil:47,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:50,travi:98,treat:[8,31,38],treatment:[38,46],tree:[8,31,47,65,107,115,121],trg_dic_siz:58,trg_embed:[58,96],trick:58,tricki:55,trigger:[40,62],trim:8,trivial:[58,78],true_block:[31,52,63],true_imag:66,true_label:66,true_neg:42,true_posit:42,true_read:66,truth:[7,8],tune:[6,104,105,109],tupl:[8,9,13,14,15,18,21,28,65,66],ture:8,turn:[8,65,66,95],tutori:[104,108,114,115,116,117,124,125],twice:[49,68],twine:73,two:[7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,54,58,61,63,66,67,69,70,71,72,74,75,76,78,79,100,101,106],txt:[2,32,41,45,99,102,108,113,127],type:[2,7,8,9,11,13,14,18,21,29,31,33,36,37,40,41,44,45,46,53,54,55,56,57,58,63,64,65,66,70,71,72,75,76,79,90,91,93,96,99,100,101,112,114,126,127],type_nam:76,typedef:[38,46,55,56,77],typeid:76,typenam:[48,76,77,100,101],typic:[7,67],ubuntu:[73,89,91,104],ubyt:66,uci:14,uci_h:91,ufldl:8,uid:114,uint16_t:46,uint32:[44,54],uint64:[54,55],uint64_t:55,unawar:38,unclear:40,under:[32,37,60,68],underli:58,understand:[20,47,65,104,123],understand_senti:96,undeterminist:106,unidirect:8,unifi:[51,75],uniform:[6,8,13,20,35,49,65,66],uniform_random:65,uninstal:80,uniqu:[29,31,33,40,41,65,74],unique_nam:65,unique_name_gener:65,unique_ptr:[71,74,77,99],unit:[8,9,21,32,61,72,77],unittest:[56,80,100],unk:[75,79,125],unknown:8,unlik:[8,58],unordered_map:74,unpack:78,unrol:57,unseen:72,unseg:8,unsign:[38,46],unstack:78,unstack_from:78,unsupervis:49,unsupport:100,until:[33,38,47,68,74,115],untrack:98,unzip:119,updat:[6,8,10,23,33,37,38,44,46,49,57,58,59,60,61,62,67,74,78,98,104,105,112],update_equ:[28,90],update_hook:6,update_memori:31,update_op:59,updatecallback:99,upgrad:[60,80,89,124],upload:[33,41,44,73],upon:33,upper:8,upstream:[80,98],url:[13,14],usag:[7,8,9,15,28,46,52,62,108,115],use:[6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,58,59,60,62,65,67,68,69,74,75,76,78,79,98,100,104,106,108,115,126],use_eigen_bla:119,use_eigen_for_bla:[119,120],use_etcd:28,use_global_stat:8,use_gpu:[4,83,90,91,108,109,110,112,114,115,126,127],use_mkldnn:8,use_nesterov:23,use_old_updat:[36,109,110],use_peephol:21,use_sparse_remote_updat:36,used:[2,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,46,47,49,51,57,58,61,62,65,66,67,69,70,72,74,76,77,78,104,106],useful:[8,9,30,46,74],usegpu:99,user:[6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,45,48,49,50,51,53,58,59,60,61,65,66,67,68,69,70,71,72,74,76,77,78,104,113,123],user_id:115,user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:[35,98,119],uses:[8,33,40,46,57,58,62,67,77],using:[6,8,9,13,21,28,29,31,32,33,37,38,40,41,45,46,47,48,49,51,53,57,59,61,63,66,67,71,72,74,76,77,91,100,124],usr:[80,86,87,108,110,115],usrdict:125,usrmodel:125,usual:[8,28,41,63,72,77,104,106],util:[60,106,115,123],uuid:[34,40],v7a:119,v8a:119,valgrind:105,valid:[8,15,66,70,74],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,54,57,58,59,61,62,63,65,67,69,70,74,75,76,78,79,83,99,112,115,119,126,127],value1:110,value2:110,value_:75,value_evalu:7,value_rang:13,valueerror:[51,83],values_:78,vanilla:96,varabl:68,vardesc:[31,50,63,65,70,75],vardescbuild:31,variabl:[10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,57,58,59,61,63,64,67,68,69,71,72,75,76,78,104,107,114],variablenamemap:100,varialbl:49,varianc:8,variant:[8,53,77,78],varibl:51,varienc:78,varient:78,variou:[31,46,72],varproto:76,vars_:[31,74],vartyp:[21,75,79],vartypeinfer:53,vec1:8,vec2:8,vec:85,veclib:120,vector:[8,9,13,14,21,29,31,36,38,51,52,57,58,65,70,71,75,78,127],veloc:23,vendor:32,verb:14,verbos:45,veri:[8,11,32,37,47,48,49,58,62,66,68,72,74,77,78,104],verifi:31,version:[8,9,32,41,45,47,49,51,52,54,58,67,73,98,104,106,108,109,110,120],versu:29,vertic:8,vgg:[9,22],via:[33,98,123],view:[8,54],vim:87,virtual:[53,71,77],virtualenv:97,visibl:[40,74],visit:28,visual:[8,58],vlog:36,volum:[102,113,114,115],volumemount:[114,115],vutbr:14,wai:[7,9,29,38,40,47,58,61,65,66,69,72,78],wait:[33,38,115],wangkuiyi:32,want:[2,8,29,41,42,49,61,64,66,69,72,74,77,78,104],warn:[28,45,80,85,115],warp:8,warpctc:8,wast:60,watch:33,wbia:126,weav:47,web:104,weight:[7,8,9,10,20,21,26,54,72,99,126],weight_act:9,weightlist:99,weights_:99,weights_t:99,welcom:32,well:[41,47,48,49,67,69,72,75],were:[7,32,47],wget:119,what:[6,8,32,47,49,58,65,67,68,76,98,104,123],wheel:89,when:[2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,45,46,47,51,58,60,61,62,63,65,67,68,70,77,78,104,106,123],whenev:65,where:[8,9,10,20,21,29,31,33,40,47,50,57,58,61,63,67,70,72,78,104,107],wherea:[31,37,48,52,77],whether:[7,8,13,15,21,28,30,31,66,75,78],which:[6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,54,57,58,59,60,62,63,64,65,66,67,68,69,70,71,74,75,76,78,104,105,123],while_loop:[58,78],whileloop:78,whileop:31,whl:[86,89],who:[48,50,60,65],whoever:38,whole:[2,7,13,49,52,55,56,57,60,64,76,123],whose:[8,13,30,33,40,57,70,71,76,78],why:[9,30,56,106],wide:[32,49,108],width:[7,8,13,15,36,55,66,85,99,100],wiki:[8,32,108],wikipedia:[8,14,108],wilder:2,window:[8,11,14,61,97,113],wirt:51,wise:[8,15,68,70],with_avx:[86,98,108,119,120],with_bia:76,with_c_api:[86,119,120,121],with_doc:86,with_doubl:[86,99,108],with_dso:86,with_golang:86,with_gpu:[86,97,98,108,119,120],with_mkl:86,with_profil:106,with_python:[86,108,119,120],with_rdma:[108,119,120],with_style_check:[86,98],with_swig_pi:[86,119,120],with_test:[86,98,100],with_tim:[106,108],within:[8,37,47],without:[7,8,23,33,38,65,66,68,70,104],wloop:78,wmt14:96,wmt_shrinked_data:14,won:93,wonder:2,word2vec:[41,83,108],word:[2,7,8,14,50,53,57,58,68,70,76,78,83,93,95,127],word_dict:[93,108,127],word_dim:[85,93,127],word_id:[2,83],word_idx:14,word_vector_dim:[8,58,96,125],words_freq_sort:14,work:[8,13,21,29,31,32,33,46,47,59,61,65,67,87,93,98,102,104,114,115,123],worker:[68,79],workflow:70,workspac:108,worth:107,would:[28,31,32,33,40,47,48,49,50,59,61,62,65,66,67,68,75,78,104,123],wouldn:[47,50],wrap:[47,48,49,60,123],wrapper:[9,32,48,60,61,67,71,78,106],write:[13,21,29,33,40,46,47,48,51,53,59,61,65,66,67,68,70,71,77,78,85],write_lock:34,writer:[29,65],written:[25,31,49,54,61,70,71,75,104],wrong:66,wrote:[51,68],wuyi:113,www:14,x64:121,x86:[119,120],x86_64:[119,120],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,xarg:[7,80,87,99,108],xavier:20,xavieriniti:21,xcode:120,xcodebuild:120,xgbe0:110,xgbe1:110,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,66,90,91,99],xxx:[29,78,126],xxxx:34,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[90,91,107],yaml:[32,108,114,115,123],yancey1989:41,yann:14,yapf:98,year:47,yeild:28,yep:[104,105],yet:[47,123],yield:[2,13,29,35,66,83,90,93],yoshua:20,you:[2,6,8,9,13,28,30,41,46,74,104,123,126],your:[8,13,28,29,32,36,41,45,70,80,119,120,121,123],your_param_nam:85,your_repo:115,your_source_root:56,yuang:47,yuyang18:[13,14],yuyang:[104,105],z_dim:49,z_size:49,zero:[6,8,9,10,13,14,18,30,33,49,58,62,65,75,110],zhang:20,zip:[14,65,115,119],zoo:125},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","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","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The IfElse Operator","Design Doc: InferVarType","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","PaddlePaddle\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey","<no title>","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","Model Zoo - ImageNet","\u5feb\u901f\u5165\u95e8\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":115,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":125,"\u4e0b\u8f7d\u6570\u636e":114,"\u4e0d\u4f7f\u7528":55,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":55,"\u4e0d\u540c\u7684":84,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":55,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":55,"\u4e24\u79cd\u4f7f\u7528":84,"\u4e2d\u6587\u5b57\u5178":125,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":125,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":125,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":125,"\u4e3a\u4ec0\u4e48\u8981":97,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":106,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":106,"\u4ec5\u4ec5\u4f7f\u7528void":55,"\u4ecb\u7ecd":[125,126],"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4ece\u6e90\u7801\u7f16\u8bd1":86,"\u4ee3\u7801\u8981\u6c42":98,"\u4f18\u5316\u7b97\u6cd5":127,"\u4f7f\u7528":[98,114],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":108,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":55,"\u4f7f\u7528\u6848\u4f8b":112,"\u4f7f\u7528\u6982\u8ff0":127,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":112,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":115,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":125,"\u4f7f\u7528\u8bf4\u660e":103,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":87,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":87,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":87,"\u4f7f\u7528docker\u6784\u5efa":102,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":108,"\u4f7f\u7528paddlepaddl":102,"\u4f7f\u7528pip\u5b89\u88c5":89,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":98,"\u4fee\u6539\u542f\u52a8\u811a\u672c":114,"\u4fee\u6539\u6587\u6863":102,"\u514b\u9686":98,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":56,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":106,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":99,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":108,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[119,120],"\u51c6\u5907\u6570\u636e\u96c6":108,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":115,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":108,"\u51c6\u5907openmpi\u96c6\u7fa4":108,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":83,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":83,"\u51fa\u73b0":84,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":73,"\u521b\u5efa\u672c\u5730\u5206\u652f":98,"\u521b\u5efajob":115,"\u521b\u5efapaddl":114,"\u5220\u9664\u672c\u5730\u5206\u652f":98,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":98,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":83,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":98,"\u5236\u4f5c\u955c\u50cf":115,"\u5236\u4f5cdocker\u955c\u50cf":114,"\u524d\u5411operator\u5355\u6d4b":100,"\u52a0\u8f7dpaddlepaddl":90,"\u52a0\u901f\u6267\u884c":34,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":83,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u52a8\u6001\u6269\u5bb9":34,"\u5355\u5143\u6d4b\u8bd5":110,"\u5355\u53cc\u5c42rnn":93,"\u5377\u79ef\u6a21\u578b":127,"\u539f\u56e0":55,"\u539f\u56e0\u5217\u8868":55,"\u53c2\u6570\u4fe1\u606f":126,"\u53c2\u6570\u5185\u5b58":83,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":110,"\u53c2\u6570\u6982\u8ff0":109,"\u53c2\u6570\u8bbe\u7f6e":85,"\u53c2\u6570\u8bfb\u53d6":126,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":44,"\u53c2\u8003\u8d44\u6599":106,"\u53cc\u5c42rnn":93,"\u53cc\u5c42rnn\u4ecb\u7ecd":95,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":95,"\u53cd\u5411operator\u5355\u6d4b":100,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":97,"\u53ef\u9009\u529f\u80fd":125,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":89,"\u540d\u8bcd\u89e3\u91ca":44,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":127,"\u5411\u91cf":110,"\u542f\u52a8\u4efb\u52a1":115,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":108,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":108,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":108,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":108,"\u5440":97,"\u547d\u4ee4\u884c\u53c2\u6570":127,"\u548c":92,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":112,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":87,"\u5728kubernetes\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":108,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":108,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":101,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":125,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":119,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":119,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":90,"\u57fa\u672c\u539f\u7406":95,"\u57fa\u672c\u8981\u6c42":55,"\u5982\u4f55\u4e66\u5199\u6587\u6863":102,"\u5982\u4f55\u4f7f\u7528":84,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":85,"\u5982\u4f55\u5199\u65b0\u7684oper":100,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":83,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":85,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":85,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":83,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":85,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":83,"\u5982\u4f55\u66f4\u65b0www":102,"\u5982\u4f55\u6784\u5efa\u6587\u6863":102,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":85,"\u5982\u4f55\u8c03\u7528":83,"\u5982\u4f55\u8d21\u732e":102,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":98,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":106,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":85,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":93,"\u5b50\u5e8f\u5217\u95f4\u6709memori":93,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":85,"\u5b89\u88c5":[89,127],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":88,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":121,"\u5b89\u88c5\u6d41\u7a0b":88,"\u5b89\u88c5kubectl":113,"\u5b9a\u4e49operator\u7c7b":100,"\u5b9a\u4e49opkernel\u7c7b":100,"\u5b9a\u4e49protomaker\u7c7b":100,"\u5b9e\u73b0":55,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":100,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":99,"\u5b9e\u73b0\u65b9\u5f0f":56,"\u5b9e\u73b0\u8ba1\u7b97":101,"\u5b9e\u73b0c":[99,100],"\u5b9e\u73b0python\u5c01\u88c5":99,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":105,"\u5bfc\u51fac":55,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":112,"\u5c0f\u7ed3":2,"\u5de5\u5177":106,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":89,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":88,"\u5e76\u5b8c\u6210":98,"\u5efa\u7acb":98,"\u5f00\u53d1\u6807\u51c6":103,"\u5f00\u59cb\u5f00\u53d1":98,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":110,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":127,"\u5feb\u901f\u5b89\u88c5":91,"\u5feb\u901f\u5f00\u59cb":91,"\u6027\u80fd\u4f18\u5316":103,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":106,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":106,"\u6027\u80fd\u8c03\u4f18":110,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":127,"\u603b\u4f53\u6d41\u7a0b":97,"\u6216\u8005\u662f":80,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":86,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":80,"\u62a5importerror":80,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":55,"\u63a5\u53e3":126,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":83,"\u63a8\u5bfc\u65b9\u7a0b":99,"\u63a8\u6d4b\u6267\u884c":34,"\u63d0\u4ea4":98,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":98,"\u63d0\u4ea4\u955c\u50cf":114,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":90,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":92,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6570\u636e\u652f\u6301":110,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":127,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":125,"\u6574\u4f53\u65b9\u6848":115,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u6587\u6863":118,"\u65b0\u624b\u5165\u95e8":91,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":81,"\u65f6\u5e8f\u6a21\u578b":127,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":93,"\u65f6\u95f4\u6b65":93,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":56,"\u672c\u5730\u6d4b\u8bd5":112,"\u672c\u5730\u8bad\u7ec3":112,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":83,"\u672f\u8bed":34,"\u6784\u5efa\u548c\u6d4b\u8bd5":98,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":119,"\u67b6\u6784\u56fe":44,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":105,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":114,"\u67e5\u770b\u8f93\u51fa":115,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":44,"\u6848\u4f8b\u4e00":112,"\u6848\u4f8b\u4e8c":112,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":108,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":108,"\u6982\u5ff5\u7b80\u4ecb":100,"\u6982\u5ff5\u89e3\u91ca":35,"\u6982\u8ff0":[92,95,108],"\u6a21\u5757":44,"\u6a21\u578b":126,"\u6a21\u578b\u4e0b\u8f7d":126,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":56,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":127,"\u6a21\u578b\u914d\u7f6e":[84,93,103],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":93,"\u6ce8\u518coper":100,"\u6ce8\u610f\u4e8b\u9879":[2,100],"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u6d4b\u8bd5":110,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":105,"\u7279\u5f81\u63d0\u53d6":126,"\u73af\u5883\u51c6\u5907":108,"\u751f\u6210\u5e8f\u5217":96,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":105,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":95,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":97,"\u7684\u533a\u522b":84,"\u7684\u53c2\u6570":84,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":84,"\u76ee\u5f55\u7ed3\u6784":56,"\u76ee\u6807":44,"\u76f4\u63a5\u6784\u5efa":102,"\u76f8\u5173\u6982\u5ff5":95,"\u77e9\u9635":110,"\u793a\u4f8b1":93,"\u793a\u4f8b2":93,"\u793a\u4f8b3":93,"\u793a\u4f8b4":93,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":83,"\u7a00\u758f\u8bad\u7ec3":112,"\u7b26\u53f7":55,"\u7b80\u4ecb":113,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u7c7b":[55,99,100],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":90,"\u7ec6\u8282\u63cf\u8ff0":110,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":108,"\u7ed1\u5b9apython":100,"\u7f16\u5199yaml\u6587\u4ef6":114,"\u7f16\u8bd1":100,"\u7f16\u8bd1\u4f9d\u8d56":86,"\u7f16\u8bd1\u548c\u5b89\u88c5":[119,120,121],"\u7f16\u8bd1\u548c\u6267\u884c":100,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":80,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":80,"\u7f16\u8bd1\u65b9\u6cd5":86,"\u7f16\u8bd1\u6d41\u7a0b":88,"\u7f16\u8bd1\u9009\u9879":[56,86],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":86,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":86,"\u7f16\u8bd1paddlepaddl":119,"\u7f29\u5bb9":34,"\u7f51\u7edc\u53ef\u89c6\u5316":126,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":55,"\u80cc\u666f":55,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":110,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":87,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u89c2\u6d4b\u8bcd\u5411\u91cf":125,"\u8bad\u7ec3":110,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":83,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8bad\u7ec3\u6a21\u578b":[90,127],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":95,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":83,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":111,"\u8bcd\u5411\u91cf\u6a21\u578b":127,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":125,"\u8bcd\u6c47\u8868":93,"\u8be6\u7ec6\u6559\u7a0b":106,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":93,"\u8f6c\u6362\u5e93":35,"\u8f93\u5165":95,"\u8f93\u5165\u4e0d\u7b49\u957f":93,"\u8f93\u5165\u793a\u4f8b":95,"\u8f93\u51fa":95,"\u8f93\u51fa\u65e5\u5fd7":127,"\u8fd0\u884c\u5bb9\u5668":114,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":89,"\u8fd0\u884cdocker":80,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":55,"\u8fdb\u884c\u8bad\u7ec3":[35,114],"\u8fdb\u9636\u6307\u5357":103,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":113,"\u901a\u7528":110,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":127,"\u9047\u5230":80,"\u90e8\u7f72kubernetes\u96c6\u7fa4":113,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":127,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[119,120,121],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":96,"\u914d\u7f6e\u7f51\u7edc":90,"\u914d\u7f6ekubectl":113,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":113,"\u94a9\u5b50":98,"\u9519\u8bef\u600e\u4e48\u529e":84,"\u9644\u5f55":127,"\u968f\u673a\u6570":110,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":81,"\u96c6\u7fa4\u8bad\u7ec3":112,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":81,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":97,"\u975e\u6cd5\u6307\u4ee4":80,"\u9884\u6d4b":[126,127],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[60,67,68,69,123],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":119,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":93,"api\u5e93":119,"beam_search\u7684\u751f\u6210":93,"book\u4e2d\u6240\u6709\u7ae0\u8282":73,"book\u6559\u7a0b":87,"class":[49,62,65],"cmake\u6e90\u7801\u7f16\u8bd1":80,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":44,"float":83,"function":[32,48,49,65],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":112,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":106,"gpu\u955c\u50cf\u51fa\u73b0":80,"group\u6559\u7a0b":95,"import":80,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":120,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"kubernetes\u5355\u673a\u8bad\u7ec3":114,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":77,"org\u5de5\u5177":102,"paddle\u52a8\u6001\u5e93\u4e2d":55,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":55,"paddle\u7248\u672c\u53f7\u4e3a0":80,"paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3":108,"paddlepaddle\u53d1\u884c\u89c4\u8303":73,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":73,"paddlepaddle\u73af\u5883\u4f9d\u8d56":89,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":86,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":121,"pod\u95f4\u901a\u4fe1":115,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":105,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":105,"python\u63a5\u53e3":126,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":80,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":127,"return":66,"rnn\u76f8\u5173\u6a21\u578b":94,"rnn\u914d\u7f6e":96,"switch":77,"tensor\u4f7f\u7528\u6837\u4f8b":101,"tensor\u5230eigentensor\u7684\u8f6c\u6362":101,"tensor\u6a21\u5757":101,Abs:5,For:32,NOT:43,The:[31,38,47,49,50,52,53,59,62,70,71],Use:[31,63],Using:[32,38],With:41,about:49,absolut:58,accuraci:21,activ:[5,8],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,addto:8,advanc:77,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,57,64,67],all:[74,78],analysi:67,anneal:85,api:[0,3,56,59,61,65,72,76],appendix:123,applic:3,arbitrari:47,architectur:67,argument:[45,66],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,assign:21,associ:74,assumpt:123,async:110,attent:96,attribut:[6,72],auc:7,auto:30,averag:61,avg:11,backgraound:30,background:[68,69,77,78,79],backward:[47,50,70],base:[41,58,68],basepool:11,basic:[77,123],batch:66,batch_norm:[8,21],batch_siz:66,beam:58,beam_search:8,beam_search_decod:21,becaus:85,benefit:[68,70],between:[29,65,70,76,77],bidirectional_gru:9,bidirectional_lstm:9,big:85,bilinear_interp:8,binari:31,bla:86,block:[31,49,50,63,65,70],block_expand:8,blockdesc:63,bootstrap:123,bottleneck:104,brelu:5,bring:123,build:[49,70],cach:2,can:74,capi:56,capi_priv:56,cast:21,challeng:[64,68],chang:58,check:[8,30],checker:30,checkpoint:[33,34,40],choos:32,chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,clone:98,close:30,cluster:[39,123],cmake:32,code:[41,65,104,107],column_sum:7,commit:98,compar:123,comparis:65,compat:47,compil:[31,46,47,63,70,107],complet:47,compos:66,comput:[31,50,70,72],con:123,concat:[8,21],concept:[65,70],conclus:[40,51,123],condit:49,config:3,configur:27,conll05:14,connect:8,constantiniti:20,construct:50,content:[2,56,80,81,83,84,85,92,106],context_project:8,control:70,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,67,68],core:[30,65],cos_sim:[8,21],cost:8,creat:[66,69,70,74],create_arrai:21,creation:[37,61,72],creator:66,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,80,86],cudnn:86,cudnnavg:11,cudnnmax:11,current:[46,71],custom:66,data:[8,12,13,21,33,66,67],datafeed:[13,17],dataprovid:[3,110],dataset:[12,14,33,37],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:58,decor:66,deep:[31,47],definit:79,demo:49,dens:40,depend:49,deploi:41,describ:[47,59],descript:[45,70],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,54,57,58,59,60,62,63,65,66,67,68,69,70,71,74,75,77,78],destroi:74,detail:36,detect:[7,8],detection_map:7,detection_output:8,develop:70,devic:77,devicecontext:77,dictionari:66,differ:[70,77],discrimin:49,discuss:[49,68],dispatch:[33,37],distribut:[29,33,36,41,67],doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,54,60,62,63,65,66,67,68,69,70,71,75,77],docker:[41,97],doe:[43,66],dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,driver:80,drop_out:84,dropout:[8,21],duplic:84,dure:[58,66],dylib:56,dynam:[33,78],dynamic_lstm:21,dynet:51,eigen:101,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21],engin:49,enough:30,entri:66,environ:41,eos:8,eval:67,evalu:[7,18,42],event:[28,29],evolut:47,examin:104,exampl:[29,32,52,56,69],except:83,execut:[31,47,63,70],executor:[19,43],exp:5,expand:[8,92],expandlevel:8,explain:30,factor:8,factorization_machin:8,faq:82,fault:33,file:[31,104],fill_const:21,fill_constant_batch_size_lik:21,first_seq:[8,92],float16:46,fluid:[16,47,60,107],fork:98,format:[31,33,54],forward:50,frame:31,framework:[30,101],from:[29,40,76],full_matrix_project:8,fulli:8,functor:77,futur:47,gan:49,gate:96,gated_unit:8,gener:[49,58,104,123],get_output:8,give:66,global:[63,65],gpu:110,gradient:[30,38,71],gradient_print:7,graident:30,graph:[50,51,68,70,72],group:8,gru:[9,110],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,55],happen:40,hardwar:46,helper:65,hierarchi:31,high:[59,61,72,76],how:[30,36,61,66,70,77],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,ident:5,identifi:104,identity_project:8,ifels:52,ifelseop:31,illeg:80,imag:[8,9,15,41],imagenet:126,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,43,46,54,57,60,61,65,66,70,71,72],increment:21,infer:[28,83],infershap:[63,75],infervartyp:53,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49],input_typ:2,insid:74,instal:123,instead:66,instruct:80,insuffici:80,integr:77,interact:76,interfac:[12,13,15,30,33,38,39,59,66,69,74],intermedi:70,interpol:8,introduc:[58,78],introduct:72,isn:66,issu:[46,98],job:[33,41,114],join:8,kernel:70,kmax_sequence_scor:8,kubernet:[41,113,114],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:[8,92],layer:[8,21,29,48,65,84],learn:[31,47,85],learnabl:8,less_than:21,leval:76,level:[59,61,72,76],libpaddle_capi_shar:56,libpaddle_capi_whol:56,librari:[38,46,70,77],limit:67,linear:5,linear_chain_crf:21,linear_comb:8,list:[34,66],local:[67,69,74],lod:58,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[57,58,78],lodtensordesc:79,log:5,logic:37,look:104,low:[61,72,76],lstm:[9,21,110],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,58],macro:70,main:49,manag:32,map:[66,70],master:[33,37,41],math:[8,77],mathemat:30,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,57,77,84,93,95],merge_lod_tensor:21,messag:[76,85],method:58,might:49,migrat:70,mileston:70,mini:66,minibatch:13,misc:8,mix:8,mnist:14,mobil:122,model:[3,27,29,36,38,40,47,49,54,58,96,126],modul:[70,77,80],momentum:10,momentumoptim:23,more:49,motiv:[43,54,60,64],movielen:14,msrainiti:20,mul:21,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:66,multiplex:8,mxnet:51,name:[74,80,84],nccl:60,nce:8,necess:65,necessari:70,need:66,nest:57,net:22,network:[9,70,96],neural:96,nlp:[9,110],norm:[8,72],normaliniti:20,note:30,numer:30,numpi:30,nvprof:106,nvvp:106,object:33,offset:58,ones:21,onli:[66,74],op_mak:70,oper:[48,52,61,63,65,68,70,71,75,78],opinfomap:70,opkernel:[70,77],opproto:76,ops:72,optim:[10,23,33,38,50,59,65],option:45,opwithkernel:70,order:45,org:102,origin:70,orthogon:74,out_prod:8,output:8,overview:[40,43,70,74,107],pack:58,packag:32,pad:8,paddl:[36,60,66,74,80,84,101],paddlejob:41,paddlepaddl:[29,31,47,61,63,67,72,73,80,102,107,118],paradigm:47,parallel_nn:112,paramattr:24,paramet:[6,8,28,29,33,38,39,41,61,62,65,68,72],parameteraverageoptim:61,parent:74,part:50,partit:38,path:[40,45],penalti:72,perform:[61,104,110],persist:37,pfsclient:[44,45],pfsserver:44,place:77,placement:67,platform:80,pnpair:7,point:83,pool2d:21,pool:[8,11,92],pose:[53,71],power:8,pre:98,precision_recal:7,prefetch:66,prelu:8,print:7,pro:123,problem:[42,53,59,71],procedur:123,process:[33,38,41,59,70],profil:[25,104],program:[31,47,63,65],programdesc:63,project:32,propos:[53,71,72],protobuf:75,protocol:85,provid:[2,66],prune:64,pserver:40,pull:98,push:98,python:[30,41,57,59,61,65,66,67,72,76,79,104],qualiti:70,queue:[33,37],rank:7,rank_cost:8,raspberri:121,rate:85,reader:[12,13,29,66],realiz:70,recoveri:33,recurr:[8,9,84,95,96],recurrent_group:8,ref:30,refactor:70,refer:[2,67,68],regist:[53,70,76],registr:[70,71],registri:70,regular:[26,38,72],reject:85,rel:58,relat:[70,78],relu:5,remot:[39,69],repeat:8,represent:[31,70],request:98,requir:[32,49],reshap:[8,21],resiz:8,resnet:126,retri:37,reus:65,rmsprop:10,rnn:[57,78,93,110],rnnop:[31,57,70],roi_pool:8,rotat:8,row:75,row_conv:8,row_l2_norm:8,run:107,runtim:[41,67],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,57,70,74],search:58,select:[38,75],selectedrow:75,selective_fc:8,sentiment:14,separ:70,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[58,96],sequence_conv:21,sequence_conv_pool:[9,22],sequence_pool:21,sequencesoftmax:5,server:[33,37,38,41,68],session:[67,69],sextant:123,sgd:110,sgdoptim:23,shape:58,share:[29,74],should:74,shrink_memori:21,shuffl:66,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:58,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:66,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,64,71],sourc:107,spars:[38,39,40,75],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,stanh:5,start:29,statement:42,step:57,storag:72,store:33,sub_nested_seq:8,subcommond:45,submit:41,suffici:66,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:54,support:[46,60,77,78,80],survei:[46,51,72,123],synopsi:45,system:47,tabl:56,table_project:8,tanh:5,task:[33,37],tecton:123,tensor:[8,70,77,101],tensorarrai:[58,78],tensordesc:79,tensorflow:51,text_conv_pool:9,theori:30,thi:[74,80],think:49,three:78,time:107,timelin:40,todo:[34,35],togeth:74,toler:33,too:85,tool:[32,123],topic:77,topk:21,toward:47,train:[28,29,33,36,39,41,59,66,67],trainer:[28,33,38,40,41],tran:8,trans_full_matrix_project:8,translat:58,transpil:60,transpos:21,tune:110,ture:47,two:30,uci_h:14,uniform:78,uniforminiti:20,unpack:58,updat:[29,39,40],usag:[57,58,66],use:[36,66],user:33,util:7,value_print:7,vardesc:79,variabl:[65,70,74,79],version:[46,80],vgg_16_network:9,warp_ctc:8,weightdecayregular:26,what:[36,40,43],wheel:80,when:[40,74],whl:80,why:[46,47,61,66,70,78],wmt14:14,xavieriniti:20,zero:21,zoo:126}}) \ No newline at end of file +Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","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/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/tensor_array","design/var_desc","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","mobile/index_cn","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_cn","v1_api_tutorials/imagenet_model/resnet_model_cn","v1_api_tutorials/quick_start/index_cn"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.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/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/tensor_array.md","design/var_desc.md","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","mobile/index_cn.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_cn.md","v1_api_tutorials/imagenet_model/resnet_model_cn.md","v1_api_tutorials/quick_start/index_cn.rst"],objects:{"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.fluid":{regularizer:[26,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,0,1,""],states:[18,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,3,1,""],center_crop:[15,3,1,""],left_right_flip:[15,3,1,""],load_and_transform:[15,3,1,""],load_image:[15,3,1,""],load_image_bytes:[15,3,1,""],random_crop:[15,3,1,""],resize_short:[15,3,1,""],simple_transform:[15,3,1,""],to_chw:[15,3,1,""]}},objnames:{"0":["py","attribute","Python \u5c5e\u6027"],"1":["py","module","Python \u6a21\u5757"],"2":["py","class","Python \u7c7b"],"3":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":126,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":106,"03m":106,"0424m":106,"0473v3":9,"04\u4ee5\u4e0a":89,"04\u4ee5\u53camaco":91,"0630u":106,"06u":106,"0810u":106,"08823112e":4,"0957m":106,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":110,"0\u5c42\u5e8f\u5217":92,"0_cudnn5":86,"0_cudnn5_avx_mkl":89,"0_cudnn7_avx_mkl":89,"0ab":8,"0rc1":73,"0rc2":73,"0x10f256d50":51,"0x7ffe4de00110":51,"100m":83,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":126,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":126,"101\u5c42\u7f51\u7edc\u6a21\u578b":126,"10g":41,"1150u":106,"11\u5b9e\u73b0\u4e86c":56,"11e6":114,"12194102e":4,"124n":106,"128\u7ef4\u548c256\u7ef4":125,"12\u4ee5\u4e0a":89,"12\u64cd\u4f5c\u7cfb\u7edf":80,"13m":114,"1490u":106,"14\u7248\u672c\u4ee5\u4e0a\u7684":121,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":112,"152\u5c42\u7f51\u7edc\u6a21\u578b":126,"15501715e":4,"1550u":106,"15\u884c":93,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":85,"16u":106,"173m":126,"173n":106,"1770u":106,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":114,"197u":106,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":86,"1\u7684\u5c42\u4e4b\u5916":112,"1\u7a00\u758f\u6570\u636e":99,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":112,"210u":106,"211839e770f7b538e2d8":9,"215n":106,"228u":106,"234m":126,"2520u":106,"25639710e":4,"25k":127,"2680u":106,"26\u884c":93,"27787406e":4,"279n":106,"27m":106,"285m":106,"2863m":106,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":106,"2977m":106,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":85,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":115,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":112,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":115,"302n":106,"30u":106,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":125,"32777140e":4,"328n":106,"32\u7ef4":125,"32u":106,"32x32":14,"331n":106,"3320u":106,"36540484e":4,"36u":106,"3710m":106,"3768m":106,"387u":106,"38u":106,"3920u":106,"39u":106,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":89,"3\u53f7gpu":83,"4035m":106,"4090u":106,"4096mb":110,"4279m":106,"43630644e":4,"43u":106,"448a5b355b84":114,"4560u":106,"4563m":106,"45u":106,"4650u":106,"4726m":106,"473m":114,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":85,"4gb":110,"500m":83,"50\u5c42":126,"50\u5c42\u7f51\u7edc\u6a21\u578b":126,"51111044e":4,"514u":106,"525n":106,"526u":106,"53018653e":4,"536u":106,"5460u":106,"5470u":106,"54u":106,"5690m":106,"573u":106,"578n":106,"5798m":106,"586u":106,"58s":114,"5969m":106,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":125,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":89,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":89,"5_cudnn5_avx_mkl":89,"6080u":106,"6140u":106,"6305m":106,"639u":106,"64\u5e73\u53f0\u4e3a\u4f8b":119,"64\u7ef4":125,"64m":54,"655u":106,"6780u":106,"6810u":106,"682u":106,"6970u":106,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":106,"6\u4ee5\u4e0a":[89,91],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":89,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":125,"704u":106,"70634608e":4,"7090u":106,"72296313e":4,"72u":106,"73u":106,"75u":106,"760u":106,"767u":106,"783n":106,"784u":106,"78m":106,"7\u4ee5\u4e0a":119,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":89,"7\u4ee5\u4e0b":119,"7\u548cpip":80,"7\u7248\u672c\u5f00\u59cb":119,"7\u7cfb\u5217":89,"7eamaa":14,"7kb":114,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":102,"8250u":106,"8300u":106,"830n":106,"849m":106,"85625684e":4,"861u":106,"8661m":106,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":125,"877\u884c":125,"892m":106,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":85,"901n":106,"90u":106,"918u":106,"9247m":106,"924n":106,"9261m":106,"93137714e":4,"9330m":106,"94u":106,"9530m":106,"96644767e":4,"983m":106,"988u":106,"997u":106,"99982715e":4,"99m":126,"99u":106,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":120,"9f18":114,"\u4e00":93,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":100,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":113,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":114,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":95,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":95,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":95,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":95,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":121,"\u4e00\u4e2a\u6216\u591a\u4e2a":113,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":83,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":106,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":92,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":92,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":99,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":99,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":99,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":100,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":85,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":110,"\u4e00\u4e2alabel":93,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":96,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":127,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":113,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u4eba":93,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":95,"\u4e00\u53f0\u7535\u8111":97,"\u4e00\u65e9":93,"\u4e00\u662fbatch":83,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":97,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":113,"\u4e00\u6b21\u6027\u676f\u5b50":93,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[92,93],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":73,"\u4e00\u822c\u4ece":98,"\u4e00\u822c\u5728paddlepaddle\u4e2d":93,"\u4e00\u822c\u60c5\u51b5\u4e0b":1,"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":85,"\u4e00\u822c\u6765\u8bf4":96,"\u4e00\u822c\u8868\u793a":93,"\u4e00\u822c\u8bbe\u7f6e":85,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":127,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,90],"\u4e0a":98,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":121,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":73,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":108,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":93,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":115,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0a\u7f16\u8bd1\u5f88\u6162":97,"\u4e0a\u7f51":93,"\u4e0a\u8fd0\u884c":119,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":85,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":87,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":97,"\u4e0a\u8ff0\u7684":84,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":106,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":100,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":100,"\u4e0b":[100,102],"\u4e0b\u540c":85,"\u4e0b\u56fe\u4e2d\u5c31\u5c55\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u5185\u5b58\u6570\u636e\u8fc1\u5f99\u548c\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\u7684\u5efa\u8bae":106,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":126,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":99,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":95,"\u4e0b\u6587\u4f7f\u7528":115,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":114,"\u4e0b\u6b21":93,"\u4e0b\u7684":115,"\u4e0b\u8868\u5c55\u793a\u4e86batch":126,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":114,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":87,"\u4e0b\u8f7dgpu\u7248\u672c\u7684docker\u955c\u50cf":87,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":106,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":100,"\u4e0b\u9762\u4ee5":108,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":100,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":101,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":113,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":56,"\u4e0b\u9762\u5217\u51fa\u4e86":96,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":99,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":115,"\u4e0b\u9762\u662f":100,"\u4e0b\u9762\u662f\u5bf9":100,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":85,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":99,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":126,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":126,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":100,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":99,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":90,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":92,"\u4e0d":93,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":97,"\u4e0d\u4f1a\u518d\u4ece":83,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":97,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":55,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":99,"\u4e0d\u4f7f\u7528c":55,"\u4e0d\u4f7f\u7528swig":55,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":100,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":100,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":100,"\u4e0d\u540c\u4e3b\u673a":113,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":84,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":100,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":110,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":126,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":96,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":55,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":83,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":115,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,90],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":113,"\u4e0d\u540c\u8bbe\u5907":100,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":55,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":95,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":95,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":93,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":113,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":101,"\u4e0d\u5728":56,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5c11":93,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":55,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":95,"\u4e0d\u6307\u5b9a\u65f6":95,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":113,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,90],"\u4e0d\u662f\u771f\u6b63\u7684layer":84,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":84,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":55,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":98,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":100,"\u4e0d\u80fd\u592a\u968f\u610f":98,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":98,"\u4e0d\u8fc7":93,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":97,"\u4e0d\u8fdc":93,"\u4e0d\u9519":93,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":97,"\u4e0d\u9700\u8981\u8bbe\u7f6e":119,"\u4e0e":[100,105,115,125],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":73,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":93,"\u4e0e\u53ef\u80fd\u6709\u7684":73,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":108,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":105,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":85,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":108,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":115,"\u4e0e\u8c03\u4f18":105,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":83,"\u4e0ejob":115,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":100,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":100,"\u4e0epython\u4e0d\u540c":105,"\u4e14":93,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":98,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":55,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":105,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,90],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":113,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":93,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":56,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":55,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":55,"\u4e24":93,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":102,"\u4e24\u4e2a\u5d4c\u5957\u7684":95,"\u4e24\u4e2a\u64cd\u4f5c":106,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":93,"\u4e24\u4e2a\u90e8\u5206":102,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":83,"\u4e24\u79cd\u7c7b\u522b":127,"\u4e24\u79cdblas\u5e93":86,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":83,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":73,"\u4e2a":127,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":83,"\u4e2a\u6027\u5316\u63a8\u8350":73,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":110,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":110,"\u4e2d":[55,56,83,99,100,101,105,115,127],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":98,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":125,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":108,"\u4e2d\u4f20\u5165\u53c2\u6570":108,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":108,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":83,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":93,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":121,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":127,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":119,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":119,"\u4e2d\u5305\u542bc":[119,121],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":98,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":98,"\u4e2d\u5b8c\u5168\u4e00\u81f4":55,"\u4e2d\u5b9a\u4e49":96,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":95,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":56,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":126,"\u4e2d\u6307\u5b9a":110,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":112,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":126,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":101,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":126,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":86,"\u4e2d\u6587\u6587\u6863":102,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":102,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":93,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":83,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":115,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":110,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":100,"\u4e2d\u7684":[101,126],"\u4e2d\u7684\u4e00\u884c":[2,98],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":108,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":98,"\u4e2d\u7684\u6570\u636e":126,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":126,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":73,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":113,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":115,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":108,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":99,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":100,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":83,"\u4e3a":[2,96,100,119,120,121],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":100,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":98,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":99,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":87,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":113,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":99,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":97,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":95,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":98,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":56,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":119,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":106,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[119,120],"\u4e3a\u4ec0\u4e48\u7528":97,"\u4e3a\u4f8b":[84,100,127],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":100,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":127,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":85,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":87,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":106,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":125,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":108,"\u4e3a\u6b64":114,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":100,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":99,"\u4e3aconst\u51fd\u6570":100,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":99,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":110,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":90,"\u4e3b\u8981\u539f\u56e0":93,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":83,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":100,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":127,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":85,"\u4e3e\u4f8b":83,"\u4e3e\u4f8b\u8bf4\u660e":93,"\u4e4b\u524d":98,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":127,"\u4e4b\u540e":[90,99],"\u4e4b\u540e\u4f7f\u7528":99,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":99,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":102,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":99,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":86,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":56,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":97,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":95,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":105,"\u4e58\u9664\u7b49\u65f6\u5019":83,"\u4e5f":93,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":55,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":95,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":56,"\u4e5f\u4e0d\u751f\u6210":56,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":84,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":97,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":98,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":102,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":113,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":95,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":108,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":102,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":106,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":115,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":127,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":113,"\u4e5f\u53ef\u5199\u6210":100,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":120,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":119,"\u4e5f\u5c31\u662f":98,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":127,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":97,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":98,"\u4e5f\u5c31\u662f\u8bf4":[110,112,125],"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":115,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":106,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":93,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":113,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":95,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":80,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":127,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":55,"\u4e7e":93,"\u4e86":[93,97],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":105,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":106,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":96,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":96,"\u4e8c\u7ef4\u77e9\u9635":126,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":93,"\u4e8c\u8fdb\u5236":125,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":105,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":105,"\u4e92\u76f8\u901a\u4fe1":113,"\u4e94\u661f\u7ea7":93,"\u4ea4\u4e92\u7684\u65b9\u6cd5":105,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":119,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":119,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":119,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":120,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":120,"\u4ea4\u53c9\u7f16\u8bd1raspberri":121,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":119,"\u4ea4\u901a":93,"\u4ea4\u901a\u4fbf\u5229":93,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[119,120],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":87,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec0\u4e48\u662f":97,"\u4ec5\u4ec5\u4f7f\u7528":55,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":99,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":99,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":115,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":119,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":108,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":113,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":127,"\u4ece":[73,81,106],"\u4ece0\u5230num":110,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":108,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":95,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":106,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":85,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":93,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":127,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":120,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":119,"\u4ece\u6e90\u7801\u7f16\u8bd1":88,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":99,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":81,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":127,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":95,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":108,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":93,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":125,"\u4ececmake":119,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ecestart":110,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":98,"\u4ed4\u7ec6\u89c2\u5bdf":126,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":56,"\u4ed6\u4eec\u5206\u522b\u662f":93,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":97,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":93,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":126,"\u4ed6\u662f\u5c06":56,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":55,"\u4ee3\u66ff":115,"\u4ee3\u7801\u4e2d9":93,"\u4ee3\u7801\u53c2\u8003":108,"\u4ee3\u7801\u5982\u4e0b":[83,84,85,96],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":98,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":55,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":105,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":100,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":115,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5":84,"\u4ee5\u4e0a":[98,119],"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":96,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":97,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":87,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":108,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":98,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":127,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":125,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":87,"\u4ee5\u4f7f\u7528":119,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":85,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":108,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":99,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":99,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":97,"\u4ee5\u53ca":[97,99],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":96,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":97,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":92,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":121,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":100,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":95,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":99,"\u4ee5\u53caandroid":119,"\u4ee5\u53caandroid\u6240\u9700":119,"\u4ee5\u53cagcc":86,"\u4ee5\u53canumpi":35,"\u4ee5\u53carelu":99,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":119,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":120,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[119,120,121],"\u4ee5\u8f93\u51fa":83,"\u4ee5\u9017\u53f7":125,"\u4ee5\u9017\u53f7\u95f4\u9694":110,"\u4ee5eigentensor\u4e3a\u4f8b":101,"\u4ee5embedding\u5c42\u4e3a\u4f8b":85,"\u4ee5lstm\u4e3a\u4f8b":84,"\u4ef7\u683c":93,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":108,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":108,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":99,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":105,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":115,"\u4f1a\u5171\u4eab\u53c2\u6570":85,"\u4f1a\u5173\u8054\u53c2\u6570":84,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":108,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":110,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":93,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":115,"\u4f1a\u5728":102,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":102,"\u4f1a\u5927\u4e0d\u76f8\u540c":108,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":83,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":95,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":55,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":95,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":83,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":95,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":105,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":108,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":83,"\u4f1a\u62a5\u9519":95,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":105,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":55,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":99,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":98,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":86,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":115,"\u4f1a\u88ab":108,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":95,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":98,"\u4f20\u5165":[2,35],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":85,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":110,"\u4f46":56,"\u4f46\u4e0d\u66b4\u9732":56,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":99,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":110,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":93,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":93,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":95,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":86,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":73,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":93,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":83,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":73,"\u4f46\u662f":[83,93],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":56,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":109,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":93,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":108,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":98,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":112,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":83,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":97,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":55,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":105,"\u4f46\u662fbatch":83,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,90],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,90],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":89,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":100,"\u4f46eigen":101,"\u4f4d\u7f6e":93,"\u4f4f":93,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":93,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":96,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":100,"\u4f5c\u4e3a\u53c2\u6570\u7684id":85,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":95,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":55,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":86,"\u4f5c\u4e3a\u8f93\u51fa":96,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":93,"\u4f5c\u7528":92,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":126,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":127,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":125,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":126,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":127,"\u4f60\u53ef\u4ee5\u4f7f\u7528":126,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":112,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":126,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":126,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":125,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":126,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":126,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":102,"\u4f60\u9700\u8981\u4e00\u4e9b\u66f4\u590d\u6742\u7684\u5355\u5143\u6d4b\u8bd5\u6765\u4fdd\u8bc1\u4f60\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42\u662f\u6b63\u786e\u7684":99,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":112,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":99,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":99,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":127,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":80,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":99,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":108,"\u4f7f\u7528":[56,73,83,84,85,93,95,96,99,105,106,110,119,127],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":112,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":112,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":126,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":112,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":112,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":99,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":83,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":114,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":102,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":85,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":90,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":125,"\u4f7f\u7528\u52a8\u6001\u5e93":55,"\u4f7f\u7528\u53c2\u6570":[86,108],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":119,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":83,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":83,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":125,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":96,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":105,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":115,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":114,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":100,"\u4f7f\u7528\u6587\u6863":100,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":83,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":56,"\u4f7f\u7528\u6848\u4f8b":111,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":108,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":56,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":110,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":95,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":126,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":110,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":110,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":85,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":93,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":99,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":55,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":125,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":56,"\u4f7f\u7528c99\u505a\u63a5\u53e3":55,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":55,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":55,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":110,"\u4f7f\u7528cmake\u7684\u8bdd":105,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":112,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":112,"\u4f7f\u7528docker":87,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":87,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":88,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":97,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":102,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":86,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":119,"\u4f7f\u7528init":112,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":93,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":93,"\u4f7f\u7528model":112,"\u4f7f\u7528openblas\u7684\u955c\u50cf":87,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":119,"\u4f7f\u7528paddlepaddl":127,"\u4f7f\u7528pip\u5b89\u88c5":88,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":110,"\u4f7f\u7528regress":73,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":55,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":55,"\u4f7f\u7528void":55,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":85,"\u4f86":93,"\u4f8b\u5982":[2,35,55,56,73,83,84,86,90,93,96,99,106,109,110,112,115,126,127],"\u4f8b\u5982\u4e0a\u6587\u7684pod":113,"\u4f8b\u5982\u4e0b\u56fe\u4e2d":105,"\u4f8b\u5982\u4f7f\u7528":83,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":55,"\u4f8b\u5982\u5bf9\u4e8epython":55,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":93,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":93,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":93,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":83,"\u4f8b\u5982c":55,"\u4f8b\u5982hostpath":113,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":55,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":115,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":55,"\u4f8b\u5982python\u7684":55,"\u4f8b\u5982sigmoid":99,"\u4f8b\u5982sigmoid\u53d8\u6362":127,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":108,"\u4f8b\u5b50\u4e2d\u662f":99,"\u4f8b\u5b50\u4e2d\u662f0":99,"\u4f8b\u5b50\u4e2d\u662f100":99,"\u4f8b\u5b50\u4e2d\u662f4096":99,"\u4f8b\u5b50\u4e2d\u662f8192":99,"\u4f8b\u5b50\u4e2d\u662ffc":99,"\u4f8b\u5b50\u4e2d\u662fsoftmax":99,"\u4f8b\u5b50\u4f7f\u7528":113,"\u4f9bpaddlepaddle\u52a0\u8f7d":110,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":100,"\u4f9d\u6b21\u7c7b\u63a8":73,"\u4f9d\u8d56":[86,89],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":87,"\u4f9d\u8d56libpython2":86,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":113,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":113,"\u4fbf\u5229":93,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":93,"\u4fbf\u5b9c":93,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":55,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":110,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":85,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":110,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":110,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":126,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":98,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":108,"\u4fee\u590d\u6240\u6709bug\u540e":73,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":73,"\u4fee\u590dubuntu":73,"\u4fee\u6539":[73,113,114],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":114,"\u4fee\u6539\u6210":73,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":106,"\u4fee\u6539\u6587\u6863":103,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[93,98],"\u503c\u5f97\u6df1\u5165\u5206\u6790":106,"\u503c\u7c7b\u578b":112,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":85,"\u5047\u8bbe":99,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":87,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":99,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":83,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":125,"\u504f\u7f6e\u53c2\u6570":126,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":99,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":101,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":73,"\u505a\u63a5\u53e3":55,"\u505a\u68af\u5ea6\u68c0\u6d4b":100,"\u505a\u68c0\u67e5":100,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":110,"\u505c\u7535":93,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":105,"\u5143\u7d20":92,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":92,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":105,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":56,"\u5148\u627e\u51fa\u53c2\u6570":84,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":80,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":105,"\u5148\u8c03\u7528initializer\u51fd\u6570":127,"\u514b\u9686\u4e0b\u9762":121,"\u5168\u5bb6":93,"\u5168\u8fde\u63a5\u5c42":125,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":99,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":126,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":99,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":99,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":99,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":99,"\u516c\u5f0f":87,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":100,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":100,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":115,"\u5171\u670932":125,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":100,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":93,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":98,"\u5173\u4e8eavx":87,"\u5173\u4e8eeigen":101,"\u5173\u4e8elstm":84,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":90,"\u5173\u4e8eunbound":95,"\u5173\u952e\u8bcd\u5305\u62ec":98,"\u5176\u4e2d":[2,55,73,83,85,90,96,99,105,119,121,125,126],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":126,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":108,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":120,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":120,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":120,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":127,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":92,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":126,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":110,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":110,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":90,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":101,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":97,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":83,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":83,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":56,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":127,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":112,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":73,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":86,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[119,120],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":96,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":99,"\u5176\u4f59\u884c\u662f":125,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":113,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":127,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":105,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":127,"\u5176\u5b83layer\u7684\u8f93\u51fa":95,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":83,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":113,"\u5176\u6b21":[2,93,127],"\u5176\u8bf4\u660e\u5982\u4e0b":93,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":96,"\u5176name\u7531\u53c2\u6570":84,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[56,83],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":97,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":56,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,83,99],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":95,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":106,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":80,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":127,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":80,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":126,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,56,98],"\u5177\u4f53\u8bf7\u89c1":98,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":93,"\u5185":96,"\u5185\u5b58":106,"\u5185\u5b58\u4e0d\u8db3":81,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":110,"\u5185\u5bb9":[100,127],"\u5185\u5bb9\u5982\u4e0b":114,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":93,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":115,"\u5185\u90e8":115,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":55,"\u518d\u4ee5":100,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":85,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":55,"\u518d\u57fa\u4e8e":73,"\u518d\u5b89\u88c5":[80,89],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":93,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":93,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":93,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":108,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":105,"\u518d\u6307\u5b9a":86,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":105,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":106,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":105,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":99,"\u518d\u901a\u8fc7\u51fd\u6570":115,"\u5197\u4f59\u7b49\u529f\u80fd":113,"\u5199\u4ee3\u7801":55,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":99,"\u5199\u7684":105,"\u51c6\u5907":93,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":108,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":108,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":108,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":83,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":83,"\u51cf\u5c0fbatch":83,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":108,"\u51fa\u53bb\u73a9":93,"\u51fa\u5dee":93,"\u51fa\u6765":93,"\u51fa\u73b0":80,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":85,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":84,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[80,89],"\u51fd\u6570":[2,96,99,105,106],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":100,"\u51fd\u6570\u5047\u8bbe":96,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":106,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":95,"\u51fd\u6570\u540d":105,"\u51fd\u6570\u540d\u4e3a":56,"\u51fd\u6570\u547d\u540d":55,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":100,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":105,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":99,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":99,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":95,"\u51fd\u6570\u603b\u65f6\u95f4":105,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":99,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":106,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":99,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":99,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":105,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":105,"\u51fd\u6570\u91cc\u5b9e\u73b0":100,"\u5206\u4e3a\u597d\u8bc4":127,"\u5206\u522b\u4e3a":125,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":95,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":93,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":95,"\u5206\u522b\u662f":92,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":96,"\u5206\u522b\u662fsentences\u548clabel":93,"\u5206\u522b\u662fwords\u548clabel":93,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":99,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":93,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":113,"\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u901a\u5e38\u4f1a\u901a\u8fc7api\u6216\u8005\u73af\u5883\u53d8\u91cf\u63d0\u4f9b\u4efb\u52a1\u8fd0\u884c\u9700\u8981\u7684\u53c2\u6570":108,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":108,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[73,98],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":73,"\u5206\u652f\u4e0a":98,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":98,"\u5206\u652f\u4e2d":73,"\u5206\u652f\u4e3a\u5f00\u53d1":73,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":73,"\u5206\u652f\u4e3a\u7a33\u5b9a":73,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":73,"\u5206\u652f\u5408\u5165":73,"\u5206\u652f\u5408\u5165master\u5206\u652f":73,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":73,"\u5206\u652f\u540d":98,"\u5206\u652f\u540d\u4e3a":73,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":73,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":73,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":100,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":73,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":73,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":119,"\u5206\u652f\u89c4\u8303":98,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":106,"\u5206\u7247":34,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":126,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":125,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":125,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":125,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":110,"\u5206\u9694":125,"\u5207\u6362\u5230":98,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":98,"\u5217\u540d":105,"\u5217\u8868\u5982\u4e0b":[2,90],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":99,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":86,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":120,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":110,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":110,"\u5219\u53ef\u8bbe\u7f6e":[119,120,121],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":127,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":108,"\u5219\u5ffd\u7565":34,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":110,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":106,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":110,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5219\u8bbe\u7f6e\u6210":[119,121],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":83,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":120,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":86,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":108,"\u5219\u9700\u8981\u914d\u7f6e":113,"\u521b\u5efa\u4e00\u4e2a":91,"\u521b\u5efa\u4e00\u4e2akubernet":115,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":98,"\u521b\u5efa\u6210\u529f\u540e":115,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":108,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":99,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":99,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":110,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":125,"\u521d\u59cb\u5316\u7236\u7c7b":99,"\u521d\u59cb\u5316biases_":99,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":95,"\u5220\u9664":98,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":120,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":83,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":127,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":83,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":95,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":127,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":113,"\u5229\u843d":93,"\u522b\u4eba\u5e2e\u4e86\u5fd9":98,"\u522b\u5fd8\u4e86":97,"\u5230":[34,80,96],"\u5230\u672c\u5730":98,"\u5230\u6b64":100,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":115,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":115,"\u5237\u7259":93,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":115,"\u524d\u53f0":93,"\u524d\u5411\u4f20\u64ad":99,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":99,"\u524d\u5411\u548c\u540e\u5411":99,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":100,"\u524d\u8005\u5728":83,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":100,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":83,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":100,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":98,"\u524d\u9700\u8981\u5b89\u88c5":105,"\u524d\u9988":108,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":73,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":99,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":127,"\u52a0\u5165":106,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":96,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":96,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":85,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":85,"\u52a0\u8f7dtest":110,"\u52a0\u901f\u7f16\u8bd1":86,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":83,"\u52a8\u6001\u5e93":55,"\u52a9\u624b":99,"\u5305":105,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":125,"\u5305\u542b3\u4e2a\u5c5e\u6027":125,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":56,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":86,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":108,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":108,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":105,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":100,"\u5305\u62ec":[35,108,110,127],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":83,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ec\u751f\u6210cpu":86,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":90,"\u5305\u62ec\u7b80\u5355\u7684":127,"\u5305\u62ecbool":112,"\u5305\u62eclinux":119,"\u5305\u7684\u65b9\u6cd5\u662f":80,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":93,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":93,"\u5341\u4e00":93,"\u534e\u6da6\u4e07\u5bb6":93,"\u534f\u540c\u5b8c\u6210releas":73,"\u5355\u4e2a\u503c":35,"\u5355\u4f4d\u662fmb":110,"\u5355\u5143\u6d4b\u8bd5":[97,101],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":80,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":100,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":97,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":109,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":93,"\u5355\u53cc\u5c42rnn":94,"\u5355\u5c42":95,"\u5355\u5c42\u4e0d\u7b49\u957frnn":93,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":93,"\u5355\u5c42\u5e8f\u5217":92,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":92,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":92,"\u5355\u5c42\u6216\u53cc\u5c42":92,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u5355\u5c42rnn":[93,95],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":93,"\u5355\u673acpu\u8bad\u7ec3":83,"\u5355\u673agpu\u8bad\u7ec3":83,"\u5355\u6b65\u51fd\u6570":96,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":96,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":96,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":96,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":100,"\u5355\u70b9\u6545\u969c":34,"\u5355\u7eaf\u7684":105,"\u5355\u8fdb\u5355\u51fa":95,"\u5360\u4f4d\u7b26":125,"\u5360\u7528\u4e8617":105,"\u536b\u751f":93,"\u5373":[56,83,84,100,102,115,127],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":93,"\u5373\u4e0d\u5141\u8bb8\u5728":100,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":93,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":93,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":93,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":93,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":93,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":93,"\u5373\u4f7f\u7528":[56,84],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":110,"\u5373\u4f7fc":56,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":56,"\u5373\u4fbf\u662f":97,"\u5373\u4fbf\u8bbe\u7f6e":80,"\u5373\u4fbfpaddl":56,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":95,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":96,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":95,"\u5373\u53ef":98,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":83,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":119,"\u5373\u53ef\u5728":121,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":89,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":87,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":105,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":105,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":93,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":83,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,90],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":56,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":127,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":93,"\u5373\u5f53\u524d\u65f6\u95f4\u6b65\u4e0b\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u8d56\u524d\u4e00\u4e2a\u65f6\u95f4\u6b65\u795e\u7ecf\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u8f93\u51fa":93,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":101,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":95,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":93,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":92,"\u5373\u6574\u6570\u6570\u7ec4":93,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":93,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":93,"\u5373\u66b4\u9732":56,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":93,"\u5373\u7f51\u5361\u540d":115,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":83,"\u5373\u8bbe\u7f6e":83,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":87,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":55,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":85,"\u5373input":95,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":93,"\u5377\u79ef\u5c42\u6743\u91cd":126,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":127,"\u5378\u8f7dpaddlepaddle\u5305":80,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":101,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":93,"\u539f\u56e0":98,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":80,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":98,"\u53bb\u8fc7":93,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,23,25,28,55,83,97,99,108,109,115,125,126],"\u53c2\u6570\u4e3a":100,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":85,"\u53c2\u6570\u540d":126,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":108,"\u53c2\u6570\u6570\u91cf":127,"\u53c2\u6570\u670d\u52a1\u5668":[108,109],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":108,"\u53c2\u6570\u670d\u52a1\u5668\u4e5f\u4e0d\u4f1a\u7b49\u5f85\u8ba1\u7b97\u8282\u70b9\u5168\u90e8\u90fd\u63d0\u4ea4\u68af\u5ea6\u4e4b\u540e\u624d\u5f00\u59cb\u4e0b\u4e00\u6b65":108,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":108,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":110,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":110,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":110,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":110,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":110,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":83,"\u53c2\u6570\u6982\u8ff0":111,"\u53c2\u6570\u7684\u89e3\u6790":115,"\u53c2\u6570\u7ef4\u5ea6":125,"\u53c2\u6570\u884c":125,"\u53c2\u6570\u8bbe\u7f6e":82,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":93,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":87,"\u53c2\u6570\u8f93\u5165":83,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":96,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":98,"\u53c2\u8003":[44,55,87,113],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":106,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":93,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":108,"\u53c2\u8003\u955c\u50cf\u7684":115,"\u53c8":93,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":92,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":83,"\u53ca":99,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":96,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53cc\u5c42":95,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":93,"\u53cc\u5c42\u5e8f\u5217":92,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":92,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":93,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":92,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":95,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":92,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":92,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":93,"\u53cc\u5c42rnn":95,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":93,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":93,"\u53cc\u8fdb\u5355\u51fa":95,"\u53cc\u8fdb\u53cc\u51fa":95,"\u53cd\u5411\u4f20\u64ad":99,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":100,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":100,"\u53cd\u5411op\u7c7b":100,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":100,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":100,"\u53d1\u5e03\u5230dockerhub":73,"\u53d1\u5e03\u5230github":73,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":83,"\u53d1\u884c\u548c\u7ef4\u62a4":98,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":110,"\u53d6\u503c\u76f8\u540c\u7684layer":84,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":90,"\u53d6\u51b3\u4e8e":100,"\u53d8\u6362\u77e9\u9635":99,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":93,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":127,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":121,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":106,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":83,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":112,"\u53e6\u5916":[93,97],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":126,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":89,"\u53ea\u4f5c\u4e3aread":95,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":110,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":86,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":126,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":93,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":127,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":56,"\u53ea\u6709":93,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":125,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":88,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":110,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":95,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":84,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":112,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":84,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":55,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":93,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":83,"\u53ea\u8bfbmemory\u8f93\u5165":95,"\u53ea\u9488\u5bf9\u5185\u5b58":83,"\u53ea\u9700\u4e2d\u65ad":108,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":108,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":96,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5":[87,93,98,102],"\u53ef\u4ee5\u4ece":87,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":89,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":85,"\u53ef\u4ee5\u4f7f\u7528":[85,108],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":89,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":85,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":85,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":110,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":115,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":83,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":114,"\u53ef\u4ee5\u521b\u5efa\u975e":100,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":87,"\u53ef\u4ee5\u53c2\u8003":[87,93,96,97,98,113,115],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":81,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":125,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":90,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":101,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":106,"\u53ef\u4ee5\u5728":[86,108],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":55,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":115,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":98,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":113,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":108,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":101,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":113,"\u53ef\u4ee5\u5c06cmake":105,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":95,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":100,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":87,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":106,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":97,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":87,"\u53ef\u4ee5\u6267\u884c":[80,89],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":102,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":86,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":97,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":86,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":93,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":86,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":86,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[92,95],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":95,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":108,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":99,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":95,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":105,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":95,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":110,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u67e5\u770b":115,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":114,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":112,"\u53ef\u4ee5\u7528":[44,97],"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":113,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":98,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":106,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":92,"\u53ef\u4ee5\u770b\u51fa":108,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":105,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":106,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":73,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":83,"\u53ef\u4ee5\u8054\u7cfbop":81,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":81,"\u53ef\u4ee5\u88c5\u7684\u662f":97,"\u53ef\u4ee5\u8bbe\u7f6e":[105,119,120,121],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":84,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":101,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":90,"\u53ef\u4ee5\u8fd0\u884c":108,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":86,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":112,"\u53ef\u4ee5\u901a\u8fc7":[98,113],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":96,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":87,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":127,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":105,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[80,89],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":120,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":120,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":112,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":127,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":115,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":83,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":85,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":106,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":97,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":100,"\u53ef\u8bbe\u7f6e":[119,120],"\u53ef\u8bbe\u7f6e\u4e3a":120,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":120,"\u53ef\u9009":[2,86,99,108],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":86,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":84,"\u53f3\u8fb9\u662f":126,"\u5403":93,"\u5403\u996d":93,"\u5404\u65b9\u9762":93,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":100,"\u5408":93,"\u5408\u7406":93,"\u540c\u65f6":[80,83,106],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":86,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":83,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":98,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":95,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":127,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":126,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":127,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":106,"\u540c\u65f6\u518d\u5c06":73,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":83,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":85,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":97,"\u540c\u65f6\u63d0\u8d77":73,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":112,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":83,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":83,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":90,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":110,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":95,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":100,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":110,"\u540c\u7406":100,"\u540d\u5b57\u4fee\u9970":55,"\u540d\u79f0":127,"\u540e":[85,86,98,115,119,120,121],"\u540e\u5411\u4f20\u64ad":99,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u540e\u7f00\u4e3a":108,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":83,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":83,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":100,"\u540e\u8005\u7ee7\u627f\u81ea":100,"\u540e\u9988":108,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411\u91cfenable_parallel_vector":109,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":73,"\u5417":97,"\u5426\u5219":[1,100,119,121],"\u5426\u5219\u4f1a\u628a":98,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":110,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":110,"\u5426\u5219\u4f7f\u7528gpu":112,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":96,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":55,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":108,"\u542b\u4e49":[105,126],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":99,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":99,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":99,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":108,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":115,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":110,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":110,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":108,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":110,"\u5440":93,"\u5468\u56f4":93,"\u547d\u4ee4\u4e3a":[80,114],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":114,"\u547d\u4ee4\u5220\u9664":[119,120,121],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":86,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":127,"\u547d\u4ee4\u65f6":119,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":97,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":97,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":97,"\u547d\u4ee4\u884c\u4e2d\u7684":105,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":127,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":86,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":108,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":97,"\u547d\u540d\u4e3a":98,"\u547d\u540d\u7a7a\u95f4":113,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":113,"\u547d\u540d\u89c4\u8303":100,"\u547d\u540d\u8bf7\u9075\u5b88":100,"\u548c":[35,55,56,73,83,84,85,86,93,96,97,98,99,100,101,102,105,106,108,112,113,119,121,125,127],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":93,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,90],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":100,"\u548c\u4e2d\u6587\u6587\u6863":102,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":83,"\u548c\u504f\u7f6e\u5411\u91cf":99,"\u548c\u5185\u5b58":97,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":92,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":105,"\u548c\u5bf9\u8c61\u5b58\u50a8api":113,"\u548c\u5dee\u8bc4":127,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":92,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":108,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":96,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":97,"\u548c\u68af\u5ea6\u622a\u65ad":127,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":93,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u548c\u90e8\u5206layer":95,"\u548cpool":92,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":108,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":126,"\u54c1\u8d28":93,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u54ea\u4e9b\u4e0d\u662f":93,"\u5546\u52a1":93,"\u554a":93,"\u5668":127,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,90],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":99,"\u56e0\u4e3a\u53c2\u6570":112,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":96,"\u56e0\u4e3a\u5b83\u6bd4":96,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":115,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":113,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":97,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":97,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":105,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3ac":105,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":80,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":55,"\u56e0\u6b64":[1,2,93,95,99,119],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":93,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":125,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":101,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":101,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":93,"\u56e0\u6b64\u5f53":119,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":99,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":109,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":126,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":80,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":126,"\u56fe\u50cf\u5206\u7c7b":73,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":126,"\u56fe\u8868":87,"\u5728":[2,56,73,92,93,96,97,98,100,105,108,120,126,127],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":114,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":99,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":108,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":105,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":110,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":93,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":100,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":114,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":127,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":113,"\u5728\u4e4b\u540e\u7684":83,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":87,"\u5728\u4efb\u610f\u65f6\u95f4\u67d0\u4e00\u53f0\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u7684\u53c2\u6570\u53ef\u80fd\u6bd4\u53e6\u4e00\u53f0\u8981\u66f4\u65b0":108,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":108,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":108,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":108,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":90,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":73,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":99,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":101,"\u5728\u51c6\u5907\u53d1\u8d77":98,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u51fd\u6570":115,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":110,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":110,"\u5728\u521b\u5efaparameters\u540e":85,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":93,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":110,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":110,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":93,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":83,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":93,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":113,"\u5728\u542f\u52a8job\u4e4b\u524d":115,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":105,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":98,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":110,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":108,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":90,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":90,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":56,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":84,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":87,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":115,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":115,"\u5728\u5c42\u4e2d\u6307\u5b9a":112,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":95,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f02\u6b65sgd\u4e2d":108,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":56,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":99,"\u5728\u5f97\u5230":115,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":96,"\u5728\u6267\u884c\u65f6":101,"\u5728\u63d0\u4ea4":98,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":90,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":127,"\u5728\u672c\u4f8b\u4e2d":[93,98,112],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":96,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u672c\u793a\u4f8b\u4e2d":93,"\u5728\u672c\u8282\u4e2d":96,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":110,"\u5728\u6837\u4f8b\u4e2d":56,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":127,"\u5728\u6b64":[109,112],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":127,"\u5728\u6b64\u611f\u8c22":125,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":96,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":93,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":96,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":115,"\u5728\u6d4b\u8bd5\u9636\u6bb5":110,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":126,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":98,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":113,"\u5728\u751f\u6210\u65f6":96,"\u5728\u7528\u6237\u4f7f\u7528c":56,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":85,"\u5728\u76f8\u5e94layer\u7684":84,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":108,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u7ec4\u5408\u65f6":90,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[119,121],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":99,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":92,"\u5728\u8bad\u7ec3\u4e2d":96,"\u5728\u8bad\u7ec3\u4e4b\u524d":115,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":125,"\u5728\u8bad\u7ec3\u65f6":114,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":115,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":110,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[119,120,121],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":73,"\u5728\u8be5\u793a\u4f8b\u4e2d":85,"\u5728\u8be5\u914d\u7f6e\u76847":93,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":127,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":106,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":95,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":105,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":101,"\u5728\u8fd9\u4e2a":73,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[99,114],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":93,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":106,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":96,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":73,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":56,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":56,"\u5728\u8fd9\u4e9blayer\u4e2d":93,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":101,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":101,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[96,99],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":95,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":114,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":115,"\u5728\u8fd9\u91cc":95,"\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u4f5c\u4e3a\u4f8b\u5b50\u6765\u5c55\u793a\u5b9e\u73b0\u65b0\u7f51\u7edc\u5c42\u6240\u9700\u8981\u7684\u56db\u4e2a\u6b65\u9aa4":99,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":101,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":101,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":108,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":90,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":126,"\u5728\u91c7\u7528sgd":85,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":112,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":83,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":119,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":119,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":113,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":80,"\u5728c":55,"\u5728c\u7684\u5934\u6587\u4ef6":55,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[119,120],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":86,"\u5728eigen\u4e2d":101,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":120,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":120,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":113,"\u5728main":105,"\u5728paddl":115,"\u5728paddle\u4e2d":112,"\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":35,"\u5728paddlepaddle\u4e2d":[90,95],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":84,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":84,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":93,"\u5728paramet":34,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":100,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":95,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":95,"\u5728trainer":112,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":108,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":93,"\u5730\u7406\u4f4d\u7f6e":93,"\u5730\u94c1\u7ad9":93,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":56,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":126,"\u5747\u5300\u5206\u5e03":85,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":110,"\u5747\u662f\u5728":56,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":93,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":93,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":95,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,127],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":91,"\u57fa\u672c\u76f8\u540c":125,"\u57fa\u7c7b":100,"\u586b\u5199":98,"\u589e\u52a0":100,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":114,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":100,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":112,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":99,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":106,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":127,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":95,"\u5907\u6ce8":106,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":106,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":93,"\u5916\u5c42outer_step\u4e2d":93,"\u591a\u4e2a\u503c":35,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":83,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":83,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":127,"\u591a\u4e2aip\u4f7f\u7528":108,"\u591a\u4e2aparamet":34,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":95,"\u591a\u673a\u8bad\u7ec3":83,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":95,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":99,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":99,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":99,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":55,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":97,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":87,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":83,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":97,"\u5927\u90e8\u5206":105,"\u5929":93,"\u5929\u4e00\u5e7f\u573a":93,"\u5929\u4e00\u9601":93,"\u5934\u4fe1\u606f\u4e2d":85,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":99,"\u5934\u6587\u4ef6\u5982\u4e0b":99,"\u597d":93,"\u597d\u5403":93,"\u597d\u8bc4":127,"\u5982":[2,96,98,100,112],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":101,"\u5982\u4e0b":[2,108],"\u5982\u4e0b\u56fe\u6240\u793a":[93,106],"\u5982\u4e0b\u6240\u793a":[112,126],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":127,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":103,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":103,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":127,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u6709":100,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":99,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":126,"\u5982\u679c\u4e0d\u4e3a0":110,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":108,"\u5982\u679c\u4e0d\u4f7f\u7528docker":86,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":86,"\u5982\u679c\u4e0d\u5207\u8bcd":127,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":102,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":105,"\u5982\u679c\u4e0d\u6536\u655b":85,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":110,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":86,"\u5982\u679c\u4e3afals":110,"\u5982\u679c\u4e3atrue":[2,110],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":86,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":98,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":89,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":110,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":96,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":112,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":110,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":120,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[119,121],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":96,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":99,"\u5982\u679c\u4f7f\u7528":125,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":86,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":86,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":113,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":55,"\u5982\u679c\u5173\u95edmkl":86,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":80,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":83,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":125,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":81,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":108,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":89,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":110,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":110,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":110,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":85,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":100,"\u5982\u679c\u5931\u8d25":73,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":83,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":115,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":108,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":81,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":87,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":87,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":86,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":97,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":87,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":106,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":86,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":106,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":106,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":101,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":93,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":106,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":97,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":106,"\u5982\u679c\u6267\u884c\u5931\u8d25":113,"\u5982\u679c\u6267\u884c\u6210\u529f":126,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":83,"\u5982\u679c\u63d0\u793a\u6b63\u786e":102,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":81,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":113,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":95,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":95,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":98,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":73,"\u5982\u679c\u672a\u8bbe\u7f6e":110,"\u5982\u679c\u672a\u8bbe\u7f6egpu":112,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":56,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":56,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":56,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":106,"\u5982\u679c\u68c0\u67e5\u5230\u5206\u914d\u5728\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u53c2\u6570\u7684\u5206\u5e03\u4e0d\u5747\u5300\u6b21\u6570\u5927\u4e8echeck":110,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":87,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":95,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":98,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":110,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":97,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":84,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":125,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":85,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":55,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":97,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":106,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":108,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":80,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[80,89],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[80,89],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":97,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":99,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":96,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":73,"\u5982\u679c\u8981\u542f\u7528gpu":108,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":98,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":98,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":85,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":85,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":110,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":98,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":55,"\u5982\u679c\u8f93\u51fa\u662fno":87,"\u5982\u679c\u8fd0\u884c":80,"\u5982\u679c\u8fd0\u884c\u6210\u529f":126,"\u5982\u679c\u8fd8\u4e0d\u884c":80,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[89,91],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":99,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":99,"\u5982\u679c\u9700\u8981\u83b7\u53d6":89,"\u5982\u679ccuda":100,"\u5982\u679clearning_rate\u592a\u5927":85,"\u5982\u679clearning_rate\u592a\u5c0f":85,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":100,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":100,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":80,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":120,"\u5982\u679cparamet":34,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":98,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":83,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":98,"\u5982\u9ad8\u4eae\u90e8\u5206":106,"\u5982train":108,"\u5b50":93,"\u5b50\u53e5":95,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":95,"\u5b50\u76ee\u5f55":97,"\u5b57\u5178\u5171\u5305\u542b":125,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":125,"\u5b57\u6bb5\u4e2d":115,"\u5b57\u6bb5\u4e3a\u4f8b":83,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":115,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":115,"\u5b57\u6bb5\u8bbe\u4e3a":73,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b58\u50a8\u5377":113,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":97,"\u5b66\u4e60\u6210\u672c\u9ad8":55,"\u5b66\u4e60\u7387\u4e3a":85,"\u5b81\u6ce2":93,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":126,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":99,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":99,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53eb\u505a":96,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":108,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":98,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":106,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":99,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":96,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":96,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":108,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":126,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":84,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":91,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":99,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":93,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":93,"\u5b83\u6709\u52a9\u4e8e\u5e2e\u52a9\u9891\u7e41\u4fee\u6539\u548c\u8bbf\u95ee\u5de5\u4f5c\u533a\u6587\u4ef6\u7684\u7528\u6237\u51cf\u5c11\u8d1f\u62c5":108,"\u5b83\u7684":96,"\u5b83\u7684\u529f\u80fd\u662f":100,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":92,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":99,"\u5b83\u8868\u793a":97,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":99,"\u5b89\u6392":93,"\u5b89\u88c5":105,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":91,"\u5b89\u88c5\u540e":87,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":56,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":102,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":102,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[108,120],"\u5b89\u88c5\u5b8c\u6bd5\u540e":105,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":97,"\u5b89\u88c5\u6587\u6863":90,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":108,"\u5b89\u88c5\u6d41\u7a0b":127,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":127,"\u5b89\u9759":93,"\u5b8c\u6210":98,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":95,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":115,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":87,"\u5b8c\u6210\u5b89\u88c5":89,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":92,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":90,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":83,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":85,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":99,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":96,"\u5b98\u65b9\u6587\u6863":86,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":95,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":95,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":84,"\u5b9a\u4e49\u4f4d\u7f6e":100,"\u5b9a\u4e49\u5728\u5916\u5c42":95,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":110,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":96,"\u5b9a\u4e49\u7c7b\u578b":100,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":96,"\u5b9a\u4e49\u8f93\u5165":100,"\u5b9a\u4e49\u8f93\u51fa":100,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":96,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":96,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":90,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":93,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":99,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":96,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":99,"\u5b9e\u73b0\u5728":100,"\u5b9e\u73b0\u5bf9":101,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":100,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":99,"\u5b9e\u73b0\u7684":84,"\u5b9e\u73b0\u7b80\u5355":55,"\u5b9e\u73b0\u7ec6\u8282":99,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":99,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":99,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":95,"\u5b9e\u73b0\u8be5\u5c42\u7684c":99,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":84,"\u5b9e\u9645\u4e0a\u53ea\u6709":126,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":83,"\u5ba2\u6237":93,"\u5bb6":93,"\u5bb9\u5668":113,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":113,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":115,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":119,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":83,"\u5bbf\u4e3b\u673a\u7684c":[119,120,121],"\u5bbf\u4e3b\u673a\u76ee\u5f55":113,"\u5bc4\u5b58\u5668\u4f7f\u7528\u60c5\u51b5\u548c\u5171\u4eab\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u80fd\u8ba9\u6211\u4eec\u5bf9gpu\u7684\u6574\u4f53\u4f7f\u7528\u6709\u66f4\u597d\u7684\u7406\u89e3":106,"\u5bf9":93,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,90],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,90],"\u5bf9\u4e8e":96,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":108,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":108,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":55,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":93,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":97,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":93,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":93,"\u5bf9\u4e8e\u53cc\u5c42rnn":93,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":55,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":93,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":87,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":55,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":55,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":105,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":99,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":108,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":93,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":93,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":56,"\u5bf9\u4e8e\u6bcf\u79cdc":56,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":127,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":96,"\u5bf9\u4e8eamazon":127,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":106,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":99,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":85,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":98,"\u5bf9\u5e94":120,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":95,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":95,"\u5bf9\u5e94\u4e8e\u5b57\u5178":125,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":100,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":127,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":99,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":99,"\u5bf9\u6bd4":55,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":100,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":99,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":98,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":98,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":127,"\u5bf9\u8c61":85,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":56,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":95,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":73,"\u5bf9\u9762":93,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,90],"\u5bfb\u627epython\u4e0ec":105,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":56,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":83,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":83,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":83,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":80,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":85,"\u5c01\u88c5\u4e86":106,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":99,"\u5c06":[2,73,85,106,127],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":96,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":108,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":119,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":119,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":110,"\u5c06\u5176\u8bbe\u7f6e\u6210":83,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":93,"\u5c06\u542b\u6709\u5b50\u53e5":95,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":113,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":93,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":110,"\u5c06\u5927\u91cf\u7684":55,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":85,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":96,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":105,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":105,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":108,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":125,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":73,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":99,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":85,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":98,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":115,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":115,"\u5c06\u7528\u4e8epython":100,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":115,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":125,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":115,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":127,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":108,"\u5c06\u8fd9\u79cd\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u8fde\u63a5\u7528\u4e00\u4e2a\u7279\u6b8a\u7684\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5b9e\u73b0":93,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":98,"\u5c06\u900f\u660e":108,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":83,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":87,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":115,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":73,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":108,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":85,"\u5c06recurr":84,"\u5c1a\u53ef":93,"\u5c31":93,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":86,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":105,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":87,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":113,"\u5c31\u53ef\u4ee5\u6309":97,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":83,"\u5c31\u662f":93,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":106,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":127,"\u5c31\u8fd9\u4e48\u7b80\u5355":87,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":106,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":55,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":87,"\u5c3a\u5bf8":126,"\u5c3d\u65e9\u62a5\u9519":100,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":99,"\u5c42\u6743\u91cd":126,"\u5c42\u6b21\u5316\u7684rnn":95,"\u5c42\u7279\u5f81":126,"\u5c42\u7684\u540d\u79f0\u4e0e":96,"\u5c42\u7684\u5927\u5c0f":99,"\u5c42\u7684\u7279\u5f81":126,"\u5c42\u7684\u7c7b\u578b":99,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":96,"\u5c45\u7136":93,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":127,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":105,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":84,"\u5c5e\u6027":100,"\u5de5\u4f5c\u6a21\u5f0f":110,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":108,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":108,"\u5de5\u5177\u5408\u5e76fat\u5e93":120,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":102,"\u5de5\u5177\u6765\u7ba1\u7406":98,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":102,"\u5de5\u5177\u94fe":119,"\u5de5\u5177\u94fe\u7684android":119,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":105,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":126,"\u5de6\u8fb9\u662f":126,"\u5dee\u8bc4":127,"\u5df2\u6253\u5f00":98,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":110,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":106,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":100,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":95,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":95,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":92,"\u5e38\u5e38\u51fa\u73b0":80,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":127,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[119,120],"\u5e38\u89c1\u7684\u5305\u62ec":105,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":113,"\u5e72\u51c0":93,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":125,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e0d\u4fdd\u8bc1":99,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":93,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":115,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":93,"\u5e76\u4e0d\u96be":97,"\u5e76\u4e14":[2,96],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":87,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":101,"\u5e76\u4e14\u4f1a\u6839\u636e":119,"\u5e76\u4e14\u4f7f\u7528":56,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":93,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":112,"\u5e76\u4e14\u5305\u62ecunit":98,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":126,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":83,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":115,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":55,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":127,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":126,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":90,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":120,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":97,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":80,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":100,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":98,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":55,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":100,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":98,"\u5e76\u4e14\u8fd0\u884c":97,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":99,"\u5e76\u4e14cpu":100,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":85,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":108,"\u5e76\u4f7f\u7528\u4e86dropout":127,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":108,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":98,"\u5e76\u521b\u5efaoptim":90,"\u5e76\u521d\u59cb\u5316":100,"\u5e76\u5220\u9664":73,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":73,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":89,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":108,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":99,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":96,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":99,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":84,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":100,"\u5e76\u5b89\u88c5\u4e86python":80,"\u5e76\u5b89\u88c5\u6700\u65b0":89,"\u5e76\u5b89\u88c5\u6709python2":91,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":108,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":80,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":99,"\u5e76\u5c06":73,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":96,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":84,"\u5e76\u5c06c":56,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":87,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":81,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":108,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":89,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":55,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":100,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":100,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":91,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":125,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":89,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[119,121],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":108,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":108,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u89c2\u5bdf\u7ed3\u679c":106,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":100,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":98,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":90,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":73,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":127,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":73,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":100,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":105,"\u5e8a\u4e0a\u7528\u54c1":93,"\u5e8a\u57ab":93,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":92,"\u5e8f\u5217\u6570\u636e\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u9762\u5bf9\u7684\u4e00\u79cd\u4e3b\u8981\u8f93\u5165\u6570\u636e\u7c7b\u578b":95,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":92,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":95,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":95,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":92,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":83,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":96,"\u5e94\u7528\u6a21\u578b":127,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":98,"\u5e94\u8be5":93,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":96,"\u5e94\u8be5\u8bf4\u8c22\u8c22":98,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":97,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":85,"\u5e95\u5c42\u8fdb\u7a0b":108,"\u5efa\u7acb\u4e00\u4e2a":98,"\u5efa\u8bae":[73,88,98],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":110,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":56,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":98,"\u5f00\u53d1\u5206\u652f":89,"\u5f00\u53d1\u8005\u4f7f\u7528":97,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":73,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":73,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":73,"\u5f00\u53d1\u955c\u50cf":98,"\u5f00\u542f":86,"\u5f00\u5934\u7684\u90e8\u5206":108,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":108,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f00\u59cb\u6807\u8bb0":96,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":108,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":127,"\u5f00\u59cb\u9636\u6bb5":106,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":109,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":96,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":95,"\u5f3a\u70c8\u63a8\u8350":93,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":96,"\u5f53":112,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":99,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":85,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":96,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":85,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":99,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":93,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":108,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":108,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":108,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":127,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":127,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":73,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":110,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":110,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":113,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":85,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":85,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":105,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":115,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":110,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":127,"\u5f53\u6a21\u5f0f\u4e3a":110,"\u5f53\u7136":[87,106],"\u5f53\u7136\u53ef\u4ee5":97,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":56,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":84,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":99,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":96,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":110,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":112,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":101,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f53n1":83,"\u5f62\u6210recurr":95,"\u5f62\u6210recurrent\u8fde\u63a5":95,"\u5f62\u72b6":126,"\u5f88":[93,127],"\u5f88\u591a":[93,97],"\u5f88\u5b89\u9759":93,"\u5f88\u5e72\u51c0":93,"\u5f88\u65b9\u4fbf":93,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":106,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":81,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":55,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":93,"\u5f97\u4f7f\u7528":55,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":127,"\u5f97\u5230\u8f93\u51fa\u503c":100,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":95,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":96,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":96,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":96,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":96,"\u5faa\u73af\u7f51\u7edc\u4ece":96,"\u5fc5\u8981":56,"\u5fc5\u9009":108,"\u5fc5\u987b":99,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":93,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":95,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":96,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[119,120],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":120,"\u5fc5\u987b\u914d\u7f6e\u4e3a":121,"\u5feb":93,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":113,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":113,"\u6027\u4ef7\u6bd4":93,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":105,"\u6027\u80fd\u5206\u6790":106,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":106,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":106,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":97,"\u6027\u80fd\u8c03\u4f18":109,"\u6027\u80fdtip":[119,120],"\u603b\u4f53\u6765\u8bf4":93,"\u603b\u7aef\u53e3\u4e2a\u6570":108,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":125,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":87,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":106,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":89,"\u60a8\u53ef\u4ee5\u4efb\u610f\u4f7f\u7528\u4e00\u4e2a\u6216\u4e24\u4e2a\u6765\u5bf9\u611f\u5174\u8da3\u7684\u4ee3\u7801\u6bb5\u505a\u6027\u80fd\u5206\u6790":106,"\u60a8\u53ef\u4ee5\u5728":87,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":87,"\u60a8\u53ef\u4ee5\u5bfc\u5165":106,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":108,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":106,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":108,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":96,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":106,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":106,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":106,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":106,"\u60c5\u611f\u5206\u6790":73,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":102,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":96,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":110,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":110,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":110,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":110,"\u611f\u89c9":93,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":115,"\u6210\u5458":100,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":108,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":99,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":106,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":56,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":90,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":99,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":114,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":115,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":127,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":108,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":99,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":99,"\u6211\u4eec\u4f7f\u7528":99,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":90,"\u6211\u4eec\u4f7f\u7528\u4e86":93,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":55,"\u6211\u4eec\u4f7f\u7528paddl":108,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":126,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":112,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":101,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":90,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":114,"\u6211\u4eec\u53ea\u9700\u8981":97,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":93,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":127,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":98,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":97,"\u6211\u4eec\u53ef\u4ee5":97,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":105,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":90,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":96,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":90,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":101,"\u6211\u4eec\u53ef\u4ee5\u5728":98,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":105,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":90,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":90,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":92,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":105,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":95,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":105,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":115,"\u6211\u4eec\u5728":101,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":96,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":127,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":96,"\u6211\u4eec\u5c06":115,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":93,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":114,"\u6211\u4eec\u5c06\u4ee5":127,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":127,"\u6211\u4eec\u5c06\u4f7f\u7528":96,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":96,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":93,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":127,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":109,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":127,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":127,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":127,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":98,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":96,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":99,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":99,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":84,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":127,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":119,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[87,108],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":86,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":86,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":126,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":87,"\u6211\u4eec\u63d0\u4f9b\u4e86c":126,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":87,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":93,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":96,"\u6211\u4eec\u7684":97,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":125,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":98,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":93,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":93,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":98,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":92,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":101,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":114,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":96,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":93,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":100,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":93,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":115,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":127,"\u6211\u4eec\u9700\u8981":97,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":101,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":114,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":108,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":101,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":99,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":125,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":90,"\u6211\u5220\u9664\u4e86":98,"\u6211\u53ef\u4ee5\u7528":97,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":97,"\u6216":[2,106,120],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u6216\u4e00\u4e2a\u5411\u91cf":95,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u6216\u6700\u5927\u503c":92,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":92,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":92,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":108,"\u6216\u8005":[55,56,83,92,93,97,98,100,105,106],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[92,95],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":106,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":87,"\u6216\u8005\u53cd\u5411\u5730\u4ece":96,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":108,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":110,"\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":34,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":109,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":93,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":92,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":106,"\u6216\u8005\u66f4\u65e9":85,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":93,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":126,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":83,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[119,121],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":83,"\u6216\u8005\u8fd0\u884c":80,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":112,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216gpu":110,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":83,"\u623f":93,"\u623f\u95f4":93,"\u6240\u4ee5":[2,83,87,105],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":84,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":83,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":114,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":93,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":113,"\u6240\u4ee5\u5bf9":93,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":108,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":106,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":114,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":115,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":89,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":93,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":89,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":84,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":99,"\u6240\u4f7f\u7528":120,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":119,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":93,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":56,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":98,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":110,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":108,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":119,"\u6240\u6709\u7684":[98,99],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":99,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":56,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":93,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":99,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":99,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":56,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":99,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":96,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":127,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":126,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":119,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":121,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":55,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":89,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":93,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":106,"\u6253\u5f00":106,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":102,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":56,"\u6267\u884c":[91,108],"\u6267\u884c\u4e0a\u8ff0":119,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":86,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":108,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":89,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":108,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":91,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":100,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":86,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":87,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[119,120,121],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":108,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":96,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":108,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[119,120,121],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":106,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":126,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":113,"\u627e\u5230":[86,96,108],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":81,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":106,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":106,"\u628a":[35,99],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":101,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":97,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":114,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":97,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":96,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":96,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":125,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":125,"\u62c6\u89e3":95,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":93,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":108,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":108,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":115,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":108,"\u62fc\u63a5":83,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":127,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":87,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":108,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":105,"\u6307\u5411\u4e00\u4e2alayer":95,"\u6307\u5b9a":[83,84,95,96],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":110,"\u6307\u5b9a\u4f7f\u75282":83,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":127,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":100,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":110,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":105,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":100,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":87,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":126,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":126,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":86,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":126,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":126,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":100,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":127,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":102,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":127,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":95,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":83,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":127,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":87,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":110,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":93,"\u6307\u5f00\u542fhttp\u670d\u52a1":105,"\u6307\u6d88\u9664\u74f6\u9888":105,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":110,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":110,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":110,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":110,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":110,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":110,"\u6307\u793a\u662f\u5426\u68c0\u67e5\u6240\u6709\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u7684\u5206\u5e03\u662f\u5747\u5300\u7684":110,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":110,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":115,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":97,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":84,"\u6309\u94ae":98,"\u633a":93,"\u633a\u597d":93,"\u6355\u83b7":127,"\u6362":93,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":92,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":90,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":90,"\u63a5\u4e0b\u6765":[100,127],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":106,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":106,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":98,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":98,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":127,"\u63a5\u4e0b\u6765\u7b49\u5f85":98,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":100,"\u63a5\u53e3":[55,56,100,101],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":101,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":56,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":126,"\u63a5\u53e3\u662f":35,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":101,"\u63a5\u53e3\u6709\u4e00\u4e2a":83,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":127,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":126,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":126,"\u63a5\u53e3\u7684":83,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236":110,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":99,"\u63a8\u8350":93,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":86,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":86,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":98,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":97,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":127,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":100,"\u63cf\u8ff0\u95ee\u9898":98,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":113,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":102,"\u63d0\u4ea4pull":98,"\u63d0\u4f9b":108,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":115,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":108,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":105,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":108,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":108,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":92,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":108,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":125,"\u63d0\u793a":80,"\u641c\u7d22\u4ee3\u7801\u5e93":102,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":90,"\u64cd\u4f5c":93,"\u64cd\u4f5c\u7cfb\u7edf":[89,97],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":121,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[94,95],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":108,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":119,"\u652f\u6301\u7684\u6700\u5c0fandroid":119,"\u652f\u6301\u7f16\u8bd1\u5668":119,"\u652f\u6301rbd":113,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":115,"\u653e\u5fc3":93,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u6548\u679c\u5982\u4e0b":105,"\u6548\u679c\u603b\u7ed3":127,"\u6559\u7a0b":87,"\u6570":95,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":95,"\u6570\u636e":44,"\u6570\u636e\u4e2d0":85,"\u6570\u636e\u5206\u7247":108,"\u6570\u636e\u5217\u8868":126,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":125,"\u6570\u636e\u63d0\u4f9b\u5668":109,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":55,"\u6570\u636e\u8f93\u5165":95,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":127,"\u6570\u76ee":112,"\u6574\u4f53":93,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":93,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":115,"\u6574\u6570":99,"\u6574\u6570\u6807\u7b7e":[2,90],"\u6574\u6d01":93,"\u6587\u4ef6":[55,97,98,100,114],"\u6587\u4ef6\u4e2d":[100,115,126],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":126,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":126,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":100,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":100,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":100,"\u6587\u4ef6\u4e2d\u7684":126,"\u6587\u4ef6\u4e3a":83,"\u6587\u4ef6\u4e4b\u5916":98,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":126,"\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":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":55,"\u6587\u4ef6\u540d":105,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":108,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u547d\u540d\u4ee5":100,"\u6587\u4ef6\u59390":115,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":102,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u6587\u4ef6\u7684\u6539\u53d8":98,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":127,"\u6587\u4ef6model":112,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":87,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":127,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":127,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":127,"\u6587\u6863":80,"\u6587\u68631":101,"\u6587\u68632":101,"\u6587\u6863\u8f83\u5c11":101,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":102,"\u6587\u7ae0":115,"\u65b0":93,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":99,"\u65b0\u624b\u5165\u95e8":118,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":73,"\u65b9\u4fbf":93,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":88,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":73,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u5f0f1":83,"\u65b9\u5f0f2":83,"\u65b9\u6cd5\u4e00":112,"\u65b9\u6cd5\u4e09":112,"\u65b9\u6cd5\u4e8c":112,"\u65c1\u8fb9":93,"\u65e0":93,"\u65e0\u5ef6\u8fdf":110,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":55,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65e0\u9ed8\u8ba4\u503c":[119,121],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":81,"\u65e9\u9910":93,"\u65f6":[34,83,85,92,96,99,110,115,119],"\u65f6\u5019":93,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":127,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":120,"\u65f6\u88ab\u8bad\u7ec3\u7684":99,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":112,"\u65f6\u95f4":93,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":93,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":85,"\u6620\u5c04\u4e3a":97,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":99,"\u662f":[44,80,89,93],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":99,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":106,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":106,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":92,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":55,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":106,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":112,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":56,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":99,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":105,"\u662f\u4e00\u4e2aunbound":95,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,90],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":95,"\u662f\u4e00\u7ec4":113,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":114,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":55,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":85,"\u662f\u504f\u5dee":96,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":56,"\u662f\u5411\u91cf":99,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":86,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":95,"\u662f\u5426\u4f7f\u7528":120,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":86,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":110,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":99,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":119,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[119,120],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":86,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[119,121],"\u662f\u5426\u4f7f\u80fd":120,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":86,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":100,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":108,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":110,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":86,"\u662f\u5426\u5fc5\u9009":108,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":110,"\u662f\u5426\u652f\u6301gpu":86,"\u662f\u5426\u663e\u793a":110,"\u662f\u5426\u7a00\u758f":99,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":86,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":86,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":86,"\u662f\u5426\u7f16\u8bd1c":120,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":86,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":86,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":86,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":110,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":97,"\u662f\u56e0\u4e3ac99\u652f\u6301":55,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":96,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":99,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":99,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":105,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":87,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":92,"\u662f\u6211\u4eec":98,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":105,"\u662f\u6307":56,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":93,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":93,"\u662f\u6570\u636e\u8f93\u5165":96,"\u662f\u6709\u610f\u4e49\u7684":93,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":96,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":97,"\u662f\u7528\u6237\u4f7f\u7528c":56,"\u662f\u7684":97,"\u662f\u77e9\u9635":99,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":99,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":99,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":99,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":99,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":99,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":99,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":99,"\u662f\u8f93\u5165":96,"\u662f\u8fd9\u4e00\u7c7b\u7684":84,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":126,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":106,"\u662fc":56,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":95,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":113,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":106,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":95,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":127,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":113,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":99,"\u662frnn\u72b6\u6001":96,"\u663e":127,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u7136":105,"\u665a":93,"\u6682\u4e0d\u8003\u8651\u5728\u5185":83,"\u6682\u65e0":89,"\u6682\u65f6\u4e0d\u652f\u6301python3":89,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":56,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":97,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":80,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":101,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":95,"\u66f4\u5feb":96,"\u66f4\u65b0":80,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":97,"\u66f4\u65b0\u6a21\u5f0f":83,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":102,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":83,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":85,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":127,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":91,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":127,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":127,"\u66f4\u8fdb\u4e00\u6b65":95,"\u66f4\u9ad8":96,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":95,"\u6700":93,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":115,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,87,98,99,108,127],"\u6700\u540e\u4e00\u4e2a":92,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":90,"\u6700\u540e\u518d\u8c03\u7528mutabl":101,"\u6700\u540e\u5220\u9664":73,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":99,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":120,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":110,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":55,"\u6700\u65b0\u7684\u4ee3\u7801":98,"\u6700\u65b0\u7684paddlepaddl":[80,87],"\u6700\u7ec8":99,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":95,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":90,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":95,"\u6708\u6e56":93,"\u6709":93,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":113,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[119,120,121],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":99,"\u6709\u4e9b\u5c42\u6216\u8005\u6fc0\u6d3b\u9700\u8981\u505a\u5f52\u4e00\u5316\u4ee5\u4fdd\u8bc1\u5b83\u4eec\u7684\u8f93\u51fa\u7684\u548c\u662f\u4e00\u4e2a\u5e38\u6570":99,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":83,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":97,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[119,120],"\u6709\u5173":93,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":119,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":90,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":115,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":108,"\u6709\u591a\u96be":97,"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":97,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":97,"\u6709\u6807\u51c6\u7684":55,"\u6709\u7684\u65f6\u5019":55,"\u6709\u7684\u65f6\u5019\u7b80\u7b80\u5355\u5355\u7684\u6539\u53d8\u5c31\u80fd\u5728\u6027\u80fd\u4e0a\u4ea7\u751f\u660e\u663e\u7684\u4f18\u5316\u6548\u679c":106,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":80,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":105,"\u670d\u52a1":93,"\u670d\u52a1\u5458":93,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":108,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":85,"\u672a\u77e5\u8bcd":125,"\u672a\u8bbe\u7f6e":120,"\u672c\u4f8b\u4e2d\u4e3a0":125,"\u672c\u4f8b\u4e2d\u4e3a32":125,"\u672c\u4f8b\u4e2d\u4e3a4":125,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":93,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":127,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":127,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":127,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":127,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":73,"\u672c\u5730":[80,89],"\u672c\u5730\u6d4b\u8bd5":109,"\u672c\u5730\u8bad\u7ec3":109,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":82,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":112,"\u672c\u5b9e\u4f8b\u4e2d":125,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":127,"\u672c\u5c42\u5c3a\u5bf8":126,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":126,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":126,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":100,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":96,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":126,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":93,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":97,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":93,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":93,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":113,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":115,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":108,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":125,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":113,"\u672c\u6587\u6863\u5c06\u4ee5linux":119,"\u672c\u6587\u6863\u63cf\u8ff0paddl":56,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":120,"\u672c\u6765":93,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":115,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":115,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":115,"\u672c\u6b21\u8bd5\u9a8c":127,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":93,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":93,"\u673a\u5668\u4e0a\u4ee5\u53ca":121,"\u673a\u5668\u7684\u8bbe\u5907":112,"\u673a\u5668\u7ffb\u8bd1":73,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":110,"\u6761\u4ef6\u4e0b":113,"\u6765":93,"\u6765\u4ee3\u66ff":98,"\u6765\u4f7f\u7528dropout":84,"\u6765\u4f7f\u7528dropout\u7684":84,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":99,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":106,"\u6765\u521d\u59cb\u5316\u53c2\u6570":85,"\u6765\u542f\u52a8\u548c":97,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":90,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":93,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":127,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[119,120],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":99,"\u6765\u6267\u884c":97,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":126,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":101,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":100,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":90,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u6765\u6ce8\u518c\u8be5\u5c42":99,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":112,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":97,"\u6765\u786e\u4fdd\u628a":55,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":97,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":99,"\u6765\u8868\u793a":96,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":55,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":83,"\u6765\u8ba1\u7b97\u68af\u5ea6":99,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":93,"\u6765\u8bbe\u7f6e":85,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":98,"\u6765\u8c03\u7528":97,"\u6765\u8fd0\u884c\u5305\u62ec":97,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":97,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":106,"\u6765\u8fd0\u884c\u955c\u50cf":87,"\u6765\u8fdb\u884c\u8ba8\u8bba":56,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":83,"\u676f\u5b50":93,"\u6784\u5efa":119,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":119,"\u6784\u5efa\u76ee\u6807\u4e3a":120,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":92,"\u6784\u9020":115,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":100,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":100,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":120,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":120,"\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u4e00\u4e2a\u8f93\u5165\u4e3a\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":93,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":109,"\u67e5\u770b":[98,127],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":98,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":98,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":98,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":81,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":114,"\u6807\u51c6":89,"\u6807\u51c6\u5dee\u4e3a":85,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":73,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":105,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":105,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":110,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":105,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":105,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":105,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":97,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":119,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":112,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":115,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":125,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":110,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":101,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":109,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":110,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":110,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":114,"\u6839\u636eport":108,"\u683c\u5f0f":110,"\u683c\u5f0f\u5982\u4e0b":127,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":100,"\u683c\u5f0f\u8bf4\u660e":125,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":120,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":120,"\u68af\u5ea6\u4f1a\u5c31\u5730":99,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":108,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":110,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":99,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":110,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":99,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":99,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":100,"\u68d2":127,"\u697c\u5c42":93,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":101,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":83,"\u6a21\u578b\u5171\u5305\u542b1":125,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":127,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":108,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":96,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":96,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":96,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":125,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":96,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":127,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":90,"\u6a21\u578b\u8def\u5f84":126,"\u6a21\u578b\u914d\u7f6e":[0,82],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":55,"\u6a21\u578b\u91c7\u7528":125,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":105,"\u6a2a\u5411\u62fc\u63a5":83,"\u6b21":93,"\u6b22\u8fce\u901a\u8fc7":98,"\u6b63\u6837\u672c":127,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":80,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":109,"\u6b64\u547d\u4ee4\u5c06\u5728":119,"\u6b64\u5904":125,"\u6b64\u5904\u90fd\u4e3a2":93,"\u6b64\u5916":[84,97,98,119],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":105,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":106,"\u6b64\u65f6\u53ea\u9700\u8981":97,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":83,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":85,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":81,"\u6b64\u90e8\u5206\u7684\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":108,"\u6b65\u9aa4":83,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":95,"\u6bcf\u4e00\u4e2a":73,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":127,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":93,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":93,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":108,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":83,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":105,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":93,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u6bcf\u4e2a\u5355\u5c42rnn":95,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":108,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":93,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":96,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":96,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":93,"\u6bcf\u4e2a\u5c42\u5728\u5176":99,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":127,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":110,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":95,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":93,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":99,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":93,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":93,"\u6bcf\u4e2a\u72b6\u6001":95,"\u6bcf\u4e2a\u7ebf\u7a0b":110,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":110,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":110,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":99,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":99,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":108,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":98,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":127,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":127,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":115,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":108,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":108,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":108,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":108,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":110,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":112,"\u6bcf\u6279\u6b21":110,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":98,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":98,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":127,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":105,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":125,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":126,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":125,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":99,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":110,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":110,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":110,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":110,"\u6bcf\u969410\u5206\u949f":34,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":127,"\u6bcfdot":110,"\u6bcflog":110,"\u6bcfsave":110,"\u6bcftest":110,"\u6bd4\u5982":[35,81,83,87,97,98,127],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":93,"\u6bd4\u5982\u5728":87,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":98,"\u6bd4\u5982\u5c06":73,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":120,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[119,121],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982\u8282\u70b9\u7684id":108,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":85,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":113,"\u6bd4\u5982cento":89,"\u6bd4\u5982fpe":81,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":98,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6bd4\u5982pil\u5e93\u7b49":108,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":105,"\u6c34\u6e29":93,"\u6c49\u5ead":93,"\u6ca1":93,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":125,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[80,89],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[119,121],"\u6ce8":[34,87],"\u6ce8\u518c":100,"\u6ce8\u518ccpu":100,"\u6ce8\u518cop":100,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":100,"\u6ce8\u610f":[2,86,90,96,99,102,105,108,115,119,120,121],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":115,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":112,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":115,"\u6ce8\u91ca":100,"\u6cf3\u6c60":93,"\u6d41":93,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":98,"\u6d44":93,"\u6d4b\u8bd5":98,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":110,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":98,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":112,"\u6d4b\u8bd5docker\u955c\u50cf":73,"\u6d4b\u8bd5model_list":109,"\u6d4b\u8bd5oper":100,"\u6d4b\u8bd5save_dir":109,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":83,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":125,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":99,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":105,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":105,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":96,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":100,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":115,"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":100,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":100,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":100,"\u6e05\u7406":97,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":80,"\u6e29\u99a8":93,"\u6e90\u4ee3\u7801":127,"\u6e90\u4ee3\u7801\u683c\u5f0f":98,"\u6e90\u5e8f\u5217":96,"\u6e90\u7801\u4e0edemo":114,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":97,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":125,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":125,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":125,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":126,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":126,"\u6fc0\u6d3b":99,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":127,"\u6fc0\u6d3b\u65b9\u7a0b":99,"\u6fc0\u6d3b\u7684\u7c7b\u578b":99,"\u70b9\u51fb":89,"\u70b9\u51fb\u8fd9\u91cc":102,"\u70ed\u60c5":93,"\u7136\u540e":[106,108,125],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":108,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":95,"\u7136\u540e\u4f7f\u7528":120,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":101,"\u7136\u540e\u5355\u51fb":98,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":108,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":115,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":126,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":93,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":87,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":85,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":80,"\u7136\u540e\u5b9a\u4e49":96,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":115,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":84,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u6240\u6709\u7528":98,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7136\u540e\u6253\u5370\u8f93\u51fa":90,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":126,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":114,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":98,"\u7136\u540e\u70b9\u51fb":98,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":115,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":99,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":115,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":115,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":80,"\u7136\u800c":[96,110],"\u7248\u672c":[86,89,97,120],"\u7248\u672c\u5206\u652f":73,"\u7248\u672c\u53f7":73,"\u7248\u672c\u53f7rc":73,"\u7248\u672c\u5728":98,"\u7248\u672c\u8bf4\u660e":89,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":73,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":83,"\u7279\u5f81\u56fe\u5747\u503c":126,"\u7279\u5f81\u56fe\u65b9\u5dee":126,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":126,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":88,"\u72ec\u7acb\u5de5\u5177\u94fe":119,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":119,"\u73af\u5883\u53d8\u91cf":[108,115],"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":83,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":55,"\u7406\u89e3":97,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":106,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u4ea7\u955c\u50cf":98,"\u751f\u6210":115,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":55,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":102,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":96,"\u751f\u6210\u6587\u6863":55,"\u751f\u6210\u7684":35,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":105,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":115,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":83,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":99,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":98,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":105,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":100,"\u751f\u6210api\u6587\u6863":55,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":105,"\u7528":44,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":127,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":99,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":112,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":84,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":110,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":125,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":100,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":108,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":110,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":84,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":96,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":108,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":96,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":93,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":105,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u4eceapp":120,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":95,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":102,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":119,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":102,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":125,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":56,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":127,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":56,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":110,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":112,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":119,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":86,"\u7528\u6237\u53ef\u5c06":119,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":120,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":119,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":119,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":119,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":84,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":80,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":85,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":115,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":80,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":125,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[119,120,121],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[84,85],"\u7528\u6237\u901a\u8fc7c":56,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":112,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[119,121],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":80,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":119,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":97,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":99,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":105,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":115,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":88,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":105,"\u7531":[84,95],"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":93,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":113,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":93,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":99,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":126,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":119,"\u7531\u4e8ec":55,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8eeigen":101,"\u7531\u4e8epypi":73,"\u7531\u4e8estep":95,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":101,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":92,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7535\u8111":93,"\u767b\u5f55\u5230head\u8282\u70b9":108,"\u7684":[89,93,97,98,101,108,114,115,120,127],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":95,"\u7684\u4e3a0":110,"\u7684\u4efb\u4e00\u4e00\u79cd":83,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":101,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":92,"\u7684\u503c":[119,120,121],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":119,"\u7684\u504f\u7f6e\u5411\u91cf":99,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":100,"\u7684\u5185\u5b58":83,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":115,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":106,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":126,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":100,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":110,"\u7684\u53d8\u6362\u77e9\u9635":99,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":96,"\u7684\u5411\u91cf":99,"\u7684\u542f\u52a8\u53c2\u6570":115,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":115,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":105,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":55,"\u7684\u5730\u5740":113,"\u7684\u5730\u65b9":98,"\u7684\u5747\u5300\u5206\u5e03":85,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":108,"\u7684\u5934\u6587\u4ef6":55,"\u7684\u5b9e\u73b0":100,"\u7684\u5e73\u5747\u503c":92,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":93,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":98,"\u7684\u5f00\u53d1\u6d41\u7a0b":97,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":100,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":105,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":105,"\u7684\u6027\u80fd\u6709\u95ee\u9898":105,"\u7684\u63a5\u53e3\u6837\u5f0f":55,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":98,"\u7684\u64cd\u4f5c":101,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":127,"\u7684\u6570\u76ee\u4e00\u81f4":92,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":98,"\u7684\u65b9\u7a0b":99,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":83,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":93,"\u7684\u6700\u5c0f\u503c":110,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":98,"\u7684\u6784\u9020\u51fd\u6570":100,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":96,"\u7684\u6837\u5f0f":98,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":95,"\u7684\u6839\u76ee\u5f55":120,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":95,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":98,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":55,"\u7684\u7248\u672c":[97,121],"\u7684\u7248\u672c\u53f7":125,"\u7684\u7279\u5f81":126,"\u7684\u72b6\u6001":95,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":119,"\u7684\u77e9\u9635":[83,99],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":99,"\u7684\u7b2ci\u4e2a\u503c":99,"\u7684\u7b2cj\u4e2a\u503c":99,"\u7684\u7cfb\u7edf":97,"\u7684\u7ef4\u5ea6":125,"\u7684\u7f16\u5199":108,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":119,"\u7684\u7f29\u5199":44,"\u7684\u89c4\u8303":55,"\u7684\u89d2\u5ea6":35,"\u7684\u8ba1\u7b97\u4ee3\u7801":101,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":100,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":127,"\u7684\u8bdd":83,"\u7684\u8be6\u7ec6\u4fe1\u606f":105,"\u7684\u8f93\u5165":95,"\u7684\u8f93\u51fa":106,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":106,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":96,"\u7684\u8f93\u51fa\u683c\u5f0f":93,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":96,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":83,"\u7684\u8fd0\u884c\u73af\u5883":97,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":98,"\u7684\u914d\u7f6e":125,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":97,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":98,"\u7684cpu":100,"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":108,"\u7684paddlepaddle\u5e93":119,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":108,"\u76ee\u524d":95,"\u76ee\u524d\u4f7f\u7528":98,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":121,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u652f\u6301":119,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":92,"\u76ee\u524d\u652f\u6301cento":91,"\u76ee\u524d\u652f\u6301fail":110,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":110,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":95,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":55,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":102,"\u76ee\u5f55":[87,97,108,114,115,119,120,121],"\u76ee\u5f55\u4e0b":[56,99,108,127],"\u76ee\u5f55\u4e0b\u627e\u5230":127,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":100,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":120,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":119,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":80,"\u76ee\u5f55\u4e2d":108,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[119,121],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":120,"\u76ee\u5f55\u4e2d\u7684":106,"\u76ee\u5f55\u4e2dpaddl":115,"\u76ee\u5f55\u548c":[119,120,121],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":115,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":119,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":121,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":127,"\u76ee\u6807\u5411\u91cf":96,"\u76ee\u6807\u5de5\u5177\u94fe":119,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[119,121],"\u76ee\u6807\u67b6\u6784":120,"\u76ee\u6807\u67b6\u6784abi":119,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":85,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":88,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":55,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":56,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":55,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":100,"\u76f4\u63a5\u8fd0\u884c":87,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":127,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":85,"\u76f8\u5bf9":93,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":127,"\u76f8\u5f53":93,"\u76f8\u6bd4":100,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":81,"\u77a7":91,"\u77e9\u9635":109,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":100,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":98,"\u78c1\u76d8\u4e0d\u591f":97,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":81,"\u793a":127,"\u793a\u4f8b":[83,85,126],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":93,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":93,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":93,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":83,"\u793a\u4f8b\u5982\u4e0b":85,"\u793a\u4f8b\u7a0b\u5e8f":108,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":55,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":55,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":90,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":90,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":83,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":101,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":93,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":83,"\u79bb":93,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u79f0\u4e3a":[96,98],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":119,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":92,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":110,"\u79f0\u4f5c\u6709kernel":100,"\u79f0\u4f5ckernel":100,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":99,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":115,"\u7a00\u758f\u768401\u5411\u91cf":[2,90],"\u7a00\u758f\u7684\u5411\u91cf":[2,90],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":112,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":115,"\u7a0b\u5e8f\u4f9d\u8d56":108,"\u7a0b\u5e8f\u505c\u6b62":110,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":105,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":110,"\u7a20\u5bc6\u5411\u91cf":99,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":115,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,90],"\u7a97\u6237":93,"\u7acb\u523b\u9000\u51fa":83,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":86,"\u7ae0\u8282":119,"\u7aef\u53e3":81,"\u7aef\u7684":105,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":83,"\u7b2c":93,"\u7b2c\u4e00\u4e2a":98,"\u7b2c\u4e00\u4e2a\u53c2\u6570":100,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":93,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":73,"\u7b2c\u4e00\u5929":93,"\u7b2c\u4e00\u7ae0\u8282":90,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":126,"\u7b2c\u4e00\u884c\u662f":125,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":100,"\u7b2c\u4e09\u6b65":126,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":73,"\u7b2c\u4e8c\u4e2a":83,"\u7b2c\u4e8c\u4e2a\u4e3a":73,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":100,"\u7b2c\u4e8c\u6b65":[125,126],"\u7b2c\u4e8c\u7c7b":84,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":126,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":99,"\u7b49":[56,81,100],"\u7b49\u4e8e\u6837\u672c\u6570":83,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":56,"\u7b49\u53c2\u6570":115,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":113,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":113,"\u7b49\u6587\u4ef6":56,"\u7b49\u7b49":127,"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":113,"\u7b80\u4ecb":103,"\u7b80\u5199":100,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":100,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":100,"\u7b80\u5355\u6765\u8bf4":106,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":85,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":106,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":114,"\u7b80\u76f4":93,"\u7b97\u6cd5":[83,96],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":96,"\u7c7b\u4f3c":[56,92],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":99,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":109,"\u7c7b\u522bid":127,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":127,"\u7c7b\u540d\u548cc":55,"\u7c7b\u578b":[55,100,110],"\u7c7b\u578b\u4e3a":100,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":101,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":92,"\u7c7b\u578b\u540d\u4e3a":100,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":83,"\u7c7b\u578b\u662fsparse_binary_vector":[2,90],"\u7c7b\u578b\u662fsparse_float_vector":[2,90],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":93,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":100,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":100,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":99,"\u7c7b\u91cd\u5199":100,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":99,"\u7cfb\u6570":100,"\u7cfb\u7edf\u4e2d\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":105,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":100,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":108,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":100,"\u7ea2\u697c\u68a6":125,"\u7ebf\u7a0bid\u53f7":112,"\u7ec6\u8282\u63cf\u8ff0":111,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":83,"\u7ed3\u5408":113,"\u7ed3\u5c3e":100,"\u7ed3\u675f\u6807\u8bb0":96,"\u7ed3\u6784\u5982\u4e0b\u56fe":125,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":105,"\u7ed3\u679c\u8f93\u51fa\u5230":97,"\u7ed3\u8bba":55,"\u7ed9":93,"\u7ed9\u4e2a\u7b80\u5355\u7684":98,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":95,"\u7edf\u4e00\u7528":35,"\u7ee7\u627f\u81ea":100,"\u7ee7\u627f\u81eaoperatorbas":100,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":93,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":93,"\u7ef4\u5ea6\u4e3aword_dim":127,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":127,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":127,"\u7ef4\u62a4":113,"\u7ef4\u7a7a\u95f4":96,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":96,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":83,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":87,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":87,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":115,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":115,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":105,"\u7f16\u5199\u7684\u90e8\u5206":89,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":108,"\u7f16\u53f7\u4ece0\u5f00\u59cb":83,"\u7f16\u7801\u5411\u91cf":96,"\u7f16\u7801\u5668\u8f93\u51fa":96,"\u7f16\u7801\u6e90\u5e8f\u5217":96,"\u7f16\u8bd1":[87,97,98,119],"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":102,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":121,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[119,120],"\u7f16\u8bd1\u5668":[119,120,121],"\u7f16\u8bd1\u5668\u6ca1\u6709":55,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":119,"\u7f16\u8bd1\u578b\u8bed\u8a00":55,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":82,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":119,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":102,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":86,"\u7f16\u8bd1\u5de5\u5177\u94fe":119,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":121,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":105,"\u7f16\u8bd1\u6210\u529f\u540e":100,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":110,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":105,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":105,"\u7f16\u8bd1\u65f6\u6307\u5b9a":105,"\u7f16\u8bd1\u751f\u6210":102,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":73,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":73,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":73,"\u7f16\u8bd1c":56,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":73,"\u7f16\u8bd1paddlepaddl":86,"\u7f16\u8bd1ubuntu\u7684deb\u5305":73,"\u7f16\u8f91":113,"\u7f29\u653e\u53c2\u6570":126,"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":113,"\u7f51\u7edc\u540d\u79f0":127,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":99,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":99,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":99,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":99,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":110,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":99,"\u7f51\u7edc\u6a21\u5757":126,"\u7f51\u7edc\u901a\u4fe1":99,"\u7f51\u7edc\u914d\u7f6e":127,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":126,"\u800c":[84,96,105,114],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":101,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":56,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":55,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":84,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":80,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":93,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":56,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":108,"\u800c\u4e14\u5305\u542b\u4e86c":89,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u4e14cento":89,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":110,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":106,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":106,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":112,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":93,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":100,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":84,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":126,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":101,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":55,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":55,"\u800c\u5b89\u88c5\u5305":[80,89],"\u800c\u5b89\u88c5\u5305\u662f":[80,89],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":93,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":93,"\u800c\u5bf9\u4e8egolang":55,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":55,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":93,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":106,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":83,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":56,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":106,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":109,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":96,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":90,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":112,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":101,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":93,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":93,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":98,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":86,"\u800ceigenvector":101,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":95,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":55,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":90,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":90,"\u8054\u901a":108,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":95,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":95,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":127,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":95,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":84,"\u80fd\u83b7\u53d6":108,"\u811a\u672c":[97,119],"\u811a\u672c\u5f00\u59cb\u65f6":115,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":98,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":108,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":95,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":119,"\u81ea\u52a8\u751f\u6210":102,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":96,"\u81ea\u52a8\u9009\u62e9":120,"\u81ea\u5e95\u5411\u4e0a\u6cd5":127,"\u81ea\u6b64":[119,120],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":97,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":112,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":56,"\u81f3\u5c11\u5305\u542bgcc_3":89,"\u81f3\u5c11\u5305\u542bglibcxx_3":89,"\u81f3\u6b64":[2,93,98],"\u8212\u9002":93,"\u826f\u597d\u7684\u6587\u6863":55,"\u8282\u70b9":108,"\u82e5":99,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":85,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":120,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[119,121],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":92,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":106,"\u82e5\u6709\u5fc5\u8981":99,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":120,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":119,"\u82e5\u73af\u5883\u53d8\u91cf":[119,120,121],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":84,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":92,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":92,"\u82f1\u6587\u6587\u6863":102,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":102,"\u8303\u56f4":112,"\u83b7\u53d6":98,"\u83b7\u53d6\u5229\u7528":127,"\u83b7\u53d6\u53ef\u9009\u7684tag":87,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":89,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":80,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u83b7\u53d6\u6e90\u7801":97,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":127,"\u83b7\u53d6trainer":115,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":99,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":87,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":108,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":108,"\u865a\u62df\u673a\u4e0a":97,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":56,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":108,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":109,"\u884c":125,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":126,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":105,"\u8865\u5145\u4e0a\u6b21\u7684commit":98,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":99,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":99,"\u8868\u793a":100,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":113,"\u8868\u793a\u4e3adeviceid":112,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":93,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":108,"\u8868\u793a\u6570\u636e\u7c7b\u578b":100,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":127,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":100,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":115,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":127,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":127,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":115,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":121,"\u88ab":98,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":108,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"\u88ab\u653e\u5728":99,"\u88ab\u79f0\u4e3a":96,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":106,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":92,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":95,"\u8981\u8c03\u7528":99,"\u89e3\u51b3\u529e\u6cd5\u662f":80,"\u89e3\u51b3\u65b9\u6848\u662f":85,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":115,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":96,"\u89e3\u7801\u5668\u57fa\u4e8e\u7f16\u7801\u6e90\u5e8f\u5217\u548c\u6700\u540e\u751f\u6210\u7684\u76ee\u6807\u8bcd\u9884\u6d4b\u4e0b\u4e00\u76ee\u6807\u8bcd":96,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u89e3\u91ca":127,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":55,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":55,"\u8ba1\u7b97":[96,108],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":96,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":99,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":84,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":96,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":99,"\u8ba1\u7b97\u8282\u70b9":108,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":108,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":99,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":99,"\u8ba1\u7b97\u8f93\u51fa":99,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":108,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":101,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":127,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":56,"\u8bad\u7ec3":109,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":73,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":108,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":106,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":83,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":108,"\u8bad\u7ec3\u65f6":115,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":127,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":96,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":73,"\u8bad\u7ec3\u7a0b\u5e8f":108,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":115,"\u8bad\u7ec3\u811a\u672c":127,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":127,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":115,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":83,"\u8bad\u7ec3\u8f6e\u6b21":127,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":83,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":109,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":110,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":110,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":110,"\u8bad\u7ec3dot_period":109,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":73,"\u8bb0\u5fc6\u6a21\u5757":96,"\u8bba\u6587":126,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":108,"\u8bbe\u4e3a\u672c\u5730":108,"\u8bbe\u5b9a":84,"\u8bbe\u7f6e":[56,83,84,86,119,120],"\u8bbe\u7f6e\u4e3a":99,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":84,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":110,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":110,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":84,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":85,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":85,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[83,103],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":85,"\u8bbe\u7f6e\u6210":85,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":83,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":99,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":100,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":112,"\u8bbe\u7f6egpu":110,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":105,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":115,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":127,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":98,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":98,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":98,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":98,"\u8bc6\u522b\u6570\u5b57":73,"\u8bcd\u5411\u91cf":[73,125],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":125,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":125,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":106,"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":110,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":110,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":110,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":110,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":110,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":110,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":110,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":110,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":110,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":99,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":127,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":110,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":99,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":86,"\u8be5\u6570\u636e\u96c6":125,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":110,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":126,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":105,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":127,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":96,"\u8be5\u7c7b\u7684":100,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":99,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":119,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":126,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":99,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":84,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":93,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":100,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":108,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":127,"\u8be6\u7ec6\u53c2\u8003":86,"\u8be6\u7ec6\u53ef\u53c2\u8003":98,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":126,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":83,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":127,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":86,"\u8be6\u7ec6\u89c1":92,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":73,"\u8bed\u8a00\u6a21\u578b":125,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":105,"\u8bf4\u660e":[34,86,89,108,115],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":98,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":99,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":100,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":87,"\u8bf7\u4fdd\u8bc1travi":98,"\u8bf7\u5148\u4f7f\u7528":[119,120,121],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":112,"\u8bf7\u53c2\u8003":[2,56,80,83,90,93,99,100,127],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":127,"\u8bf7\u53c2\u89c1":98,"\u8bf7\u53c2\u9605":96,"\u8bf7\u5728\u8be5pull":98,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":98,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":98,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":102,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":110,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":100,"\u8bf7\u67e5\u770b":125,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":89,"\u8bf7\u6ce8\u610f":[96,100,114,125],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":98,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":97,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":98,"\u8bf7\u76f4\u63a5\u586b\u51450":85,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":112,"\u8bf7\u786e\u4fdd":98,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":98,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":98,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":98,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":80,"\u8bf7\u9075\u5b88":98,"\u8bf7\u91c7\u7528":98,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":112,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":115,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":115,"\u8c03\u7528":[99,120],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":101,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[119,120],"\u8c03\u7528\u7528":105,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":108,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":100,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":99,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":127,"\u8d21\u732e\u6587\u6863":102,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":113,"\u8d77":93,"\u8def\u5f84\u4e0b":126,"\u8df3\u8f6c\u5230":98,"\u8df3\u8fc7":83,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8fc7\u6765\u7684":126,"\u8f83":93,"\u8f93\u5165":[92,96],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":95,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":95,"\u8f93\u5165\u5c42\u5c3a\u5bf8":126,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":83,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":93,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":93,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":93,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":112,"\u8f93\u5165\u6587\u672c":125,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":125,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":99,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":99,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":126,"\u8f93\u5165\u7684":125,"\u8f93\u5165\u7684\u540d\u5b57":99,"\u8f93\u5165\u7684\u5927\u5c0f":99,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":125,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":125,"\u8f93\u5165\u7684\u7c7b\u578b":99,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":90,"\u8f93\u5165n\u4e2a\u5355\u8bcd":127,"\u8f93\u51fa":[92,96,100],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":95,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":95,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":127,"\u8f93\u51fa\u51fd\u6570":96,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":92,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":95,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":125,"\u8f93\u51fa\u67092\u5217":125,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":126,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":125,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":125,"\u8f93\u51fa\u7684\u68af\u5ea6":110,"\u8f93\u51fa\u76ee\u5f55":126,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":114,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":93,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":83,"\u8fd0\u884c\u4e00\u4e2a":97,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":100,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":125,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":125,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":97,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":100,"\u8fd0\u884c\u5931\u8d25":112,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":125,"\u8fd0\u884c\u5b8c\u6210\u540e":108,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":105,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":105,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":125,"\u8fd0\u884c\u65e5\u5fd7":108,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":105,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":86,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":115,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":121,"\u8fd1":93,"\u8fd4\u56de":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56de0":2,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,90],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":73,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":99,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":100,"\u8fd8\u4f1a":93,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":86,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":119,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":98,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":83,"\u8fd8\u662f":93,"\u8fd8\u662f\u4ece":35,"\u8fd8\u662f\u865a\u62df\u673a":97,"\u8fd8\u6709":93,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":108,"\u8fd8\u9700\u8981\u91cd\u5199":100,"\u8fd9":[83,93,127],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":85,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":106,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":56,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":56,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":84,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":95,"\u8fd9\u4e09\u4e2a\u5206\u652f":73,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":127,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":105,"\u8fd9\u4e2a":[89,93,97,113],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":83,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":83,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":100,"\u8fd9\u4e2a\u51fd\u6570\u7684":96,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":93,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":96,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":56,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":56,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":115,"\u8fd9\u4e2a\u57fa\u7c7b":99,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":56,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":95,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":102,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":55,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":93,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":55,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":102,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":127,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":105,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":56,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":93,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":99,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":99,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":56,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":56,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":97,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":113,"\u8fd9\u4e2a\u8868\u683c":113,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":100,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":95,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":98,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":125,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":113,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":96,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":56,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e2aissu":97,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":115,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":95,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":83,"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":108,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":100,"\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":35,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf":108,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":115,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":99,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":83,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":83,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":126,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":126,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":126,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":93,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":99,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":98,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":98,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":99,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":93,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":86,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":100,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":97,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":98,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":98,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":93,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":93,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":96,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":55,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":100,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":100,"\u8fd9\u610f\u5473\u7740":96,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":112,"\u8fd9\u65f6":83,"\u8fd9\u65f6\u5728\u4f7f\u7528":85,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":83,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":85,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":85,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":92,"\u8fd9\u662f\u56e0\u4e3a":55,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":98,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":93,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":80,"\u8fd9\u6837":[56,108],"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":108,"\u8fd9\u6837\u4fdd\u8bc1":73,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":97,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":83,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":86,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":112,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":97,"\u8fd9\u6837\u5bb9\u5668\u7684":115,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u6837\u5f53\u8be5pull":98,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":108,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":99,"\u8fd9\u6837\u7684\u8bdd":114,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":108,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":106,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":99,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":85,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":99,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":83,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":84,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":112,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":96,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":95,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":115,"\u8fd9\u7bc7":87,"\u8fd9\u7bc7\u6587\u6863":98,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":121,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":97,"\u8fd9\u7bc7\u6587\u7ae0":97,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":93,"\u8fd9\u884c\u547d\u4ee4\u4e2d":105,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":96,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":55,"\u8fd9\u91cc":[85,86,96,98,113,115,126],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":100,"\u8fd9\u91cc\u4ee5":127,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":105,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":93,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":83,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":127,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":90,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":99,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":115,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":127,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":83,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":108,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":101,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":127,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":113,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":127,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":105,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":98,"\u8fdb\u5165\u5bb9\u5668":114,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":115,"\u8fdb\u7a0b\u7684":108,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":115,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":115,"\u8fdb\u7a0b\u9700\u8981\u7684":115,"\u8fdb\u800c\u591a\u673a":105,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":105,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":105,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":73,"\u8fdb\u884c\u4e86":93,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":115,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":115,"\u8fdb\u884c\u56de\u590d":98,"\u8fdb\u884c\u5f00\u53d1":98,"\u8fdb\u884c\u62c6\u89e3":93,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":99,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":119,"\u8fdb\u884c\u8bbe\u7f6e":100,"\u8fdb\u884c\u9884\u6d4b":127,"\u8fdb\u884cpython\u4e0ec":105,"\u8fdb\u9636\u6307\u5357":[90,118],"\u8fde\u63a5":95,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":108,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":108,"\u9000\u51fa\u5bb9\u5668":114,"\u9002\u4e2d":93,"\u9009":93,"\u9009\u62e9":93,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":87,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":127,"\u9009\u62e9\u76ee\u6807\u5206\u652f":98,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":110,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":113,"\u9009\u9879":[86,97,125],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":109,"\u901a\u5e38":[56,100,105],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":115,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":108,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":112,"\u901a\u5e38\u4f7f\u7528cento":89,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":85,"\u901a\u5e38\u540d\u5b57\u662f":98,"\u901a\u5e38\u60c5\u51b5\u4e0b":106,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":114,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":121,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":113,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":96,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":99,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":93,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":105,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":112,"\u901a\u7528":109,"\u901a\u77e5":93,"\u901a\u8fc7":[83,93,98,99,100,127],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":95,"\u901a\u8fc7\u4f7f\u7528":86,"\u901a\u8fc7\u51fd\u6570":115,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":83,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":95,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":95,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":98,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":127,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":56,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":90,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":99,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":108,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":100,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":127,"\u901a\u8fc7data":95,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":121,"\u901a\u8fc7volum":113,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u903b\u8f91\u56de\u5f52":127,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":84,"\u9053\u6b49":93,"\u9069":93,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":98,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":73,"\u9075\u5faa\u6587\u7ae0":125,"\u90a3\u4e48":[56,95,99],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":95,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":85,"\u90a3\u4e48\u5728":100,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":85,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":85,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":97,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":85,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":96,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":96,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":85,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":83,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":80,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":97,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":85,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":83,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":112,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":106,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":106,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":85,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":106,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":106,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":113,"\u90fd":93,"\u90fd\u4e0d\u9700\u8981":97,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":110,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":93,"\u90fd\u53ef\u4ee5\u8fd0\u884c":97,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":92,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":93,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":55,"\u90fd\u7528":98,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":98,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":99,"\u914d\u7f6e\u5982\u4e0b":125,"\u914d\u7f6e\u6253\u5f00":106,"\u914d\u7f6e\u6587\u4ef6":127,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":99,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":97,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":125,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":96,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":99,"\u914d\u7f6eapi":92,"\u9152\u5e97":93,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":110,"\u91c7\u7528multi":85,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc":97,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":114,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":97,"\u91cc\u5b8c\u6210":100,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":55,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":126,"\u91cc\u7684":97,"\u91cc\u7684\u65e5\u5fd7":108,"\u91cc\u7684\u6e90\u7801":97,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":97,"\u91cc\u9762":100,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":119,"\u91cd\u547d\u540d\u6210":55,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":106,"\u9488\u5bf9\u4e0d\u540c\u7684":120,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":114,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":83,"\u94fe\u63a5\u4e2d\u627e\u5230":89,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":86,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":55,"\u94fe\u63a5\u5f85\u8865\u5145":127,"\u9519\u8bef\u5904\u7406":55,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":55,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":55,"\u9519\u8bef\u7387":127,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":85,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":97,"\u955c\u50cf\u91cc\u6709":114,"\u957f\u5ea6":83,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":96,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":96,"\u95f4\u9694":127,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":110,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":110,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":102,"\u9664\u4e86boot_lay":93,"\u9664\u53bbdata\u5c42":127,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":56,"\u9664\u6b64\u4e4b\u5916":83,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":125,"\u9664\u96f6\u7b49\u95ee\u9898":83,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":98,"\u968f\u673a\u6570\u7684\u79cd\u5b50":110,"\u968f\u673a\u6570seed":109,"\u9694\u5f00":[108,126],"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":110,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":114,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":108,"\u96c6\u7fa4\u4efb\u52a1":108,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":108,"\u96c6\u7fa4\u6d4b\u8bd5":109,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":108,"\u96c6\u7fa4\u8bad\u7ec3":109,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":82,"\u96c6\u7fa4\u8fdb\u7a0b":108,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":100,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":106,"\u9700\u8981":[35,97,100],"\u9700\u8981\u4e3a":100,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":115,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":89,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":98,"\u9700\u8981\u4fee\u6539build":73,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":113,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[80,89],"\u9700\u8981\u5355\u72ec":87,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":98,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":115,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":100,"\u9700\u8981\u5728":100,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":114,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":102,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":56,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":120,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":126,"\u9700\u8981\u5bf9":113,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":83,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":73,"\u9700\u8981\u5f15\u7528":56,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":97,"\u9700\u8981\u6267\u884c":[86,89,91],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":93,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":90,"\u9700\u8981\u660e\u786e\u6307\u5b9a":110,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":113,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":55,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":115,"\u9700\u8981\u6ce8\u610f":100,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[73,83,110],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":99,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":93,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":119,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":84,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":56,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":97,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":95,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":73,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":101,"\u975e\u5e38\u6570":99,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":99,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":119,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":119,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":97,"\u987a\u5e8f":93,"\u9884\u63d0\u4ea4\u94a9\u5b50":98,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":126,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":127,"\u9884\u6d4bid":127,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":125,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":125,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":126,"\u989d\u5916\u7684\u53c2\u6570":127,"\u9996\u5148":[2,93,96,99,125,126,127],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":86,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":98,"\u9996\u5148\u5b9a\u4e49":100,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":99,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":99,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":85,"\u9996\u5148\u901a\u8fc7":98,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":90,"\u9a71\u52a8":102,"\u9ad8\u4eae\u90e8\u5206":93,"\u9ad8\u53ef\u7528":113,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":96,"\u9ad8\u65af\u5206\u5e03":85,"\u9ed8\u8ba4":[2,108,110],"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":127,"\u9ed8\u8ba4\u4e0d\u663e\u793a":110,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":95,"\u9ed8\u8ba4\u4e3a0":[110,112],"\u9ed8\u8ba4\u4e3a1":[2,112],"\u9ed8\u8ba4\u4e3a100":112,"\u9ed8\u8ba4\u4e3a4096mb":110,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":95,"\u9ed8\u8ba4\u4e3anull":110,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":83,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":110,"\u9ed8\u8ba4\u4f7f\u7528mkl":86,"\u9ed8\u8ba4\u503c":[86,92,108,112,120],"\u9ed8\u8ba4\u503c\u4e3a":[119,120,121],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":120,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":95,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[85,108],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":85,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":93,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":87,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":87,"\u9ed8\u8ba4\u7684":114,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":120,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":112,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[119,121],"\u9ed8\u8ba4\u8c03\u7528":97,"abi\u7684paddlepaddle\u5e93":119,"abstract":[47,61,72,74],"adamax\u7b49":127,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":127,"android\u5b98\u65b9\u63d0\u4f9b\u7684":119,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":119,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":119,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":122,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":119,"api\u4e0d\u5c0f\u4e8e21":119,"api\u4e2d\u4f7f\u7528":55,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":108,"api\u5bf9\u6bd4\u4ecb\u7ecd":94,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":56,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":56,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":119,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":89,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":56,"api\u63a5\u53e3":[44,113],"api\u63a5\u53e3\u751f\u6210":100,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":56,"api\u63a5\u53e3\u7684\u751f\u6210":100,"api\u6587\u6863":[119,120],"api\u65f6":56,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":56,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":56,"api\u66b4\u9732\u7684\u7c7b\u578b":56,"api\u6765\u9884\u6d4b":[119,120],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":56,"api\u7684\u5934\u6587\u4ef6":[119,120,121],"api\u7684\u5b9e\u4f8b":56,"api\u7684\u5b9e\u73b0\u7ec6\u8282":56,"api\u7684\u63a5\u53e3":56,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":56,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":56,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":56,"api\u7ea7\u522b":119,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":119,"api\u7ea7\u522b\u4e3a21":119,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":56,"api\u9759\u6001\u5e93":120,"api\u9884\u6d4b\u5e93":120,"app\u4e2d":[119,120],"apple\u5b98\u65b9\u4e3aios\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883":120,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":85,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":87,"avx\u7248\u672c":87,"avx\u7684\u955c\u50cf":87,"awselasticblockstore\u7b49":113,"batch\u4e2d\u5305\u542b":83,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":110,"batches\u6b21":110,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":87,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":73,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":87,"book\u7684":90,"book\u7684docker\u955c\u50cf":87,"bool\u578b\u53c2\u6570":2,"boolean":[21,45,52,55],"break":[13,32,78],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":73,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":73,"byte":[15,44,54,85],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":55,"c\u6709\u6807\u51c6\u7684abi":55,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":55,"case":[8,20,21,36,47,56,61,64,66,67,70,106,123],"cc\u4e2d\u7684":101,"cells\u7b49":84,"char":38,"class":[5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,55,58,59,63,67,70,71,72,74,75,76,77,78,85,99,100,101,107],"cmake\u4e2d\u5c06":106,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":119,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":80,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":119,"cmake\u7f16\u8bd1\u65f6":86,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[119,120,121],"cmake\u914d\u7f6e\u4e2d\u5c06":106,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[119,120,121],"const":[31,36,38,46,53,62,64,71,74,76,77,78,99,100,101],"container\u4e2d":114,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":56,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":56,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":56,"core\u6982\u5ff5":56,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":90,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":85,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":112,"count\u548cgpu":112,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":100,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":100,"cuda\u5b9e\u73b0\u5728":100,"cuda\u5e93":110,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":100,"cudnn\u5e93":[86,110],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":105,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":101,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":115,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":93,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":93,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,127],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":83,"deb\u5305":73,"deb\u5305\u7f16\u8bd1\u95ee\u9898":73,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":95,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":95,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":95,"decoer\u67b6\u6784":95,"default":[6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,54,57,64,65,74,75,76,79,104,112,114,115,119,123],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":86,"dnn\u6570\u5b66\u5e93":86,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":108,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":102,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":102,"docker\u5b98\u7f51":87,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":119,"docker\u7684\u5b98\u7f51":102,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":86,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":119,"docker\u955c\u50cf":87,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":87,"docker\u955c\u50cf\u9ed8\u8ba4":87,"dockerhub\u7f51\u7ad9":87,"double\u7c7b\u578b\u65f6\u4e3a8":85,"dropout\u7684\u6bd4\u4f8b":99,"eigenscalar\u7684\u8f6c\u6362":101,"elec\u6d4b\u8bd5\u96c6":127,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":127,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":93,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":95,"encoder\u8f93\u51fa":95,"entropy\u4f5c\u4e3acost":85,"enum":[36,38,63,75,76,79],"export":[47,51,80,87,102,108],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,90],"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":112,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":112,"final":[8,9,30,51,57,58,78],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":101,"float":[2,6,7,8,10,13,21,46,53,76,77,100,101,106,126],"float\u7b49":112,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":101,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":101,"full\u53c2\u6570\u63d0\u4ea4":81,"function":[8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,57,58,61,62,63,64,66,67,68,70,71,72,74,76,78,96,104,105,123],"function\u4f7f\u7528":84,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":98,"github\u9996\u9875":98,"glibc\u81f3\u5c11\u5305\u542bglibc_2":89,"golang\u53ef\u4ee5\u4f7f\u7528":55,"golang\u7684":55,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":108,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":86,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":106,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":103,"gpu\u6267\u884c":101,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":110,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":80,"group\u6559\u7a0b":94,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":84,"gru\u6216lstm":96,"gru\u6a21\u578b":127,"gru\u6a21\u578b\u914d\u7f6e":127,"h\u5e76\u4e0d\u56f0\u96be":55,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":102,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,90],"id\u4e3a0\u7684\u6982\u7387":127,"id\u4e3a1\u7684\u6982\u7387":127,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":110,"id\u6307\u5b9a\u7684gpu":112,"id\u65e0\u6548":110,"image\u91cc":114,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"imikolov\u6570\u636e\u96c6":108,"import":[2,4,7,8,29,31,32,49,51,52,57,58,63,68,74,89,90,91,100,108,125,126],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":83,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,63,65,66,75,76,77,78,79,93,99,101,108,112],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":55,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":120,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":122,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":108,"issue\u7f16\u53f7":98,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":113,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":113,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":115,"job\u7684\u540d\u5b57":115,"kernel\u5b9e\u73b0":100,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":100,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":100,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":115,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":103,"kubernetes\u5355\u673a\u8bad\u7ec3":103,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":113,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":115,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":115,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":113,"kubernetes\u652f\u6301\u591a\u79cdvolum":113,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":114,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":113,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":93,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":93,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":92,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":84,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":95,"layer\u65f6":84,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":90,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":99,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":84,"linux\u4e2d":87,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":73,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":112,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":112,"long":[8,9,13,47],"lstm\u6a21\u578b":127,"lstm\u6a21\u578b\u914d\u7f6e":127,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":95,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":96,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":96,"memory\u53ea\u80fd\u5728":95,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":93,"memory\u6307\u5411\u4e00\u4e2alay":95,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":96,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":93,"memory\u7684":96,"memory\u7684\u521d\u59cb\u72b6\u6001":95,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":93,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":95,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":96,"memory\u7684i":95,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":95,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"model\u505a\u5206\u652f\u7ba1\u7406":73,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":115,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":119,"new":[8,13,30,31,32,33,36,37,38,39,40,46,47,58,61,65,66,67,69,70,72,76,78,98,99,123],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":113,"normalization\u5c42":126,"normalization\u5c42\u7684\u53c2\u6570":126,"note\u7684\u4e66\u5199":73,"null":[51,99,110],"num\u51b3\u5b9a":108,"num_gradient_servers\u53c2\u6570":115,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":85,"only\u7684\u4e8c\u8fdb\u5236":86,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":100,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":100,"op\u5b9a\u4e49":100,"op\u6709\u8ba1\u7b97\u51fd\u6570":100,"op\u6ce8\u518c\u5b9e\u73b0\u5728":100,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":100,"opprotomake\u5b9a\u4e49":100,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":102,"org\u76ee\u524d\u9075\u5faa":73,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":93,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":101,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":115,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":101,"packages\u91cc\u9762":80,"packages\u91cc\u9762\u7684python\u5305":80,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":86,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":55,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":93,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":83,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":55,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":55,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":114,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":55,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":56,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":55,"paddle\u7684c":56,"paddle\u7684dock":114,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":56,"paddle\u955c\u50cf":114,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":55,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":56,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":55,"paddle_\u7c7b\u578b\u540d":56,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":56,"paddlepaddle\u4e2d":[92,95],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":93,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":84,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":90,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[119,120],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":90,"paddlepaddle\u4e3ano":87,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":86,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":127,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":84,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":108,"paddlepaddle\u4f7f\u7528\u5747\u503c0":85,"paddlepaddle\u4f7f\u7528avx":80,"paddlepaddle\u4f7f\u7528git":73,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":85,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":85,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3":103,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":89,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":108,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":89,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":86,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":108,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":127,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":93,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":99,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":93,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":84,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":86,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,90],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":89,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":127,"paddlepaddle\u5c06\u4f1a\u6839\u636e":120,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":120,"paddlepaddle\u5c06\u6839\u636e":119,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[119,120,121],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":120,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":73,"paddlepaddle\u63d0\u4f9b":88,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u652f\u6301":86,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":90,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":91,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":83,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":83,"paddlepaddle\u6587\u6863\u4f7f\u7528":102,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":90,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":73,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":73,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":73,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":83,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":85,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":108,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":119,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":84,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":102,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":102,"paddlepaddle\u7684\u6e90\u7801":98,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":86,"paddlepaddle\u7684bas":99,"paddlepaddle\u7684c":119,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":120,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":119,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":121,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":121,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":119,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":93,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":85,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":85,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":86,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":119,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":119,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":127,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":95,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":95,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":115,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":110,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":110,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":110,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":110,"passes\u8f6e":110,"patch\u53f7":73,"patch\u53f7\u52a0\u4e00":73,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":112,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":105,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":110,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":110,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":110,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":110,"period\u6574\u9664":110,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":110,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"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":44,"pfsserver\u63d0\u4f9brest":44,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":121,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":122,"pi\u7248\u672c\u7684\u5e93":121,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":121,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":121,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":121,"pi\u7cfb\u7edf\u7684\u7248\u672c":121,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":88,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":113,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":113,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":127,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":108,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":108,"public":[14,18,31,46,48,53,71,74,76,77,78,99,100,101,114],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":87,"py\u4e2d":73,"py\u7a0b\u5e8f":89,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,83,127],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":83,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":73,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":89,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":80,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":99,"python\u5e93yep":105,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":105,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":115,"release\u9875\u9762":73,"request\u524d":98,"request\u7684":98,"request\u88ab\u5408\u5e76\u540e":98,"return":[2,6,8,9,11,13,14,15,18,21,28,29,30,31,35,36,38,41,42,46,48,49,51,53,57,58,59,63,64,65,67,69,71,74,76,77,78,85,90,93,96,99,101,115,126],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":93,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":93,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":95,"rnn\u6a21\u578b":127,"rnn\u76f8\u5173\u6a21\u578b":103,"rnn\u914d\u7f6e":94,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"search\u7684\u65b9\u6cd5":110,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":93,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":95,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":110,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"sh\u8c03\u7528\u4e86":126,"short":[8,9,46,49,65,74,78],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":80,"size\u4e3a512":110,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":83,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":83,"size\u7684\u503c":2,"softmax\u5c42":125,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":99,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":83,"static":[28,38,56,74,76,123],"step\u51fd\u6570\u4e2d\u7684memori":95,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":95,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":120,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":92,"super":[65,99],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":55,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":55,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":55,"swig\u76f4\u63a5\u8bfb\u53d6c":55,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":55,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[31,56,69],"tag\u4e3a":73,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":101,"tensor\u5230eigentensor":101,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":101,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":101,"tensor\u6a21\u5757\u5bf9el":101,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":100,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":101,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":101,"tests\u7684paddlepaddl":98,"tflops\u4e86":106,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":105,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":108,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":90,"trainer\u8282\u70b9\u4e2a\u6570":108,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":108,"true":[6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,59,63,64,66,73,76,78,83,85,93,96,99,112,115,126],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"try":[32,33,36,37,38,47,51,66,74,80],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":56,"type\u6307\u5b9a\u4e3a":105,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":105,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":73,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":84,"unsupported\u6a21\u5757":100,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":110,"utf8\u7f16\u7801":125,"uts\u7b49linux":113,"v1\u7248\u672c":80,"var":[31,48,50,52,59,63,64,65,70,74,78,102],"vector\u662frank\u4e3a1\u7684tensor":101,"void":[31,36,38,46,48,53,54,55,56,63,64,75,76,77,99,100,101],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":113,"w0\u548c":126,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":126,"wheel\u5305":73,"while":[6,13,21,31,40,47,51,58,61,62,66,72,74,77,115],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":101,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":96,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":93,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":93,"x86_64\u548cmaco":80,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":90,"x\u548cwindow":119,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":90,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":115,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":115,"zero\u4e09\u79cd\u64cd\u4f5c":110,AGE:114,AWS:[13,35,113,116,117],And:[7,8,10,13,14,15,28,30,36,40,41,43,49,51,60,66,74,77],But:[8,9,13,21,30,48,74,80,123],EOS:8,For:[4,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,54,57,58,61,62,63,64,65,66,67,69,70,71,72,75,76,77,79,104,106,123],IDE:97,IDs:[14,21,40,58],IRs:67,Its:[7,75],K8s:123,NFS:113,NMS:8,NOT:65,Not:[29,33,123],OPs:[67,68],One:[7,9,28,30,40,54,69,74],Ops:[70,72,76],PFS:44,QoS:114,Such:[53,65,78],TLS:[29,44],That:[8,13,60],The:[2,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,43,45,46,51,54,56,57,58,60,61,63,64,65,66,67,68,69,72,74,75,76,77,78,79,99,100,101,104,107,115,124,127],Their:[8,33],Then:[8,9,48,53,60,64,104],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,57,58,61,62,65,67,72,74,75,77],These:[7,15,31,46,50,59,72,75,76],Use:[7,13,29,45,66,70,104],Used:[9,18,22,70,77],Using:[33,47,61,66,70,72,74],Will:[13,28,90],With:[8,9,47,60,63,78],YES:41,Yes:87,___embedding_0__:115,___embedding_1__:115,__align__:46,__cuda_align__:46,__device__:46,__doc__:76,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:76,__init__:[42,49,59,65,78,99,104,105],__main__:[4,49,126],__name__:[4,49,126],__param_conf__:28,__rnn_step__:96,__square_error_cost_0__:115,__tmp_params__:28,__va_args__:71,__x:46,_binari:32,_create_global_var:65,_dtype:51,_librari:32,_link:9,_loss:49,_op:[51,100],_proj:8,_recurrent_group:96,_res2_1_branch1_bn:126,_source_language_embed:[96,125],_target_language_embed:[96,125],_test:32,_update_op:42,_value_index:51,a75:46,a_op:100,aaaaa:35,abbrevi:15,abc:8,abil:49,abl:[8,29,53,59,65,67,69,79,123],about:[9,15,31,32,41,45,57,66,67,74,76,77,104],abov:[2,7,8,21,29,31,32,33,37,46,47,48,50,57,58,59,60,61,63,65,67,69,76,78,104,106,123],abs:[9,20,30,49],abs_numerical_grad:30,acceler:[8,34,60,61],accept:[6,8,13,29,70],access:[8,9,21,29,32,37,40,41,65,67],accessor:65,accord:[7,8,15,21,30,38,50,58,67,68,70,78],accordingli:[7,8],account:[70,123],accrodingli:36,accumul:[33,38,42,60,61],accur:[30,40],accuraci:[7,18,42],achiev:[60,61,77],acquir:47,across:[8,13,57],act1:51,act2:51,act:[8,9,21,22,31,51,58,65,67,69,78,83,90,91,93,96,107],act_output:76,act_typ:[51,127],action:67,activ:[9,21,27,32,51,58,65,67,72,76,83,90,91,96,127],activi:9,actual:[8,36,47,49,51,61,76,77],adadelta:[83,127],adagrad:[23,61,75,127],adagradoptim:59,adam:[23,29,38,49,85,127],adamax:23,adamoptim:[125,127],adapt:[7,10,21,28],add:[8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,59,61,64,65,67,68,70,72,74,80,98,101,107],add_activ:65,add_bia:65,add_depend:32,add_execut:32,add_input:[57,99],add_memori:57,add_output:57,add_scalar:[31,58,63],add_sum:65,add_test:[32,99],add_to:84,add_two:[31,57],add_unittest_without_exec:99,addattr:[76,100],addbia:99,addcom:[76,100],added:[7,8,18,26,28,31,46,60,61,68,72,98],adding:72,addinput:[76,100],addit:[8,9,60,70,72,78],addition:57,addop:48,addoutput:100,addr:33,address:[33,38,67,69,123],addrow:99,addtolay:8,addtyp:76,admin:123,administr:[40,123],adopt:[46,49],advanc:30,advantag:[30,46,47,61,66],adversari:[49,66],affect:[8,31],affili:58,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,45,46,60,62,65,67,68,98,104],again:[29,33,61],age:[14,115],agg_level:[8,92,93],aggreg:[42,60],aggregatelevel:[92,93],ago:32,alexnet_pass1:112,alexnet_pass2:112,algo_hrnn_demo:93,algorithm:[8,10,37,58,61,72,125],alia:21,align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,56,57,58,59,60,61,63,65,67,69,70,76,77,83,95,107,115,123],alloc:[6,38,41,77,101,107],allow:[29,38,47,61,67,72],allow_only_one_model_on_one_gpu:[109,110,112],allreduc:60,along:[15,21],alpha:[32,72],alreadi:[32,33,47,65,67,68,74,80],also:[8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,57,58,61,62,63,64,65,66,72,74,76,77,78,106,123,127],altern:104,although:60,altogeth:123,alwai:[8,9,28,32,54,69,75,115],amazon:114,ambigu:66,amd64:113,amend:98,amort:60,amount:21,analysi:104,ancestor:[63,65],android:119,android_abi:119,android_api:119,android_arm_neon:119,android_native_api_level:119,android_standalone_toolchain:119,android_toolchain:119,androideabi:119,angl:8,ani:[8,9,13,21,23,29,32,33,38,40,41,46,47,53,54,58,60,61,65,66,67,68,69,71,72],announc:46,anoth:[8,13,28,29,31,41,47,58,65,74,76],anroid_arm_mod:119,answer:47,anymor:60,anyth:[13,58,66],anytim:49,anywai:104,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,57,62,70,73,78,79,89,104,105,106,108,115,118,119,123,124],api_shar:32,api_test:32,api_trainer_config_helpers_lay:[96,127],apiserv:113,apivers:[113,114,115],appear:[47,50,77],append:[2,13,21,28,42,58,65,66,93,96,108,115],append_backward:[104,105],append_backward_op:[23,59],append_batch_s:21,append_gradient_machin:28,append_op:65,append_oper:65,appleyard:106,appli:[8,21,49,50,60,74],applic:[25,46,47,50,65,70,104,106,114,123],applyl1:36,approach:[8,60,61,62,67,68,72,123,127],appropri:67,approxim:[20,61],apt:[87,104,105],arang:21,arbitrari:[8,54,67],arch:119,architectur:46,archiv:[14,55,56],area:49,arg:[2,7,9,25,51,59,76,85,100,115,126,127],arg_nam:8,argpars:115,args_ext:115,argu:64,argument:[2,8,13,15,25,31,36,37,59,62,64,65,69,115,119],argumentpars:115,argv:126,arithmet:46,arm64:[119,120],arm64_standalone_toolchain:119,arm:[46,119,120,121],arm_soft_fp_abi:119,arm_standalone_toolchain:119,armeabi:119,armv7:[46,120],armv8:46,around:[2,8,40,65,123],arrai:[4,6,8,13,15,21,28,38,50,58,63,65,66,70,78,83,85,90,100,126],arrang:78,arrow:49,articl:[47,50,98],artifici:20,arxiv:[9,20,49],as_row_vector:8,as_step_input:31,asgd:61,ask:[33,40],assert:4,assign:[7,8,37,46,60,123],associ:[62,71],assum:[7,8,31,67],assumpt:67,astyp:[66,100],asyc:33,async:[33,109],async_count:[109,110],async_lagged_grad_discard_ratio:110,async_lagged_ratio_default:[109,110],async_lagged_ratio_min:[109,110],asynchron:[33,60],att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,63,64,65,76,83,84,85,96,100],attr_map:76,attrdesc:63,attribut:[8,9,21,27,31,63,68,70,74,76,78],attributemap:100,attrproto:76,attrtyp:[63,76,100],attrvalu:76,auc:[42,109],author:[44,113],auto:[31,36,55,64,70,74,78,86,99,100,101,106],automat:[8,29,38,48,59,67,68,70,76,104],avail:[33,38,46,47,68,69,123],averag:[7,8,11,28,37],average_test_period:[109,110],avg:[92,106,127],avg_cost:107,avgcost:127,avgpool:[8,127],avoid:[30,31,33,60,61,62,67,106],avx:87,awai:47,await:114,awar:[29,42,57,65,104],awk:108,aws:44,axes:21,axi:[8,21,83],axis:8,aync:68,azur:113,b2t:125,b363:114,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:114,back:[8,21,28,33,46,49,61,67],background:[7,8,72],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,59,61,62,64,71,72,99,100,107],backward_first:96,backward_op:30,backwardactiv:99,baidu:[47,114],bake:67,balanc:[60,68],bandwidth:[46,60],bare:[113,114,123],barrier:108,barrierstatset:106,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,59,60,61,67,70,71,72,77,78,97,104,107],baseactiv:9,baseev:28,basematrix:99,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[86,87,97,98,108,114,115],basic:[8,28,51,63,67,70,71,78],batch:[8,9,13,15,18,21,28,29,31,33,35,36,42,47,49,52,57,58,60,61,78,90,114,115,126,127],batch_0:126,batch_id:[28,49,90],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,66],batch_siz:[13,49,58,83,90,125,127],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,99],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:121,bdist_wheel:73,beacus:51,beam:[8,96],beam_gen:[8,96],beam_search:[28,58,95,96],beam_siz:[8,58,96,109,110,112],becaus:[7,8,14,29,31,32,33,38,46,58,62,65,66,72,74,75,78,79,93,104],becom:[68,74,77],been:[8,9,32,37,47],befor:[8,9,33,40,45,50,61,62,66,72,80,83,100,104,123],begin:[7,8,18,36,38,42,45,50,58,60],beginiter:[28,29],beginn:96,beginpass:[28,29],begintrain:29,behind:[47,78],being:[21,40,47,64,66,104],belong:[7,8,67,74],below:[31,33,38,46,47,54,62,66,67,68,72,78,79],benchmark:54,benefit:[9,40,41,58],bengio:20,besid:[8,14,60,67],best:32,besteffort:114,beta1:[10,23],beta2:[10,23],beta:[49,126],better:[9,32,47,58,123],between:[7,8,15,21,28,32,33,38,46,47,56,60,62,67,68,69,71,74],bgr:[15,126],bi_gru:9,bi_lstm:9,bia:[8,9,21,58,65,99,126],bias:8,bias_attr:[8,9,21,65,83,85,93,96],bias_initi:21,bias_param_attr:9,biases_:99,biasparameter_:99,biassiz:99,bidi:114,bidirect:[8,9],bidirectional_lstm:84,big:[68,123],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:106,bin:[87,108,113,114,115],binari:[7,8,13,32,41,46,49,54,67,104],bind:[46,48,74,77],bit:[46,47],bitcod:120,black:49,blank:8,block:[8,34,36,38,42,43,47,53,57,59,67,68,77,101],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,65,70],blockdescbind:53,blueprint:58,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,70,87,96,102,107,124],bool:[6,7,8,9,10,11,13,15,28,31,46,52,64,65,75,76,78,79,99,110,112],boost:77,boot:[8,95,96,123],boot_bia:8,boot_bias_active_typ:8,boot_lay:[93,96],boot_stat:78,boot_with_const_id:8,bootstrapp:123,borrow:[49,78],bos_id:[8,96],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,58,60,64,67,68,75,77],bottl:60,bottom:[28,127],bound:8,boundari:67,boundri:7,box:[8,49],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,63,67,73,98],break_if:78,brief:[32,38,46,77,101],bring:47,broadcast:[21,33,60,70,123],broken:98,browser:104,bsd:[60,97],buf:36,buf_siz:13,buffer:[13,36,54,61,66,74,107],buffer_s:13,buffered_read:66,bufsiz:13,bug:98,build:[8,14,32,41,50,51,61,67,72,73,76,86,97,98,102,104,105,108,115,116,117,119,120,121],build_dict:14,build_doc:102,build_model:49,built:[32,46,47,60,67,76,78,104,105,106,123],bunch:54,c11:55,c703c041:98,c99:56,cach:[46,67,83],cache_pass_in_mem:[2,83],cachetyp:[2,83],cacul:[9,42],caff:[31,47],caffe2:[31,47],caffe_poli:85,calc_batch_s:2,calcul:[7,8,9,18,21,30,33,38,42,46],call:[7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,57,58,59,65,67,70,71,74,76,77,78,104,105,106,115,127],callabl:[6,8,13,14],callback:99,caller:[30,104],calrnn:93,can:[6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,46,47,48,49,50,51,53,57,58,59,60,61,63,64,65,66,67,68,69,70,71,72,76,77,78,104,106,123],can_over_batch_s:2,cancel:40,candid:[8,58],candidate_activ:21,cannot:[69,70,74,78,80],cantain:51,capabl:[46,62,70],capac:72,capi:55,capi_prvi:56,caption:58,captur:8,card:60,care:[9,41,66,77,123],caret:28,carpedm20:49,carri:21,cast:46,cast_to_op_attr:76,cat:[13,15,87,108,115,126],categori:[8,14,33],categorig:14,categoryfil:114,caus:[33,45],cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:77,ceil:8,ceil_mod:8,cell:[8,9],cell_activ:21,center:15,center_crop:15,cento:[89,123],central:72,ceph:[13,35,113],cephf:[35,41,44],certain:[59,74,77],certif:[29,44,113],cffi:55,cfg:114,cgo:55,chain:[13,50],challeng:[8,33,47,52,77],chanc:[29,46],chang:[8,14,32,37,41,47,62,63,66,71,74,98],channel:[8,9,15,21,106],channel_shar:8,chapter:[57,58],chapter_data:57,chapter_out:57,check:[2,13,31,32,64,70,85,98,99,110],check_align:13,check_attr:76,check_eq:99,check_fail_continu:2,check_grad:[30,100],check_l:99,check_output:100,check_sparse_distribution_batch:[109,110],check_sparse_distribution_in_pserv:[109,110],check_sparse_distribution_ratio:[109,110],check_sparse_distribution_unbalance_degre:[109,110],checker:70,checkgrad:110,checkgrad_ep:110,checkmark:123,checkout:98,checkpoint:[64,68],checksum:44,child:31,chip:47,choic:[32,47],choos:43,chosen:49,chunk:[37,44],chunk_schem:7,chunktyp:7,chw:15,circl:50,circumst:77,claimnam:115,clang:[46,55,98,119],clarifi:7,clariti:58,classic:8,classif:[8,20,50,127],classifi:[8,49,126],classification_cost:[67,83,93,127],classification_error_evalu:[7,127],classification_evalu:7,clean:[31,32,62,70,80,98],clear:[7,32,58,62,74],clearer:[62,65],clearli:74,click:104,client:[36,39,70,113],clip:[6,9,110,127],clock:8,clone:[8,86,97,102,104,105,119,121],close:[2,66,69,98],cloud:[32,33,41,44,45,69,70,123],cloud_read:13,cluster:[13,28,29,31,33,38,67,69,108,113,115],cluster_test_fil:108,cluster_train:[83,108,127],cluster_train_fil:108,cluster_train_v2:108,cmake:[56,80,86,97,98,100,102,104,106,119,120,121],cmake_build_typ:[104,119,120,121],cmake_c:[119,120],cmake_system_nam:[119,120,121],cmakelist:[32,99],cmatrix:[55,56],cmd:13,cnn:[8,114,127],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,59,61,62,64,66,67,68,70,71,72,76,78,99,114],codebas:70,coded_stream:85,codedinputstream:85,coeff:8,collabor:33,collect:[8,14,28],collectbia:99,color:[15,126],colour:14,column:[7,8,21,50,66,69,104],column_evalu:7,com:[8,9,14,32,49,86,97,98,102,104,105,107,113,114,119,121,123,126],combin:[7,8,9,13,23,28,59,70,74],come:[21,42,63,67,78],comma:[25,28,38],command:[13,25,32,36,41,45,97,99,104,112,114,115,116,117],commandlin:[106,115],comment:[32,51,76,93,115],commit:[32,114],common:[15,20,23,26,35,72,77],commonli:[45,72,104],commun:[33,38,39,60,67,68],compani:47,compar:[30,32,70],comparison:[32,47],compat:[46,48,60],compil:[8,32,51,53,60,67,71,75,76,79,97,108,119,120,121],complaint:32,complet:[8,9,14,23,28,31,33,37,38,44,50,54,70,104,114,115,123],complex:[9,40,58,70],complic:[8,48,66,67,78],compon:[51,67,78],compos:[13,29,48,51,57,65,70],composenotalign:13,composit:48,compress:37,comput:[8,9,21,25,29,30,33,46,47,51,54,59,60,61,67,68,69,71,74,77,79,100,101,104,107],computation:8,computationgraph:51,con:60,concat:[49,96],concaten:[8,9,49,57,78,83],concentr:70,concept:[7,29,47,48,49,51,57,58,61,62,63,69,74,78,79],conceptu:[47,49,51],concern:[29,42],concis:[49,78],conckerneltrac:25,concret:[70,77],concurr:[33,40,47,68],cond:[21,31,47,52,63],condit:[8,37,47,52,67,114],condtion:49,conf:[4,8,85,93,108,115,125,126],conf_paddle_gradient_num:115,conf_paddle_n:115,conf_paddle_port:115,conf_paddle_ports_num:115,conf_paddle_ports_num_spars:115,confer:20,confid:8,confidence_threshold:8,config:[6,8,25,35,45,58,90,99,109,110,112,113,114,115,123,127],config_:[36,110],config_arg:[109,110,112,126,127],config_bas:[7,8,28],config_lay:99,config_len:38,config_pars:[4,99],config_proto:38,configprotostr:85,configur:[8,21,28,36,38,40,41,47,51,65,68,77,91,99,123,125,126],confirm:45,conflict:[74,98],confus:[15,49],conll:14,connect:[9,21,41,67,68,81,114,123,127],connectionist:8,consequ:[8,9],consid:[7,8,20,64,77,123],consider:[8,9],consist:[7,8,14,15,37,54,63,66,70,71,76],consolid:31,constant:[8,20,21,51,53,69,85],constantiniti:21,constraint:[67,74],construct:[7,29,51,57,65,70,74,76,79],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,65,70,74,76],consum:[33,104],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,54,62,65,69,70,71,74,75,76,78,79,97,114,115],content:[38,45,54,58,102],content_dir:102,content_len:38,context:[2,8,9,14,74,75,77,83,96,100,101,107,113],context_attr:9,context_len:[8,9,127],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,127],continu:[7,33,54],contrast:8,contrib:72,contribut:72,contributor:70,control:[6,31,69,114,123],conv2d:49,conv:[9,21,49],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_layer_attr:9,conv_num_filt:[9,22],conv_op:8,conv_pad:[9,22],conv_param_attr:9,conv_strid:9,conv_with_batchnorm:[9,22],conveni:[29,51,59,76],convent:38,convers:[46,47,67],convert:[2,4,14,21,35,46,47,66,71],convlay:8,convolut:[8,9,13,21,22,49,65,77],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:98,coordin:[33,38],copi:[28,29,37,40,45,50,57,58,60,61,78],core:[6,18,51,56,61,62,78,107],coreo:123,corner:70,corpu:14,correct:[8,21,30,46,60],correctli:[7,13,46,49],corresond:46,correspoind:29,correspond:[8,21,26,29,31,32,46,51,52,57,58,65,69,70,71,72,76,77,85,104],corss_entropi:29,cortex:46,cos:[8,76],cosin:[8,21,76],cosineop:76,cosineopproto:76,cosineopprotomak:76,cost:[21,28,29,50,59,60,63,64,67,69,90,107],cost_id:8,cost_np:64,cost_val:67,could:[8,13,28,29,30,37,46,47,57,59,61,62,63,65,66,67,68,71,104],count:[7,33,41,42,64,66,106,108,110,112,114],counter:[25,33,37,50],cours:[7,41],covari:8,cover:47,cp27:89,cp27m:89,cp27mu:89,cpp:[30,36,48,55,56,62,68,70,79,85,93,99,106,115,127],cprofil:[104,105],cprofilev:[104,105],cpu:[2,6,8,30,41,46,61,62,67,69,70,72,73,77,97,100,101,104,106,107,112,114,115],cpu_avx_mkl:89,cpu_avx_openbla:89,cpu_per_p:69,cpu_per_train:69,cpudevicecontext:[77,100],cpuinfo:87,cpuplac:[77,100,101,107],cpusparsematrix:56,crash:[33,106],creat:[6,8,13,18,21,28,29,30,31,33,38,42,44,45,46,47,48,49,50,57,59,60,61,62,65,71,72,85,90,98,99,102,108,114,115,123],create_backward_pass:59,create_bias_paramet:99,create_block:65,create_cloud_job:69,create_doc_str:76,create_input_paramet:99,create_oper:48,create_optimization_pass:[23,59],create_paramet:65,create_python_ops_creatation_funct:76,create_rnn:31,create_rnn_op:57,create_st:18,create_tmp_var:65,create_tmp_vari:65,create_var:65,create_whileloop:78,createfromconfigproto:4,creategradientoper:71,createop:76,createoper:31,createvari:31,creation:48,creator:[13,14,35,70,71],creator_:71,credenti:45,crf:77,critic:[49,104],crlf:98,crop:[15,77,126],crop_grad:77,crop_siz:[15,126],crope:15,cropgradkernel:77,cropkernel:77,cross:[8,65,85,119,120,121,127],cross_entropi:[8,29,49,69],cross_entropy_with_selfnorm:8,crt:[44,113],csc:99,csr:99,csv:[25,85],ctc:7,ctc_evalu:7,ctest:[86,97,98,100],ctor:65,ctrl:[97,108],ctx:[100,101],cublas_handle_:77,cublashandle_t:77,cuda7:89,cuda8:[86,89],cuda:[25,32,47,70,77,97,100,106,110],cuda_dir:[109,110],cuda_fp16:46,cuda_profil:25,cuda_so:[80,87],cuda_visible_devic:83,cudaconfigurecal:106,cudadevicecontext:[77,100],cudadevicegetattribut:106,cudaeventcr:106,cudaeventcreatewithflag:106,cudafre:106,cudagetdevic:106,cudagetdevicecount:106,cudagetdeviceproperti:106,cudagetlasterror:106,cudahostalloc:106,cudalaunch:106,cudamalloc:106,cudamemcpi:106,cudaplac:77,cudaprofilerstart:106,cudaprofilerstop:106,cudaprofilestop:106,cudaruntimegetvers:106,cudasetdevic:106,cudasetupargu:106,cudastream_t:77,cudastreamcr:106,cudastreamcreatewithflag:106,cudastreamsynchron:106,cudeviceget:106,cudevicegetattribut:106,cudevicegetcount:106,cudevicegetnam:106,cudevicetotalmem:106,cudnn:[8,11,32,77],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[109,110],cudnn_convt:8,cudnn_dir:[109,110],cudnn_handle_:77,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:77,cudnnhandle_t:77,cudnnplac:77,cudnnv5:86,cudrivergetvers:106,cuinit:106,cumtim:[104,105],cumul:8,cur_mem:58,curl:[13,113],curli:[31,50],current:[2,8,31,32,33,36,38,42,47,57,58,61,62,65,68,69,74,78,102,113,124],current_block:[63,65],current_oper:63,current_word:[83,96],currentcost:127,currentev:127,curv:29,custom:[23,29,41,46,49,58,61,70],custom_batch_read:66,cut:[68,78],cut_lin:13,cutoff:14,cv2:15,cxx:120,cxx_compil:[119,120,121],cxx_flag:120,cxx_flags_minsizerel:119,cxxabi_1:89,cycl:33,cyclic:8,cython:55,d_b0:49,d_b1:49,d_b2:49,d_block:49,d_f:49,d_g:49,d_h0:49,d_h0_bn:49,d_h0_relu:49,d_h1:49,d_h1_bn:49,d_h1_relu:49,d_h2:49,d_loss:49,d_loss_fak:49,d_loss_real:49,d_optim:49,d_step:49,d_t:49,d_w0:49,d_w1:49,d_w2:49,dalla:2,dandroid_abi:119,dandroid_arm_mod:119,dandroid_arm_neon:119,dandroid_standalone_toolchain:119,darwin:113,dash:49,dat:35,data:[2,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,58,59,60,61,62,63,65,68,69,70,72,74,75,76,77,78,79,83,90,91,93,96,101,107,108,109,114,115,116,125,126,127],data_batch:83,data_config:4,data_dir:125,data_fil:15,data_i:49,data_lay:[2,36,83,93,127],data_layout:21,data_read:[13,66],data_reader_creator_random_imag:66,data_shar:78,data_typ:[13,14,54,75,79,90,91,96],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,107],dataflow:51,dataprovid:[1,83,85,115,127],dataprovider_:127,dataprovider_bow:127,dataprovider_emb:127,dataproviderconvert:4,datasci:8,dataset:[35,41,61,66,90,91,96,104,105,108,126],dataset_nam:15,datatyp:[14,18,75,79],dcgan:49,dcmake_build_typ:102,dcmake_install_prefix:[119,120,121],dcmake_system_nam:[119,120,121],dcuda_arch_nam:86,dcudnn_root:86,ddim:[77,101],dead:33,deal:123,deb:98,debug:[30,45,47,67,102,104,105],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,54,61,71,72,75,124],declar:[8,21,31,49,57],declear:21,decod:[8,9,95,96],decoder_boot:96,decoder_dim:58,decoder_group_nam:96,decoder_input:[58,83,96],decoder_mem:[58,96],decoder_prev:9,decoder_s:[83,96],decoder_st:[9,96],deconv:[8,49],deconvolut:[8,21],decor:[2,13],deduc:70,deep:[8,20,40,49,50,70,72,77,106,126],def:[2,4,8,13,29,30,35,41,42,48,49,51,57,58,59,65,66,76,78,83,85,90,93,96,99,100,115,126,127],def_block:49,default_block:49,default_decor:115,default_devic:112,default_main_program:[18,107],default_param_attr:65,default_st:78,default_startup_program:[18,107],default_valu:112,defaultinfervartyp:53,defect:62,defer:40,defin:[2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,57,60,63,65,66,68,70,74,76,77,78,83,90,100,104,107,127],define_py_data_sources2:[2,85,126,127],definit:[31,33,37,43,63,67,71,76,78,104,107,125],definiton:48,degre:8,delai:[61,77],delet:[41,44,98,124],delimit:[7,85],deliv:123,delta:[8,30],delv:[8,20],demand:[33,77],demo:[4,8,14,70,114,116,125,126,127],dens:[8,13,38,39,75],dense_arrai:13,dense_vector:[2,4,13,90,91],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,43,51,60,64,67,68,75,123],dependent_var:64,deploi:[8,123],deploy:[51,54,70,123],deprec:8,depth:[31,47],dequeu:68,deriv:[5,29,52,59],desc:[31,54,65,76,78],desc_:31,descend:78,descent:[8,33,61],descproto:54,describ:[29,31,32,37,54,57,58,62,63,65,70,75,76,79,114],descript:[7,31,32,53,54,71,75,79,115],deseri:[28,54,62],deserializ:70,desgin:50,design:[8,13,20,36,55,61,72,123],desir:[13,33,61,114],destin:[38,45],destroi:31,destruct:74,det_output:7,detail:[6,7,8,9,10,21,30,37,41,45,47,49,51,54,57,65,67,69,72,74,78,79,104,123],detect:[53,98],detection_evalu:7,detection_output:7,determin:[8,13,31,70],dev:[70,80,87,97,98,104,105,119,123],dev_ctx:31,develop:[32,47,53,62,65,71,73,98,104,107,120],deviat:[6,20],devic:[6,42,43,46,51,60,62,67,69,70,80,87,101,107,112],device_context:100,devicecontext:[31,100],deviceid:112,devid:8,dhcp:123,diagram:57,diamond:49,dic:15,dict:[2,7,14,28,65,69,85,93,115],dict_dim:[83,93],dict_fil:[7,93],dict_siz:[14,36,58],dictionari:[2,7,8,14,28,29,30,65,69,83,127],dictrionari:127,did:62,diff:98,diff_mat:30,differ:[7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,58,60,61,64,67,68,69,71,74,78,104],differenti:48,difficult:[7,30,47],difficulti:20,digit:8,digraph:51,dilat:8,dilation_i:8,dim0:100,dim1:100,dim:[8,13,36,54,57,70,75,77,79,99,100,101,125],dim_:[77,101],dimens:[5,8,9,11,13,21,49,70,75,77,78,83,101],dimension:[8,21],dimes:8,dios_arch:120,dios_enable_bitcod:120,dios_platform:120,dios_use_veclib_for_bla:120,dir:[115,119,126],direct:[8,9,15,47,61,104],directli:[9,20,23,26,32,39,41,46,62,67,76,78],directori:[8,32,35,40,44,45,77,98,102,106,114,124],disabl:85,disadvantag:[61,65],discard:[13,33,37,58,98,110],discexp:85,discount:8,discov:33,discret:8,discrim:49,discuss:[29,31,37,38,39,67,77],disk:54,dispatch:[62,67],displai:[41,45],dist:[73,80,86],dist_train:[29,41],distanc:[7,8],distinguish:32,distribut:[8,20,31,37,38,39,40,42,47,60,68,69,70,79,110,116,117,123],distribute_test:[109,110],disucss:29,div:21,divid:[8,10,42,43,76,79,104],diy_beam_search_prob_so:[109,110],do_forward_backward:66,doc:[4,13,51,57,78,100,102,108,115],doc_cn:102,docker:[73,80,86,87,98,102,108,114,115,116,117,119,123],docker_build:29,docker_clust:108,docker_push:29,dockerfil:[97,98,115,119,121],document:[8,9,30,44,47,50,57,58,67,70],documentari:2,doe:[9,33,37,38,40,41,46,51,57,62,65,67,68,70,71,72,107],doesn:[6,8,13,29,31,66,69,104],dog:126,doing:[36,40,50,67],don:[9,29,32,48,50,66],done:[7,8,9,32,33,37,38,53,54,61,67,71,72,98,104,106,115],dot:[8,9,100],dot_period:[110,112,115],dotmuloper:8,dotmulproject:8,doubl:[46,50,67,100,110],down:106,download:[14,32,33,36,40,44,114,123],doxygen:98,dozen:32,dpython_execut:80,dpython_include_dir:80,dpython_librari:80,draw:58,drive:74,drop:[8,9,21,58],drop_fc:84,drop_rat:[6,84],dropout:[6,9,84],dropout_prob:21,dropout_r:[8,84],drpi_arm_neon:121,drpi_toolchain:121,drwxr:114,dst:38,dtoh:106,dtype:[4,18,21,51,65,85,107,126],due:[37,40,49,58,65,104,105],dummi:[28,37],dump:54,duplic:[21,68],durat:37,dure:[2,8,9,21,26,31,33,37,40,41,42,47,60,61,70,123],duse_eigen_for_bla:119,dwith_c_api:[56,119,120,121],dwith_doc:102,dwith_gpu:[86,102,121],dwith_mkl:102,dwith_profil:106,dwith_python:[56,121],dwith_swig_pi:[56,119,120,121],dwith_test:[86,100,120],dwith_tim:106,dynam:[2,38,56,57,66],dynamic_cast:99,dynamic_recurrent_op:78,e2e:123,each:[2,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,57,58,60,62,64,65,66,67,68,70,71,74,75,76,77,78,104,123],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:46,eas:[13,53],easi:[30,58,61,66,70,72],easier:[29,46,47,66,68,78],easili:[29,49,60,66,71,74,77],ec2:113,echo:[80,87],edg:[15,69],edit:7,editor:65,edu:[14,114],effect:[8,28],effici:[8,54,66,67,77],effort:67,efg:8,eigen:[46,61,70,72,77,100],eigen_device_:77,eigen_use_gpu:100,eigenmatrix:101,eigentensor:101,eigenvector:101,either:[8,9,13,28,29,49,52,53,57,61,67,72],electron:114,elem_dim:8,elememt:8,element:[7,8,9,13,15,21,28,30,37,51,58,68,69,70,100],element_typ:38,elementari:70,elementwis:21,elif:[29,76],els:[29,36,41,47,49,52,53,67,68,74,76,87,93,99,126],emac:97,emailweixu:32,emb1:[36,93],emb2:[36,93],emb:[83,85,93,114,127],emb_group:93,emb_para:85,emb_param_fil:85,emb_sum:83,embed:[29,31,36,53,58,68,75,78,85,96,125],embedding_lay:[36,83,93,127],embedding_nam:[8,96],embedding_s:[8,96],empir:8,emplace_back:99,emploi:76,empti:[7,13,33,58],emul:46,enabl:[6,8,31,32,37,51,68,97,106],enable_grad_shar:[109,110],enable_parallel_vector:110,enableonstart:25,enc_proj:[9,96],enc_seq:9,enc_vec:96,encapsul:[38,69],encod:[9,37,58,93],encoded_proj:[9,96],encoded_sequ:[9,96],encoded_vector:96,encoder1:93,encoder1_expand:93,encoder1_rep:93,encoder2:93,encoder2_rep:93,encoder_ctx:58,encoder_ctx_expand:58,encoder_ctx_proj:58,encoder_dim:58,encoder_last:8,encoder_out_seq:58,encoder_s:96,encount:36,encourag:67,end2end:123,end:[7,8,28,31,51,58,62,66,74,96,98],end_pass:29,end_po:8,endforwardbackward:28,endian:54,enditer:[28,29,90],endpass:[28,29,90],endpoint:[13,35],endtrain:29,engin:41,english:8,enough:31,enqueu:68,ensembl:9,ensur:[33,60,74],enter:31,enterpris:70,entir:[8,9,38,40],entiti:[7,31,74],entranc:43,entri:[13,37,41,53],entropi:[8,65,127],entry_point:41,enueu:68,enumer:[5,85],env:[83,102,104,105,115],environ:[29,69,80,104,106,114],environmenterror:108,eol:98,eos_id:[8,96],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,78,93,100],equat:[7,8,9,10,21,100],equival:[29,31,47,52,76,123],error:[6,7,8,9,21,29,30,37,45,46,47,74,80,85,110,127],error_clipping_threshold:[6,83],especi:[8,9],essenc:29,essenti:[8,29,43,46],estim:[8,29,61,68],eta:114,etc:[7,13,21,31,42,60,61,66,67,74,123],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:115,euclidean:8,eval:[7,18,31,42,49,69,70,127],eval_program:[18,42],eval_result:42,evalu:[8,16,27,28,40,43,51,64,67,69,106,107],evaluate_difficult:7,even:[29,46,47,60,65,66],evenli:38,event:[90,114],event_handl:[28,29,90],eventu:[67,78],everi:[7,8,9,13,18,29,33,37,38,40,42,50,51,53,57,60,65,68,74,76,90,107],everyth:[49,67,68],evid:62,evolv:47,exactli:[8,9,83],exampl:[7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,57,58,62,63,65,66,68,70,71,72,75,77,78,104,107,126],exc_path:80,exceed:8,except:[8,14,40,47,50,78],exchang:62,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:[107,113],execut:[32,33,37,41,42,43,49,51,60,69,71,104],executioncontext:[100,101],executor:[16,18,42,46,47,49,59,63,104,105,107],exist:[29,31,33,45,47,58,65,66,69,71,76,77,78,101],exit:[38,45,114],exp:85,expand:[58,93],expand_a:[8,92,93],expand_lay:93,expand_level:[8,92],expandconvlay:8,expandlevel:92,expans:8,expect:8,experi:54,expert:32,expir:33,explain:[7,33,47,48,50,104],explan:[8,30,41,67,74],explicit:[78,99],explicitli:[29,67,69],explor:[8,58,72],expon:8,exponenti:5,expos:[39,54,77,78],express:[29,42,51,68],extend:[7,61,68,78],extens:[40,58,68],extent:56,extern:[32,55,56,70],external_librari:32,extra:[6,8,9,67,72,77,123],extra_lay:28,extraattr:[6,112],extraattribut:8,extraattributenon:8,extract:[7,8,47,62,67,125,126],extract_fea_c:126,extract_fea_pi:126,extralayerattribut:[6,9,83,84],extralayeroutput:9,extrem:[8,47],f1205:85,f120da72:114,fa0wx:114,fabric:108,face:[32,72],fact:[47,60,63,65],factor:[6,10,21],factor_s:8,factori:55,fail:[33,37,58,69,80,85,110,114],failur:[33,38],fake:49,fake_imag:66,faked_imag:49,fall:[46,64],falloc:44,fals:[6,7,8,9,10,13,21,22,23,30,31,47,52,57,63,64,66,75,79,83,90,91,93,96,99,100,108,112,114,125,127],false_block:[31,52,63],false_label:66,false_neg:42,false_posit:42,false_read:66,fan_in:20,fan_out:20,faq:118,far:78,fashion:67,fast:[8,37,47,106],faster:[8,9,26,33,47],fastest:47,fault:[28,37,70],fbd1f2bb71f4:114,fc1:[51,69,99,112],fc1_bia:51,fc1_weight:51,fc2:[51,69,112],fc3:[51,112],fc4:112,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[65,76,83,85,93,112,127],fc_layer_nam:9,fc_mat:28,fc_op:76,fc_out:31,fc_output:76,fc_param_attr:9,fc_without_b:31,fclayer:99,fcop:48,fdata:93,fea:126,fea_output:126,feasibl:61,featur:[2,5,8,13,14,46,51,60,67,98,126],feed:[9,28,29,50,57,67,69,72,90,107],feed_dict:[49,69],feed_list:107,feeder:[13,107],feedforward:20,festiv:2,fetch:[14,33,36,64,67,80,98,107],fetch_list:107,fetch_op:64,few:[32,33,61,66,67,75],fewer:[8,65],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,54,64,71,75,76,83],fifth:50,figur:[29,32,47,49,57,65,67,68,125],file:[2,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,54,56,66,67,70,77,79,98,100,107,123,126],file_list:2,file_nam:[85,93,126,127],file_typ:13,filenam:[2,15,35,65,83,104,105],fileoffset:44,filesystem:[40,41,44,67],fill:[8,21,33,37,47,65],fill_zero_grad:70,filter:[8,9,21],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,58,74],find_var:30,findop:31,findvar:[31,74],fine:[6,37,48],finish:[33,37,40,41,60,76,114],first:[8,21,28,29,31,33,37,40,41,45,47,49,50,51,57,58,63,64,65,67,70,75,76,77,78,100,101,123,127],first_seq:96,firstli:[7,8],firstn:13,firstseen:114,fit:[14,46,54,58,70],five:63,fix:[6,8,55,67,98,104],flag:[8,14,21],flatten0:51,flatten:[51,63,65,101],flatten_result:83,flexibl:[8,9,29,38,47,50,57,58,61,66,67,77,78],flip:15,flist:108,float16_t:46,float32:[4,13,21,46,48,49,65,66,85,100,107,126],float_16:21,float_to_half_rn:46,floor:[8,85],flow:[21,31,57,73],fluid:[18,20,21,22,23,25,26,77,104,105],fmt:85,fname:85,focu:[51,104],folder:[32,35,41,45],follow:[7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,46,47,48,49,50,51,52,53,57,58,60,61,63,64,65,66,67,68,70,71,72,74,75,76,77,78,104,107,116,117,123],forbid:29,forc:[60,65],force_load:55,forest:31,forget:[10,29],fork:8,form:[8,9,42],format:[7,13,14,15,21,25,28,30,37,46,47,58,78,91,98,99],former:[29,32,47,61],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,54,59,62,63,66,70,71,72,75,99],forward_op:30,forwardactiv:99,forwardbackward:28,forwardtest:4,found:[46,63,72,74],four:[7,42,47,50],foward:64,fp16:[46,70,79],fp32:[70,79],fp64:79,fparam:85,fpga:[69,107],fpgadevicecontext:77,fpgaplac:77,frac:21,frame:[7,70,78],framework:[29,31,42,46,47,51,60,61,63,70,72,74,76,77,100,104,105,107],free:[14,77,123],frequenc:14,frequent:[37,66,70,72,77],fresh:[40,69],friend:74,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,57,58,59,60,62,63,65,66,67,68,69,70,71,74,77,78,80,95,100,101,104,105,106,114,123,125,127],from_no_sequ:[8,92],from_sequ:[8,92],from_tar:[28,90],fromfil:[66,85,126],fromstr:85,front:51,fuction:25,fulfil:106,full:[8,33,40,57,60,61,123],full_matrix_project:[9,93,96],fulli:[21,67,68,123,127],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,65],fullyconnectedlay:99,func:[2,13,37,71],funciton:[9,21],functor:[48,51],fundament:[46,68,70],further:[8,76,123],furthermor:69,futur:[8,40,46,57,67,70,124],fvs:76,fwd_op:71,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_h0:49,g_h0_bn:49,g_h0_relu:49,g_h1:49,g_h1_bn:49,g_h1_relu:49,g_h2:49,g_im:49,g_loss:49,g_optim:49,g_program:65,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,gamma:126,gan:29,gangliao:32,gate:[8,9],gate_act:[8,9,93],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,60,62,100],gauss:6,gaussian:20,gaussian_normal_random:49,gcc:[46,55,70,86,97,104,119,121],gcc_3:89,gce:113,gcepersistentdisk:113,gcreators_:76,gen:8,gen_proto_pi:102,gen_rand_param:85,gender:[14,115],gendrated_id:58,gener:[2,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,60,61,63,64,65,66,67,68,70,71,75,76,77,78,90,106,112,115,125],generated_id:58,generated_scor:58,generated_word_embed:8,generatedinput:[8,95,96],genr:115,gereat:7,get:[2,7,8,13,14,28,30,31,32,33,37,38,40,41,44,47,49,51,57,58,65,69,70,71,74,76,77,78,87,99,104,105,108,114],get_all_op_proto:76,get_block:65,get_cloud_job:69,get_config_arg:112,get_data:[114,127],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:99,get_model:126,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:83,get_shap:28,get_support:[80,89],get_symbol:51,get_tensor:30,get_vari:31,get_word_dict:14,getbatchs:99,geteigendevic:101,getenv:[29,41,108,115],gethostbynam:115,gethostnam:115,getidmap:115,getinfervartyp:53,getinput:99,getinputgrad:99,getinputvalu:99,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:99,getoutputvalu:99,getparam:36,getparameterconfig:36,getparameterptr:99,getparameterspars:36,getparametersremot:36,getplac:[77,100,101],getpodlist:115,getsiz:99,gettask:37,gettranspos:99,getw:99,getweight:99,getwgrad:99,gist:9,git:[73,80,86,97,98,102,119,121],github:[9,32,49,86,97,98,102,104,105,107,119,121,126],give:[2,33,57,65,70],given:[8,13,21,28,38,40,47,48,49,58,66,68,69,72,78],glibc:[119,121],glibc_2:89,glibcxx_3:89,glide:32,global:[6,21,23,29,31,32,33,51,62,69,70,74,76,77,97,106],global_block:65,global_learning_r:6,global_pool:21,global_step:23,globalstat:106,globalstatinfo:106,globe:2,glorot10a:20,glorot:20,glusterf:113,gnueabihf:121,go_librari:32,go_test:32,goal:[46,50,60,70],gob:37,godep:32,godoc:55,goe:[9,33,47,52,74,107],going:[48,61,104,123],golang:32,good:[47,49,61,66,72,104,123],googl:[29,70,85,104,105,119],googleapi:113,got:74,gprof:105,gprotos_:76,gpu:[6,8,11,30,41,42,46,60,61,62,67,69,70,72,73,77,80,87,89,91,97,106,107,108,112,123,126],gpu_id:[83,110,112],gpu_per_train:[67,69],gpudevic:77,gpugpu_id:109,gpukernel:70,gpustarttimestamp:25,grab:33,grad:[30,38,75,110],grad_op_class:70,grad_op_maker_:71,grad_op_typ:[70,71],grad_op_type_:71,grad_share_block_num:[109,110],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,59,60,61,62,70,75,104,108,110,115,127],gradient_clipping_threshold:[6,83,127],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,56],gradientmachin:[4,28,56,62,115],gradientmachine_:36,gradopdescmak:[53,71],gradopdescmakerbas:71,gradopmak:71,grai:15,grain:48,gram:125,grandient:28,graph:[8,21,28,31,32,33,42,43,47,49,57,60,61,63,67,69,79],great:[68,123],greater:[8,61],greaterthan:76,green:49,grep:[87,108],gridsize3d:25,groudtruth:96,ground:[7,8],group:[9,21,22,37,51,77,123],group_input1:96,group_input2:96,group_input:[93,96],grouplen:14,grpc:123,gru:[8,58,127],gru_bias_attr:9,gru_decod:96,gru_decoder_with_attent:96,gru_encoder_decod:125,gru_layer_attr:9,gru_memori:9,gru_out:58,gru_siz:127,gru_step:[58,96],gru_step_lay:9,grumemori:[9,84,96],gserver:[8,99],gsizex:106,guarante:65,guard:36,guest:89,gui:104,guid:[25,44,70,114],gzip:[13,37,114],h0_bn:49,h_prev:31,hadoop:[13,29],half:46,half_to_float:46,hand:[70,77],handi:32,handl:[13,29,41,51,62,66,67,69,74,77,78,107],handler:[28,31],happen:[37,76],hard:[47,58,67,68,78],hardwar:[47,77],harvest:127,has:[7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,54,58,60,63,67,68,69,70,75,76,77,106,107,123],has_kei:28,has_selected_colum:8,hasdependentvar:64,hash:60,hasn:47,hassubseq:93,have:[8,9,13,29,30,31,32,33,37,38,40,41,46,47,48,49,50,54,57,58,60,61,62,63,65,66,67,68,69,70,71,74,75,77,79,123],haven:47,hdf:[13,35],head:[100,108],header:[38,54,56,70,77,85,126],headip:108,height:[8,13,15,31,55,66,85,99,100],height_:75,held:33,hello:29,help:[4,8,21,31,45,47,51,58,66,70,78,98,104],helper:[8,21,67,71,78],henc:[61,65,67,71,72,74],here:[6,7,8,9,13,29,32,33,39,45,47,50,51,57,66,72,76,108,123],heterogen:[67,68],heurist:[8,58,68],hidden:[8,9,59,67,84,85],hidden_a:85,hidden_b:85,hidden_dim:93,hidden_out:31,hidden_s:9,hierach:95,hierarch:[8,63,65,70,93],hierarchi:70,high:[6,20,46,60,77,123],higher:[48,57,78],highest:[13,31],highli:[14,78],him:29,hint:[4,68,104],his:69,histor:48,histori:10,hl_get_sync_flag:99,hold:[29,33,37,39,46,49,51,53,69,74,76,77,101],holder_:[77,101],home:[35,45,67,69,87,104,105,108,114,115],honor:37,hook2:93,hook:[6,93],hookattr:6,hookattribut:6,horizont:[8,15],host:[32,41,114],host_c:[119,120,121],hostfil:108,hostnetwork:115,hostpath:[113,114,115],hot:127,hous:[2,14,91],how:[6,8,21,29,31,33,37,45,47,48,51,57,58,62,67,72,76,104],howardjohnson:93,howev:[8,9,30,40,47,61,62,65,66,67,71,72,75,76,77],howto:[108,115],hpp:[46,55],html:[14,20],htod:106,http:[8,9,13,14,20,32,41,49,86,87,97,98,102,104,105,107,108,113,114,119,121,123,126],huber:8,huge:61,human:[8,20],hwc:15,hyper:[8,49],hyperparamet:[8,72],hyperplan:13,i1116:115,i1117:106,i386:120,iOS:120,icc:47,ics:14,id_input:7,id_rsa:108,idea:[32,47,61,66,72,104],ideal:67,ident:[8,71],identifi:[8,52],identityoffsetproject:8,identityproject:8,idmap:115,ids:[7,8,21,58,83],idx:[37,49,99],ies:45,ifels:[31,63],ifelseop:63,ignor:[2,8,21],iil:85,illustr:[7,33,38,48,57,67,69],ilsvrc:126,im_siz:49,imag:[11,12,13,14,21,22,29,47,49,50,58,59,63,66,69,97,98,114,115,116,117,123,126],image_a:66,image_b:66,image_fil:66,image_h:21,image_lay:66,image_list_provid:126,image_nam:29,image_path:66,image_reader_cr:66,image_s:126,image_w:21,imagenet:[8,20,35],imagepullpolici:115,imageri:8,images_reader_cr:66,imagin:50,img2label:15,img:[2,8,9,67],img_conv_lay:9,img_pool_lay:9,imgsiz:106,imgsizei:106,imgsizex:106,immedi:[61,72],immutable_paramet:29,impel:77,imperfect:70,implement:[8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,55,56,58,62,64,67,68,74,76,77,78],implemet:36,impli:32,implicit:69,imposs:[58,123],improv:[8,68,70,104],in_fals:21,in_plac:21,in_tru:21,inarg:[4,36],inc_path:80,includ:[7,8,9,14,15,23,29,31,32,38,41,46,47,49,51,55,56,57,58,63,65,70,76,98,100,104,106,119,120,121],inclus:58,incorpor:8,incorrect:8,increas:[33,37,46,85],increment:[42,50],incupd:99,inde:13,independ:[8,30,38,69,74,77,123],index:[7,8,11,13,14,21,28,30,31,33,37,63,65,78,93],indexslot:8,indic:[7,8,21,31,38,49,57,63,71,75,77,78],indice_map:78,indices_map:78,individu:[33,60],industri:[33,54,123],ineffici:62,infer:[15,29,31,33,42,47,52,53,55,64,65,69,70,75,90,91],infer_shap:65,infer_var_type_:53,inferfac:53,inferior:40,infershap:[31,65,70,100,101],infershapecontext:[100,101],infervartypefn:53,info:[7,8,14,46,57,90,93,99,108,115,123],infom:8,inform:[8,14,21,28,31,41,45,51,54,57,60,65,67,72,74,75,104],infrastructur:47,inherit:[31,59,70,77],ininst:29,init:[6,20,28,31,49,57,58,67,90,91,99,108,115],init_attr:65,init_from_tar:28,init_hook:[93,127],init_model_path:[109,110,112,125,127],initi:[2,6,8,9,14,16,21,28,32,37,42,50,57,60,61,65,67,68,72,76,78,91,107,110,127],initial_max:[6,85],initial_mean:[6,8,85],initial_min:[6,85],initial_std:[6,8,85],initialize_op_attr:65,initpaddl:4,initrd:123,inlcud:9,inlin:[77,101],inner:[8,83,93],inner_:93,inner_mem:93,inner_param_attr:9,inner_rnn_output:93,inner_rnn_st:93,inner_rnn_state_:93,inner_step:93,inner_step_impl:93,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:101,input1:[8,9,101],input2:8,input:[2,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,57,58,61,62,64,65,66,67,68,69,70,71,74,76,77,78,83,84,85,90,91,92,93,95,96,99,100,101,107,112,115,125,127],input_conf:8,input_data:99,input_data_target:99,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:99,input_id:8,input_imag:9,input_index:99,input_label:99,input_lay:99,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:78,input_seq:8,input_sequence_data:99,input_sequence_label:99,input_sparse_float_value_data:99,input_sparse_non_value_data:99,input_t:99,input_to_check:30,input_typ:[83,93,127],input_valu:30,input_var:[30,65],inputbuff:36,inputdef:99,inputgradi:71,inputlayers_:99,inputs_to_check:30,inputtyp:13,insert:[60,64,70,71,98],insid:[7,9,33,42,62,66,67,68,70,71],instal:[8,41,73,80,86,87,89,91,98,102,104,105,108,114,119,120,121],install_android:119,instanc:[8,30,31,33,35,39,43,52,57,58,61,65,67,70,71],instanti:[33,43,107],instead:[8,9,11,13,32,36,41,46,47,50,51,67],instrins:46,instruct:[31,50],int16:79,int32:[63,78,79,110],int64:[44,75,79],integ:[2,7,8,13,21,37,41,46,55,58,90,127],integer_sequ:83,integer_valu:[2,13,83,90,93,127],integer_value_sequ:[2,13,58,93,96,127],integer_value_sub_sequ:93,integr:[7,123],intel:[47,77],intellig:[20,43],inter:[8,67],interact:8,intercept:8,interchang:[50,70],interconnect:60,interest:[46,60],interestingli:47,interfac:[6,8,9,20,23,25,26,28,31,37,41,45,51,60,62,70,71,77,123],intergr:8,intermedi:[45,49,59,67],intern:[8,9,20,23,28,46,104,105],internet:[32,33,123],interpret:[7,47],interv:8,intrins:46,introduc:[8,15,31,33,49,54,72,74,76,104],intuit:[40,70],invalid:[66,74],invent:47,invoc:[32,47,48,70],invok:[2,8,18,28,62,65,67,68,70,71,76,106],involv:58,iob:7,ioe:7,ios:120,ios_arch:120,ios_deployment_target:120,ios_development_root:120,ios_enable_bitcod:120,ios_platform:120,ios_sdk_root:120,ios_use_veclib_for_bla:120,ip_str:115,ipc:113,ips:115,ipt:[8,65,76,85,93,96],ipx:123,ipython:29,is_color:15,is_gener:125,is_loc:28,is_predict:127,is_revers:21,is_seq:[8,96],is_spars:21,is_stat:[6,85],is_target:64,is_tensor:76,is_test:[21,126],is_traget:64,is_train:[2,15],isinst:[4,90],ispodallrun:115,isspars:99,issu:[32,49,69],issue_numb:98,istag:73,item:[8,13,28,40,46,66,91,115,123],iter:[2,8,9,10,13,28,29,33,47,61,66,67,78],iter_multiple_input_and_param:65,its:[2,8,9,20,26,28,29,30,31,33,37,42,47,49,50,51,53,54,57,58,60,61,62,64,65,70,71,74,75,76,77,106],itself:[33,40,61,74],ivs:76,java:[31,55,63,70],jeremi:106,jian:20,job:[14,40,67,69,70,109,110,112,113,115,126,127],job_dispatch_packag:108,job_id:14,job_mod:125,job_nam:[41,115],job_namespac:115,job_path:115,job_path_output:115,job_workspac:108,jobnam:115,jobpath:115,jobselector:115,jobserv:41,join:[33,93],jointli:9,jpg:[15,126],json:[51,114],jth:9,judg:8,juditski:61,jupyt:41,just:[5,7,8,9,14,21,32,37,38,47,49,53,61,62,65,66,67,70,71,72,74,75],jypyt:29,k8s:[115,123],k8s_data:115,k8s_job:29,k8s_token:29,k8s_train:115,k8s_user:29,kafka:35,kaim:20,kaimingh:126,kebilinearinterpbw:106,kebilinearinterpfw:106,keep:[8,13,15,20,33,47,50,58,61,65,74,76,123],keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,70,71,76,78,97,98,106,113,115],kept:[8,65],kera:72,kernel:[8,30,46,47,61,72,75,77,100,101],key1:110,key2:110,keyword:[65,115],kill:33,kind:[29,30,33,39,50,59,60,77,79,113,114,115],know:[29,37,54,104],known:[21,31,47,48,57],kriz:14,kselectedrow:75,ksimonyan:9,kube:113,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeadm:113,kubectl:[108,113,114,115],kuberent:33,kubernet:[29,33,70,103,108,115,116,117,123],kubernetes_service_host:29,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,65,76,93,127],kwd:25,l1_rate:6,l1_regularization_op:72,l2_rate:6,l2_regularization_op:72,l2_sim:8,l2regular:[83,127],l93:36,label:[2,7,8,13,14,15,21,28,42,47,49,50,51,59,63,66,67,68,69,83,90,93,107,114,126,127],label_dim:[8,93,127],label_fil:66,label_lay:66,label_path:66,labelselector:115,lag:110,lake:2,lambdacost:8,lambdarank:8,lan:108,languag:[8,14,50,70,74,125],larg:[11,14,54,61,67,68,98],larger:[6,7,8],larger_than:[31,52,63],last:[7,8,9,21,47,57,63,92,93],last_seq:[58,93],last_time_step_output:8,lastseen:114,latenc:[8,46,67],latent:8,later:[32,47,70,72,77,101,124],latest:[8,31,32,33,40,80,87,98,102,114,115],latter:[61,78,104],launcher:29,layer1:[8,9,83,92],layer2:[8,83,92],layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,59,61,63,66,67,68,70,72,76,77,78,83,85,90,91,92,95,96,99,107,126,127],layer_0:99,layer_att:84,layer_attr:[8,83,84,96,112],layer_num:[112,126],layer_s:8,layer_typ:8,layerbas:99,layerconfig:99,layergradutil:99,layerhelp:[21,65],layermap:99,layeroutout:8,layeroutput:9,layers_test:80,layout:15,lazi:[61,72],lbl:7,leaki:49,learing_r:59,learn:[6,7,8,9,10,14,29,38,40,49,50,58,60,61,66,67,68,69,70,72,77,87,106,124,126],learnabl:28,learning_method:[125,127],learning_r:[6,23,38,67,83,85,107,125,127],learning_rate_arg:85,learning_rate_decay_a:85,learning_rate_decay_b:85,learning_rate_schedul:85,leas:33,least:[7,33],leav:31,lecun:14,left:[8,31],left_cmd:13,left_right_flip:15,legal:76,len:[2,8,38,44,47,65,91,93,99,115,127],length:[8,9,13,14,15,21,38,46,54,57,58,70,78,114],less:[8,29,123],less_than:29,let02:114,let:[7,8,29,31,40,48,50,57,58,59,71,77,104],level:[6,8,20,21,46,48,51,54,57,58,77,78,79,95],lgtest:32,lgtest_main:32,lib64:[80,87,110],lib:[56,86,104,105,119,120,121],lib_path:80,libapi:32,libari:56,libc:89,libcuda:[80,87],libgcc_:89,libgoogl:[104,105],libnvidia:[80,87],libpaddl:[55,56,70,98,104,105],libpaddle_capi:56,libpaddle_gserv:56,libpaddle_math:56,libprotobuf:85,librari:[8,32,39,56,60,67,110],libstdc:89,licens:60,life:33,lifecycl:123,lifetim:74,lightweight:48,like:[7,8,13,14,21,31,32,33,36,41,47,48,49,50,51,53,60,61,65,66,70,71,72,74,75,78,104,107,123,126],limit:[8,13,21,47,54,58,70,72,85,106],linaro:121,line:[2,7,13,25,32,36,41,45,50,61,63,65,70,72,83,85,93,98,104,112],line_break:13,line_count:85,linear:[8,21,58,83,85,90,91],lineno:[104,105],link1:46,link2:46,link:[8,9,32,44,45,74,95,123],linux:[13,44,89,97,113,119,121],linux_x86_64:[73,80,89],lipeng:125,lipo:120,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,59,62,65,69,71,74,78,83,104,105,112,126,127],listdir:108,listen:33,littl:[38,47,54],live:107,load:[15,29,33,49,60,65,67,90,115,126],load_and_transform:15,load_data_arg:4,load_featur:126,load_feature_c:126,load_feature_pi:126,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[109,110,112,125],load_mnist:49,load_paramet:85,loadparamet:4,loadsave_parameters_in_pserv:[36,109,110],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,57,63,65,70,86,104,109,110,115],local_scop:30,localhost:[87,102,113],localip:115,localpath:45,locat:[8,28,32,47,78],lock:[32,33,37,38,68],lod:[21,54,57,75,78,79],lod_desc:[75,79],lod_expand:58,lod_level:[21,65,75,79],lod_tensor:[21,57,75,79],lod_tensor_arrai:21,lodtensor:[53,54,70,79],lodtensordesc:[54,75],log:[37,45,49,67,81,85,89,99,108,110,114,115],log_barrier_abstract:[109,110],log_barrier_lowest_nod:[109,110],log_barrier_show_log:[109,110],log_clip:[109,110],log_error_clip:[109,110],log_period:[110,112,114,115,127],log_period_serv:[109,110],logarithm:5,logger:[2,93],logic:[40,49,53,59,60,62,67,68,74,78],logist:127,logit:49,longer:[33,67],look:[2,7,31,41,47,50,61,65,71,72,107],lookahead:8,lookup:[21,53,58,107],lookup_t:21,loop:[30,31,47,66,74],loop_var:78,loss:[8,23,49,51,59,61,72,127],lot:[58,61,65,67,72,123],low:[8,20,59,60,77,78],low_rnn:57,lower:[8,46,57,58],lower_level_rnn:57,lpaddle_capi_shar:56,lpaddle_capi_whol:56,lrelu:49,lstm:[8,93,96,114,127],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,93],lstm_group_input:93,lstm_input:93,lstm_last:93,lstm_layer_attr:9,lstm_nest_group:93,lstm_output:93,lstm_size:127,lstm_step:9,lstmemori:[9,84,93,96],lstmemory_group:[8,84,93],lstmemory_unit:84,ltr:8,mac:[56,119],machin:[9,14,28,47,49,60,61,67,68,72,83,95,108,123],machine_transl:96,maco:[89,97],macro:[48,71],made:[33,38,47],mai:[8,9,30,31,42,46,60,66,67,68,69,70,74],main:[4,21,47,51,60,63,70,104,105],main_program:[18,21,22,42],mainli:[39,77],maintain:[8,31,37,61,65,70,124],majel:32,major:[46,67],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,57,58,61,62,65,66,67,70,72,77,78,86,97,98,99,100,102,104,106,119,120,121,123],make_ddim:101,make_function_oper:48,make_vari:76,maker:[70,71],malloc:77,man:44,manag:[23,28,33,38,39,45,67,74,77,102],mandarin:8,mani:[9,15,32,37,47,49,58,62,65,70,71,74,75,76,78],manili:51,manipul:[47,65,71],manner:[8,61,72],manual:[59,61,67,71,85,123],manufactur:47,manylinux1:89,manylinux1_x86_64:[73,80,89],map:[7,8,13,28,29,31,37,65,71,74,76,77,78,90,123],map_fn:78,map_read:13,mapper:13,mapreduc:29,mark:[49,50,57,58,68,74,104,123],market:46,mask:[6,8,21],master:[29,40,70,73,113,121],mastermind:32,mat:[55,56],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[8,21,32,46,83],matchbox:123,math:[9,55,70,99,100,106],mathemat:72,matirx:8,matmul:[31,51,57,78,100],matrix:[7,8,9,13,21,28,36,55,56,99,100],matrixptr:99,matrixtyp:56,mattyp:36,max:[6,8,13,14,21,22,30,65,85,92,106,112],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,58,96],max_movie_id:14,max_relative_error:[30,100],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:8,maximum:[7,8,14,31,38],maxinum:11,maxoutfunctor:77,maxpool:8,mayb:31,md5:[14,34],mean:[6,7,8,9,10,11,13,15,20,28,32,43,51,58,64,66,67,74,83,104,107,110,123,126],mean_meta:126,mean_meta_224:126,mean_valu:126,mean_var_nam:8,meant:78,measur:42,mechan:[8,9,39,42,65,71],mem:[8,31,41,58,93],mem_per_p:69,mem_per_train:69,member:[8,14,29,50,51,62,65,74],memcpi:[62,106],memor:8,memori:[9,31,36,37,41,46,54,58,61,70,96,101,106,107,114],memory_boot:9,memory_nam:[8,84],memory_test:97,memory_threshold_on_load_data:[109,110],memoryalloc:77,mention:[21,32,37,47,57,60,61,67,68],mere:9,merg:[8,18,38,40,42,57,60,62,98],mergedict:125,messag:[31,47,50,54,63,64,65,70,71,75,79,80,98,114],meta:126,metadata:[44,114,115],metal:[113,123],metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,59,60,65,66,68,70,74,75,78,104,105],methodolog:61,metric:[18,42],mfs:115,microarchitectur:46,might:[8,31,32,47,63,68,104],million:14,min:[6,8,65,106,112],min_block:31,min_count:68,min_desc:31,min_pool_s:[2,83],min_word_freq:14,mind:104,mini:[8,13,18,28,31,33,42,47,52,57],mini_batch:66,minibatch:[8,21,31,42,50,52,63],minikub:113,minim:[23,31,47,49,59,68,70,107],minimum:8,minsizerel:[119,120,121],minu:71,minus_grad:71,minusgradop:71,minusop:71,minusopgradmak:71,minusopprotoandcheckermak:71,minut:[33,40],mip:119,mirror:32,mislead:38,miss:49,mistak:47,mix:[9,78,96],mixed_lay:[9,93],mixed_layer_attr:9,mixedlayertyp:8,mixtur:104,mkdir:[45,86,102,108],mkl:[47,70,77,86],mkldevicecontext:77,mkldnn:8,mkldnn_batch_norm:8,mkldnnplace:77,mlp:51,mlr:20,mnist:[2,4,35,49,50,63,66,67,69,70,104,105],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:66,mnist_train:[2,66],mnist_train_batch_read:66,mnt:115,mobil:[46,47,70,102,118],mode:[8,25,28,46,60,98,115],model:[8,9,14,28,31,33,34,42,50,59,60,61,67,68,69,70,72,78,90,91,102,112,124,125,127],model_config:4,model_list:[110,112],model_path:112,model_zoo:[125,126],modifi:[8,46,51,67,72,98],modul:[2,9,14,28,48,49,58,67,78,85,100,104,105,126,127],modular:58,modulo:8,moment:[23,104],momentum:[6,21,23,74,83,90,127],momentumop:[104,105],mon:114,mono:8,month:32,moosef:113,more:[7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,57,58,59,65,66,67,68,70,72,78,85,104,106,107,123],most:[8,13,21,28,29,32,40,50,51,58,61,66,67,72,77,104,107,123],mostli:[46,123],motiv:70,mount:41,mountpath:[114,115],move:[8,33,37,45,47,61,123],movi:[2,14],movidiu:47,movie_categori:14,movie_id:115,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[60,108],mpirun:108,mse:[47,50,59,63],msra:20,much:[8,33,47,59,66,72,78],mul:[48,65,69,99,100],mul_grad:100,mul_op:[21,100],mul_ratio:8,mul_result:65,mulgradkernel:100,mulkernel:100,mulop:[48,100],mulopgrad:100,mulopmak:100,multi:[8,42,60,62,104,123,126],multi_binary_label_cross_entropi:8,multi_crop:126,multigradientmachin:62,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,60,67,68,69,70,79,90,104],multiple_input:65,multiple_param_attr:65,multipli:[7,8],multiprocess:13,must:[5,7,8,9,13,15,21,38,54,64,65,66,70,76,83,99,100,101,108],mutabl:[77,101],mutable_data:[77,100,101],mutuable_data:77,mxnet:[31,47],my_cost:85,my_lib:108,mypaddl:[114,115],name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,58,63,65,69,70,73,75,76,78,79,85,90,91,93,96,99,106,107,112,113,114,115,116,117,123,127],name_prefix:35,namespac:[31,52,55,65,99,100,113,114,115],nativ:[8,46],natur:[37,40,58,68,78],ncall:[104,105],nccl1:60,nccl2:60,ncclinit:60,nchw:[8,21],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:119,nearest:46,nearli:30,necess:78,necessari:[8,31,38,40,42,54,58,62,65,76,78],neck:60,need:[7,8,9,13,20,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,58,59,60,61,62,64,65,67,68,69,70,71,72,74,75,76,77,78,80,106,115,123],need_tran:85,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:60,neon:46,ner:7,nerual:21,nervana:47,nest:[8,13,31,63],net:[8,9,16,31,49,57,74],net_diagram:126,netop:[31,70],network:[4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,57,59,61,66,67,68,72,74,76,77,79,84,90,91,93,112,115,123,125,126],network_config:112,neural:[8,9,13,20,28,29,31,33,51,57,61,67,72,74,77,79,91,93,95,125],neuralnetwork:62,neuron:21,never:[13,66,74,114,115],new_block_idx:65,new_stat:57,newblock:65,newest:38,newli:[46,123],newop:31,newopdesc:65,newprogram:65,newremot:67,newvardesc:65,next:[2,8,14,33,39,58,60,78,104],nfs:115,nfsdir:115,ngram:14,nic:[109,110,115],nil:37,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:83,nnz:99,no_cach:2,no_grad_set:[23,30,100],no_sequ:[2,8,90],node0:115,node1ip:108,node2ip:108,node3ip:108,node:[8,32,40,51,58,60,67,68,69,70,79,108,113,114,115,123],node_0:115,node_1:115,node_2:115,node_id:108,nodeattr:51,nodeentri:51,nodefil:108,nodesep:51,nohup:108,nois:[8,33,49],noisi:[8,49],non:[8,21,33,46,47,75],none:[2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,57,58,59,63,65,69,76,78,96,107,126],nonlinear:20,norm:[9,49],norm_by_tim:8,normal:[8,9,14,20,61,114,115,126],notat:8,note:[6,8,9,11,15,18,28,29,31,36,37,41,54,60,66,70,77,101],notebook:[41,87],noteworthi:47,noth:[5,28,65,74,98],notic:[47,60,71],notingradi:100,notion:78,notori:30,now:[13,32,33,49,54,61,68,70,71,72,74,95],np_arrai:13,nproc:97,nullptr:[71,74,99],num:[8,9,108,110,115],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,51],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[108,109,110],num_group:8,num_hidden:51,num_neg_sampl:8,num_p:[67,69],num_parameter_serv:29,num_pass:[28,90,109,110,112,114,115,127],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:75,num_samples_process:85,num_shard:35,num_step:78,num_train:[67,69],number:[7,8,9,13,14,15,21,31,33,35,42,61,66,68,70,76,78,104],numchunktyp:7,numdevices_:112,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:112,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,65,66,85,86,90,100,126],numreal:36,numsampl:106,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:97,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,60,77,80,87,97],nvlink:60,obei:7,obj:[2,85,126,127],object:[2,6,8,9,13,28,29,36,42,49,51,55,59,65,69,70,72,74,106],observ:8,obtain:[40,61],obvious:[32,104],occup:115,occupi:46,occur:[14,28],occurr:31,oct:114,odd:8,off:[56,86,97,98,102,108,119,120,121,123],offer:[31,69,70,76],offici:[8,32],offlin:[33,35,123],offset:[8,36],often:[8,36,51,104],ograd:99,old:[30,38,40,58,70],older:47,omega:72,omit:[83,127],omp_num_thread:[104,105],ompi_comm_world_rank:108,on_init:2,onc:[8,33,37,42,47,50,61,67,68],one:[2,5,7,8,9,11,13,20,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,58,59,60,61,62,63,64,65,66,67,69,70,71,74,75,77,78,107,123,127],onehotcrossentropyopkernel:100,ones:[48,49,70],onli:[7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,45,46,47,49,50,57,58,59,60,62,65,67,68,69,70,75,76,77,78,93,95,123],onlin:[8,10,33,35,66],only_cpu:30,onnx:47,onto:[21,67,68],op_:100,op_check:100,op_class:[70,76],op_desc:[53,64],op_info:107,op_maker_class:[70,76],op_proto:76,op_registri:107,op_test:100,op_typ:[70,100],opattrcheck:100,opcreat:76,opdesc:[31,50,63,64,65,70,71,76,79],opdescbind:[53,71],opdescbuild:31,open:[2,8,15,29,35,47,49,66,83,85,90,93,104,126],openbla:[86,87],opencv:15,openmp:104,openmpi:108,opensourc:60,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,57,58,59,60,64,67,69,72,74,77,79,100,101,107],operand:46,operartor:101,operator_grad:30,operatorbas:[31,48,70,71,76,100],operatorwithkernel:100,opinfo:[53,70,71],opinfomak:53,opinfomap:71,opkernel:[100,101],opkernelkei:70,opmak:76,opproto:100,opprotoandcheckermak:[71,100],opprotomak:[76,100],opregist:76,opregistri:76,ops:[23,30,31,32,50,51,61,63,64,65,70,77,100,123],ops_:31,ops_test:32,opt:[29,59,64,69,76,86,115],opt_op_list:59,optest:100,optim:[6,16,27,28,30,43,49,60,61,62,63,67,68,69,70,72,75,83,85,90,104,107],optimis:59,optimize_op_attr:65,optimzi:83,option:[7,8,18,21,25,29,32,49,54,63,64,65,70,75,76,79,104,119,123],optmization_op_list:59,opts_np:64,optyp:[53,76],opwithkernel:75,order:[8,9,13,15,28,43,50,54,66,72,78,104,105,115,123],ordereddict:28,org:[7,8,9,14,20,35,44,49,87,108],organ:[7,8],orient:76,origin:[8,9,13,14,30,46,49,74,78,98],other:[7,8,9,13,21,23,31,33,38,45,46,47,53,57,61,64,72,74,76,77,104,107,123],otherchunktyp:7,otherwis:[8,13,14,15,21,28,29,33,38,40,49,53,66],our:[29,32,49,53,60,61,67,68,74,78,104],out:[8,21,28,29,31,32,37,40,47,51,57,58,65,67,83,93,95,96,100,101,104,105],out_dir:115,out_left:8,out_mem:96,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,93],outer_mem:93,outer_rnn_st:93,outer_rnn_state_:93,outer_step:93,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,54,57,58,61,63,64,65,66,67,68,70,71,74,75,76,77,78,83,90,93,96,100,101,104,108,112,114,115,125,126,127],output_:8,output_all_step:57,output_dim_idx:21,output_dir:126,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,83,90,91,126],output_max_index:11,output_mem:[8,96],output_mod:25,output_nam:30,output_num:57,output_path:35,output_s:21,output_seg:78,outputbuff:36,outputgradi:71,outputh:8,outputw:8,outsid:[2,8,9,67,74],outupt:78,outv:99,over:[8,9,28,29,47,60,61,78],overal:[49,61,123],overfit:[21,72],overlap:[7,8],overlap_threshold:[7,8],overload:46,overrid:[31,33,45,69,77,100,101],overview:[37,38,39,77],overwrit:45,own:[8,38,40,51,53,59,60,61,67,69,72,76],paam:15,pack:[78,85],packag:[13,14,37,41,48,73,80,104,105],pad:[9,21],pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,54,55,56,57,58,62,63,67,69,70,72,76,77,78,83,85,86,87,89,90,91,96,97,98,99,100,102,104,105,106,107,108,112,114,115,119,123,125,127],paddle_begin_init_param:38,paddle_dir:100,paddle_doc:102,paddle_docs_cn:102,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:31,paddle_enforce_eq:[100,101],paddle_error:[55,56],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:108,paddle_init_param:38,paddle_init_port:108,paddle_init_ports_num:108,paddle_init_ports_num_for_spars:108,paddle_init_pserv:108,paddle_init_trainer_count:108,paddle_init_trainer_id:108,paddle_init_use_gpu:108,paddle_job:41,paddle_manylinux_devel:86,paddle_matrix:[55,56],paddle_matrix_cr:56,paddle_matrix_get_shap:55,paddle_matrix_shap:55,paddle_n:115,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:114,paddle_paramet:38,paddle_port:115,paddle_ports_num:115,paddle_ports_num_spars:115,paddle_process_by_paddl:115,paddle_pserver2:108,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:125,paddle_save_model:38,paddle_send_grad:38,paddle_server_num:115,paddle_source_root:125,paddle_train:[56,73,108,115],paddledev:[114,115],paddlepaddl:[8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,58,59,62,65,66,69,70,74,78,79,86,87,89,91,96,97,98,104,105,106,108,116,117,119,121,123,124,125],paddlepaddlebook:87,pain:69,pair:[7,8,23,25,31,50,59,67,70],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:125,paper:[8,20,49],para:[36,125],paraconvert:125,paradigm:70,paragraph:57,paragraph_data:57,paragraph_out:57,parallel:[60,67,68,70,106,112,114,115],parallel_nn:[6,109,110],param:[6,8,9,13,23,30,31,38,62,65,77,85,101],param_attr:[8,9,21,22,36,65,83,85,96],param_config_proto:38,param_fil:85,param_initi:21,paramattr:[6,8,16,83,85,96],paramet:[7,9,10,11,13,18,21,23,27,30,31,32,34,36,40,43,45,47,49,50,51,53,54,57,59,60,63,66,67,74,76,78,83,85,90,91,107,108,110,115],parameter_block_s:[109,110],parameter_block_size_for_spars:[109,110],parameter_learning_r:6,parameter_list:[23,59],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient2:115,parameterclient_:36,parametermap:99,parametermutex_:36,parameters_:99,parameters_and_grad:[23,59],parameterserver2:36,parameterset:29,parameterupdat:62,parameterupdater_:36,parametr:8,params_grad:59,params_pass_90:90,params_pass_:90,paraphras:125,paraphrase_data:125,paraphrase_model:125,paraphrase_modeldata:125,paraspars:99,parent:[31,63,65,70],parent_:[31,74],parent_idx:65,parenthes:70,pars:[13,14,32,43,51,97],parse_config:4,parse_known_arg:115,parsefromstr:85,parser:[13,115],part:[7,8,31,40,47,54,63,65,67,77,104,123],partial:[8,28],partial_sum:8,particular:[50,54,70],particularli:20,partit:[33,35,43,67,68,70],paserv:115,pass:[2,8,13,18,21,26,28,31,33,42,47,49,54,59,61,62,64,65,66,70,72,74,78,83,90,98,106,110,112,114,115,127],pass_gener:8,pass_id:[28,90],pass_idx:66,pass_manu:85,passtyp:99,past:29,patch:44,path:[7,13,14,15,28,33,37,38,41,58,66,110,113,114,115,119,120,121],path_to_paddlepaddle_working_directori:102,pattern:[14,33,55,61,72],paus:[33,40],pcie:60,pdf:9,peer:[60,81],pem:[29,35],pend:[33,37],pep425tag:[80,89],per:[7,8,14,15,33,38,60,61,66,72],percal:[104,105],perf_test:[104,105],perform:[8,9,20,21,30,38,42,46,47,49,60,62,66,67,70,72,77,105,106,109],perftool:[104,105],period:[33,40,69,110],permut:21,peroid:[8,15],persist:[43,75,79],persistentvolum:113,persistentvolumeclaim:[113,115],person:[7,29],perspect:70,perturb:30,peter:69,pex:123,pfs:[35,45,69],pfsclient:35,pfspath:45,phase:[21,58,60,61,66,71,123],philosophi:[61,72],photo:49,physic:123,pickl:108,pictur:60,pid:113,piec:[8,9,43],pil:15,pillow:41,pip:[73,80,86,89,91,98,102,104,105],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,21,33,40,60,67,68,70,101,107],place_:77,placehold:[49,77,101],placement:68,plain:[7,8,13,41,54,56],plan:[33,70],platform:[31,77,89,100,101,107,119,120],pleas:[6,8,9,10,15,29,33,37,38,39,51,57,65,66,69,70,77,79,80,102,104,115,124],plot:29,plu:[8,30],plug:[60,61],pnpairvalid:109,pod:[35,41,113,114,115],podip:115,podlist:115,point:[31,33,41,46,60,69,77,101,104,106,123],pointer:[31,38,47,51,65,70,74,77,101],polar:14,poli:85,polici:77,pollut:40,polyak:61,ponit:51,pool3:99,pool:[9,21,27],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,21],pool_siz:[2,8,9,21,22],pool_size_i:8,pool_strid:[9,21,22],pool_typ:[8,9,21,22],pooled_height:8,pooled_width:8,pooling_lay:[9,83,127],pooling_typ:[8,83,92,127],poolingtyp:11,pop:31,popul:38,popular:[32,49,51],port:[32,104,108,109,110,114,115],port_num:109,portabl:51,portal:102,ports_num:[108,110,115],ports_num_for_spars:[36,108,109,110,112,115],pose:33,posit:[2,7,8,9],positive_label:7,posix:113,possibl:[29,31,37,65,68,72],post:[41,44],postpon:72,potenti:[46,106],pow:85,power:[46,60,123],ppo_workspac:102,pprof:[104,105],pre:[8,9,14,29,38,125],pre_activ:65,pre_bia:65,pre_dictandmodel:125,pre_stat:[57,78],preambl:65,precis:[7,42,46,61],precision_evalu:7,pred:51,predetermin:8,predic:14,predict:[2,4,7,8,28,67,72,83,91,125,126,127],predict_fil:[109,110],predict_lay:28,predict_output_dir:[109,110,127],predict_sampl:4,prediction1:28,prediction2:28,prefer:[47,113],prefetch:[36,99],prefix:[7,9,33,35,58],pregrad:99,premodel:125,prepand:65,prepar:[30,41,62,108,116],prepend:65,prepend_oper:65,preprocess:[14,15,78,125,127],present:[29,31,78,98],preserv:45,press:20,prev_batch_st:[109,110],prevent:[10,21,29,33,37,40,72,104],preview:70,previou:[8,9,28,33,45,57,58,68,104],previous:8,previous_memori:31,price:[14,70,91],primari:[47,50],primarili:[61,72],primit:[46,60,78],principl:[29,32],print:[4,6,28,29,47,51,67,80,89,90,91,104,108],print_graphviz:51,print_s3_bucket:13,printallstatu:106,printer:7,printstatu:106,priorbox:8,prioriti:70,prite:7,privat:[31,56,65,74,75,76,77,78,98,101],pro:60,prob:[7,28,91],probabilist:[8,125],probabl:[7,8,21,28,58],problem:[8,29,30,32,40,47,49,50,61,70,72],proc:87,proce:[13,33,66],procedur:[31,54],proceed:20,process2:93,process:[2,6,8,9,13,29,31,35,36,37,40,42,47,51,54,60,67,72,76,83,85,93,104,115,127],process_num:13,processdata:126,processor:[46,106],prod:98,produc:[8,9,13,33,47,51,66],product:[8,9,21,41,47,90],productgraph:114,prof:[104,105],profil:[16,45,105,106],profl:105,proflier:106,prog:115,program:[13,18,20,21,25,29,35,38,40,50,52,59,60,66,67,69,70,74,104,106,115],programdesc:[43,47,54,64,65,69,71],programm:[47,65,67],progress:[33,37],proj:8,project:[8,9,41,56],promis:[8,9,58],prompt:[45,47],prone:29,propag:[8,10,47,61],properti:[51,72],propos:[31,47,58,59,60,61,68,78],protect:[46,76,99,100],proto:[11,54,63,70,76,79,100],proto_:76,protobuf:[28,31,41,43,47,50,51,54,63,65,70,71,76,85],protocol:[7,107,123],protomak:100,provi:108,provid:[8,14,29,31,38,41,42,46,47,49,51,53,60,61,65,69,72,76,77,78,83,91,93,104,109,123,127],provis:123,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,70,108,109,110,115],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,109,110],pserver_spec:28,pseudo:[29,41,71,78],pseudocod:78,psize:99,ptr:[56,77],pub:108,pull:[32,70,73,87],purpos:[8,33,67,68,106],push:[31,47,115],push_back:99,put:[32,33,36,65,68,77],pwd:[86,87,97,98,102,119],pxe:123,py_paddl:[4,80],pybind:[31,46],pydataprovid:83,pydataprovider2:[2,4,115],pyramid:8,pyramid_height:8,python2:[104,105],python:[13,21,28,29,31,39,42,47,48,49,50,51,55,58,62,70,73,77,78,80,83,86,89,91,96,97,98,99,100,102,105,107,108,125,126],pythonpath:80,pytorch:47,qualcomm:46,queri:[7,8],query_id:7,question:[8,29,68,76],queue:68,quick:[51,114],quick_start:[41,114,115,116,127],quick_start_data:114,quickli:[58,65,70],quickstart:114,quit:58,r14b:119,r_t:8,rais:[13,51,108],rajathkmp:49,ran:[68,106],rand:[49,85,106,110,112],random:[6,8,13,20,21,35,49,62,65,66,85,100],random_crop:15,random_imag:35,randomli:[15,21,40],rang:[8,13,20,35,46,49,66,67,69,76,115,127],rank0:60,rank1:60,rank:[8,21,29,78,126,127],rank_tabl:21,rankdir:51,ranktabl:21,rapid:71,rare:2,raspberri:122,raspberrypi:121,raspbian:121,rasspberri:121,rate:[6,7,8,9,10,14,38,83,115],rather:[41,49,78],ratio:[8,110],raw:[8,13,54],rdma_tcp:[109,110],reach:[33,60],read:[2,13,15,21,28,29,33,35,47,66,67,68,70,78,85,123,126],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_next_from_fil:83,read_paramet:85,read_ranking_model_data:29,readabl:[70,104],reader:[14,28,35,46,49,50,63,67,69,90,104,105,108],reader_cr:35,reader_creator_bool:66,reader_creator_random_imag:[13,66],reader_creator_random_image_and_label:[13,66],readi:[33,114,123],readlockguard:36,readm:[56,98],readwritebuffer_:36,real:[8,36,49,66],real_process:2,realist:29,realiz:[31,57],realli:[47,72],reason:[9,29,30,33,47,114],recal:7,receiv:[13,33,41,57,68],recent:61,recognit:[8,126],recommend:[9,29,115],record:[13,37,76],recordio:[13,14,29,35,37,67,69],recov:[33,78],recover:70,recoveri:37,rectifi:[8,20],recurr:[57,74,93,94],recurrent_group:[9,84,93,95,96],recurrent_lay:9,recurrent_op:78,recurrentgradientmachin:[56,58,78],recurrentgroup:7,recurs:[31,32,45,70],recv:[60,67,68],recvparametertyp:36,red:[49,104],redirect:13,reduc:[8,21,46,60,68,70,104,105],reduce_by_kei:70,reduce_mean:49,refactor:[50,58,61,62,65,67,68,72,78],refer:[6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,57,60,63,65,70,72,74,77,78,79],referenc:[8,37],refine_unknown_arg:115,reflect:37,reg:76,regard:123,region:[8,74],regist:[71,77],register_gpu_profil:106,register_lay:99,register_op:[48,70,71,76,100],register_op_cpu_kernel:[77,100],register_op_cuda_kernel:[77,100],register_op_without_gradi:[70,100],register_oper:[53,71],register_tim:36,register_timer_info:106,registerop:76,registr:107,registri:[41,53,77,114,123],regress:8,regular:[6,16,21,23,83,127],regularization_coeff:26,reinforc:69,rel:[9,30,40,72],relat:[33,40,41,46,74,104,123],relationship:[71,77],releas:[69,73,113,119,120,121],reli:[30,58,59,61,72,104],reliabl:[33,72],relu1:51,relu2:51,relu:[8,49,51],relwithdebinfo:[104,105],remain:78,rememb:8,remot:[6,32,36,70,98,110,112],remote_ess:69,remote_sess:69,remoteparameterupdat:[36,39],remov:[13,45,47,58,98],ren:20,renam:[45,46],reorgan:8,repeat:[31,50,63,64,75,76,79,104],repeatedli:50,replac:[32,37,53,61,69,71],replic:67,replicaset:41,repo:[32,121],report:[37,46,47,67],reportdataset:37,repositori:[8,102,119],repres:[8,9,31,37,47,51,54,58,61,65,68,69,70,72,75,77,78,79],represent:[8,38,49,50,58,67,75],request:[32,33,36,40,67,70,73,114,123],requir:[7,8,23,29,33,38,40,41,45,46,51,57,61,63,64,67,68,70,72,75,76,79,102,123],res5_3_branch2c_bn:126,res5_3_branch2c_conv:126,research:[14,47,67],reserv:45,reserveoutput:99,reset:[8,18,33,42,81],reset_program:[18,42],reshap:[30,66,85],reshape_s:8,residu:126,resiz:[15,36,77,100,101],resize_s:15,resize_short:15,resnet_101:126,resnet_152:126,resnet_50:126,resolv:[32,98,114],resourc:[60,69,77],respect:[30,46,49,57],respons:[8,36,42,49,60,61,62,72,114],rest:[8,31,41,44,123],restart:[33,38,114,123],restartpolici:[114,115],restor:[30,61],restrict:[72,74,104,105],result:[2,5,7,8,21,25,28,30,37,42,49,50,51,54,58,59,60,62,67,90,104,106,107,127],result_fil:7,resum:40,ret:13,retriev:[31,58,74,104],return_op_list:23,return_seq:9,reuqest:73,reus:[31,40,58,66,70],rev:97,revamp:67,reveal:[29,104],revers:[8,9,95,96],review:[14,98,114],reviews_electronics_5:114,rewrit:32,rgb:[8,15],rho:10,rid:47,right:[8,30,31,32,41,42,70,72],ring:60,rkt:[41,97],rmsprop:[61,83,127],rmspropoptim:61,rnn:[8,9,31,47,49,58,65,70,74,95,96,109],rnn_bias_attr:96,rnn_layer_attr:96,rnn_out:96,rnn_output:78,rnn_state:93,rnn_state_:93,rnn_step:8,rnn_use_batch:[109,110],rnnalgorithm:58,rnnlm:14,rnnstep:78,roadmap:78,robust:[8,20],roi:8,role:[14,29,37,38,60,67],rollback:65,root:[10,11,60,114,115,125],rot:8,round:[46,60],routin:[46,60],row:[7,8,13,21,36],row_id:8,rows_:75,rpc:37,rpcserver:37,rpi:121,rpi_arm_neon:121,rpi_toolchain:121,rstrip:115,rtk:123,rtype:[8,13],rule:[7,47,50,67],run:[29,30,31,32,33,41,42,43,46,47,48,49,50,51,57,59,60,61,63,64,67,68,69,70,74,75,77,80,86,87,97,98,101,102,104,105,106,108,114,115,116,117,119,123],run_test:86,runinitfunct:[106,115],runnabl:68,running_on_cloud:41,runserv:102,runtim:[2,25,31,43,53,57,69,70,79,80],runtime_table_:31,safe:41,sai:[8,50,52,66,67],said:47,same:[2,7,8,9,20,21,28,29,30,37,38,40,48,49,51,57,58,60,65,67,69,70,71,74,78,93,101,127],samping_id:8,sampl:[2,7,13,14,42,49,76,127],sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,75],save:[2,8,13,28,33,35,37,38,41,50,51,54,61,67,75,79,114],save_dir:[110,112,114,115,127],save_only_on:[109,110],save_parameter_to_tar:[28,90],savetxt:85,saving_period:[109,110,115],saving_period_by_batch:[109,110,112],saw:2,scalabl:70,scalar:[8,21,31,52,78],scale:[5,20,61,67,68,71,76,100],scaleop:100,scaleopmak:[70,100],scalingproject:8,scan:[37,70],scatter:[8,60],scenario:58,schedul:[37,41,68],scheduler_factor:6,scheme:[7,10,36,72],scope:[30,43,69,107],score:[7,8,21,58],scp:108,script:[14,60,86,102,108,119],sdk:120,search:[8,33,74,96],second:[8,21,29,45,47,49,51,57,58,63,64,66,74,76,100,127],section:[47,65,68,104],see:[8,9,29,33,46,47,65,69,85,104],seed:[20,21,85,106,110],seem:[32,46,47],seen:72,segment:[7,57,78],sel_fc:8,selcet:8,select:[8,58],selected_generation_scor:58,selected_id:[8,58],selected_indic:8,selected_row:[75,79],selected_rows_desc:[75,79],selected_scor:58,selectedrow:[53,79],selectiv:8,selector:114,self:[30,42,49,51,54,59,65,78,99,100],selfnorm:8,semant:[14,29,58,73],semat:29,send:[33,38,60,67,68,70,76,79],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[61,72,104],sensit:8,sent:[29,38,67,70,76,114],sentanc:83,sentenc:[2,8,14,47,57,58,78,93,96],sentence_input:78,sentence_last_state1:93,sentence_last_state2:93,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,25,38,48,61,67,71,72],seper:78,seq:[8,14,93],seq_len:78,seq_pool:[8,92],seq_silc:8,seq_text_print:7,seq_to_seq_data:125,seq_typ:13,seqenc:21,seqlastin:93,seqtext_evalu:7,seqtoseq:[8,85,125],seqtoseq_net:[8,125],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,59,63,78,83,90,93,95,127],sequence_conv_pool:127,sequence_group:8,sequence_layer_group:93,sequence_nest_group:8,sequence_nest_layer_group:93,sequencegen:93,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,90],sequenti:[8,31],seri:[9,93],serial:[28,31,37,54,62,70,79],serializ:70,serv:[46,67,70,78],server:[29,32,36,39,40,47,60,67,70,81,86,108,110,113,115,123],serverless:33,servic:[104,123],sess:[49,51,59,69],session:[51,59,64],set:[2,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,57,58,64,65,70,71,74,77,78,83,85,90,93,97,100,101,102,104,106,114,125,126,127],set_active_typ:99,set_default_parameter_nam:6,set_drop_r:99,set_float_el:30,set_input:8,set_siz:99,set_typ:99,setdatatyp:75,setdefault:100,setq:97,settotalbyteslimit:85,setup:[61,67,73,99,100,123],sever:[7,8,30,36,43,49,57,58,60,62,65,75,78],sexstant:123,sgd:[23,28,29,33,41,61,62,67,68,69,75,90,107,108,109],sgd_optim:107,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,57,63,65,69,70,75,77,90,107],shard:[33,34,35,36,37,38,40,67,68,108],share:[8,21,32,49,56,62,65,70,72,77,78],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[55,56,74,77,101],shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,43,46,47,48,49,53,57,58,59,61,62,63,66,67,70,71,72,75,76,78,79,95,100,102],should_be_fals:29,should_be_tru:29,should_shuffl:[2,93],show:[7,10,31,33,45,47,52,54,57,60,61,63,78,97],show_check_sparse_distribution_log:[109,110],show_layer_stat:[109,110],show_parameter_stats_period:[109,110,112,114],shown:[8,29,42,60,67],shrink_rnn_memori:21,shuf:83,shuffl:[13,83],side:[8,28,42,62],sigint:108,sigmod:76,sigmod_op:76,sigmod_output:76,sigmoid:[8,22,31,69,76,78],sigmoidactiv:[9,93],sign:[44,54],similar:[8,21,31,47,58,61,66,67,68,70,72,77,78,104,123],similarli:[8,13,47],simpl:[5,7,8,9,13,14,23,28,46,50,51,57,61,63,68,72,74,76,78,115],simple_attent:96,simple_gru:[96,127],simple_lstm:[8,84,127],simple_rnn:[8,96],simple_transform:15,simpler:62,simpli:[8,15,29,38],simplifi:[29,58,65,76],simul:[47,120],sinc:[8,9,33,37,39,40,47,53,61,66,67,69,71,72,78,123],singl:[7,9,13,33,42,46,60,67,68,69,70,74,104],sinlg:28,sit:67,site:[32,104,105],situat:64,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,54,58,61,65,66,67,69,75,76,77,78,83,85,90,91,93,96,99,100,101,107,126,127],size_a:8,size_b:8,size_t:[36,77,78,99],sizeof:31,skip:[66,85,98,126],sleep:115,sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slowli:104,small:[8,14,30,43,49,58],small_messag:[109,110],smaller:[8,21,30,33,46,58],smart:74,smooth:8,snap:114,snapdragon:46,snapshot:[34,40],snippet:[48,59],sock:41,sock_recv_buf_s:[109,110],sock_send_buf_s:[109,110],socket:115,softmax:[8,9,29,31,47,51,52,58,63,67,68,69,83,96,99,127],softmax_param:85,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[93,127],softmaxoutput:51,softwar:[46,123],solid:49,solut:[60,123],solv:[29,70],some:[6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,57,58,59,63,64,65,66,68,70,71,74,77,78,123],some_c_api_funct:56,some_inst:56,some_op:[53,57,78],some_python_class:55,somecppclass:55,somedata:28,somegotyp:55,someth:[36,65,104],sometim:[8,66],someurl:13,somewhat:38,somewher:74,soon:33,sort:[8,14,78,104,115],sort_by_length:78,sourc:[8,14,30,32,45,47,49,54,56,58,66,70,104],source_dict_dim:[58,96],source_dict_s:58,source_language_word:[58,96],space:[7,8,46,65,68,72],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,21,36,83,99,108,110,112,115],sparse_binary_vector:[2,13,83,90],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,90],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36,83],sparse_value_slot:13,sparse_vector:83,sparseparam:99,sparseprefetchrowcpumatrix:99,spatial:8,spatial_scal:8,spec:[114,115],special:[8,38,46,53,58,59,67],specialvartypeinfer:53,specif:[28,32,33,45,58,70,74,77],specifi:[7,8,18,21,29,30,36,37,38,41,42,43,45,49,54,65,67,69,74,76,78,102,104],speech:8,speed:[8,9,46,54,60,61,123],sphinx:[55,102],split:[2,8,13,40,47,52,58,70,78,93,108],split_count:[108,115],sqrt:20,squar:[8,10,11,21,51],square_error_cost:[90,107],squarerootnpool:8,squash:98,srand:110,src:[32,108,115],src_backward:96,src_dict:85,src_dict_path:85,src_embed:[58,96],src_forward:96,src_root:4,src_word_id:[58,96],src_word_vec:58,srl:14,ssd:8,ssh:108,ssh_server:108,sstabl:29,stabil:[8,30],stabl:[73,113],stack:[70,78],stackexchang:8,stage:[32,39,47,49,79,98],stale:[33,69],standalon:119,standard:[6,13,20,47,70,72,104],stanford:[14,30,114],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,58,60,62,67,80,98,104,110,114,115],start_mpi_train:108,start_paddl:115,start_pass:[109,110],start_po:8,start_pserv:[109,110],startpaddl:115,startup:[21,33,41,47],startup_program:[18,21,22,23],stat:[106,110],state:[8,9,18,23,31,33,42,57,58,74,78,84,95,114],state_act:[8,9,93],statement:[47,50],statfulset:115,static_cast:101,staticinput:[8,95,96],statist:[8,18,20,42],statset:106,statu:[41,58,98,106,114,115],status:114,std:[28,32,36,51,53,55,56,64,70,71,74,76,77,99,100,101,110],stdbuf:108,stderr:108,stdout:[13,108],step:[8,9,11,23,30,31,33,38,42,47,49,50,58,61,62,65,67,68,70,76,78,93,95,96,104,123],step_id:78,step_input:78,step_net:31,step_output:78,step_scop:70,stepnet:[31,57,70,74],stepout:93,still:[37,40,47,67,71],stirng:65,stochast:[10,33,37,40,61],stop:8,stop_gradi:21,storag:[44,46,113],store:[7,8,14,28,30,31,32,36,51,53,54,58,62,63,65,67,69,70,71,72,74,78],str:[15,18,28,41,78,112,115],straight:[63,66,75],strategi:[11,33,65,68,110],stream:[13,77],stream_:77,streamid:25,street:8,strict:66,stride:[8,9,21],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[2,7,8,13,15,25,28,31,37,45,51,54,63,64,65,69,70,71,74,75,76,79,99,100,110],strip:[85,93,104],struct:[37,38,44,46,53,56,71,76,85],structur:[31,37,47,49,54,58,63,65,70,75],stuff:98,stun:2,style:[8,70,76],sub:[7,8,13,29,40,49,57,60,62,65,67],sub_nest_seq:8,sub_sequ:[2,8,90],subclass:[23,65],subcommand:45,subgradi:10,subgraph:[49,68],submiss:67,submit:70,subnet:29,subobjectpath:114,subseq:[92,95],subsequ:[8,60],subsequenceinput:[8,93],subset:21,succeed:[37,114],success:[8,38,114],successfulcr:114,sudo:97,suffer:30,suffix:[18,41,108],suggest:[8,32],suit:123,suitabl:75,sum:[8,10,31,34,53,65],summar:49,sumopgradmak:71,sumpool:[8,83],sun:20,suppli:75,support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,54,58,61,62,64,66,67,68,70,71,72,75,89,93,123],suppos:[9,32,48,75],suppress:[8,45],sure:104,surpass:[8,20],sutibal:77,svs:76,swagger:44,swap_channel:126,swig:[39,55,56,86],swig_paddl:4,switchop:31,sychron:60,symbol:[8,31,51,56],symbols_ready_:31,symbolt:[31,70],symlink:98,sync:[33,61,72],sync_with_cpp:[104,105],syncflag:99,synchron:[33,37,60],syntax:[47,58,66],sys:126,sysroot:119,system:[31,32,33,38,40,44,48,49,67,68,83,104],t2b:125,tab:127,tabl:[7,8,21,31,47,53,54,75,79],tablelookup:75,tablelookupgrad:75,tablelookupop:75,tableproject:8,tag:[7,14,80,87,98,108],tagtyp:7,tail:58,tainer_id:115,take:[2,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,61,63,64,65,66,70,71,77,78,104],taken:[51,67,78],talk:38,tangl:104,tanh:[8,9,21,49,58,67,96,99],tanhactiv:[9,93],tar:[13,15,28,90],target:[8,14,21,23,28,31,32,49,51,59,64,67,69,70],target_dict_dim:96,target_dict_s:58,target_dictionary_dim:8,target_language_embed:8,target_language_word:96,target_link_librari:32,target_word:58,targetinlink:[8,93],task:[7,8,54,58,67,76],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,77,93],tcp:110,tear:106,technic:33,techniqu:[21,104],technolog:47,tee:114,tell:[33,37,38,58,76],templat:[48,76,77,100,101,114,115,123],tempor:8,temporari:[18,41,61,65,124],tensor:[21,30,32,46,47,49,51,53,54,57,58,68,69,75,78,79,100,107],tensor_array_read:78,tensor_array_s:78,tensor_array_stack:78,tensor_array_unstack:78,tensor_array_writ:78,tensor_data:54,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarraydesc:78,tensordesc:[54,75],tensorflow:[31,47,49,52,67,68,72,78],term:[8,9,33,71,72],termin:114,tessorarrai:78,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,56,61,66,69,73,91,98,99,100,101,106,107,108,110,112,126,127],test_:100,test_all_data_in_one_period:114,test_check_grad_ingore_i:100,test_check_grad_ingore_x:100,test_check_grad_norm:100,test_check_output:100,test_compar:80,test_comparespars:80,test_comparetwonet:80,test_comparetwoopt:80,test_config_pars:80,test_data:4,test_data_dir:108,test_fcgrad:99,test_gpuprofil:106,test_layergrad:99,test_list:[2,85],test_mul_op:[86,100],test_networkcompar:80,test_pass:[109,110,112],test_period:[109,110,112],test_predict:80,test_pydataprovid:80,test_pydataprovider2:80,test_pydataproviderwrapp:80,test_recurrent_machine_gener:80,test_recurrentgradientmachin:[80,93],test_swig_api:80,test_train:80,test_traineronepass:80,test_wait:[109,110],testa:29,testb:29,testbilinearfwdbwd:106,testconfig:99,testfcgrad:99,testfclay:99,testlayergrad:99,testmulop:100,testq:29,testresult:28,testutil:99,text1:45,text:[2,7,9,13,29,54,57,125],text_conv:127,text_fil:13,tflop:106,tftp:123,tgz:[14,89],than:[6,7,8,9,21,33,41,47,48,49,65,70,72,78,85,123],the_step:47,theano:47,thei:[8,18,20,26,29,32,33,38,40,43,45,47,49,50,58,59,65,68,69,70,76,78,79,106],them:[7,8,9,15,21,29,30,32,33,36,41,43,47,48,53,58,66,68,70,71,74,75,76,78,79,106],themselv:32,theori:47,therefor:61,therein:[8,31],theta:49,theta_d:49,theta_g:49,thi:[2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,46,47,48,49,50,51,57,58,59,60,61,62,63,65,66,67,68,69,70,71,72,75,76,77,78,89,104,106,107,123],thin:53,thing:[2,49,67,70,77],think:[29,32],third:[8,33,51,104],third_parti:[8,119,120,121],those:[8,31,32,33,48,50,51,52,63],though:[78,123],thought:32,thread:[104,106],thread_local_rand_use_global_se:[109,110],threadblocks:25,threadid:112,threadloc:106,three:[7,8,30,33,42,46,47,50,58,59,62,63,66,77,126],threshold:[6,7,8,33,37,110],through:[8,21,32,33,37,39,42,59,61,69,102,107],throughout:43,throughput:106,thrust:70,thu:[8,40,42,51,124],tier:114,time:[8,9,11,13,28,29,30,32,33,37,40,47,48,53,57,58,60,65,66,67,68,70,71,75,76,78,79,93,104,105,106,110,114,115,123],timelin:[8,70],timeout:[33,37],timeout_sec:13,timer:106,timestamp:[8,34],timestep:[8,74],titl:[14,115],tls:44,tmp:[2,65],to_chw:15,to_no_sequ:[8,92],to_sequ:[8,92,93],to_tar:28,to_your_paddle_clone_path:102,todo:[7,13,14,31,33,37,40,58,76],toend:8,togeth:[8,9,13,28,78],token:[7,8,29,96],toler:[28,30],too:[14,30,78],took:123,tool:[102,104,115,119,121],toolchain:[104,119],top:[7,21,28,57,58,126],top_k:[7,21,58],top_level_rnn:57,topk_generated_scor:58,topk_id:58,topk_scor:58,toplevel:97,topolog:[29,33,51,54,62,67,69],topoloi:51,topolopi:28,torch:[31,47],toronto:14,tostr:85,total:[21,28,33,42,60,66,68,104,106,114,123],total_pass:66,tottim:[104,105],trace:[31,49],track:[33,37,51,65,98],tractabl:8,tradit:[8,31,46],traffic:67,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,21,31,35,37,38,40,42,47,49,50,54,60,61,62,63,64,69,70,72,75,77,79,81,83,87,90,96,108,110,112,114,115,116,117,125,126,127],train_arg:115,train_args_dict:115,train_args_list:115,train_conf:125,train_config_dir:115,train_data:108,train_data_dir:108,train_i:90,train_list:[2,85,108,126],train_loop:47,train_read:90,train_x:90,trainabl:[8,54,65],trainer:[2,4,29,34,35,36,37,39,47,61,62,67,68,70,90,99,108,110,112,115],trainer_config:[1,2,4,114,115,127],trainer_config_help:[2,99],trainer_count:[83,91,108,109,110,112,114,115],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[108,110,115],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerconfighelp:85,trainerid:[40,115],trainerintern:127,trainonebatch:36,tran:99,transact:[33,37],transform:[8,9,15,21,70],transform_param_attr:9,transformed_st:9,translat:[8,9,47,83,125],translation_id:58,translation_scor:58,transpar:58,transpil:47,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:50,travi:98,treat:[8,31,38],treatment:[38,46],tree:[8,31,47,65,107,115,121],trg_dic_siz:58,trg_embed:[58,96],trick:58,tricki:55,trigger:[40,62],trim:8,trivial:[58,78],true_block:[31,52,63],true_imag:66,true_label:66,true_neg:42,true_posit:42,true_read:66,truth:[7,8],tune:[6,104,105,109],tupl:[8,9,13,14,15,18,21,28,65,66],ture:8,turn:[8,65,66,95],tutori:[104,108,114,115,116,117,124,125],twice:[49,68],twine:73,two:[7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,54,58,61,63,66,67,69,70,71,72,74,75,76,78,79,100,101,106],txt:[2,32,41,45,99,102,108,113,127],type:[2,7,8,9,11,13,14,18,21,29,31,33,36,37,40,41,44,45,46,53,54,55,56,57,58,63,64,65,66,70,71,72,75,76,79,90,91,93,96,99,100,101,112,114,126,127],type_nam:76,typedef:[38,46,55,56,77],typeid:76,typenam:[48,76,77,100,101],typic:[7,67],ubuntu:[73,89,91,104],ubyt:66,uci:14,uci_h:91,ufldl:8,uid:114,uint16_t:46,uint32:[44,54],uint64:[54,55],uint64_t:55,unawar:38,unclear:40,under:[32,37,60,68],underli:58,understand:[20,47,65,104,123],understand_senti:96,undeterminist:106,unidirect:8,unifi:[51,75],uniform:[6,8,13,20,35,49,65,66],uniform_random:65,uninstal:80,uniqu:[29,31,33,40,41,65,74],unique_nam:65,unique_name_gener:65,unique_ptr:[71,74,77,99],unit:[8,9,21,32,61,72,77],unittest:[56,80,100],unk:[75,79,125],unknown:8,unlik:[8,58],unordered_map:74,unpack:78,unrol:57,unseen:72,unseg:8,unsign:[38,46],unstack:78,unstack_from:78,unsupervis:49,unsupport:100,until:[33,38,47,68,74,115],untrack:98,unzip:119,updat:[6,8,10,23,33,37,38,44,46,49,57,58,59,60,61,62,67,74,78,98,104,105,112],update_equ:[28,90],update_hook:6,update_memori:31,update_op:59,updatecallback:99,upgrad:[60,80,89,124],upload:[33,41,44,73],upon:33,upper:8,upstream:[80,98],url:[13,14],usag:[7,8,9,15,28,46,52,62,108,115],use:[6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,58,59,60,62,65,67,68,69,74,75,76,78,79,98,100,104,106,108,115,126],use_eigen_bla:119,use_eigen_for_bla:[119,120],use_etcd:28,use_global_stat:8,use_gpu:[4,83,90,91,108,109,110,112,114,115,126,127],use_mkldnn:8,use_nesterov:23,use_old_updat:[36,109,110],use_peephol:21,use_sparse_remote_updat:36,used:[2,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,46,47,49,51,57,58,61,62,65,66,67,69,70,72,74,76,77,78,104,106],useful:[8,9,30,46,74],usegpu:99,user:[6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,45,48,49,50,51,53,58,59,60,61,65,66,67,68,69,70,71,72,74,76,77,78,104,113,123],user_id:115,user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:[35,98,119],uses:[8,33,40,46,57,58,62,67,77],using:[6,8,9,13,21,28,29,31,32,33,37,38,40,41,45,46,47,48,49,51,53,57,59,61,63,66,67,71,72,74,76,77,91,100,124],usr:[80,86,87,108,110,115],usrdict:125,usrmodel:125,usual:[8,28,41,63,72,77,104,106],util:[60,106,115,123],uuid:[34,40],v7a:119,v8a:119,valgrind:105,valid:[8,15,66,70,74],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,54,57,58,59,61,62,63,65,67,69,70,74,75,76,78,79,83,99,112,115,119,126,127],value1:110,value2:110,value_:75,value_evalu:7,value_rang:13,valueerror:[51,83],values_:78,vanilla:96,varabl:68,vardesc:[31,50,63,65,70,75],vardescbuild:31,variabl:[10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,57,58,59,61,63,64,67,68,69,71,72,75,76,78,104,107,114],variablenamemap:100,varialbl:49,varianc:8,variant:[8,53,77,78],varibl:51,varienc:78,varient:78,variou:[31,46,72],varproto:76,vars_:[31,74],vartyp:[21,75,79],vartypeinfer:53,vec1:8,vec2:8,vec:85,veclib:120,vector:[8,9,13,14,21,29,31,36,38,51,52,57,58,65,70,71,75,78,127],veloc:23,vendor:32,verb:14,verbos:45,veri:[8,11,32,37,47,48,49,58,62,66,68,72,74,77,78,104],verifi:31,version:[8,9,32,41,45,47,49,51,52,54,58,67,73,98,104,106,108,109,110,120],versu:29,vertic:8,vgg:[9,22],via:[33,98,123],view:[8,54],vim:87,virtual:[53,71,77],virtualenv:97,visibl:[40,74],visit:28,visual:[8,58],vlog:36,volum:[102,113,114,115],volumemount:[114,115],vutbr:14,wai:[7,9,29,38,40,47,58,61,65,66,69,72,78],wait:[33,38,115],wangkuiyi:32,want:[2,8,29,41,42,49,61,64,66,69,72,74,77,78,104],warn:[28,45,80,85,115],warp:8,warpctc:8,wast:60,watch:33,wbia:126,weav:47,web:104,weight:[7,8,9,10,20,21,26,54,72,99,126],weight_act:9,weightlist:99,weights_:99,weights_t:99,welcom:32,well:[41,47,48,49,67,69,72,75],were:[7,32,47],wget:119,what:[6,8,32,47,49,58,65,67,68,76,98,104,123],wheel:89,when:[2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,45,46,47,51,58,60,61,62,63,65,67,68,70,77,78,104,106,123],whenev:65,where:[8,9,10,20,21,29,31,33,40,47,50,57,58,61,63,67,70,72,78,104,107],wherea:[31,37,48,52,77],whether:[7,8,13,15,21,28,30,31,66,75,78],which:[6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,54,57,58,59,60,62,63,64,65,66,67,68,69,70,71,74,75,76,78,90,104,105,123],while_loop:[58,78],whileloop:78,whileop:31,whl:[86,89],who:[48,50,60,65],whoever:38,whole:[2,7,13,49,52,55,56,57,60,64,76,123],whose:[8,13,30,33,40,57,70,71,76,78],why:[9,30,56,106],wide:[32,49,108],width:[7,8,13,15,36,55,66,85,99,100],wiki:[8,32,108],wikipedia:[8,14,108],wilder:2,window:[8,11,14,61,97,113],wirt:51,wise:[8,15,68,70],with_avx:[86,98,108,119,120],with_bia:76,with_c_api:[86,119,120,121],with_doc:86,with_doubl:[86,99,108],with_dso:86,with_golang:86,with_gpu:[86,97,98,108,119,120],with_mkl:86,with_profil:106,with_python:[86,108,119,120],with_rdma:[108,119,120],with_style_check:[86,98],with_swig_pi:[86,119,120],with_test:[86,98,100],with_tim:[106,108],within:[8,37,47],without:[7,8,23,33,38,65,66,68,70,104],wloop:78,wmt14:96,wmt_shrinked_data:14,won:93,wonder:2,word2vec:[41,83,108],word:[2,7,8,14,50,53,57,58,68,70,76,78,83,93,95,127],word_dict:[93,108,127],word_dim:[85,93,127],word_id:[2,83],word_idx:14,word_vector_dim:[8,58,96,125],words_freq_sort:14,work:[8,13,21,29,31,32,33,46,47,59,61,65,67,87,93,98,102,104,114,115,123],worker:[68,79],workflow:70,workspac:108,worth:107,would:[28,31,32,33,40,47,48,49,50,59,61,62,65,66,67,68,75,78,104,123],wouldn:[47,50],wrap:[47,48,49,60,123],wrapper:[9,32,48,60,61,67,71,78,106],write:[13,21,29,33,40,46,47,48,51,53,59,61,65,66,67,68,70,71,77,78,85],write_lock:34,writer:[29,65],written:[25,31,49,54,61,70,71,75,104],wrong:66,wrote:[51,68],wuyi:113,www:14,x64:121,x86:[119,120],x86_64:[119,120],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,xarg:[7,80,87,99,108],xavier:20,xavieriniti:21,xcode:120,xcodebuild:120,xgbe0:110,xgbe1:110,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,66,90,91,99],xxx:[29,78,126],xxxx:34,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[90,91,107],yaml:[32,108,114,115,123],yancey1989:41,yann:14,yapf:98,year:47,yeild:28,yep:[104,105],yet:[47,123],yield:[2,13,29,35,66,83,90,93],yoshua:20,you:[2,6,8,9,13,28,30,41,46,74,104,123,126],your:[8,13,28,29,32,36,41,45,70,80,119,120,121,123],your_param_nam:85,your_repo:115,your_source_root:56,yuang:47,yuyang18:[13,14],yuyang:[104,105],z_dim:49,z_size:49,zero:[6,8,9,10,13,14,18,30,33,49,58,62,65,75,110],zhang:20,zip:[14,65,115,119],zoo:125},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","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","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The IfElse Operator","Design Doc: InferVarType","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","PaddlePaddle\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey","<no title>","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","Model Zoo - ImageNet","\u5feb\u901f\u5165\u95e8\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":115,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":125,"\u4e0b\u8f7d\u6570\u636e":114,"\u4e0d\u4f7f\u7528":55,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":55,"\u4e0d\u540c\u7684":84,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":55,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":55,"\u4e24\u79cd\u4f7f\u7528":84,"\u4e2d\u6587\u5b57\u5178":125,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":125,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":125,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":125,"\u4e3a\u4ec0\u4e48\u8981":97,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":106,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":106,"\u4ec5\u4ec5\u4f7f\u7528void":55,"\u4ecb\u7ecd":[125,126],"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4ece\u6e90\u7801\u7f16\u8bd1":86,"\u4ee3\u7801\u8981\u6c42":98,"\u4f18\u5316\u7b97\u6cd5":127,"\u4f7f\u7528":[98,114],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":108,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":55,"\u4f7f\u7528\u6848\u4f8b":112,"\u4f7f\u7528\u6982\u8ff0":127,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":112,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":115,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":125,"\u4f7f\u7528\u8bf4\u660e":103,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":87,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":87,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":87,"\u4f7f\u7528docker\u6784\u5efa":102,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":108,"\u4f7f\u7528paddlepaddl":102,"\u4f7f\u7528pip\u5b89\u88c5":89,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":98,"\u4fee\u6539\u542f\u52a8\u811a\u672c":114,"\u4fee\u6539\u6587\u6863":102,"\u514b\u9686":98,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":56,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":106,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":99,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":108,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[119,120],"\u51c6\u5907\u6570\u636e\u96c6":108,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":115,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":108,"\u51c6\u5907openmpi\u96c6\u7fa4":108,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":83,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":83,"\u51fa\u73b0":84,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":73,"\u521b\u5efa\u672c\u5730\u5206\u652f":98,"\u521b\u5efajob":115,"\u521b\u5efapaddl":114,"\u5220\u9664\u672c\u5730\u5206\u652f":98,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":98,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":83,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":98,"\u5236\u4f5c\u955c\u50cf":115,"\u5236\u4f5cdocker\u955c\u50cf":114,"\u524d\u5411operator\u5355\u6d4b":100,"\u52a0\u8f7dpaddlepaddl":90,"\u52a0\u901f\u6267\u884c":34,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":83,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u52a8\u6001\u6269\u5bb9":34,"\u5355\u5143\u6d4b\u8bd5":110,"\u5355\u53cc\u5c42rnn":93,"\u5377\u79ef\u6a21\u578b":127,"\u539f\u56e0":55,"\u539f\u56e0\u5217\u8868":55,"\u53c2\u6570\u4fe1\u606f":126,"\u53c2\u6570\u5185\u5b58":83,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":110,"\u53c2\u6570\u6982\u8ff0":109,"\u53c2\u6570\u8bbe\u7f6e":85,"\u53c2\u6570\u8bfb\u53d6":126,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":44,"\u53c2\u8003\u8d44\u6599":106,"\u53cc\u5c42rnn":93,"\u53cc\u5c42rnn\u4ecb\u7ecd":95,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":95,"\u53cd\u5411operator\u5355\u6d4b":100,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":97,"\u53ef\u9009\u529f\u80fd":125,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":89,"\u540d\u8bcd\u89e3\u91ca":44,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":127,"\u5411\u91cf":110,"\u542f\u52a8\u4efb\u52a1":115,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":108,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":108,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":108,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":108,"\u5440":97,"\u547d\u4ee4\u884c\u53c2\u6570":127,"\u548c":92,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":112,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":87,"\u5728kubernetes\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":108,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":108,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":101,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":125,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":119,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":119,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":90,"\u57fa\u672c\u539f\u7406":95,"\u57fa\u672c\u8981\u6c42":55,"\u5982\u4f55\u4e66\u5199\u6587\u6863":102,"\u5982\u4f55\u4f7f\u7528":84,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":85,"\u5982\u4f55\u5199\u65b0\u7684oper":100,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":83,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":85,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":85,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":83,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":85,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":83,"\u5982\u4f55\u66f4\u65b0www":102,"\u5982\u4f55\u6784\u5efa\u6587\u6863":102,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":85,"\u5982\u4f55\u8c03\u7528":83,"\u5982\u4f55\u8d21\u732e":102,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":98,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":106,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":85,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":93,"\u5b50\u5e8f\u5217\u95f4\u6709memori":93,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":85,"\u5b89\u88c5":[89,127],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":88,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":121,"\u5b89\u88c5\u6d41\u7a0b":88,"\u5b89\u88c5kubectl":113,"\u5b9a\u4e49operator\u7c7b":100,"\u5b9a\u4e49opkernel\u7c7b":100,"\u5b9a\u4e49protomaker\u7c7b":100,"\u5b9e\u73b0":55,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":100,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":99,"\u5b9e\u73b0\u65b9\u5f0f":56,"\u5b9e\u73b0\u8ba1\u7b97":101,"\u5b9e\u73b0c":[99,100],"\u5b9e\u73b0python\u5c01\u88c5":99,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":105,"\u5bfc\u51fac":55,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":112,"\u5c0f\u7ed3":2,"\u5de5\u5177":106,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":89,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":88,"\u5e76\u5b8c\u6210":98,"\u5efa\u7acb":98,"\u5f00\u53d1\u6807\u51c6":103,"\u5f00\u59cb\u5f00\u53d1":98,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":110,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":127,"\u5feb\u901f\u5b89\u88c5":91,"\u5feb\u901f\u5f00\u59cb":91,"\u6027\u80fd\u4f18\u5316":103,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":106,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":106,"\u6027\u80fd\u8c03\u4f18":110,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":127,"\u603b\u4f53\u6d41\u7a0b":97,"\u6216\u8005\u662f":80,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":86,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":80,"\u62a5importerror":80,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":55,"\u63a5\u53e3":126,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":83,"\u63a8\u5bfc\u65b9\u7a0b":99,"\u63a8\u6d4b\u6267\u884c":34,"\u63d0\u4ea4":98,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":98,"\u63d0\u4ea4\u955c\u50cf":114,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":90,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":92,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6570\u636e\u652f\u6301":110,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":127,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":125,"\u6574\u4f53\u65b9\u6848":115,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u6587\u6863":118,"\u65b0\u624b\u5165\u95e8":91,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":81,"\u65f6\u5e8f\u6a21\u578b":127,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":93,"\u65f6\u95f4\u6b65":93,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":56,"\u672c\u5730\u6d4b\u8bd5":112,"\u672c\u5730\u8bad\u7ec3":112,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":83,"\u672f\u8bed":34,"\u6784\u5efa\u548c\u6d4b\u8bd5":98,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":119,"\u67b6\u6784\u56fe":44,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":105,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":114,"\u67e5\u770b\u8f93\u51fa":115,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":44,"\u6848\u4f8b\u4e00":112,"\u6848\u4f8b\u4e8c":112,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":108,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":108,"\u6982\u5ff5\u7b80\u4ecb":100,"\u6982\u5ff5\u89e3\u91ca":35,"\u6982\u8ff0":[92,95,108],"\u6a21\u5757":44,"\u6a21\u578b":126,"\u6a21\u578b\u4e0b\u8f7d":126,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":56,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":127,"\u6a21\u578b\u914d\u7f6e":[84,93,103],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":93,"\u6ce8\u518coper":100,"\u6ce8\u610f\u4e8b\u9879":[2,100],"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u6d4b\u8bd5":110,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":105,"\u7279\u5f81\u63d0\u53d6":126,"\u73af\u5883\u51c6\u5907":108,"\u751f\u6210\u5e8f\u5217":96,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":105,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":95,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":97,"\u7684\u533a\u522b":84,"\u7684\u53c2\u6570":84,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":84,"\u76ee\u5f55\u7ed3\u6784":56,"\u76ee\u6807":44,"\u76f4\u63a5\u6784\u5efa":102,"\u76f8\u5173\u6982\u5ff5":95,"\u77e9\u9635":110,"\u793a\u4f8b1":93,"\u793a\u4f8b2":93,"\u793a\u4f8b3":93,"\u793a\u4f8b4":93,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":83,"\u7a00\u758f\u8bad\u7ec3":112,"\u7b26\u53f7":55,"\u7b80\u4ecb":113,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":96,"\u7c7b":[55,99,100],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":90,"\u7ec6\u8282\u63cf\u8ff0":110,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":108,"\u7ed1\u5b9apython":100,"\u7f16\u5199yaml\u6587\u4ef6":114,"\u7f16\u8bd1":100,"\u7f16\u8bd1\u4f9d\u8d56":86,"\u7f16\u8bd1\u548c\u5b89\u88c5":[119,120,121],"\u7f16\u8bd1\u548c\u6267\u884c":100,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":80,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":80,"\u7f16\u8bd1\u65b9\u6cd5":86,"\u7f16\u8bd1\u6d41\u7a0b":88,"\u7f16\u8bd1\u9009\u9879":[56,86],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":86,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":86,"\u7f16\u8bd1paddlepaddl":119,"\u7f29\u5bb9":34,"\u7f51\u7edc\u53ef\u89c6\u5316":126,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":55,"\u80cc\u666f":55,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":110,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":87,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u89c2\u6d4b\u8bcd\u5411\u91cf":125,"\u8bad\u7ec3":110,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":83,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8bad\u7ec3\u6a21\u578b":[90,127],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":95,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":83,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":111,"\u8bcd\u5411\u91cf\u6a21\u578b":127,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":125,"\u8bcd\u6c47\u8868":93,"\u8be6\u7ec6\u6559\u7a0b":106,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":93,"\u8f6c\u6362\u5e93":35,"\u8f93\u5165":95,"\u8f93\u5165\u4e0d\u7b49\u957f":93,"\u8f93\u5165\u793a\u4f8b":95,"\u8f93\u51fa":95,"\u8f93\u51fa\u65e5\u5fd7":127,"\u8fd0\u884c\u5bb9\u5668":114,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":89,"\u8fd0\u884cdocker":80,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":55,"\u8fdb\u884c\u8bad\u7ec3":[35,114],"\u8fdb\u9636\u6307\u5357":103,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":113,"\u901a\u7528":110,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":127,"\u9047\u5230":80,"\u90e8\u7f72kubernetes\u96c6\u7fa4":113,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":127,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[119,120,121],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":96,"\u914d\u7f6e\u7f51\u7edc":90,"\u914d\u7f6ekubectl":113,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":113,"\u94a9\u5b50":98,"\u9519\u8bef\u600e\u4e48\u529e":84,"\u9644\u5f55":127,"\u968f\u673a\u6570":110,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":81,"\u96c6\u7fa4\u8bad\u7ec3":112,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":81,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":97,"\u975e\u6cd5\u6307\u4ee4":80,"\u9884\u6d4b":[126,127],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[60,67,68,69,123],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":119,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":93,"api\u5e93":119,"beam_search\u7684\u751f\u6210":93,"book\u4e2d\u6240\u6709\u7ae0\u8282":73,"book\u6559\u7a0b":87,"class":[49,62,65],"cmake\u6e90\u7801\u7f16\u8bd1":80,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":44,"float":83,"function":[32,48,49,65],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":112,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":106,"gpu\u955c\u50cf\u51fa\u73b0":80,"group\u6559\u7a0b":95,"import":80,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":120,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":115,"kubernetes\u5355\u673a\u8bad\u7ec3":114,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":77,"org\u5de5\u5177":102,"paddle\u52a8\u6001\u5e93\u4e2d":55,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":55,"paddle\u7248\u672c\u53f7\u4e3a0":80,"paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3":108,"paddlepaddle\u53d1\u884c\u89c4\u8303":73,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":73,"paddlepaddle\u73af\u5883\u4f9d\u8d56":89,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":86,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":121,"pod\u95f4\u901a\u4fe1":115,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":105,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":105,"python\u63a5\u53e3":126,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":80,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":127,"return":66,"rnn\u76f8\u5173\u6a21\u578b":94,"rnn\u914d\u7f6e":96,"switch":77,"tensor\u4f7f\u7528\u6837\u4f8b":101,"tensor\u5230eigentensor\u7684\u8f6c\u6362":101,"tensor\u6a21\u5757":101,Abs:5,For:32,NOT:43,The:[31,38,47,49,50,52,53,59,62,70,71],Use:[31,63],Using:[32,38],With:41,about:49,absolut:58,accuraci:21,activ:[5,8],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,addto:8,advanc:77,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,57,64,67],all:[74,78],analysi:67,anneal:85,api:[0,3,56,59,61,65,72,76],appendix:123,applic:3,arbitrari:47,architectur:67,argument:[45,66],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,assign:21,associ:74,assumpt:123,async:110,attent:96,attribut:[6,72],auc:7,auto:30,averag:61,avg:11,backgraound:30,background:[68,69,77,78,79],backward:[47,50,70],base:[41,58,68],basepool:11,basic:[77,123],batch:66,batch_norm:[8,21],batch_siz:66,beam:58,beam_search:8,beam_search_decod:21,becaus:85,benefit:[68,70],between:[29,65,70,76,77],bidirectional_gru:9,bidirectional_lstm:9,big:85,bilinear_interp:8,binari:31,bla:86,block:[31,49,50,63,65,70],block_expand:8,blockdesc:63,bootstrap:123,bottleneck:104,brelu:5,bring:123,build:[49,70],cach:2,can:74,capi:56,capi_priv:56,cast:21,challeng:[64,68],chang:58,check:[8,30],checker:30,checkpoint:[33,34,40],choos:32,chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,clone:98,close:30,cluster:[39,123],cmake:32,code:[41,65,104,107],column_sum:7,commit:98,compar:123,comparis:65,compat:47,compil:[31,46,47,63,70,107],complet:47,compos:66,comput:[31,50,70,72],con:123,concat:[8,21],concept:[65,70],conclus:[40,51,123],condit:49,config:3,configur:27,conll05:14,connect:8,constantiniti:20,construct:50,content:[2,56,80,81,83,84,85,92,106],context_project:8,control:70,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,67,68],core:[30,65],cos_sim:[8,21],cost:8,creat:[66,69,70,74],create_arrai:21,creation:[37,61,72],creator:66,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,80,86],cudnn:86,cudnnavg:11,cudnnmax:11,current:[46,71],custom:66,data:[8,12,13,21,33,66,67],datafeed:[13,17],dataprovid:[3,110],dataset:[12,14,33,37],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:58,decor:66,deep:[31,47],definit:79,demo:49,dens:40,depend:49,deploi:41,describ:[47,59],descript:[45,70],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,54,57,58,59,60,62,63,65,66,67,68,69,70,71,74,75,77,78],destroi:74,detail:36,detect:[7,8],detection_map:7,detection_output:8,develop:70,devic:77,devicecontext:77,dictionari:66,differ:[70,77],discrimin:49,discuss:[49,68],dispatch:[33,37],distribut:[29,33,36,41,67],doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,54,60,62,63,65,66,67,68,69,70,71,75,77],docker:[41,97],doe:[43,66],dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,driver:80,drop_out:84,dropout:[8,21],duplic:84,dure:[58,66],dylib:56,dynam:[33,78],dynamic_lstm:21,dynet:51,eigen:101,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21],engin:49,enough:30,entri:66,environ:41,eos:8,eval:67,evalu:[7,18,42],event:[28,29],evolut:47,examin:104,exampl:[29,32,52,56,69],except:83,execut:[31,47,63,70],executor:[19,43],exp:5,expand:[8,92],expandlevel:8,explain:30,factor:8,factorization_machin:8,faq:82,fault:33,file:[31,104],fill_const:21,fill_constant_batch_size_lik:21,first_seq:[8,92],float16:46,fluid:[16,47,60,107],fork:98,format:[31,33,54],forward:50,frame:31,framework:[30,101],from:[29,40,76],full_matrix_project:8,fulli:8,functor:77,futur:47,gan:49,gate:96,gated_unit:8,gener:[49,58,104,123],get_output:8,give:66,global:[63,65],gpu:110,gradient:[30,38,71],gradient_print:7,graident:30,graph:[50,51,68,70,72],group:8,gru:[9,110],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,55],happen:40,hardwar:46,helper:65,hierarchi:31,high:[59,61,72,76],how:[30,36,61,66,70,77],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,ident:5,identifi:104,identity_project:8,ifels:52,ifelseop:31,illeg:80,imag:[8,9,15,41],imagenet:126,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,43,46,54,57,60,61,65,66,70,71,72],increment:21,infer:[28,83],infershap:[63,75],infervartyp:53,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49],input_typ:2,insid:74,instal:123,instead:66,instruct:80,insuffici:80,integr:77,interact:76,interfac:[12,13,15,30,33,38,39,59,66,69,74],intermedi:70,interpol:8,introduc:[58,78],introduct:72,isn:66,issu:[46,98],job:[33,41,114],join:8,kernel:70,kmax_sequence_scor:8,kubernet:[41,113,114],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:[8,92],layer:[8,21,29,48,65,84],learn:[31,47,85],learnabl:8,less_than:21,leval:76,level:[59,61,72,76],libpaddle_capi_shar:56,libpaddle_capi_whol:56,librari:[38,46,70,77],limit:67,linear:5,linear_chain_crf:21,linear_comb:8,list:[34,66],local:[67,69,74],lod:58,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[57,58,78],lodtensordesc:79,log:5,logic:37,look:104,low:[61,72,76],lstm:[9,21,110],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,58],macro:70,main:49,manag:32,map:[66,70],master:[33,37,41],math:[8,77],mathemat:30,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,57,77,84,93,95],merge_lod_tensor:21,messag:[76,85],method:58,might:49,migrat:70,mileston:70,mini:66,minibatch:13,misc:8,mix:8,mnist:14,mobil:122,model:[3,27,29,36,38,40,47,49,54,58,96,126],modul:[70,77,80],momentum:10,momentumoptim:23,more:49,motiv:[43,54,60,64],movielen:14,msrainiti:20,mul:21,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:66,multiplex:8,mxnet:51,name:[74,80,84],nccl:60,nce:8,necess:65,necessari:70,need:66,nest:57,net:22,network:[9,70,96],neural:96,nlp:[9,110],norm:[8,72],normaliniti:20,note:30,numer:30,numpi:30,nvprof:106,nvvp:106,object:33,offset:58,ones:21,onli:[66,74],op_mak:70,oper:[48,52,61,63,65,68,70,71,75,78],opinfomap:70,opkernel:[70,77],opproto:76,ops:72,optim:[10,23,33,38,50,59,65],option:45,opwithkernel:70,order:45,org:102,origin:70,orthogon:74,out_prod:8,output:8,overview:[40,43,70,74,107],pack:58,packag:32,pad:8,paddl:[36,60,66,74,80,84,101],paddlejob:41,paddlepaddl:[29,31,47,61,63,67,72,73,80,102,107,118],paradigm:47,parallel_nn:112,paramattr:24,paramet:[6,8,28,29,33,38,39,41,61,62,65,68,72],parameteraverageoptim:61,parent:74,part:50,partit:38,path:[40,45],penalti:72,perform:[61,104,110],persist:37,pfsclient:[44,45],pfsserver:44,place:77,placement:67,platform:80,pnpair:7,point:83,pool2d:21,pool:[8,11,92],pose:[53,71],power:8,pre:98,precision_recal:7,prefetch:66,prelu:8,print:7,pro:123,problem:[42,53,59,71],procedur:123,process:[33,38,41,59,70],profil:[25,104],program:[31,47,63,65],programdesc:63,project:32,propos:[53,71,72],protobuf:75,protocol:85,provid:[2,66],prune:64,pserver:40,pull:98,push:98,python:[30,41,57,59,61,65,66,67,72,76,79,104],qualiti:70,queue:[33,37],rank:7,rank_cost:8,raspberri:121,rate:85,reader:[12,13,29,66],realiz:70,recoveri:33,recurr:[8,9,84,95,96],recurrent_group:8,ref:30,refactor:70,refer:[2,67,68],regist:[53,70,76],registr:[70,71],registri:70,regular:[26,38,72],reject:85,rel:58,relat:[70,78],relu:5,remot:[39,69],repeat:8,represent:[31,70],request:98,requir:[32,49],reshap:[8,21],resiz:8,resnet:126,retri:37,reus:65,rmsprop:10,rnn:[57,78,93,110],rnnop:[31,57,70],roi_pool:8,rotat:8,row:75,row_conv:8,row_l2_norm:8,run:107,runtim:[41,67],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,57,70,74],search:58,select:[38,75],selectedrow:75,selective_fc:8,sentiment:14,separ:70,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[58,96],sequence_conv:21,sequence_conv_pool:[9,22],sequence_pool:21,sequencesoftmax:5,server:[33,37,38,41,68],session:[67,69],sextant:123,sgd:110,sgdoptim:23,shape:58,share:[29,74],should:74,shrink_memori:21,shuffl:66,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:58,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:66,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,64,71],sourc:107,spars:[38,39,40,75],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,stanh:5,start:29,statement:42,step:57,storag:72,store:33,sub_nested_seq:8,subcommond:45,submit:41,suffici:66,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:54,support:[46,60,77,78,80],survei:[46,51,72,123],synopsi:45,system:47,tabl:56,table_project:8,tanh:5,task:[33,37],tecton:123,tensor:[8,70,77,101],tensorarrai:[58,78],tensordesc:79,tensorflow:51,text_conv_pool:9,theori:30,thi:[74,80],think:49,three:78,time:107,timelin:40,todo:[34,35],togeth:74,toler:33,too:85,tool:[32,123],topic:77,topk:21,toward:47,train:[28,29,33,36,39,41,59,66,67],trainer:[28,33,38,40,41],tran:8,trans_full_matrix_project:8,translat:58,transpil:60,transpos:21,tune:110,ture:47,two:30,uci_h:14,uniform:78,uniforminiti:20,unpack:58,updat:[29,39,40],usag:[57,58,66],use:[36,66],user:33,util:7,value_print:7,vardesc:79,variabl:[65,70,74,79],version:[46,80],vgg_16_network:9,warp_ctc:8,weightdecayregular:26,what:[36,40,43],wheel:80,when:[40,74],whl:80,why:[46,47,61,66,70,78],wmt14:14,xavieriniti:20,zero:21,zoo:126}}) \ No newline at end of file -- GitLab