From 8cd00ca8f7aa136a6f12734c97b6f6c6f6b8ddf0 Mon Sep 17 00:00:00 2001
From: Travis CI <paddle-dev@baidu.com>
Date: Thu, 21 Dec 2017 22:56:01 +0000
Subject: [PATCH] Deploy to GitHub Pages:
 91911f4b5689d5313384b7894562bd02a71a7c72

---
 develop/doc/api/v2/fluid/layers.html    | 4 ++--
 develop/doc/searchindex.js              | 2 +-
 develop/doc_cn/api/v2/fluid/layers.html | 4 ++--
 develop/doc_cn/searchindex.js           | 2 +-
 4 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/develop/doc/api/v2/fluid/layers.html b/develop/doc/api/v2/fluid/layers.html
index 3c5ad9092d..b44feaaf8d 100644
--- a/develop/doc/api/v2/fluid/layers.html
+++ b/develop/doc/api/v2/fluid/layers.html
@@ -290,7 +290,7 @@ constructor.</p>
 <tbody valign="top">
 <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
 <li><strong>input</strong> (<em>Variable</em>) &#8211; Input to the function</li>
-<li><strong>size</strong> (<em>int</em>) &#8211; Output size</li>
+<li><strong>size</strong> (<em>tuple|list|None</em>) &#8211; Shape of the look up table parameter</li>
 <li><strong>is_sparse</strong> (<em>bool</em>) &#8211; Boolean flag that specifying whether the input is sparse</li>
 <li><strong>param_attr</strong> (<em>ParamAttr</em>) &#8211; Parameters for this layer</li>
 <li><strong>dtype</strong> (<em>np.dtype|core.DataType|str</em>) &#8211; The type of data : float32, float_16, int etc</li>
@@ -782,7 +782,7 @@ constructor.</p>
 <tbody valign="top">
 <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
 <li><strong>input</strong> (<em>Variable</em>) &#8211; Input to the function</li>
-<li><strong>size</strong> (<em>int</em>) &#8211; Output size</li>
+<li><strong>size</strong> (<em>tuple|list|None</em>) &#8211; Shape of the look up table parameter</li>
 <li><strong>is_sparse</strong> (<em>bool</em>) &#8211; Boolean flag that specifying whether the input is sparse</li>
 <li><strong>param_attr</strong> (<em>ParamAttr</em>) &#8211; Parameters for this layer</li>
 <li><strong>dtype</strong> (<em>np.dtype|core.DataType|str</em>) &#8211; The type of data : float32, float_16, int etc</li>
diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js
index 3cb9c6aacd..4adc715b9d 100644
--- a/develop/doc/searchindex.js
+++ b/develop/doc/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/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/kernel_hint_design","design/mkl/mkl_packed","design/mkl/mkldnn","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","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/multi_cpu","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/switch_kernel","design/tensor_array","design/var_desc","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/dev/write_docs_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/read_source","howto/usage/cluster/cluster_train_en","howto/usage/cluster/fabric_en","howto/usage/cluster/k8s_aws_en","howto/usage/cluster/k8s_en","howto/usage/cluster/openmpi_en","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_ios_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_en","v1_api_tutorials/gan/index_en","v1_api_tutorials/imagenet_model/resnet_model_en","v1_api_tutorials/quick_start/index_en"],envversion:50,filenames:["api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/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/kernel_hint_design.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.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/multi_cpu.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/switch_kernel.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/dev/write_docs_en.rst","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","howto/usage/cluster/cluster_train_en.md","howto/usage/cluster/fabric_en.md","howto/usage/cluster/k8s_aws_en.md","howto/usage/cluster/k8s_en.md","howto/usage/cluster/openmpi_en.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_ios_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_en.md","v1_api_tutorials/gan/index_en.md","v1_api_tutorials/imagenet_model/resnet_model_en.md","v1_api_tutorials/quick_start/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]},"paddle.v2":{image:[15,2,0,"-"]},"paddle.v2.fluid":{regularizer:[26,2,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,1,1,""],states:[18,1,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,3,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,0,1,""],center_crop:[15,0,1,""],left_right_flip:[15,0,1,""],load_and_transform:[15,0,1,""],load_image:[15,0,1,""],load_image_bytes:[15,0,1,""],random_crop:[15,0,1,""],resize_short:[15,0,1,""],simple_transform:[15,0,1,""],to_chw:[15,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","attribute","Python attribute"],"2":["py","module","Python module"],"3":["py","class","Python class"]},objtypes:{"0":"py:function","1":"py:attribute","2":"py:module","3":"py:class"},terms:{"0000x":124,"00186201e":4,"00m":101,"03m":101,"0424m":101,"0473v3":9,"055ee37d":105,"0630u":101,"06u":101,"0810u":101,"08823112e":4,"0957m":101,"0_cudnn5":86,"0_cudnn5_avx_mkl":89,"0_cudnn7_avx_mkl":89,"0ab":8,"0rc":103,"0rc1":78,"0rc2":78,"0x10f256d50":51,"0x7ffe4de00110":51,"100gb":101,"100gi":105,"10g":41,"10m":101,"1150u":101,"11\u5b9e\u73b0\u4e86c":59,"11e6":106,"12194102e":4,"124n":101,"13m":106,"1490u":101,"15501715e":4,"1550u":101,"15mb":124,"16mb":124,"16u":101,"173m":123,"173n":101,"1770u":101,"18ad":105,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":106,"197u":101,"1gb":101,"1st":[21,121,123],"210u":101,"211839e770f7b538e2d8":9,"215n":101,"228u":101,"234m":123,"2520u":101,"252kb":124,"25639710e":4,"25k":124,"2680u":101,"27787406e":4,"279n":101,"27m":101,"285m":101,"2863m":101,"28m":101,"28x28":2,"2977m":101,"2cbf7385":105,"302n":101,"30u":101,"32777140e":4,"328n":101,"32u":101,"32x32":14,"331n":101,"3320u":101,"36540484e":4,"365e":105,"36u":101,"3710m":101,"3768m":101,"387u":101,"38u":101,"3920u":101,"39u":101,"3rd":116,"4035m":101,"4090u":101,"4096mb":111,"4279m":101,"43630644e":4,"43u":101,"448a5b355b84":106,"4560u":101,"4563m":101,"45u":101,"4650u":101,"4726m":101,"473m":106,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":111,"50bd":105,"50gi":105,"51111044e":4,"514u":101,"525n":101,"526u":101,"53018653e":4,"536u":101,"5460u":101,"5470u":101,"54u":101,"5690m":101,"573u":101,"578n":101,"5798m":101,"586u":101,"58s":106,"5969m":101,"5_cudnn5_avx_mkl":89,"6080u":101,"6140u":101,"6305m":101,"639u":101,"64m":57,"655u":101,"6780u":101,"6810u":101,"682u":101,"6970u":101,"6ce9":105,"704u":101,"70634608e":4,"7090u":101,"72296313e":4,"72u":101,"73u":101,"75u":101,"760u":101,"767u":101,"783n":101,"784u":101,"78m":101,"7eamaa":14,"7kb":106,"8250u":101,"8300u":101,"830n":101,"849m":101,"85625684e":4,"861u":101,"8661m":101,"892m":101,"901n":101,"90u":101,"918u":101,"9247m":101,"924n":101,"9261m":101,"93137714e":4,"9330m":101,"94u":101,"9530m":101,"96644767e":4,"983m":101,"988u":101,"997u":101,"99982715e":4,"99m":123,"99u":101,"9a235":116,"9f18":106,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":78,"\u4e00\u822c\u7531mkl":56,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":78,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":59,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":58,"\u4e0d\u4f7f\u7528c":58,"\u4e0d\u4f7f\u7528swig":58,"\u4e0d\u540c":56,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":58,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":58,"\u4e0d\u5728":59,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":58,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":58,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0e":56,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":56,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":78,"\u4e0e\u53ef\u80fd\u6709\u7684":78,"\u4e0ebatch":55,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":59,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":58,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":58,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":78,"\u4e2a\u6027\u5316\u63a8\u8350":78,"\u4e2d":[55,56,58,59],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":56,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5b8c\u5168\u4e00\u81f4":58,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":56,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":59,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":55,"\u4e2d\u5f15\u5165\u7684":55,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":56,"\u4e2d\u6839\u636e":55,"\u4e2d\u6dfb\u52a0":55,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":56,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":78,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e3a":[55,56],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":56,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":59,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":56,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":55,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":56,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":56,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":56,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":56,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":59,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":59,"\u4e5f\u4e0d\u751f\u6210":59,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":56,"\u4e66\u5199":58,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec5\u4ec5\u4f7f\u7528":58,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":56,"\u4ece":78,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":55,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":59,"\u4ed6\u662f\u5c06":59,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":58,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":58,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":56,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\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\u7b80\u79f0rnn":55,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u53ca":55,"\u4ee5\u53canumpi":35,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":56,"\u4ee5\u793a\u533a\u5206":[55,56],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":55,"\u4f18\u5316\u540e":55,"\u4f1a\u4ee5":[55,56],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":55,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":56,"\u4f1a\u5728":56,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":56,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":58,"\u4f1a\u5f15\u5165":56,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":58,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":56,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":56,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f20\u5165":35,"\u4f46":59,"\u4f46\u4e0d\u66b4\u9732":59,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":78,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":78,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":59,"\u4f46\u662f\u5728mkl":56,"\u4f46\u662f\u5728paddlepaddle\u4e2d":56,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":56,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":56,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":58,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":58,"\u4f7f\u7528":[56,59,78],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u52a8\u6001\u5e93":58,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":59,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":59,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":58,"\u4f7f\u7528c":59,"\u4f7f\u7528c99\u505a\u63a5\u53e3":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":58,"\u4f7f\u7528regress":78,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":58,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":58,"\u4f7f\u7528void":58,"\u4f8b\u5982":[35,58,59,78],"\u4f8b\u5982\u5728deepspeech2":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":58,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":58,"\u4f8b\u5982\u5bf9\u4e8epython":58,"\u4f8b\u5982c":58,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":58,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":58,"\u4f8b\u5982python\u7684":58,"\u4f8b\u5982rnn":55,"\u4f9d\u6b21\u7c7b\u63a8":78,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":58,"\u4fee\u590d\u6240\u6709bug\u540e":78,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":78,"\u4fee\u590dubuntu":78,"\u4fee\u6539":[56,78],"\u4fee\u6539\u6210":78,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":78,"\u505a\u63a5\u53e3":58,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":56,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":55,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":59,"\u5171\u4eab\u5185\u5b58":56,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":55,"\u5176\u4e2d":[58,78],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":59,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":78,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":55,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":59,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":59,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":56,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[55,56],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":56,"\u5177\u4f53\u8bf7\u53c2\u8003":59,"\u5185\u90e8\u5b58\u50a8":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":58,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":58,"\u518d\u57fa\u4e8e":78,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":55,"\u5199\u4ee3\u7801":58,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u51fd\u6570":[55,56],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u540d\u4e3a":59,"\u51fd\u6570\u547d\u540d":58,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":56,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u652f":78,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":78,"\u5206\u652f\u4e2d":78,"\u5206\u652f\u4e3a\u5f00\u53d1":78,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":78,"\u5206\u652f\u4e3a\u7a33\u5b9a":78,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":78,"\u5206\u652f\u5408\u5165":78,"\u5206\u652f\u5408\u5165master\u5206\u652f":78,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":78,"\u5206\u652f\u540d\u4e3a":78,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":78,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":78,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":78,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":78,"\u5206\u7247":34,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u5ffd\u7565":34,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u521b\u5efa":56,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5230":34,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":55,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":78,"\u52a8\u6001\u5e93":58,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":59,"\u5305\u62ec":[35,55,56],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ecmkl":56,"\u534f\u540c\u5b8c\u6210releas":78,"\u5355\u4e2a\u503c":35,"\u5355\u70b9\u6545\u969c":34,"\u5373":59,"\u5373\u4f7f\u7528":59,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5373\u4f7fc":59,"\u5373\u4f8b\u5982":59,"\u5373\u4fbfpaddl":59,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":59,"\u5373\u66b4\u9732":59,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":56,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":58,"\u539f\u6765\u7684\u65b9\u6848":56,"\u53c2\u6570":58,"\u53c2\u8003":[44,58],"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":56,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53d1\u5e03\u5230dockerhub":78,"\u53d1\u5e03\u5230github":78,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":56,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":59,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":58,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":58,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u7528":44,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":78,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":55,"\u540c\u4e00\u6b21\u524d\u5411":55,"\u540c\u65f6":[55,56],"\u540c\u65f6\u4f1a\u5f00\u542fintel":56,"\u540c\u65f6\u518d\u5c06":78,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":56,"\u540c\u65f6\u63d0\u8d77":78,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":56,"\u540d\u5b57\u4fee\u9970":58,"\u540e\u5411":55,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":55,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":78,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":58,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u548c":[35,55,56,58,59,78],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":56,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":58,"\u56e0\u6b64":55,"\u56fe\u50cf\u5206\u7c7b":78,"\u5728":[55,56,59,78],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":78,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":56,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":59,"\u5728\u5bf9\u5e94\u7684":55,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":55,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":59,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6709\u666e\u901a\u7684cpu":56,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6837\u4f8b\u4e2d":59,"\u5728\u7528\u6237\u4f7f\u7528c":59,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":56,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":78,"\u5728\u8fd9\u4e2a":78,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":78,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":59,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":59,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":56,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":55,"\u5728batch":55,"\u5728c":58,"\u5728c\u7684\u5934\u6587\u4ef6":58,"\u5728packing\u4e0a\u7684\u8017\u65f6":55,"\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,"\u5728paramet":34,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":55,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":59,"\u5747\u662f\u5728":59,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u5916\u90e8\u5b58\u50a8":56,"\u591a\u4e2a\u503c":35,"\u591a\u4e2aparamet":34,"\u591a\u6b21\u8c03\u7528":55,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":58,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":56,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":58,"\u5982\u679c\u5728\u4f7f\u7528mkl":56,"\u5982\u679c\u5931\u8d25":78,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":56,"\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\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":78,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":59,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":58,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":78,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":58,"\u5982\u679cmkl":56,"\u5982\u679cparamet":34,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":56,"\u5b57\u6bb5\u8bbe\u4e3a":78,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b66\u4e60\u6210\u672c\u9ad8":58,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":56,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":56,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":56,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":59,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":56,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":56,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b9a\u4e49":56,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":56,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":56,"\u5b9e\u73b0\u7b80\u5355":58,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":58,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":58,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":55,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":58,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":58,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":55,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":56,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":55,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":59,"\u5bf9\u4e8e\u6bcf\u79cdc":59,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":55,"\u5bf9\u6bd4":58,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":55,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":55,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":59,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":78,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":56,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":59,"\u5c06":78,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u5927\u91cf\u7684":58,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":78,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":78,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":56,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":58,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e14\u4f1a\u5199\u597d":56,"\u5e76\u4e14\u4f7f\u7528":59,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":56,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":58,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":55,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":58,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u5e76\u5220\u9664":78,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":78,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":55,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5c06":78,"\u5e76\u5c06c":59,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":56,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":58,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":55,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":78,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":78,"\u5efa\u8bae":78,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":59,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":78,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":78,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":78,"\u5f00\u5934":[55,56],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":55,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":78,"\u5f53\u53ea\u505a\u63a8\u65ad":55,"\u5f53\u5f00\u542f":56,"\u5f53\u6253\u5f00":56,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":56,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":56,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":59,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":56,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"\u5f97\u4f7f\u7528":58,"\u5fc5\u8981":59,"\u5fc5\u987b\u5206\u522b\u4e0e":56,"\u60c5\u611f\u5206\u6790":78,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":59,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":56,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":56,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":56,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":55,"\u6211\u4eec\u4f1a\u628amkl":56,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[55,56],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":56,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":55,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":56,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u6211\u4eec\u8ba1\u5212\u5c06":55,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":56,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":55,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6216\u8005":[56,58,59],"\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\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216activ":56,"\u6240\u4ee5":56,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":56,"\u6240\u4ee5\u5728":56,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":56,"\u6240\u4ee5\u6574\u4f53\u4e0a":56,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":56,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":56,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":59,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":56,"\u6240\u6709\u7684":55,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":59,"\u6240\u6709\u76f8\u5173\u7684":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":59,"\u6240\u6709mkl":56,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":56,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":59,"\u628a":35,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u63a5\u53e3":[58,59],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":59,"\u63a5\u53e3\u662f":35,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":56,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":56,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u6570\u636e":44,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":58,"\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,"\u6587\u4ef6":58,"\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":58,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":78,"\u65b0\u7248\u672c":56,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":78,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":55,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":56,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":56,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":58,"\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\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":56,"\u65f6":[34,55,56],"\u65f6\u4e00\u8d77\u66f4\u65b0":56,"\u662f":[44,56],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":58,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":59,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":58,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":59,"\u662f\u5426\u6253\u5f00":55,"\u662f\u56e0\u4e3ac99\u652f\u6301":58,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u6307":59,"\u662f\u7528\u6237\u4f7f\u7528c":59,"\u662fc":59,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":55,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":59,"\u6700\u540e\u5220\u9664":78,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":58,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[55,56],"\u6709\u6807\u51c6\u7684":58,"\u6709\u7684\u65f6\u5019":58,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":78,"\u672c\u6587\u6863\u63cf\u8ff0paddl":59,"\u673a\u5668\u7ffb\u8bd1":78,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":55,"\u6765\u5b9e\u73b0":56,"\u6765\u786e\u4fdd\u628a":58,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":58,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8fdb\u884c\u8ba8\u8bba":59,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":78,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":56,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\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\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":58,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":55,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":56,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6bcf\u4e00\u4e2a":78,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e2a":56,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":56,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":56,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":55,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u969410\u5206\u949f":34,"\u6bd4\u5982":[35,56],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":56,"\u6bd4\u5982\u5c06":78,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":55,"\u6ce8":34,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[55,56],"\u6ce8\u610f":56,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":56,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":56,"\u6d4b\u8bd5docker\u955c\u50cf":78,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6df1\u5165paddlepaddl":56,"\u6dfb\u52a0":55,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[55,56],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":56,"\u7136\u540e\u5728\u524d\u5411":55,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7248\u672c\u5206\u652f":78,"\u7248\u672c\u53f7":78,"\u7248\u672c\u53f7rc":78,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":78,"\u7279\u6709\u7684\u8bbe\u5907id":56,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":55,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":58,"\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\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":58,"\u751f\u6210\u6587\u6863":58,"\u751f\u6210\u7684":35,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210api\u6587\u6863":58,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u7528":44,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":56,"\u7528\u4e8e\u7ba1\u7406mkl":56,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":55,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":56,"\u7528\u4e8emkl":[55,56],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":59,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":59,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u901a\u8fc7c":59,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":55,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8ec":58,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8emkl":56,"\u7531\u4e8epypi":78,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":56,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7684\u4e00\u4e2a\u5b50\u96c6":56,"\u7684\u4fe1\u606f":56,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":56,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u7684\u57fa\u672c\u903b\u8f91":56,"\u7684\u5934\u6587\u4ef6":58,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":56,"\u7684\u60c5\u51b5\u4e0b":55,"\u7684\u63a5\u53e3\u6837\u5f0f":58,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u65f6\u5019":56,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":56,"\u7684\u683c\u5f0f\u5b58\u50a8":56,"\u7684\u6982\u5ff5":56,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":58,"\u7684\u7ed3\u679c":55,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":55,"\u7684\u89c4\u8303":58,"\u7684\u89d2\u5ea6":35,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684flag":[55,56],"\u7684vanilla":55,"\u76ee\u524d\u53ea\u8003\u8651":56,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":56,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":56,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u7684\u4f18\u5316":56,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":58,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":55,"\u76ee\u5f55\u4e0b":59,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":56,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":58,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":59,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":58,"\u76f8\u5173\u5c42":55,"\u77e9\u9635\u5927\u5c0f\u662f":55,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":58,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":58,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u7b2c\u4e00\u4e2atag\u4e3a":78,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":78,"\u7b2c\u4e8c\u4e2a\u4e3a":78,"\u7b49":[56,59],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":59,"\u7b49\u6587\u4ef6":59,"\u7c7b\u4f3c":59,"\u7c7b\u540d\u548cc":58,"\u7c7b\u578b":58,"\u7ea2\u697c\u68a6":121,"\u7ed3\u8bba":58,"\u7edf\u4e00\u7528":35,"\u7f16\u8bd1\u5668\u6ca1\u6709":58,"\u7f16\u8bd1\u578b\u8bed\u8a00":58,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":56,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":78,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":78,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":78,"\u7f16\u8bd1c":59,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":78,"\u7f16\u8bd1ubuntu\u7684deb\u5305":78,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":59,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":58,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":59,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":58,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":58,"\u800c\u5bf9\u4e8egolang":58,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":58,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":59,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":58,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":59,"\u826f\u597d\u7684\u6587\u6863":58,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":56,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":59,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":56,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":58,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":58,"\u8ba1\u5212\u5728":[55,56],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba9paddle\u6838\u5fc3\u4e2d":59,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":78,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":78,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":78,"\u8bbe\u7f6e":59,"\u8bc6\u522b\u6570\u5b57":78,"\u8bcd\u5411\u91cf":78,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":55,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":56,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":78,"\u8bf4\u660e":34,"\u8bf7\u53c2\u8003":59,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":56,"\u8f6c\u6362\u5197\u4f59":55,"\u8f6c\u6362\u51fd\u6570":56,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":55,"\u8f93\u5165\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":56,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":55,"\u8fd1\u671f\u76ee\u6807":56,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":78,"\u8fd8\u662f\u4ece":35,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":59,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":55,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":59,"\u8fd9\u4e09\u4e2a\u5206\u652f":78,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":55,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":59,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":59,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":59,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":58,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":58,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":59,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":59,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":59,"\u8fd9\u4e2a\u9009\u62e9":[55,56],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":59,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e9b\u4f1a\u5728":[55,56],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":56,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":58,"\u8fd9\u662f\u56e0\u4e3a":58,"\u8fd9\u6837":59,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":56,"\u8fd9\u6837\u4fdd\u8bc1":78,"\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\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":56,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":56,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":58,"\u8fd9\u91cc":56,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fdb\u4e00\u6b65\u4f18\u5316":56,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":78,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":56,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u901a\u5e38":59,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":55,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":59,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":78,"\u90a3\u4e48":59,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":56,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":56,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":56,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":56,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":58,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":58,"\u91cc\u9762\u6dfb\u52a0":56,"\u91cd\u5199\u7236\u7c7blayer\u7684":56,"\u91cd\u547d\u540d\u6210":58,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":58,"\u9519\u8bef\u5904\u7406":58,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":58,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":58,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":59,"\u96c6\u6210\u5230":55,"\u96c6\u6210\u5230paddlepaddl":56,"\u9700\u8981":35,"\u9700\u8981\u4fee\u6539build":78,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":59,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":78,"\u9700\u8981\u5f15\u7528":59,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":58,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[56,78],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":56,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":59,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":78,"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":55,"abstract":[43,47,65,77,79,95,111],"api\u4e2d\u4f7f\u7528":58,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":59,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":59,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":59,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":59,"api\u65f6":59,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":59,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":59,"api\u66b4\u9732\u7684\u7c7b\u578b":59,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":59,"api\u7684\u5b9e\u4f8b":59,"api\u7684\u5b9e\u73b0\u7ec6\u8282":59,"api\u7684\u63a5\u53e3":59,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":59,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":59,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":59,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":59,"apis\u505a\u4e86\u5c01\u88c5":55,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":78,"boolean":[21,43,45,52,58],"break":[13,32,84,124],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":78,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":78,"byte":[15,44,57],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":58,"c\u6709\u6807\u51c6\u7684abi":58,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":58,"case":[8,20,21,36,43,47,59,65,68,70,71,75,92,95,96,101,105,112,119,122,124],"char":38,"class":[4,5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,58,62,63,67,71,75,76,77,79,80,81,82,84,96,97,102,110],"compute\u51fd\u6570":55,"const":[31,36,38,46,53,54,66,68,76,79,81,82,83,84,95,96,97],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":59,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":59,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":59,"core\u6982\u5ff5":59,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"deb\u5305":78,"deb\u5305\u7f16\u8bd1\u95ee\u9898":78,"default":[2,6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,57,60,61,68,69,79,80,81,85,86,87,89,93,94,96,100,103,104,105,106,111,113,115,116,117,119,124],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":56,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":56,"dnn\u4e2d\u7684":56,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":56,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"dnn\u4f1a\u7528\u5230":56,"dnn\u5171\u540c\u4f7f\u7528":56,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":56,"dnn\u5728\u53d1\u5e03":56,"dnn\u5b9e\u73b0":56,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":56,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":56,"dnn\u7684":56,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":56,"dnn\u7684\u6027\u80fd":56,"dnn\u7684\u60c5\u51b5\u4e0b":56,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":56,"dnn\u7684\u6d4b\u8bd5":56,"dnn\u7684\u73af\u5883\u4e0b":56,"dnn\u7684\u76f8\u5173\u529f\u80fd":56,"dnn\u7684\u7ed3\u679c":56,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":56,"dnn\u7684layer":56,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":56,"enum":[36,38,60,67,80,81,85],"export":[47,51,87,98,103],"final":[8,9,30,51,61,62,84,95,96],"float":[2,6,7,8,10,13,21,46,53,81,82,83,95,96,97,101,113,121,123],"function":[2,4,8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,61,62,65,66,67,68,70,71,73,75,76,77,79,81,83,84,92,95,96,97,100,101,103,111,119,122,124],"golang\u53ef\u4ee5\u4f7f\u7528":58,"golang\u7684":58,"h\u5e76\u4e0d\u56f0\u96be":58,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"import":[2,4,7,8,29,31,32,49,51,52,61,62,67,73,79,89,90,92,96,101,103,105,117,121,122,123,124],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"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":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,58,59,67,69,70,72,80,81,82,84,85,95,97,103,113,124],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":58,"layer\u65f6":56,"layer\u7684\u540e\u9762\u63a5\u6709cpu":56,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":78,"long":[1,8,9,13,47,101],"mkl\u5e93\u7684":55,"mklml\u4ee5\u53camkl":56,"mklml\u53ef\u4ee5\u4e0emkl":56,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":56,"mode\u4e0b\u7684\u7ed3\u679c":55,"model\u505a\u5206\u652f\u7ba1\u7406":78,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"new":[2,8,13,30,31,32,33,36,37,38,39,40,46,47,55,60,62,65,69,70,71,74,75,77,81,84,90,93,94,99,105,106,119,122,124],"note\u7684\u4e66\u5199":78,"null":[51,95,111],"op\u7684\u4fe1\u606f":56,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":56,"org\u76ee\u524d\u9075\u5faa":78,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":55,"packed\u76f8\u5173\u529f\u80fd":55,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":58,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":58,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":58,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":58,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":59,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":58,"paddle\u7684c":59,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":59,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":58,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":59,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":58,"paddle_\u7c7b\u578b\u540d":59,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":59,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":56,"paddlepaddle\u4f7f\u7528git":78,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":78,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":78,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":78,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":78,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":56,"patch\u53f7":78,"patch\u53f7\u52a0\u4e00":78,"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,"public":[14,18,31,46,48,53,76,79,81,82,84,95,96,97,103,105,106],"py\u4e2d":78,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":78,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"release\u9875\u9762":78,"resnet\u7684mkl":56,"return":[2,6,7,8,9,11,13,14,15,18,21,23,28,29,30,31,35,36,38,41,42,46,48,49,51,53,54,61,62,63,67,68,69,71,74,76,79,81,82,84,92,95,96,97,105,122,123,124],"rnn\u90e8\u5206\u4e2d":55,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"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,"short":[8,9,46,49,69,79,84,96],"static":[28,38,59,79,81,105,116,119],"super":[69,95],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":58,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":58,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"swig\u76f4\u63a5\u8bfb\u53d6c":58,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":58,"switch":[31,59,74,105],"tag\u4e3a":78,"throw":105,"true":[2,6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,55,63,67,68,70,78,81,84,92,95,103,105,111,113,123],"try":[32,33,36,37,38,47,51,70,79,87,89,93,101,116,122],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":59,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":78,"var":[31,48,50,52,63,67,68,69,75,79,84,98],"void":[31,36,38,43,46,48,53,57,58,59,67,68,80,81,82,83,95,96,97],"wheel\u5305":78,"while":[1,2,6,13,21,31,40,47,51,54,62,65,66,70,77,79,82,92,96,97,111,122,124],AGE:[105,106],AWS:[13,35,103,108,109],And:[2,7,8,10,13,14,15,21,28,30,36,40,41,43,49,51,60,64,70,79,82,92,105,113,121,123],But:[2,8,9,13,21,30,48,54,60,79,89,94,103,119],EOS:8,For:[1,2,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,57,60,61,62,65,66,67,68,69,70,71,74,75,76,77,80,81,82,83,85,86,87,90,92,94,95,96,97,100,101,110,111,113,115,117,119,121,123,124],Has:2,IDE:[93,116],IDs:[14,21,40,62,124],IPs:103,IRs:71,Ids:124,Into:105,Its:[2,7,80,92,96,105],K8s:119,NMS:8,NOT:[69,96],Not:[29,33,89,119],ONE:2,OPs:[71,73],One:[7,9,21,28,30,40,57,60,74,79,83,92,95,111,122,124],Ops:[75,77,81,96],PFS:44,PRs:98,QoS:106,Such:[53,69,84],THE:2,TLS:[29,44,105],That:[8,13,64,87,111,113],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,45,46,51,54,57,59,61,62,64,65,67,68,69,70,71,73,74,77,79,80,81,82,83,84,85,87,89,92,93,94,95,96,97,98,100,101,102,103,104,105,106,111,113,115,120,121,122,123,124],Their:[2,8,33],Then:[4,8,9,48,53,64,68,86,87,89,92,95,100,101,103,105,106,107,121],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,60,61,62,65,66,69,71,77,79,80,82,96,101,105,115,116,122,123,124],These:[7,15,31,46,50,63,77,80,81,86,103,113],Use:[2,7,13,29,45,70,72,75,86,95,100,101,105,111,112,117],Used:[9,18,22,75,82],Useful:2,Uses:116,Using:[33,47,65,70,75,77,79,88,93,97,106],VMs:93,VPS:105,WITH:117,Will:[13,28],With:[2,8,9,47,64,67,84,122],YES:41,Yes:[56,87,93],___fc_layer_0__:105,__align__:46,__cuda_align__:46,__device__:46,__doc__:81,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:81,__init__:[42,49,63,69,84,95,100],__main__:[49,123],__metaclass__:96,__name__:[49,123],__param_conf__:28,__rnn_step__:92,__tmp_params__:28,__va_args__:76,__x:46,_binari:32,_create_global_var:69,_dtype:51,_error:122,_librari:32,_link:9,_loss:49,_op:[51,96],_proj:8,_res2_1_branch1_bn:123,_source_language_embed:[92,121],_target_language_embed:[92,121],_test:32,_update_op:42,_value_index:51,a75:46,a_op:96,aaaaa:35,aaaaaaaaaaaaa:105,abbrevi:15,abc:8,abi:115,abil:49,abl:[8,29,53,63,69,71,74,85,119,122],about:[4,9,15,31,32,41,45,61,70,71,79,81,82,87,89,90,96,100,101,105,110,111,115,117],abov:[2,4,7,8,21,29,31,32,33,37,46,47,48,50,61,62,63,64,65,67,69,71,74,81,84,87,88,90,93,94,96,97,100,101,105,106,115,119,122,123,124],abs:[9,20,30,49,122],abs_numerical_grad:30,absolut:[1,87,115,117],acceler:[8,34,56,64,65,87,113],accept:[2,4,6,8,13,21,29,75,115,124],access:[1,8,9,21,29,32,37,40,41,69,71,89,92,103],accessmod:105,accessor:69,accord:[1,2,7,8,15,21,30,38,50,62,71,73,75,84,96,103,110,111,113],accordingli:[4,7,8,95],account:[75,94,119],accrodingli:36,accumul:[33,38,42,64,65],accur:[30,40],accuraci:[7,18,42,95,124],achiev:[64,65,82,101],ack:111,acquir:47,across:[8,13,61],act1:51,act2:51,act:[8,9,21,22,31,51,62,69,71,74,84,90,92,102,124],act_output:81,act_typ:[51,124],action:[71,105],activ:[4,9,21,27,32,51,62,69,71,77,81,90,92,95,97,98,111,124],activi:9,actual:[2,8,36,47,49,51,60,65,81,82,83,97],actual_kernel_typ:83,adadelta:124,adagrad:[23,65,80,124],adagradoptim:63,adam:[23,29,38,49,124],adamax:[23,124],adamoptim:[121,124],adapt:[7,10,21,28],add:[2,8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,54,63,65,68,69,71,73,75,77,79,86,93,94,95,96,97,101,102,113,117,124],add_activ:69,add_bia:69,add_depend:32,add_execut:32,add_input:[61,95],add_memori:61,add_output:61,add_scalar:[31,62,67],add_sum:69,add_test:[32,95],add_two:[31,61],add_unittest_without_exec:95,addattr:[81,96],addbia:95,addcom:[81,96],added:[2,7,8,18,26,28,31,46,60,64,65,73,77,94,95,96],adding:[77,94,123],addinput:[81,96],addit:[8,9,64,75,77,84,96,97,124],addition:61,addop:[48,97],addoutput:96,addr:33,address:[33,38,71,74,87,101,103,104,107,111,119],addrow:95,addtolay:8,addtyp:81,admin:119,administr:[40,93,119],adopt:[46,49],advanc:[30,92,101,111],advantag:[30,46,47,65,70,103],adversari:[49,70],advic:101,affect:[8,31],affili:62,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,64,66,69,71,72,73,86,87,92,94,95,96,97,100,103,104,105,106,111,113,115,116,122,123,124],again:[29,33,65,101],against:105,age:14,agg_level:8,aggreg:[42,64,105],ago:32,aid:101,alexnet_pass1:113,alexnet_pass2:113,algorithm:[8,10,21,37,62,65,77,83,92,121],alia:[5,6,8,21],align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,57,59,60,61,62,63,64,65,67,69,71,72,74,75,81,82,87,92,93,95,97,101,102,103,104,105,106,110,111,113,115,116,117,119,121,122,123,124],alloc:[6,38,41,82,95,97,102,113],allow:[29,38,47,65,71,77,94,95,101,105,111,124],allow_only_one_model_on_one_gpu:[110,111,113],allreduc:64,almost:[93,104,121],along:[15,21],alpha:[32,77],alreadi:[32,33,47,69,71,73,79,87,101,104,105,111,117],alreali:110,also:[1,2,8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,54,60,61,62,65,66,67,68,69,70,77,79,81,82,84,86,87,89,92,93,95,96,98,101,103,106,115,119,122,123,124],altern:[96,100],although:64,altogeth:119,alwai:[4,8,9,28,32,57,74,80,105,111],amazon:[105,106,124],amazonaw:105,amazonec2fullaccess:105,amazonelasticfilesystemfullaccess:105,amazonroute53domainsfullaccess:105,amazonroute53fullaccess:105,amazons3fullaccess:105,amazonvpcfullaccess:105,ambigu:70,amd64:105,amd:60,amend:94,among:[21,105],amort:64,amount:[21,101],analysi:[100,101],analyz:124,ancestor:[67,69],andd:105,android:[117,118],android_abi:115,android_api:115,android_arm_neon:115,android_native_api_level:115,android_standalone_toolchain:115,android_toolchain:115,angl:8,ani:[1,2,8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,57,62,64,65,69,70,71,73,74,76,77,83,86,93,96,97,101,105,107,117,124],annoi:104,announc:46,anoth:[2,8,13,28,29,31,41,47,62,69,79,81,83,93,105,111],anroid_arm_mod:115,ans:105,answer:[47,94,105],anymor:64,anyth:[13,62,70,105],anytim:49,anywai:[100,115],apach:56,apart:21,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,61,66,75,78,84,85,86,89,95,96,100,101,103,105,114,115,116,117,119,120,122,124],api_shar:32,api_test:32,api_trainer_config_helpers_lay:92,apiserv:105,apivers:[105,106],app:116,appear:[47,50,82],append:[2,13,21,28,42,62,69,70,92,94,95,103],append_backward:100,append_backward_op:[23,63],append_batch_s:21,append_gradient_machin:28,append_op:[54,69],append_oper:69,appl:116,appleyard:101,appli:[8,21,49,50,64,79,92,95,124],applic:[25,46,47,50,69,75,94,96,100,101,103,105,106,119],applyl1:36,appoint:96,appreci:94,approach:[8,64,65,66,71,72,73,77,115,117,119],appropri:71,approxim:[20,65],apt:[87,100],arang:21,arbitrari:[8,57,71,97],arch:115,architectur:[46,86,103,115,116,121],archiv:[14,58,59],area:49,arg:[2,7,9,25,51,63,81,96,110,122,123,124],arg_nam:8,argu:68,argument:[2,4,8,13,15,25,31,36,37,63,66,68,69,74,86,92,94,95,111,112,121,122,123],argv:123,arithmet:46,arm64:[115,116],arm64_standalone_toolchain:115,arm:[46,115,116,117],arm_standalone_toolchain:115,armeabi:115,armv7:[46,116],armv8:46,arn:105,around:[2,8,40,69,105,119],arrai:[4,6,8,13,15,21,28,38,50,62,67,69,70,75,84,96,123],arrang:84,arrow:49,articl:[47,50,93,103,106,117],artifact:[89,105],artifici:[20,122],arxiv:[9,20,49,122],as_row_vector:8,as_step_input:31,asgd:65,ask:[33,40,93],assign:[7,8,37,46,64,72,97,103,105,111,119],associ:[66,76,97],assum:[7,8,31,71,87,92,113,121],assumpt:71,assur:1,astyp:[70,96,122],asyc:33,async:[33,110],async_count:111,async_lagged_grad_discard_ratio:111,async_lagged_ratio_default:[110,111],async_lagged_ratio_min:[110,111],asynchron:[33,64,103,111],atleast:21,atom:72,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,54,67,68,69,81,92,96],attr_map:81,attrdesc:67,attribut:[2,8,9,21,27,31,54,67,73,75,79,81,84,95,96,121],attributemap:96,attrproto:81,attrtyp:[67,81,96],attrvalu:81,auc:[42,110],aucvalidationlay:111,authent:105,author:[44,105,123],auto:[31,36,58,68,72,75,79,83,84,86,94,95,96,97,101],autom:[103,105],automat:[8,29,38,48,63,71,73,75,81,86,92,94,95,96,100,104,105,110,111,116],avail:[33,38,46,47,73,74,89,105,119],averag:[7,8,11,28,37,111,123,124],average_test_period:[110,111],avg:[101,124],avg_cost:102,avgcost:124,avgpool:[8,124],avoid:[30,31,33,54,64,65,66,71,86,101],avx2:86,avx:[86,87],awai:47,await:106,awar:[29,42,61,69,93,100,105,115],awk:107,aws:44,aws_account_id:105,awsaccountid:105,awskeymanagementservicepowerus:105,axes:21,axi:[8,21],axis:8,aync:73,b2t:121,b363:106,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:106,ba5f:105,back:[2,8,21,28,33,46,49,65,71,87,96],background:[7,8,77,103],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,55,56,63,65,66,68,76,77,92,95,102,111,113],backward_first:92,backward_op:30,backwardactiv:95,bag:124,baidu:[47,106,121],baik:121,bake:71,balanc:[64,73,105,111,122],bandwidth:[46,64],bare:[106,119],barrier:[103,111],barrierstatset:101,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,60,63,64,65,71,75,76,77,82,84,92,93,95,96,100,101,102,105,111,115,116,121,122,124],baseactiv:9,baseev:28,basematrix:95,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[86,87,93,103,105,106],basic:[2,8,28,51,67,71,75,76,84,95,124],batch:[2,8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,60,61,62,64,65,84,94,95,105,106,111,122,123,124],batch_0:123,batch_id:[28,49],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,70],batch_siz:[2,13,49,55,62,121,122,124],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,95],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:117,bdist_wheel:78,beacus:51,beam:[8,92,111],beam_gen:[8,92],beam_search:[28,62,92],beam_siz:[8,62,92,110,111,113],becaus:[4,7,8,14,29,31,32,33,38,46,62,66,69,70,77,79,80,83,84,85,92,93,95,97,100,105,113,115,124],becom:[72,73,79,82,101],been:[2,8,9,21,32,37,47,93,94,124],befor:[4,8,9,33,40,45,50,60,65,66,70,77,86,87,94,96,100,105,115,116,119],begin:[4,7,8,18,36,38,42,45,50,62,64,95,103],beginiter:[28,29],beginn:92,beginpass:[28,29],begintrain:29,behavior:101,behind:[47,84],being:[21,40,47,68,70,97,100,122],belong:[7,8,71,79],below:[2,31,33,38,46,47,57,66,70,71,73,77,84,85,86,89,92,95,101,103,105,115,116,122,124],benchmark:57,benefit:[9,40,41,62],bengio:20,besid:[1,8,14,60,64,71,89],best:[32,87,93,111,124],besteffort:106,beta1:[10,23],beta2:[10,23],beta:[49,123],better:[9,32,47,62,83,105,116,119,122],between:[7,8,15,21,28,32,33,38,46,47,59,64,66,71,73,74,76,79,87,96,97,105,122,124],bgr:[15,123],bi_gru:9,bi_lstm:9,bia:[8,9,21,62,69,92,95,123],bias:[8,95],bias_attr:[8,9,21,69,92],bias_param_attr:9,biases_:95,biasparameter_:95,biassiz:95,bidi:106,bidirect:[8,9,92],big:[73,101,119],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:101,bin:[87,103,105,106],binari:[2,7,8,13,32,41,46,49,57,71,86,88,89,93,100,101,105,121,124],bind:[46,48,79,82],bit:[46,47,124],bitcod:116,bla:[87,116],black:[49,116],blank:[8,105,116],block:[8,34,36,38,42,43,47,53,60,61,63,71,72,73,82,95,96,97,101,111,123],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,69,75],blockdescbind:53,blockingcount:72,blueprint:62,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,75,92,98,102,120],bool:[2,6,7,8,9,10,11,13,15,21,28,31,46,52,54,55,56,68,69,80,81,84,85,95,111,113,124],boost:[60,82],boot:[8,92,119],boot_bia:8,boot_bias_active_typ:8,boot_lay:92,boot_stat:84,boot_with_const_id:8,bootstrapp:119,borrow:[49,84],bos_id:[8,92],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,60,62,64,68,71,73,80,82,92,95,96,97,98,101,103,105,116,122,123,124],bottl:64,bottleneck:[101,123],bottom:28,bound:8,boundari:71,boundri:7,bow:124,box:[8,49,101],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,67,71,78,89,94,96,98],breadth:111,break_if:84,brief:[32,38,46,82,97],briefli:101,bring:[47,97],broadcast:[21,33,64,75,119],broken:94,browser:[87,98,100,105],bsd:[64,93],bucket_nam:105,buddy_alloc:94,buf:36,buf_siz:13,buffer:[2,13,36,57,65,70,79,102,111],buffer_s:13,buffered_read:70,bufsiz:13,bug:[94,105],build:[8,14,32,41,50,51,56,65,71,77,78,81,87,89,90,94,96,100,103,105,108,109,111,116,118,121,123,124],build_android:115,build_dict:14,build_model:49,builder:94,built:[32,46,47,60,64,71,81,84,86,89,93,100,115,117,119,122],bunch:[57,101,103,124],button:[94,98,105],c11:58,c703c041:94,c99:59,c99e:105,cach:[46,71,86,124],cache_pass_in_mem:[2,124],cachetyp:[2,124],cacul:[9,42,103],caff:[31,47],caffe2:[31,47],calc_batch_s:2,calcul:[2,7,8,9,18,21,30,33,38,42,46,72,87,92,95,101,103,111,113,122],call:[2,7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,61,62,63,69,71,75,76,79,81,82,84,90,92,93,95,96,97,100,101,103,105,111,123,124],callabl:[2,6,8,13,14],callback:95,caller:[30,100,105],can:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,54,60,61,62,63,64,65,67,68,69,70,71,73,74,75,76,77,81,82,83,84,86,87,88,89,90,92,93,94,95,96,97,98,100,101,103,104,105,106,107,110,111,113,115,116,117,119,121,122,123,124],can_over_batch_s:2,cancel:40,candid:[8,62],candidate_activ:21,cannot:[74,75,79,84,95,96],cantain:51,capabl:[46,66,75],capac:[77,105],capi:[58,86],capi_prvi:59,caption:62,captur:[8,104],card:[64,103],care:[9,41,70,82,87,110,111,119],carefulli:[111,123],caret:28,carpedm20:49,carri:21,cast:[46,83],cast_to_op_attr:81,cat:[13,15,87,107,123],categori:[8,14,33,124],categorig:14,categoryfil:106,caus:[33,45,89,96],caution:[105,106],cbla:55,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:[60,82],ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,cell_t_prev:21,cell_valu:21,center:[2,15],center_crop:15,cento:[86,89,90,119],central:77,ceph:[13,35,106],cephf:[35,41,44],certain:[1,54,60,63,79,82,110],certif:[29,44,105],cffi:58,cfg:106,cgo:58,chain:[13,50,95],challeng:[8,33,47,52,82],chanc:[29,46,95,124],chang:[8,14,32,37,41,47,66,67,70,76,79,86,92,94,95,96,97,101,103,105,111,115,124],channel:[8,9,15,21,101,123],channel_shar:8,channl:123,chapter:[61,62],chapter_data:61,chapter_out:61,charact:124,characterist:113,check:[2,13,31,32,68,75,86,89,94,96,98,103,105,111,113],check_align:13,check_attr:81,check_eq:95,check_fail_continu:2,check_grad:[30,96],check_l:95,check_output:96,check_sparse_distribution_batch:[110,111],check_sparse_distribution_in_pserv:[110,111],check_sparse_distribution_ratio:[110,111],check_sparse_distribution_unbalance_degre:[110,111],check_styl:94,checker:75,checkgrad:111,checkgrad_ep:111,checkmark:119,checkout:94,checkpoint:[68,73],checksum:44,child:31,china:87,chines:98,chip:47,chmod:105,choic:[32,47,87],choos:[54,86,87,88,93,111,115,124],chosen:[1,49,60],chunk:[37,44,122],chunk_schem:7,chunktyp:7,chw:15,cifar:122,circl:50,circumst:82,claim:105,claimnam:105,clang:[46,58,94,115],clarifi:7,clariti:62,classfic:123,classic:8,classif:[2,4,8,20,50,113,123,124],classifi:[8,49,122,123,124],classification_cost:[71,124],classification_error_evalu:[7,122,124],classification_evalu:7,claster:105,clean:[4,31,32,43,66,75,86,93,94],clear:[7,32,62,66,79,117],clearer:[66,69],clearli:[79,83],cli:105,click:[89,94,98,100,101,105],client:[36,39,75],clip:[6,9,111,124],clock:8,clone:[8,86,93,94,98,100,115,117],close:[2,70,74,94],cloud:[32,33,41,44,45,74,75,119],cloud_read:13,cls:124,cludform:105,cluster:[13,28,29,31,33,38,71,74,106,110,111,124],cluster_test_fil:103,cluster_train:104,cluster_train_fil:103,cluster_train_v2:[104,107],cm469:105,cmake:[59,86,93,94,95,96,98,100,101,115,116],cmake_build_typ:[100,115,116,117],cmake_c:116,cmake_install_prefix:115,cmake_system_nam:[115,116,117],cmakelist:[32,55,56,95],cmatrix:[58,59],cmd:[13,106],cname:105,cnn:[8,106,123,124],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,57,60,63,65,66,68,70,71,73,75,76,77,81,84,86,87,89,90,92,93,95,96,97,98,99,101,103,105,106,122,124],codebas:[75,94],coeff:8,collabor:33,collect:[8,14,28],collectbia:95,color:[15,123],colour:14,column:[7,8,21,50,70,74,95,100,121],column_evalu:7,com:[8,9,14,32,49,86,93,94,98,100,102,105,106,115,117,119,123],combin:[7,8,9,13,23,28,63,75,79,122],come:[42,67,71,84],comma:[25,28,38,111,121],command:[1,4,13,25,32,36,41,45,86,87,89,90,93,94,95,96,98,99,100,101,104,105,106,107,108,109,115,116,117,121,122,123],commandlin:101,commenc:124,comment:[32,51,81,94,96,124],commit:[32,94],common:[15,20,23,26,35,77,82,92,95,110],commonli:[45,77,92,100,101,113,117],commun:[33,38,39,64,71,73,94,95,103,105],compani:47,compar:[30,32,75,93,95,96,122,124],comparison:[32,47],compat:[2,46,48,64],competit:122,compil:[8,32,51,53,60,64,71,76,80,81,85,93,95,98,103,118],complaint:32,complet:[4,8,9,14,23,28,31,33,37,38,44,50,57,60,75,88,95,96,97,100,105,106,119,124],complex:[1,2,9,40,62,75,92,101,124],complic:[8,48,70,71,83,84],compon:[51,71,84,95],compos:[13,29,48,51,61,69,75,122],composenotalign:13,composit:48,compress:37,compromis:93,comput:[8,9,21,25,29,30,33,43,46,47,51,57,60,63,64,65,71,73,74,76,79,82,83,85,87,92,93,94,95,96,100,101,102,103,105,113,115,116,117,124],computation:[8,92],computationgraph:51,con:64,concat:[49,92],concaten:[8,9,21,49,61,84],concentr:75,concept:[2,7,29,47,48,49,51,61,62,65,66,67,74,79,84,85,92],conceptu:[43,47,49,51],concern:[29,42,116],concis:[49,84],conckerneltrac:25,conclud:96,concret:[75,82,96],concurr:[33,40,47,73,103],concurrentremoteparameterupdat:111,cond:[21,31,47,52,67],condit:[8,21,37,47,52,71,92,106],condtion:49,conduct:101,conf:[4,8,104,121,122,123],conf_paddle_gradient_num:105,conf_paddle_n:105,conf_paddle_port:105,conf_paddle_ports_num:105,conf_paddle_ports_num_spars:105,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,25,35,45,62,95,105,106,110,111,119,121,122,123,124],config_:[36,111],config_arg:[110,111,113,123,124],config_bas:[7,8,28],config_lay:95,config_len:38,config_pars:[4,55,56,95],config_proto:38,configur:[0,1,2,4,8,21,28,36,38,40,41,47,51,54,69,73,82,83,90,91,93,94,95,96,97,101,103,111,115,117,119,121,123],confirm:45,conflict:[79,94],confus:[15,49,54],congest:111,conll:14,connect:[1,9,21,41,71,73,95,103,105,106,119,122,123,124],connectionist:8,consequ:[8,9],consid:[7,8,20,68,82,93,101,113,119],consider:[2,8,9,60],consist:[7,8,14,15,37,57,67,70,75,76,81,96,123,124],consol:[101,105],consolid:[31,98],constant:[8,20,21,51,53,54,60,74,95,96],constraint:[71,79],construct:[2,4,7,29,43,51,61,69,75,79,81,85,92],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,69,75,79,81,95,96],consum:[33,100],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,57,60,66,69,74,75,76,79,80,81,84,85,88,89,92,93,96,103,105,107,116,123,124],container:103,containerport:105,content:[38,45,57,62,98,106],content_dir:98,content_len:38,context:[8,9,14,79,80,82,92,96,97,102,121,124],context_attr:9,context_len:[8,9,124],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,124],contin:105,continu:[2,7,33,57,103,111,115],contrast:8,contrib:77,contribut:[77,93,99],contributor:75,control:[6,31,74,105,106,111,119],conv2d:49,conv:[9,21,49,83],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:[29,51,63,81],convent:[38,94,96],converg:[104,122],convers:[46,47,71],convert:[2,4,14,21,35,46,47,70,72,76,121,123,124],convlay:8,convolut:[8,9,13,21,22,49,60,69,82,122,123],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,94],coordin:[33,38],copi:[28,29,37,40,45,50,61,62,64,65,84,86,94,103,105,107,122],copy_shared_paramet:122,copytonumpymat:122,core:[2,6,18,21,51,54,59,65,66,84,93,102,111],coreo:[105,119],corner:75,corpu:14,correct:[2,8,21,30,46,64,95,96,105],correctli:[7,13,46,49,95,122],corresond:46,correspend:21,correspoind:29,correspond:[2,4,8,21,26,29,31,32,46,51,52,60,61,62,69,74,75,76,77,81,82,95,96,97,100,116],correspondingli:116,corss_entropi:29,cortex:46,cos:[8,81],cosin:[8,21,81],cosineop:81,cosineopproto:81,cosineopprotomak:81,cost:[4,21,28,29,50,63,64,67,68,71,74,83,102,111,122,124],cost_id:8,cost_np:68,cost_val:71,could:[2,4,8,13,28,29,30,37,46,47,61,63,65,66,67,69,70,71,72,73,76,93,100,101,104,105,115,124],count:[7,33,41,42,68,70,101,103,106,111,113,121],counter:[25,33,37,50,72],cours:[7,41,60,93],covari:8,cover:[47,97],cp27:89,cp27m:89,cp27mu:89,cpickl:123,cpp:[30,36,48,55,56,58,59,66,73,75,85,95,101,124],cprofil:100,cprofilev:100,cpu:[1,2,6,8,30,41,46,54,60,65,66,71,74,75,77,78,82,83,86,87,93,96,97,100,101,102,106,111,122],cpu_avx_mkl:89,cpu_avx_openbla:89,cpu_kernel:54,cpu_per_p:74,cpu_per_train:74,cpudevicecontext:[60,82,96],cpuengin:56,cpuinfo:87,cpuplac:[54,60,82,96,97,102],cpusparsematrix:59,crash:[33,101,104,111],creat:[4,6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,60,61,63,64,65,66,69,72,76,77,87,90,93,94,95,96,98,103,107,111,115,119,121,122],create_backward_pass:63,create_bias_paramet:95,create_block:69,create_cloud_job:74,create_doc_str:81,create_input_paramet:95,create_local_scop:43,create_oper:48,create_optimization_pass:[23,63],create_paramet:69,create_python_ops_creatation_funct:81,create_rnn:31,create_rnn_op:61,create_st:18,create_tmp_var:69,create_tmp_vari:69,create_var:69,create_whileloop:84,createargu:122,createfromconfigproto:[4,122],creategradientoper:76,createop:81,createoper:31,createstack:105,createvari:31,creation:[48,105],creationd:105,creator:[13,14,35,75,76],creator_:76,credenti:45,credit:122,crf:[82,83],critic:[49,100],crlf:94,crop:[15,82,123],crop_grad:82,crop_siz:[15,123],crope:15,cropgradkernel:82,cropkernel:82,cross:[8,69,96,124],cross_compil:117,cross_entropi:[8,29,49,74,83,122],cross_entropy_with_selfnorm:8,crt:44,csc:95,csr:95,csv:25,ctc:7,ctc_evalu:7,ctest:[86,93,96],ctor:69,ctrl:[93,104],ctx:[96,97],cubla:60,cublas_handle_:82,cublashandle_t:82,cuda7:89,cuda8:[86,89],cuda:[25,32,47,60,75,82,87,89,93,96,101,103,111],cuda_dir:[110,111],cuda_fp16:46,cuda_profil:25,cuda_so:87,cudaconfigurecal:101,cudadevicecontext:[60,82,96],cudadevicegetattribut:101,cudaeventcr:101,cudaeventcreatewithflag:101,cudafre:101,cudagetdevic:101,cudagetdevicecount:101,cudagetdeviceproperti:101,cudagetlasterror:101,cudahostalloc:101,cudalaunch:101,cudamalloc:101,cudamemcpi:101,cudaplac:[60,82,83],cudaprofilerstart:101,cudaprofilerstop:101,cudaruntimegetvers:101,cudasetdevic:101,cudasetupargu:101,cudastream_t:82,cudastreamcr:101,cudastreamcreatewithflag:101,cudastreamsynchron:101,cudeviceget:101,cudevicegetattribut:101,cudevicegetcount:101,cudevicegetnam:101,cudevicetotalmem:101,cudnn:[8,11,32,54,60,82,111],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[110,111],cudnn_convt:8,cudnn_dir:[110,111],cudnn_handle_:82,cudnn_kernel:54,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:82,cudnnhandle_t:82,cudnnplac:82,cudnnv5:86,cudrivergetvers:101,cuinit:101,cumtim:100,cumul:8,cur_mem:62,curl:[13,105],curli:[31,50],current:[2,8,21,31,32,33,36,38,42,47,54,60,61,62,65,66,69,73,74,79,83,84,87,89,92,93,95,98,104,105,111,116,120,124],current_block:[67,69],current_oper:67,current_word:92,currentcost:124,currentev:124,curv:29,custom:[1,2,23,29,41,46,49,62,65,75,95,105],custom_batch_read:70,cut:[73,84],cut_lin:13,cutoff:14,cv2:15,cxx:116,cxx_compil:[115,116,117],cxx_flag:116,cxxabi_1:89,cycl:33,cyclic:8,cython:58,d3e0:105,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,daili:94,dalla:2,dandroid_abi:115,dandroid_arm_mod:115,dandroid_arm_neon:115,dandroid_standalone_toolchain:115,danger:2,dangl:93,darwin:105,dash:49,dat:35,data:[0,1,2,4,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,60,61,62,63,64,65,66,67,69,73,74,75,77,79,80,81,82,83,84,85,90,92,95,96,97,101,102,103,107,108,110,111,113,123],data_batch_gen:122,data_dir:121,data_fil:15,data_i:49,data_initialz:124,data_lay:[2,36,122,124],data_layout:21,data_read:[13,70],data_reader_creator_random_imag:70,data_shar:84,data_sourc:122,data_typ:[13,14,57,80,83,85,90,92],data_type_:[54,60,83],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,102],dataflow:51,dataprovid:1,dataprovider_bow:124,dataprovider_emb:124,dataproviderconvert:4,datasci:8,dataset:[0,2,35,41,65,70,90,92,100,111,121,123,124],dataset_nam:15,datatransformationfn:83,datatyp:[14,18,21,54,80,83,85],date:103,dcgan:[49,122],dcmake_install_prefix:[115,116,117],dcmake_system_nam:[115,116,117],dcuda_arch_nam:86,dcudnn_root:86,ddim:[60,82,97],dead:33,deal:[119,122],debug:[2,30,45,47,71,87,94,100],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,57,65,76,77,80,120],declar:[8,21,31,49,61],decod:[8,9,92],decoder_boot:92,decoder_dim:62,decoder_group_nam:92,decoder_input:[62,92],decoder_mem:[62,92],decoder_prev:9,decoder_s:92,decoder_st:[9,92],deconv:[8,49],deconvolut:[8,21],decor:[2,13,95],decrement:72,decrementcount:72,decrypt:105,deduc:75,deep:[8,20,40,43,49,50,56,75,77,82,87,101,116,122,123,124],deeper:[87,123],deepspeech2:55,def:[2,8,13,29,30,35,41,42,48,49,51,54,61,62,63,69,70,81,84,92,95,96,122,123,124],def_block:49,defalut:[111,113],default_block:49,default_devic:113,default_main_program:[18,102],default_param_attr:69,default_st:84,default_startup_program:[18,102],default_valu:113,defaultinfervartyp:53,defect:66,defer:40,defferenct:2,defin:[1,2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,54,60,61,64,67,69,70,72,73,75,79,81,82,84,92,95,97,100,102,103,104,111,121,122],define_py_data_sources2:[2,123,124],definit:[2,31,33,37,43,54,67,71,76,81,84,87,96,100,102,121,124],definiton:48,degre:8,delai:[65,82,97,111],delar:124,delet:[41,44,94,120],deletestack:105,delimit:7,deliv:119,delta:[8,30],delv:[8,20],demand:[33,82],demo:[8,14,75,104,106,108,121,122,123,124],demolish:106,demonstr:[92,97,122],denot:[96,113,124],dens:[2,8,13,38,39,80,95,105,124],dense_arrai:13,dense_vector:[2,4,13,90],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,64,68,71,73,80,87,93,96,103,113,115,116,117,119],dependent_var:68,deploi:[8,104,113,119],deploy:[51,57,75,103,104,105,116,119],deprec:8,depth:[31,47],dequeu:73,deriv:[5,29,52,63,115],desc:[31,57,69,81,84],desc_:31,descend:[21,84],descent:[8,33,65,103],descproto:57,describ:[29,31,32,37,43,54,57,61,62,66,67,69,75,80,81,83,85,95,96,97,105,106,122,124],describestack:105,describestackev:105,describestackresourc:105,descript:[4,7,31,32,53,56,57,60,76,80,83,85,86,89,94,96,103,105,112],descriptor:83,deseri:[28,57,66],deserializ:75,desgin:50,design:[2,8,13,20,36,54,58,65,77,96,119],desir:[13,33,65,105,106,121],destin:[38,45],destroi:[31,43],destruct:79,destructor:95,det_output:7,detail:[2,4,6,7,8,9,10,21,30,37,41,45,47,49,51,57,60,61,69,71,74,77,79,84,85,86,90,92,93,95,96,97,98,100,101,104,105,106,112,113,117,119,121,122,123,124],detect:[53,86,94,115],detection_evalu:7,detection_output:7,determin:[2,8,13,31,60,75,95,122],dev:[75,87,93,100,115,119],dev_ctx:31,develop:[32,47,53,66,69,76,78,87,89,94,97,98,100,102,103,110,111,116,117],deverlop:111,deviat:[6,20],devic:[6,42,46,51,56,60,64,66,71,74,75,83,87,96,97,102,111,116],device_context:96,devicecontext:[31,60,96],deviceid:[56,113],deviceid_:56,devid:[8,111],devtools2:86,dhcp:119,diagnos:104,diagram:[61,103,123],diamond:49,dic:15,dict:[2,7,14,28,69,74,103,107,124],dict_fil:[7,124],dict_siz:[14,36,62],dictionai:124,dictionari:[2,7,8,14,28,29,30,69,74,113,123,124],did:[2,66,87],diff_mat:30,differ:[2,7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,60,62,64,65,68,71,72,73,74,76,79,83,84,87,92,95,96,97,100,104,105,106,111,116,121,123,124],differenti:[48,96],difficult:[7,30,47,93],difficulti:20,dig:[87,101,105],digit:[2,8,103],digraph:51,dilat:[8,21],dilation_h:21,dilation_i:8,dilation_w:21,dim0:96,dim1:96,dim:[8,13,21,36,57,61,75,80,82,85,95,96,97,121,123,124],dim_:[82,97],dimens:[5,8,9,11,13,21,49,75,80,82,84,95,96,97,113,121,124],dimension:[2,8,21,92,95,97,122,124],dimenst:121,dimes:8,dios_arch:116,dios_enable_bitcod:116,dios_platform:116,dios_use_veclib_for_bla:116,dir:[115,123,124],direct:[8,9,15,47,65,100,123],directli:[1,2,9,20,23,26,32,39,41,46,54,66,71,81,84,88,104,106],director:96,directori:[1,8,32,35,40,44,45,82,86,87,93,97,98,101,103,104,106,107,111,115,116,117,120,123,124],diretcoti:123,dis_conf:122,dis_train:122,dis_training_machin:122,disabl:2,disadvantag:[65,69],discard:[13,33,37,62,111],discount:8,discov:33,discoveri:105,discrep:101,discret:8,discrim:49,discrimin:122,discriminator_train:122,discuss:[29,31,37,38,39,71,82],disk:[57,93,106],dispatch:[66,71,103,104,111],displai:[41,45,94],dist:[78,86],dist_train:[29,41],distanc:[7,8],distibut:121,distinguish:[32,104,122],distribut:[8,20,31,37,38,39,40,42,47,64,73,74,75,85,89,99,104,106,108,109,119,122,124],distribute_test:[110,111],distributedli:95,disucss:29,div:21,divid:[8,10,42,81,85,100,110],diy_beam_search_prob_so:[110,111],django:98,dnn:86,dns:105,do_forward_backward:70,doc:[4,13,51,61,84,96,97,98,103],doc_cn:98,dockefil:93,docker:[78,86,88,94,98,103,105,108,109,119],docker_build:29,docker_clust:[104,107],docker_push:29,dockerfil:[93,115,117],dockerhub:87,document:[2,4,8,9,30,44,47,50,61,62,71,75,86,93,94,96,97,99,103,113,116,124],documentari:2,doe:[2,4,9,33,37,38,40,41,43,46,51,61,66,69,71,73,75,76,77,89,93,95,96,97,101,102,124],doesn:[6,8,13,29,31,70,74,87,93,94,100,101,106,115,116],dog:123,doing:[36,40,50,71,101],domain:105,don:[9,29,32,48,50,70,86,87,93,94,96,98,105],done:[7,8,9,32,33,37,38,53,57,65,71,72,76,77,94,100,101,105,122],dot:[8,9,96,111,123],dot_period:[111,113,122],dotmuloper:8,dotmulproject:8,doubl:[2,46,50,71,83,86,96,111],down:[101,124],download:[14,32,33,36,40,44,86,87,89,103,116,119,122,124],dozen:32,draw:62,drive:79,driver:[87,103],drop:[2,8,9,21,62],drop_rat:6,dropout:[6,9,95,124],dropout_prob:21,dropout_r:8,drpi_arm_neon:117,drpi_toolchain:117,drwxr:106,dst:38,dtoh:101,dtype:[4,18,21,51,69,102,123],due:[37,40,49,62,69,100],dummi:[28,37],dump:57,duplic:[21,73],durat:[37,101],dure:[1,2,8,9,21,26,31,33,37,40,41,42,47,64,65,75,95,96,105,110,111,119,124],durn:2,duse_eigen_for_bla:115,dwith_c_api:[59,115,116,117],dwith_gpu:[86,117],dwith_profil:101,dwith_python:[59,117],dwith_swig_pi:[59,115,116,117],dwith_test:[86,96,116],dwith_tim:101,dynam:[1,2,38,59,61,70,86,101,111],dynamic_cast:95,dynamic_recurrent_op:84,e2e:119,each:[1,2,4,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,60,61,62,64,66,68,69,70,71,73,75,76,79,80,81,82,83,84,92,95,100,103,104,105,111,113,119,121,123,124],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:[46,94,96],eas:[13,53,96,123],easi:[30,62,65,70,75,77,94,95,104,124],easier:[29,46,47,70,73,84,93,94,95],easili:[29,49,64,70,76,79,82],echo:87,edg:[15,74],edit:[7,87,93,105],editor:[69,93],edu:[14,105,106],eeoi3ezpr86c:105,effect:[2,8,28,86,105,111,116],effici:[1,2,8,57,70,71,82,92,93,95],effort:71,efg:8,efs:105,efs_dns_nam:105,efsvol:105,eigen:[46,60,65,75,77,82,96,115,116],eigen_device_:82,eigen_test:97,eigen_use_gpu:96,eigenmatrix:97,eigenscalar:97,eigentensor:97,eigenvector:97,either:[8,9,13,21,28,29,49,52,53,61,65,71,77,88,101,116,124],elb:105,elbapis:105,elec:124,electron:[106,124],elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,21,28,30,37,51,62,73,74,75,96,97,124],element_typ:38,elementari:75,elementwis:21,elif:[29,81],els:[29,36,41,47,49,52,53,54,71,73,79,81,86,87,93,95,96,123,124],emac:93,email:94,emailweixu:32,emb1:36,emb2:36,emb:[106,124],embed:[29,31,36,53,62,73,80,84,92,103],embedding_lay:[36,124],embedding_nam:[8,92],embedding_s:[8,92],emphas:101,empir:8,emplace_back:95,emploi:[81,92],empti:[7,13,33,62,96],emul:46,enabl:[2,6,8,31,32,37,51,73,93,94,101,103,105,111,116],enable_grad_shar:[110,111],enable_parallel_vector:111,enableonstart:25,enc_proj:[9,92],enc_seq:9,enc_vec:92,encapsul:[38,74],encod:[9,37,62,92],encoded_proj:[9,92],encoded_sequ:[9,92],encoded_vector:92,encoder_ctx:62,encoder_ctx_expand:62,encoder_ctx_proj:62,encoder_dim:62,encoder_last:8,encoder_out_seq:62,encoder_s:92,encount:36,encourag:[43,71],encrypt:105,encrypt_decrypt:105,end2end:119,end:[2,7,8,28,31,51,62,66,70,79,89,92,93,94,111,121],end_pass:29,end_po:8,endforwardbackward:28,endian:57,endif:60,enditer:[28,29],endpass:[28,29],endpoint:[13,35,105],endtrain:29,enforc:116,engin:[41,56,101],english:[2,8,98],enjoi:87,enough:[31,54,60,93],enqueu:73,ensembl:9,ensur:[2,33,64,79,87,89,93,95,116],enter:[31,43],enterpris:75,entir:[8,9,38,40,96],entiti:[7,31,79],entranc:43,entri:[13,37,41,53,93,94,95,105,115],entropi:[8,69,124],entry_point:41,enueu:73,enumer:[5,60,124],env:[98,100,105],environ:[29,74,86,89,93,94,100,101,103,105,106,110,111,116,122],environmenterror:103,eos_id:[8,92],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,84,96,111],equat:[7,8,9,10,21,96],equilibrium:122,equip:92,equival:[29,31,47,52,81,119],error:[6,7,8,9,21,29,30,37,45,46,47,79,95,96,104,105,111,123,124],error_clipping_threshold:6,especi:[2,8,9,56,93],essenc:29,essenti:[8,29,43,46,97],estim:[8,29,65,73],eta:106,etc:[7,13,21,31,42,64,65,70,71,79,86,103,105,110,113,119],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:105,euclidean:8,eval:[7,18,31,42,49,74,75,124],eval_program:[18,42],eval_result:42,evalu:[1,8,16,27,28,40,51,68,71,74,101,102,124],evaluate_difficult:7,even:[29,46,47,64,69,70,93,94,101,111,116],evenli:[38,105],event:106,event_handl:[28,29],eventu:[71,84],everi:[1,2,7,8,9,13,18,29,33,37,38,40,42,50,51,53,60,61,64,69,73,79,81,83,92,94,95,96,97,102,103,107,111,124],everyon:94,everyth:[49,71,73,115],everywher:93,evid:66,evolv:47,exactli:[2,8,9,105],exampl:[1,2,7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,60,61,62,66,67,69,70,73,75,76,77,80,82,83,84,92,93,94,95,96,97,100,101,102,103,105,106,110,111,113,117,123,124],exceed:8,except:[2,8,14,40,47,50,84,113,121],exchang:66,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:102,exec:111,execut:[32,33,37,41,42,43,49,51,64,74,76,93,95,100,101,105],executioncontext:[96,97],executor:[16,18,42,46,47,49,63,67,83,100,102],exist:[29,31,33,45,47,62,69,70,74,76,81,82,84,89,93,95,97,105,111,116],exit:[38,45,106,111],exp:21,expand:[21,62,87,95],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,83,101],expect_kernel_typ:83,experi:[57,113],experienc:94,expert:32,expir:33,explain:[2,7,21,33,47,48,50,94,100,103,122],explan:[8,30,41,71,79,124],explicit:[84,95],explicitli:[2,29,43,71,74,96,97,116],explor:[8,62,77],expon:8,exponenti:5,expos:[39,57,82,84,105],express:[29,42,51,73,96,105],extend:[7,65,73,84],extens:[40,62,73,96,115],extent:59,extern:[2,32,56,58,59,75],external_librari:32,extingrad_:56,extinval_:56,extoutgrad_:56,extoutval_:56,extra:[6,8,9,71,77,82,119],extra_lay:28,extraattr:[6,113],extraattribut:8,extraattributenon:8,extract:[7,8,47,66,71,96,105],extract_fea_c:123,extract_fea_pi:123,extract_para:121,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,47,101],extremli:1,f120da72:106,f7e3:105,fa0wx:106,fabric:103,face:[32,77],fact:[47,64,67,69,123],factor:[6,10,21],factor_s:8,factori:58,fail:[2,33,37,62,74,96,106,111,113],failur:[33,38,96],fake:[49,122],fake_imag:70,faked_imag:49,fall:[46,68],falloc:44,fals:[2,6,7,8,9,10,13,21,22,23,30,31,47,52,54,55,61,67,68,70,80,85,90,92,95,96,103,106,111,113,121,124],false_block:[31,52,67],false_label:70,false_neg:42,false_posit:42,false_read:70,familiar:2,fan_in:20,fan_out:20,fanscin:2,fantast:124,far:84,fascinatingli:1,fashion:71,fast:[8,37,47,101],faster:[8,9,26,33,47,87,92,101],fastest:47,fastli:94,fat:116,fault:[28,37,75,86],favorit:93,fbd1f2bb71f4:106,fc1:[51,74,95,113],fc1_bia:51,fc1_weight:51,fc2:[51,74,113],fc3:[51,113],fc4:113,fc8a365:105,fc8a:105,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[69,81,95,113,124],fc_layer_nam:9,fc_mat:28,fc_op:81,fc_out:31,fc_output:81,fc_param_attr:9,fc_without_b:31,fclayer:95,fcop:48,fea:123,fea_output:123,feasibl:65,featur:[2,5,8,13,14,46,51,64,71,94,111,124],feed:[9,28,29,50,61,71,74,77,102],feed_dict:[49,74],feed_list:102,feeder:[13,102],feedforward:20,feel:94,festiv:2,fetch:[14,33,36,68,71,92,95,102],fetch_list:102,fetch_op:68,few:[2,32,33,65,70,71,80,93],fewer:[8,21,69],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,57,68,76,80,81,101,105],fifth:50,figur:[29,32,47,49,56,61,69,71,73,92,95,101,121,122,123],file:[1,2,4,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,57,59,70,71,75,82,85,87,89,90,92,93,94,95,96,97,102,103,104,107,111,115,116,117,119,121,123],file_list:2,file_nam:[2,123,124],file_typ:13,filenam:[2,15,35,69,100],fileoffset:44,filesystem:[40,41,44,71,105],fill:[8,33,37,47,60,69,105,124],fill_zero_grad:75,filter:[8,9,21,123],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,62,79,86,89,101,107,115,116],find_var:30,findop:31,findvar:[31,79],fine:[6,37,48],fingerprint:105,finish:[2,33,37,40,41,43,64,81,86,103,104,105,106],finit:95,finnal:87,first:[2,8,21,28,29,31,33,37,40,41,43,45,47,49,50,51,61,62,67,68,69,71,75,80,81,82,84,86,92,93,94,95,96,97,101,105,111,113,119,121,122,123,124],first_seq:92,firstli:[7,8],firstn:13,firstseen:106,fit:[1,14,46,54,57,62,75],five:[67,101,124],fix:[2,6,8,58,71,94,100],flag:[8,14,21,55,56,94,96,98,111,122],flatten0:51,flatten:[51,67,69,97],flexibl:[1,8,9,29,38,47,50,54,61,62,65,70,71,82,84,92],flip:15,flist:103,float16_t:46,float32:[4,13,21,46,48,49,69,70,96,102,122,123],float_16:21,float_to_half_rn:46,floor:8,flow:[21,31,61,78],fluid:[0,18,20,21,22,23,25,26,43,60,82,83,100],fly:124,fnt03:105,focu:[2,51,100,101],focus:96,folder:[32,35,41,45,105],follow:[1,2,7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,43,46,47,48,49,50,51,52,53,60,61,62,64,65,67,68,69,70,71,73,75,76,77,79,80,81,82,83,84,86,87,89,90,92,93,94,95,96,97,98,100,101,102,105,106,107,108,109,113,115,116,117,119,121,122,123,124],fool:122,forbid:29,forc:[64,69,83],force_cpu:54,force_cudnn:54,force_load:58,forest:31,forget:[10,21,29],forget_bia:21,fork:[8,94],form:[1,2,8,9,42,89,101],formalis:83,format:[1,2,7,13,14,15,21,25,28,30,37,46,47,60,62,84,90,94,95,96,97,103,105,111,121],former:[29,32,47,65],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,55,56,57,63,66,67,70,75,76,77,80,92,95,113,122],forward_op:30,forwardactiv:95,forwardbackward:28,forwardtest:4,found:[2,4,46,67,77,79,92,103,117,122,124],four:[2,7,42,47,50,60,121,123,124],foward:68,fp16:[46,75,85],fp32:[60,75,83,85],fp64:[60,85],fpga:[60,74,102],fpgadevicecontext:82,fpgaengin:56,fpgaplac:[60,82],frac:21,frame:[7,43,75,84],framework:[29,31,42,46,47,51,60,64,65,67,75,77,79,81,82,94,95,96,100,102,103,116,123,124],free:[14,82,94,119],frequenc:[14,101,121,124],frequent:[37,70,75,77,82,104,115,116],fresh:[40,74],friend:79,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,54,61,62,63,64,66,67,69,70,71,73,74,75,76,79,82,83,84,87,89,92,93,94,95,96,97,100,101,103,105,106,111,113,115,116,119,121,122,123,124],from_no_sequ:8,from_sequ:8,from_tar:28,fromfil:[70,123],front:51,fuction:25,fulfil:101,full:[8,33,40,61,64,65,92,95,119],full_matrix_project:[9,92],fulli:[21,71,73,95,101,119,122,123,124],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,69,121],fullyconnectedlay:95,func:[13,37,76],funciton:[9,21],functor:[48,51],fundament:[46,73,75],further:[8,81,119],furthermor:74,futur:[8,40,46,61,71,75,115,120],fvs:81,fwd_op:76,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:[55,56],g_data_transformation_:83,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:69,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,game:122,gamma:123,gan:29,gan_train:122,gangliao:32,gap:111,gate:[8,9],gate_act:[8,9],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:55,gather:[8,64,66,95,96],gauss:6,gaussian:[20,122],gaussian_normal_random:49,gcc:[46,58,75,86,93,100,115,117],gcc_3:89,gcreators_:81,gemm:55,gen:8,gen_conf:122,gen_train:122,gen_training_machin:122,gender:14,gendrated_id:62,gener:[1,2,4,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,60,64,65,67,68,69,70,71,73,75,76,80,81,82,84,94,96,101,105,107,111,113,115,117,121,123,124],generated_id:62,generated_scor:62,generated_word_embed:8,generatedinput:[8,92],generator_conf:122,generator_machin:122,generator_train:122,genert:2,gereat:7,get:[2,7,8,13,14,21,28,30,31,32,33,37,38,40,41,44,47,49,51,54,55,56,60,61,62,69,74,75,76,79,81,82,83,84,86,87,89,92,94,95,96,100,101,103,104,105,107,114,123,124],get_all_op_proto:81,get_block:69,get_cloud_job:74,get_config_arg:[113,124],get_data:[106,124],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:95,get_mnist_data:122,get_model:123,get_movie_title_dict:14,get_nois:122,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_shap:28,get_support:89,get_symbol:51,get_tensor:30,get_training_loss:122,get_vari:31,get_word_dict:14,getactualkerneltyp:[54,83],getbatchs:95,geteigendevic:97,getenv:[29,41,103],getexpectedkerneltyp:[54,83],getinfervartyp:53,getinput:95,getinputgrad:95,getinputvalu:95,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:95,getoutputvalu:95,getparam:36,getparameterconfig:36,getparameterptr:95,getparameterspars:36,getparametersremot:36,getplac:[82,96,97],getsiz:95,getslotvalu:122,gettask:37,gettempl:105,gettranspos:95,getw:95,getweight:95,getwgrad:95,gist:9,git:[78,86,93,94,98,115,117],github:[9,32,49,60,86,93,94,98,100,102,115,117,123],give:[2,33,61,69,75,93,94,95,101,105,124],given:[2,8,13,21,28,38,40,47,48,49,62,70,73,74,77,84,95,111,122,124],glibc:[89,115,117],glibc_2:89,glibcxx_3:89,glide:32,global:[2,6,21,23,29,31,32,33,51,54,66,74,75,79,81,82,83,93,101,105,111],global_block:69,global_learning_r:6,global_pool:21,global_step:23,globalstat:101,globalstatinfo:101,globe:2,glog:94,glog_v:94,glog_vmodul:94,glorot10a:20,glorot:20,gnueabihf:117,go_librari:32,go_test:32,goal:[46,50,64,75,101],gob:37,godep:32,godoc:58,goe:[9,33,47,52,79,102],going:[48,65,100,103,119,124],golang:32,good:[47,49,65,70,77,100,101,119],googl:[29,75,94,100,103,115],googleapi:105,googlenet:56,got:[54,79],gpg2:105,gpg:105,gprotos_:81,gpu:[1,2,6,8,11,30,41,42,46,60,64,65,66,71,74,75,77,78,82,83,86,89,90,93,97,99,102,103,119,122,123],gpu_id:[111,113,122],gpu_per_train:[71,74],gpudevic:82,gpugpu_id:110,gpukernel:75,gpustarttimestamp:25,grab:33,grad:[30,38,56,80,111],grad_op_class:75,grad_op_maker_:76,grad_op_typ:[75,76],grad_op_type_:76,grad_share_block_num:[110,111],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,63,64,65,66,72,75,80,96,100,103,111,124],gradient_clipping_threshold:[6,124],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,59],gradientmachin:[4,28,59,66,122],gradientmachine_:36,gradopdescmak:[53,76],gradopdescmakerbas:76,gradopmak:76,gradual:101,grai:15,grain:48,gram:121,grandient:28,grant:105,graph:[8,21,28,31,32,33,42,47,49,61,64,65,67,71,72,74,85,97,121],graphviz:123,grayscal:2,great:[73,119],greater:[8,65,103],greaterthan:81,green:49,grep:[87,107],gridsize3d:25,groudtruth:92,ground:[7,8,124],group:[9,21,22,37,51,82,119],group_input1:92,group_input2:92,group_input:92,grouplen:14,grow:94,grpc:119,gru:[8,62,92,124],gru_bias_attr:9,gru_decod:92,gru_decoder_with_attent:92,gru_encoder_decod:121,gru_layer_attr:9,gru_memori:9,gru_out:62,gru_param_attr:9,gru_siz:124,gru_step:[62,92],gru_step_lay:9,grumemori:[9,92],gserver:[8,55,56,95],gsizex:101,guarante:[69,95],guard:36,guest:[89,93],gui:[100,101],guid:[25,44,75,92,94,95,101,105,106,118,121],gzip:[13,37,106],h0_bn:49,h_prev:31,had:93,hadoop:[13,29],half:[46,105],half_to_float:46,hand:[75,82,97,103],handi:32,handl:[13,29,41,51,60,66,70,71,74,79,82,84,102],handler:[28,31],handwrit:2,happen:[37,81],hard:[47,62,71,73,84,93,105,124],hardwar:[47,82,93,101],has:[2,4,7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,57,60,62,64,67,71,73,74,75,80,81,82,83,92,93,94,95,96,101,102,105,106,116,119,121,124],has_kei:28,has_selected_colum:8,hasdependentvar:68,hash:[60,64],hasn:47,have:[1,2,4,8,9,13,21,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,54,57,60,61,62,64,65,66,67,69,70,71,73,74,75,76,79,80,82,83,85,86,87,92,93,95,96,101,103,105,111,113,116,117,119,121,124],haven:[47,93],hdf:[1,13,35],head:[94,96,103,107,121],header:[38,57,59,75,82,95,115,116,117,121,123],headip:107,heard:93,heavi:104,height:[8,13,15,31,58,70,95,96],height_:80,held:33,hello:29,help:[2,4,8,21,31,45,47,51,62,70,75,84,93,94,100,104],helper:[8,21,71,76,84,95],henc:[65,69,71,76,77,79],here:[2,4,6,7,8,9,13,21,29,32,33,39,43,45,47,50,51,60,61,70,77,81,86,87,89,92,94,96,98,103,104,105,106,110,113,116,117,119,121,123,124],heterogen:[71,73],heurist:[8,62,73,111],hidden:[8,9,21,63,71,92,105,124],hidden_out:31,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierarch:[8,67,69,75,92],hierarchi:75,high:[6,20,46,64,82,95,103,119,122],higher:[1,48,61,84,94],highest:[13,31],highli:[1,2,14,84,92,113],him:29,hint:[54,73,100],his:74,histor:48,histori:10,hl_get_sync_flag:95,hold:[29,33,37,39,46,49,51,53,74,79,81,82,83,97,105],holder_:[82,97],home:[35,45,71,74,87,100,105,106,107],honor:37,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,123],host:[32,41,105,106,115,116,117],host_c:[115,116,117],hostfil:107,hostnam:105,hostpath:106,hostport:105,hour:93,hourli:94,hous:[2,14,90,121],how:[1,2,6,8,21,29,31,33,37,43,45,47,48,51,54,61,62,66,71,77,81,83,92,93,100,103,105,106,111,114,117,123,124],howev:[2,8,9,30,40,43,47,60,65,66,69,70,71,76,77,80,81,82,83,92,105,110,111],howto:103,hpp:[46,58],html:[14,20],htod:101,http:[8,9,13,14,20,32,41,49,86,87,93,94,98,100,102,105,106,115,117,119,122,123],huber:8,huge:65,human:[8,20],hwc:15,hyper:[8,49,95],hyperparamet:[8,77],hyperplan:13,i1117:101,i386:116,iOS:[117,118],iamfullaccess:105,iamusersshkei:105,icc:47,ics:14,id_input:7,id_rsa:107,idea:[32,47,65,70,77,100],ideal:[71,83],ident:[8,76,96,105],identifi:[8,52,60,95],identityoffsetproject:8,identityproject:8,ids:[7,8,21,62,95,124],idx:[37,49,95],ies:45,ifdef:60,ifels:[31,67],ifelseop:67,ignor:[2,8,21,111,121],illustr:[2,7,33,38,48,61,71,74,92,95,101,124],ilsvrc:123,im_siz:49,imag:[2,11,12,13,14,21,22,29,47,49,50,62,63,67,70,74,86,93,94,105,108,109,113,119,122,123],image_a:70,image_b:70,image_fil:70,image_h:21,image_lay:70,image_list_provid:123,image_nam:29,image_path:70,image_reader_cr:70,image_s:123,image_w:21,imagenet:[8,20,35],imagepullpolici:105,imageri:8,images_reader_cr:70,imagin:50,img2label:15,img:[2,8,9,71],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:101,imgsizei:101,imgsizex:101,imikolov:103,immedi:[65,77,86,105],immutable_paramet:29,impel:82,imperfect:75,implement:[2,8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,58,59,60,62,66,68,71,73,79,81,82,83,84,92,124],implemet:36,impli:32,implicit:74,imposs:[62,119],impractic:83,improv:[8,72,73,75,100,101,105],in_fals:21,in_plac:21,in_tru:21,inarg:36,inbound:105,includ:[1,2,7,8,9,14,15,21,23,29,31,32,38,41,46,47,49,51,58,59,61,62,67,69,75,81,86,89,92,93,95,96,100,101,103,105,106,111,115,116,117,121,124],inclus:62,incom:54,incorpor:8,incorrect:8,increas:[33,37,46,103,111],increment:[42,50,111],incupd:95,inde:13,independ:[8,30,38,72,74,79,82,119,124],index:[2,7,8,11,13,14,21,28,30,31,33,37,67,69,84,105],indexslot:8,indic:[2,7,8,21,31,38,43,49,61,67,76,80,82,84,104,105,115],indice_map:84,indices_map:84,individu:[33,64,105],industri:[33,57,119],ineffici:[66,83],infer:[0,15,21,29,31,33,42,47,52,53,54,55,58,60,68,69,74,75,80,83,90,116,117],infer_shap:69,infer_var_type_:53,inferenc:116,inferfac:53,inferior:40,infernec:117,infershap:[31,69,75,96,97],infershapecontext:[96,97],infervartypefn:53,info:[7,8,14,46,61,95,104,119],infom:8,inform:[4,8,14,21,28,31,41,45,51,54,57,61,64,69,71,77,79,80,94,95,96,97,100,101,105,111,115],infrastructur:[47,105,122],ingor:111,ingrad_:56,inherit:[31,63,75,82,96],ininst:29,init:[6,20,28,31,49,56,61,62,71,72,90,95,103,105,113,122,124],init_attr:69,init_from_tar:28,init_hook:124,init_model_path:[110,111,113,121,124],initi:[2,4,6,8,9,14,16,21,28,32,37,42,50,61,64,65,69,71,72,73,77,81,84,90,92,95,96,102,111,121,122,124],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:69,initpaddl:[4,122],initrd:119,inlcud:9,inlin:[82,97,105],inner:[8,95],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:97,input1:[8,9,97],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,54,56,60,61,62,65,66,68,69,70,71,72,73,74,75,76,79,81,82,83,84,90,92,94,95,96,97,102,107,113,121,122,123,124],input_conf:8,input_data:95,input_data_target:95,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:95,input_id:8,input_imag:9,input_index:95,input_label:95,input_lay:95,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:84,input_seq:8,input_sequence_data:95,input_sequence_label:95,input_sparse_float_value_data:95,input_sparse_non_value_data:95,input_t:95,input_to_check:30,input_typ:124,input_valu:30,input_var:[30,69],inputbuff:36,inputdef:95,inputgradi:76,inputlayers_:95,inputs_to_check:30,inputtyp:[2,13],insert:[64,68,75,76,94],insid:[7,9,33,42,54,66,70,71,73,75,76,87,105],inspir:121,instal:[8,41,56,78,86,87,93,94,98,100,103,106,123],install_android:115,instanc:[8,30,31,33,35,39,43,52,61,62,65,69,71,72,75,76,92,95,97,101,111],instance_ip:105,instanti:[33,43,102],instead:[8,9,11,13,32,36,41,46,47,50,51,71,93,94,124],instrins:46,instruct:[31,50,87,93,101,115,124],int16:85,int32:[60,67,84,85,111],int64:[21,44,60,80,83,85],int8:60,integ:[2,7,8,13,21,37,41,46,58,62,95,124],integer_valu:[2,13,124],integer_value_sequ:[2,13,62,92,124],integr:[7,86,119],intel:[47,60,82],intellig:20,inteloptimizedpaddl:56,intend:86,inter:[8,71],interact:[8,87,105],intercept:8,interchang:[50,75],interconnect:64,interest:[46,64,101],interestingli:47,interfac:[0,4,6,8,9,20,23,25,26,28,31,37,41,45,51,64,66,75,76,82,86,96,97,105,116,119],interg:124,intergr:8,intermedi:[45,49,63,71,93,115,117],intern:[8,9,20,23,28,46,100,103,104,105],internel:56,internet:[32,33,119],interpret:[2,7,43,47,86,101],interv:8,inth:97,intrins:[43,46,117],introduc:[2,8,15,31,33,49,55,57,77,79,81,96,100,103,106],introduct:[3,122],introductori:93,intuit:[40,75],inval_:56,invalid:[70,79],invent:47,invoc:[32,47,48,75],invok:[2,8,18,28,66,69,71,73,75,76,81,83,93,94,101,105],involv:[62,96,122],iob:7,ioe:7,ios:116,ios_arch:116,ios_deployment_target:116,ios_development_root:116,ios_enable_bitcod:116,ios_platform:116,ios_sdk_root:116,ios_use_veclib_for_bla:116,ipad:116,iphon:116,ips:105,ipt:[8,69,81,92],ipx:119,ipython:29,is_color:15,is_discriminator_train:122,is_gener:[121,122],is_generator_train:122,is_loc:28,is_predict:124,is_revers:21,is_seq:[8,92],is_spars:21,is_stat:6,is_target:68,is_tensor:81,is_test:[21,123],is_traget:68,is_train:[2,15],isn:101,isspars:95,issu:[32,49,74,87,89,93,94,101],istag:78,item:[8,13,28,40,46,70,90,119],iter:[8,9,10,13,28,29,33,47,65,70,71,84],iter_multiple_input_and_param:69,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,57,61,62,64,65,66,68,69,75,76,79,80,81,82,83,89,95,96,97,101,103,105,111,121,122,124],itself:[33,40,65,79],ivs:81,java:[31,58,67,75],jeremi:101,jian:20,job:[4,14,40,71,74,75,87,103,110,111,113,123,124],job_dispatch_packag:104,job_id:14,job_mod:121,job_nam:[41,105],job_namespac:105,job_path:105,job_workspac:104,jobpath:105,jobport0:105,jobport1:105,jobport2:105,jobport3:105,jobserv:41,join:33,joint:121,jointli:9,journei:87,jpg:[15,123],json:[51,105,106],jth:9,judg:8,juditski:65,jupyt:[41,87],just:[2,5,7,8,9,14,21,32,37,38,47,49,53,65,66,69,70,71,75,76,77,79,80,86,89,93,94,104,105,113,115,121],jx4xr:105,jypyt:29,k8s:119,k8s_data:105,k8s_job:29,k8s_token:29,k8s_train:105,k8s_user:29,kafka:35,kaim:20,kaimingh:123,kebilinearinterpbw:101,kebilinearinterpfw:101,keep:[2,8,13,15,20,33,47,50,62,65,69,79,81,86,94,119],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,54,75,76,81,84,93,94,96,101],kept:[8,69],kera:77,kernel:[8,30,46,47,54,56,65,77,80,82,83,96,97,101,124],kernel_hint:54,kerneltyp:[54,83],kerneltypepair:83,key1:111,key2:111,key_pair_nam:105,keyid:105,keymetadata:105,keypair:105,keyserv:105,keystat:105,keyusag:105,keyword:[2,69],kforcecpu:54,kill:[33,105],kind:[1,2,29,30,33,39,50,54,63,64,82,83,85,87,105,106,122,124],kms:105,knchw8c:60,knchw:60,knhwc:60,know:[2,29,37,57,94,95,100,101,103,105,115],known:[21,31,47,48,61,122],kriz:14,kselectedrow:80,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:105,kubectl:[104,106,107],kuberent:[33,105],kubernet:[29,33,75,103,108,109,119],kubernetes_service_host:29,kusecudnn:54,kusemkldnn:54,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,69,81,124],kwd:25,l1_rate:6,l1_regularization_op:77,l2_rate:6,l2_regularization_op:77,l2_sim:8,l2regular:124,l93:36,label:[2,4,7,8,13,14,15,21,28,42,47,49,50,51,63,67,70,71,73,74,83,102,106,122,123,124],label_dim:[8,124],label_fil:70,label_lay:70,label_path:70,lag:111,lake:2,lambdacost:8,lambdarank:8,lan:103,languag:[8,14,50,75,79,113,121],larg:[11,14,57,65,71,73,94],larger:[2,6,7,8],larger_than:[31,52,67],last:[7,8,9,21,47,61,67,92,111,124],last_seq:62,last_time_step_output:8,lastseen:106,latenc:[8,46,71,104,105],latent:8,later:[32,47,75,77,82,86,89,96,97,105,120,124],latest:[8,31,32,33,40,86,87,89,98,106,116],latter:[65,84,100],launch:[105,111],launcher:29,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,63,65,67,70,71,73,75,77,81,82,84,90,92,99,102,110,111,121,122,123,124],layer_0:95,layer_attr:[8,92,113],layer_help:54,layer_num:[113,123],layer_s:8,layer_typ:[8,55,56],layerbas:95,layerconfig:95,layergradutil:95,layerhelp:[21,54,69],layermap:95,layeroutout:8,layeroutput:9,layout:[15,83],layout_:[54,60,83],layouttyp:[54,83],lazi:[65,77],lbl:7,lead:[60,101],leaki:49,learing_r:63,learn:[6,7,8,9,10,14,29,38,40,43,49,50,56,62,64,65,70,71,73,74,75,77,82,87,92,93,95,96,98,101,116,120,123,124],learnabl:28,learning_method:[121,124],learning_r:[6,23,38,71,102,121,124],leas:33,least:[7,21,33,89,115],leav:[2,31,105],lecun:14,left:[8,31,97,116,123],left_cmd:13,left_right_flip:15,legaci:87,legal:81,len:[2,8,21,38,44,47,69,90,95,124],length:[8,9,13,14,15,21,38,46,55,57,61,62,75,84,92,106,111],less:[8,21,29,119],less_than:29,let02:106,let:[4,7,8,29,31,40,48,50,54,60,61,62,63,76,82,83,96,100,105],level:[6,8,20,21,46,48,51,57,61,62,82,84,85,94,104,111,115,122],lgtest:32,lgtest_main:32,lib64:[87,111],lib:[59,86,87,100,103,115,116,117],libapi:32,libari:59,libc:89,libcuda:87,libgcc_:89,libgoogl:100,libiomp5:56,libmkldnn:56,libmklml_intel:56,libnvidia:87,libpaddl:[58,59,75,100],libpaddle_capi:59,libpaddle_gserv:59,libpaddle_math:59,libpython2:86,librari:[8,32,39,56,59,64,71,83,86,89,96,103,111,116,117],library_:60,librarydevicecontext:60,libstdc:89,licens:[56,64],life:33,lifecycl:119,lifetim:[79,89],lightweight:48,like:[2,7,8,13,14,21,31,32,33,36,41,43,47,48,49,50,51,53,60,64,65,69,70,75,76,77,79,80,83,84,86,89,92,93,94,100,101,102,103,105,110,113,115,116,117,119,121,123,124],limit:[8,13,21,47,57,62,75,77,101,111],linaro:117,line:[1,2,4,7,13,25,32,36,41,45,50,65,67,69,75,77,93,94,99,100,101,104,105,113,121,123],line_break:13,linear:[8,21,62,90],lineno:100,link1:46,link2:46,link:[8,9,32,44,45,79,89,96,105,119,124],linux:[13,44,87,89,93,94,103,105,117],linux_x86_64:[78,89],lipeng:121,lipo:116,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,60,63,66,69,74,76,79,84,90,92,93,95,96,100,103,105,111,113,117,123,124],listdir:103,listen:[33,103,111],littl:[1,2,38,47,54,57,111,124],live:[96,102],load:[1,2,4,15,29,33,49,64,69,71,86,96,105,111,123],load_and_transform:15,load_featur:123,load_feature_c:123,load_feature_pi:123,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[110,111,113,121],load_mnist:49,load_uniform_data:122,loadparamet:4,loadsave_parameters_in_pserv:[36,110,111],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,61,67,69,75,86,87,93,94,100,104,106,110,111],local_scop:30,localhost:[87,98],localpath:45,locat:[8,28,32,47,60,84,92,95,103,117,124],lock:[32,33,37,38,73],lod:[21,57,61,80,84,85],lod_desc:[80,85],lod_expand:62,lod_level:[21,69,80,85],lod_tensor:[21,61,80,85],lod_tensor_arrai:21,lodtensor:[21,53,57,75,85],lodtensorarrai:21,lodtensordesc:[57,80],log:[2,37,45,49,71,89,95,103,104,105,106,107,111,117],log_barrier_abstract:111,log_barrier_lowest_nod:[110,111],log_barrier_show_log:[110,111],log_clip:[110,111],log_error_clip:[110,111],log_period:[106,111,113,122,124],log_period_serv:[110,111],logarithm:5,logger:2,logic:[2,40,49,53,63,64,66,71,73,79,84,96],login:[89,107],logit:[49,83],longer:[33,71],look:[2,7,31,41,47,50,65,69,76,77,102,103,105,106,110,122,124],lookahead:8,lookup:[21,53,62,102,124],loop:[30,31,47,70,79],loop_var:84,loss:[8,23,49,51,63,65,77,95,122,124],lot:[60,62,65,69,71,77,103,110,119],low:[8,20,63,64,82,84],low_rnn:61,lower:[8,46,61,62,94,104],lower_level_rnn:61,lowest:111,lpaddle_capi_shar:59,lpaddle_capi_whol:59,lrelu:49,lstm:[8,21,92,106,124],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:124,lstm_step:9,lstm_unit_op:21,lstmemori:[9,92],lstmemory_group:8,lstmlayer:55,ltr:8,mac:[59,93,94,115],machin:[9,14,28,47,49,56,64,65,71,73,77,86,89,93,95,105,106,107,110,111,113,117,119,124],machine_transl:92,maco:[89,90,93,116],macro:[48,60,76,96],made:[2,33,38,47,92],mai:[2,8,9,30,31,42,46,54,64,70,71,73,74,75,79,83,86,87,97,98,101,103,105,117],main:[2,4,21,47,51,64,67,75,89,100,103,105],main_program:[18,21,42],mainli:[39,60,82,86,96,111],mainlin:89,maintain:[8,31,37,65,69,75,105,120],majel:32,major:[46,71,83,115,122,123],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,61,62,65,66,69,70,71,72,75,77,82,84,86,93,94,95,96,100,101,103,105,115,116,117,119,124],make_ddim:97,make_function_oper:48,make_vari:81,maker:[75,76],malloc:[82,95],man:44,manag:[23,28,33,38,39,45,71,79,82,89,98],mandarin:8,mandatori:116,mani:[9,15,32,37,47,49,54,62,66,69,75,76,79,80,81,83,84,93,111,124],manili:51,manipul:[47,69,76,104,116],manner:[8,65,77],manual:[63,65,71,76,104,115,116,119],manufactur:47,manylinux1:89,manylinux1_x86_64:[78,89],map:[2,7,8,13,28,29,31,37,60,69,76,79,81,82,83,84,93,111,119,123],map_fn:84,map_read:13,mapper:13,mapreduc:[29,103],mark:[2,49,50,61,62,73,79,92,100,119],market:46,mask:[6,8,21],master:[29,40,75,78,111,117],mastermind:32,mat:[58,59],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:[8,21,32,46,89,101],matchbox:119,math:[9,56,58,75,94,95,96,101],mathemat:77,matirx:8,matmul:[31,51,61,84,96],matric:[4,92,95],matrix:[7,8,9,13,21,28,36,58,59,95,96,110,113,116,123],matrixptr:95,matrixtyp:59,matter:2,mattyp:36,matur:103,max:[2,6,8,13,14,21,22,30,69,72,101,111,113,124],max_diff:30,max_id:[8,28,124],max_job_id:14,max_length:[8,62,92],max_movie_id:14,max_relative_error:[30,96],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:[7,124],maxid_evalu:7,maxid_lay:124,maxim:8,maximum:[7,8,14,31,38,92,96,101,111,124],maxinum:11,maxoutfunctor:82,maxpool:8,mayb:31,md5:[14,34],mean:[2,6,7,8,9,10,11,13,15,20,28,32,51,62,68,70,71,72,79,83,87,92,93,96,100,101,102,105,111,113,119,121,122,123,124],mean_meta:123,mean_meta_224:123,mean_valu:123,mean_var_nam:8,meant:84,measur:[42,101],mechan:[8,9,39,42,69,76,92,105],mem:[8,31,41,62],mem_per_p:74,mem_per_train:74,member:[8,14,29,50,51,60,66,69,79,96],memcpi:[66,101],memor:8,memori:[1,2,9,31,36,37,41,46,56,57,60,62,65,75,83,92,93,94,95,97,101,102,106,111,113,124],memory_boot:9,memory_nam:8,memory_test:93,memory_threshold_on_load_data:111,memoryalloc:82,mention:[21,32,37,47,61,64,65,71,73,93],mere:9,merg:[8,18,38,40,42,56,61,64,66,72,94,98,111,116,121],mergedict:121,messag:[31,43,47,50,57,67,68,69,75,76,80,85,94,106,111],meta:[123,124],metaclass:96,metadata:[44,105,106],metal:119,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,54,63,64,69,70,72,73,75,79,80,83,84,87,89,95,96,97,98,100,101,111,113,124],methodolog:65,metric:[18,42],microarchitectur:46,might:[8,31,32,47,67,73,93,94,95,100,105,115],mileag:101,million:[14,113],min:[6,8,69,72,101,105,113],min_block:31,min_count:73,min_desc:31,min_pool_s:2,min_word_freq:14,mind:100,mini:[2,8,13,18,21,28,31,33,42,43,47,52,61],mini_batch:70,minibatch:[8,21,31,42,50,52,67],minim:[2,23,31,47,49,63,73,75,102,111,115,116,117],minimum:[8,115,116],minimun:111,minsizerel:[115,116,117],minst:2,minu:76,minus_grad:76,minusgradop:76,minusop:76,minusopgradmak:76,minusopprotoandcheckermak:76,minut:[33,40,87,93,105],mirror:[32,87],mislead:38,miss:[49,111,121],mistak:47,mit:105,mix:[9,84,92],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:100,mkdir:[45,86,98,105,107],mkl:[47,75,82,83,86,87],mkl_packed_:55,mkldevicecontext:82,mkldnn:[8,56,60,83],mkldnn_:56,mkldnn_batch_norm:8,mkldnnactiv:56,mkldnnbase:56,mkldnnlayer:56,mkldnnmatrix:56,mkldnnplace:[82,83],mkldnnstream:56,mkldnntester:56,mklml:56,mklpack:55,mklpackedgatedrecurrentlay:55,mklpackedgemm:55,mklpackedlstmlay:55,mklpackedrecurrentlay:55,mlp:51,mlr:20,mnist:[2,4,35,49,50,67,70,71,74,75,100],mnist_provid:2,mnist_random_image_batch_read:70,mnist_train:[2,70],mnist_train_batch_read:70,mobil:[46,47,75,98,114],mod:103,mode:[8,25,28,46,55,64,94,111,122,123],model:[0,1,4,8,9,14,28,31,33,34,42,50,55,63,64,65,71,73,74,75,77,83,84,90,94,95,98,99,103,105,111,120],model_config:[4,122],model_list:[111,113],model_path:113,model_zoo:[121,123],modif:88,modifi:[4,8,46,51,71,77,92,95,96,103,104,105],modul:[1,2,4,9,14,28,48,49,62,71,84,96,100,123,124],modular:62,modulo:8,moment:[23,100],momentum:[6,21,23,79,124],momentumop:100,mon:106,monitor:124,mono:8,month:[32,124],more:[1,2,4,7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,54,60,61,62,63,69,70,71,73,75,77,84,86,87,90,92,93,95,96,97,98,100,101,102,103,106,113,117,119,124],most:[2,4,8,13,21,28,29,32,40,50,51,60,62,65,70,71,77,82,83,89,92,95,100,101,102,110,119],mostli:[46,119],motiv:75,mount:[41,87,103,105,106],mountpath:[105,106],move:[8,33,37,45,47,65,87,101,105,119],movement:101,movi:[2,14],movidiu:47,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[64,107],mpirun:107,mse:[47,50,63,67],msra:20,much:[8,33,47,63,70,77,84,101],mul:[48,69,74,95,96],mul_grad:96,mul_op:[21,96],mul_ratio:8,mul_result:69,mulgradkernel:96,mulkernel:96,mulop:[48,96],mulopgrad:96,mulopmak:96,multi:[8,42,64,66,95,100,104,110,111,119,123],multi_binary_label_cross_entropi:8,multi_crop:123,multigradientmachin:66,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,54,64,71,73,74,75,83,85,92,95,96,100,103,105,111,113,122,124],multiple_input:69,multiple_param_attr:69,multipli:[7,8,95],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,21,38,57,60,68,69,70,75,81,92,95,96,97,103,105,111,113,115,117],mutabl:[82,97],mutable_data:[82,96,97],mutuable_data:[82,97],mxnet:[31,47],my_cluster_nam:105,my_external_dns_nam:105,my_lib:103,mypaddl:106,name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,57,59,62,67,69,74,75,78,80,81,84,85,87,89,90,92,93,95,96,101,102,103,106,108,109,111,113,116,119,121,122,123,124],name_prefix:35,namespac:[31,52,58,69,95,96,106],nativ:[8,46,94],natur:[37,40,62,73,84,113],navig:98,ncall:100,nccl1:64,nccl2:64,ncclinit:64,nchw8:83,nchw8c:83,nchw:[8,21,56,60],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:115,nearest:[46,124],nearli:30,necess:84,necessari:[2,8,31,38,40,42,57,62,66,69,81,84,95,107,124],necessarili:95,neck:64,need:[2,7,8,9,13,20,21,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,54,60,62,63,64,65,66,68,69,71,73,74,75,76,77,79,80,81,82,84,86,87,88,89,90,92,95,96,97,98,103,105,106,110,111,113,115,116,117,119,122,123,124],neg:[2,7,8,124],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:64,neighbor:124,neon:[46,115,117],ner:7,nerual:21,nervana:47,nest:[2,8,13,31,67],net:[8,9,16,31,49,61,79],net_diagram:123,netop:[31,75],network:[1,2,4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,55,56,61,63,65,70,71,73,77,79,81,82,83,85,90,95,96,97,101,103,111,119,121],network_config:113,networkadministr:105,neural:[2,4,8,9,13,20,28,29,31,33,51,55,56,61,65,71,77,79,82,83,85,90,97,101,103,111,121,122,123],neuralnetwork:66,neuron:[4,21,95,124],never:[13,70,79,105,106],new_block_idx:69,new_stat:61,newblock:69,newer:115,newest:38,newli:[46,116,119],newop:31,newopdesc:69,newprogram:69,newremot:71,newvardesc:69,next:[8,14,33,39,62,64,84,92,95,96,100,101,105,106,111],nextlay:56,nfs4:105,nfs:105,nfsver:105,ngram:14,nic:[110,111],nil:37,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:95,no_cach:2,no_grad_set:[23,30,96],no_sequ:[2,8],node1ip:107,node2ip:107,node3ip:107,node:[8,32,40,51,62,64,71,73,74,75,85,93,95,103,104,105,106,107,111,119],node_0:105,node_1:105,node_2:105,node_id:103,nodeattr:51,nodeentri:51,nodefil:104,nodesep:51,nohup:103,nois:[8,33,49,103,122],noise_dim:122,noisi:[8,49],non:[8,21,33,46,47,80,95,96,105,111],none:[1,2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,61,62,63,67,69,74,81,84,92,102,123,124],nonlinear:[20,95],nor:93,norm:[9,49,60,122],norm_by_tim:8,normal:[2,4,8,9,14,20,65,92,95,103,106,111,121,122,123],normzal:123,notat:8,note:[2,4,6,8,9,11,15,18,28,29,31,36,37,41,57,64,70,75,82,83,86,87,96,97,98,101,103,105,111,113,116,121],notebook:[41,87],noteworthi:47,noth:[5,28,54,69,79,93,111],notic:[47,64,76,92,94,95],notif:94,notin:83,notingradi:96,notion:84,notori:30,now:[2,13,32,33,49,57,60,65,73,75,76,77,79,105,111,116,122],np_arrai:13,nproc:93,nullptr:[76,79,95],num:[8,9,103,111,124],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:[103,110,111],num_group:8,num_hidden:51,num_input:94,num_neg_sampl:8,num_p:[71,74],num_parameter_serv:29,num_pass:[28,106,110,111,113,124],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:80,num_shard:35,num_step:84,num_train:[71,74],number:[2,7,8,9,13,14,15,21,31,33,35,42,65,70,73,75,81,84,93,95,100,103,105,111,121,123,124],numchunktyp:7,numdevices_:113,numer:[8,96],numeric_grad:30,numerical_grad:30,numlogicaldevices_:113,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,69,70,86,96,122,123],numreal:36,numsampl:101,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:93,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,60,64,82,87,93,101,111],nvlink:64,obei:7,obj:[2,123,124],object:[2,4,6,8,9,13,28,29,36,42,49,51,58,63,69,74,75,77,79,97,101,122,123,124],observ:[8,95,101],obtain:[21,40,65,124],obviou:60,obvious:[32,100],occupi:46,occur:[14,28],occurr:31,oct:106,odd:8,off:[59,86,87,93,103,115,116,117,119],offer:[4,31,74,75,81],offici:[8,32,94,98,105,115],offlin:[33,35,119],offset:[8,36],often:[8,36,51,60,94,100,103,124],ograd:95,old:[30,38,40,62,75,111],older:[47,115],omega:77,omit:124,omp_num_thread:100,ompi_comm_world_rank:103,on_init:2,onc:[2,8,33,37,42,47,50,65,71,73,94,95,98,105,124],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,60,61,62,63,64,65,66,67,68,69,70,71,74,75,76,79,80,82,83,84,87,93,94,95,96,102,104,105,106,107,111,113,119,121,122,123,124],onehotcrossentropyopkernel:96,ones:[48,49,75,94,96],onli:[1,2,4,7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,61,62,63,64,66,69,71,73,74,75,80,81,82,83,84,86,88,89,92,93,95,96,97,98,101,105,106,110,111,113,116,119,121,123,124],onlin:[8,10,33,35,70],only_cpu:30,onnx:47,onto:[21,71,73,105,107],op_:96,op_check:96,op_class:[75,81],op_desc:[53,68],op_info:102,op_maker_class:[75,81],op_proto:81,op_registri:102,op_test:96,op_typ:[75,96],opattrcheck:96,opcreat:81,opdesc:[31,50,67,68,69,75,76,81,85],opdescbind:[53,76],opdescbuild:31,open:[2,8,15,29,35,47,49,56,70,94,100,103,105,123,124],openbla:[86,87,115],opencv:15,openmp:100,openmpi:103,opensourc:64,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,54,61,62,63,64,68,71,72,74,77,79,82,83,85,92,94,95,97,101,102,105,111,115,121],operand:[21,46],operator_grad:30,operatorbas:[31,48,75,76,81,96],operatorwithkernel:96,opinfo:[53,75,76],opinfomak:53,opinfomap:76,opkernel:97,opkernelkei:75,opkerneltyp:60,opmak:81,opproto:96,opprotoandcheckermak:[76,96],opprotomak:[81,96],opregist:81,opregistri:81,ops:[23,30,31,32,50,51,65,67,68,69,75,82,96,119],ops_:31,ops_test:32,opt:[29,63,68,74,81,86],opt_op_list:63,optest:96,optestmeta:96,optim:[2,6,16,27,28,30,49,64,65,66,67,71,72,73,74,75,77,80,95,100,101,102,103,115,117],optimis:63,optimize_op_attr:69,option:[2,7,8,18,21,25,29,32,49,54,57,67,68,69,75,80,81,85,93,95,100,103,104,113,115,116,119],optmization_op_list:63,opts_np:68,optyp:[53,81],opwithkernel:[80,83],order:[2,8,9,13,15,21,28,50,57,70,77,84,86,95,100,103,105,106,111,119,122,123,124],ordereddict:28,oregon:105,org:[7,8,9,14,20,35,44,49,87,122],organ:[7,8],orient:81,origin:[1,2,8,9,13,14,21,30,46,49,79,84,94,97,122],other:[2,7,8,9,13,21,23,31,33,38,45,46,47,53,60,61,65,68,77,79,81,82,83,86,92,93,94,100,102,103,105,106,113,115,116,117,119,121,122,123,124],otherchunktyp:7,otherwis:[1,8,13,14,15,21,28,29,33,38,40,49,53,70,92,94,104,113],our:[29,32,49,53,60,64,65,71,73,79,84,86,89,92,93,94,95,100,105,106,115,121,124],out:[8,21,28,29,31,32,37,40,47,51,61,62,69,71,83,90,92,96,97,100,101,105,106,107,111],out_dir:105,out_left:8,out_mem:92,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:8,outgrad_:56,outlier:8,outlin:112,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[4,5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,57,61,62,65,67,68,69,70,71,73,75,76,79,80,81,82,83,84,86,92,93,94,95,96,97,100,101,103,106,111,113,115,121,122,123,124],output_:[8,56,95],output_all_step:61,output_dim_idx:21,output_dir:123,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,90,123],output_max_index:11,output_mem:[8,92],output_mod:25,output_nam:30,output_num:61,output_path:35,output_s:21,output_seg:84,outputbuff:36,outputgradi:76,outputh:8,outputw:8,outsid:[2,8,9,71,79],outter_kwarg:2,outupt:84,outv:95,outval_:56,over:[1,8,9,21,28,29,47,64,65,84,94,95,101,124],overal:[49,65,94,119],overfit:[21,77],overhead:101,overlap:[7,8,95],overlap_threshold:[7,8],overload:[46,54],overrid:[31,33,45,74,82,95,96,97],overview:[37,38,39,82],overwhelm:94,overwrit:[45,103],own:[8,38,40,43,51,53,63,64,65,71,74,77,81,96,103,104,105,115,116],owner:[93,94],paam:15,pack:[84,115],packag:[2,13,14,37,41,48,56,78,86,87,94,96,100,105],pad:[9,21,124],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,55,56,57,58,59,61,62,66,67,71,74,75,77,81,82,84,86,87,89,90,92,93,94,95,96,98,100,101,102,103,104,105,106,107,111,113,115,119,122,124],paddle_begin_init_param:38,paddle_dir:96,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:[96,97],paddle_error:[58,59],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:103,paddle_init_param:38,paddle_init_port:103,paddle_init_ports_num:103,paddle_init_ports_num_for_spars:103,paddle_init_pserv:103,paddle_init_trainer_count:103,paddle_init_trainer_id:103,paddle_init_use_gpu:103,paddle_job:41,paddle_manylinux_devel:86,paddle_matrix:[58,59],paddle_matrix_cr:59,paddle_matrix_get_shap:58,paddle_matrix_shap:58,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:106,paddle_paramet:38,paddle_pserver2:104,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:121,paddle_save_model:38,paddle_send_grad:38,paddle_source_root:121,paddle_train:[59,78,104],paddle_with_mkldnn:60,paddlepaddl:[1,2,4,8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,61,62,63,66,69,70,74,75,79,84,85,88,90,92,93,94,95,96,100,101,103,104,107,108,109,118,119,120,123,124],paddlepaddle_gpu:89,paddlepaddlebook:87,paddlepadl:2,paddpepaddl:2,page:[94,105],pain:74,pair:[7,8,23,25,31,50,63,71,75,83],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:121,paper:[8,20,49,121,122,123],para:36,paraconvert:121,paradigm:[43,75],paragraph:61,paragraph_data:61,paragraph_out:61,parallel:[64,71,73,75,83,93,101,103,105,106,111,113],parallel_nn:[6,110,111],paralleldo:72,param:[6,8,9,13,21,23,30,31,38,66,69,82,97],param_attr:[8,9,21,22,36,69,92],param_config_proto:38,paramattr:[6,8,16,21,92],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,23,25,27,30,31,32,34,36,40,43,45,47,49,50,51,53,57,61,63,64,67,70,71,72,79,81,83,84,86,90,94,95,97,99,102,104,113,116,122,124],parameter_block_s:[110,111],parameter_block_size_for_spars:[110,111],parameter_learning_r:6,parameter_list:[23,63],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient_:36,parametermap:95,parametermutex_:36,parameters_:95,parameters_and_grad:[23,63],parameterserver2:36,parameterset:29,parameterupdat:66,parameterupdater_:36,parametr:8,params_grad:63,paramt:[105,121],paraphrase_data:121,paraphrase_model:121,paraspars:95,parent:[31,67,69,75,95],parent_:[31,79],parent_idx:69,parenthes:75,pars:[4,13,14,32,51,93,105,113,122],parse_config:[4,122],parser:13,part:[2,7,8,31,40,47,57,67,69,71,82,92,95,100,101,103,119,122,124],parti:[93,101,115,116,117],partial:[8,28,122],partial_sum:8,particip:96,participl:121,particular:[50,57,75,83,101],particularli:20,partit:[33,35,71,73,75,103,105],pass:[2,8,13,18,21,26,28,31,33,42,47,49,57,63,65,66,68,69,70,75,77,79,83,84,94,95,101,103,104,105,106,111,122,124],pass_gener:8,pass_id:28,pass_idx:70,pass_test:122,passtyp:95,password:107,past:[29,87,90,105],patch:44,path:[1,2,7,13,14,15,28,33,37,38,41,62,70,86,87,103,105,106,111,113,115,116,117,121,123,124],path_to_paddlepaddle_working_directori:98,pattern:[14,33,58,65,77,105],paus:[33,40],pcie:64,pdf:9,peer:64,pem:[29,35,105],pend:[33,37],peopl:93,pep425tag:89,pep8:94,per:[7,8,14,15,33,38,64,65,70,77,96,111,124],percal:100,perf_test:100,perfom:[111,113],perform:[1,8,9,20,21,30,38,42,46,47,49,64,66,70,71,75,77,82,83,92,93,95,96,99,103,110,115,116,117,122,124],perftool:100,period:[1,33,40,74,111,124],permiss:105,permut:21,peroid:[8,15],persist:[43,80,85,105],persistentvolum:105,persistentvolumeclaim:105,person:[7,29,54],perspect:[75,101],perturb:[30,95],peter:74,pex:119,pfs:[35,45,74],pfsclient:35,pfspath:45,pgp:105,phase:[21,62,64,65,70,76,119],philosophi:[65,77],photo:49,physic:[116,119],pick:[2,105,116],pickl:[103,107],pictur:[64,124],piec:[8,9,97],pil:[15,103],pillow:41,ping:94,pip:[78,86,88,90,94,98,100],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,21,33,40,43,54,64,71,73,75,83,95,97,101,102,123],place_:[54,60,82,83],placehold:[49,82,97,121],placement:73,plain:[1,7,8,13,41,57,59,60],plan:[33,75,95,115],platform:[31,60,82,89,94,96,97,102,105,115,116,117],pleas:[2,4,6,8,9,10,15,29,33,37,38,39,51,60,61,69,70,74,75,82,85,86,87,89,92,93,94,95,96,97,98,100,103,105,115,116,117,120,121,124],plot:29,plu:[8,30],plug:[64,65],pne:96,png:123,pnpairvalidationlay:111,pnpairvalidationpredict_fil:110,pod:[35,41,105,106],pod_nam:105,point:[21,31,33,41,46,64,74,82,93,94,96,97,100,101,115,119],pointer:[31,38,47,51,60,69,75,79,82,97],polar:14,polici:[82,105],pollut:40,polyak:65,ponit:51,pool3:95,pool:[2,9,21,27,72,124],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:[9,124],pooling_typ:[8,124],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51,123],port:[32,100,103,105,106,110,111],port_num:110,portabl:51,portal:98,ports_num:[103,111],ports_num_for_spars:[36,103,110,111,113],pose:33,posit:[2,7,8,9,124],positive_label:7,possibl:[29,31,37,69,73,77,101,122],post:[41,44],postpon:77,potenti:[46,101],power:[46,64,97,119,124],ppo_workspac:98,pprof:100,practic:[92,95],pre:[2,8,9,14,29,38,54,86,94,105,106,115,117,121],pre_activ:69,pre_bia:69,pre_dictandmodel:121,pre_stat:[61,84],preambl:69,precis:[7,42,46,65,86],precision_evalu:7,precompil:43,pred:[51,124],predetermin:[8,111],predic:14,predict:[2,3,7,8,28,71,77,90,92,111,121,124],predict_fil:111,predict_lay:28,predict_output_dir:[110,111,124],predict_sampl:4,predicted_label_id:124,prediction1:28,prediction2:28,prefer:[47,54],prefetch:[36,95],prefix:[7,9,33,35,62,105],pregrad:95,premodel:121,prepand:69,prepar:[4,30,41,66,92,108,124],prepend:69,prepend_oper:69,preprocess:[14,15,84,106],present:[29,31,84,123],preserv:45,press:20,prev_batch_st:[110,111],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[1,10,21,29,33,37,40,77,100],preview:[75,98],previou:[8,9,28,33,45,61,62,73,95,100,105,111],previous:[8,106,123],previous_memori:31,price:[14,75,90],primari:[47,50],primarili:[65,77],primer:94,primit:[46,56,64,84],principl:[29,32,60],print:[6,28,29,47,51,71,89,90,100,107,111,121,124],print_graphviz:51,print_s3_bucket:13,printallstatu:101,printer:7,printstatu:101,priorbox:8,prioriti:75,prite:7,privat:[31,59,69,79,80,81,82,84,94,97],privileg:[93,105],pro:64,prob:[7,28,90,122],probabilist:[8,121],probability_of_label_0:124,probability_of_label_1:124,probabl:[7,8,21,28,62,87,92,94,123,124],problem:[4,8,29,30,32,40,47,49,50,65,75,77,89,93,124],proc:87,proc_from_raw_data:124,proce:[13,33,70,87,105],procedur:[31,57,97,116,121],proceed:20,process:[1,2,4,6,8,9,13,29,31,35,36,37,40,42,43,47,51,56,57,64,71,77,81,92,94,100,103,104,105,106,111,113,121,123,124],process_num:13,process_pr:124,processdata:123,processor:[46,101],produc:[8,9,13,33,47,51,70,123,124],product:[8,9,21,41,47,95,105,106,124],productgraph:106,prof:100,profil:[16,45],proflier:101,program:[1,13,18,20,21,25,29,35,38,40,43,50,52,63,64,70,71,74,75,79,100,101,104,111],programdesc:[43,47,57,68,69,74,76],programm:[47,69,71],progress:[33,37,111],proivid:2,proj:8,project:[8,9,41,59,92,95,96],promis:[8,9,62],prompt:[45,47],prone:29,propag:[8,10,47,65,96,111,113],proper:[54,103],properli:[54,93,124],properti:[2,51,77,111],propos:[31,47,62,63,64,65,72,73,84],proprietari:56,protect:[46,81,95,96],proto:[11,54,57,60,67,75,81,85,96],proto_:81,protobuf:[28,31,41,43,47,50,51,57,67,69,75,76,81],protoc:[115,117],protocol:[7,102,111,119],prove:124,provi:103,provid:[8,14,21,29,31,38,41,42,43,46,47,49,51,53,54,64,65,69,74,77,81,82,84,87,90,97,100,101,103,104,105,115,116,119,121,122,123],providermemory_threshold_on_load_data:110,provis:[105,119],provod:2,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,75,103,105,110,111],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,110,111],pserver_spec:28,pserverstart_pserv:110,pseudo:[29,41,76,84],pseudocod:84,psize:95,ptr:[59,82],pub:107,pull:[32,75,78,94,121],purchas:124,purpos:[8,33,54,71,73,101],push:[31,43,47,94],push_back:95,put:[32,33,36,69,73,82,95,106,115,124],pvc:105,pwd:[86,87,93,98,115],pxe:119,py_paddl:[4,122],pybind:[31,46],pydataprovid:[1,2,124],pydataprovider2:[3,4,124],pypi:89,pyramid:8,pyramid_height:8,python2:100,python3:89,python:[1,2,3,13,21,28,29,31,39,42,43,47,48,49,50,51,54,58,62,66,75,78,82,84,86,87,89,90,92,93,94,98,102,103,107,121,122],pytorch:47,qualcomm:46,qualiti:124,queri:[7,8,105],query_id:7,question:[8,29,73,81,105],queue:73,quick:[51,111],quick_start:[41,105,106,108,124],quick_start_data:106,quickli:[62,69,75],quickstart:106,quit:[62,101],r14b:115,r_t:8,rais:[13,21,51,103],rajathkmp:49,ran:[73,101],rand:[49,101,111,113,122],random:[2,6,8,13,20,21,35,49,60,66,69,70,96,103,111,122],random_crop:15,random_imag:35,randomli:[15,21,40],randomnumberse:110,rang:[2,8,13,20,21,35,46,49,70,71,74,81,94,111,113],rank0:64,rank1:64,rank:[8,21,29,84,97,105,123,124],rank_tabl:21,rankdir:51,ranktabl:21,rapid:76,rare:2,raspberri:118,raspberry_pi:117,raspberrypi:117,raspbian:117,rate:[6,7,8,9,10,14,38,95,124],rather:[4,41,49,84,105],ratio:[8,111],raw:[8,13,57,124],rdma:111,rdma_tcp:[110,111],reach:[33,64,101],read:[1,2,13,15,21,28,29,33,35,47,70,71,73,75,84,87,92,93,98,103,105,115,119,123,124],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_ranking_model_data:29,readabl:[75,100],reader:[0,14,28,35,46,49,50,67,71,74,100,103],reader_cr:35,reader_creator_bool:70,reader_creator_random_imag:[13,70],reader_creator_random_image_and_label:[13,70],readi:[33,105,106,119],readlockguard:36,readm:59,readonesamplefromfil:2,readwritebuffer_:36,readwritemani:105,real:[2,8,21,36,49,70,103,122],realist:29,realiz:[31,60,61],realli:[47,77],reason:[9,29,30,33,47,94,106],recal:7,receiv:[13,33,41,61,73],recent:65,reciev:111,recognit:[2,8,123],recommand:2,recommend:[1,9,29,86,87,88,92,94,95,98,103,104,111,115],recompil:101,record:[13,37,81,105],recordio:[13,14,29,35,37,71,74],recov:[33,84,122],recover:75,recoveri:37,rectifi:[8,20],recurr:[55,61,79],recurrent_group:[9,92],recurrent_lay:9,recurrent_op:84,recurrentgradientmachin:[59,62,84],recurrentgroup:7,recurrentlay:[55,111],recurs:[31,32,45,75],recv:[64,71,73,105],recvparametertyp:36,red:[49,100],redirect:13,reduc:[8,21,46,64,73,75,87,94,100,104,111,113],reduce_by_kei:75,reduce_mean:49,refactor:[50,62,65,66,69,71,73,77,84],refer:[1,4,6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,60,61,64,67,69,75,77,79,82,84,85,86,87,92,93,95,96,97,106,115,116,121,124],referenc:[8,37],reflect:37,reformat:94,refrain:96,reg:81,regard:119,region:[8,79,101],regist:[60,76,82,83,95,101],register_gpu_profil:101,register_lay:95,register_op:[48,75,76,81,96],register_op_cpu_kernel:[82,96],register_op_cuda_kernel:[82,96],register_op_without_gradi:[75,96],register_oper:[53,76],register_tim:36,register_timer_info:101,registerop:81,registr:[96,102],registri:[41,53,82,106,119],regress:8,regular:[6,16,21,23,95,105,124],regularization_coeff:26,reinforc:74,rel:[1,9,30,40,77,96,115],relat:[2,33,40,41,46,60,79,83,94,100,106,116,117,119],relationship:[76,82,122],releas:[74,78,105,115,116,117],relev:96,reli:[30,62,63,65,77,96,100],reliabl:[33,77],relu1:51,relu2:51,relu:[8,49,51,95],relwithdebinfo:100,remain:[84,124],rememb:[8,94],remind:60,remot:[6,32,36,75,94,95,105,111,113],remote_ess:74,remote_sess:74,remoteparameterupdat:[36,39,111],remov:[13,45,47,62,94,111,115,116],ren:20,renam:[45,46,89],reorgan:8,repeat:[31,50,67,68,80,81,85,100],repeatedli:50,replac:[32,37,53,65,74,76],repli:94,replic:71,replicaset:41,repo:[32,94,98,117],report:[37,46,47,71,101],reportdataset:37,repositori:[8,98,115],repres:[2,4,8,9,21,31,37,47,51,57,60,62,65,69,73,74,75,77,80,82,84,85,92,95,105,124],represent:[8,38,49,50,60,62,71,80,124],reproduc:93,request:[32,33,36,40,71,75,78,94,105,106,119,121],requir:[1,7,8,23,29,33,38,40,41,45,46,51,56,61,65,67,68,71,73,75,77,80,81,85,89,93,94,95,96,98,103,105,106,115,117,119,122,124],res5_3_branch2c_bn:123,res5_3_branch2c_conv:123,research:[14,47,71],reserv:[2,21,45],reserveoutput:95,reset:[8,18,33,42],reset_program:[18,42],resetingrad:56,resetinvalu:56,resetoutgrad:56,resetoutvalu:56,resetxxx:56,reshap:[30,70,97],reshape_s:8,resid:93,residu:123,resiz:[15,36,82,96,97],resize_s:15,resize_short:15,resnet_101:123,resnet_152:123,resnet_50:123,resolv:[32,94,106],resourc:[43,64,74,82,105],respect:[2,30,46,49,61,92,95,111,123],respons:[8,36,42,49,64,65,66,77,105,106],rest:[2,8,31,41,44,83,119],restart:[33,38,105,106,119],restartpolici:[105,106],restor:[30,65],restrict:[77,79,100,111],result:[4,5,7,8,21,25,28,30,37,42,49,50,51,57,62,63,64,66,71,96,97,100,101,102,105,111,123,124],result_fil:7,resum:40,ret:13,retain:97,retran:105,retriev:[31,62,79,93,95,100,106],retriv:103,return_op_list:23,return_seq:9,reuqest:78,reus:[31,40,62,70,75,95,96],rev:93,revamp:71,reveal:[29,100],revers:[8,9,92],review:[14,106,124],reviews_electronics_5:106,revis:124,rewrit:[32,96],rgb:[8,15],rho:10,rid:47,right:[2,8,30,31,32,41,42,75,77,94,123],ring:64,rkt:[41,93],rmsprop:[65,124],rmspropoptim:65,rnn:[8,9,31,47,49,62,69,75,79,99,110,124],rnn_bias_attr:92,rnn_layer_attr:92,rnn_out:92,rnn_output:84,rnn_step:8,rnn_use_batch:[55,110,111],rnnalgorithm:62,rnnlm:14,rnnstep:84,roadmap:84,robust:[8,20],rocmplac:60,roi:8,role:[14,29,37,38,64,71,105],rollback:69,root:[10,11,64,105,106,116],rot:8,roughli:[2,122],round:[46,64],routin:[46,56,64],row:[4,7,8,13,21,36,95,123],row_id:8,rows_:80,rpc:37,rpcserver:37,rpi:117,rpi_arm_neon:117,rpi_toolchain:117,rsize:105,rtk:119,rtype:[8,13],rule:[7,47,50,71,95,105],run:[29,30,31,32,33,41,42,46,47,48,49,50,51,60,61,63,64,65,67,68,71,72,73,74,75,79,80,82,83,88,89,90,93,94,95,97,98,100,101,103,104,105,107,108,109,111,115,116,117,119,121,123,124],run_test:86,runinitfunct:101,runnabl:73,running_on_cloud:41,runserv:98,runtim:[1,2,25,31,53,61,74,75,85,87,104,115],runtime_table_:31,s_param:122,s_recurrent_group:92,sacrif:1,safe:41,sai:[8,50,52,70,71,93,111,113],said:47,sake:95,same:[2,4,7,8,9,20,21,28,29,30,37,38,40,48,49,51,54,61,62,64,69,71,74,75,76,79,83,84,86,92,96,97,104,105,113,121,124],samping_id:8,sampl:[2,4,7,13,14,42,49,81,87,103,104,111,113,121,122,123,124],sample_dim:122,sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,80,89,105,124],save:[2,8,13,28,33,35,37,38,41,50,51,57,65,71,80,85,93,103,105,106,111,113,123,124],save_dir:[106,111,113,122,124],save_only_on:[110,111],save_parameter_to_tar:28,saving_period:[110,111],saving_period_by_batch:[110,111,113,124],saw:2,scalabl:75,scalar:[2,8,21,31,52,84],scale:[5,20,65,71,73,76,81,96,103,123],scaleop:96,scaleopmak:[75,96],scalingproject:8,scan:[37,75],scatter:[8,64],scenario:[62,110],scene:110,schdule:105,schedul:[37,41,73,105,122],scheduler_factor:6,schema:121,scheme:[7,10,36,77,96],scope:[30,43,72,74,102],score:[7,8,21,62],scp:107,scrip:124,script:[4,14,64,86,93,96,103,104,105,107,115,123,124],sdk:116,search:[8,33,79,86,92,111],second:[2,8,21,29,45,47,49,51,61,62,67,68,70,79,81,96,104,121,123,124],secret:105,section:[2,47,69,73,92,94,95,100,105,124],see:[2,4,8,9,29,33,46,47,69,74,94,96,97,100,101,105,121,122,123,124],seed:[20,21,101,111],seem:[32,46,47,89],seen:[77,96],segment:[7,61,84,97],segmentor:121,sel_fc:8,selcet:8,select:[8,62,105],selected_generation_scor:62,selected_id:[8,62],selected_indic:8,selected_row:[80,85],selected_rows_desc:[80,85],selected_scor:62,selectedrow:[53,85],selectiv:8,selector:106,self:[30,42,49,51,55,56,57,63,69,84,95,96],selfnorm:8,semant:[14,29,62,78],semat:29,send:[33,38,54,64,71,73,75,81,85,94,103,105,111],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[65,77,94,100],sensit:8,sent:[29,38,71,75,81,106],sentenc:[2,8,14,47,61,62,84,92,124],sentence_input:84,sentiment:[2,124],sentimental_provid:2,separ:[2,7,21,25,38,48,65,71,76,77,103,111,121,124],seper:84,seq:[8,14],seq_len:84,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:121,seq_typ:[2,13],seqenc:21,seqtext_evalu:7,seqtoseq:[8,121],seqtoseq_net:[8,121],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,55,63,67,84,94,95,121,124],sequence_conv_pool:124,sequence_group:8,sequence_nest_group:8,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,31,92,124],seri:[9,89],serial:[2,28,31,37,57,66,75,85],serializ:75,serv:[46,71,75,84,87,101,103,105,122],server:[29,32,36,39,40,47,64,71,75,86,95,104,110,119],serverless:33,servic:[100,103,119],sess:[49,51,63,74],session:[51,63,68,101],set:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,60,61,62,68,69,75,76,79,82,84,86,92,93,94,95,96,97,98,99,100,101,103,104,105,106,110,111,113,116,117,121,123,124],set_active_typ:95,set_default_parameter_nam:6,set_drop_r:95,set_float_el:30,set_input:8,set_siz:95,set_typ:95,setdatatyp:80,setdefault:96,setp:105,setq:93,settup:95,setup:[2,65,71,78,95,96,119,124],sever:[2,7,8,30,36,49,60,61,62,64,66,69,80,84,86,103,104,105,113,124],sexstant:119,sgd:[23,28,29,33,41,65,66,71,73,74,80,102,103,122],sgd_optim:102,sgdasync_count:110,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,60,61,67,69,74,75,80,82,96,97,102,123],shard:[33,34,35,36,37,38,40,71,73,103,105],share:[8,21,32,49,59,66,69,75,77,82,84,93,96,101,111],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[58,59,79,82,97],shell:[87,105,123],shift:[8,123],shorten:8,shorter:[15,123],should:[2,4,6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,54,60,61,62,63,65,66,67,70,71,75,76,77,80,81,83,84,85,90,92,96,98,104,105,115,124],should_be_fals:29,should_be_tru:29,should_shuffl:2,show:[4,7,10,31,33,45,47,52,57,61,64,65,67,84,89,93,97,103,105,106,111,121,123,124],show_check_sparse_distribution_log:[110,111],show_layer_stat:[110,111],show_parameter_stats_period:[106,110,111,113,124],shown:[2,8,29,42,64,71,92,95,97,101,105,122,123,124],shrink:95,shrink_rnn_memori:21,shuffl:[2,13],sid:105,side:[8,28,42,66,97,103,123],sig:105,sigint:104,sigmod:81,sigmod_op:81,sigmod_output:81,sigmoid:[8,22,31,74,81,84,95],sigmoidactiv:9,sign:[44,57,105],signal:104,signatur:105,signific:101,similar:[8,21,31,43,47,62,65,70,71,73,75,77,82,83,84,96,100,105,119,124],similarli:[8,13,47,96],simpl:[1,2,5,7,8,9,13,14,23,28,46,50,51,61,65,67,73,77,79,81,84,101,111,124],simple_attent:92,simple_gru:[92,124],simple_lstm:[8,124],simple_rnn:[8,92],simple_transform:15,simpler:66,simplest:105,simpli:[1,8,15,29,38,87,90,92,101,121,123],simplifi:[29,62,69,81,95,106],simul:[47,116],simultan:105,sinc:[8,9,33,37,39,40,47,53,60,65,70,71,72,74,76,77,84,97,101,105,116,119,122,124],sincer:94,singl:[2,7,9,13,21,33,42,46,54,64,71,73,74,75,79,86,90,95,100,103,106,123,124],singleton:72,sinlg:28,sit:71,site:[32,100,105],situat:[68,83],six:121,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,57,62,65,69,70,71,74,80,81,82,84,87,90,92,95,96,97,102,111,115,116,117,122,123,124],size_a:8,size_b:8,size_t:[36,82,84,95],sizeof:[31,121],skip:[70,94,104,105,123],sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slow:[2,101],slowli:[93,100],small:[2,8,14,30,49,56,62,94,95,111],small_messag:[110,111],smaller:[8,21,30,33,46,62,94],smart:79,smooth:8,snap:106,snapdragon:46,snapshot:[34,40,105],snippet:[48,63,92,95,101,105,124],sock:41,sock_recv_buf_s:[110,111],sock_send_buf_s:[110,111],socket:111,softmax:[8,9,21,29,31,47,51,52,62,67,71,73,74,92,95,121,124],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:124,softmaxoutput:51,softwar:[46,101,119],solid:49,solut:[64,119],solv:[29,75],some:[2,6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,54,60,61,62,63,67,68,69,70,73,75,76,79,82,83,84,94,95,96,97,101,103,105,110,111,113,115,116,117,119,122,124],some_c_api_funct:59,some_inst:59,some_op:[53,61,84],some_python_class:58,somecppclass:58,somedata:28,somegotyp:58,someth:[2,36,69,93,94,100],sometim:[8,70,93,101],someurl:13,somewhat:38,somewher:79,soon:33,sophist:95,sort:[8,14,84,100,105,111],sort_by_length:84,sourc:[8,14,30,32,45,47,49,56,57,59,62,70,75,92,93,100,103,105,106,116,121,124],source_dict_dim:[62,92],source_dict_s:62,source_language_word:[62,92],space:[7,8,46,69,73,77,92,93,101],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,21,36,95,97,103,105,111,124],sparse_binary_vector:[2,13,124],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36],sparse_value_slot:13,sparseparam:95,sparseprefetchrowcpumatrix:95,spatial:8,spatial_scal:8,speak:92,spec:[105,106],specfii:111,special:[8,38,46,53,60,62,63,71,96,121,124],specialvartypeinfer:53,specif:[1,28,32,33,45,62,75,79,82,93,96,113,115,124],specifi:[1,2,7,8,18,21,29,30,36,37,38,41,42,43,45,49,57,69,71,72,74,79,81,84,87,92,93,94,95,97,98,100,105,111,115,116,122,123,124],speech:8,speed:[8,9,46,57,64,65,86,119],spefici:123,sphinx:[58,98],split:[2,8,13,40,47,52,62,72,75,84,103,105,113,121,123,124],split_count:[103,105],sql:1,sqrt:20,squar:[8,10,11,21,51],square_error_cost:102,squarerootnpool:8,srand:111,src:[32,103],src_backward:92,src_embed:[62,92],src_forward:92,src_root:4,src_word_id:[62,92],src_word_vec:62,srl:14,ssd:8,ssh:[105,106,107,117],ssh_server:104,sstabl:29,stabil:[8,30,96],stabl:[78,105],stack:[43,75,84,105,124],stackexchang:8,stage:[32,39,47,49,72,85,104,115],stale:[33,74],stamp:101,standalon:115,standard:[6,13,20,47,75,77,89,93,100,121],stanford:[14,30,106],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,62,64,66,71,72,86,87,89,92,93,100,101,104,107,111,114,121],start_mpi_train:107,start_pass:[110,111],start_po:8,start_pserv:111,startup:[21,33,41,47,105],startup_program:[18,21,23],stat:[101,111],state:[8,9,18,23,31,33,42,43,61,62,79,84,92,106,111,122],state_act:[8,9],statement:[47,50,95,105],static_cast:97,staticinput:[8,92],statist:[8,18,20,42,111,124],statset:101,statu:[41,62,101,105,106],status:106,std:[28,32,36,51,53,54,58,59,68,75,76,79,81,82,83,95,96,97,111],stdbuf:103,stderr:104,stdout:[13,104],step:[4,8,9,11,21,23,30,31,33,38,42,47,49,50,55,62,65,66,69,71,73,75,81,84,86,87,92,94,95,100,101,103,105,106,107,115,117,119,124],step_id:84,step_input:84,step_net:31,step_output:84,step_scop:75,stepnet:[31,61,75,79],still:[37,40,47,71,76,89,97,123],stirng:69,stmt1482205552000:105,stmt1482205746000:105,stochast:[10,33,37,40,65,103],stop:[8,93,104,106,111],stop_gradi:21,storag:[44,46,103,105,106],store:[7,8,14,21,28,30,31,32,36,43,51,53,57,60,62,66,67,69,71,74,75,76,77,79,84,95,96,97,98,103,105,106,107,111,116,117,121,123,124],str:[15,18,21,28,41,84,113],straight:[67,70,80],strategi:[2,11,33,69,73,111],stream:[13,82],stream_:82,streamid:25,street:8,strength:122,strict:[70,103],stride:[8,9,21,60],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[1,2,7,8,13,15,25,28,31,37,45,51,54,57,67,68,69,74,75,76,79,80,81,85,95,96,105,111],strip:[100,124],strongli:103,struct:[37,38,44,46,53,54,59,60,76,81,83],structur:[31,37,47,49,57,62,67,69,75,80,104,105,121,124],sts:105,stuff:94,stun:2,style:[2,8,75,81,86],sub:[7,8,13,29,40,49,61,64,66,69,71,92,95,115,124],sub_nest_seq:8,sub_sequ:[2,8],subclass:[23,69],subcommand:45,subgradi:10,subgraph:[49,73],submiss:71,submit:[75,98,103,105,110,111],subnet0:105,subnet:[29,105],subobjectpath:106,subscript:21,subsequ:[8,64],subsequenceinput:8,subset:[21,95],substanti:123,succeed:[37,106],success:[8,38,105,106,123],successfulcr:106,successfulli:[96,123],successor:111,sudo:[93,105],suffer:30,suffici:111,suffix:[18,41,89,103],suggest:[8,32,94,101],suit:119,suitabl:[80,111],sum:[8,10,31,34,53,69,72,92,95],summar:[49,124],sumopgradmak:76,sumpool:8,sun:20,suppli:[21,80],support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,57,60,62,65,66,68,70,71,73,75,76,77,80,83,86,87,89,90,92,93,95,96,97,98,101,103,105,111,115,116,117,119],suppos:[9,32,48,80,95,124],suppress:[8,45],sure:[86,93,95,100,105],surpass:[8,20],sutibal:82,svs:81,swagger:44,swap_channel:123,swig:[4,39,58,59,86,115,116],swig_paddl:[4,122],switchop:31,sychron:64,symbol:[8,31,51,59,89],symbols_ready_:31,symbolt:[31,75],symlink:94,sync:[33,65,77,111,122],sync_with_cpp:100,syncflag:95,synchron:[33,37,64,103,105,111],syntax:[43,47,62,70],synthes:122,sys:123,sysroot:115,system:[31,32,33,38,40,44,48,49,56,71,73,86,87,89,96,98,100,103,106,115,124],t2b:121,tab:[89,124],tabl:[2,7,8,21,31,47,53,57,80,85,116,123,124],tablelookup:80,tablelookupgrad:80,tablelookupop:80,tableproject:8,tag:[7,14,87,92,103],tagtyp:7,tail:62,take:[2,4,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,60,65,67,68,69,70,75,76,82,83,84,86,92,93,94,95,96,100,101,103,105,106,122],taken:[2,51,60,71,84],talk:[38,117],tangl:100,tanh:[8,9,21,49,62,71,92,95],tanhactiv:9,tar:[13,15,28,105],tarbal:105,target:[8,14,21,23,28,31,32,43,49,51,63,68,71,74,75,86,92,96,115,116,117,121,124],target_dict_dim:92,target_dict_s:62,target_dictionary_dim:8,target_language_embed:8,target_language_word:92,target_link_librari:32,target_word:62,targetinlink:8,task:[2,7,8,57,62,71,81,92,113,121,123],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,82],tcp:[105,111],teach:124,tear:101,technic:33,techniqu:[21,92,95,100],technolog:[47,93],tee:106,tell:[33,37,38,62,81,87,101,115],templat:[48,81,82,96,97,106,119],tempor:[8,124],temporari:[18,41,43,65,69,120],ten:93,tensor:[21,30,32,46,47,49,51,53,54,57,60,61,62,72,73,74,80,83,84,85,96,102],tensor_array_read:84,tensor_array_s:84,tensor_array_stack:84,tensor_array_unstack:84,tensor_array_writ:84,tensor_data:57,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarrai:72,tensorarraydesc:84,tensordesc:[57,80],tensorflow:[31,47,49,52,71,73,77,84,97],term:[8,9,33,76,77],termin:106,tese:1,tessorarrai:84,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,59,65,70,74,78,90,93,97,101,102,103,107,110,121,123,124],test_:96,test_all_data_in_one_period:106,test_check_grad_ingore_i:96,test_check_grad_ingore_x:96,test_check_grad_norm:96,test_check_output:96,test_data_dir:103,test_fcgrad:95,test_gpuprofil:101,test_layergrad:95,test_list:[2,124],test_mkldnn:56,test_mklpack:55,test_mul_op:[86,96],test_norm:96,test_pass:[110,111,113],test_period:[110,111,113],test_recurrent_op:94,test_wait:[110,111],testa:29,testb:29,testbilinearfwdbwd:101,testcas:96,testconfig:95,testfcgrad:95,testfclay:95,testlayergrad:95,testmodel_list:110,testmulop:96,testq:29,testresult:28,testsave_dir:110,testutil:95,text1:45,text:[1,2,7,9,13,29,57,61,105,121,124],text_conv:124,text_fil:13,tflop:101,tftp:119,tgz:[14,89],than:[2,4,6,7,8,9,21,33,41,47,48,49,69,75,77,84,86,92,93,95,103,105,115,119,123],thank:121,the_step:47,theano:47,thei:[2,8,18,20,26,29,32,33,38,40,45,47,49,50,54,62,63,69,73,74,75,81,84,85,92,93,94,95,96,97,101,103,105,110,123],them:[1,2,7,8,9,15,29,30,32,33,36,41,47,48,53,54,62,70,73,75,76,79,80,81,83,84,85,93,94,96,98,101,105,110,111,123,124],themselv:32,theori:[47,101],therefor:65,therein:[8,31],therun:123,theta:49,theta_d:49,theta_g:49,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,43,46,47,48,49,50,51,54,60,61,62,63,64,65,66,67,69,70,71,72,73,74,75,76,77,80,81,82,83,84,87,89,90,92,93,94,95,96,97,98,100,101,102,103,105,106,111,113,115,116,117,119,121,122,123,124],thin:53,thing:[2,49,71,75,82,101],think:[29,32],third:[8,33,51,96,100,101,115,116,117,123],third_parti:[8,56,115,116,117],thirt:93,those:[8,31,32,33,48,50,51,52,67,115,123],though:[84,119],thought:[32,101],thread:[72,95,100,101,111,113],thread_count:72,thread_local_rand_use_global_se:[110,111],thread_pool:72,threadblocks:25,threadid:113,threadloc:101,three:[2,7,8,30,33,42,46,47,50,62,63,66,67,70,82,111,115,122,123],threshold:[6,7,8,33,37,94,111],through:[4,8,21,32,33,37,39,42,63,65,74,92,95,96,98,101,102,103,116,121,122],throughout:[43,124],throughput:[101,103],thrust:75,thu:[2,8,21,40,42,51,95,105,120],tier:106,time:[2,8,9,11,13,21,28,29,30,32,33,37,40,47,48,53,55,60,61,62,64,69,70,71,73,75,76,80,81,84,85,86,92,93,97,100,101,106,111,113,119,124],timelin:[8,75,101],timeo:105,timeout:[33,37],timeout_sec:13,timestamp:[8,34],timestep:[2,8,79],tip:[115,116],titl:14,tls:44,tmp:69,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:28,toadapt:83,todo:[7,13,14,31,33,37,40,62,81],toend:8,togeth:[2,8,9,13,28,84,92],token:[7,8,29,92,121],toler:[28,30,86,96],too:[14,30,60,83,84],took:119,tool:[86,89,92,93,100,105,115,117],toolchain:[100,115,116],top:[7,21,28,61,62,96,123],top_k:[7,21,62],top_level_rnn:61,topk_generated_scor:62,topk_id:62,topk_scor:62,toplevel:93,topolog:[29,33,51,57,66,71,74],topoloi:51,topolopi:28,torch:[31,47],toronto:14,total:[21,28,33,42,64,70,73,100,101,103,106,119,121],total_pass:70,tottim:100,trace:[31,49],track:[33,37,51,69],tractabl:8,tradit:[8,31,46],traffic:71,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,55,57,64,65,66,67,68,74,75,77,80,82,85,92,95,99,101,108,109,110,116,123],train_conf:121,train_config_dir:105,train_data:103,train_data_dir:103,train_id:105,train_list:[2,103,123,124],train_loop:47,trainabl:[8,57,69],traindot_period:110,trainer:[2,4,29,34,35,36,37,39,47,55,56,65,66,71,73,75,95,104,111,113,122,124],trainer_config:[1,2,105,106,124],trainer_config_help:[2,95,124],trainer_count:[90,103,105,106,110,111,113],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[103,105,111],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerid:40,trainerintern:124,training_machin:122,trainingtest_period:110,trainonebatch:36,trainonedatabatch:122,tran:[83,95,111],trane:2,transact:[33,37],transfer:[1,2],transform:[8,9,15,21,75,83,92,95,97,122,124],transform_param_attr:9,transformed_st:9,translat:[8,9,47,121],translation_id:62,translation_scor:62,transpar:[62,104],transpil:47,transport:111,transpos:[8,15,95,122],transposedfullmatrixproject:8,travel:2,travers:50,travi:94,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,69,102,111,117],trg_dic_siz:62,trg_embed:[62,92],triain:1,trick:62,tricki:58,trigger:[40,66],trim:8,trivial:[2,62,84],trn:124,true_block:[31,52,67],true_imag:70,true_label:70,true_neg:42,true_posit:42,true_read:70,truth:[7,8,21,124],tst:124,tune:[6,99,100,124],tuninglog_barrier_abstract:110,tupl:[2,8,9,13,14,15,18,21,28,69,70],ture:8,turn:[8,21,69,70,87,122],tutori:[86,87,92,95,96,100,101,105,107,108,109,116,120,123,124],twice:[49,73],twine:78,two:[1,2,7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,57,60,62,65,67,70,71,74,75,76,77,79,80,81,84,85,92,96,97,101,104,105,113,115,117,121,122,123,124],txt:[2,32,41,45,55,56,95,98,103,105,107,124],type:[2,7,8,9,11,13,14,15,18,21,23,28,29,31,33,36,37,40,41,44,45,46,53,54,57,58,59,61,62,67,68,69,70,75,76,77,80,81,83,85,90,92,93,95,97,103,105,106,111,113,116,123,124],type_nam:81,typedef:[38,46,58,59,60,82],typeid:81,typenam:[48,81,82,96,97],typic:[4,7,71,101,116],ubuntu:[78,89,90,100],ubyt:70,uci:14,uci_h:90,ufldl:8,uid:106,uint16_t:46,uint32:[44,57],uint64:[57,58],uint64_t:58,unawar:38,unbalanc:111,unbound:92,unclear:40,under:[32,37,64,73,83,86,87,97,98,103,104,105],underli:62,understand:[20,47,69,100,101,119,121],understand_senti:92,undeterminist:101,unidirect:8,unifi:[43,51,80,94],uniform:[6,8,13,20,35,49,69,70,111,122],uniform_random:69,uniqu:[29,31,33,40,41,60,69,79,96,103,105,111],unique_nam:69,unique_name_gener:69,unique_ptr:[76,79,82,95],unit:[8,9,21,32,65,77,82,86,92,93,97],unittest:[59,94,96],unittestcheckgrad_ep:110,unk:[80,85,121],unk_idx:124,unknown:[8,21],unless:21,unlik:[8,62,96],unnecessari:94,unordered_map:79,unpack:84,unrol:61,unseen:77,unseg:8,unsign:[38,46],unstack:84,unstack_from:84,unsupervis:49,unsupport:96,until:[33,38,47,72,73,79,105],unzip:115,updat:[6,8,10,23,33,37,38,44,46,49,61,62,63,64,65,66,71,79,84,89,95,100,103,111,113],update_equ:28,update_hook:6,update_memori:31,update_op:63,updatecallback:95,updatestack:105,upgrad:[64,89,120],upload:[33,41,44,78,103],upon:33,upper:8,upstream:94,uri:105,url:[13,14,94],usag:[1,2,7,8,9,15,28,46,52,66,96,101,103,116,121,122],use:[1,2,4,6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,54,60,62,63,64,66,69,71,72,73,74,79,80,81,83,84,85,86,87,89,90,92,93,94,95,96,98,100,101,103,105,106,111,113,115,116,117,121,122,123,124],use_cpu:54,use_cudnn:54,use_eigen_bla:115,use_eigen_for_bla:[115,116],use_etcd:28,use_global_stat:8,use_gpu:[90,103,106,110,111,113,122,123,124],use_mkl_pack:55,use_mkldnn:[8,54,56],use_nesterov:23,use_old_updat:[36,110,111],use_peephol:21,use_sparse_remote_updat:36,used:[1,2,4,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,61,62,65,66,69,70,71,74,75,77,79,81,82,84,86,89,92,93,95,96,97,100,101,105,110,111,113,115,116,117,121,123,124],useful:[1,2,8,9,30,46,79,83,92,95,113,115,124],usegpu:[95,122],user:[1,2,6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,54,60,62,63,64,65,69,70,71,72,73,74,75,76,77,79,81,82,83,84,87,94,98,100,103,105,110,111,119,123,124],user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:35,uses:[2,8,33,40,46,60,61,62,66,71,82,83,86,89,92,93,94,95,97,98,103,105,111,115,123,124],using:[1,2,4,6,8,9,13,21,28,29,31,32,33,37,38,40,41,43,45,46,47,48,49,51,53,61,63,65,67,70,71,76,77,79,81,82,83,86,87,88,89,90,92,94,95,96,97,98,101,103,105,106,107,111,113,115,117,120,121,122,123,124],usr:[86,87,103,105,111],usrdict:121,usrmodel:121,usual:[8,28,41,60,67,77,82,94,96,100,101,105,111,113],utf:121,util:[4,55,56,64,92,95,96,101,119],uuid:[34,40],v7a:115,v8a:115,valid:[8,15,70,75,79,96,105,116,123],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,56,57,61,62,63,65,66,67,69,71,74,75,79,80,81,84,85,92,95,96,105,111,113,115,116,122,123],value1:111,value2:111,value_:80,value_evalu:7,value_rang:13,valueerror:[21,51],values_:84,vanilla:92,varabl:73,vardesc:[31,50,67,69,75,80],vardescbuild:31,vari:[101,105],variabl:[2,10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,60,61,62,63,65,67,68,71,73,74,76,77,80,81,84,95,96,100,102,103,105,106,115,116],variablenamemap:96,varialbl:49,varianc:[8,123],variant:[8,53,60,82,84],varibl:51,varienc:84,varient:84,variou:[31,46,77,115],varproto:81,vars_:[31,79],vartyp:[21,80,85],vartypeinfer:53,vec1:8,vec2:8,vec:83,veclib:116,vector:[2,8,9,13,14,21,29,31,36,38,51,52,61,62,69,75,76,80,84,92,95,97,121,124],vectorenable_parallel_vector:110,veloc:23,vendor:32,verb:14,verbos:[45,94],veri:[2,8,11,32,37,43,47,48,49,62,66,70,73,77,79,82,84,92,100,101,104,124],verifi:[31,95,116],version:[8,9,32,41,45,47,49,51,52,57,62,71,78,86,87,90,93,95,100,101,103,105,106,110,111,115,116,117,121],versu:29,vertic:[8,123],vgg:[9,22],via:[33,88,94,101,105,116,119,124],view:[8,57,60],vim:87,viriabl:103,virtual:[53,54,76,82,93],virtualenv:93,visibl:[40,79],visit:28,visual:[8,62,101],vlog:[36,94],voc_dim:124,voila:90,volum:[98,106],volumemount:[105,106],volumn:105,vutbr:14,wai:[2,7,9,29,38,40,43,47,54,62,65,69,70,74,77,84,92,93,94,95,113],wait:[33,38,72,103,111],walk:[4,116,122],wangkuiyi:32,want:[2,8,29,41,42,49,54,60,65,68,70,74,77,79,82,83,84,86,87,93,94,95,98,100,103,111,113,115,117,121,123,124],warn:[28,45],warp:[8,101],warpctc:8,wast:64,watch:33,wbia:[105,123],weav:47,web:[98,100],websit:[98,124],weight:[7,8,9,10,20,21,26,55,57,77,92,95,111,113,123],weight_act:9,weightlist:95,weights_:95,weights_t:95,welcom:32,well:[41,47,48,49,71,74,77,80,95,105,111,124],were:[7,32,47],west:105,wget:115,what:[6,8,32,47,49,62,69,71,73,81,83,96,100,119,124],whatev:[93,103],wheel:89,when:[1,2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,62,64,65,66,67,69,71,73,75,82,84,86,88,92,93,94,95,96,97,98,100,101,103,105,106,111,113,115,116,119,121,122],whenev:[69,94],where:[2,8,9,10,20,21,29,31,33,40,47,50,60,61,62,65,67,71,75,77,84,92,95,96,100,101,102,111,113,121,123],wherea:[31,37,48,52,82],whether:[7,8,13,15,21,28,30,31,43,70,80,84,86,87,95,96,111,116,122],which:[1,2,4,6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,57,60,61,62,63,64,66,67,68,69,70,71,72,73,74,75,76,79,80,81,83,84,86,89,92,93,94,95,96,97,100,101,103,104,105,111,113,115,116,119,122,123,124],whichev:122,while_loop:[62,84],whileloop:84,whileop:31,whl:86,who:[48,50,64,69,94,121,123],whoever:38,whole:[2,7,13,49,52,58,59,61,64,68,81,94,103,105,106,119,124],whose:[2,8,13,21,30,33,40,61,75,76,81,84,92],why:[9,30,59,93],wide:[32,49,89,104,107],width:[7,8,13,15,36,58,70,95,96],wiki:[8,32],wikipedia:[8,14],wilder:2,window:[8,11,14,65,87,93,115],wirt:51,wise:[8,15,21,73,75,97],wish:[86,89,98,103],with_avx:[86,87,103,115,116],with_bia:81,with_c_api:[86,115,116,117],with_doc:86,with_doubl:[86,95,103],with_dso:86,with_golang:86,with_gpu:[86,93,103,115,116],with_mkl:[55,56,86],with_mkldnn:56,with_mklml:56,with_profil:101,with_python:[86,103,115,116],with_rdma:[103,115,116],with_style_check:[86,94],with_swig_pi:[86,115,116],with_test:[86,96],with_tim:[101,103],within:[8,37,47,116],without:[7,8,23,33,38,69,70,73,75,96,100,103,107,115],wloop:84,wmt14:92,wmt_shrinked_data:14,won:[101,103,123],wonder:2,word2vec:[41,103],word:[2,7,8,14,50,53,61,62,73,75,81,84,92,103,113],word_dict:[103,107,124],word_dim:124,word_id:2,word_idx:14,word_vector:124,word_vector_dim:[8,62,92,121],words_freq_sort:14,work:[2,4,8,13,21,29,31,32,33,43,46,47,54,63,65,69,71,87,92,93,94,95,98,100,101,103,105,106,111,119,124],worker:[73,85,105],workercount:105,workflow:[75,105],workspac:[94,103,104,111],world:103,wors:122,worth:102,would:[28,31,32,33,40,47,48,49,50,63,65,66,69,70,71,72,73,80,84,87,93,94,100,105,115,119,122,124],wouldn:[47,50],wrap:[47,48,49,64,119],wrapper:[9,32,48,64,65,71,76,84,101],write:[2,13,21,29,33,40,46,47,48,51,53,63,65,69,70,71,73,75,76,82,84,93,99,103,105],write_lock:34,writer:[29,69],written:[21,25,31,43,49,57,65,75,76,80,86,87,96,97,100,104],wrong:[2,70],wrote:[51,73],wsize:105,www:14,x64:[115,117],x86:116,x86_64:[115,116],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,87,95,107],xavier:20,xcode:116,xcodebuild:116,xgbe0:111,xgbe1:111,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,70,90,95],xx_layer:54,xxx:[29,84,123],xxxx:34,xxxxxxxxx:105,xxxxxxxxxx:105,xxxxxxxxxxxxx:105,xxxxxxxxxxxxxxxxxxx:105,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[90,102],yaml:[32,104,105,107,119],yancey1989:41,yann:14,yapf:94,year:47,yeild:28,yep:100,yet:[47,119],yield:[2,13,29,35,70,124],yoshua:20,you:[1,2,4,6,8,9,13,28,30,41,46,79,86,87,88,89,90,92,93,94,95,98,100,101,103,104,105,107,111,113,115,116,117,119,121,122,123,124],your:[2,8,13,28,29,32,36,41,45,75,86,88,89,93,94,95,98,101,103,104,105,113,115,116,117,119,124],your_access_key_id:105,your_secrete_access_kei:105,your_source_root:59,yourself:86,yuang:47,yuyang18:[13,14],yuyang:100,z_dim:49,z_size:49,zero:[2,6,8,9,10,13,14,18,30,33,49,62,66,69,80,95,105,111,124],zhang:20,zhidao:121,zip:[14,69,115],zone:105,zxvf:105},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","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 <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Problem","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","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 <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","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","Background","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","Distributed Training","Cluster Training Using Fabric","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle On Kubernetes","Cluster Training Using OpenMPI","&lt;no title&gt;","&lt;no title&gt;","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","PaddlePaddle Documentation","Build PaddlePaddle for Android","PaddlePaddle Compiling Guide for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey","&lt;no title&gt;","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Model Zoo - ImageNet","Quick Start"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0d\u4f7f\u7528":58,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":58,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":58,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4ec5\u4ec5\u4f7f\u7528void":58,"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":59,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":78,"\u52a0\u901f\u6267\u884c":34,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u52a8\u6001\u6269\u5bb9":34,"\u539f\u56e0":58,"\u539f\u56e0\u5217\u8868":58,"\u53c2\u8003\u6587\u6863":44,"\u540d\u8bcd\u89e3\u91ca":44,"\u57fa\u672c\u8981\u6c42":58,"\u5b9e\u73b0":58,"\u5b9e\u73b0\u65b9\u5f0f":59,"\u5bfc\u51fac":58,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":58,"\u63a8\u6d4b\u6267\u884c":34,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\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,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":59,"\u672f\u8bed":34,"\u67b6\u6784\u56fe":44,"\u6846\u67b6\u751f\u6210":44,"\u6982\u5ff5\u89e3\u91ca":35,"\u6a21\u5757":44,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":59,"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u76ee\u5f55\u7ed3\u6784":59,"\u76ee\u6807":44,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u7b26\u53f7":58,"\u7c7b":58,"\u7f16\u8bd1\u9009\u9879":59,"\u7f29\u5bb9":34,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u80cc\u666f":58,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8f6c\u6362\u5e93":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":58,"\u8fdb\u884c\u8bad\u7ec3":35,"abstract":[64,71,72,73,74,119],"book\u4e2d\u6240\u6709\u7ae0\u8282":78,"case":113,"class":[49,66,69,95],"filemanager\u8bbe\u8ba1\u6587\u6863":44,"final":54,"function":[32,48,49,69,121],"new":[82,95,96],"paddle\u52a8\u6001\u5e93\u4e2d":58,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":58,"paddlepaddle\u53d1\u884c\u89c4\u8303":78,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":78,"return":70,"switch":82,"tensor\u5230eigentensor\u7684\u8f6c\u6362":97,AWS:105,Abs:5,DNS:105,EFS:105,For:[32,106],KMS:105,Not:93,The:[31,38,43,47,49,50,52,53,60,63,66,75,76,117],Use:[31,67,98,103,106,113],Using:[32,38,89,104,107,115],With:41,about:49,absolut:62,access:105,account:105,accuraci:21,action:[55,56],activ:[5,8,56],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:105,address:105,addto:8,advanc:82,adversari:122,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,61,68,71,124],all:[79,84],analysi:71,android:115,api:[0,3,55,56,59,63,65,69,77,81],appendix:[119,124],applic:3,approach:101,arbitrari:47,architectur:[71,92,124],argument:[45,70,103,110,113,115,117,124],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:105,assign:21,associ:[79,105],assumpt:119,async:111,attent:92,attribut:[6,77],auc:7,auto:30,averag:65,avg:11,aws:105,backgraound:30,background:[55,73,74,82,83,84,85,96],backward:[47,50,75,96],base:[41,62,73],basepool:11,basic:[82,119],batch:70,batch_norm:[8,21],batch_siz:70,beam:62,beam_search:8,beam_search_decod:21,benchmark:[55,56],benefit:[73,75],between:[29,69,75,81,82],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:31,bind:96,bla:86,block:[31,49,50,67,69,75],block_expand:8,blockdesc:67,book:87,bool:86,bootstrap:119,bottleneck:100,brelu:5,bring:119,bucket:105,build:[49,75,86,88,93,98,106,115,117],built:101,cach:2,can:79,capi:59,capi_priv:59,cast:21,challeng:[68,73],chang:62,check:[8,30,95,104],checker:30,checkpoint:[33,34,40],chines:121,choic:54,choos:[32,105],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,close:30,cloudform:105,cluster:[39,103,104,105,107,113,119],cmake:[32,55,56,117],code:[41,69,94,100,102],column_sum:7,command:[103,112,113,124],commit:106,common:111,commun:111,compar:119,comparis:69,compat:47,compil:[31,46,47,67,75,86,96,102,115,116,117],complet:47,compos:70,comput:[31,50,75,77,97],con:119,concat:[8,21],concept:[69,75,105],concern:56,conclus:[40,51,119],condit:49,config:[3,113],configur:[27,92,99,105,116,124],conll05:14,connect:8,constantiniti:20,construct:50,contain:[87,106],content:[55,56,59,101,105],context_project:8,contribut:[94,98],control:75,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,71,73],convolut:124,core:[30,69,105],cos_sim:[8,21],cost:8,cpu:[72,113],creat:[70,74,75,79,105,106],create_arrai:21,creation:[37,65,77],creator:70,credenti:105,crf:8,crf_decod:8,cross:[115,116,117],cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,86],cudnn:86,cudnnavg:11,cudnnmax:11,current:[46,76],custom:70,data:[8,12,13,21,33,70,71,105,106,121,122,124],datafeed:[13,17],dataprovid:[2,3,111],dataset:[12,14,33,37,103],datatyp:[13,60],decayedadagrad:10,decayedadagradoptim:23,decod:62,decor:70,deep:[31,47],defin:[96,105,124],definit:85,delet:105,demo:[49,105],dens:40,dep:89,depend:[49,86,89],deploi:41,deriv:95,describ:[47,63],descript:[45,75,111,122],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,55,56,57,60,61,62,63,64,66,67,69,70,71,72,73,74,75,76,79,80,82,84],destroi:[79,105],detail:[36,111],detect:[7,8],detection_map:7,detection_output:8,develop:[75,93,99],devic:[82,113],devicecontext:82,dictionari:[70,121],differ:[75,82,103,113],directori:105,discrimin:49,discuss:[49,73],dispatch:[33,37],distribut:[29,33,36,41,71,103,105,111],dnn:56,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,55,56,57,60,64,66,67,69,70,71,72,73,74,75,76,80,82],docker:[41,87,93,106,115],document:[98,114],doe:70,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:105,download:[105,106,121,123],dropout:[8,21],dure:[62,70],dylib:59,dynam:[33,84],dynamic_lstm:21,dynet:51,each:89,ec2:105,eigen:97,elast:105,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21,121,124],engin:49,enough:30,entri:70,environ:[41,115],eos:8,equat:95,eval:71,evalu:[7,18,42],event:[28,29],evolut:47,examin:100,exampl:[29,32,52,59,74,121,122],execut:[31,47,67,72,75],executor:[19,43],exp:5,expand:8,expandlevel:8,explain:30,extern:105,extract:[121,123],fabric:104,factor:8,factorization_machin:8,faq:[88,89],fault:33,featur:123,file:[31,100,105,106,124],fill_const:21,fill_constant_batch_size_lik:21,find:105,first_seq:8,float16:46,fluid:[16,47,64,102],format:[31,33,57,124],forward:[50,96],frame:31,framework:[30,97],from:[29,40,81,86,88],full_matrix_project:8,fulli:8,functor:82,futur:47,gan:[49,122],gate:92,gated_unit:8,gener:[49,62,92,93,100,119,122],get:[90,106],get_output:8,give:70,global:[67,69],gotcha:93,gpu:[87,101,111,113],gradient:[30,38,56,76,95],gradient_print:7,graident:30,graph:[50,51,73,75,77],group:[8,105],gru:[9,111],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,guid:116,hand:101,handler:[29,58],happen:40,hardwar:46,helper:69,hierarchi:31,high:[63,65,77,81],how:[30,36,65,70,75,82,86,96,97,98,99,101],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:116,iam:105,ident:5,identifi:100,identity_project:8,ifels:52,ifelseop:31,imag:[8,9,15,41,87,106,115],imagenet:123,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,57,61,64,65,69,70,72,75,76,77,95,96,97,122],increment:21,infer:[28,115,124],infershap:[67,80],infervartyp:53,info:123,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,105,113],input_typ:2,insid:79,inspect:105,instal:[88,89,90,105,115,116,117,119,124],instanc:105,instead:70,integr:[82,105],intel:[55,56],interact:81,interfac:[12,13,15,30,33,38,39,43,63,70,74,79,123],intermedi:75,interpol:8,introduc:[62,84],introduct:[1,77,103,121,123],isn:70,issu:46,job:[33,41,104,105,106,107],join:8,kei:[55,60,105],kernel:[60,75],kill:104,kmax_sequence_scor:8,kube:105,kubectl:105,kubernet:[41,105,106],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:8,launch:[87,104,107],layer:[8,21,29,48,55,56,69,95,113],layout:60,learn:[31,47],learnabl:8,less_than:21,leval:81,level:[63,65,77,81],libpaddle_capi_shar:59,libpaddle_capi_whol:59,librari:[38,46,60,75,82,115],limit:71,line:[103,112,124],linear:5,linear_chain_crf:21,linear_comb:8,linux:[104,115],list:[34,70],local:[71,74,79,105,113],lod:62,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[61,62,84],lodtensordesc:85,log:[5,94,124],logic:37,logist:124,look:100,low:[65,77,81],lstm:[9,111],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,62],macro:75,main:49,manag:[32,103],map:[70,75],master:[33,37,41],math:[8,82],mathemat:30,matrix:[56,111],max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,61,82],merge_lod_tensor:21,messag:81,method:62,might:49,migrat:75,mileston:75,mini:70,minibatch:13,misc:8,mix:[8,113],mkl:[55,56],mnist:[14,122],mobil:118,model:[2,3,27,29,36,38,40,47,49,57,62,91,92,104,113,121,122,123,124],modifi:106,modul:[75,82,97],momentum:10,momentumoptim:23,more:49,motiv:[43,57,64,68],movielen:14,msrainiti:20,mul:21,multi:72,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:70,multiplex:8,mxnet:51,name:[79,105],nccl:64,nce:8,necess:69,necessari:75,need:[70,93,101],nest:61,net:22,network:[9,75,92,113,122,123,124],neural:[92,124],nlp:[9,111],non:2,norm:[8,77],normaliniti:20,note:30,numer:30,numpi:30,nvprof:101,nvvp:101,object:33,observ:[121,123],offset:62,ones:21,onli:[70,79],op_mak:75,openmpi:107,oper:[48,52,60,65,67,69,73,75,76,80,84,96],opinfomap:75,opkernel:[75,82,96],opproto:81,ops:77,optim:[10,23,33,38,50,63,69,99,124],option:[45,86,121],opwithkernel:75,order:45,org:98,origin:75,orthogon:79,other:56,out_prod:8,outlin:110,output:[8,104,105],overview:[40,43,55,56,75,79,102,124],pack:[55,62],packag:[32,89],pad:8,paddl:[36,64,70,79,97],paddlejob:41,paddlepaddl:[29,31,47,55,56,65,67,71,77,78,86,87,89,98,102,105,106,114,115,116,117,121],pair:105,paradigm:47,parallel_nn:113,paramattr:24,paramet:[6,8,28,29,33,38,39,41,56,65,66,69,73,77,103,105,111,112,121,123],parameteraverageoptim:65,paraphras:121,parent:79,part:50,partit:38,pass:[86,113],path:[40,45],penalti:77,perform:[65,100,101,111],persist:37,pfsclient:[44,45],pfsserver:44,pip:89,place:[60,82],placement:71,platform:103,pnpair:7,point:[55,105],pool2d:21,pool:[8,11],pose:[53,76],potenti:54,power:8,precision_recal:7,predict:[4,123],prefetch:70,prelu:8,prepar:[103,104,105,107,116,121,122],preprocess:[121,124],pretrain:121,print:7,privat:105,pro:119,problem:[42,53,54,60,63,76,83],procedur:119,process:[33,38,41,63,75,93],profil:[25,100,101],program:[31,47,67,69,72,87,103],programdesc:67,project:32,propos:[53,76,77],protobuf:80,protomak:96,provid:[2,70,124],prune:68,pserver:40,pull:87,pydataprovider2:2,python:[4,30,41,55,56,61,63,65,69,70,71,77,81,85,95,96,100,123,124],qualiti:75,queue:[33,37],quick:[90,124],randomnumb:111,rank:7,rank_cost:8,raspberri:117,reader:[12,13,29,70],realiz:75,recoveri:33,recurr:[8,9,92,124],recurrent_group:8,reduce_sum:21,ref:30,refactor:75,refer:[2,55,56,71,73,101],region:105,regist:[53,75,81,96],registr:[75,76],registri:75,regress:124,regular:[26,38,77],rel:62,relat:[75,84],relu:5,remark:96,remot:[39,74],render:105,repeat:8,represent:[31,75],requir:[32,49],reshap:[8,21],resiz:8,resnet:123,result:[104,106],retri:37,reus:69,review:94,revis:121,rmsprop:10,rnn:[61,84,91,92,111],rnnop:[31,61,75],roi_pool:8,rotat:8,route53:105,row:80,row_conv:8,row_l2_norm:8,run:[43,86,87,96,102,106],runtim:[41,71,89],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,61,75,79],script:106,search:62,secur:105,select:[38,80],selectedrow:80,selective_fc:8,sentiment:14,separ:75,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[62,92],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,sequenti:2,server:[33,37,38,41,73,103,105,111],servic:105,session:[71,74],set:112,setup:[105,115],sextant:119,sgd:111,sgdoptim:23,shape:62,share:[29,79],should:79,shrink_memori:21,shuffl:70,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:[62,92],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:70,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,55,60,68,76,83],some:93,sourc:[86,88,102],spars:[38,39,40,80,113],specifi:[113,121],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,standard:[94,124],stanh:5,start:[29,90,103,105,106,124],startup:106,statement:42,step:[61,88],storag:77,store:33,structur:122,style:94,sub_nested_seq:8,subcommond:45,submit:41,suffici:70,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:[57,124],support:[46,64,82,84],survei:[46,51,77,119],synopsi:45,system:[47,105],tabl:59,table_project:8,tanh:5,task:[33,37],tear:105,tecton:119,templat:105,tensor:[8,75,82,97],tensorarrai:[62,84],tensordesc:85,tensorflow:51,test:[55,56,86,94,95,96,111,113],text_conv_pool:9,theori:30,thi:79,think:49,three:84,time:102,timelin:40,timer:101,tip:101,todo:[34,35,72],togeth:79,toi:122,toler:33,tool:[32,98,101,103,119],toolchain:117,topic:82,topk:21,toward:47,train:[28,29,33,36,39,41,63,70,71,87,103,104,105,106,107,111,113,121,122,124],trainer:[28,33,38,40,41,103,105],tran:8,trans_full_matrix_project:8,transfer:124,translat:62,transpil:[64,72],transpos:21,tune:[101,111],ture:47,tutori:121,two:30,type:[60,86,96],uci_h:14,uniform:84,uniforminiti:20,unit:[55,56,94,95,96,111],unpack:62,updat:[29,39,40,98,105],usag:[61,62,70,97,99],use:[36,70,97],user:[33,121],using:93,util:7,value_print:7,vardesc:85,variabl:[69,75,79,85],vector:111,verifi:105,version:[46,89],vgg_16_network:9,visual:123,volum:105,vpc:105,warp_ctc:8,weightdecayregular:26,what:[36,40,93,101],when:[40,79],whl:89,why:[46,47,65,70,75,84,101],wmt14:14,word:[121,124],workflow:94,wrapper:95,write:[94,95,96,98,124],www:98,xavieriniti:20,yaml:106,your:87,zero:21,zoo:123}})
\ No newline at end of file
+Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/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/kernel_hint_design","design/mkl/mkl_packed","design/mkl/mkldnn","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","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/multi_cpu","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/switch_kernel","design/tensor_array","design/var_desc","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/dev/write_docs_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/read_source","howto/usage/cluster/cluster_train_en","howto/usage/cluster/fabric_en","howto/usage/cluster/k8s_aws_en","howto/usage/cluster/k8s_en","howto/usage/cluster/openmpi_en","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_ios_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_en","v1_api_tutorials/gan/index_en","v1_api_tutorials/imagenet_model/resnet_model_en","v1_api_tutorials/quick_start/index_en"],envversion:50,filenames:["api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/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/kernel_hint_design.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.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/multi_cpu.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/switch_kernel.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/dev/write_docs_en.rst","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","howto/usage/cluster/cluster_train_en.md","howto/usage/cluster/fabric_en.md","howto/usage/cluster/k8s_aws_en.md","howto/usage/cluster/k8s_en.md","howto/usage/cluster/openmpi_en.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_ios_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_en.md","v1_api_tutorials/gan/index_en.md","v1_api_tutorials/imagenet_model/resnet_model_en.md","v1_api_tutorials/quick_start/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]},"paddle.v2":{image:[15,2,0,"-"]},"paddle.v2.fluid":{regularizer:[26,2,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,1,1,""],states:[18,1,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,3,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,0,1,""],center_crop:[15,0,1,""],left_right_flip:[15,0,1,""],load_and_transform:[15,0,1,""],load_image:[15,0,1,""],load_image_bytes:[15,0,1,""],random_crop:[15,0,1,""],resize_short:[15,0,1,""],simple_transform:[15,0,1,""],to_chw:[15,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","attribute","Python attribute"],"2":["py","module","Python module"],"3":["py","class","Python class"]},objtypes:{"0":"py:function","1":"py:attribute","2":"py:module","3":"py:class"},terms:{"0000x":124,"00186201e":4,"00m":101,"03m":101,"0424m":101,"0473v3":9,"055ee37d":105,"0630u":101,"06u":101,"0810u":101,"08823112e":4,"0957m":101,"0_cudnn5":86,"0_cudnn5_avx_mkl":89,"0_cudnn7_avx_mkl":89,"0ab":8,"0rc":103,"0rc1":78,"0rc2":78,"0x10f256d50":51,"0x7ffe4de00110":51,"100gb":101,"100gi":105,"10g":41,"10m":101,"1150u":101,"11\u5b9e\u73b0\u4e86c":59,"11e6":106,"12194102e":4,"124n":101,"13m":106,"1490u":101,"15501715e":4,"1550u":101,"15mb":124,"16mb":124,"16u":101,"173m":123,"173n":101,"1770u":101,"18ad":105,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":106,"197u":101,"1gb":101,"1st":[21,121,123],"210u":101,"211839e770f7b538e2d8":9,"215n":101,"228u":101,"234m":123,"2520u":101,"252kb":124,"25639710e":4,"25k":124,"2680u":101,"27787406e":4,"279n":101,"27m":101,"285m":101,"2863m":101,"28m":101,"28x28":2,"2977m":101,"2cbf7385":105,"302n":101,"30u":101,"32777140e":4,"328n":101,"32u":101,"32x32":14,"331n":101,"3320u":101,"36540484e":4,"365e":105,"36u":101,"3710m":101,"3768m":101,"387u":101,"38u":101,"3920u":101,"39u":101,"3rd":116,"4035m":101,"4090u":101,"4096mb":111,"4279m":101,"43630644e":4,"43u":101,"448a5b355b84":106,"4560u":101,"4563m":101,"45u":101,"4650u":101,"4726m":101,"473m":106,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":111,"50bd":105,"50gi":105,"51111044e":4,"514u":101,"525n":101,"526u":101,"53018653e":4,"536u":101,"5460u":101,"5470u":101,"54u":101,"5690m":101,"573u":101,"578n":101,"5798m":101,"586u":101,"58s":106,"5969m":101,"5_cudnn5_avx_mkl":89,"6080u":101,"6140u":101,"6305m":101,"639u":101,"64m":57,"655u":101,"6780u":101,"6810u":101,"682u":101,"6970u":101,"6ce9":105,"704u":101,"70634608e":4,"7090u":101,"72296313e":4,"72u":101,"73u":101,"75u":101,"760u":101,"767u":101,"783n":101,"784u":101,"78m":101,"7eamaa":14,"7kb":106,"8250u":101,"8300u":101,"830n":101,"849m":101,"85625684e":4,"861u":101,"8661m":101,"892m":101,"901n":101,"90u":101,"918u":101,"9247m":101,"924n":101,"9261m":101,"93137714e":4,"9330m":101,"94u":101,"9530m":101,"96644767e":4,"983m":101,"988u":101,"997u":101,"99982715e":4,"99m":123,"99u":101,"9a235":116,"9f18":106,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":78,"\u4e00\u822c\u7531mkl":56,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":78,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":59,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":58,"\u4e0d\u4f7f\u7528c":58,"\u4e0d\u4f7f\u7528swig":58,"\u4e0d\u540c":56,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":58,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":58,"\u4e0d\u5728":59,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":58,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":58,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0e":56,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":56,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":78,"\u4e0e\u53ef\u80fd\u6709\u7684":78,"\u4e0ebatch":55,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":59,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":58,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":58,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":78,"\u4e2a\u6027\u5316\u63a8\u8350":78,"\u4e2d":[55,56,58,59],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":56,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5b8c\u5168\u4e00\u81f4":58,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":56,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":59,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":55,"\u4e2d\u5f15\u5165\u7684":55,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":56,"\u4e2d\u6839\u636e":55,"\u4e2d\u6dfb\u52a0":55,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":56,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":78,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e3a":[55,56],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":56,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":59,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":56,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":55,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":56,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":56,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":56,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":56,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":59,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":59,"\u4e5f\u4e0d\u751f\u6210":59,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":56,"\u4e66\u5199":58,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec5\u4ec5\u4f7f\u7528":58,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":56,"\u4ece":78,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":55,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":59,"\u4ed6\u662f\u5c06":59,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":58,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":58,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":56,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\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\u7b80\u79f0rnn":55,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u53ca":55,"\u4ee5\u53canumpi":35,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":56,"\u4ee5\u793a\u533a\u5206":[55,56],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":55,"\u4f18\u5316\u540e":55,"\u4f1a\u4ee5":[55,56],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":55,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":56,"\u4f1a\u5728":56,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":56,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":58,"\u4f1a\u5f15\u5165":56,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":58,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":56,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":56,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f20\u5165":35,"\u4f46":59,"\u4f46\u4e0d\u66b4\u9732":59,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":78,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":78,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":59,"\u4f46\u662f\u5728mkl":56,"\u4f46\u662f\u5728paddlepaddle\u4e2d":56,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":56,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":56,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":58,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":58,"\u4f7f\u7528":[56,59,78],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u52a8\u6001\u5e93":58,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":59,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":59,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":58,"\u4f7f\u7528c":59,"\u4f7f\u7528c99\u505a\u63a5\u53e3":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":58,"\u4f7f\u7528regress":78,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":58,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":58,"\u4f7f\u7528void":58,"\u4f8b\u5982":[35,58,59,78],"\u4f8b\u5982\u5728deepspeech2":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":58,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":58,"\u4f8b\u5982\u5bf9\u4e8epython":58,"\u4f8b\u5982c":58,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":58,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":58,"\u4f8b\u5982python\u7684":58,"\u4f8b\u5982rnn":55,"\u4f9d\u6b21\u7c7b\u63a8":78,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":58,"\u4fee\u590d\u6240\u6709bug\u540e":78,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":78,"\u4fee\u590dubuntu":78,"\u4fee\u6539":[56,78],"\u4fee\u6539\u6210":78,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":78,"\u505a\u63a5\u53e3":58,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":56,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":55,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":59,"\u5171\u4eab\u5185\u5b58":56,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":55,"\u5176\u4e2d":[58,78],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":59,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":78,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":55,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":59,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":59,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":56,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[55,56],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":56,"\u5177\u4f53\u8bf7\u53c2\u8003":59,"\u5185\u90e8\u5b58\u50a8":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":58,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":58,"\u518d\u57fa\u4e8e":78,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":55,"\u5199\u4ee3\u7801":58,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u51fd\u6570":[55,56],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u540d\u4e3a":59,"\u51fd\u6570\u547d\u540d":58,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":56,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u652f":78,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":78,"\u5206\u652f\u4e2d":78,"\u5206\u652f\u4e3a\u5f00\u53d1":78,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":78,"\u5206\u652f\u4e3a\u7a33\u5b9a":78,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":78,"\u5206\u652f\u5408\u5165":78,"\u5206\u652f\u5408\u5165master\u5206\u652f":78,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":78,"\u5206\u652f\u540d\u4e3a":78,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":78,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":78,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":78,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":78,"\u5206\u7247":34,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u5ffd\u7565":34,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u521b\u5efa":56,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5230":34,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":55,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":78,"\u52a8\u6001\u5e93":58,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":59,"\u5305\u62ec":[35,55,56],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ecmkl":56,"\u534f\u540c\u5b8c\u6210releas":78,"\u5355\u4e2a\u503c":35,"\u5355\u70b9\u6545\u969c":34,"\u5373":59,"\u5373\u4f7f\u7528":59,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5373\u4f7fc":59,"\u5373\u4f8b\u5982":59,"\u5373\u4fbfpaddl":59,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":59,"\u5373\u66b4\u9732":59,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":56,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":58,"\u539f\u6765\u7684\u65b9\u6848":56,"\u53c2\u6570":58,"\u53c2\u8003":[44,58],"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":56,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53d1\u5e03\u5230dockerhub":78,"\u53d1\u5e03\u5230github":78,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":56,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":59,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":58,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":58,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u7528":44,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":78,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":55,"\u540c\u4e00\u6b21\u524d\u5411":55,"\u540c\u65f6":[55,56],"\u540c\u65f6\u4f1a\u5f00\u542fintel":56,"\u540c\u65f6\u518d\u5c06":78,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":56,"\u540c\u65f6\u63d0\u8d77":78,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":56,"\u540d\u5b57\u4fee\u9970":58,"\u540e\u5411":55,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":55,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":78,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":58,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u548c":[35,55,56,58,59,78],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":56,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":58,"\u56e0\u6b64":55,"\u56fe\u50cf\u5206\u7c7b":78,"\u5728":[55,56,59,78],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":78,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":56,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":59,"\u5728\u5bf9\u5e94\u7684":55,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":55,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":59,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6709\u666e\u901a\u7684cpu":56,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6837\u4f8b\u4e2d":59,"\u5728\u7528\u6237\u4f7f\u7528c":59,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":56,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":78,"\u5728\u8fd9\u4e2a":78,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":78,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":59,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":59,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":56,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":55,"\u5728batch":55,"\u5728c":58,"\u5728c\u7684\u5934\u6587\u4ef6":58,"\u5728packing\u4e0a\u7684\u8017\u65f6":55,"\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,"\u5728paramet":34,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":55,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":59,"\u5747\u662f\u5728":59,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u5916\u90e8\u5b58\u50a8":56,"\u591a\u4e2a\u503c":35,"\u591a\u4e2aparamet":34,"\u591a\u6b21\u8c03\u7528":55,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":58,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":56,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":58,"\u5982\u679c\u5728\u4f7f\u7528mkl":56,"\u5982\u679c\u5931\u8d25":78,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":56,"\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\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":78,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":59,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":58,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":78,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":58,"\u5982\u679cmkl":56,"\u5982\u679cparamet":34,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":56,"\u5b57\u6bb5\u8bbe\u4e3a":78,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b66\u4e60\u6210\u672c\u9ad8":58,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":56,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":56,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":56,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":59,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":56,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":56,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b9a\u4e49":56,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":56,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":56,"\u5b9e\u73b0\u7b80\u5355":58,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":58,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":58,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":55,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":58,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":58,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":55,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":56,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":55,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":59,"\u5bf9\u4e8e\u6bcf\u79cdc":59,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":55,"\u5bf9\u6bd4":58,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":55,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":55,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":59,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":78,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":56,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":59,"\u5c06":78,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u5927\u91cf\u7684":58,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":78,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":78,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":56,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":58,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e14\u4f1a\u5199\u597d":56,"\u5e76\u4e14\u4f7f\u7528":59,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":56,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":58,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":55,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":58,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u5e76\u5220\u9664":78,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":78,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":55,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5c06":78,"\u5e76\u5c06c":59,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":56,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":58,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":55,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":78,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":78,"\u5efa\u8bae":78,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":59,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":78,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":78,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":78,"\u5f00\u5934":[55,56],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":55,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":78,"\u5f53\u53ea\u505a\u63a8\u65ad":55,"\u5f53\u5f00\u542f":56,"\u5f53\u6253\u5f00":56,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":56,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":56,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":59,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":56,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"\u5f97\u4f7f\u7528":58,"\u5fc5\u8981":59,"\u5fc5\u987b\u5206\u522b\u4e0e":56,"\u60c5\u611f\u5206\u6790":78,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":59,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":56,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":56,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":56,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":55,"\u6211\u4eec\u4f1a\u628amkl":56,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[55,56],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":56,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":55,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":56,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u6211\u4eec\u8ba1\u5212\u5c06":55,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":56,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":55,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6216\u8005":[56,58,59],"\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\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216activ":56,"\u6240\u4ee5":56,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":56,"\u6240\u4ee5\u5728":56,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":56,"\u6240\u4ee5\u6574\u4f53\u4e0a":56,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":56,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":56,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":59,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":56,"\u6240\u6709\u7684":55,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":59,"\u6240\u6709\u76f8\u5173\u7684":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":59,"\u6240\u6709mkl":56,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":56,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":59,"\u628a":35,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u63a5\u53e3":[58,59],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":59,"\u63a5\u53e3\u662f":35,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":56,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":56,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u6570\u636e":44,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":58,"\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,"\u6587\u4ef6":58,"\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":58,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":78,"\u65b0\u7248\u672c":56,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":78,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":55,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":56,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":56,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":58,"\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\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":56,"\u65f6":[34,55,56],"\u65f6\u4e00\u8d77\u66f4\u65b0":56,"\u662f":[44,56],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":58,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":59,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":58,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":59,"\u662f\u5426\u6253\u5f00":55,"\u662f\u56e0\u4e3ac99\u652f\u6301":58,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u6307":59,"\u662f\u7528\u6237\u4f7f\u7528c":59,"\u662fc":59,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":55,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":59,"\u6700\u540e\u5220\u9664":78,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":58,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[55,56],"\u6709\u6807\u51c6\u7684":58,"\u6709\u7684\u65f6\u5019":58,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":78,"\u672c\u6587\u6863\u63cf\u8ff0paddl":59,"\u673a\u5668\u7ffb\u8bd1":78,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":55,"\u6765\u5b9e\u73b0":56,"\u6765\u786e\u4fdd\u628a":58,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":58,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8fdb\u884c\u8ba8\u8bba":59,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":78,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":56,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\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\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":58,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":55,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":56,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6bcf\u4e00\u4e2a":78,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e2a":56,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":56,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":56,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":55,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u969410\u5206\u949f":34,"\u6bd4\u5982":[35,56],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":56,"\u6bd4\u5982\u5c06":78,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":55,"\u6ce8":34,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[55,56],"\u6ce8\u610f":56,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":56,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":56,"\u6d4b\u8bd5docker\u955c\u50cf":78,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6df1\u5165paddlepaddl":56,"\u6dfb\u52a0":55,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[55,56],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":56,"\u7136\u540e\u5728\u524d\u5411":55,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7248\u672c\u5206\u652f":78,"\u7248\u672c\u53f7":78,"\u7248\u672c\u53f7rc":78,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":78,"\u7279\u6709\u7684\u8bbe\u5907id":56,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":55,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":58,"\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\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":58,"\u751f\u6210\u6587\u6863":58,"\u751f\u6210\u7684":35,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210api\u6587\u6863":58,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u7528":44,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":56,"\u7528\u4e8e\u7ba1\u7406mkl":56,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":55,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":56,"\u7528\u4e8emkl":[55,56],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":59,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":59,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u901a\u8fc7c":59,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":55,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8ec":58,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8emkl":56,"\u7531\u4e8epypi":78,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":56,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7684\u4e00\u4e2a\u5b50\u96c6":56,"\u7684\u4fe1\u606f":56,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":56,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u7684\u57fa\u672c\u903b\u8f91":56,"\u7684\u5934\u6587\u4ef6":58,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":56,"\u7684\u60c5\u51b5\u4e0b":55,"\u7684\u63a5\u53e3\u6837\u5f0f":58,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u65f6\u5019":56,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":56,"\u7684\u683c\u5f0f\u5b58\u50a8":56,"\u7684\u6982\u5ff5":56,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":58,"\u7684\u7ed3\u679c":55,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":55,"\u7684\u89c4\u8303":58,"\u7684\u89d2\u5ea6":35,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684flag":[55,56],"\u7684vanilla":55,"\u76ee\u524d\u53ea\u8003\u8651":56,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":56,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":56,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u7684\u4f18\u5316":56,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":58,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":55,"\u76ee\u5f55\u4e0b":59,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":56,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":58,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":59,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":58,"\u76f8\u5173\u5c42":55,"\u77e9\u9635\u5927\u5c0f\u662f":55,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":58,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":58,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u7b2c\u4e00\u4e2atag\u4e3a":78,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":78,"\u7b2c\u4e8c\u4e2a\u4e3a":78,"\u7b49":[56,59],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":59,"\u7b49\u6587\u4ef6":59,"\u7c7b\u4f3c":59,"\u7c7b\u540d\u548cc":58,"\u7c7b\u578b":58,"\u7ea2\u697c\u68a6":121,"\u7ed3\u8bba":58,"\u7edf\u4e00\u7528":35,"\u7f16\u8bd1\u5668\u6ca1\u6709":58,"\u7f16\u8bd1\u578b\u8bed\u8a00":58,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":56,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":78,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":78,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":78,"\u7f16\u8bd1c":59,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":78,"\u7f16\u8bd1ubuntu\u7684deb\u5305":78,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":59,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":58,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":59,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":58,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":58,"\u800c\u5bf9\u4e8egolang":58,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":58,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":59,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":58,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":59,"\u826f\u597d\u7684\u6587\u6863":58,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":56,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":59,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":56,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":58,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":58,"\u8ba1\u5212\u5728":[55,56],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba9paddle\u6838\u5fc3\u4e2d":59,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":78,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":78,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":78,"\u8bbe\u7f6e":59,"\u8bc6\u522b\u6570\u5b57":78,"\u8bcd\u5411\u91cf":78,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":55,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":56,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":78,"\u8bf4\u660e":34,"\u8bf7\u53c2\u8003":59,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":56,"\u8f6c\u6362\u5197\u4f59":55,"\u8f6c\u6362\u51fd\u6570":56,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":55,"\u8f93\u5165\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":56,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":55,"\u8fd1\u671f\u76ee\u6807":56,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":78,"\u8fd8\u662f\u4ece":35,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":59,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":55,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":59,"\u8fd9\u4e09\u4e2a\u5206\u652f":78,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":55,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":59,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":59,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":59,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":58,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":58,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":59,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":59,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":59,"\u8fd9\u4e2a\u9009\u62e9":[55,56],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":59,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e9b\u4f1a\u5728":[55,56],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":56,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":58,"\u8fd9\u662f\u56e0\u4e3a":58,"\u8fd9\u6837":59,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":56,"\u8fd9\u6837\u4fdd\u8bc1":78,"\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\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":56,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":56,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":58,"\u8fd9\u91cc":56,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fdb\u4e00\u6b65\u4f18\u5316":56,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":78,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":56,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u901a\u5e38":59,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":55,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":59,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":78,"\u90a3\u4e48":59,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":56,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":56,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":56,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":56,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":58,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":58,"\u91cc\u9762\u6dfb\u52a0":56,"\u91cd\u5199\u7236\u7c7blayer\u7684":56,"\u91cd\u547d\u540d\u6210":58,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":58,"\u9519\u8bef\u5904\u7406":58,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":58,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":58,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":59,"\u96c6\u6210\u5230":55,"\u96c6\u6210\u5230paddlepaddl":56,"\u9700\u8981":35,"\u9700\u8981\u4fee\u6539build":78,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":59,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":78,"\u9700\u8981\u5f15\u7528":59,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":58,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[56,78],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":56,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":59,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":78,"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":55,"abstract":[43,47,65,77,79,95,111],"api\u4e2d\u4f7f\u7528":58,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":59,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":59,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":59,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":59,"api\u65f6":59,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":59,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":59,"api\u66b4\u9732\u7684\u7c7b\u578b":59,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":59,"api\u7684\u5b9e\u4f8b":59,"api\u7684\u5b9e\u73b0\u7ec6\u8282":59,"api\u7684\u63a5\u53e3":59,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":59,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":59,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":59,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":59,"apis\u505a\u4e86\u5c01\u88c5":55,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":78,"boolean":[21,43,45,52,58],"break":[13,32,84,124],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":78,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":78,"byte":[15,44,57],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":58,"c\u6709\u6807\u51c6\u7684abi":58,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":58,"case":[8,20,21,36,43,47,59,65,68,70,71,75,92,95,96,101,105,112,119,122,124],"char":38,"class":[4,5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,58,62,63,67,71,75,76,77,79,80,81,82,84,96,97,102,110],"compute\u51fd\u6570":55,"const":[31,36,38,46,53,54,66,68,76,79,81,82,83,84,95,96,97],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":59,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":59,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":59,"core\u6982\u5ff5":59,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"deb\u5305":78,"deb\u5305\u7f16\u8bd1\u95ee\u9898":78,"default":[2,6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,57,60,61,68,69,79,80,81,85,86,87,89,93,94,96,100,103,104,105,106,111,113,115,116,117,119,124],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":56,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":56,"dnn\u4e2d\u7684":56,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":56,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"dnn\u4f1a\u7528\u5230":56,"dnn\u5171\u540c\u4f7f\u7528":56,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":56,"dnn\u5728\u53d1\u5e03":56,"dnn\u5b9e\u73b0":56,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":56,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":56,"dnn\u7684":56,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":56,"dnn\u7684\u6027\u80fd":56,"dnn\u7684\u60c5\u51b5\u4e0b":56,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":56,"dnn\u7684\u6d4b\u8bd5":56,"dnn\u7684\u73af\u5883\u4e0b":56,"dnn\u7684\u76f8\u5173\u529f\u80fd":56,"dnn\u7684\u7ed3\u679c":56,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":56,"dnn\u7684layer":56,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":56,"enum":[36,38,60,67,80,81,85],"export":[47,51,87,98,103],"final":[8,9,30,51,61,62,84,95,96],"float":[2,6,7,8,10,13,21,46,53,81,82,83,95,96,97,101,113,121,123],"function":[2,4,8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,61,62,65,66,67,68,70,71,73,75,76,77,79,81,83,84,92,95,96,97,100,101,103,111,119,122,124],"golang\u53ef\u4ee5\u4f7f\u7528":58,"golang\u7684":58,"h\u5e76\u4e0d\u56f0\u96be":58,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"import":[2,4,7,8,29,31,32,49,51,52,61,62,67,73,79,89,90,92,96,101,103,105,117,121,122,123,124],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"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":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,58,59,67,69,70,72,80,81,82,84,85,95,97,103,113,124],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":58,"layer\u65f6":56,"layer\u7684\u540e\u9762\u63a5\u6709cpu":56,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":78,"long":[1,8,9,13,47,101],"mkl\u5e93\u7684":55,"mklml\u4ee5\u53camkl":56,"mklml\u53ef\u4ee5\u4e0emkl":56,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":56,"mode\u4e0b\u7684\u7ed3\u679c":55,"model\u505a\u5206\u652f\u7ba1\u7406":78,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"new":[2,8,13,30,31,32,33,36,37,38,39,40,46,47,55,60,62,65,69,70,71,74,75,77,81,84,90,93,94,99,105,106,119,122,124],"note\u7684\u4e66\u5199":78,"null":[51,95,111],"op\u7684\u4fe1\u606f":56,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":56,"org\u76ee\u524d\u9075\u5faa":78,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":55,"packed\u76f8\u5173\u529f\u80fd":55,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":58,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":58,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":58,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":58,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":59,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":58,"paddle\u7684c":59,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":59,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":58,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":59,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":58,"paddle_\u7c7b\u578b\u540d":59,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":59,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":56,"paddlepaddle\u4f7f\u7528git":78,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":78,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":78,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":78,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":78,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":56,"patch\u53f7":78,"patch\u53f7\u52a0\u4e00":78,"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,"public":[14,18,31,46,48,53,76,79,81,82,84,95,96,97,103,105,106],"py\u4e2d":78,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":78,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"release\u9875\u9762":78,"resnet\u7684mkl":56,"return":[2,6,7,8,9,11,13,14,15,18,21,23,28,29,30,31,35,36,38,41,42,46,48,49,51,53,54,61,62,63,67,68,69,71,74,76,79,81,82,84,92,95,96,97,105,122,123,124],"rnn\u90e8\u5206\u4e2d":55,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"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,"short":[8,9,46,49,69,79,84,96],"static":[28,38,59,79,81,105,116,119],"super":[69,95],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":58,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":58,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"swig\u76f4\u63a5\u8bfb\u53d6c":58,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":58,"switch":[31,59,74,105],"tag\u4e3a":78,"throw":105,"true":[2,6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,55,63,67,68,70,78,81,84,92,95,103,105,111,113,123],"try":[32,33,36,37,38,47,51,70,79,87,89,93,101,116,122],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":59,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":78,"var":[31,48,50,52,63,67,68,69,75,79,84,98],"void":[31,36,38,43,46,48,53,57,58,59,67,68,80,81,82,83,95,96,97],"wheel\u5305":78,"while":[1,2,6,13,21,31,40,47,51,54,62,65,66,70,77,79,82,92,96,97,111,122,124],AGE:[105,106],AWS:[13,35,103,108,109],And:[2,7,8,10,13,14,15,21,28,30,36,40,41,43,49,51,60,64,70,79,82,92,105,113,121,123],But:[2,8,9,13,21,30,48,54,60,79,89,94,103,119],EOS:8,For:[1,2,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,57,60,61,62,65,66,67,68,69,70,71,74,75,76,77,80,81,82,83,85,86,87,90,92,94,95,96,97,100,101,110,111,113,115,117,119,121,123,124],Has:2,IDE:[93,116],IDs:[14,21,40,62,124],IPs:103,IRs:71,Ids:124,Into:105,Its:[2,7,80,92,96,105],K8s:119,NMS:8,NOT:[69,96],Not:[29,33,89,119],ONE:2,OPs:[71,73],One:[7,9,21,28,30,40,57,60,74,79,83,92,95,111,122,124],Ops:[75,77,81,96],PFS:44,PRs:98,QoS:106,Such:[53,69,84],THE:2,TLS:[29,44,105],That:[8,13,64,87,111,113],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,45,46,51,54,57,59,61,62,64,65,67,68,69,70,71,73,74,77,79,80,81,82,83,84,85,87,89,92,93,94,95,96,97,98,100,101,102,103,104,105,106,111,113,115,120,121,122,123,124],Their:[2,8,33],Then:[4,8,9,48,53,64,68,86,87,89,92,95,100,101,103,105,106,107,121],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,60,61,62,65,66,69,71,77,79,80,82,96,101,105,115,116,122,123,124],These:[7,15,31,46,50,63,77,80,81,86,103,113],Use:[2,7,13,29,45,70,72,75,86,95,100,101,105,111,112,117],Used:[9,18,22,75,82],Useful:2,Uses:116,Using:[33,47,65,70,75,77,79,88,93,97,106],VMs:93,VPS:105,WITH:117,Will:[13,28],With:[2,8,9,47,64,67,84,122],YES:41,Yes:[56,87,93],___fc_layer_0__:105,__align__:46,__cuda_align__:46,__device__:46,__doc__:81,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:81,__init__:[42,49,63,69,84,95,100],__main__:[49,123],__metaclass__:96,__name__:[49,123],__param_conf__:28,__rnn_step__:92,__tmp_params__:28,__va_args__:76,__x:46,_binari:32,_create_global_var:69,_dtype:51,_error:122,_librari:32,_link:9,_loss:49,_op:[51,96],_proj:8,_res2_1_branch1_bn:123,_source_language_embed:[92,121],_target_language_embed:[92,121],_test:32,_update_op:42,_value_index:51,a75:46,a_op:96,aaaaa:35,aaaaaaaaaaaaa:105,abbrevi:15,abc:8,abi:115,abil:49,abl:[8,29,53,63,69,71,74,85,119,122],about:[4,9,15,31,32,41,45,61,70,71,79,81,82,87,89,90,96,100,101,105,110,111,115,117],abov:[2,4,7,8,21,29,31,32,33,37,46,47,48,50,61,62,63,64,65,67,69,71,74,81,84,87,88,90,93,94,96,97,100,101,105,106,115,119,122,123,124],abs:[9,20,30,49,122],abs_numerical_grad:30,absolut:[1,87,115,117],acceler:[8,34,56,64,65,87,113],accept:[2,4,6,8,13,21,29,75,115,124],access:[1,8,9,21,29,32,37,40,41,69,71,89,92,103],accessmod:105,accessor:69,accord:[1,2,7,8,15,21,30,38,50,62,71,73,75,84,96,103,110,111,113],accordingli:[4,7,8,95],account:[75,94,119],accrodingli:36,accumul:[33,38,42,64,65],accur:[30,40],accuraci:[7,18,42,95,124],achiev:[64,65,82,101],ack:111,acquir:47,across:[8,13,61],act1:51,act2:51,act:[8,9,21,22,31,51,62,69,71,74,84,90,92,102,124],act_output:81,act_typ:[51,124],action:[71,105],activ:[4,9,21,27,32,51,62,69,71,77,81,90,92,95,97,98,111,124],activi:9,actual:[2,8,36,47,49,51,60,65,81,82,83,97],actual_kernel_typ:83,adadelta:124,adagrad:[23,65,80,124],adagradoptim:63,adam:[23,29,38,49,124],adamax:[23,124],adamoptim:[121,124],adapt:[7,10,21,28],add:[2,8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,54,63,65,68,69,71,73,75,77,79,86,93,94,95,96,97,101,102,113,117,124],add_activ:69,add_bia:69,add_depend:32,add_execut:32,add_input:[61,95],add_memori:61,add_output:61,add_scalar:[31,62,67],add_sum:69,add_test:[32,95],add_two:[31,61],add_unittest_without_exec:95,addattr:[81,96],addbia:95,addcom:[81,96],added:[2,7,8,18,26,28,31,46,60,64,65,73,77,94,95,96],adding:[77,94,123],addinput:[81,96],addit:[8,9,64,75,77,84,96,97,124],addition:61,addop:[48,97],addoutput:96,addr:33,address:[33,38,71,74,87,101,103,104,107,111,119],addrow:95,addtolay:8,addtyp:81,admin:119,administr:[40,93,119],adopt:[46,49],advanc:[30,92,101,111],advantag:[30,46,47,65,70,103],adversari:[49,70],advic:101,affect:[8,31],affili:62,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,64,66,69,71,72,73,86,87,92,94,95,96,97,100,103,104,105,106,111,113,115,116,122,123,124],again:[29,33,65,101],against:105,age:14,agg_level:8,aggreg:[42,64,105],ago:32,aid:101,alexnet_pass1:113,alexnet_pass2:113,algorithm:[8,10,21,37,62,65,77,83,92,121],alia:[5,6,8,21],align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,57,59,60,61,62,63,64,65,67,69,71,72,74,75,81,82,87,92,93,95,97,101,102,103,104,105,106,110,111,113,115,116,117,119,121,122,123,124],alloc:[6,38,41,82,95,97,102,113],allow:[29,38,47,65,71,77,94,95,101,105,111,124],allow_only_one_model_on_one_gpu:[110,111,113],allreduc:64,almost:[93,104,121],along:[15,21],alpha:[32,77],alreadi:[32,33,47,69,71,73,79,87,101,104,105,111,117],alreali:110,also:[1,2,8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,54,60,61,62,65,66,67,68,69,70,77,79,81,82,84,86,87,89,92,93,95,96,98,101,103,106,115,119,122,123,124],altern:[96,100],although:64,altogeth:119,alwai:[4,8,9,28,32,57,74,80,105,111],amazon:[105,106,124],amazonaw:105,amazonec2fullaccess:105,amazonelasticfilesystemfullaccess:105,amazonroute53domainsfullaccess:105,amazonroute53fullaccess:105,amazons3fullaccess:105,amazonvpcfullaccess:105,ambigu:70,amd64:105,amd:60,amend:94,among:[21,105],amort:64,amount:[21,101],analysi:[100,101],analyz:124,ancestor:[67,69],andd:105,android:[117,118],android_abi:115,android_api:115,android_arm_neon:115,android_native_api_level:115,android_standalone_toolchain:115,android_toolchain:115,angl:8,ani:[1,2,8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,57,62,64,65,69,70,71,73,74,76,77,83,86,93,96,97,101,105,107,117,124],annoi:104,announc:46,anoth:[2,8,13,28,29,31,41,47,62,69,79,81,83,93,105,111],anroid_arm_mod:115,ans:105,answer:[47,94,105],anymor:64,anyth:[13,62,70,105],anytim:49,anywai:[100,115],apach:56,apart:21,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,61,66,75,78,84,85,86,89,95,96,100,101,103,105,114,115,116,117,119,120,122,124],api_shar:32,api_test:32,api_trainer_config_helpers_lay:92,apiserv:105,apivers:[105,106],app:116,appear:[47,50,82],append:[2,13,21,28,42,62,69,70,92,94,95,103],append_backward:100,append_backward_op:[23,63],append_batch_s:21,append_gradient_machin:28,append_op:[54,69],append_oper:69,appl:116,appleyard:101,appli:[8,21,49,50,64,79,92,95,124],applic:[25,46,47,50,69,75,94,96,100,101,103,105,106,119],applyl1:36,appoint:96,appreci:94,approach:[8,64,65,66,71,72,73,77,115,117,119],appropri:71,approxim:[20,65],apt:[87,100],arang:21,arbitrari:[8,57,71,97],arch:115,architectur:[46,86,103,115,116,121],archiv:[14,58,59],area:49,arg:[2,7,9,25,51,63,81,96,110,122,123,124],arg_nam:8,argu:68,argument:[2,4,8,13,15,25,31,36,37,63,66,68,69,74,86,92,94,95,111,112,121,122,123],argv:123,arithmet:46,arm64:[115,116],arm64_standalone_toolchain:115,arm:[46,115,116,117],arm_standalone_toolchain:115,armeabi:115,armv7:[46,116],armv8:46,arn:105,around:[2,8,40,69,105,119],arrai:[4,6,8,13,15,21,28,38,50,62,67,69,70,75,84,96,123],arrang:84,arrow:49,articl:[47,50,93,103,106,117],artifact:[89,105],artifici:[20,122],arxiv:[9,20,49,122],as_row_vector:8,as_step_input:31,asgd:65,ask:[33,40,93],assign:[7,8,37,46,64,72,97,103,105,111,119],associ:[66,76,97],assum:[7,8,31,71,87,92,113,121],assumpt:71,assur:1,astyp:[70,96,122],asyc:33,async:[33,110],async_count:111,async_lagged_grad_discard_ratio:111,async_lagged_ratio_default:[110,111],async_lagged_ratio_min:[110,111],asynchron:[33,64,103,111],atleast:21,atom:72,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,54,67,68,69,81,92,96],attr_map:81,attrdesc:67,attribut:[2,8,9,21,27,31,54,67,73,75,79,81,84,95,96,121],attributemap:96,attrproto:81,attrtyp:[67,81,96],attrvalu:81,auc:[42,110],aucvalidationlay:111,authent:105,author:[44,105,123],auto:[31,36,58,68,72,75,79,83,84,86,94,95,96,97,101],autom:[103,105],automat:[8,29,38,48,63,71,73,75,81,86,92,94,95,96,100,104,105,110,111,116],avail:[33,38,46,47,73,74,89,105,119],averag:[7,8,11,28,37,111,123,124],average_test_period:[110,111],avg:[101,124],avg_cost:102,avgcost:124,avgpool:[8,124],avoid:[30,31,33,54,64,65,66,71,86,101],avx2:86,avx:[86,87],awai:47,await:106,awar:[29,42,61,69,93,100,105,115],awk:107,aws:44,aws_account_id:105,awsaccountid:105,awskeymanagementservicepowerus:105,axes:21,axi:[8,21],axis:8,aync:73,b2t:121,b363:106,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:106,ba5f:105,back:[2,8,21,28,33,46,49,65,71,87,96],background:[7,8,77,103],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,55,56,63,65,66,68,76,77,92,95,102,111,113],backward_first:92,backward_op:30,backwardactiv:95,bag:124,baidu:[47,106,121],baik:121,bake:71,balanc:[64,73,105,111,122],bandwidth:[46,64],bare:[106,119],barrier:[103,111],barrierstatset:101,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,60,63,64,65,71,75,76,77,82,84,92,93,95,96,100,101,102,105,111,115,116,121,122,124],baseactiv:9,baseev:28,basematrix:95,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[86,87,93,103,105,106],basic:[2,8,28,51,67,71,75,76,84,95,124],batch:[2,8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,60,61,62,64,65,84,94,95,105,106,111,122,123,124],batch_0:123,batch_id:[28,49],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,70],batch_siz:[2,13,49,55,62,121,122,124],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,95],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:117,bdist_wheel:78,beacus:51,beam:[8,92,111],beam_gen:[8,92],beam_search:[28,62,92],beam_siz:[8,62,92,110,111,113],becaus:[4,7,8,14,29,31,32,33,38,46,62,66,69,70,77,79,80,83,84,85,92,93,95,97,100,105,113,115,124],becom:[72,73,79,82,101],been:[2,8,9,21,32,37,47,93,94,124],befor:[4,8,9,33,40,45,50,60,65,66,70,77,86,87,94,96,100,105,115,116,119],begin:[4,7,8,18,36,38,42,45,50,62,64,95,103],beginiter:[28,29],beginn:92,beginpass:[28,29],begintrain:29,behavior:101,behind:[47,84],being:[21,40,47,68,70,97,100,122],belong:[7,8,71,79],below:[2,31,33,38,46,47,57,66,70,71,73,77,84,85,86,89,92,95,101,103,105,115,116,122,124],benchmark:57,benefit:[9,40,41,62],bengio:20,besid:[1,8,14,60,64,71,89],best:[32,87,93,111,124],besteffort:106,beta1:[10,23],beta2:[10,23],beta:[49,123],better:[9,32,47,62,83,105,116,119,122],between:[7,8,15,21,28,32,33,38,46,47,59,64,66,71,73,74,76,79,87,96,97,105,122,124],bgr:[15,123],bi_gru:9,bi_lstm:9,bia:[8,9,21,62,69,92,95,123],bias:[8,95],bias_attr:[8,9,21,69,92],bias_param_attr:9,biases_:95,biasparameter_:95,biassiz:95,bidi:106,bidirect:[8,9,92],big:[73,101,119],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:101,bin:[87,103,105,106],binari:[2,7,8,13,32,41,46,49,57,71,86,88,89,93,100,101,105,121,124],bind:[46,48,79,82],bit:[46,47,124],bitcod:116,bla:[87,116],black:[49,116],blank:[8,105,116],block:[8,34,36,38,42,43,47,53,60,61,63,71,72,73,82,95,96,97,101,111,123],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,69,75],blockdescbind:53,blockingcount:72,blueprint:62,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,75,92,98,102,120],bool:[2,6,7,8,9,10,11,13,15,21,28,31,46,52,54,55,56,68,69,80,81,84,85,95,111,113,124],boost:[60,82],boot:[8,92,119],boot_bia:8,boot_bias_active_typ:8,boot_lay:92,boot_stat:84,boot_with_const_id:8,bootstrapp:119,borrow:[49,84],bos_id:[8,92],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,60,62,64,68,71,73,80,82,92,95,96,97,98,101,103,105,116,122,123,124],bottl:64,bottleneck:[101,123],bottom:28,bound:8,boundari:71,boundri:7,bow:124,box:[8,49,101],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,67,71,78,89,94,96,98],breadth:111,break_if:84,brief:[32,38,46,82,97],briefli:101,bring:[47,97],broadcast:[21,33,64,75,119],broken:94,browser:[87,98,100,105],bsd:[64,93],bucket_nam:105,buddy_alloc:94,buf:36,buf_siz:13,buffer:[2,13,36,57,65,70,79,102,111],buffer_s:13,buffered_read:70,bufsiz:13,bug:[94,105],build:[8,14,32,41,50,51,56,65,71,77,78,81,87,89,90,94,96,100,103,105,108,109,111,116,118,121,123,124],build_android:115,build_dict:14,build_model:49,builder:94,built:[32,46,47,60,64,71,81,84,86,89,93,100,115,117,119,122],bunch:[57,101,103,124],button:[94,98,105],c11:58,c703c041:94,c99:59,c99e:105,cach:[46,71,86,124],cache_pass_in_mem:[2,124],cachetyp:[2,124],cacul:[9,42,103],caff:[31,47],caffe2:[31,47],calc_batch_s:2,calcul:[2,7,8,9,18,21,30,33,38,42,46,72,87,92,95,101,103,111,113,122],call:[2,7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,61,62,63,69,71,75,76,79,81,82,84,90,92,93,95,96,97,100,101,103,105,111,123,124],callabl:[2,6,8,13,14],callback:95,caller:[30,100,105],can:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,54,60,61,62,63,64,65,67,68,69,70,71,73,74,75,76,77,81,82,83,84,86,87,88,89,90,92,93,94,95,96,97,98,100,101,103,104,105,106,107,110,111,113,115,116,117,119,121,122,123,124],can_over_batch_s:2,cancel:40,candid:[8,62],candidate_activ:21,cannot:[74,75,79,84,95,96],cantain:51,capabl:[46,66,75],capac:[77,105],capi:[58,86],capi_prvi:59,caption:62,captur:[8,104],card:[64,103],care:[9,41,70,82,87,110,111,119],carefulli:[111,123],caret:28,carpedm20:49,carri:21,cast:[46,83],cast_to_op_attr:81,cat:[13,15,87,107,123],categori:[8,14,33,124],categorig:14,categoryfil:106,caus:[33,45,89,96],caution:[105,106],cbla:55,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:[60,82],ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,cell_t_prev:21,cell_valu:21,center:[2,15],center_crop:15,cento:[86,89,90,119],central:77,ceph:[13,35,106],cephf:[35,41,44],certain:[1,54,60,63,79,82,110],certif:[29,44,105],cffi:58,cfg:106,cgo:58,chain:[13,50,95],challeng:[8,33,47,52,82],chanc:[29,46,95,124],chang:[8,14,32,37,41,47,66,67,70,76,79,86,92,94,95,96,97,101,103,105,111,115,124],channel:[8,9,15,21,101,123],channel_shar:8,channl:123,chapter:[61,62],chapter_data:61,chapter_out:61,charact:124,characterist:113,check:[2,13,31,32,68,75,86,89,94,96,98,103,105,111,113],check_align:13,check_attr:81,check_eq:95,check_fail_continu:2,check_grad:[30,96],check_l:95,check_output:96,check_sparse_distribution_batch:[110,111],check_sparse_distribution_in_pserv:[110,111],check_sparse_distribution_ratio:[110,111],check_sparse_distribution_unbalance_degre:[110,111],check_styl:94,checker:75,checkgrad:111,checkgrad_ep:111,checkmark:119,checkout:94,checkpoint:[68,73],checksum:44,child:31,china:87,chines:98,chip:47,chmod:105,choic:[32,47,87],choos:[54,86,87,88,93,111,115,124],chosen:[1,49,60],chunk:[37,44,122],chunk_schem:7,chunktyp:7,chw:15,cifar:122,circl:50,circumst:82,claim:105,claimnam:105,clang:[46,58,94,115],clarifi:7,clariti:62,classfic:123,classic:8,classif:[2,4,8,20,50,113,123,124],classifi:[8,49,122,123,124],classification_cost:[71,124],classification_error_evalu:[7,122,124],classification_evalu:7,claster:105,clean:[4,31,32,43,66,75,86,93,94],clear:[7,32,62,66,79,117],clearer:[66,69],clearli:[79,83],cli:105,click:[89,94,98,100,101,105],client:[36,39,75],clip:[6,9,111,124],clock:8,clone:[8,86,93,94,98,100,115,117],close:[2,70,74,94],cloud:[32,33,41,44,45,74,75,119],cloud_read:13,cls:124,cludform:105,cluster:[13,28,29,31,33,38,71,74,106,110,111,124],cluster_test_fil:103,cluster_train:104,cluster_train_fil:103,cluster_train_v2:[104,107],cm469:105,cmake:[59,86,93,94,95,96,98,100,101,115,116],cmake_build_typ:[100,115,116,117],cmake_c:116,cmake_install_prefix:115,cmake_system_nam:[115,116,117],cmakelist:[32,55,56,95],cmatrix:[58,59],cmd:[13,106],cname:105,cnn:[8,106,123,124],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,57,60,63,65,66,68,70,71,73,75,76,77,81,84,86,87,89,90,92,93,95,96,97,98,99,101,103,105,106,122,124],codebas:[75,94],coeff:8,collabor:33,collect:[8,14,28],collectbia:95,color:[15,123],colour:14,column:[7,8,21,50,70,74,95,100,121],column_evalu:7,com:[8,9,14,32,49,86,93,94,98,100,102,105,106,115,117,119,123],combin:[7,8,9,13,23,28,63,75,79,122],come:[42,67,71,84],comma:[25,28,38,111,121],command:[1,4,13,25,32,36,41,45,86,87,89,90,93,94,95,96,98,99,100,101,104,105,106,107,108,109,115,116,117,121,122,123],commandlin:101,commenc:124,comment:[32,51,81,94,96,124],commit:[32,94],common:[15,20,23,26,35,77,82,92,95,110],commonli:[45,77,92,100,101,113,117],commun:[33,38,39,64,71,73,94,95,103,105],compani:47,compar:[30,32,75,93,95,96,122,124],comparison:[32,47],compat:[2,46,48,64],competit:122,compil:[8,32,51,53,60,64,71,76,80,81,85,93,95,98,103,118],complaint:32,complet:[4,8,9,14,23,28,31,33,37,38,44,50,57,60,75,88,95,96,97,100,105,106,119,124],complex:[1,2,9,40,62,75,92,101,124],complic:[8,48,70,71,83,84],compon:[51,71,84,95],compos:[13,29,48,51,61,69,75,122],composenotalign:13,composit:48,compress:37,compromis:93,comput:[8,9,21,25,29,30,33,43,46,47,51,57,60,63,64,65,71,73,74,76,79,82,83,85,87,92,93,94,95,96,100,101,102,103,105,113,115,116,117,124],computation:[8,92],computationgraph:51,con:64,concat:[49,92],concaten:[8,9,21,49,61,84],concentr:75,concept:[2,7,29,47,48,49,51,61,62,65,66,67,74,79,84,85,92],conceptu:[43,47,49,51],concern:[29,42,116],concis:[49,84],conckerneltrac:25,conclud:96,concret:[75,82,96],concurr:[33,40,47,73,103],concurrentremoteparameterupdat:111,cond:[21,31,47,52,67],condit:[8,21,37,47,52,71,92,106],condtion:49,conduct:101,conf:[4,8,104,121,122,123],conf_paddle_gradient_num:105,conf_paddle_n:105,conf_paddle_port:105,conf_paddle_ports_num:105,conf_paddle_ports_num_spars:105,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,25,35,45,62,95,105,106,110,111,119,121,122,123,124],config_:[36,111],config_arg:[110,111,113,123,124],config_bas:[7,8,28],config_lay:95,config_len:38,config_pars:[4,55,56,95],config_proto:38,configur:[0,1,2,4,8,21,28,36,38,40,41,47,51,54,69,73,82,83,90,91,93,94,95,96,97,101,103,111,115,117,119,121,123],confirm:45,conflict:[79,94],confus:[15,49,54],congest:111,conll:14,connect:[1,9,21,41,71,73,95,103,105,106,119,122,123,124],connectionist:8,consequ:[8,9],consid:[7,8,20,68,82,93,101,113,119],consider:[2,8,9,60],consist:[7,8,14,15,37,57,67,70,75,76,81,96,123,124],consol:[101,105],consolid:[31,98],constant:[8,20,21,51,53,54,60,74,95,96],constraint:[71,79],construct:[2,4,7,29,43,51,61,69,75,79,81,85,92],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,69,75,79,81,95,96],consum:[33,100],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,57,60,66,69,74,75,76,79,80,81,84,85,88,89,92,93,96,103,105,107,116,123,124],container:103,containerport:105,content:[38,45,57,62,98,106],content_dir:98,content_len:38,context:[8,9,14,79,80,82,92,96,97,102,121,124],context_attr:9,context_len:[8,9,124],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,124],contin:105,continu:[2,7,33,57,103,111,115],contrast:8,contrib:77,contribut:[77,93,99],contributor:75,control:[6,31,74,105,106,111,119],conv2d:49,conv:[9,21,49,83],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:[29,51,63,81],convent:[38,94,96],converg:[104,122],convers:[46,47,71],convert:[2,4,14,21,35,46,47,70,72,76,121,123,124],convlay:8,convolut:[8,9,13,21,22,49,60,69,82,122,123],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,94],coordin:[33,38],copi:[28,29,37,40,45,50,61,62,64,65,84,86,94,103,105,107,122],copy_shared_paramet:122,copytonumpymat:122,core:[2,6,18,21,51,54,59,65,66,84,93,102,111],coreo:[105,119],corner:75,corpu:14,correct:[2,8,21,30,46,64,95,96,105],correctli:[7,13,46,49,95,122],corresond:46,correspend:21,correspoind:29,correspond:[2,4,8,21,26,29,31,32,46,51,52,60,61,62,69,74,75,76,77,81,82,95,96,97,100,116],correspondingli:116,corss_entropi:29,cortex:46,cos:[8,81],cosin:[8,21,81],cosineop:81,cosineopproto:81,cosineopprotomak:81,cost:[4,21,28,29,50,63,64,67,68,71,74,83,102,111,122,124],cost_id:8,cost_np:68,cost_val:71,could:[2,4,8,13,28,29,30,37,46,47,61,63,65,66,67,69,70,71,72,73,76,93,100,101,104,105,115,124],count:[7,33,41,42,68,70,101,103,106,111,113,121],counter:[25,33,37,50,72],cours:[7,41,60,93],covari:8,cover:[47,97],cp27:89,cp27m:89,cp27mu:89,cpickl:123,cpp:[30,36,48,55,56,58,59,66,73,75,85,95,101,124],cprofil:100,cprofilev:100,cpu:[1,2,6,8,30,41,46,54,60,65,66,71,74,75,77,78,82,83,86,87,93,96,97,100,101,102,106,111,122],cpu_avx_mkl:89,cpu_avx_openbla:89,cpu_kernel:54,cpu_per_p:74,cpu_per_train:74,cpudevicecontext:[60,82,96],cpuengin:56,cpuinfo:87,cpuplac:[54,60,82,96,97,102],cpusparsematrix:59,crash:[33,101,104,111],creat:[4,6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,60,61,63,64,65,66,69,72,76,77,87,90,93,94,95,96,98,103,107,111,115,119,121,122],create_backward_pass:63,create_bias_paramet:95,create_block:69,create_cloud_job:74,create_doc_str:81,create_input_paramet:95,create_local_scop:43,create_oper:48,create_optimization_pass:[23,63],create_paramet:69,create_python_ops_creatation_funct:81,create_rnn:31,create_rnn_op:61,create_st:18,create_tmp_var:69,create_tmp_vari:69,create_var:69,create_whileloop:84,createargu:122,createfromconfigproto:[4,122],creategradientoper:76,createop:81,createoper:31,createstack:105,createvari:31,creation:[48,105],creationd:105,creator:[13,14,35,75,76],creator_:76,credenti:45,credit:122,crf:[82,83],critic:[49,100],crlf:94,crop:[15,82,123],crop_grad:82,crop_siz:[15,123],crope:15,cropgradkernel:82,cropkernel:82,cross:[8,69,96,124],cross_compil:117,cross_entropi:[8,29,49,74,83,122],cross_entropy_with_selfnorm:8,crt:44,csc:95,csr:95,csv:25,ctc:7,ctc_evalu:7,ctest:[86,93,96],ctor:69,ctrl:[93,104],ctx:[96,97],cubla:60,cublas_handle_:82,cublashandle_t:82,cuda7:89,cuda8:[86,89],cuda:[25,32,47,60,75,82,87,89,93,96,101,103,111],cuda_dir:[110,111],cuda_fp16:46,cuda_profil:25,cuda_so:87,cudaconfigurecal:101,cudadevicecontext:[60,82,96],cudadevicegetattribut:101,cudaeventcr:101,cudaeventcreatewithflag:101,cudafre:101,cudagetdevic:101,cudagetdevicecount:101,cudagetdeviceproperti:101,cudagetlasterror:101,cudahostalloc:101,cudalaunch:101,cudamalloc:101,cudamemcpi:101,cudaplac:[60,82,83],cudaprofilerstart:101,cudaprofilerstop:101,cudaruntimegetvers:101,cudasetdevic:101,cudasetupargu:101,cudastream_t:82,cudastreamcr:101,cudastreamcreatewithflag:101,cudastreamsynchron:101,cudeviceget:101,cudevicegetattribut:101,cudevicegetcount:101,cudevicegetnam:101,cudevicetotalmem:101,cudnn:[8,11,32,54,60,82,111],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[110,111],cudnn_convt:8,cudnn_dir:[110,111],cudnn_handle_:82,cudnn_kernel:54,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:82,cudnnhandle_t:82,cudnnplac:82,cudnnv5:86,cudrivergetvers:101,cuinit:101,cumtim:100,cumul:8,cur_mem:62,curl:[13,105],curli:[31,50],current:[2,8,21,31,32,33,36,38,42,47,54,60,61,62,65,66,69,73,74,79,83,84,87,89,92,93,95,98,104,105,111,116,120,124],current_block:[67,69],current_oper:67,current_word:92,currentcost:124,currentev:124,curv:29,custom:[1,2,23,29,41,46,49,62,65,75,95,105],custom_batch_read:70,cut:[73,84],cut_lin:13,cutoff:14,cv2:15,cxx:116,cxx_compil:[115,116,117],cxx_flag:116,cxxabi_1:89,cycl:33,cyclic:8,cython:58,d3e0:105,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,daili:94,dalla:2,dandroid_abi:115,dandroid_arm_mod:115,dandroid_arm_neon:115,dandroid_standalone_toolchain:115,danger:2,dangl:93,darwin:105,dash:49,dat:35,data:[0,1,2,4,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,60,61,62,63,64,65,66,67,69,73,74,75,77,79,80,81,82,83,84,85,90,92,95,96,97,101,102,103,107,108,110,111,113,123],data_batch_gen:122,data_dir:121,data_fil:15,data_i:49,data_initialz:124,data_lay:[2,36,122,124],data_layout:21,data_read:[13,70],data_reader_creator_random_imag:70,data_shar:84,data_sourc:122,data_typ:[13,14,57,80,83,85,90,92],data_type_:[54,60,83],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,102],dataflow:51,dataprovid:1,dataprovider_bow:124,dataprovider_emb:124,dataproviderconvert:4,datasci:8,dataset:[0,2,35,41,65,70,90,92,100,111,121,123,124],dataset_nam:15,datatransformationfn:83,datatyp:[14,18,21,54,80,83,85],date:103,dcgan:[49,122],dcmake_install_prefix:[115,116,117],dcmake_system_nam:[115,116,117],dcuda_arch_nam:86,dcudnn_root:86,ddim:[60,82,97],dead:33,deal:[119,122],debug:[2,30,45,47,71,87,94,100],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,57,65,76,77,80,120],declar:[8,21,31,49,61],decod:[8,9,92],decoder_boot:92,decoder_dim:62,decoder_group_nam:92,decoder_input:[62,92],decoder_mem:[62,92],decoder_prev:9,decoder_s:92,decoder_st:[9,92],deconv:[8,49],deconvolut:[8,21],decor:[2,13,95],decrement:72,decrementcount:72,decrypt:105,deduc:75,deep:[8,20,40,43,49,50,56,75,77,82,87,101,116,122,123,124],deeper:[87,123],deepspeech2:55,def:[2,8,13,29,30,35,41,42,48,49,51,54,61,62,63,69,70,81,84,92,95,96,122,123,124],def_block:49,defalut:[111,113],default_block:49,default_devic:113,default_main_program:[18,102],default_param_attr:69,default_st:84,default_startup_program:[18,102],default_valu:113,defaultinfervartyp:53,defect:66,defer:40,defferenct:2,defin:[1,2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,54,60,61,64,67,69,70,72,73,75,79,81,82,84,92,95,97,100,102,103,104,111,121,122],define_py_data_sources2:[2,123,124],definit:[2,31,33,37,43,54,67,71,76,81,84,87,96,100,102,121,124],definiton:48,degre:8,delai:[65,82,97,111],delar:124,delet:[41,44,94,120],deletestack:105,delimit:7,deliv:119,delta:[8,30],delv:[8,20],demand:[33,82],demo:[8,14,75,104,106,108,121,122,123,124],demolish:106,demonstr:[92,97,122],denot:[96,113,124],dens:[2,8,13,38,39,80,95,105,124],dense_arrai:13,dense_vector:[2,4,13,90],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,64,68,71,73,80,87,93,96,103,113,115,116,117,119],dependent_var:68,deploi:[8,104,113,119],deploy:[51,57,75,103,104,105,116,119],deprec:8,depth:[31,47],dequeu:73,deriv:[5,29,52,63,115],desc:[31,57,69,81,84],desc_:31,descend:[21,84],descent:[8,33,65,103],descproto:57,describ:[29,31,32,37,43,54,57,61,62,66,67,69,75,80,81,83,85,95,96,97,105,106,122,124],describestack:105,describestackev:105,describestackresourc:105,descript:[4,7,31,32,53,56,57,60,76,80,83,85,86,89,94,96,103,105,112],descriptor:83,deseri:[28,57,66],deserializ:75,desgin:50,design:[2,8,13,20,36,54,58,65,77,96,119],desir:[13,33,65,105,106,121],destin:[38,45],destroi:[31,43],destruct:79,destructor:95,det_output:7,detail:[2,4,6,7,8,9,10,21,30,37,41,45,47,49,51,57,60,61,69,71,74,77,79,84,85,86,90,92,93,95,96,97,98,100,101,104,105,106,112,113,117,119,121,122,123,124],detect:[53,86,94,115],detection_evalu:7,detection_output:7,determin:[2,8,13,31,60,75,95,122],dev:[75,87,93,100,115,119],dev_ctx:31,develop:[32,47,53,66,69,76,78,87,89,94,97,98,100,102,103,110,111,116,117],deverlop:111,deviat:[6,20],devic:[6,42,46,51,56,60,64,66,71,74,75,83,87,96,97,102,111,116],device_context:96,devicecontext:[31,60,96],deviceid:[56,113],deviceid_:56,devid:[8,111],devtools2:86,dhcp:119,diagnos:104,diagram:[61,103,123],diamond:49,dic:15,dict:[2,7,14,28,69,74,103,107,124],dict_fil:[7,124],dict_siz:[14,36,62],dictionai:124,dictionari:[2,7,8,14,28,29,30,69,74,113,123,124],did:[2,66,87],diff_mat:30,differ:[2,7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,60,62,64,65,68,71,72,73,74,76,79,83,84,87,92,95,96,97,100,104,105,106,111,116,121,123,124],differenti:[48,96],difficult:[7,30,47,93],difficulti:20,dig:[87,101,105],digit:[2,8,103],digraph:51,dilat:[8,21],dilation_h:21,dilation_i:8,dilation_w:21,dim0:96,dim1:96,dim:[8,13,21,36,57,61,75,80,82,85,95,96,97,121,123,124],dim_:[82,97],dimens:[5,8,9,11,13,21,49,75,80,82,84,95,96,97,113,121,124],dimension:[2,8,21,92,95,97,122,124],dimenst:121,dimes:8,dios_arch:116,dios_enable_bitcod:116,dios_platform:116,dios_use_veclib_for_bla:116,dir:[115,123,124],direct:[8,9,15,47,65,100,123],directli:[1,2,9,20,23,26,32,39,41,46,54,66,71,81,84,88,104,106],director:96,directori:[1,8,32,35,40,44,45,82,86,87,93,97,98,101,103,104,106,107,111,115,116,117,120,123,124],diretcoti:123,dis_conf:122,dis_train:122,dis_training_machin:122,disabl:2,disadvantag:[65,69],discard:[13,33,37,62,111],discount:8,discov:33,discoveri:105,discrep:101,discret:8,discrim:49,discrimin:122,discriminator_train:122,discuss:[29,31,37,38,39,71,82],disk:[57,93,106],dispatch:[66,71,103,104,111],displai:[41,45,94],dist:[78,86],dist_train:[29,41],distanc:[7,8],distibut:121,distinguish:[32,104,122],distribut:[8,20,31,37,38,39,40,42,47,64,73,74,75,85,89,99,104,106,108,109,119,122,124],distribute_test:[110,111],distributedli:95,disucss:29,div:21,divid:[8,10,42,81,85,100,110],diy_beam_search_prob_so:[110,111],django:98,dnn:86,dns:105,do_forward_backward:70,doc:[4,13,51,61,84,96,97,98,103],doc_cn:98,dockefil:93,docker:[78,86,88,94,98,103,105,108,109,119],docker_build:29,docker_clust:[104,107],docker_push:29,dockerfil:[93,115,117],dockerhub:87,document:[2,4,8,9,30,44,47,50,61,62,71,75,86,93,94,96,97,99,103,113,116,124],documentari:2,doe:[2,4,9,33,37,38,40,41,43,46,51,61,66,69,71,73,75,76,77,89,93,95,96,97,101,102,124],doesn:[6,8,13,29,31,70,74,87,93,94,100,101,106,115,116],dog:123,doing:[36,40,50,71,101],domain:105,don:[9,29,32,48,50,70,86,87,93,94,96,98,105],done:[7,8,9,32,33,37,38,53,57,65,71,72,76,77,94,100,101,105,122],dot:[8,9,96,111,123],dot_period:[111,113,122],dotmuloper:8,dotmulproject:8,doubl:[2,46,50,71,83,86,96,111],down:[101,124],download:[14,32,33,36,40,44,86,87,89,103,116,119,122,124],dozen:32,draw:62,drive:79,driver:[87,103],drop:[2,8,9,21,62],drop_rat:6,dropout:[6,9,95,124],dropout_prob:21,dropout_r:8,drpi_arm_neon:117,drpi_toolchain:117,drwxr:106,dst:38,dtoh:101,dtype:[4,18,21,51,69,102,123],due:[37,40,49,62,69,100],dummi:[28,37],dump:57,duplic:[21,73],durat:[37,101],dure:[1,2,8,9,21,26,31,33,37,40,41,42,47,64,65,75,95,96,105,110,111,119,124],durn:2,duse_eigen_for_bla:115,dwith_c_api:[59,115,116,117],dwith_gpu:[86,117],dwith_profil:101,dwith_python:[59,117],dwith_swig_pi:[59,115,116,117],dwith_test:[86,96,116],dwith_tim:101,dynam:[1,2,38,59,61,70,86,101,111],dynamic_cast:95,dynamic_recurrent_op:84,e2e:119,each:[1,2,4,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,60,61,62,64,66,68,69,70,71,73,75,76,79,80,81,82,83,84,92,95,100,103,104,105,111,113,119,121,123,124],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:[46,94,96],eas:[13,53,96,123],easi:[30,62,65,70,75,77,94,95,104,124],easier:[29,46,47,70,73,84,93,94,95],easili:[29,49,64,70,76,79,82],echo:87,edg:[15,74],edit:[7,87,93,105],editor:[69,93],edu:[14,105,106],eeoi3ezpr86c:105,effect:[2,8,28,86,105,111,116],effici:[1,2,8,57,70,71,82,92,93,95],effort:71,efg:8,efs:105,efs_dns_nam:105,efsvol:105,eigen:[46,60,65,75,77,82,96,115,116],eigen_device_:82,eigen_test:97,eigen_use_gpu:96,eigenmatrix:97,eigenscalar:97,eigentensor:97,eigenvector:97,either:[8,9,13,21,28,29,49,52,53,61,65,71,77,88,101,116,124],elb:105,elbapis:105,elec:124,electron:[106,124],elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,21,28,30,37,51,62,73,74,75,96,97,124],element_typ:38,elementari:75,elementwis:21,elif:[29,81],els:[29,36,41,47,49,52,53,54,71,73,79,81,86,87,93,95,96,123,124],emac:93,email:94,emailweixu:32,emb1:36,emb2:36,emb:[106,124],embed:[29,31,36,53,62,73,80,84,92,103],embedding_lay:[36,124],embedding_nam:[8,92],embedding_s:[8,92],emphas:101,empir:8,emplace_back:95,emploi:[81,92],empti:[7,13,33,62,96],emul:46,enabl:[2,6,8,31,32,37,51,73,93,94,101,103,105,111,116],enable_grad_shar:[110,111],enable_parallel_vector:111,enableonstart:25,enc_proj:[9,92],enc_seq:9,enc_vec:92,encapsul:[38,74],encod:[9,37,62,92],encoded_proj:[9,92],encoded_sequ:[9,92],encoded_vector:92,encoder_ctx:62,encoder_ctx_expand:62,encoder_ctx_proj:62,encoder_dim:62,encoder_last:8,encoder_out_seq:62,encoder_s:92,encount:36,encourag:[43,71],encrypt:105,encrypt_decrypt:105,end2end:119,end:[2,7,8,28,31,51,62,66,70,79,89,92,93,94,111,121],end_pass:29,end_po:8,endforwardbackward:28,endian:57,endif:60,enditer:[28,29],endpass:[28,29],endpoint:[13,35,105],endtrain:29,enforc:116,engin:[41,56,101],english:[2,8,98],enjoi:87,enough:[31,54,60,93],enqueu:73,ensembl:9,ensur:[2,33,64,79,87,89,93,95,116],enter:[31,43],enterpris:75,entir:[8,9,38,40,96],entiti:[7,31,79],entranc:43,entri:[13,37,41,53,93,94,95,105,115],entropi:[8,69,124],entry_point:41,enueu:73,enumer:[5,60,124],env:[98,100,105],environ:[29,74,86,89,93,94,100,101,103,105,106,110,111,116,122],environmenterror:103,eos_id:[8,92],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,84,96,111],equat:[7,8,9,10,21,96],equilibrium:122,equip:92,equival:[29,31,47,52,81,119],error:[6,7,8,9,21,29,30,37,45,46,47,79,95,96,104,105,111,123,124],error_clipping_threshold:6,especi:[2,8,9,56,93],essenc:29,essenti:[8,29,43,46,97],estim:[8,29,65,73],eta:106,etc:[7,13,21,31,42,64,65,70,71,79,86,103,105,110,113,119],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:105,euclidean:8,eval:[7,18,31,42,49,74,75,124],eval_program:[18,42],eval_result:42,evalu:[1,8,16,27,28,40,51,68,71,74,101,102,124],evaluate_difficult:7,even:[29,46,47,64,69,70,93,94,101,111,116],evenli:[38,105],event:106,event_handl:[28,29],eventu:[71,84],everi:[1,2,7,8,9,13,18,29,33,37,38,40,42,50,51,53,60,61,64,69,73,79,81,83,92,94,95,96,97,102,103,107,111,124],everyon:94,everyth:[49,71,73,115],everywher:93,evid:66,evolv:47,exactli:[2,8,9,105],exampl:[1,2,7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,60,61,62,66,67,69,70,73,75,76,77,80,82,83,84,92,93,94,95,96,97,100,101,102,103,105,106,110,111,113,117,123,124],exceed:8,except:[2,8,14,40,47,50,84,113,121],exchang:66,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:102,exec:111,execut:[32,33,37,41,42,43,49,51,64,74,76,93,95,100,101,105],executioncontext:[96,97],executor:[16,18,42,46,47,49,63,67,83,100,102],exist:[29,31,33,45,47,62,69,70,74,76,81,82,84,89,93,95,97,105,111,116],exit:[38,45,106,111],exp:21,expand:[21,62,87,95],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,83,101],expect_kernel_typ:83,experi:[57,113],experienc:94,expert:32,expir:33,explain:[2,7,21,33,47,48,50,94,100,103,122],explan:[8,30,41,71,79,124],explicit:[84,95],explicitli:[2,29,43,71,74,96,97,116],explor:[8,62,77],expon:8,exponenti:5,expos:[39,57,82,84,105],express:[29,42,51,73,96,105],extend:[7,65,73,84],extens:[40,62,73,96,115],extent:59,extern:[2,32,56,58,59,75],external_librari:32,extingrad_:56,extinval_:56,extoutgrad_:56,extoutval_:56,extra:[6,8,9,71,77,82,119],extra_lay:28,extraattr:[6,113],extraattribut:8,extraattributenon:8,extract:[7,8,47,66,71,96,105],extract_fea_c:123,extract_fea_pi:123,extract_para:121,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,47,101],extremli:1,f120da72:106,f7e3:105,fa0wx:106,fabric:103,face:[32,77],fact:[47,64,67,69,123],factor:[6,10,21],factor_s:8,factori:58,fail:[2,33,37,62,74,96,106,111,113],failur:[33,38,96],fake:[49,122],fake_imag:70,faked_imag:49,fall:[46,68],falloc:44,fals:[2,6,7,8,9,10,13,21,22,23,30,31,47,52,54,55,61,67,68,70,80,85,90,92,95,96,103,106,111,113,121,124],false_block:[31,52,67],false_label:70,false_neg:42,false_posit:42,false_read:70,familiar:2,fan_in:20,fan_out:20,fanscin:2,fantast:124,far:84,fascinatingli:1,fashion:71,fast:[8,37,47,101],faster:[8,9,26,33,47,87,92,101],fastest:47,fastli:94,fat:116,fault:[28,37,75,86],favorit:93,fbd1f2bb71f4:106,fc1:[51,74,95,113],fc1_bia:51,fc1_weight:51,fc2:[51,74,113],fc3:[51,113],fc4:113,fc8a365:105,fc8a:105,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[69,81,95,113,124],fc_layer_nam:9,fc_mat:28,fc_op:81,fc_out:31,fc_output:81,fc_param_attr:9,fc_without_b:31,fclayer:95,fcop:48,fea:123,fea_output:123,feasibl:65,featur:[2,5,8,13,14,46,51,64,71,94,111,124],feed:[9,28,29,50,61,71,74,77,102],feed_dict:[49,74],feed_list:102,feeder:[13,102],feedforward:20,feel:94,festiv:2,fetch:[14,33,36,68,71,92,95,102],fetch_list:102,fetch_op:68,few:[2,32,33,65,70,71,80,93],fewer:[8,21,69],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,57,68,76,80,81,101,105],fifth:50,figur:[29,32,47,49,56,61,69,71,73,92,95,101,121,122,123],file:[1,2,4,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,57,59,70,71,75,82,85,87,89,90,92,93,94,95,96,97,102,103,104,107,111,115,116,117,119,121,123],file_list:2,file_nam:[2,123,124],file_typ:13,filenam:[2,15,35,69,100],fileoffset:44,filesystem:[40,41,44,71,105],fill:[8,33,37,47,60,69,105,124],fill_zero_grad:75,filter:[8,9,21,123],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,62,79,86,89,101,107,115,116],find_var:30,findop:31,findvar:[31,79],fine:[6,37,48],fingerprint:105,finish:[2,33,37,40,41,43,64,81,86,103,104,105,106],finit:95,finnal:87,first:[2,8,21,28,29,31,33,37,40,41,43,45,47,49,50,51,61,62,67,68,69,71,75,80,81,82,84,86,92,93,94,95,96,97,101,105,111,113,119,121,122,123,124],first_seq:92,firstli:[7,8],firstn:13,firstseen:106,fit:[1,14,46,54,57,62,75],five:[67,101,124],fix:[2,6,8,58,71,94,100],flag:[8,14,21,55,56,94,96,98,111,122],flatten0:51,flatten:[51,67,69,97],flexibl:[1,8,9,29,38,47,50,54,61,62,65,70,71,82,84,92],flip:15,flist:103,float16_t:46,float32:[4,13,21,46,48,49,69,70,96,102,122,123],float_16:21,float_to_half_rn:46,floor:8,flow:[21,31,61,78],fluid:[0,18,20,21,22,23,25,26,43,60,82,83,100],fly:124,fnt03:105,focu:[2,51,100,101],focus:96,folder:[32,35,41,45,105],follow:[1,2,7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,43,46,47,48,49,50,51,52,53,60,61,62,64,65,67,68,69,70,71,73,75,76,77,79,80,81,82,83,84,86,87,89,90,92,93,94,95,96,97,98,100,101,102,105,106,107,108,109,113,115,116,117,119,121,122,123,124],fool:122,forbid:29,forc:[64,69,83],force_cpu:54,force_cudnn:54,force_load:58,forest:31,forget:[10,21,29],forget_bia:21,fork:[8,94],form:[1,2,8,9,42,89,101],formalis:83,format:[1,2,7,13,14,15,21,25,28,30,37,46,47,60,62,84,90,94,95,96,97,103,105,111,121],former:[29,32,47,65],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,55,56,57,63,66,67,70,75,76,77,80,92,95,113,122],forward_op:30,forwardactiv:95,forwardbackward:28,forwardtest:4,found:[2,4,46,67,77,79,92,103,117,122,124],four:[2,7,42,47,50,60,121,123,124],foward:68,fp16:[46,75,85],fp32:[60,75,83,85],fp64:[60,85],fpga:[60,74,102],fpgadevicecontext:82,fpgaengin:56,fpgaplac:[60,82],frac:21,frame:[7,43,75,84],framework:[29,31,42,46,47,51,60,64,65,67,75,77,79,81,82,94,95,96,100,102,103,116,123,124],free:[14,82,94,119],frequenc:[14,101,121,124],frequent:[37,70,75,77,82,104,115,116],fresh:[40,74],friend:79,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,54,61,62,63,64,66,67,69,70,71,73,74,75,76,79,82,83,84,87,89,92,93,94,95,96,97,100,101,103,105,106,111,113,115,116,119,121,122,123,124],from_no_sequ:8,from_sequ:8,from_tar:28,fromfil:[70,123],front:51,fuction:25,fulfil:101,full:[8,33,40,61,64,65,92,95,119],full_matrix_project:[9,92],fulli:[21,71,73,95,101,119,122,123,124],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,69,121],fullyconnectedlay:95,func:[13,37,76],funciton:[9,21],functor:[48,51],fundament:[46,73,75],further:[8,81,119],furthermor:74,futur:[8,40,46,61,71,75,115,120],fvs:81,fwd_op:76,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:[55,56],g_data_transformation_:83,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:69,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,game:122,gamma:123,gan:29,gan_train:122,gangliao:32,gap:111,gate:[8,9],gate_act:[8,9],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:55,gather:[8,64,66,95,96],gauss:6,gaussian:[20,122],gaussian_normal_random:49,gcc:[46,58,75,86,93,100,115,117],gcc_3:89,gcreators_:81,gemm:55,gen:8,gen_conf:122,gen_train:122,gen_training_machin:122,gender:14,gendrated_id:62,gener:[1,2,4,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,60,64,65,67,68,69,70,71,73,75,76,80,81,82,84,94,96,101,105,107,111,113,115,117,121,123,124],generated_id:62,generated_scor:62,generated_word_embed:8,generatedinput:[8,92],generator_conf:122,generator_machin:122,generator_train:122,genert:2,gereat:7,get:[2,7,8,13,14,21,28,30,31,32,33,37,38,40,41,44,47,49,51,54,55,56,60,61,62,69,74,75,76,79,81,82,83,84,86,87,89,92,94,95,96,100,101,103,104,105,107,114,123,124],get_all_op_proto:81,get_block:69,get_cloud_job:74,get_config_arg:[113,124],get_data:[106,124],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:95,get_mnist_data:122,get_model:123,get_movie_title_dict:14,get_nois:122,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_shap:28,get_support:89,get_symbol:51,get_tensor:30,get_training_loss:122,get_vari:31,get_word_dict:14,getactualkerneltyp:[54,83],getbatchs:95,geteigendevic:97,getenv:[29,41,103],getexpectedkerneltyp:[54,83],getinfervartyp:53,getinput:95,getinputgrad:95,getinputvalu:95,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:95,getoutputvalu:95,getparam:36,getparameterconfig:36,getparameterptr:95,getparameterspars:36,getparametersremot:36,getplac:[82,96,97],getsiz:95,getslotvalu:122,gettask:37,gettempl:105,gettranspos:95,getw:95,getweight:95,getwgrad:95,gist:9,git:[78,86,93,94,98,115,117],github:[9,32,49,60,86,93,94,98,100,102,115,117,123],give:[2,33,61,69,75,93,94,95,101,105,124],given:[2,8,13,21,28,38,40,47,48,49,62,70,73,74,77,84,95,111,122,124],glibc:[89,115,117],glibc_2:89,glibcxx_3:89,glide:32,global:[2,6,21,23,29,31,32,33,51,54,66,74,75,79,81,82,83,93,101,105,111],global_block:69,global_learning_r:6,global_pool:21,global_step:23,globalstat:101,globalstatinfo:101,globe:2,glog:94,glog_v:94,glog_vmodul:94,glorot10a:20,glorot:20,gnueabihf:117,go_librari:32,go_test:32,goal:[46,50,64,75,101],gob:37,godep:32,godoc:58,goe:[9,33,47,52,79,102],going:[48,65,100,103,119,124],golang:32,good:[47,49,65,70,77,100,101,119],googl:[29,75,94,100,103,115],googleapi:105,googlenet:56,got:[54,79],gpg2:105,gpg:105,gprotos_:81,gpu:[1,2,6,8,11,30,41,42,46,60,64,65,66,71,74,75,77,78,82,83,86,89,90,93,97,99,102,103,119,122,123],gpu_id:[111,113,122],gpu_per_train:[71,74],gpudevic:82,gpugpu_id:110,gpukernel:75,gpustarttimestamp:25,grab:33,grad:[30,38,56,80,111],grad_op_class:75,grad_op_maker_:76,grad_op_typ:[75,76],grad_op_type_:76,grad_share_block_num:[110,111],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,63,64,65,66,72,75,80,96,100,103,111,124],gradient_clipping_threshold:[6,124],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,59],gradientmachin:[4,28,59,66,122],gradientmachine_:36,gradopdescmak:[53,76],gradopdescmakerbas:76,gradopmak:76,gradual:101,grai:15,grain:48,gram:121,grandient:28,grant:105,graph:[8,21,28,31,32,33,42,47,49,61,64,65,67,71,72,74,85,97,121],graphviz:123,grayscal:2,great:[73,119],greater:[8,65,103],greaterthan:81,green:49,grep:[87,107],gridsize3d:25,groudtruth:92,ground:[7,8,124],group:[9,21,22,37,51,82,119],group_input1:92,group_input2:92,group_input:92,grouplen:14,grow:94,grpc:119,gru:[8,62,92,124],gru_bias_attr:9,gru_decod:92,gru_decoder_with_attent:92,gru_encoder_decod:121,gru_layer_attr:9,gru_memori:9,gru_out:62,gru_param_attr:9,gru_siz:124,gru_step:[62,92],gru_step_lay:9,grumemori:[9,92],gserver:[8,55,56,95],gsizex:101,guarante:[69,95],guard:36,guest:[89,93],gui:[100,101],guid:[25,44,75,92,94,95,101,105,106,118,121],gzip:[13,37,106],h0_bn:49,h_prev:31,had:93,hadoop:[13,29],half:[46,105],half_to_float:46,hand:[75,82,97,103],handi:32,handl:[13,29,41,51,60,66,70,71,74,79,82,84,102],handler:[28,31],handwrit:2,happen:[37,81],hard:[47,62,71,73,84,93,105,124],hardwar:[47,82,93,101],has:[2,4,7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,57,60,62,64,67,71,73,74,75,80,81,82,83,92,93,94,95,96,101,102,105,106,116,119,121,124],has_kei:28,has_selected_colum:8,hasdependentvar:68,hash:[60,64],hasn:47,have:[1,2,4,8,9,13,21,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,54,57,60,61,62,64,65,66,67,69,70,71,73,74,75,76,79,80,82,83,85,86,87,92,93,95,96,101,103,105,111,113,116,117,119,121,124],haven:[47,93],hdf:[1,13,35],head:[94,96,103,107,121],header:[38,57,59,75,82,95,115,116,117,121,123],headip:107,heard:93,heavi:104,height:[8,13,15,31,58,70,95,96],height_:80,held:33,hello:29,help:[2,4,8,21,31,45,47,51,62,70,75,84,93,94,100,104],helper:[8,21,71,76,84,95],henc:[65,69,71,76,77,79],here:[2,4,6,7,8,9,13,21,29,32,33,39,43,45,47,50,51,60,61,70,77,81,86,87,89,92,94,96,98,103,104,105,106,110,113,116,117,119,121,123,124],heterogen:[71,73],heurist:[8,62,73,111],hidden:[8,9,21,63,71,92,105,124],hidden_out:31,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierarch:[8,67,69,75,92],hierarchi:75,high:[6,20,46,64,82,95,103,119,122],higher:[1,48,61,84,94],highest:[13,31],highli:[1,2,14,84,92,113],him:29,hint:[54,73,100],his:74,histor:48,histori:10,hl_get_sync_flag:95,hold:[29,33,37,39,46,49,51,53,74,79,81,82,83,97,105],holder_:[82,97],home:[35,45,71,74,87,100,105,106,107],honor:37,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,123],host:[32,41,105,106,115,116,117],host_c:[115,116,117],hostfil:107,hostnam:105,hostpath:106,hostport:105,hour:93,hourli:94,hous:[2,14,90,121],how:[1,2,6,8,21,29,31,33,37,43,45,47,48,51,54,61,62,66,71,77,81,83,92,93,100,103,105,106,111,114,117,123,124],howev:[2,8,9,30,40,43,47,60,65,66,69,70,71,76,77,80,81,82,83,92,105,110,111],howto:103,hpp:[46,58],html:[14,20],htod:101,http:[8,9,13,14,20,32,41,49,86,87,93,94,98,100,102,105,106,115,117,119,122,123],huber:8,huge:65,human:[8,20],hwc:15,hyper:[8,49,95],hyperparamet:[8,77],hyperplan:13,i1117:101,i386:116,iOS:[117,118],iamfullaccess:105,iamusersshkei:105,icc:47,ics:14,id_input:7,id_rsa:107,idea:[32,47,65,70,77,100],ideal:[71,83],ident:[8,76,96,105],identifi:[8,52,60,95],identityoffsetproject:8,identityproject:8,ids:[7,8,21,62,95,124],idx:[37,49,95],ies:45,ifdef:60,ifels:[31,67],ifelseop:67,ignor:[2,8,21,111,121],illustr:[2,7,33,38,48,61,71,74,92,95,101,124],ilsvrc:123,im_siz:49,imag:[2,11,12,13,14,21,22,29,47,49,50,62,63,67,70,74,86,93,94,105,108,109,113,119,122,123],image_a:70,image_b:70,image_fil:70,image_h:21,image_lay:70,image_list_provid:123,image_nam:29,image_path:70,image_reader_cr:70,image_s:123,image_w:21,imagenet:[8,20,35],imagepullpolici:105,imageri:8,images_reader_cr:70,imagin:50,img2label:15,img:[2,8,9,71],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:101,imgsizei:101,imgsizex:101,imikolov:103,immedi:[65,77,86,105],immutable_paramet:29,impel:82,imperfect:75,implement:[2,8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,58,59,60,62,66,68,71,73,79,81,82,83,84,92,124],implemet:36,impli:32,implicit:74,imposs:[62,119],impractic:83,improv:[8,72,73,75,100,101,105],in_fals:21,in_plac:21,in_tru:21,inarg:36,inbound:105,includ:[1,2,7,8,9,14,15,21,23,29,31,32,38,41,46,47,49,51,58,59,61,62,67,69,75,81,86,89,92,93,95,96,100,101,103,105,106,111,115,116,117,121,124],inclus:62,incom:54,incorpor:8,incorrect:8,increas:[33,37,46,103,111],increment:[42,50,111],incupd:95,inde:13,independ:[8,30,38,72,74,79,82,119,124],index:[2,7,8,11,13,14,21,28,30,31,33,37,67,69,84,105],indexslot:8,indic:[2,7,8,21,31,38,43,49,61,67,76,80,82,84,104,105,115],indice_map:84,indices_map:84,individu:[33,64,105],industri:[33,57,119],ineffici:[66,83],infer:[0,15,21,29,31,33,42,47,52,53,54,55,58,60,68,69,74,75,80,83,90,116,117],infer_shap:69,infer_var_type_:53,inferenc:116,inferfac:53,inferior:40,infernec:117,infershap:[31,69,75,96,97],infershapecontext:[96,97],infervartypefn:53,info:[7,8,14,46,61,95,104,119],infom:8,inform:[4,8,14,21,28,31,41,45,51,54,57,61,64,69,71,77,79,80,94,95,96,97,100,101,105,111,115],infrastructur:[47,105,122],ingor:111,ingrad_:56,inherit:[31,63,75,82,96],ininst:29,init:[6,20,28,31,49,56,61,62,71,72,90,95,103,105,113,122,124],init_attr:69,init_from_tar:28,init_hook:124,init_model_path:[110,111,113,121,124],initi:[2,4,6,8,9,14,16,21,28,32,37,42,50,61,64,65,69,71,72,73,77,81,84,90,92,95,96,102,111,121,122,124],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:69,initpaddl:[4,122],initrd:119,inlcud:9,inlin:[82,97,105],inner:[8,95],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:97,input1:[8,9,97],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,54,56,60,61,62,65,66,68,69,70,71,72,73,74,75,76,79,81,82,83,84,90,92,94,95,96,97,102,107,113,121,122,123,124],input_conf:8,input_data:95,input_data_target:95,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:95,input_id:8,input_imag:9,input_index:95,input_label:95,input_lay:95,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:84,input_seq:8,input_sequence_data:95,input_sequence_label:95,input_sparse_float_value_data:95,input_sparse_non_value_data:95,input_t:95,input_to_check:30,input_typ:124,input_valu:30,input_var:[30,69],inputbuff:36,inputdef:95,inputgradi:76,inputlayers_:95,inputs_to_check:30,inputtyp:[2,13],insert:[64,68,75,76,94],insid:[7,9,33,42,54,66,70,71,73,75,76,87,105],inspir:121,instal:[8,41,56,78,86,87,93,94,98,100,103,106,123],install_android:115,instanc:[8,30,31,33,35,39,43,52,61,62,65,69,71,72,75,76,92,95,97,101,111],instance_ip:105,instanti:[33,43,102],instead:[8,9,11,13,32,36,41,46,47,50,51,71,93,94,124],instrins:46,instruct:[31,50,87,93,101,115,124],int16:85,int32:[60,67,84,85,111],int64:[21,44,60,80,83,85],int8:60,integ:[2,7,8,13,21,37,41,46,58,62,95,124],integer_valu:[2,13,124],integer_value_sequ:[2,13,62,92,124],integr:[7,86,119],intel:[47,60,82],intellig:20,inteloptimizedpaddl:56,intend:86,inter:[8,71],interact:[8,87,105],intercept:8,interchang:[50,75],interconnect:64,interest:[46,64,101],interestingli:47,interfac:[0,4,6,8,9,20,23,25,26,28,31,37,41,45,51,64,66,75,76,82,86,96,97,105,116,119],interg:124,intergr:8,intermedi:[45,49,63,71,93,115,117],intern:[8,9,20,23,28,46,100,103,104,105],internel:56,internet:[32,33,119],interpret:[2,7,43,47,86,101],interv:8,inth:97,intrins:[43,46,117],introduc:[2,8,15,31,33,49,55,57,77,79,81,96,100,103,106],introduct:[3,122],introductori:93,intuit:[40,75],inval_:56,invalid:[70,79],invent:47,invoc:[32,47,48,75],invok:[2,8,18,28,66,69,71,73,75,76,81,83,93,94,101,105],involv:[62,96,122],iob:7,ioe:7,ios:116,ios_arch:116,ios_deployment_target:116,ios_development_root:116,ios_enable_bitcod:116,ios_platform:116,ios_sdk_root:116,ios_use_veclib_for_bla:116,ipad:116,iphon:116,ips:105,ipt:[8,69,81,92],ipx:119,ipython:29,is_color:15,is_discriminator_train:122,is_gener:[121,122],is_generator_train:122,is_loc:28,is_predict:124,is_revers:21,is_seq:[8,92],is_spars:21,is_stat:6,is_target:68,is_tensor:81,is_test:[21,123],is_traget:68,is_train:[2,15],isn:101,isspars:95,issu:[32,49,74,87,89,93,94,101],istag:78,item:[8,13,28,40,46,70,90,119],iter:[8,9,10,13,28,29,33,47,65,70,71,84],iter_multiple_input_and_param:69,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,57,61,62,64,65,66,68,69,75,76,79,80,81,82,83,89,95,96,97,101,103,105,111,121,122,124],itself:[33,40,65,79],ivs:81,java:[31,58,67,75],jeremi:101,jian:20,job:[4,14,40,71,74,75,87,103,110,111,113,123,124],job_dispatch_packag:104,job_id:14,job_mod:121,job_nam:[41,105],job_namespac:105,job_path:105,job_workspac:104,jobpath:105,jobport0:105,jobport1:105,jobport2:105,jobport3:105,jobserv:41,join:33,joint:121,jointli:9,journei:87,jpg:[15,123],json:[51,105,106],jth:9,judg:8,juditski:65,jupyt:[41,87],just:[2,5,7,8,9,14,21,32,37,38,47,49,53,65,66,69,70,71,75,76,77,79,80,86,89,93,94,104,105,113,115,121],jx4xr:105,jypyt:29,k8s:119,k8s_data:105,k8s_job:29,k8s_token:29,k8s_train:105,k8s_user:29,kafka:35,kaim:20,kaimingh:123,kebilinearinterpbw:101,kebilinearinterpfw:101,keep:[2,8,13,15,20,33,47,50,62,65,69,79,81,86,94,119],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,54,75,76,81,84,93,94,96,101],kept:[8,69],kera:77,kernel:[8,30,46,47,54,56,65,77,80,82,83,96,97,101,124],kernel_hint:54,kerneltyp:[54,83],kerneltypepair:83,key1:111,key2:111,key_pair_nam:105,keyid:105,keymetadata:105,keypair:105,keyserv:105,keystat:105,keyusag:105,keyword:[2,69],kforcecpu:54,kill:[33,105],kind:[1,2,29,30,33,39,50,54,63,64,82,83,85,87,105,106,122,124],kms:105,knchw8c:60,knchw:60,knhwc:60,know:[2,29,37,57,94,95,100,101,103,105,115],known:[21,31,47,48,61,122],kriz:14,kselectedrow:80,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:105,kubectl:[104,106,107],kuberent:[33,105],kubernet:[29,33,75,103,108,109,119],kubernetes_service_host:29,kusecudnn:54,kusemkldnn:54,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,69,81,124],kwd:25,l1_rate:6,l1_regularization_op:77,l2_rate:6,l2_regularization_op:77,l2_sim:8,l2regular:124,l93:36,label:[2,4,7,8,13,14,15,21,28,42,47,49,50,51,63,67,70,71,73,74,83,102,106,122,123,124],label_dim:[8,124],label_fil:70,label_lay:70,label_path:70,lag:111,lake:2,lambdacost:8,lambdarank:8,lan:103,languag:[8,14,50,75,79,113,121],larg:[11,14,57,65,71,73,94],larger:[2,6,7,8],larger_than:[31,52,67],last:[7,8,9,21,47,61,67,92,111,124],last_seq:62,last_time_step_output:8,lastseen:106,latenc:[8,46,71,104,105],latent:8,later:[32,47,75,77,82,86,89,96,97,105,120,124],latest:[8,31,32,33,40,86,87,89,98,106,116],latter:[65,84,100],launch:[105,111],launcher:29,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,63,65,67,70,71,73,75,77,81,82,84,90,92,99,102,110,111,121,122,123,124],layer_0:95,layer_attr:[8,92,113],layer_help:54,layer_num:[113,123],layer_s:8,layer_typ:[8,55,56],layerbas:95,layerconfig:95,layergradutil:95,layerhelp:[21,54,69],layermap:95,layeroutout:8,layeroutput:9,layout:[15,83],layout_:[54,60,83],layouttyp:[54,83],lazi:[65,77],lbl:7,lead:[60,101],leaki:49,learing_r:63,learn:[6,7,8,9,10,14,29,38,40,43,49,50,56,62,64,65,70,71,73,74,75,77,82,87,92,93,95,96,98,101,116,120,123,124],learnabl:28,learning_method:[121,124],learning_r:[6,23,38,71,102,121,124],leas:33,least:[7,21,33,89,115],leav:[2,31,105],lecun:14,left:[8,31,97,116,123],left_cmd:13,left_right_flip:15,legaci:87,legal:81,len:[2,8,21,38,44,47,69,90,95,124],length:[8,9,13,14,15,21,38,46,55,57,61,62,75,84,92,106,111],less:[8,21,29,119],less_than:29,let02:106,let:[4,7,8,29,31,40,48,50,54,60,61,62,63,76,82,83,96,100,105],level:[6,8,20,21,46,48,51,57,61,62,82,84,85,94,104,111,115,122],lgtest:32,lgtest_main:32,lib64:[87,111],lib:[59,86,87,100,103,115,116,117],libapi:32,libari:59,libc:89,libcuda:87,libgcc_:89,libgoogl:100,libiomp5:56,libmkldnn:56,libmklml_intel:56,libnvidia:87,libpaddl:[58,59,75,100],libpaddle_capi:59,libpaddle_gserv:59,libpaddle_math:59,libpython2:86,librari:[8,32,39,56,59,64,71,83,86,89,96,103,111,116,117],library_:60,librarydevicecontext:60,libstdc:89,licens:[56,64],life:33,lifecycl:119,lifetim:[79,89],lightweight:48,like:[2,7,8,13,14,21,31,32,33,36,41,43,47,48,49,50,51,53,60,64,65,69,70,75,76,77,79,80,83,84,86,89,92,93,94,100,101,102,103,105,110,113,115,116,117,119,121,123,124],limit:[8,13,21,47,57,62,75,77,101,111],linaro:117,line:[1,2,4,7,13,25,32,36,41,45,50,65,67,69,75,77,93,94,99,100,101,104,105,113,121,123],line_break:13,linear:[8,21,62,90],lineno:100,link1:46,link2:46,link:[8,9,32,44,45,79,89,96,105,119,124],linux:[13,44,87,89,93,94,103,105,117],linux_x86_64:[78,89],lipeng:121,lipo:116,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,60,63,66,69,74,76,79,84,90,92,93,95,96,100,103,105,111,113,117,123,124],listdir:103,listen:[33,103,111],littl:[1,2,38,47,54,57,111,124],live:[96,102],load:[1,2,4,15,29,33,49,64,69,71,86,96,105,111,123],load_and_transform:15,load_featur:123,load_feature_c:123,load_feature_pi:123,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[110,111,113,121],load_mnist:49,load_uniform_data:122,loadparamet:4,loadsave_parameters_in_pserv:[36,110,111],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,61,67,69,75,86,87,93,94,100,104,106,110,111],local_scop:30,localhost:[87,98],localpath:45,locat:[8,28,32,47,60,84,92,95,103,117,124],lock:[32,33,37,38,73],lod:[21,57,61,80,84,85],lod_desc:[80,85],lod_expand:62,lod_level:[21,69,80,85],lod_tensor:[21,61,80,85],lod_tensor_arrai:21,lodtensor:[21,53,57,75,85],lodtensorarrai:21,lodtensordesc:[57,80],log:[2,37,45,49,71,89,95,103,104,105,106,107,111,117],log_barrier_abstract:111,log_barrier_lowest_nod:[110,111],log_barrier_show_log:[110,111],log_clip:[110,111],log_error_clip:[110,111],log_period:[106,111,113,122,124],log_period_serv:[110,111],logarithm:5,logger:2,logic:[2,40,49,53,63,64,66,71,73,79,84,96],login:[89,107],logit:[49,83],longer:[33,71],look:[2,7,21,31,41,47,50,65,69,76,77,102,103,105,106,110,122,124],lookahead:8,lookup:[21,53,62,102,124],loop:[30,31,47,70,79],loop_var:84,loss:[8,23,49,51,63,65,77,95,122,124],lot:[60,62,65,69,71,77,103,110,119],low:[8,20,63,64,82,84],low_rnn:61,lower:[8,46,61,62,94,104],lower_level_rnn:61,lowest:111,lpaddle_capi_shar:59,lpaddle_capi_whol:59,lrelu:49,lstm:[8,21,92,106,124],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:124,lstm_step:9,lstm_unit_op:21,lstmemori:[9,92],lstmemory_group:8,lstmlayer:55,ltr:8,mac:[59,93,94,115],machin:[9,14,28,47,49,56,64,65,71,73,77,86,89,93,95,105,106,107,110,111,113,117,119,124],machine_transl:92,maco:[89,90,93,116],macro:[48,60,76,96],made:[2,33,38,47,92],mai:[2,8,9,30,31,42,46,54,64,70,71,73,74,75,79,83,86,87,97,98,101,103,105,117],main:[2,4,21,47,51,64,67,75,89,100,103,105],main_program:[18,21,42],mainli:[39,60,82,86,96,111],mainlin:89,maintain:[8,31,37,65,69,75,105,120],majel:32,major:[46,71,83,115,122,123],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,61,62,65,66,69,70,71,72,75,77,82,84,86,93,94,95,96,100,101,103,105,115,116,117,119,124],make_ddim:97,make_function_oper:48,make_vari:81,maker:[75,76],malloc:[82,95],man:44,manag:[23,28,33,38,39,45,71,79,82,89,98],mandarin:8,mandatori:116,mani:[9,15,32,37,47,49,54,62,66,69,75,76,79,80,81,83,84,93,111,124],manili:51,manipul:[47,69,76,104,116],manner:[8,65,77],manual:[63,65,71,76,104,115,116,119],manufactur:47,manylinux1:89,manylinux1_x86_64:[78,89],map:[2,7,8,13,28,29,31,37,60,69,76,79,81,82,83,84,93,111,119,123],map_fn:84,map_read:13,mapper:13,mapreduc:[29,103],mark:[2,49,50,61,62,73,79,92,100,119],market:46,mask:[6,8,21],master:[29,40,75,78,111,117],mastermind:32,mat:[58,59],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:[8,21,32,46,89,101],matchbox:119,math:[9,56,58,75,94,95,96,101],mathemat:77,matirx:8,matmul:[31,51,61,84,96],matric:[4,92,95],matrix:[7,8,9,13,21,28,36,58,59,95,96,110,113,116,123],matrixptr:95,matrixtyp:59,matter:2,mattyp:36,matur:103,max:[2,6,8,13,14,21,22,30,69,72,101,111,113,124],max_diff:30,max_id:[8,28,124],max_job_id:14,max_length:[8,62,92],max_movie_id:14,max_relative_error:[30,96],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:[7,124],maxid_evalu:7,maxid_lay:124,maxim:8,maximum:[7,8,14,31,38,92,96,101,111,124],maxinum:11,maxoutfunctor:82,maxpool:8,mayb:31,md5:[14,34],mean:[2,6,7,8,9,10,11,13,15,20,28,32,51,62,68,70,71,72,79,83,87,92,93,96,100,101,102,105,111,113,119,121,122,123,124],mean_meta:123,mean_meta_224:123,mean_valu:123,mean_var_nam:8,meant:84,measur:[42,101],mechan:[8,9,39,42,69,76,92,105],mem:[8,31,41,62],mem_per_p:74,mem_per_train:74,member:[8,14,29,50,51,60,66,69,79,96],memcpi:[66,101],memor:8,memori:[1,2,9,31,36,37,41,46,56,57,60,62,65,75,83,92,93,94,95,97,101,102,106,111,113,124],memory_boot:9,memory_nam:8,memory_test:93,memory_threshold_on_load_data:111,memoryalloc:82,mention:[21,32,37,47,61,64,65,71,73,93],mere:9,merg:[8,18,38,40,42,56,61,64,66,72,94,98,111,116,121],mergedict:121,messag:[31,43,47,50,57,67,68,69,75,76,80,85,94,106,111],meta:[123,124],metaclass:96,metadata:[44,105,106],metal:119,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,54,63,64,69,70,72,73,75,79,80,83,84,87,89,95,96,97,98,100,101,111,113,124],methodolog:65,metric:[18,42],microarchitectur:46,might:[8,31,32,47,67,73,93,94,95,100,105,115],mileag:101,million:[14,113],min:[6,8,69,72,101,105,113],min_block:31,min_count:73,min_desc:31,min_pool_s:2,min_word_freq:14,mind:100,mini:[2,8,13,18,21,28,31,33,42,43,47,52,61],mini_batch:70,minibatch:[8,21,31,42,50,52,67],minim:[2,23,31,47,49,63,73,75,102,111,115,116,117],minimum:[8,115,116],minimun:111,minsizerel:[115,116,117],minst:2,minu:76,minus_grad:76,minusgradop:76,minusop:76,minusopgradmak:76,minusopprotoandcheckermak:76,minut:[33,40,87,93,105],mirror:[32,87],mislead:38,miss:[49,111,121],mistak:47,mit:105,mix:[9,84,92],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:100,mkdir:[45,86,98,105,107],mkl:[47,75,82,83,86,87],mkl_packed_:55,mkldevicecontext:82,mkldnn:[8,56,60,83],mkldnn_:56,mkldnn_batch_norm:8,mkldnnactiv:56,mkldnnbase:56,mkldnnlayer:56,mkldnnmatrix:56,mkldnnplace:[82,83],mkldnnstream:56,mkldnntester:56,mklml:56,mklpack:55,mklpackedgatedrecurrentlay:55,mklpackedgemm:55,mklpackedlstmlay:55,mklpackedrecurrentlay:55,mlp:51,mlr:20,mnist:[2,4,35,49,50,67,70,71,74,75,100],mnist_provid:2,mnist_random_image_batch_read:70,mnist_train:[2,70],mnist_train_batch_read:70,mobil:[46,47,75,98,114],mod:103,mode:[8,25,28,46,55,64,94,111,122,123],model:[0,1,4,8,9,14,28,31,33,34,42,50,55,63,64,65,71,73,74,75,77,83,84,90,94,95,98,99,103,105,111,120],model_config:[4,122],model_list:[111,113],model_path:113,model_zoo:[121,123],modif:88,modifi:[4,8,46,51,71,77,92,95,96,103,104,105],modul:[1,2,4,9,14,28,48,49,62,71,84,96,100,123,124],modular:62,modulo:8,moment:[23,100],momentum:[6,21,23,79,124],momentumop:100,mon:106,monitor:124,mono:8,month:[32,124],more:[1,2,4,7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,54,60,61,62,63,69,70,71,73,75,77,84,86,87,90,92,93,95,96,97,98,100,101,102,103,106,113,117,119,124],most:[2,4,8,13,21,28,29,32,40,50,51,60,62,65,70,71,77,82,83,89,92,95,100,101,102,110,119],mostli:[46,119],motiv:75,mount:[41,87,103,105,106],mountpath:[105,106],move:[8,33,37,45,47,65,87,101,105,119],movement:101,movi:[2,14],movidiu:47,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[64,107],mpirun:107,mse:[47,50,63,67],msra:20,much:[8,33,47,63,70,77,84,101],mul:[48,69,74,95,96],mul_grad:96,mul_op:[21,96],mul_ratio:8,mul_result:69,mulgradkernel:96,mulkernel:96,mulop:[48,96],mulopgrad:96,mulopmak:96,multi:[8,42,64,66,95,100,104,110,111,119,123],multi_binary_label_cross_entropi:8,multi_crop:123,multigradientmachin:66,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,54,64,71,73,74,75,83,85,92,95,96,100,103,105,111,113,122,124],multiple_input:69,multiple_param_attr:69,multipli:[7,8,95],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,21,38,57,60,68,69,70,75,81,92,95,96,97,103,105,111,113,115,117],mutabl:[82,97],mutable_data:[82,96,97],mutuable_data:[82,97],mxnet:[31,47],my_cluster_nam:105,my_external_dns_nam:105,my_lib:103,mypaddl:106,name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,57,59,62,67,69,74,75,78,80,81,84,85,87,89,90,92,93,95,96,101,102,103,106,108,109,111,113,116,119,121,122,123,124],name_prefix:35,namespac:[31,52,58,69,95,96,106],nativ:[8,46,94],natur:[37,40,62,73,84,113],navig:98,ncall:100,nccl1:64,nccl2:64,ncclinit:64,nchw8:83,nchw8c:83,nchw:[8,21,56,60],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:115,nearest:[46,124],nearli:30,necess:84,necessari:[2,8,31,38,40,42,57,62,66,69,81,84,95,107,124],necessarili:95,neck:64,need:[2,7,8,9,13,20,21,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,54,60,62,63,64,65,66,68,69,71,73,74,75,76,77,79,80,81,82,84,86,87,88,89,90,92,95,96,97,98,103,105,106,110,111,113,115,116,117,119,122,123,124],neg:[2,7,8,124],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:64,neighbor:124,neon:[46,115,117],ner:7,nerual:21,nervana:47,nest:[2,8,13,31,67],net:[8,9,16,31,49,61,79],net_diagram:123,netop:[31,75],network:[1,2,4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,55,56,61,63,65,70,71,73,77,79,81,82,83,85,90,95,96,97,101,103,111,119,121],network_config:113,networkadministr:105,neural:[2,4,8,9,13,20,28,29,31,33,51,55,56,61,65,71,77,79,82,83,85,90,97,101,103,111,121,122,123],neuralnetwork:66,neuron:[4,21,95,124],never:[13,70,79,105,106],new_block_idx:69,new_stat:61,newblock:69,newer:115,newest:38,newli:[46,116,119],newop:31,newopdesc:69,newprogram:69,newremot:71,newvardesc:69,next:[8,14,33,39,62,64,84,92,95,96,100,101,105,106,111],nextlay:56,nfs4:105,nfs:105,nfsver:105,ngram:14,nic:[110,111],nil:37,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:95,no_cach:2,no_grad_set:[23,30,96],no_sequ:[2,8],node1ip:107,node2ip:107,node3ip:107,node:[8,32,40,51,62,64,71,73,74,75,85,93,95,103,104,105,106,107,111,119],node_0:105,node_1:105,node_2:105,node_id:103,nodeattr:51,nodeentri:51,nodefil:104,nodesep:51,nohup:103,nois:[8,33,49,103,122],noise_dim:122,noisi:[8,49],non:[8,21,33,46,47,80,95,96,105,111],none:[1,2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,61,62,63,67,69,74,81,84,92,102,123,124],nonlinear:[20,95],nor:93,norm:[9,49,60,122],norm_by_tim:8,normal:[2,4,8,9,14,20,65,92,95,103,106,111,121,122,123],normzal:123,notat:8,note:[2,4,6,8,9,11,15,18,28,29,31,36,37,41,57,64,70,75,82,83,86,87,96,97,98,101,103,105,111,113,116,121],notebook:[41,87],noteworthi:47,noth:[5,28,54,69,79,93,111],notic:[47,64,76,92,94,95],notif:94,notin:83,notingradi:96,notion:84,notori:30,now:[2,13,32,33,49,57,60,65,73,75,76,77,79,105,111,116,122],np_arrai:13,nproc:93,nullptr:[76,79,95],num:[8,9,103,111,124],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:[103,110,111],num_group:8,num_hidden:51,num_input:94,num_neg_sampl:8,num_p:[71,74],num_parameter_serv:29,num_pass:[28,106,110,111,113,124],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:80,num_shard:35,num_step:84,num_train:[71,74],number:[2,7,8,9,13,14,15,21,31,33,35,42,65,70,73,75,81,84,93,95,100,103,105,111,121,123,124],numchunktyp:7,numdevices_:113,numer:[8,96],numeric_grad:30,numerical_grad:30,numlogicaldevices_:113,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,69,70,86,96,122,123],numreal:36,numsampl:101,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:93,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,60,64,82,87,93,101,111],nvlink:64,obei:7,obj:[2,123,124],object:[2,4,6,8,9,13,28,29,36,42,49,51,58,63,69,74,75,77,79,97,101,122,123,124],observ:[8,95,101],obtain:[21,40,65,124],obviou:60,obvious:[32,100],occupi:46,occur:[14,28],occurr:31,oct:106,odd:8,off:[59,86,87,93,103,115,116,117,119],offer:[4,31,74,75,81],offici:[8,32,94,98,105,115],offlin:[33,35,119],offset:[8,36],often:[8,36,51,60,94,100,103,124],ograd:95,old:[30,38,40,62,75,111],older:[47,115],omega:77,omit:124,omp_num_thread:100,ompi_comm_world_rank:103,on_init:2,onc:[2,8,33,37,42,47,50,65,71,73,94,95,98,105,124],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,60,61,62,63,64,65,66,67,68,69,70,71,74,75,76,79,80,82,83,84,87,93,94,95,96,102,104,105,106,107,111,113,119,121,122,123,124],onehotcrossentropyopkernel:96,ones:[48,49,75,94,96],onli:[1,2,4,7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,61,62,63,64,66,69,71,73,74,75,80,81,82,83,84,86,88,89,92,93,95,96,97,98,101,105,106,110,111,113,116,119,121,123,124],onlin:[8,10,33,35,70],only_cpu:30,onnx:47,onto:[21,71,73,105,107],op_:96,op_check:96,op_class:[75,81],op_desc:[53,68],op_info:102,op_maker_class:[75,81],op_proto:81,op_registri:102,op_test:96,op_typ:[75,96],opattrcheck:96,opcreat:81,opdesc:[31,50,67,68,69,75,76,81,85],opdescbind:[53,76],opdescbuild:31,open:[2,8,15,29,35,47,49,56,70,94,100,103,105,123,124],openbla:[86,87,115],opencv:15,openmp:100,openmpi:103,opensourc:64,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,54,61,62,63,64,68,71,72,74,77,79,82,83,85,92,94,95,97,101,102,105,111,115,121],operand:[21,46],operator_grad:30,operatorbas:[31,48,75,76,81,96],operatorwithkernel:96,opinfo:[53,75,76],opinfomak:53,opinfomap:76,opkernel:97,opkernelkei:75,opkerneltyp:60,opmak:81,opproto:96,opprotoandcheckermak:[76,96],opprotomak:[81,96],opregist:81,opregistri:81,ops:[23,30,31,32,50,51,65,67,68,69,75,82,96,119],ops_:31,ops_test:32,opt:[29,63,68,74,81,86],opt_op_list:63,optest:96,optestmeta:96,optim:[2,6,16,27,28,30,49,64,65,66,67,71,72,73,74,75,77,80,95,100,101,102,103,115,117],optimis:63,optimize_op_attr:69,option:[2,7,8,18,21,25,29,32,49,54,57,67,68,69,75,80,81,85,93,95,100,103,104,113,115,116,119],optmization_op_list:63,opts_np:68,optyp:[53,81],opwithkernel:[80,83],order:[2,8,9,13,15,21,28,50,57,70,77,84,86,95,100,103,105,106,111,119,122,123,124],ordereddict:28,oregon:105,org:[7,8,9,14,20,35,44,49,87,122],organ:[7,8],orient:81,origin:[1,2,8,9,13,14,21,30,46,49,79,84,94,97,122],other:[2,7,8,9,13,21,23,31,33,38,45,46,47,53,60,61,65,68,77,79,81,82,83,86,92,93,94,100,102,103,105,106,113,115,116,117,119,121,122,123,124],otherchunktyp:7,otherwis:[1,8,13,14,15,21,28,29,33,38,40,49,53,70,92,94,104,113],our:[29,32,49,53,60,64,65,71,73,79,84,86,89,92,93,94,95,100,105,106,115,121,124],out:[8,21,28,29,31,32,37,40,47,51,61,62,69,71,83,90,92,96,97,100,101,105,106,107,111],out_dir:105,out_left:8,out_mem:92,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:8,outgrad_:56,outlier:8,outlin:112,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[4,5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,57,61,62,65,67,68,69,70,71,73,75,76,79,80,81,82,83,84,86,92,93,94,95,96,97,100,101,103,106,111,113,115,121,122,123,124],output_:[8,56,95],output_all_step:61,output_dim_idx:21,output_dir:123,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,90,123],output_max_index:11,output_mem:[8,92],output_mod:25,output_nam:30,output_num:61,output_path:35,output_s:21,output_seg:84,outputbuff:36,outputgradi:76,outputh:8,outputw:8,outsid:[2,8,9,71,79],outter_kwarg:2,outupt:84,outv:95,outval_:56,over:[1,8,9,21,28,29,47,64,65,84,94,95,101,124],overal:[49,65,94,119],overfit:[21,77],overhead:101,overlap:[7,8,95],overlap_threshold:[7,8],overload:[46,54],overrid:[31,33,45,74,82,95,96,97],overview:[37,38,39,82],overwhelm:94,overwrit:[45,103],own:[8,38,40,43,51,53,63,64,65,71,74,77,81,96,103,104,105,115,116],owner:[93,94],paam:15,pack:[84,115],packag:[2,13,14,37,41,48,56,78,86,87,94,96,100,105],pad:[9,21,124],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,55,56,57,58,59,61,62,66,67,71,74,75,77,81,82,84,86,87,89,90,92,93,94,95,96,98,100,101,102,103,104,105,106,107,111,113,115,119,122,124],paddle_begin_init_param:38,paddle_dir:96,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:[96,97],paddle_error:[58,59],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:103,paddle_init_param:38,paddle_init_port:103,paddle_init_ports_num:103,paddle_init_ports_num_for_spars:103,paddle_init_pserv:103,paddle_init_trainer_count:103,paddle_init_trainer_id:103,paddle_init_use_gpu:103,paddle_job:41,paddle_manylinux_devel:86,paddle_matrix:[58,59],paddle_matrix_cr:59,paddle_matrix_get_shap:58,paddle_matrix_shap:58,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:106,paddle_paramet:38,paddle_pserver2:104,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:121,paddle_save_model:38,paddle_send_grad:38,paddle_source_root:121,paddle_train:[59,78,104],paddle_with_mkldnn:60,paddlepaddl:[1,2,4,8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,61,62,63,66,69,70,74,75,79,84,85,88,90,92,93,94,95,96,100,101,103,104,107,108,109,118,119,120,123,124],paddlepaddle_gpu:89,paddlepaddlebook:87,paddlepadl:2,paddpepaddl:2,page:[94,105],pain:74,pair:[7,8,23,25,31,50,63,71,75,83],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:121,paper:[8,20,49,121,122,123],para:36,paraconvert:121,paradigm:[43,75],paragraph:61,paragraph_data:61,paragraph_out:61,parallel:[64,71,73,75,83,93,101,103,105,106,111,113],parallel_nn:[6,110,111],paralleldo:72,param:[6,8,9,13,21,23,30,31,38,66,69,82,97],param_attr:[8,9,21,22,36,69,92],param_config_proto:38,paramattr:[6,8,16,21,92],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,23,25,27,30,31,32,34,36,40,43,45,47,49,50,51,53,57,61,63,64,67,70,71,72,79,81,83,84,86,90,94,95,97,99,102,104,113,116,122,124],parameter_block_s:[110,111],parameter_block_size_for_spars:[110,111],parameter_learning_r:6,parameter_list:[23,63],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient_:36,parametermap:95,parametermutex_:36,parameters_:95,parameters_and_grad:[23,63],parameterserver2:36,parameterset:29,parameterupdat:66,parameterupdater_:36,parametr:8,params_grad:63,paramt:[105,121],paraphrase_data:121,paraphrase_model:121,paraspars:95,parent:[31,67,69,75,95],parent_:[31,79],parent_idx:69,parenthes:75,pars:[4,13,14,32,51,93,105,113,122],parse_config:[4,122],parser:13,part:[2,7,8,31,40,47,57,67,69,71,82,92,95,100,101,103,119,122,124],parti:[93,101,115,116,117],partial:[8,28,122],partial_sum:8,particip:96,participl:121,particular:[50,57,75,83,101],particularli:20,partit:[33,35,71,73,75,103,105],pass:[2,8,13,18,21,26,28,31,33,42,47,49,57,63,65,66,68,69,70,75,77,79,83,84,94,95,101,103,104,105,106,111,122,124],pass_gener:8,pass_id:28,pass_idx:70,pass_test:122,passtyp:95,password:107,past:[29,87,90,105],patch:44,path:[1,2,7,13,14,15,28,33,37,38,41,62,70,86,87,103,105,106,111,113,115,116,117,121,123,124],path_to_paddlepaddle_working_directori:98,pattern:[14,33,58,65,77,105],paus:[33,40],pcie:64,pdf:9,peer:64,pem:[29,35,105],pend:[33,37],peopl:93,pep425tag:89,pep8:94,per:[7,8,14,15,33,38,64,65,70,77,96,111,124],percal:100,perf_test:100,perfom:[111,113],perform:[1,8,9,20,21,30,38,42,46,47,49,64,66,70,71,75,77,82,83,92,93,95,96,99,103,110,115,116,117,122,124],perftool:100,period:[1,33,40,74,111,124],permiss:105,permut:21,peroid:[8,15],persist:[43,80,85,105],persistentvolum:105,persistentvolumeclaim:105,person:[7,29,54],perspect:[75,101],perturb:[30,95],peter:74,pex:119,pfs:[35,45,74],pfsclient:35,pfspath:45,pgp:105,phase:[21,62,64,65,70,76,119],philosophi:[65,77],photo:49,physic:[116,119],pick:[2,105,116],pickl:[103,107],pictur:[64,124],piec:[8,9,97],pil:[15,103],pillow:41,ping:94,pip:[78,86,88,90,94,98,100],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,21,33,40,43,54,64,71,73,75,83,95,97,101,102,123],place_:[54,60,82,83],placehold:[49,82,97,121],placement:73,plain:[1,7,8,13,41,57,59,60],plan:[33,75,95,115],platform:[31,60,82,89,94,96,97,102,105,115,116,117],pleas:[2,4,6,8,9,10,15,29,33,37,38,39,51,60,61,69,70,74,75,82,85,86,87,89,92,93,94,95,96,97,98,100,103,105,115,116,117,120,121,124],plot:29,plu:[8,30],plug:[64,65],pne:96,png:123,pnpairvalidationlay:111,pnpairvalidationpredict_fil:110,pod:[35,41,105,106],pod_nam:105,point:[21,31,33,41,46,64,74,82,93,94,96,97,100,101,115,119],pointer:[31,38,47,51,60,69,75,79,82,97],polar:14,polici:[82,105],pollut:40,polyak:65,ponit:51,pool3:95,pool:[2,9,21,27,72,124],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:[9,124],pooling_typ:[8,124],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51,123],port:[32,100,103,105,106,110,111],port_num:110,portabl:51,portal:98,ports_num:[103,111],ports_num_for_spars:[36,103,110,111,113],pose:33,posit:[2,7,8,9,124],positive_label:7,possibl:[29,31,37,69,73,77,101,122],post:[41,44],postpon:77,potenti:[46,101],power:[46,64,97,119,124],ppo_workspac:98,pprof:100,practic:[92,95],pre:[2,8,9,14,29,38,54,86,94,105,106,115,117,121],pre_activ:69,pre_bia:69,pre_dictandmodel:121,pre_stat:[61,84],preambl:69,precis:[7,42,46,65,86],precision_evalu:7,precompil:43,pred:[51,124],predetermin:[8,111],predic:14,predict:[2,3,7,8,28,71,77,90,92,111,121,124],predict_fil:111,predict_lay:28,predict_output_dir:[110,111,124],predict_sampl:4,predicted_label_id:124,prediction1:28,prediction2:28,prefer:[47,54],prefetch:[36,95],prefix:[7,9,33,35,62,105],pregrad:95,premodel:121,prepand:69,prepar:[4,30,41,66,92,108,124],prepend:69,prepend_oper:69,preprocess:[14,15,84,106],present:[29,31,84,123],preserv:45,press:20,prev_batch_st:[110,111],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[1,10,21,29,33,37,40,77,100],preview:[75,98],previou:[8,9,28,33,45,61,62,73,95,100,105,111],previous:[8,106,123],previous_memori:31,price:[14,75,90],primari:[47,50],primarili:[65,77],primer:94,primit:[46,56,64,84],principl:[29,32,60],print:[6,28,29,47,51,71,89,90,100,107,111,121,124],print_graphviz:51,print_s3_bucket:13,printallstatu:101,printer:7,printstatu:101,priorbox:8,prioriti:75,prite:7,privat:[31,59,69,79,80,81,82,84,94,97],privileg:[93,105],pro:64,prob:[7,28,90,122],probabilist:[8,121],probability_of_label_0:124,probability_of_label_1:124,probabl:[7,8,21,28,62,87,92,94,123,124],problem:[4,8,29,30,32,40,47,49,50,65,75,77,89,93,124],proc:87,proc_from_raw_data:124,proce:[13,33,70,87,105],procedur:[31,57,97,116,121],proceed:20,process:[1,2,4,6,8,9,13,29,31,35,36,37,40,42,43,47,51,56,57,64,71,77,81,92,94,100,103,104,105,106,111,113,121,123,124],process_num:13,process_pr:124,processdata:123,processor:[46,101],produc:[8,9,13,33,47,51,70,123,124],product:[8,9,21,41,47,95,105,106,124],productgraph:106,prof:100,profil:[16,45],proflier:101,program:[1,13,18,20,21,25,29,35,38,40,43,50,52,63,64,70,71,74,75,79,100,101,104,111],programdesc:[43,47,57,68,69,74,76],programm:[47,69,71],progress:[33,37,111],proivid:2,proj:8,project:[8,9,41,59,92,95,96],promis:[8,9,62],prompt:[45,47],prone:29,propag:[8,10,47,65,96,111,113],proper:[54,103],properli:[54,93,124],properti:[2,51,77,111],propos:[31,47,62,63,64,65,72,73,84],proprietari:56,protect:[46,81,95,96],proto:[11,54,57,60,67,75,81,85,96],proto_:81,protobuf:[28,31,41,43,47,50,51,57,67,69,75,76,81],protoc:[115,117],protocol:[7,102,111,119],prove:124,provi:103,provid:[8,14,21,29,31,38,41,42,43,46,47,49,51,53,54,64,65,69,74,77,81,82,84,87,90,97,100,101,103,104,105,115,116,119,121,122,123],providermemory_threshold_on_load_data:110,provis:[105,119],provod:2,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,75,103,105,110,111],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,110,111],pserver_spec:28,pserverstart_pserv:110,pseudo:[29,41,76,84],pseudocod:84,psize:95,ptr:[59,82],pub:107,pull:[32,75,78,94,121],purchas:124,purpos:[8,33,54,71,73,101],push:[31,43,47,94],push_back:95,put:[32,33,36,69,73,82,95,106,115,124],pvc:105,pwd:[86,87,93,98,115],pxe:119,py_paddl:[4,122],pybind:[31,46],pydataprovid:[1,2,124],pydataprovider2:[3,4,124],pypi:89,pyramid:8,pyramid_height:8,python2:100,python3:89,python:[1,2,3,13,21,28,29,31,39,42,43,47,48,49,50,51,54,58,62,66,75,78,82,84,86,87,89,90,92,93,94,98,102,103,107,121,122],pytorch:47,qualcomm:46,qualiti:124,queri:[7,8,105],query_id:7,question:[8,29,73,81,105],queue:73,quick:[51,111],quick_start:[41,105,106,108,124],quick_start_data:106,quickli:[62,69,75],quickstart:106,quit:[62,101],r14b:115,r_t:8,rais:[13,21,51,103],rajathkmp:49,ran:[73,101],rand:[49,101,111,113,122],random:[2,6,8,13,20,21,35,49,60,66,69,70,96,103,111,122],random_crop:15,random_imag:35,randomli:[15,21,40],randomnumberse:110,rang:[2,8,13,20,21,35,46,49,70,71,74,81,94,111,113],rank0:64,rank1:64,rank:[8,21,29,84,97,105,123,124],rank_tabl:21,rankdir:51,ranktabl:21,rapid:76,rare:2,raspberri:118,raspberry_pi:117,raspberrypi:117,raspbian:117,rate:[6,7,8,9,10,14,38,95,124],rather:[4,41,49,84,105],ratio:[8,111],raw:[8,13,57,124],rdma:111,rdma_tcp:[110,111],reach:[33,64,101],read:[1,2,13,15,21,28,29,33,35,47,70,71,73,75,84,87,92,93,98,103,105,115,119,123,124],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_ranking_model_data:29,readabl:[75,100],reader:[0,14,28,35,46,49,50,67,71,74,100,103],reader_cr:35,reader_creator_bool:70,reader_creator_random_imag:[13,70],reader_creator_random_image_and_label:[13,70],readi:[33,105,106,119],readlockguard:36,readm:59,readonesamplefromfil:2,readwritebuffer_:36,readwritemani:105,real:[2,8,21,36,49,70,103,122],realist:29,realiz:[31,60,61],realli:[47,77],reason:[9,29,30,33,47,94,106],recal:7,receiv:[13,33,41,61,73],recent:65,reciev:111,recognit:[2,8,123],recommand:2,recommend:[1,9,29,86,87,88,92,94,95,98,103,104,111,115],recompil:101,record:[13,37,81,105],recordio:[13,14,29,35,37,71,74],recov:[33,84,122],recover:75,recoveri:37,rectifi:[8,20],recurr:[55,61,79],recurrent_group:[9,92],recurrent_lay:9,recurrent_op:84,recurrentgradientmachin:[59,62,84],recurrentgroup:7,recurrentlay:[55,111],recurs:[31,32,45,75],recv:[64,71,73,105],recvparametertyp:36,red:[49,100],redirect:13,reduc:[8,21,46,64,73,75,87,94,100,104,111,113],reduce_by_kei:75,reduce_mean:49,refactor:[50,62,65,66,69,71,73,77,84],refer:[1,4,6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,60,61,64,67,69,75,77,79,82,84,85,86,87,92,93,95,96,97,106,115,116,121,124],referenc:[8,37],reflect:37,reformat:94,refrain:96,reg:81,regard:119,region:[8,79,101],regist:[60,76,82,83,95,101],register_gpu_profil:101,register_lay:95,register_op:[48,75,76,81,96],register_op_cpu_kernel:[82,96],register_op_cuda_kernel:[82,96],register_op_without_gradi:[75,96],register_oper:[53,76],register_tim:36,register_timer_info:101,registerop:81,registr:[96,102],registri:[41,53,82,106,119],regress:8,regular:[6,16,21,23,95,105,124],regularization_coeff:26,reinforc:74,rel:[1,9,30,40,77,96,115],relat:[2,33,40,41,46,60,79,83,94,100,106,116,117,119],relationship:[76,82,122],releas:[74,78,105,115,116,117],relev:96,reli:[30,62,63,65,77,96,100],reliabl:[33,77],relu1:51,relu2:51,relu:[8,49,51,95],relwithdebinfo:100,remain:[84,124],rememb:[8,94],remind:60,remot:[6,32,36,75,94,95,105,111,113],remote_ess:74,remote_sess:74,remoteparameterupdat:[36,39,111],remov:[13,45,47,62,94,111,115,116],ren:20,renam:[45,46,89],reorgan:8,repeat:[31,50,67,68,80,81,85,100],repeatedli:50,replac:[32,37,53,65,74,76],repli:94,replic:71,replicaset:41,repo:[32,94,98,117],report:[37,46,47,71,101],reportdataset:37,repositori:[8,98,115],repres:[2,4,8,9,21,31,37,47,51,57,60,62,65,69,73,74,75,77,80,82,84,85,92,95,105,124],represent:[8,38,49,50,60,62,71,80,124],reproduc:93,request:[32,33,36,40,71,75,78,94,105,106,119,121],requir:[1,7,8,23,29,33,38,40,41,45,46,51,56,61,65,67,68,71,73,75,77,80,81,85,89,93,94,95,96,98,103,105,106,115,117,119,122,124],res5_3_branch2c_bn:123,res5_3_branch2c_conv:123,research:[14,47,71],reserv:[2,21,45],reserveoutput:95,reset:[8,18,33,42],reset_program:[18,42],resetingrad:56,resetinvalu:56,resetoutgrad:56,resetoutvalu:56,resetxxx:56,reshap:[30,70,97],reshape_s:8,resid:93,residu:123,resiz:[15,36,82,96,97],resize_s:15,resize_short:15,resnet_101:123,resnet_152:123,resnet_50:123,resolv:[32,94,106],resourc:[43,64,74,82,105],respect:[2,30,46,49,61,92,95,111,123],respons:[8,36,42,49,64,65,66,77,105,106],rest:[2,8,31,41,44,83,119],restart:[33,38,105,106,119],restartpolici:[105,106],restor:[30,65],restrict:[77,79,100,111],result:[4,5,7,8,21,25,28,30,37,42,49,50,51,57,62,63,64,66,71,96,97,100,101,102,105,111,123,124],result_fil:7,resum:40,ret:13,retain:97,retran:105,retriev:[31,62,79,93,95,100,106],retriv:103,return_op_list:23,return_seq:9,reuqest:78,reus:[31,40,62,70,75,95,96],rev:93,revamp:71,reveal:[29,100],revers:[8,9,92],review:[14,106,124],reviews_electronics_5:106,revis:124,rewrit:[32,96],rgb:[8,15],rho:10,rid:47,right:[2,8,30,31,32,41,42,75,77,94,123],ring:64,rkt:[41,93],rmsprop:[65,124],rmspropoptim:65,rnn:[8,9,31,47,49,62,69,75,79,99,110,124],rnn_bias_attr:92,rnn_layer_attr:92,rnn_out:92,rnn_output:84,rnn_step:8,rnn_use_batch:[55,110,111],rnnalgorithm:62,rnnlm:14,rnnstep:84,roadmap:84,robust:[8,20],rocmplac:60,roi:8,role:[14,29,37,38,64,71,105],rollback:69,root:[10,11,64,105,106,116],rot:8,roughli:[2,122],round:[46,64],routin:[46,56,64],row:[4,7,8,13,21,36,95,123],row_id:8,rows_:80,rpc:37,rpcserver:37,rpi:117,rpi_arm_neon:117,rpi_toolchain:117,rsize:105,rtk:119,rtype:[8,13],rule:[7,47,50,71,95,105],run:[29,30,31,32,33,41,42,46,47,48,49,50,51,60,61,63,64,65,67,68,71,72,73,74,75,79,80,82,83,88,89,90,93,94,95,97,98,100,101,103,104,105,107,108,109,111,115,116,117,119,121,123,124],run_test:86,runinitfunct:101,runnabl:73,running_on_cloud:41,runserv:98,runtim:[1,2,25,31,53,61,74,75,85,87,104,115],runtime_table_:31,s_param:122,s_recurrent_group:92,sacrif:1,safe:41,sai:[8,50,52,70,71,93,111,113],said:47,sake:95,same:[2,4,7,8,9,20,21,28,29,30,37,38,40,48,49,51,54,61,62,64,69,71,74,75,76,79,83,84,86,92,96,97,104,105,113,121,124],samping_id:8,sampl:[2,4,7,13,14,42,49,81,87,103,104,111,113,121,122,123,124],sample_dim:122,sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,80,89,105,124],save:[2,8,13,28,33,35,37,38,41,50,51,57,65,71,80,85,93,103,105,106,111,113,123,124],save_dir:[106,111,113,122,124],save_only_on:[110,111],save_parameter_to_tar:28,saving_period:[110,111],saving_period_by_batch:[110,111,113,124],saw:2,scalabl:75,scalar:[2,8,21,31,52,84],scale:[5,20,65,71,73,76,81,96,103,123],scaleop:96,scaleopmak:[75,96],scalingproject:8,scan:[37,75],scatter:[8,64],scenario:[62,110],scene:110,schdule:105,schedul:[37,41,73,105,122],scheduler_factor:6,schema:121,scheme:[7,10,36,77,96],scope:[30,43,72,74,102],score:[7,8,21,62],scp:107,scrip:124,script:[4,14,64,86,93,96,103,104,105,107,115,123,124],sdk:116,search:[8,33,79,86,92,111],second:[2,8,21,29,45,47,49,51,61,62,67,68,70,79,81,96,104,121,123,124],secret:105,section:[2,47,69,73,92,94,95,100,105,124],see:[2,4,8,9,29,33,46,47,69,74,94,96,97,100,101,105,121,122,123,124],seed:[20,21,101,111],seem:[32,46,47,89],seen:[77,96],segment:[7,61,84,97],segmentor:121,sel_fc:8,selcet:8,select:[8,62,105],selected_generation_scor:62,selected_id:[8,62],selected_indic:8,selected_row:[80,85],selected_rows_desc:[80,85],selected_scor:62,selectedrow:[53,85],selectiv:8,selector:106,self:[30,42,49,51,55,56,57,63,69,84,95,96],selfnorm:8,semant:[14,29,62,78],semat:29,send:[33,38,54,64,71,73,75,81,85,94,103,105,111],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[65,77,94,100],sensit:8,sent:[29,38,71,75,81,106],sentenc:[2,8,14,47,61,62,84,92,124],sentence_input:84,sentiment:[2,124],sentimental_provid:2,separ:[2,7,21,25,38,48,65,71,76,77,103,111,121,124],seper:84,seq:[8,14],seq_len:84,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:121,seq_typ:[2,13],seqenc:21,seqtext_evalu:7,seqtoseq:[8,121],seqtoseq_net:[8,121],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,55,63,67,84,94,95,121,124],sequence_conv_pool:124,sequence_group:8,sequence_nest_group:8,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,31,92,124],seri:[9,89],serial:[2,28,31,37,57,66,75,85],serializ:75,serv:[46,71,75,84,87,101,103,105,122],server:[29,32,36,39,40,47,64,71,75,86,95,104,110,119],serverless:33,servic:[100,103,119],sess:[49,51,63,74],session:[51,63,68,101],set:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,60,61,62,68,69,75,76,79,82,84,86,92,93,94,95,96,97,98,99,100,101,103,104,105,106,110,111,113,116,117,121,123,124],set_active_typ:95,set_default_parameter_nam:6,set_drop_r:95,set_float_el:30,set_input:8,set_siz:95,set_typ:95,setdatatyp:80,setdefault:96,setp:105,setq:93,settup:95,setup:[2,65,71,78,95,96,119,124],sever:[2,7,8,30,36,49,60,61,62,64,66,69,80,84,86,103,104,105,113,124],sexstant:119,sgd:[23,28,29,33,41,65,66,71,73,74,80,102,103,122],sgd_optim:102,sgdasync_count:110,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,60,61,67,69,74,75,80,82,96,97,102,123],shard:[33,34,35,36,37,38,40,71,73,103,105],share:[8,21,32,49,59,66,69,75,77,82,84,93,96,101,111],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[58,59,79,82,97],shell:[87,105,123],shift:[8,123],shorten:8,shorter:[15,123],should:[2,4,6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,54,60,61,62,63,65,66,67,70,71,75,76,77,80,81,83,84,85,90,92,96,98,104,105,115,124],should_be_fals:29,should_be_tru:29,should_shuffl:2,show:[4,7,10,31,33,45,47,52,57,61,64,65,67,84,89,93,97,103,105,106,111,121,123,124],show_check_sparse_distribution_log:[110,111],show_layer_stat:[110,111],show_parameter_stats_period:[106,110,111,113,124],shown:[2,8,29,42,64,71,92,95,97,101,105,122,123,124],shrink:95,shrink_rnn_memori:21,shuffl:[2,13],sid:105,side:[8,28,42,66,97,103,123],sig:105,sigint:104,sigmod:81,sigmod_op:81,sigmod_output:81,sigmoid:[8,22,31,74,81,84,95],sigmoidactiv:9,sign:[44,57,105],signal:104,signatur:105,signific:101,similar:[8,21,31,43,47,62,65,70,71,73,75,77,82,83,84,96,100,105,119,124],similarli:[8,13,47,96],simpl:[1,2,5,7,8,9,13,14,23,28,46,50,51,61,65,67,73,77,79,81,84,101,111,124],simple_attent:92,simple_gru:[92,124],simple_lstm:[8,124],simple_rnn:[8,92],simple_transform:15,simpler:66,simplest:105,simpli:[1,8,15,29,38,87,90,92,101,121,123],simplifi:[29,62,69,81,95,106],simul:[47,116],simultan:105,sinc:[8,9,33,37,39,40,47,53,60,65,70,71,72,74,76,77,84,97,101,105,116,119,122,124],sincer:94,singl:[2,7,9,13,21,33,42,46,54,64,71,73,74,75,79,86,90,95,100,103,106,123,124],singleton:72,sinlg:28,sit:71,site:[32,100,105],situat:[68,83],six:121,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,57,62,65,69,70,71,74,80,81,82,84,87,90,92,95,96,97,102,111,115,116,117,122,123,124],size_a:8,size_b:8,size_t:[36,82,84,95],sizeof:[31,121],skip:[70,94,104,105,123],sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slow:[2,101],slowli:[93,100],small:[2,8,14,30,49,56,62,94,95,111],small_messag:[110,111],smaller:[8,21,30,33,46,62,94],smart:79,smooth:8,snap:106,snapdragon:46,snapshot:[34,40,105],snippet:[48,63,92,95,101,105,124],sock:41,sock_recv_buf_s:[110,111],sock_send_buf_s:[110,111],socket:111,softmax:[8,9,21,29,31,47,51,52,62,67,71,73,74,92,95,121,124],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:124,softmaxoutput:51,softwar:[46,101,119],solid:49,solut:[64,119],solv:[29,75],some:[2,6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,54,60,61,62,63,67,68,69,70,73,75,76,79,82,83,84,94,95,96,97,101,103,105,110,111,113,115,116,117,119,122,124],some_c_api_funct:59,some_inst:59,some_op:[53,61,84],some_python_class:58,somecppclass:58,somedata:28,somegotyp:58,someth:[2,36,69,93,94,100],sometim:[8,70,93,101],someurl:13,somewhat:38,somewher:79,soon:33,sophist:95,sort:[8,14,84,100,105,111],sort_by_length:84,sourc:[8,14,30,32,45,47,49,56,57,59,62,70,75,92,93,100,103,105,106,116,121,124],source_dict_dim:[62,92],source_dict_s:62,source_language_word:[62,92],space:[7,8,46,69,73,77,92,93,101],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,21,36,95,97,103,105,111,124],sparse_binary_vector:[2,13,124],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36],sparse_value_slot:13,sparseparam:95,sparseprefetchrowcpumatrix:95,spatial:8,spatial_scal:8,speak:92,spec:[105,106],specfii:111,special:[8,38,46,53,60,62,63,71,96,121,124],specialvartypeinfer:53,specif:[1,28,32,33,45,62,75,79,82,93,96,113,115,124],specifi:[1,2,7,8,18,21,29,30,36,37,38,41,42,43,45,49,57,69,71,72,74,79,81,84,87,92,93,94,95,97,98,100,105,111,115,116,122,123,124],speech:8,speed:[8,9,46,57,64,65,86,119],spefici:123,sphinx:[58,98],split:[2,8,13,40,47,52,62,72,75,84,103,105,113,121,123,124],split_count:[103,105],sql:1,sqrt:20,squar:[8,10,11,21,51],square_error_cost:102,squarerootnpool:8,srand:111,src:[32,103],src_backward:92,src_embed:[62,92],src_forward:92,src_root:4,src_word_id:[62,92],src_word_vec:62,srl:14,ssd:8,ssh:[105,106,107,117],ssh_server:104,sstabl:29,stabil:[8,30,96],stabl:[78,105],stack:[43,75,84,105,124],stackexchang:8,stage:[32,39,47,49,72,85,104,115],stale:[33,74],stamp:101,standalon:115,standard:[6,13,20,47,75,77,89,93,100,121],stanford:[14,30,106],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,62,64,66,71,72,86,87,89,92,93,100,101,104,107,111,114,121],start_mpi_train:107,start_pass:[110,111],start_po:8,start_pserv:111,startup:[21,33,41,47,105],startup_program:[18,21,23],stat:[101,111],state:[8,9,18,23,31,33,42,43,61,62,79,84,92,106,111,122],state_act:[8,9],statement:[47,50,95,105],static_cast:97,staticinput:[8,92],statist:[8,18,20,42,111,124],statset:101,statu:[41,62,101,105,106],status:106,std:[28,32,36,51,53,54,58,59,68,75,76,79,81,82,83,95,96,97,111],stdbuf:103,stderr:104,stdout:[13,104],step:[4,8,9,11,21,23,30,31,33,38,42,47,49,50,55,62,65,66,69,71,73,75,81,84,86,87,92,94,95,100,101,103,105,106,107,115,117,119,124],step_id:84,step_input:84,step_net:31,step_output:84,step_scop:75,stepnet:[31,61,75,79],still:[37,40,47,71,76,89,97,123],stirng:69,stmt1482205552000:105,stmt1482205746000:105,stochast:[10,33,37,40,65,103],stop:[8,93,104,106,111],stop_gradi:21,storag:[44,46,103,105,106],store:[7,8,14,21,28,30,31,32,36,43,51,53,57,60,62,66,67,69,71,74,75,76,77,79,84,95,96,97,98,103,105,106,107,111,116,117,121,123,124],str:[15,18,21,28,41,84,113],straight:[67,70,80],strategi:[2,11,33,69,73,111],stream:[13,82],stream_:82,streamid:25,street:8,strength:122,strict:[70,103],stride:[8,9,21,60],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[1,2,7,8,13,15,25,28,31,37,45,51,54,57,67,68,69,74,75,76,79,80,81,85,95,96,105,111],strip:[100,124],strongli:103,struct:[37,38,44,46,53,54,59,60,76,81,83],structur:[31,37,47,49,57,62,67,69,75,80,104,105,121,124],sts:105,stuff:94,stun:2,style:[2,8,75,81,86],sub:[7,8,13,29,40,49,61,64,66,69,71,92,95,115,124],sub_nest_seq:8,sub_sequ:[2,8],subclass:[23,69],subcommand:45,subgradi:10,subgraph:[49,73],submiss:71,submit:[75,98,103,105,110,111],subnet0:105,subnet:[29,105],subobjectpath:106,subscript:21,subsequ:[8,64],subsequenceinput:8,subset:[21,95],substanti:123,succeed:[37,106],success:[8,38,105,106,123],successfulcr:106,successfulli:[96,123],successor:111,sudo:[93,105],suffer:30,suffici:111,suffix:[18,41,89,103],suggest:[8,32,94,101],suit:119,suitabl:[80,111],sum:[8,10,31,34,53,69,72,92,95],summar:[49,124],sumopgradmak:76,sumpool:8,sun:20,suppli:[21,80],support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,57,60,62,65,66,68,70,71,73,75,76,77,80,83,86,87,89,90,92,93,95,96,97,98,101,103,105,111,115,116,117,119],suppos:[9,32,48,80,95,124],suppress:[8,45],sure:[86,93,95,100,105],surpass:[8,20],sutibal:82,svs:81,swagger:44,swap_channel:123,swig:[4,39,58,59,86,115,116],swig_paddl:[4,122],switchop:31,sychron:64,symbol:[8,31,51,59,89],symbols_ready_:31,symbolt:[31,75],symlink:94,sync:[33,65,77,111,122],sync_with_cpp:100,syncflag:95,synchron:[33,37,64,103,105,111],syntax:[43,47,62,70],synthes:122,sys:123,sysroot:115,system:[31,32,33,38,40,44,48,49,56,71,73,86,87,89,96,98,100,103,106,115,124],t2b:121,tab:[89,124],tabl:[2,7,8,21,31,47,53,57,80,85,116,123,124],tablelookup:80,tablelookupgrad:80,tablelookupop:80,tableproject:8,tag:[7,14,87,92,103],tagtyp:7,tail:62,take:[2,4,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,60,65,67,68,69,70,75,76,82,83,84,86,92,93,94,95,96,100,101,103,105,106,122],taken:[2,51,60,71,84],talk:[38,117],tangl:100,tanh:[8,9,21,49,62,71,92,95],tanhactiv:9,tar:[13,15,28,105],tarbal:105,target:[8,14,21,23,28,31,32,43,49,51,63,68,71,74,75,86,92,96,115,116,117,121,124],target_dict_dim:92,target_dict_s:62,target_dictionary_dim:8,target_language_embed:8,target_language_word:92,target_link_librari:32,target_word:62,targetinlink:8,task:[2,7,8,57,62,71,81,92,113,121,123],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,82],tcp:[105,111],teach:124,tear:101,technic:33,techniqu:[21,92,95,100],technolog:[47,93],tee:106,tell:[33,37,38,62,81,87,101,115],templat:[48,81,82,96,97,106,119],tempor:[8,124],temporari:[18,41,43,65,69,120],ten:93,tensor:[21,30,32,46,47,49,51,53,54,57,60,61,62,72,73,74,80,83,84,85,96,102],tensor_array_read:84,tensor_array_s:84,tensor_array_stack:84,tensor_array_unstack:84,tensor_array_writ:84,tensor_data:57,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarrai:72,tensorarraydesc:84,tensordesc:[57,80],tensorflow:[31,47,49,52,71,73,77,84,97],term:[8,9,33,76,77],termin:106,tese:1,tessorarrai:84,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,59,65,70,74,78,90,93,97,101,102,103,107,110,121,123,124],test_:96,test_all_data_in_one_period:106,test_check_grad_ingore_i:96,test_check_grad_ingore_x:96,test_check_grad_norm:96,test_check_output:96,test_data_dir:103,test_fcgrad:95,test_gpuprofil:101,test_layergrad:95,test_list:[2,124],test_mkldnn:56,test_mklpack:55,test_mul_op:[86,96],test_norm:96,test_pass:[110,111,113],test_period:[110,111,113],test_recurrent_op:94,test_wait:[110,111],testa:29,testb:29,testbilinearfwdbwd:101,testcas:96,testconfig:95,testfcgrad:95,testfclay:95,testlayergrad:95,testmodel_list:110,testmulop:96,testq:29,testresult:28,testsave_dir:110,testutil:95,text1:45,text:[1,2,7,9,13,29,57,61,105,121,124],text_conv:124,text_fil:13,tflop:101,tftp:119,tgz:[14,89],than:[2,4,6,7,8,9,21,33,41,47,48,49,69,75,77,84,86,92,93,95,103,105,115,119,123],thank:121,the_step:47,theano:47,thei:[2,8,18,20,26,29,32,33,38,40,45,47,49,50,54,62,63,69,73,74,75,81,84,85,92,93,94,95,96,97,101,103,105,110,123],them:[1,2,7,8,9,15,29,30,32,33,36,41,47,48,53,54,62,70,73,75,76,79,80,81,83,84,85,93,94,96,98,101,105,110,111,123,124],themselv:32,theori:[47,101],therefor:65,therein:[8,31],therun:123,theta:49,theta_d:49,theta_g:49,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,43,46,47,48,49,50,51,54,60,61,62,63,64,65,66,67,69,70,71,72,73,74,75,76,77,80,81,82,83,84,87,89,90,92,93,94,95,96,97,98,100,101,102,103,105,106,111,113,115,116,117,119,121,122,123,124],thin:53,thing:[2,49,71,75,82,101],think:[29,32],third:[8,33,51,96,100,101,115,116,117,123],third_parti:[8,56,115,116,117],thirt:93,those:[8,31,32,33,48,50,51,52,67,115,123],though:[84,119],thought:[32,101],thread:[72,95,100,101,111,113],thread_count:72,thread_local_rand_use_global_se:[110,111],thread_pool:72,threadblocks:25,threadid:113,threadloc:101,three:[2,7,8,30,33,42,46,47,50,62,63,66,67,70,82,111,115,122,123],threshold:[6,7,8,33,37,94,111],through:[4,8,21,32,33,37,39,42,63,65,74,92,95,96,98,101,102,103,116,121,122],throughout:[43,124],throughput:[101,103],thrust:75,thu:[2,8,21,40,42,51,95,105,120],tier:106,time:[2,8,9,11,13,21,28,29,30,32,33,37,40,47,48,53,55,60,61,62,64,69,70,71,73,75,76,80,81,84,85,86,92,93,97,100,101,106,111,113,119,124],timelin:[8,75,101],timeo:105,timeout:[33,37],timeout_sec:13,timestamp:[8,34],timestep:[2,8,79],tip:[115,116],titl:14,tls:44,tmp:69,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:28,toadapt:83,todo:[7,13,14,31,33,37,40,62,81],toend:8,togeth:[2,8,9,13,28,84,92],token:[7,8,29,92,121],toler:[28,30,86,96],too:[14,30,60,83,84],took:119,tool:[86,89,92,93,100,105,115,117],toolchain:[100,115,116],top:[7,21,28,61,62,96,123],top_k:[7,21,62],top_level_rnn:61,topk_generated_scor:62,topk_id:62,topk_scor:62,toplevel:93,topolog:[29,33,51,57,66,71,74],topoloi:51,topolopi:28,torch:[31,47],toronto:14,total:[21,28,33,42,64,70,73,100,101,103,106,119,121],total_pass:70,tottim:100,trace:[31,49],track:[33,37,51,69],tractabl:8,tradit:[8,31,46],traffic:71,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,55,57,64,65,66,67,68,74,75,77,80,82,85,92,95,99,101,108,109,110,116,123],train_conf:121,train_config_dir:105,train_data:103,train_data_dir:103,train_id:105,train_list:[2,103,123,124],train_loop:47,trainabl:[8,57,69],traindot_period:110,trainer:[2,4,29,34,35,36,37,39,47,55,56,65,66,71,73,75,95,104,111,113,122,124],trainer_config:[1,2,105,106,124],trainer_config_help:[2,95,124],trainer_count:[90,103,105,106,110,111,113],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[103,105,111],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerid:40,trainerintern:124,training_machin:122,trainingtest_period:110,trainonebatch:36,trainonedatabatch:122,tran:[83,95,111],trane:2,transact:[33,37],transfer:[1,2],transform:[8,9,15,21,75,83,92,95,97,122,124],transform_param_attr:9,transformed_st:9,translat:[8,9,47,121],translation_id:62,translation_scor:62,transpar:[62,104],transpil:47,transport:111,transpos:[8,15,95,122],transposedfullmatrixproject:8,travel:2,travers:50,travi:94,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,69,102,111,117],trg_dic_siz:62,trg_embed:[62,92],triain:1,trick:62,tricki:58,trigger:[40,66],trim:8,trivial:[2,62,84],trn:124,true_block:[31,52,67],true_imag:70,true_label:70,true_neg:42,true_posit:42,true_read:70,truth:[7,8,21,124],tst:124,tune:[6,99,100,124],tuninglog_barrier_abstract:110,tupl:[2,8,9,13,14,15,18,21,28,69,70],ture:8,turn:[8,21,69,70,87,122],tutori:[86,87,92,95,96,100,101,105,107,108,109,116,120,123,124],twice:[49,73],twine:78,two:[1,2,7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,57,60,62,65,67,70,71,74,75,76,77,79,80,81,84,85,92,96,97,101,104,105,113,115,117,121,122,123,124],txt:[2,32,41,45,55,56,95,98,103,105,107,124],type:[2,7,8,9,11,13,14,15,18,21,23,28,29,31,33,36,37,40,41,44,45,46,53,54,57,58,59,61,62,67,68,69,70,75,76,77,80,81,83,85,90,92,93,95,97,103,105,106,111,113,116,123,124],type_nam:81,typedef:[38,46,58,59,60,82],typeid:81,typenam:[48,81,82,96,97],typic:[4,7,71,101,116],ubuntu:[78,89,90,100],ubyt:70,uci:14,uci_h:90,ufldl:8,uid:106,uint16_t:46,uint32:[44,57],uint64:[57,58],uint64_t:58,unawar:38,unbalanc:111,unbound:92,unclear:40,under:[32,37,64,73,83,86,87,97,98,103,104,105],underli:62,understand:[20,47,69,100,101,119,121],understand_senti:92,undeterminist:101,unidirect:8,unifi:[43,51,80,94],uniform:[6,8,13,20,35,49,69,70,111,122],uniform_random:69,uniqu:[29,31,33,40,41,60,69,79,96,103,105,111],unique_nam:69,unique_name_gener:69,unique_ptr:[76,79,82,95],unit:[8,9,21,32,65,77,82,86,92,93,97],unittest:[59,94,96],unittestcheckgrad_ep:110,unk:[80,85,121],unk_idx:124,unknown:[8,21],unless:21,unlik:[8,62,96],unnecessari:94,unordered_map:79,unpack:84,unrol:61,unseen:77,unseg:8,unsign:[38,46],unstack:84,unstack_from:84,unsupervis:49,unsupport:96,until:[33,38,47,72,73,79,105],unzip:115,updat:[6,8,10,23,33,37,38,44,46,49,61,62,63,64,65,66,71,79,84,89,95,100,103,111,113],update_equ:28,update_hook:6,update_memori:31,update_op:63,updatecallback:95,updatestack:105,upgrad:[64,89,120],upload:[33,41,44,78,103],upon:33,upper:8,upstream:94,uri:105,url:[13,14,94],usag:[1,2,7,8,9,15,28,46,52,66,96,101,103,116,121,122],use:[1,2,4,6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,54,60,62,63,64,66,69,71,72,73,74,79,80,81,83,84,85,86,87,89,90,92,93,94,95,96,98,100,101,103,105,106,111,113,115,116,117,121,122,123,124],use_cpu:54,use_cudnn:54,use_eigen_bla:115,use_eigen_for_bla:[115,116],use_etcd:28,use_global_stat:8,use_gpu:[90,103,106,110,111,113,122,123,124],use_mkl_pack:55,use_mkldnn:[8,54,56],use_nesterov:23,use_old_updat:[36,110,111],use_peephol:21,use_sparse_remote_updat:36,used:[1,2,4,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,61,62,65,66,69,70,71,74,75,77,79,81,82,84,86,89,92,93,95,96,97,100,101,105,110,111,113,115,116,117,121,123,124],useful:[1,2,8,9,30,46,79,83,92,95,113,115,124],usegpu:[95,122],user:[1,2,6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,54,60,62,63,64,65,69,70,71,72,73,74,75,76,77,79,81,82,83,84,87,94,98,100,103,105,110,111,119,123,124],user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:35,uses:[2,8,33,40,46,60,61,62,66,71,82,83,86,89,92,93,94,95,97,98,103,105,111,115,123,124],using:[1,2,4,6,8,9,13,21,28,29,31,32,33,37,38,40,41,43,45,46,47,48,49,51,53,61,63,65,67,70,71,76,77,79,81,82,83,86,87,88,89,90,92,94,95,96,97,98,101,103,105,106,107,111,113,115,117,120,121,122,123,124],usr:[86,87,103,105,111],usrdict:121,usrmodel:121,usual:[8,28,41,60,67,77,82,94,96,100,101,105,111,113],utf:121,util:[4,55,56,64,92,95,96,101,119],uuid:[34,40],v7a:115,v8a:115,valid:[8,15,70,75,79,96,105,116,123],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,56,57,61,62,63,65,66,67,69,71,74,75,79,80,81,84,85,92,95,96,105,111,113,115,116,122,123],value1:111,value2:111,value_:80,value_evalu:7,value_rang:13,valueerror:[21,51],values_:84,vanilla:92,varabl:73,vardesc:[31,50,67,69,75,80],vardescbuild:31,vari:[101,105],variabl:[2,10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,60,61,62,63,65,67,68,71,73,74,76,77,80,81,84,95,96,100,102,103,105,106,115,116],variablenamemap:96,varialbl:49,varianc:[8,123],variant:[8,53,60,82,84],varibl:51,varienc:84,varient:84,variou:[31,46,77,115],varproto:81,vars_:[31,79],vartyp:[21,80,85],vartypeinfer:53,vec1:8,vec2:8,vec:83,veclib:116,vector:[2,8,9,13,14,21,29,31,36,38,51,52,61,62,69,75,76,80,84,92,95,97,121,124],vectorenable_parallel_vector:110,veloc:23,vendor:32,verb:14,verbos:[45,94],veri:[2,8,11,32,37,43,47,48,49,62,66,70,73,77,79,82,84,92,100,101,104,124],verifi:[31,95,116],version:[8,9,32,41,45,47,49,51,52,57,62,71,78,86,87,90,93,95,100,101,103,105,106,110,111,115,116,117,121],versu:29,vertic:[8,123],vgg:[9,22],via:[33,88,94,101,105,116,119,124],view:[8,57,60],vim:87,viriabl:103,virtual:[53,54,76,82,93],virtualenv:93,visibl:[40,79],visit:28,visual:[8,62,101],vlog:[36,94],voc_dim:124,voila:90,volum:[98,106],volumemount:[105,106],volumn:105,vutbr:14,wai:[2,7,9,29,38,40,43,47,54,62,65,69,70,74,77,84,92,93,94,95,113],wait:[33,38,72,103,111],walk:[4,116,122],wangkuiyi:32,want:[2,8,29,41,42,49,54,60,65,68,70,74,77,79,82,83,84,86,87,93,94,95,98,100,103,111,113,115,117,121,123,124],warn:[28,45],warp:[8,101],warpctc:8,wast:64,watch:33,wbia:[105,123],weav:47,web:[98,100],websit:[98,124],weight:[7,8,9,10,20,21,26,55,57,77,92,95,111,113,123],weight_act:9,weightlist:95,weights_:95,weights_t:95,welcom:32,well:[41,47,48,49,71,74,77,80,95,105,111,124],were:[7,32,47],west:105,wget:115,what:[6,8,32,47,49,62,69,71,73,81,83,96,100,119,124],whatev:[93,103],wheel:89,when:[1,2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,62,64,65,66,67,69,71,73,75,82,84,86,88,92,93,94,95,96,97,98,100,101,103,105,106,111,113,115,116,119,121,122],whenev:[69,94],where:[2,8,9,10,20,21,29,31,33,40,47,50,60,61,62,65,67,71,75,77,84,92,95,96,100,101,102,111,113,121,123],wherea:[31,37,48,52,82],whether:[7,8,13,15,21,28,30,31,43,70,80,84,86,87,95,96,111,116,122],which:[1,2,4,6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,57,60,61,62,63,64,66,67,68,69,70,71,72,73,74,75,76,79,80,81,83,84,86,89,92,93,94,95,96,97,100,101,103,104,105,111,113,115,116,119,122,123,124],whichev:122,while_loop:[62,84],whileloop:84,whileop:31,whl:86,who:[48,50,64,69,94,121,123],whoever:38,whole:[2,7,13,49,52,58,59,61,64,68,81,94,103,105,106,119,124],whose:[2,8,13,21,30,33,40,61,75,76,81,84,92],why:[9,30,59,93],wide:[32,49,89,104,107],width:[7,8,13,15,36,58,70,95,96],wiki:[8,32],wikipedia:[8,14],wilder:2,window:[8,11,14,65,87,93,115],wirt:51,wise:[8,15,21,73,75,97],wish:[86,89,98,103],with_avx:[86,87,103,115,116],with_bia:81,with_c_api:[86,115,116,117],with_doc:86,with_doubl:[86,95,103],with_dso:86,with_golang:86,with_gpu:[86,93,103,115,116],with_mkl:[55,56,86],with_mkldnn:56,with_mklml:56,with_profil:101,with_python:[86,103,115,116],with_rdma:[103,115,116],with_style_check:[86,94],with_swig_pi:[86,115,116],with_test:[86,96],with_tim:[101,103],within:[8,37,47,116],without:[7,8,23,33,38,69,70,73,75,96,100,103,107,115],wloop:84,wmt14:92,wmt_shrinked_data:14,won:[101,103,123],wonder:2,word2vec:[41,103],word:[2,7,8,14,50,53,61,62,73,75,81,84,92,103,113],word_dict:[103,107,124],word_dim:124,word_id:2,word_idx:14,word_vector:124,word_vector_dim:[8,62,92,121],words_freq_sort:14,work:[2,4,8,13,21,29,31,32,33,43,46,47,54,63,65,69,71,87,92,93,94,95,98,100,101,103,105,106,111,119,124],worker:[73,85,105],workercount:105,workflow:[75,105],workspac:[94,103,104,111],world:103,wors:122,worth:102,would:[28,31,32,33,40,47,48,49,50,63,65,66,69,70,71,72,73,80,84,87,93,94,100,105,115,119,122,124],wouldn:[47,50],wrap:[47,48,49,64,119],wrapper:[9,32,48,64,65,71,76,84,101],write:[2,13,21,29,33,40,46,47,48,51,53,63,65,69,70,71,73,75,76,82,84,93,99,103,105],write_lock:34,writer:[29,69],written:[21,25,31,43,49,57,65,75,76,80,86,87,96,97,100,104],wrong:[2,70],wrote:[51,73],wsize:105,www:14,x64:[115,117],x86:116,x86_64:[115,116],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,87,95,107],xavier:20,xcode:116,xcodebuild:116,xgbe0:111,xgbe1:111,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,70,90,95],xx_layer:54,xxx:[29,84,123],xxxx:34,xxxxxxxxx:105,xxxxxxxxxx:105,xxxxxxxxxxxxx:105,xxxxxxxxxxxxxxxxxxx:105,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[90,102],yaml:[32,104,105,107,119],yancey1989:41,yann:14,yapf:94,year:47,yeild:28,yep:100,yet:[47,119],yield:[2,13,29,35,70,124],yoshua:20,you:[1,2,4,6,8,9,13,28,30,41,46,79,86,87,88,89,90,92,93,94,95,98,100,101,103,104,105,107,111,113,115,116,117,119,121,122,123,124],your:[2,8,13,28,29,32,36,41,45,75,86,88,89,93,94,95,98,101,103,104,105,113,115,116,117,119,124],your_access_key_id:105,your_secrete_access_kei:105,your_source_root:59,yourself:86,yuang:47,yuyang18:[13,14],yuyang:100,z_dim:49,z_size:49,zero:[2,6,8,9,10,13,14,18,30,33,49,62,66,69,80,95,105,111,124],zhang:20,zhidao:121,zip:[14,69,115],zone:105,zxvf:105},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","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 <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Problem","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","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 <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","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","Background","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","Distributed Training","Cluster Training Using Fabric","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle On Kubernetes","Cluster Training Using OpenMPI","&lt;no title&gt;","&lt;no title&gt;","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","PaddlePaddle Documentation","Build PaddlePaddle for Android","PaddlePaddle Compiling Guide for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey","&lt;no title&gt;","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Model Zoo - ImageNet","Quick Start"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0d\u4f7f\u7528":58,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":58,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":58,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4ec5\u4ec5\u4f7f\u7528void":58,"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":59,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":78,"\u52a0\u901f\u6267\u884c":34,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u52a8\u6001\u6269\u5bb9":34,"\u539f\u56e0":58,"\u539f\u56e0\u5217\u8868":58,"\u53c2\u8003\u6587\u6863":44,"\u540d\u8bcd\u89e3\u91ca":44,"\u57fa\u672c\u8981\u6c42":58,"\u5b9e\u73b0":58,"\u5b9e\u73b0\u65b9\u5f0f":59,"\u5bfc\u51fac":58,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":58,"\u63a8\u6d4b\u6267\u884c":34,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\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,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":59,"\u672f\u8bed":34,"\u67b6\u6784\u56fe":44,"\u6846\u67b6\u751f\u6210":44,"\u6982\u5ff5\u89e3\u91ca":35,"\u6a21\u5757":44,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":59,"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u76ee\u5f55\u7ed3\u6784":59,"\u76ee\u6807":44,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u7b26\u53f7":58,"\u7c7b":58,"\u7f16\u8bd1\u9009\u9879":59,"\u7f29\u5bb9":34,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u80cc\u666f":58,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8f6c\u6362\u5e93":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":58,"\u8fdb\u884c\u8bad\u7ec3":35,"abstract":[64,71,72,73,74,119],"book\u4e2d\u6240\u6709\u7ae0\u8282":78,"case":113,"class":[49,66,69,95],"filemanager\u8bbe\u8ba1\u6587\u6863":44,"final":54,"function":[32,48,49,69,121],"new":[82,95,96],"paddle\u52a8\u6001\u5e93\u4e2d":58,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":58,"paddlepaddle\u53d1\u884c\u89c4\u8303":78,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":78,"return":70,"switch":82,"tensor\u5230eigentensor\u7684\u8f6c\u6362":97,AWS:105,Abs:5,DNS:105,EFS:105,For:[32,106],KMS:105,Not:93,The:[31,38,43,47,49,50,52,53,60,63,66,75,76,117],Use:[31,67,98,103,106,113],Using:[32,38,89,104,107,115],With:41,about:49,absolut:62,access:105,account:105,accuraci:21,action:[55,56],activ:[5,8,56],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:105,address:105,addto:8,advanc:82,adversari:122,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,61,68,71,124],all:[79,84],analysi:71,android:115,api:[0,3,55,56,59,63,65,69,77,81],appendix:[119,124],applic:3,approach:101,arbitrari:47,architectur:[71,92,124],argument:[45,70,103,110,113,115,117,124],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:105,assign:21,associ:[79,105],assumpt:119,async:111,attent:92,attribut:[6,77],auc:7,auto:30,averag:65,avg:11,aws:105,backgraound:30,background:[55,73,74,82,83,84,85,96],backward:[47,50,75,96],base:[41,62,73],basepool:11,basic:[82,119],batch:70,batch_norm:[8,21],batch_siz:70,beam:62,beam_search:8,beam_search_decod:21,benchmark:[55,56],benefit:[73,75],between:[29,69,75,81,82],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:31,bind:96,bla:86,block:[31,49,50,67,69,75],block_expand:8,blockdesc:67,book:87,bool:86,bootstrap:119,bottleneck:100,brelu:5,bring:119,bucket:105,build:[49,75,86,88,93,98,106,115,117],built:101,cach:2,can:79,capi:59,capi_priv:59,cast:21,challeng:[68,73],chang:62,check:[8,30,95,104],checker:30,checkpoint:[33,34,40],chines:121,choic:54,choos:[32,105],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,close:30,cloudform:105,cluster:[39,103,104,105,107,113,119],cmake:[32,55,56,117],code:[41,69,94,100,102],column_sum:7,command:[103,112,113,124],commit:106,common:111,commun:111,compar:119,comparis:69,compat:47,compil:[31,46,47,67,75,86,96,102,115,116,117],complet:47,compos:70,comput:[31,50,75,77,97],con:119,concat:[8,21],concept:[69,75,105],concern:56,conclus:[40,51,119],condit:49,config:[3,113],configur:[27,92,99,105,116,124],conll05:14,connect:8,constantiniti:20,construct:50,contain:[87,106],content:[55,56,59,101,105],context_project:8,contribut:[94,98],control:75,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,71,73],convolut:124,core:[30,69,105],cos_sim:[8,21],cost:8,cpu:[72,113],creat:[70,74,75,79,105,106],create_arrai:21,creation:[37,65,77],creator:70,credenti:105,crf:8,crf_decod:8,cross:[115,116,117],cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,86],cudnn:86,cudnnavg:11,cudnnmax:11,current:[46,76],custom:70,data:[8,12,13,21,33,70,71,105,106,121,122,124],datafeed:[13,17],dataprovid:[2,3,111],dataset:[12,14,33,37,103],datatyp:[13,60],decayedadagrad:10,decayedadagradoptim:23,decod:62,decor:70,deep:[31,47],defin:[96,105,124],definit:85,delet:105,demo:[49,105],dens:40,dep:89,depend:[49,86,89],deploi:41,deriv:95,describ:[47,63],descript:[45,75,111,122],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,55,56,57,60,61,62,63,64,66,67,69,70,71,72,73,74,75,76,79,80,82,84],destroi:[79,105],detail:[36,111],detect:[7,8],detection_map:7,detection_output:8,develop:[75,93,99],devic:[82,113],devicecontext:82,dictionari:[70,121],differ:[75,82,103,113],directori:105,discrimin:49,discuss:[49,73],dispatch:[33,37],distribut:[29,33,36,41,71,103,105,111],dnn:56,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,55,56,57,60,64,66,67,69,70,71,72,73,74,75,76,80,82],docker:[41,87,93,106,115],document:[98,114],doe:70,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:105,download:[105,106,121,123],dropout:[8,21],dure:[62,70],dylib:59,dynam:[33,84],dynamic_lstm:21,dynet:51,each:89,ec2:105,eigen:97,elast:105,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21,121,124],engin:49,enough:30,entri:70,environ:[41,115],eos:8,equat:95,eval:71,evalu:[7,18,42],event:[28,29],evolut:47,examin:100,exampl:[29,32,52,59,74,121,122],execut:[31,47,67,72,75],executor:[19,43],exp:5,expand:8,expandlevel:8,explain:30,extern:105,extract:[121,123],fabric:104,factor:8,factorization_machin:8,faq:[88,89],fault:33,featur:123,file:[31,100,105,106,124],fill_const:21,fill_constant_batch_size_lik:21,find:105,first_seq:8,float16:46,fluid:[16,47,64,102],format:[31,33,57,124],forward:[50,96],frame:31,framework:[30,97],from:[29,40,81,86,88],full_matrix_project:8,fulli:8,functor:82,futur:47,gan:[49,122],gate:92,gated_unit:8,gener:[49,62,92,93,100,119,122],get:[90,106],get_output:8,give:70,global:[67,69],gotcha:93,gpu:[87,101,111,113],gradient:[30,38,56,76,95],gradient_print:7,graident:30,graph:[50,51,73,75,77],group:[8,105],gru:[9,111],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,guid:116,hand:101,handler:[29,58],happen:40,hardwar:46,helper:69,hierarchi:31,high:[63,65,77,81],how:[30,36,65,70,75,82,86,96,97,98,99,101],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:116,iam:105,ident:5,identifi:100,identity_project:8,ifels:52,ifelseop:31,imag:[8,9,15,41,87,106,115],imagenet:123,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,57,61,64,65,69,70,72,75,76,77,95,96,97,122],increment:21,infer:[28,115,124],infershap:[67,80],infervartyp:53,info:123,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,105,113],input_typ:2,insid:79,inspect:105,instal:[88,89,90,105,115,116,117,119,124],instanc:105,instead:70,integr:[82,105],intel:[55,56],interact:81,interfac:[12,13,15,30,33,38,39,43,63,70,74,79,123],intermedi:75,interpol:8,introduc:[62,84],introduct:[1,77,103,121,123],isn:70,issu:46,job:[33,41,104,105,106,107],join:8,kei:[55,60,105],kernel:[60,75],kill:104,kmax_sequence_scor:8,kube:105,kubectl:105,kubernet:[41,105,106],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:8,launch:[87,104,107],layer:[8,21,29,48,55,56,69,95,113],layout:60,learn:[31,47],learnabl:8,less_than:21,leval:81,level:[63,65,77,81],libpaddle_capi_shar:59,libpaddle_capi_whol:59,librari:[38,46,60,75,82,115],limit:71,line:[103,112,124],linear:5,linear_chain_crf:21,linear_comb:8,linux:[104,115],list:[34,70],local:[71,74,79,105,113],lod:62,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[61,62,84],lodtensordesc:85,log:[5,94,124],logic:37,logist:124,look:100,low:[65,77,81],lstm:[9,111],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,62],macro:75,main:49,manag:[32,103],map:[70,75],master:[33,37,41],math:[8,82],mathemat:30,matrix:[56,111],max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,61,82],merge_lod_tensor:21,messag:81,method:62,might:49,migrat:75,mileston:75,mini:70,minibatch:13,misc:8,mix:[8,113],mkl:[55,56],mnist:[14,122],mobil:118,model:[2,3,27,29,36,38,40,47,49,57,62,91,92,104,113,121,122,123,124],modifi:106,modul:[75,82,97],momentum:10,momentumoptim:23,more:49,motiv:[43,57,64,68],movielen:14,msrainiti:20,mul:21,multi:72,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:70,multiplex:8,mxnet:51,name:[79,105],nccl:64,nce:8,necess:69,necessari:75,need:[70,93,101],nest:61,net:22,network:[9,75,92,113,122,123,124],neural:[92,124],nlp:[9,111],non:2,norm:[8,77],normaliniti:20,note:30,numer:30,numpi:30,nvprof:101,nvvp:101,object:33,observ:[121,123],offset:62,ones:21,onli:[70,79],op_mak:75,openmpi:107,oper:[48,52,60,65,67,69,73,75,76,80,84,96],opinfomap:75,opkernel:[75,82,96],opproto:81,ops:77,optim:[10,23,33,38,50,63,69,99,124],option:[45,86,121],opwithkernel:75,order:45,org:98,origin:75,orthogon:79,other:56,out_prod:8,outlin:110,output:[8,104,105],overview:[40,43,55,56,75,79,102,124],pack:[55,62],packag:[32,89],pad:8,paddl:[36,64,70,79,97],paddlejob:41,paddlepaddl:[29,31,47,55,56,65,67,71,77,78,86,87,89,98,102,105,106,114,115,116,117,121],pair:105,paradigm:47,parallel_nn:113,paramattr:24,paramet:[6,8,28,29,33,38,39,41,56,65,66,69,73,77,103,105,111,112,121,123],parameteraverageoptim:65,paraphras:121,parent:79,part:50,partit:38,pass:[86,113],path:[40,45],penalti:77,perform:[65,100,101,111],persist:37,pfsclient:[44,45],pfsserver:44,pip:89,place:[60,82],placement:71,platform:103,pnpair:7,point:[55,105],pool2d:21,pool:[8,11],pose:[53,76],potenti:54,power:8,precision_recal:7,predict:[4,123],prefetch:70,prelu:8,prepar:[103,104,105,107,116,121,122],preprocess:[121,124],pretrain:121,print:7,privat:105,pro:119,problem:[42,53,54,60,63,76,83],procedur:119,process:[33,38,41,63,75,93],profil:[25,100,101],program:[31,47,67,69,72,87,103],programdesc:67,project:32,propos:[53,76,77],protobuf:80,protomak:96,provid:[2,70,124],prune:68,pserver:40,pull:87,pydataprovider2:2,python:[4,30,41,55,56,61,63,65,69,70,71,77,81,85,95,96,100,123,124],qualiti:75,queue:[33,37],quick:[90,124],randomnumb:111,rank:7,rank_cost:8,raspberri:117,reader:[12,13,29,70],realiz:75,recoveri:33,recurr:[8,9,92,124],recurrent_group:8,reduce_sum:21,ref:30,refactor:75,refer:[2,55,56,71,73,101],region:105,regist:[53,75,81,96],registr:[75,76],registri:75,regress:124,regular:[26,38,77],rel:62,relat:[75,84],relu:5,remark:96,remot:[39,74],render:105,repeat:8,represent:[31,75],requir:[32,49],reshap:[8,21],resiz:8,resnet:123,result:[104,106],retri:37,reus:69,review:94,revis:121,rmsprop:10,rnn:[61,84,91,92,111],rnnop:[31,61,75],roi_pool:8,rotat:8,route53:105,row:80,row_conv:8,row_l2_norm:8,run:[43,86,87,96,102,106],runtim:[41,71,89],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,61,75,79],script:106,search:62,secur:105,select:[38,80],selectedrow:80,selective_fc:8,sentiment:14,separ:75,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[62,92],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,sequenti:2,server:[33,37,38,41,73,103,105,111],servic:105,session:[71,74],set:112,setup:[105,115],sextant:119,sgd:111,sgdoptim:23,shape:62,share:[29,79],should:79,shrink_memori:21,shuffl:70,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:[62,92],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:70,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,55,60,68,76,83],some:93,sourc:[86,88,102],spars:[38,39,40,80,113],specifi:[113,121],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,standard:[94,124],stanh:5,start:[29,90,103,105,106,124],startup:106,statement:42,step:[61,88],storag:77,store:33,structur:122,style:94,sub_nested_seq:8,subcommond:45,submit:41,suffici:70,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:[57,124],support:[46,64,82,84],survei:[46,51,77,119],synopsi:45,system:[47,105],tabl:59,table_project:8,tanh:5,task:[33,37],tear:105,tecton:119,templat:105,tensor:[8,75,82,97],tensorarrai:[62,84],tensordesc:85,tensorflow:51,test:[55,56,86,94,95,96,111,113],text_conv_pool:9,theori:30,thi:79,think:49,three:84,time:102,timelin:40,timer:101,tip:101,todo:[34,35,72],togeth:79,toi:122,toler:33,tool:[32,98,101,103,119],toolchain:117,topic:82,topk:21,toward:47,train:[28,29,33,36,39,41,63,70,71,87,103,104,105,106,107,111,113,121,122,124],trainer:[28,33,38,40,41,103,105],tran:8,trans_full_matrix_project:8,transfer:124,translat:62,transpil:[64,72],transpos:21,tune:[101,111],ture:47,tutori:121,two:30,type:[60,86,96],uci_h:14,uniform:84,uniforminiti:20,unit:[55,56,94,95,96,111],unpack:62,updat:[29,39,40,98,105],usag:[61,62,70,97,99],use:[36,70,97],user:[33,121],using:93,util:7,value_print:7,vardesc:85,variabl:[69,75,79,85],vector:111,verifi:105,version:[46,89],vgg_16_network:9,visual:123,volum:105,vpc:105,warp_ctc:8,weightdecayregular:26,what:[36,40,93,101],when:[40,79],whl:89,why:[46,47,65,70,75,84,101],wmt14:14,word:[121,124],workflow:94,wrapper:95,write:[94,95,96,98,124],www:98,xavieriniti:20,yaml:106,your:87,zero:21,zoo:123}})
\ No newline at end of file
diff --git a/develop/doc_cn/api/v2/fluid/layers.html b/develop/doc_cn/api/v2/fluid/layers.html
index c8d9fcb60c..e0ed28506e 100644
--- a/develop/doc_cn/api/v2/fluid/layers.html
+++ b/develop/doc_cn/api/v2/fluid/layers.html
@@ -303,7 +303,7 @@ constructor.</p>
 <tbody valign="top">
 <tr class="field-odd field"><th class="field-name">参数:</th><td class="field-body"><ul class="first simple">
 <li><strong>input</strong> (<em>Variable</em>) &#8211; Input to the function</li>
-<li><strong>size</strong> (<em>int</em>) &#8211; Output size</li>
+<li><strong>size</strong> (<em>tuple|list|None</em>) &#8211; Shape of the look up table parameter</li>
 <li><strong>is_sparse</strong> (<em>bool</em>) &#8211; Boolean flag that specifying whether the input is sparse</li>
 <li><strong>param_attr</strong> (<em>ParamAttr</em>) &#8211; Parameters for this layer</li>
 <li><strong>dtype</strong> (<em>np.dtype|core.DataType|str</em>) &#8211; The type of data : float32, float_16, int etc</li>
@@ -795,7 +795,7 @@ constructor.</p>
 <tbody valign="top">
 <tr class="field-odd field"><th class="field-name">参数:</th><td class="field-body"><ul class="first simple">
 <li><strong>input</strong> (<em>Variable</em>) &#8211; Input to the function</li>
-<li><strong>size</strong> (<em>int</em>) &#8211; Output size</li>
+<li><strong>size</strong> (<em>tuple|list|None</em>) &#8211; Shape of the look up table parameter</li>
 <li><strong>is_sparse</strong> (<em>bool</em>) &#8211; Boolean flag that specifying whether the input is sparse</li>
 <li><strong>param_attr</strong> (<em>ParamAttr</em>) &#8211; Parameters for this layer</li>
 <li><strong>dtype</strong> (<em>np.dtype|core.DataType|str</em>) &#8211; The type of data : float32, float_16, int etc</li>
diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js
index f772f14563..7edf071b29 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/kernel_hint_design","design/mkl/mkl_packed","design/mkl/mkldnn","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","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/multi_cpu","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/switch_kernel","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/cluster/fabric_cn","howto/usage/cluster/k8s_aws_cn","howto/usage/cluster/k8s_cn","howto/usage/cluster/k8s_distributed_cn","howto/usage/cluster/openmpi_cn","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","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/kernel_hint_design.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.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/multi_cpu.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/switch_kernel.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/cluster/fabric_cn.md","howto/usage/cluster/k8s_aws_cn.md","howto/usage/cluster/k8s_cn.md","howto/usage/cluster/k8s_distributed_cn.md","howto/usage/cluster/openmpi_cn.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","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":134,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":112,"03m":112,"0424m":112,"0473v3":9,"04\u4ee5\u4e0a":95,"04\u4ee5\u53camaco":97,"055ee37d":116,"0630u":112,"06u":112,"0810u":112,"08823112e":4,"0957m":112,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":123,"0\u5c42\u5e8f\u5217":98,"0_cudnn5":92,"0_cudnn5_avx_mkl":95,"0_cudnn7_avx_mkl":95,"0ab":8,"0rc1":78,"0rc2":78,"0x10f256d50":51,"0x7ffe4de00110":51,"100gi":116,"100m":89,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":134,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":134,"101\u5c42\u7f51\u7edc\u6a21\u578b":134,"10g":41,"1150u":112,"11\u5b9e\u73b0\u4e86c":59,"11e6":117,"12194102e":4,"124n":112,"128\u7ef4\u548c256\u7ef4":133,"12\u4ee5\u4e0a":95,"12\u64cd\u4f5c\u7cfb\u7edf":86,"13m":117,"1490u":112,"14\u7248\u672c\u4ee5\u4e0a\u7684":129,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":125,"152\u5c42\u7f51\u7edc\u6a21\u578b":134,"15501715e":4,"1550u":112,"15\u884c":99,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":91,"16u":112,"173m":134,"173n":112,"1770u":112,"18ad":116,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":117,"197u":112,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":92,"1\u7684\u5c42\u4e4b\u5916":125,"1\u7a00\u758f\u6570\u636e":105,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":125,"1st":21,"210u":112,"211839e770f7b538e2d8":9,"215n":112,"228u":112,"234m":134,"2520u":112,"25639710e":4,"25k":135,"2680u":112,"26\u884c":99,"27787406e":4,"279n":112,"27m":112,"285m":112,"2863m":112,"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":112,"2977m":112,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":91,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":118,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":125,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":118,"2cbf7385":116,"302n":112,"30u":112,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":133,"32777140e":4,"328n":112,"32\u7ef4":133,"32u":112,"32x32":14,"331n":112,"3320u":112,"36540484e":4,"365e":116,"36u":112,"3710m":112,"3768m":112,"387u":112,"38u":112,"3920u":112,"39u":112,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":95,"3\u53f7gpu":89,"4035m":112,"4090u":112,"4096mb":123,"4279m":112,"43630644e":4,"43u":112,"448a5b355b84":117,"4560u":112,"4563m":112,"45u":112,"4650u":112,"4726m":112,"473m":117,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":91,"4gb":123,"500m":89,"50\u5c42":134,"50\u5c42\u7f51\u7edc\u6a21\u578b":134,"50bd":116,"50gi":116,"51111044e":4,"514u":112,"525n":112,"526u":112,"53018653e":4,"536u":112,"5460u":112,"5470u":112,"54u":112,"5690m":112,"573u":112,"578n":112,"5798m":112,"586u":112,"58s":117,"5969m":112,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":133,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":95,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":95,"5_cudnn5_avx_mkl":95,"6080u":112,"6140u":112,"6305m":112,"639u":112,"64\u5e73\u53f0\u4e3a\u4f8b":127,"64\u7ef4":133,"64m":57,"655u":112,"6780u":112,"6810u":112,"682u":112,"6970u":112,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":112,"6\u4ee5\u4e0a":[95,97],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":95,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":133,"6ce9":116,"704u":112,"70634608e":4,"7090u":112,"72296313e":4,"72u":112,"73u":112,"75u":112,"760u":112,"767u":112,"783n":112,"784u":112,"78m":112,"7\u4ee5\u4e0a":127,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":95,"7\u4ee5\u4e0b":127,"7\u548cpip":86,"7\u7248\u672c\u5f00\u59cb":127,"7\u7cfb\u5217":95,"7eamaa":14,"7kb":117,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":108,"8250u":112,"8300u":112,"830n":112,"849m":112,"85625684e":4,"861u":112,"8661m":112,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":133,"877\u884c":133,"892m":112,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":91,"901n":112,"90u":112,"918u":112,"9247m":112,"924n":112,"9261m":112,"93137714e":4,"9330m":112,"94u":112,"9530m":112,"96644767e":4,"983m":112,"988u":112,"997u":112,"99982715e":4,"99m":134,"99u":112,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":128,"9f18":117,"\u4e00":99,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":106,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":117,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":101,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":101,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":101,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":101,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":129,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":89,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":112,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":98,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":98,"\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":105,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":105,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":105,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":106,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":91,"\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":123,"\u4e00\u4e2alabel":99,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":102,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":135,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u4eba":99,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":101,"\u4e00\u53f0\u7535\u8111":103,"\u4e00\u65e9":99,"\u4e00\u662fbatch":89,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":103,"\u4e00\u6b21\u6027\u676f\u5b50":99,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[98,99],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":78,"\u4e00\u822c\u4ece":104,"\u4e00\u822c\u5728paddlepaddle\u4e2d":99,"\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":91,"\u4e00\u822c\u6765\u8bf4":102,"\u4e00\u822c\u7531mkl":56,"\u4e00\u822c\u8868\u793a":99,"\u4e00\u822c\u8bbe\u7f6e":91,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":135,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,96],"\u4e0a":104,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":129,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":78,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":114,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":99,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":118,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0a\u7f16\u8bd1\u5f88\u6162":103,"\u4e0a\u7f51":99,"\u4e0a\u8fd0\u884c":127,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":91,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":93,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":103,"\u4e0a\u8ff0\u7684":90,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":112,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":106,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":106,"\u4e0b":[106,108],"\u4e0b\u540c":91,"\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":112,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":134,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":105,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":101,"\u4e0b\u6587\u4f7f\u7528":118,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":117,"\u4e0b\u6b21":99,"\u4e0b\u7684":118,"\u4e0b\u8868\u5c55\u793a\u4e86batch":134,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":117,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":93,"\u4e0b\u8f7dgpu\u7248\u672c\u7684docker\u955c\u50cf":93,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":112,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":106,"\u4e0b\u9762\u4ee5":114,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":106,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":107,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":59,"\u4e0b\u9762\u5217\u51fa\u4e86":102,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":105,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":118,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":117,"\u4e0b\u9762\u662f":106,"\u4e0b\u9762\u662f\u5bf9":106,"\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":91,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":105,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":134,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":134,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":106,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":105,"\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":96,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":98,"\u4e0d":99,"\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":103,"\u4e0d\u4f1a\u518d\u4ece":89,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":103,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":58,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":105,"\u4e0d\u4f7f\u7528c":58,"\u4e0d\u4f7f\u7528swig":58,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":106,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":106,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":106,"\u4e0d\u540c":56,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":90,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":106,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":123,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":134,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":102,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":58,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":89,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":118,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,96],"\u4e0d\u540c\u8bbe\u5907":106,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":58,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":101,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":101,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":99,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":107,"\u4e0d\u5728":59,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5c11":99,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":58,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":101,"\u4e0d\u6307\u5b9a\u65f6":101,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,96],"\u4e0d\u662f\u771f\u6b63\u7684layer":90,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":90,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":58,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":104,"\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":106,"\u4e0d\u80fd\u592a\u968f\u610f":104,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":104,"\u4e0d\u8fc7":99,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":103,"\u4e0d\u8fdc":99,"\u4e0d\u9519":99,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":103,"\u4e0d\u9700\u8981\u8bbe\u7f6e":127,"\u4e0e":[56,106,111,118,133],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":56,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":78,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":99,"\u4e0e\u53ef\u80fd\u6709\u7684":78,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":114,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":111,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":91,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":115,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":118,"\u4e0e\u8c03\u4f18":111,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":89,"\u4e0ebatch":55,"\u4e0ejob":118,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":106,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":106,"\u4e0epython\u4e0d\u540c":111,"\u4e14":99,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":104,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":111,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,96],"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":99,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":59,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":58,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":58,"\u4e24":99,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":108,"\u4e24\u4e2a\u5d4c\u5957\u7684":101,"\u4e24\u4e2a\u64cd\u4f5c":112,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":99,"\u4e24\u4e2a\u90e8\u5206":108,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":89,"\u4e24\u79cd\u7c7b\u522b":135,"\u4e24\u79cdblas\u5e93":92,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":89,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":78,"\u4e2a":135,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":89,"\u4e2a\u6027\u5316\u63a8\u8350":78,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":123,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":123,"\u4e2d":[55,56,58,59,89,105,106,107,111,118,135],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":104,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":133,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":114,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":56,"\u4e2d\u4f20\u5165\u53c2\u6570":114,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":114,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":89,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":99,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":129,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":135,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":127,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":127,"\u4e2d\u5305\u542bc":[127,129],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":104,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":104,"\u4e2d\u5b8c\u5168\u4e00\u81f4":58,"\u4e2d\u5b9a\u4e49":102,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":101,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":56,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":59,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":55,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":134,"\u4e2d\u5f15\u5165\u7684":55,"\u4e2d\u6307\u5b9a":123,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":125,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":134,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":56,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":107,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":134,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":92,"\u4e2d\u6587\u6587\u6863":108,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":108,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":99,"\u4e2d\u6839\u636e":55,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":89,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":118,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":123,"\u4e2d\u6dfb\u52a0":55,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":56,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":106,"\u4e2d\u7684":[107,134],"\u4e2d\u7684\u4e00\u884c":[2,104],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":114,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":104,"\u4e2d\u7684\u6570\u636e":134,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":134,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":78,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":118,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":115,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":105,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":106,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":89,"\u4e3a":[2,55,56,102,106,127,128,129],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":106,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":104,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":105,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":93,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":105,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":56,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":103,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":101,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":104,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":59,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":56,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":55,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":111,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":127,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":112,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[127,128],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":56,"\u4e3a\u4ec0\u4e48\u7528":103,"\u4e3a\u4f8b":[90,106,135],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":106,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":135,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":91,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":93,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":112,"\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":133,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":115,"\u4e3a\u6b64":117,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":106,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":105,"\u4e3aconst\u51fd\u6570":106,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":105,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":123,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":56,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":56,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":96,"\u4e3b\u8981\u539f\u56e0":99,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":89,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":106,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":135,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":56,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":91,"\u4e3e\u4f8b":89,"\u4e3e\u4f8b\u8bf4\u660e":99,"\u4e4b\u524d":104,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":135,"\u4e4b\u540e":[96,105],"\u4e4b\u540e\u4f7f\u7528":105,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":105,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":108,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":105,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":92,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":59,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":103,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":101,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":105,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":111,"\u4e58\u9664\u7b49\u65f6\u5019":89,"\u4e5f":99,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":101,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":59,"\u4e5f\u4e0d\u751f\u6210":59,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":90,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":103,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":104,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":108,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":101,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":114,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":108,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":112,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":118,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":135,"\u4e5f\u53ef\u5199\u6210":106,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":128,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":127,"\u4e5f\u5c31\u662f":104,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":135,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":103,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":104,"\u4e5f\u5c31\u662f\u8bf4":[123,125,133],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":56,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":118,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":112,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":99,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":101,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":86,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":135,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":58,"\u4e7e":99,"\u4e86":[99,103],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":111,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":112,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":102,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":102,"\u4e8c\u7ef4\u77e9\u9635":134,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":99,"\u4e8c\u8fdb\u5236":133,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":111,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":111,"\u4e94\u661f\u7ea7":99,"\u4ea4\u4e92\u7684\u65b9\u6cd5":111,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":127,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":127,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":127,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":128,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":128,"\u4ea4\u53c9\u7f16\u8bd1raspberri":129,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":127,"\u4ea4\u901a":99,"\u4ea4\u901a\u4fbf\u5229":99,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[127,128],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":93,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec0\u4e48\u662f":103,"\u4ec5\u4ec5\u4f7f\u7528":58,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":56,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":105,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":105,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":118,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":127,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":114,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":135,"\u4ece":[78,87,112],"\u4ece0\u5230num":123,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":114,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":101,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":112,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":91,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":99,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":135,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":128,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":127,"\u4ece\u6e90\u7801\u7f16\u8bd1":94,"\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":105,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":87,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":135,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":55,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":101,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":114,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":99,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":133,"\u4ececmake":127,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ecestart":123,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":104,"\u4ed4\u7ec6\u89c2\u5bdf":134,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":59,"\u4ed6\u4eec\u5206\u522b\u662f":99,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":103,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":99,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":134,"\u4ed6\u662f\u5c06":59,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":58,"\u4ee3\u66ff":118,"\u4ee3\u7801\u4e2d9":99,"\u4ee3\u7801\u53c2\u8003":114,"\u4ee3\u7801\u5982\u4e0b":[89,90,91,102],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":104,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":58,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":111,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":106,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":118,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":56,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5":90,"\u4ee5\u4e0a":[104,127],"\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":102,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":103,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":93,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":119,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":104,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":135,"\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":133,"\u4ee5\u4e0b\u7b80\u79f0rnn":55,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":93,"\u4ee5\u4f7f\u7528":127,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":91,"\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":114,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":105,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":105,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":103,"\u4ee5\u53ca":[55,103,105],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":102,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":103,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":98,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":129,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":106,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":101,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":105,"\u4ee5\u53caandroid":127,"\u4ee5\u53caandroid\u6240\u9700":127,"\u4ee5\u53cagcc":92,"\u4ee5\u53canumpi":35,"\u4ee5\u53carelu":105,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":127,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":128,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":56,"\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":[127,128,129],"\u4ee5\u793a\u533a\u5206":[55,56],"\u4ee5\u8f93\u51fa":89,"\u4ee5\u9017\u53f7":133,"\u4ee5\u9017\u53f7\u95f4\u9694":123,"\u4ee5eigentensor\u4e3a\u4f8b":107,"\u4ee5embedding\u5c42\u4e3a\u4f8b":91,"\u4ee5lstm\u4e3a\u4f8b":90,"\u4ef7\u683c":99,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":115,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":114,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":99,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":55,"\u4f18\u5316\u540e":55,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":105,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":111,"\u4f1a\u4ee5":[55,56],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":55,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":56,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":118,"\u4f1a\u5171\u4eab\u53c2\u6570":91,"\u4f1a\u5173\u8054\u53c2\u6570":90,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":114,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":123,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":99,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":118,"\u4f1a\u5728":[56,108],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":108,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":56,"\u4f1a\u5927\u4e0d\u76f8\u540c":114,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":89,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":101,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":58,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":101,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":89,"\u4f1a\u5f15\u5165":56,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":101,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":111,"\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":114,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":56,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":89,"\u4f1a\u62a5\u9519":101,"\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\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":111,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":58,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":105,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":56,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":104,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":92,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":56,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":118,"\u4f1a\u88ab":114,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":101,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":104,"\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":91,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":123,"\u4f46":59,"\u4f46\u4e0d\u66b4\u9732":59,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":105,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":123,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":99,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":99,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":101,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":92,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":78,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":99,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":89,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":78,"\u4f46\u662f":[89,99],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":59,"\u4f46\u662f\u5728mkl":56,"\u4f46\u662f\u5728paddlepaddle\u4e2d":56,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":122,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":99,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":114,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":104,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":56,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":125,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":56,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":89,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":103,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":58,"\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":111,"\u4f46\u662fbatch":89,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,96],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,96],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":95,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":106,"\u4f46eigen":107,"\u4f4d\u7f6e":99,"\u4f4f":99,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":99,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":102,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":106,"\u4f5c\u4e3a\u53c2\u6570\u7684id":91,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":101,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":58,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":92,"\u4f5c\u4e3a\u8f93\u51fa":102,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":99,"\u4f5c\u7528":98,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":134,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":135,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":133,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":134,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":135,"\u4f60\u53ef\u4ee5\u4f7f\u7528":134,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":125,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":134,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":134,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":133,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":134,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":134,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":108,"\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":105,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":125,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":105,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":105,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":135,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":86,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":105,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":114,"\u4f7f\u7528":[56,59,78,89,90,91,99,101,102,105,111,112,123,127,135],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":125,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":125,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":134,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":125,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":125,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":105,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":89,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":117,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":108,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":91,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":96,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":133,"\u4f7f\u7528\u52a8\u6001\u5e93":58,"\u4f7f\u7528\u53c2\u6570":[92,114],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":127,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":89,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":89,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":133,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":102,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":111,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":118,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":117,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":106,"\u4f7f\u7528\u6587\u6863":106,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":89,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":59,"\u4f7f\u7528\u6848\u4f8b":124,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":114,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":59,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":123,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":101,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":134,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":123,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":123,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":91,"\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":99,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":105,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":58,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":133,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":59,"\u4f7f\u7528c99\u505a\u63a5\u53e3":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":58,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":123,"\u4f7f\u7528cmake\u7684\u8bdd":111,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":125,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":125,"\u4f7f\u7528docker":93,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":93,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":94,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":103,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":108,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":92,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":127,"\u4f7f\u7528init":125,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":99,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":99,"\u4f7f\u7528model":125,"\u4f7f\u7528openblas\u7684\u955c\u50cf":93,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":127,"\u4f7f\u7528paddlepaddl":135,"\u4f7f\u7528pip\u5b89\u88c5":94,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":123,"\u4f7f\u7528regress":78,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":58,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":58,"\u4f7f\u7528void":58,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":91,"\u4f86":99,"\u4f8b\u5982":[2,35,58,59,78,89,90,92,96,99,102,105,112,118,122,123,125,134,135],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":111,"\u4f8b\u5982\u4f7f\u7528":89,"\u4f8b\u5982\u5728deepspeech2":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":58,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":58,"\u4f8b\u5982\u5bf9\u4e8epython":58,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":99,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":99,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":99,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":89,"\u4f8b\u5982c":58,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":58,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":118,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":58,"\u4f8b\u5982python\u7684":58,"\u4f8b\u5982rnn":55,"\u4f8b\u5982sigmoid":105,"\u4f8b\u5982sigmoid\u53d8\u6362":135,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":114,"\u4f8b\u5b50\u4e2d\u662f":105,"\u4f8b\u5b50\u4e2d\u662f0":105,"\u4f8b\u5b50\u4e2d\u662f100":105,"\u4f8b\u5b50\u4e2d\u662f4096":105,"\u4f8b\u5b50\u4e2d\u662f8192":105,"\u4f8b\u5b50\u4e2d\u662ffc":105,"\u4f8b\u5b50\u4e2d\u662fsoftmax":105,"\u4f9bpaddlepaddle\u52a0\u8f7d":123,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":106,"\u4f9d\u6b21\u7c7b\u63a8":78,"\u4f9d\u8d56":[92,95],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":93,"\u4f9d\u8d56libpython2":92,"\u4fbf\u5229":99,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":99,"\u4fbf\u5b9c":99,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":58,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":123,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":91,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":123,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":123,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":134,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":104,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":115,"\u4fee\u590d\u6240\u6709bug\u540e":78,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":78,"\u4fee\u590dubuntu":78,"\u4fee\u6539":[56,78,117],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":117,"\u4fee\u6539\u6210":78,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":112,"\u4fee\u6539\u6587\u6863":109,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[99,104],"\u503c\u5f97\u6df1\u5165\u5206\u6790":112,"\u503c\u7c7b\u578b":125,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":91,"\u5047\u8bbe":105,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":93,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":105,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":89,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":133,"\u504f\u7f6e\u53c2\u6570":134,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":105,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":107,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":78,"\u505a\u63a5\u53e3":58,"\u505a\u68af\u5ea6\u68c0\u6d4b":106,"\u505a\u68c0\u67e5":106,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":123,"\u505c\u7535":99,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":111,"\u5143\u7d20":98,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":98,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":56,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":111,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":55,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":59,"\u5148\u627e\u51fa\u53c2\u6570":90,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":86,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":111,"\u5148\u8c03\u7528initializer\u51fd\u6570":135,"\u514b\u9686\u4e0b\u9762":129,"\u5168\u5bb6":99,"\u5168\u8fde\u63a5\u5c42":133,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":105,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":134,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":105,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":105,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":105,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":105,"\u516c\u5f0f":93,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":106,"\u5171\u4eab\u5185\u5b58":56,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":55,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":106,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":118,"\u5171\u670932":133,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":106,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":99,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":104,"\u5173\u4e8eavx":93,"\u5173\u4e8eeigen":107,"\u5173\u4e8elstm":90,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":118,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":96,"\u5173\u4e8eunbound":101,"\u5173\u952e\u8bcd\u5305\u62ec":104,"\u5176\u4e2d":[2,58,78,89,91,96,102,105,111,127,129,133,134],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":134,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":114,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":128,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":128,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":128,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":135,"\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":98,"\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":134,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":123,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":123,"\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":96,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":107,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":103,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":89,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":89,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":59,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":135,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":125,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":78,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":92,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[127,128],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":102,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":105,"\u5176\u4f59\u884c\u662f":133,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":135,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":111,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":135,"\u5176\u5b83layer\u7684\u8f93\u51fa":101,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":89,"\u5176\u6b21":[2,99,135],"\u5176\u8bf4\u660e\u5982\u4e0b":99,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":55,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":102,"\u5176name\u7531\u53c2\u6570":90,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[59,89],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":103,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":59,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,89,105],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":56,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":101,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[55,56],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":112,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":86,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":135,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":56,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":86,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":134,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,59,104],"\u5177\u4f53\u8bf7\u89c1":104,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":99,"\u5185":102,"\u5185\u5b58":112,"\u5185\u5b58\u4e0d\u8db3":87,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":123,"\u5185\u5bb9":[106,135],"\u5185\u5bb9\u5982\u4e0b":117,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":99,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":118,"\u5185\u90e8":118,"\u5185\u90e8\u5b58\u50a8":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":58,"\u518d\u4ee5":106,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":91,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":58,"\u518d\u57fa\u4e8e":78,"\u518d\u5b89\u88c5":[86,95],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":99,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":99,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":99,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":114,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":111,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":55,"\u518d\u6307\u5b9a":92,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":111,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":112,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":111,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":105,"\u518d\u901a\u8fc7\u51fd\u6570":118,"\u5199\u4ee3\u7801":58,"\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":105,"\u5199\u7684":111,"\u51c6\u5907":99,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":114,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":119,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":114,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":89,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":89,"\u51cf\u5c0fbatch":89,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":114,"\u51fa\u53bb\u73a9":99,"\u51fa\u5dee":99,"\u51fa\u6765":99,"\u51fa\u73b0":86,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":91,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":90,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[86,95],"\u51fd\u6570":[2,55,56,102,105,111,112],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":106,"\u51fd\u6570\u5047\u8bbe":102,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":112,"\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":101,"\u51fd\u6570\u540d":111,"\u51fd\u6570\u540d\u4e3a":59,"\u51fd\u6570\u547d\u540d":58,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":106,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":111,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":105,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":105,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":101,"\u51fd\u6570\u603b\u65f6\u95f4":111,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":105,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":112,"\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":105,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":105,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":111,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":111,"\u51fd\u6570\u91cc\u5b9e\u73b0":106,"\u5206\u4e3a\u597d\u8bc4":135,"\u5206\u522b\u4e3a":133,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":101,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":56,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":99,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":101,"\u5206\u522b\u662f":98,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":102,"\u5206\u522b\u662fsentences\u548clabel":99,"\u5206\u522b\u662fwords\u548clabel":99,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":105,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":99,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\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":114,"\u5206\u5e03\u5f0f\u8bad\u7ec3":109,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":114,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[78,104],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":78,"\u5206\u652f\u4e0a":104,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":104,"\u5206\u652f\u4e2d":78,"\u5206\u652f\u4e3a\u5f00\u53d1":78,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":78,"\u5206\u652f\u4e3a\u7a33\u5b9a":78,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":78,"\u5206\u652f\u5408\u5165":78,"\u5206\u652f\u5408\u5165master\u5206\u652f":78,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":78,"\u5206\u652f\u540d":104,"\u5206\u652f\u540d\u4e3a":78,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":78,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":78,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":106,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":78,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":78,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":127,"\u5206\u652f\u89c4\u8303":104,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":112,"\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":134,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":133,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":133,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":133,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":123,"\u5206\u9694":133,"\u5207\u6362\u5230":104,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":104,"\u5217\u540d":111,"\u5217\u8868\u5982\u4e0b":[2,96],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":105,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":92,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":128,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":123,"\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":123,"\u5219\u53ef\u8bbe\u7f6e":[127,128,129],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":135,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":114,"\u5219\u5ffd\u7565":34,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":123,"\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":112,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":123,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5219\u8bbe\u7f6e\u6210":[127,129],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":89,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":128,"\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":92,"\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":114,"\u521b\u5efa":56,"\u521b\u5efa\u4e00\u4e2a":97,"\u521b\u5efa\u4e00\u4e2akubernet":118,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":104,"\u521b\u5efa\u6210\u529f\u540e":118,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":119,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":105,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":105,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":123,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":133,"\u521d\u59cb\u5316\u7236\u7c7b":105,"\u521d\u59cb\u5316biases_":105,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":101,"\u5220\u9664":104,"\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":128,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":89,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":135,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":89,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":101,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":135,"\u5229\u843d":99,"\u522b\u4eba\u5e2e\u4e86\u5fd9":104,"\u522b\u5fd8\u4e86":103,"\u5230":[34,86,102],"\u5230\u672c\u5730":104,"\u5230\u6b64":106,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":118,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":118,"\u5237\u7259":99,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":118,"\u524d\u53f0":99,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":55,"\u524d\u5411\u4f20\u64ad":105,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":105,"\u524d\u5411\u548c\u540e\u5411":105,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":106,"\u524d\u8005\u5728":89,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":106,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":89,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":106,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":104,"\u524d\u9700\u8981\u5b89\u88c5":111,"\u524d\u9988":114,"\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":78,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":105,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":135,"\u52a0\u5165":112,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":102,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":102,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":91,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":91,"\u52a0\u8f7dtest":123,"\u52a0\u901f\u7f16\u8bd1":92,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":89,"\u52a8\u6001\u5e93":58,"\u52a9\u624b":105,"\u5305":111,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":133,"\u5305\u542b3\u4e2a\u5c5e\u6027":133,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":59,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":92,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":114,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":114,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":111,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":106,"\u5305\u62ec":[35,55,56,114,123,135],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":89,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ec\u751f\u6210cpu":92,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":96,"\u5305\u62ec\u7b80\u5355\u7684":135,"\u5305\u62ecbool":125,"\u5305\u62eclinux":127,"\u5305\u62ecmkl":56,"\u5305\u7684\u65b9\u6cd5\u662f":86,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":99,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":99,"\u5341\u4e00":99,"\u534e\u6da6\u4e07\u5bb6":99,"\u534f\u540c\u5b8c\u6210releas":78,"\u5355\u4e2a\u503c":35,"\u5355\u4f4d\u662fmb":123,"\u5355\u5143\u6d4b\u8bd5":[103,107],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":86,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":106,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":103,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":122,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":99,"\u5355\u53cc\u5c42rnn":100,"\u5355\u5c42":101,"\u5355\u5c42\u4e0d\u7b49\u957frnn":99,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":99,"\u5355\u5c42\u5e8f\u5217":98,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":98,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":98,"\u5355\u5c42\u6216\u53cc\u5c42":98,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":99,"\u5355\u5c42rnn":[99,101],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":99,"\u5355\u673acpu\u8bad\u7ec3":89,"\u5355\u673agpu\u8bad\u7ec3":89,"\u5355\u6b65\u51fd\u6570":102,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":102,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":102,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":102,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":106,"\u5355\u70b9\u6545\u969c":34,"\u5355\u7eaf\u7684":111,"\u5355\u8fdb\u5355\u51fa":101,"\u5360\u4f4d\u7b26":133,"\u5360\u7528\u4e8617":111,"\u536b\u751f":99,"\u5373":[59,89,90,106,108,118,135],"\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":99,"\u5373\u4e0d\u5141\u8bb8\u5728":106,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":99,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":99,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":99,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":99,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":99,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":99,"\u5373\u4f7f\u7528":[59,90],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":123,"\u5373\u4f7fc":59,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":59,"\u5373\u4fbf\u662f":103,"\u5373\u4fbf\u8bbe\u7f6e":86,"\u5373\u4fbfpaddl":59,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":101,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":102,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":99,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":101,"\u5373\u53ef":104,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":89,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":127,"\u5373\u53ef\u5728":129,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":95,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":93,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":111,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":111,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":99,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":89,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,96],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":59,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":135,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":99,"\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":99,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":107,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":101,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":99,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":98,"\u5373\u6574\u6570\u6570\u7ec4":99,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":99,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":99,"\u5373\u66b4\u9732":59,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":99,"\u5373\u7f51\u5361\u540d":118,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":56,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":89,"\u5373\u8bbe\u7f6e":89,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":93,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":58,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":91,"\u5373input":101,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":99,"\u5377\u79ef\u5c42\u6743\u91cd":134,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":135,"\u5378\u8f7dpaddlepaddle\u5305":86,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":107,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":99,"\u539f\u56e0":104,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":86,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":104,"\u539f\u6765\u7684\u65b9\u6848":56,"\u53bb\u8fc7":99,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,23,25,28,58,89,103,105,118,122,133,134],"\u53c2\u6570\u4e3a":106,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":91,"\u53c2\u6570\u540d":134,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":114,"\u53c2\u6570\u6570\u91cf":135,"\u53c2\u6570\u670d\u52a1\u5668":[114,122],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":114,"\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":114,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":114,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":123,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":123,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":123,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":123,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":123,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":89,"\u53c2\u6570\u6982\u8ff0":124,"\u53c2\u6570\u7684\u89e3\u6790":118,"\u53c2\u6570\u7ef4\u5ea6":133,"\u53c2\u6570\u884c":133,"\u53c2\u6570\u8bbe\u7f6e":88,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":99,"\u53c2\u6570\u8bf4\u660e":114,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":93,"\u53c2\u6570\u8f93\u5165":89,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":102,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":104,"\u53c2\u8003":[44,58,93],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":112,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":99,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":114,"\u53c2\u8003\u955c\u50cf\u7684":118,"\u53c8":99,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":56,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":98,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":89,"\u53ca":105,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":102,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53cc\u5c42":101,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":99,"\u53cc\u5c42\u5e8f\u5217":98,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":98,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":99,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":98,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":101,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":98,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":98,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":99,"\u53cc\u5c42rnn":101,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":99,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":99,"\u53cc\u8fdb\u5355\u51fa":101,"\u53cc\u8fdb\u53cc\u51fa":101,"\u53cd\u5411\u4f20\u64ad":105,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":105,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":106,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":106,"\u53cd\u5411op\u7c7b":106,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":106,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":106,"\u53d1\u5e03\u5230dockerhub":78,"\u53d1\u5e03\u5230github":78,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":89,"\u53d1\u884c\u548c\u7ef4\u62a4":104,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":123,"\u53d6\u503c\u76f8\u540c\u7684layer":90,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":96,"\u53d6\u51b3\u4e8e":106,"\u53d8\u6362\u77e9\u9635":105,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":56,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":99,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":135,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":129,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":112,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":89,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":125,"\u53e6\u5916":[99,103],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":134,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":95,"\u53ea\u4f5c\u4e3aread":101,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":123,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":92,"\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":134,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":99,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":135,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":59,"\u53ea\u6709":99,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":133,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":94,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":123,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":101,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":90,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":125,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":90,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":58,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":99,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":89,"\u53ea\u8bfbmemory\u8f93\u5165":101,"\u53ea\u9488\u5bf9\u5185\u5b58":89,"\u53ea\u9700\u4e2d\u65ad":115,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":115,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":102,"\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":[93,99,104,108],"\u53ef\u4ee5\u4ece":93,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":95,"\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":91,"\u53ef\u4ee5\u4f7f\u7528":[91,114],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":95,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":91,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":91,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":123,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":118,"\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":89,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":117,"\u53ef\u4ee5\u521b\u5efa\u975e":106,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":93,"\u53ef\u4ee5\u53c2\u8003":[93,99,102,103,104],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":87,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":133,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":96,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":107,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":112,"\u53ef\u4ee5\u5728":[92,115],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":58,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":118,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":104,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":114,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":107,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06cmake":111,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":101,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":106,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":93,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":112,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":103,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":93,"\u53ef\u4ee5\u6267\u884c":[86,95],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":108,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":92,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":103,"\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":92,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":99,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":92,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":92,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[98,101],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":101,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":114,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":105,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":101,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":111,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":101,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":123,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u67e5\u770b":118,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":117,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":125,"\u53ef\u4ee5\u7528":[44,103],"\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":104,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":112,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":98,"\u53ef\u4ee5\u770b\u51fa":114,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":111,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":112,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":78,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":89,"\u53ef\u4ee5\u8054\u7cfbop":87,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":87,"\u53ef\u4ee5\u88c5\u7684\u662f":103,"\u53ef\u4ee5\u8bbe\u7f6e":[111,127,128,129],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":90,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":107,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":96,"\u53ef\u4ee5\u8fd0\u884c":114,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":92,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":125,"\u53ef\u4ee5\u901a\u8fc7":104,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":102,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":93,"\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":135,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":111,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[86,95],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":128,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":128,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":125,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":135,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":118,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":89,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":91,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":112,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":103,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":106,"\u53ef\u8bbe\u7f6e":[127,128],"\u53ef\u8bbe\u7f6e\u4e3a":128,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":128,"\u53ef\u9009":[2,92,105,114],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":92,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":90,"\u53f3\u8fb9\u662f":134,"\u5403":99,"\u5403\u996d":99,"\u5404\u65b9\u9762":99,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":55,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":106,"\u5408":99,"\u5408\u7406":99,"\u540c\u4e00\u6b21\u524d\u5411":55,"\u540c\u65f6":[55,56,86,89,112],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":92,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":89,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":104,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":101,"\u540c\u65f6\u4f1a\u5f00\u542fintel":56,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":135,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":134,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":135,"\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":112,"\u540c\u65f6\u518d\u5c06":78,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":56,"\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":89,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":91,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":103,"\u540c\u65f6\u63d0\u8d77":78,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":56,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":125,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":89,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":89,"\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":96,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":123,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":101,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":106,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":123,"\u540c\u7406":106,"\u540d\u5b57\u4fee\u9970":58,"\u540d\u79f0":135,"\u540e":[91,92,104,118,127,128,129],"\u540e\u5411":55,"\u540e\u5411\u4f20\u64ad":105,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":105,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":55,"\u540e\u7f00\u4e3a":114,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":89,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":89,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":106,"\u540e\u8005\u7ee7\u627f\u81ea":106,"\u540e\u9988":114,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411\u91cfenable_parallel_vector":122,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":78,"\u5417":103,"\u5426\u5219":[1,106,127,129],"\u5426\u5219\u4f1a\u628a":104,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":123,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":123,"\u5426\u5219\u4f7f\u7528gpu":125,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":102,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":58,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":115,"\u542b\u4e49":[111,134],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":105,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":105,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":105,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":115,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":118,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":123,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":123,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":119,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":123,"\u5440":99,"\u5468\u56f4":99,"\u547d\u4ee4\u4e3a":[86,117],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":117,"\u547d\u4ee4\u5220\u9664":[127,128,129],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":92,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":135,"\u547d\u4ee4\u65f6":127,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":103,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":103,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":103,"\u547d\u4ee4\u884c\u4e2d\u7684":111,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":135,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":92,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":115,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":103,"\u547d\u540d\u4e3a":104,"\u547d\u540d\u89c4\u8303":106,"\u547d\u540d\u8bf7\u9075\u5b88":106,"\u548c":[35,55,56,58,59,78,89,90,91,92,99,102,103,104,105,106,107,108,111,112,114,115,125,127,129,133,135],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":99,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,96],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":106,"\u548c\u4e2d\u6587\u6587\u6863":108,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":89,"\u548c\u504f\u7f6e\u5411\u91cf":105,"\u548c\u5185\u5b58":103,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":98,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":111,"\u548c\u5dee\u8bc4":135,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":98,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":114,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":102,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":103,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":56,"\u548c\u68af\u5ea6\u622a\u65ad":135,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":99,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u548c\u90e8\u5206layer":101,"\u548cpool":98,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":114,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":134,"\u54c1\u8d28":99,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u54ea\u4e9b\u4e0d\u662f":99,"\u5546\u52a1":99,"\u554a":99,"\u5668":135,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,96],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":105,"\u56e0\u4e3a\u53c2\u6570":125,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":102,"\u56e0\u4e3a\u5b83\u6bd4":102,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":118,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":103,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":103,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":111,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3ac":111,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":86,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":58,"\u56e0\u6b64":[1,2,55,99,101,105,127],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":99,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":133,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":107,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":107,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":99,"\u56e0\u6b64\u5f53":127,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":105,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":122,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":134,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":86,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":134,"\u56fe\u50cf\u5206\u7c7b":78,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":134,"\u56fe\u8868":93,"\u5728":[2,55,56,59,78,98,99,102,103,104,106,111,114,128,134,135],"\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":117,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":105,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":114,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":111,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":123,"\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":99,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":106,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":117,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":135,"\u5728\u4e4b\u540e\u7684":89,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":93,"\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":114,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":114,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":114,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":114,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":96,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":78,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":105,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":107,"\u5728\u51c6\u5907\u53d1\u8d77":104,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u51fd\u6570":118,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":123,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":123,"\u5728\u521b\u5efaparameters\u540e":91,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":99,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":123,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":123,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":99,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":89,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":99,"\u5728\u542f\u52a8job\u4e4b\u524d":118,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":111,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":104,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":123,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":114,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":96,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":96,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":56,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":59,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":90,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":93,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":118,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":118,"\u5728\u5bf9\u5e94\u7684":55,"\u5728\u5c42\u4e2d\u6307\u5b9a":125,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":55,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":101,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f02\u6b65sgd\u4e2d":114,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":59,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":105,"\u5728\u5f97\u5230":118,"\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":102,"\u5728\u6267\u884c\u65f6":107,"\u5728\u63d0\u4ea4":104,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":96,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":135,"\u5728\u6709\u666e\u901a\u7684cpu":56,"\u5728\u672c\u4f8b\u4e2d":[99,104,125],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":102,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u672c\u793a\u4f8b\u4e2d":99,"\u5728\u672c\u8282\u4e2d":102,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":123,"\u5728\u6837\u4f8b\u4e2d":59,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":135,"\u5728\u6b64":[122,125],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":135,"\u5728\u6b64\u611f\u8c22":133,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":102,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":99,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":102,"\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":118,"\u5728\u6d4b\u8bd5\u9636\u6bb5":123,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":134,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":104,"\u5728\u751f\u6210\u65f6":102,"\u5728\u7528\u6237\u4f7f\u7528c":59,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":91,"\u5728\u76f8\u5e94layer\u7684":90,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":114,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u7ec4\u5408\u65f6":96,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[127,129],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":105,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":98,"\u5728\u8bad\u7ec3\u4e2d":102,"\u5728\u8bad\u7ec3\u4e4b\u524d":118,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":133,"\u5728\u8bad\u7ec3\u65f6":117,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":56,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":118,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":123,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[127,128,129],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":78,"\u5728\u8be5\u793a\u4f8b\u4e2d":91,"\u5728\u8be5\u914d\u7f6e\u76847":99,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":135,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":112,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":101,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":111,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":107,"\u5728\u8fd9\u4e2a":78,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[105,117],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":99,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":112,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":102,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":78,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":59,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":59,"\u5728\u8fd9\u4e9blayer\u4e2d":99,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":107,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":107,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[102,105],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":101,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":117,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":118,"\u5728\u8fd9\u91cc":101,"\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":105,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":107,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":107,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":114,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":96,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":134,"\u5728\u91c7\u7528sgd":91,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":56,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":55,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":125,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":89,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":127,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":127,"\u5728batch":55,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":86,"\u5728c":58,"\u5728c\u7684\u5934\u6587\u4ef6":58,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[127,128],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":92,"\u5728eigen\u4e2d":107,"\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":128,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":128,"\u5728main":111,"\u5728packing\u4e0a\u7684\u8017\u65f6":55,"\u5728paddl":118,"\u5728paddle\u4e2d":125,"\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":[96,101],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":90,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":90,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":99,"\u5728paramet":34,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":106,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":55,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":101,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":101,"\u5728trainer":125,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":114,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":99,"\u5730\u7406\u4f4d\u7f6e":99,"\u5730\u94c1\u7ad9":99,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":59,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":134,"\u5747\u5300\u5206\u5e03":91,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":123,"\u5747\u662f\u5728":59,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":99,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":99,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":101,"\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":[3,135],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":97,"\u57fa\u672c\u76f8\u540c":133,"\u57fa\u7c7b":106,"\u586b\u5199":104,"\u589e\u52a0":106,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":117,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":106,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":125,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":105,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":112,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":135,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":101,"\u5907\u6ce8":112,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":112,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":99,"\u5916\u5c42outer_step\u4e2d":99,"\u5916\u90e8\u5b58\u50a8":56,"\u591a\u4e2a\u503c":35,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":89,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":89,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":135,"\u591a\u4e2aip\u4f7f\u7528":114,"\u591a\u4e2aparamet":34,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":101,"\u591a\u673a\u8bad\u7ec3":89,"\u591a\u6b21\u8c03\u7528":55,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":101,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":105,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":105,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":105,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":58,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":103,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":93,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":89,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":103,"\u5927\u90e8\u5206":111,"\u5929":99,"\u5929\u4e00\u5e7f\u573a":99,"\u5929\u4e00\u9601":99,"\u5934\u4fe1\u606f\u4e2d":91,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":105,"\u5934\u6587\u4ef6\u5982\u4e0b":105,"\u597d":99,"\u597d\u5403":99,"\u597d\u8bc4":135,"\u5982":[2,102,104,106,125],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":107,"\u5982\u4e0b":[2,114],"\u5982\u4e0b\u56fe\u6240\u793a":[99,112],"\u5982\u4e0b\u6240\u793a":[125,134],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":135,"\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":109,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":109,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":135,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u6709":106,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":105,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":134,"\u5982\u679c\u4e0d\u4e3a0":123,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":114,"\u5982\u679c\u4e0d\u4f7f\u7528docker":92,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":92,"\u5982\u679c\u4e0d\u5207\u8bcd":135,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":108,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":111,"\u5982\u679c\u4e0d\u6536\u655b":91,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":56,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":123,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":92,"\u5982\u679c\u4e3afals":123,"\u5982\u679c\u4e3atrue":[2,123],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":92,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":104,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":95,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":123,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":102,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":125,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":123,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":128,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[127,129],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":102,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":105,"\u5982\u679c\u4f7f\u7528":133,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":92,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":92,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":58,"\u5982\u679c\u5173\u95edmkl":92,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":86,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":89,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":133,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":87,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":114,"\u5982\u679c\u5728\u4f7f\u7528mkl":56,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":95,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":123,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":123,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":123,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":91,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":106,"\u5982\u679c\u5931\u8d25":78,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":56,"\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":89,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":118,"\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":114,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":87,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":93,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":93,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":92,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":103,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":93,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":112,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":92,"\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":112,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":112,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":107,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":99,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":112,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":103,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":112,"\u5982\u679c\u6267\u884c\u6210\u529f":134,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":89,"\u5982\u679c\u63d0\u793a\u6b63\u786e":108,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":87,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":101,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":101,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":104,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":78,"\u5982\u679c\u672a\u8bbe\u7f6e":123,"\u5982\u679c\u672a\u8bbe\u7f6egpu":125,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":59,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":112,"\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":123,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":93,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":101,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":104,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":123,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":103,"\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":90,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":133,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":91,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":58,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":103,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":112,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":115,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":86,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[86,95],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[86,95],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":103,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":105,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":102,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":78,"\u5982\u679c\u8981\u542f\u7528gpu":114,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":104,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":104,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":91,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":91,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":123,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":104,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":58,"\u5982\u679c\u8f93\u51fa\u662fno":93,"\u5982\u679c\u8fd0\u884c":86,"\u5982\u679c\u8fd0\u884c\u6210\u529f":134,"\u5982\u679c\u8fd8\u4e0d\u884c":86,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[95,97],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":105,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":105,"\u5982\u679c\u9700\u8981\u83b7\u53d6":95,"\u5982\u679ccuda":106,"\u5982\u679clearning_rate\u592a\u5927":91,"\u5982\u679clearning_rate\u592a\u5c0f":91,"\u5982\u679cmkl":56,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":106,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":106,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":86,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":128,"\u5982\u679cparamet":34,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":104,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":89,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":104,"\u5982\u9ad8\u4eae\u90e8\u5206":112,"\u5982train":114,"\u5b50":99,"\u5b50\u53e5":101,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":101,"\u5b50\u76ee\u5f55":103,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":56,"\u5b57\u5178\u5171\u5305\u542b":133,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":133,"\u5b57\u6bb5\u4e2d":118,"\u5b57\u6bb5\u4e3a\u4f8b":89,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":118,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":118,"\u5b57\u6bb5\u8bbe\u4e3a":78,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":103,"\u5b66\u4e60\u6210\u672c\u9ad8":58,"\u5b66\u4e60\u7387\u4e3a":91,"\u5b81\u6ce2":99,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":56,"\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":134,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":105,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":105,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":56,"\u5b83\u53eb\u505a":102,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":115,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":104,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":112,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":105,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":102,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":102,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":115,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":134,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":90,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":97,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":105,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":99,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":99,"\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":115,"\u5b83\u7684":102,"\u5b83\u7684\u529f\u80fd\u662f":106,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":98,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":105,"\u5b83\u8868\u793a":103,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":56,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":105,"\u5b89\u6392":99,"\u5b89\u88c5":111,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":97,"\u5b89\u88c5\u540e":93,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":59,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":108,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":108,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[114,128],"\u5b89\u88c5\u5b8c\u6bd5\u540e":111,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":103,"\u5b89\u88c5\u6587\u6863":96,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":114,"\u5b89\u88c5\u6d41\u7a0b":135,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":135,"\u5b89\u9759":99,"\u5b8c\u6210":104,"\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":101,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":118,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":93,"\u5b8c\u6210\u5b89\u88c5":95,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":56,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":56,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":98,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":96,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":89,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":91,"\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":105,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":102,"\u5b98\u65b9\u6587\u6863":92,"\u5b9a\u4e49":56,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":101,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":56,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":101,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":90,"\u5b9a\u4e49\u4f4d\u7f6e":106,"\u5b9a\u4e49\u5728\u5916\u5c42":101,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":123,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":102,"\u5b9a\u4e49\u7c7b\u578b":106,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":102,"\u5b9a\u4e49\u8f93\u5165":106,"\u5b9a\u4e49\u8f93\u51fa":106,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":102,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":102,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":96,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":99,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":56,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":105,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":102,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":105,"\u5b9e\u73b0\u5728":106,"\u5b9e\u73b0\u5bf9":107,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":106,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":105,"\u5b9e\u73b0\u7684":90,"\u5b9e\u73b0\u7b80\u5355":58,"\u5b9e\u73b0\u7ec6\u8282":105,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":105,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":105,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":101,"\u5b9e\u73b0\u8be5\u5c42\u7684c":105,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":90,"\u5b9e\u9645\u4e0a\u53ea\u6709":134,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":89,"\u5ba2\u6237":99,"\u5bb6":99,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":118,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":127,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":89,"\u5bbf\u4e3b\u673a\u7684c":[127,128,129],"\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":112,"\u5bf9":99,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,96],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,96],"\u5bf9\u4e8e":102,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":114,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":114,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":58,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":99,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":103,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":99,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":99,"\u5bf9\u4e8e\u53cc\u5c42rnn":99,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":58,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":99,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":55,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":93,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":58,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":58,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":55,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":111,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":105,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":56,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":114,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":99,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":99,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":55,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":59,"\u5bf9\u4e8e\u6bcf\u79cdc":59,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":135,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":102,"\u5bf9\u4e8eamazon":135,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":112,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":105,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":91,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":104,"\u5bf9\u5e94":128,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":101,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":101,"\u5bf9\u5e94\u4e8e\u5b57\u5178":133,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":106,"\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":135,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":55,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":105,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":105,"\u5bf9\u6bd4":58,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":55,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":55,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":106,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":105,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":104,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":104,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":135,"\u5bf9\u8c61":91,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":59,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":101,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":78,"\u5bf9\u9762":99,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,96],"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":56,"\u5bfb\u627epython\u4e0ec":111,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":59,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":89,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":89,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":89,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":86,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":91,"\u5c01\u88c5\u4e86":112,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":105,"\u5c06":[2,78,91,112,135],"\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":102,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":114,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":127,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":127,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":123,"\u5c06\u5176\u8bbe\u7f6e\u6210":89,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":99,"\u5c06\u542b\u6709\u5b50\u53e5":101,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":99,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":123,"\u5c06\u5927\u91cf\u7684":58,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":91,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":102,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":111,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":111,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":114,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":133,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":78,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":105,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":91,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":104,"\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":118,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":118,"\u5c06\u7528\u4e8epython":106,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":118,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":133,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":118,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":135,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":115,"\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":99,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":104,"\u5c06\u900f\u660e":115,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":89,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":93,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":118,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":78,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":119,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":91,"\u5c06recurr":90,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":56,"\u5c1a\u53ef":99,"\u5c31":99,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":92,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":111,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":93,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u6309":103,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":89,"\u5c31\u662f":99,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":112,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":135,"\u5c31\u8fd9\u4e48\u7b80\u5355":93,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":112,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":58,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":93,"\u5c3a\u5bf8":134,"\u5c3d\u65e9\u62a5\u9519":106,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":105,"\u5c42\u6743\u91cd":134,"\u5c42\u6b21\u5316\u7684rnn":101,"\u5c42\u7279\u5f81":134,"\u5c42\u7684\u540d\u79f0\u4e0e":102,"\u5c42\u7684\u5927\u5c0f":105,"\u5c42\u7684\u7279\u5f81":134,"\u5c42\u7684\u7c7b\u578b":105,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":102,"\u5c45\u7136":99,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":135,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":111,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":90,"\u5c5e\u6027":106,"\u5de5\u4f5c\u6a21\u5f0f":123,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":115,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":114,"\u5de5\u5177\u5408\u5e76fat\u5e93":128,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":108,"\u5de5\u5177\u6765\u7ba1\u7406":104,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":108,"\u5de5\u5177\u94fe":127,"\u5de5\u5177\u94fe\u7684android":127,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":111,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":134,"\u5de6\u8fb9\u662f":134,"\u5dee\u8bc4":135,"\u5df2\u6253\u5f00":104,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":123,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":112,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":106,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":101,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":101,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":98,"\u5e38\u5e38\u51fa\u73b0":86,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":135,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[127,128],"\u5e38\u89c1\u7684\u5305\u62ec":111,"\u5e72\u51c0":99,"\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":133,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e0d\u4fdd\u8bc1":105,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":99,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":118,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":99,"\u5e76\u4e0d\u96be":103,"\u5e76\u4e14":[2,102],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":93,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":107,"\u5e76\u4e14\u4f1a\u5199\u597d":56,"\u5e76\u4e14\u4f1a\u6839\u636e":127,"\u5e76\u4e14\u4f7f\u7528":59,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":99,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":125,"\u5e76\u4e14\u5305\u62ecunit":104,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":134,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":56,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":89,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":118,"\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":58,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":135,"\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":134,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":96,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":128,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":55,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":103,"\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":86,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":106,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":104,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":58,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":106,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":104,"\u5e76\u4e14\u8fd0\u884c":103,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":105,"\u5e76\u4e14cpu":106,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":91,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":115,"\u5e76\u4f7f\u7528\u4e86dropout":135,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":114,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":104,"\u5e76\u521b\u5efaoptim":96,"\u5e76\u521d\u59cb\u5316":106,"\u5e76\u5220\u9664":78,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":78,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":95,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":114,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":105,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":102,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":55,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":105,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":90,"\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":106,"\u5e76\u5b89\u88c5\u4e86python":86,"\u5e76\u5b89\u88c5\u6700\u65b0":95,"\u5e76\u5b89\u88c5\u6709python2":97,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":114,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":86,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":105,"\u5e76\u5c06":78,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":102,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":90,"\u5e76\u5c06c":59,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":93,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":56,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":117,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":87,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":114,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":95,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":58,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":55,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":106,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":106,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":97,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":133,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":95,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[127,129],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":114,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":114,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u89c2\u5bdf\u7ed3\u679c":112,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":106,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":104,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":96,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":78,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":135,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":78,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":106,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":111,"\u5e8a\u4e0a\u7528\u54c1":99,"\u5e8a\u57ab":99,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":98,"\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":101,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":98,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":101,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":101,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":98,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":89,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":102,"\u5e94\u7528\u6a21\u578b":135,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":104,"\u5e94\u8be5":99,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":102,"\u5e94\u8be5\u8bf4\u8c22\u8c22":104,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":103,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":91,"\u5e95\u5c42\u8fdb\u7a0b":115,"\u5efa\u7acb\u4e00\u4e2a":104,"\u5efa\u8bae":[78,94,104],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":123,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":59,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":104,"\u5f00\u53d1\u5206\u652f":95,"\u5f00\u53d1\u8005\u4f7f\u7528":103,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":78,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":78,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":78,"\u5f00\u53d1\u955c\u50cf":104,"\u5f00\u542f":92,"\u5f00\u5934":[55,56],"\u5f00\u5934\u7684\u90e8\u5206":114,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":114,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f00\u59cb\u6807\u8bb0":102,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":114,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":135,"\u5f00\u59cb\u9636\u6bb5":112,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":122,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":55,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":102,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":101,"\u5f3a\u70c8\u63a8\u8350":99,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":102,"\u5f53":125,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":105,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":91,"\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":102,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":91,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":105,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":99,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":114,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":114,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":114,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":135,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":135,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":78,"\u5f53\u53ea\u505a\u63a8\u65ad":55,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":123,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":123,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":91,"\u5f53\u5f00\u542f":56,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":111,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":118,"\u5f53\u6253\u5f00":56,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":56,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":123,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":135,"\u5f53\u6a21\u5f0f\u4e3a":123,"\u5f53\u7136":[93,112],"\u5f53\u7136\u53ef\u4ee5":103,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":56,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":59,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":90,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":56,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":105,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":102,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":123,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":125,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":107,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f53n1":89,"\u5f62\u6210recurr":101,"\u5f62\u6210recurrent\u8fde\u63a5":101,"\u5f62\u72b6":134,"\u5f88":[99,135],"\u5f88\u591a":[99,103],"\u5f88\u5b89\u9759":99,"\u5f88\u5e72\u51c0":99,"\u5f88\u65b9\u4fbf":99,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":112,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":87,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":99,"\u5f97\u4f7f\u7528":58,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":135,"\u5f97\u5230\u8f93\u51fa\u503c":106,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":101,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":102,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":102,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":102,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":102,"\u5faa\u73af\u7f51\u7edc\u4ece":102,"\u5fc5\u8981":59,"\u5fc5\u9009":114,"\u5fc5\u987b":105,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5206\u522b\u4e0e":56,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":99,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":101,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":102,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[127,128],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":128,"\u5fc5\u987b\u914d\u7f6e\u4e3a":129,"\u5feb":99,"\u6027\u4ef7\u6bd4":99,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":111,"\u6027\u80fd\u5206\u6790":112,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":112,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":112,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":103,"\u6027\u80fd\u8c03\u4f18":122,"\u6027\u80fdtip":[127,128],"\u603b\u4f53\u6765\u8bf4":99,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":133,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":93,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":112,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":95,"\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":112,"\u60a8\u53ef\u4ee5\u5728":93,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":93,"\u60a8\u53ef\u4ee5\u5bfc\u5165":112,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":119,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":112,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":114,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":102,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":112,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":112,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":112,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":112,"\u60c5\u611f\u5206\u6790":78,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":108,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":102,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":123,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":123,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":123,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":123,"\u611f\u89c9":99,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":118,"\u6210\u5458":106,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":114,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":105,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":112,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":59,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":56,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":96,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":105,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":117,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":118,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":135,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":56,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":56,"\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":114,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":55,"\u6211\u4eec\u4f1a\u628amkl":56,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[55,56],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":105,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":105,"\u6211\u4eec\u4f7f\u7528":105,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":96,"\u6211\u4eec\u4f7f\u7528\u4e86":99,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u6211\u4eec\u4f7f\u7528paddl":114,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":134,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":125,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":107,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":56,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":96,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":117,"\u6211\u4eec\u53ea\u9700\u8981":103,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":99,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":135,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":104,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":103,"\u6211\u4eec\u53ef\u4ee5":103,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":111,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":96,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":102,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":55,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":96,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":107,"\u6211\u4eec\u53ef\u4ee5\u5728":104,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":111,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":96,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":96,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":98,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":111,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":101,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":111,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":118,"\u6211\u4eec\u5728":107,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":102,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":135,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":102,"\u6211\u4eec\u5c06":118,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":99,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":117,"\u6211\u4eec\u5c06\u4ee5":135,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":135,"\u6211\u4eec\u5c06\u4f7f\u7528":102,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":102,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":99,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":135,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":122,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":135,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":135,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":135,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":104,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":102,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":105,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":105,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":90,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":135,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":56,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":127,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[93,114],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":92,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":92,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":134,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":93,"\u6211\u4eec\u63d0\u4f9b\u4e86c":134,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":93,"\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":99,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":102,"\u6211\u4eec\u7684":103,"\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":133,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":104,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":99,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":99,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":104,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":98,"\u6211\u4eec\u8ba1\u5212\u5c06":55,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":56,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":107,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":117,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":102,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":99,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":106,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":99,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":55,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":118,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":135,"\u6211\u4eec\u9700\u8981":103,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":107,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":117,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":114,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":107,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":105,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":133,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":96,"\u6211\u5220\u9664\u4e86":104,"\u6211\u53ef\u4ee5\u7528":103,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":103,"\u6216":[2,112,128],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u6216\u4e00\u4e2a\u5411\u91cf":101,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u6216\u6700\u5927\u503c":98,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":98,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":98,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":114,"\u6216\u8005":[56,58,59,89,98,99,103,104,106,111,112],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[98,101],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":112,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":93,"\u6216\u8005\u53cd\u5411\u5730\u4ece":102,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":114,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":123,"\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":122,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":99,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":112,"\u6216\u8005\u66f4\u65e9":91,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":99,"\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":134,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":89,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[127,129],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":89,"\u6216\u8005\u8fd0\u884c":86,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":125,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216activ":56,"\u6216gpu":123,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":89,"\u623f":99,"\u623f\u95f4":99,"\u6240\u4ee5":[2,56,89,93,111],"\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\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":56,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":90,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":89,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":117,"\u6240\u4ee5\u5728":56,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":99,"\u6240\u4ee5\u5bf9":99,"\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":114,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":112,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":118,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":56,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":95,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":99,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":95,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u6574\u4f53\u4e0a":56,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":56,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":90,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":105,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":56,"\u6240\u4f7f\u7528":128,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":127,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":99,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":59,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":104,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":123,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":115,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":56,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":127,"\u6240\u6709\u7684":[55,104,105],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":105,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":59,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":99,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":105,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":105,"\u6240\u6709\u76f8\u5173\u7684":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":59,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":105,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":102,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":135,"\u6240\u6709mkl":56,"\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":134,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":127,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":129,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":95,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":99,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":112,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":56,"\u6253\u5f00":112,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":108,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":59,"\u6267\u884c":[97,115],"\u6267\u884c\u4e0a\u8ff0":127,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":92,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":119,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":95,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":114,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":97,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":106,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":92,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":93,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[127,128,129],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":114,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":102,"\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":114,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[127,128,129],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":112,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":134,"\u627e\u5230":[92,102,114],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":87,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":112,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":112,"\u628a":[35,105],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":107,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":103,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":117,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":103,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":102,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":102,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":133,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":133,"\u62c6\u89e3":101,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":99,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":119,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":119,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":118,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":119,"\u62fc\u63a5":89,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":135,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":93,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":114,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":111,"\u6307\u5411\u4e00\u4e2alayer":101,"\u6307\u5b9a":[89,90,101,102],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":123,"\u6307\u5b9a\u4f7f\u75282":89,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":135,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":106,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":123,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":111,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":106,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":93,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":134,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":134,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":92,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":134,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":134,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":106,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":135,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":108,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":135,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":101,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":89,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":135,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":93,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":123,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":99,"\u6307\u5f00\u542fhttp\u670d\u52a1":111,"\u6307\u6d88\u9664\u74f6\u9888":111,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":123,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":123,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":123,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":123,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":123,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":123,"\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":123,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":123,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":118,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":103,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":90,"\u6309\u94ae":104,"\u633a":99,"\u633a\u597d":99,"\u6355\u83b7":135,"\u6362":99,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":98,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":96,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":96,"\u63a5\u4e0b\u6765":[106,135],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":112,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":112,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":104,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":104,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":135,"\u63a5\u4e0b\u6765\u7b49\u5f85":104,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":106,"\u63a5\u53e3":[58,59,106,107],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":107,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":59,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":134,"\u63a5\u53e3\u662f":35,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":107,"\u63a5\u53e3\u6709\u4e00\u4e2a":89,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":135,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":134,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":134,"\u63a5\u53e3\u7684":89,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236":123,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":56,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":56,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":105,"\u63a8\u8350":99,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":92,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":92,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":104,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":103,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":135,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":106,"\u63cf\u8ff0\u95ee\u9898":104,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":108,"\u63d0\u4ea4pull":104,"\u63d0\u4f9b":115,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":118,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":115,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":111,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":115,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":115,"\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":98,"\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":115,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":133,"\u63d0\u793a":86,"\u641c\u7d22\u4ee3\u7801\u5e93":108,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":96,"\u64cd\u4f5c":99,"\u64cd\u4f5c\u7cfb\u7edf":[95,103],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":129,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[100,101],"\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":114,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":127,"\u652f\u6301\u7684\u6700\u5c0fandroid":127,"\u652f\u6301\u7f16\u8bd1\u5668":127,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":118,"\u653e\u5fc3":99,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":99,"\u6548\u679c\u5982\u4e0b":111,"\u6548\u679c\u603b\u7ed3":135,"\u6559\u7a0b":93,"\u6570":101,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":101,"\u6570\u636e":44,"\u6570\u636e\u4e2d0":91,"\u6570\u636e\u5206\u7247":114,"\u6570\u636e\u5217\u8868":134,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":133,"\u6570\u636e\u63d0\u4f9b\u5668":122,"\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":58,"\u6570\u636e\u8f93\u5165":101,"\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":135,"\u6570\u76ee":125,"\u6574\u4f53":99,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":99,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":118,"\u6574\u6570":105,"\u6574\u6570\u6807\u7b7e":[2,96],"\u6574\u6d01":99,"\u6587\u4ef6":[58,103,104,106,117],"\u6587\u4ef6\u4e2d":[106,118,134],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":134,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":134,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":106,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":106,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":106,"\u6587\u4ef6\u4e2d\u7684":134,"\u6587\u4ef6\u4e3a":89,"\u6587\u4ef6\u4e4b\u5916":104,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":134,"\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":58,"\u6587\u4ef6\u540d":111,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":114,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u547d\u540d\u4ee5":106,"\u6587\u4ef6\u59390":118,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":108,"\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":104,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":135,"\u6587\u4ef6model":125,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":93,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":135,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":135,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":135,"\u6587\u6863":86,"\u6587\u68631":107,"\u6587\u68632":107,"\u6587\u6863\u8f83\u5c11":107,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":108,"\u6587\u7ae0":118,"\u65b0":99,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":105,"\u65b0\u624b\u5165\u95e8":126,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":78,"\u65b0\u7248\u672c":56,"\u65b9\u4fbf":99,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":94,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":78,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":55,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":56,"\u65b9\u5f0f1":89,"\u65b9\u5f0f2":89,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":56,"\u65b9\u6cd5\u4e00":125,"\u65b9\u6cd5\u4e09":125,"\u65b9\u6cd5\u4e8c":125,"\u65c1\u8fb9":99,"\u65e0":99,"\u65e0\u5ef6\u8fdf":123,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":58,"\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\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":56,"\u65e0\u9ed8\u8ba4\u503c":[127,129],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":87,"\u65e9\u9910":99,"\u65f6":[34,55,56,89,91,98,102,105,118,123,127],"\u65f6\u4e00\u8d77\u66f4\u65b0":56,"\u65f6\u5019":99,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":135,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":128,"\u65f6\u88ab\u8bad\u7ec3\u7684":105,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":125,"\u65f6\u95f4":99,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":99,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":91,"\u6620\u5c04\u4e3a":103,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":105,"\u662f":[44,56,86,95,99],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":105,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":112,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":112,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":98,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":58,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":112,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":125,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":59,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":105,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":111,"\u662f\u4e00\u4e2aunbound":101,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,96],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":101,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":117,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":58,"\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":91,"\u662f\u504f\u5dee":102,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":59,"\u662f\u5411\u91cf":105,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":92,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":101,"\u662f\u5426\u4f7f\u7528":128,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":92,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":123,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":105,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":127,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[127,128],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":92,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[127,129],"\u662f\u5426\u4f7f\u80fd":128,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":92,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":106,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":114,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":123,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":92,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":123,"\u662f\u5426\u6253\u5f00":55,"\u662f\u5426\u652f\u6301gpu":92,"\u662f\u5426\u663e\u793a":123,"\u662f\u5426\u7a00\u758f":105,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":92,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":92,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":92,"\u662f\u5426\u7f16\u8bd1c":128,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":92,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":92,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":92,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":123,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":103,"\u662f\u56e0\u4e3ac99\u652f\u6301":58,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":102,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":105,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":105,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":111,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":93,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":98,"\u662f\u6211\u4eec":104,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":111,"\u662f\u6307":59,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":99,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":99,"\u662f\u6570\u636e\u8f93\u5165":102,"\u662f\u6709\u610f\u4e49\u7684":99,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":102,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":103,"\u662f\u7528\u6237\u4f7f\u7528c":59,"\u662f\u7684":103,"\u662f\u77e9\u9635":105,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":105,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":105,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":105,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":105,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":105,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":105,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":105,"\u662f\u8f93\u5165":102,"\u662f\u8fd9\u4e00\u7c7b\u7684":90,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":134,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":112,"\u662fc":59,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":101,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":112,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":101,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":135,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":105,"\u662frnn\u72b6\u6001":102,"\u663e":135,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":55,"\u663e\u7136":111,"\u665a":99,"\u6682\u4e0d\u8003\u8651\u5728\u5185":89,"\u6682\u65e0":95,"\u6682\u65f6\u4e0d\u652f\u6301python3":95,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":59,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":103,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":86,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":107,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":101,"\u66f4\u5feb":102,"\u66f4\u65b0":86,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":103,"\u66f4\u65b0\u6a21\u5f0f":89,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":108,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":89,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":91,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":135,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":97,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":135,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":135,"\u66f4\u8fdb\u4e00\u6b65":101,"\u66f4\u9ad8":102,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":101,"\u6700":99,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":118,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,93,104,105,114,135],"\u6700\u540e\u4e00\u4e2a":98,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":96,"\u6700\u540e\u518d\u8c03\u7528mutabl":107,"\u6700\u540e\u5220\u9664":78,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":105,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":128,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":123,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":58,"\u6700\u65b0\u7684\u4ee3\u7801":104,"\u6700\u65b0\u7684paddlepaddl":[86,93],"\u6700\u7ec8":105,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":101,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":96,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":101,"\u6708\u6e56":99,"\u6709":99,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[127,128,129],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":105,"\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":105,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":89,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":103,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[127,128],"\u6709\u5173":99,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":127,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":96,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":115,"\u6709\u591a\u96be":103,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[55,56],"\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":103,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":103,"\u6709\u6807\u51c6\u7684":58,"\u6709\u7684\u65f6\u5019":58,"\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":112,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":86,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":111,"\u670d\u52a1":99,"\u670d\u52a1\u5458":99,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":114,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":91,"\u672a\u77e5\u8bcd":133,"\u672a\u8bbe\u7f6e":128,"\u672c\u4f8b\u4e2d\u4e3a0":133,"\u672c\u4f8b\u4e2d\u4e3a32":133,"\u672c\u4f8b\u4e2d\u4e3a4":133,"\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":99,"\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":135,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":135,"\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":135,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":135,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":78,"\u672c\u5730":[86,95],"\u672c\u5730\u6d4b\u8bd5":122,"\u672c\u5730\u8bad\u7ec3":122,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":88,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":125,"\u672c\u5b9e\u4f8b\u4e2d":133,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":135,"\u672c\u5c42\u5c3a\u5bf8":134,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":134,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":134,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":106,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":102,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":134,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":99,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":103,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":99,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":99,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":118,"\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":114,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":133,"\u672c\u6587\u6863\u5c06\u4ee5linux":127,"\u672c\u6587\u6863\u63cf\u8ff0paddl":59,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":128,"\u672c\u6765":99,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":118,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":118,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":118,"\u672c\u6b21\u8bd5\u9a8c":135,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":99,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":99,"\u673a\u5668\u4e0a\u4ee5\u53ca":129,"\u673a\u5668\u7684\u8bbe\u5907":125,"\u673a\u5668\u7ffb\u8bd1":78,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":123,"\u6765":99,"\u6765\u4ee3\u66ff":104,"\u6765\u4f7f\u7528dropout":90,"\u6765\u4f7f\u7528dropout\u7684":90,"\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":105,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":55,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":112,"\u6765\u521d\u59cb\u5316\u53c2\u6570":91,"\u6765\u542f\u52a8\u548c":103,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":96,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u6765\u5b9e\u73b0":56,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":99,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":135,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[127,128],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":105,"\u6765\u6267\u884c":103,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":134,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":107,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":106,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":96,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":111,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":111,"\u6765\u6ce8\u518c\u8be5\u5c42":105,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":125,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":103,"\u6765\u786e\u4fdd\u628a":58,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":103,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":105,"\u6765\u8868\u793a":102,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":58,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":89,"\u6765\u8ba1\u7b97\u68af\u5ea6":105,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":99,"\u6765\u8bbe\u7f6e":91,"\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":104,"\u6765\u8c03\u7528":103,"\u6765\u8fd0\u884c\u5305\u62ec":103,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":103,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":112,"\u6765\u8fd0\u884c\u955c\u50cf":93,"\u6765\u8fdb\u884c\u8ba8\u8bba":59,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":89,"\u676f\u5b50":99,"\u6784\u5efa":127,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":127,"\u6784\u5efa\u76ee\u6807\u4e3a":128,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":98,"\u6784\u9020":118,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":106,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":106,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":128,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":128,"\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":99,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":122,"\u67e5\u770b":[104,135],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":104,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":104,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":104,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":87,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":117,"\u6807\u51c6":95,"\u6807\u51c6\u5dee\u4e3a":91,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":78,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":111,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":111,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":123,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":111,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":111,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":111,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":103,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":127,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":125,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":118,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":133,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":123,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":107,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":122,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":123,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":123,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":117,"\u6839\u636eport":114,"\u683c\u5f0f":123,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":56,"\u683c\u5f0f\u5982\u4e0b":135,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":106,"\u683c\u5f0f\u8bf4\u660e":133,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":128,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":128,"\u68af\u5ea6\u4f1a\u5c31\u5730":105,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":114,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":123,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":105,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":123,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":105,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":105,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":106,"\u68d2":135,"\u697c\u5c42":99,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":107,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":89,"\u6a21\u578b\u5171\u5305\u542b1":133,"\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":135,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":115,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":102,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":102,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":102,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":133,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":102,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":135,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":96,"\u6a21\u578b\u8def\u5f84":134,"\u6a21\u578b\u914d\u7f6e":[0,88],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":58,"\u6a21\u578b\u91c7\u7528":133,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":111,"\u6a2a\u5411\u62fc\u63a5":89,"\u6b21":99,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":55,"\u6b22\u8fce\u901a\u8fc7":104,"\u6b63\u6837\u672c":135,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":86,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":122,"\u6b64\u547d\u4ee4\u5c06\u5728":127,"\u6b64\u5904":133,"\u6b64\u5904\u90fd\u4e3a2":99,"\u6b64\u5916":[90,103,104,127],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":111,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":112,"\u6b64\u65f6\u53ea\u9700\u8981":103,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":89,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":91,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":56,"\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":87,"\u6b65\u9aa4":89,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":101,"\u6bcf\u4e00\u4e2a":78,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":135,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":99,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":99,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":115,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":89,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":111,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":99,"\u6bcf\u4e2a":56,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u6bcf\u4e2a\u5355\u5c42rnn":101,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":114,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":99,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":102,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":102,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":99,"\u6bcf\u4e2a\u5c42\u5728\u5176":105,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":135,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":123,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":101,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":99,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":105,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":99,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":99,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":56,"\u6bcf\u4e2a\u72b6\u6001":101,"\u6bcf\u4e2a\u7ebf\u7a0b":123,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":123,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":123,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":105,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":105,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":114,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":104,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":56,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":135,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":135,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":118,"\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":114,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":114,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":114,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":114,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":123,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":125,"\u6bcf\u6279\u6b21":123,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":104,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":104,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":135,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":55,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":111,"\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":133,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":134,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":133,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":105,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":123,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":123,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":123,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":123,"\u6bcf\u969410\u5206\u949f":34,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":135,"\u6bcfdot":123,"\u6bcflog":123,"\u6bcfsave":123,"\u6bcftest":123,"\u6bd4\u5982":[35,56,87,89,93,103,104,135],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":99,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":56,"\u6bd4\u5982\u5728":93,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":104,"\u6bd4\u5982\u5c06":78,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":128,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[127,129],"\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":114,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":91,"\u6bd4\u5982cento":95,"\u6bd4\u5982fpe":87,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":104,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6bd4\u5982pil\u5e93\u7b49":114,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":111,"\u6c34\u6e29":99,"\u6c49\u5ead":99,"\u6ca1":99,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":133,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":55,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[86,95],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[127,129],"\u6ce8":[34,93],"\u6ce8\u518c":106,"\u6ce8\u518ccpu":106,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[55,56],"\u6ce8\u518cop":106,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":106,"\u6ce8\u610f":[2,56,92,96,102,105,108,111,114,118,127,128,129],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":118,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":125,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":118,"\u6ce8\u91ca":106,"\u6cf3\u6c60":99,"\u6d41":99,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":104,"\u6d44":99,"\u6d4b\u8bd5":104,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":56,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":123,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":104,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":56,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":125,"\u6d4b\u8bd5docker\u955c\u50cf":78,"\u6d4b\u8bd5model_list":122,"\u6d4b\u8bd5oper":106,"\u6d4b\u8bd5save_dir":122,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":89,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":133,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":105,"\u6df1\u5165paddlepaddl":56,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":111,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":111,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":102,"\u6dfb\u52a0":55,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":106,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":118,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[55,56],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":106,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":106,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":106,"\u6e05\u7406":103,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":86,"\u6e29\u99a8":99,"\u6e90\u4ee3\u7801":135,"\u6e90\u4ee3\u7801\u683c\u5f0f":104,"\u6e90\u5e8f\u5217":102,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":103,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":133,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":133,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":133,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":134,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":134,"\u6fc0\u6d3b":105,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":56,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":135,"\u6fc0\u6d3b\u65b9\u7a0b":105,"\u6fc0\u6d3b\u7684\u7c7b\u578b":105,"\u70b9\u51fb":95,"\u70b9\u51fb\u8fd9\u91cc":108,"\u70ed\u60c5":99,"\u7136\u540e":[112,115,133],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":114,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":101,"\u7136\u540e\u4f7f\u7528":128,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":107,"\u7136\u540e\u5355\u51fb":104,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":119,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":118,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":134,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":99,"\u7136\u540e\u5728\u524d\u5411":55,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":93,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":91,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":86,"\u7136\u540e\u5b9a\u4e49":102,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":118,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":90,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u6240\u6709\u7528":104,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7136\u540e\u6253\u5370\u8f93\u51fa":96,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":134,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":104,"\u7136\u540e\u70b9\u51fb":104,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":118,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":105,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":118,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":118,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":86,"\u7136\u800c":[102,123],"\u7248\u672c":[92,95,103,128],"\u7248\u672c\u5206\u652f":78,"\u7248\u672c\u53f7":78,"\u7248\u672c\u53f7rc":78,"\u7248\u672c\u5728":104,"\u7248\u672c\u8bf4\u660e":95,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":78,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":89,"\u7279\u5f81\u56fe\u5747\u503c":134,"\u7279\u5f81\u56fe\u65b9\u5dee":134,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":134,"\u7279\u6709\u7684\u8bbe\u5907id":56,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":94,"\u72ec\u7acb\u5de5\u5177\u94fe":127,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":127,"\u73af\u5883\u53d8\u91cf":114,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":89,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":55,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":58,"\u7406\u89e3":103,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":112,"\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":104,"\u751f\u6210":118,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":58,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":108,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":102,"\u751f\u6210\u6587\u6863":58,"\u751f\u6210\u7684":35,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":111,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":118,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":89,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":105,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":104,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":111,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":106,"\u751f\u6210api\u6587\u6863":58,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":111,"\u7528":44,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":135,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":105,"\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":125,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":90,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":123,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":133,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":106,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":56,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":114,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":123,"\u7528\u4e8e\u7ba1\u7406mkl":56,"\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":90,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":102,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":114,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":55,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":56,"\u7528\u4e8emkl":[55,56],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":102,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":99,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":111,"\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":128,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":101,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":108,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":127,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":108,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":133,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":59,"\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":135,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":59,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":123,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":125,"\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":127,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":92,"\u7528\u6237\u53ef\u5c06":127,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":128,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":127,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":127,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":127,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":90,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":86,"\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":91,"\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":118,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":86,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":133,"\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":[127,128,129],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[90,91],"\u7528\u6237\u901a\u8fc7c":59,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":125,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[127,129],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":86,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":127,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":103,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":105,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":111,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":118,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":94,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":111,"\u7531":[90,101],"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":55,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":99,"\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":99,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":105,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":134,"\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":127,"\u7531\u4e8ec":58,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8eeigen":107,"\u7531\u4e8emkl":56,"\u7531\u4e8epypi":78,"\u7531\u4e8estep":101,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":107,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":56,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":98,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7535\u8111":99,"\u767b\u5f55\u5230head\u8282\u70b9":119,"\u7684":[95,99,103,104,107,115,118,128,135],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u5b50\u96c6":56,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":101,"\u7684\u4e3a0":123,"\u7684\u4efb\u4e00\u4e00\u79cd":89,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":107,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":98,"\u7684\u4fe1\u606f":56,"\u7684\u503c":[127,128,129],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":127,"\u7684\u504f\u7f6e\u5411\u91cf":105,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":106,"\u7684\u5185\u5b58":89,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":118,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":112,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":134,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":106,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":56,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":123,"\u7684\u53d8\u6362\u77e9\u9635":105,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":102,"\u7684\u5411\u91cf":105,"\u7684\u542f\u52a8\u53c2\u6570":118,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":118,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":111,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u7684\u5730\u65b9":104,"\u7684\u5747\u5300\u5206\u5e03":91,"\u7684\u57fa\u672c\u903b\u8f91":56,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":114,"\u7684\u5934\u6587\u4ef6":58,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":56,"\u7684\u5b9e\u73b0":106,"\u7684\u5e73\u5747\u503c":98,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":99,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":104,"\u7684\u5f00\u53d1\u6d41\u7a0b":103,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":106,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":111,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":111,"\u7684\u6027\u80fd\u6709\u95ee\u9898":111,"\u7684\u60c5\u51b5\u4e0b":55,"\u7684\u63a5\u53e3\u6837\u5f0f":58,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":104,"\u7684\u64cd\u4f5c":107,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":135,"\u7684\u6570\u76ee\u4e00\u81f4":98,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":104,"\u7684\u65b9\u7a0b":105,"\u7684\u65f6\u5019":56,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":89,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":99,"\u7684\u6700\u5c0f\u503c":123,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":104,"\u7684\u6784\u9020\u51fd\u6570":106,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":102,"\u7684\u6837\u5f0f":104,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":101,"\u7684\u6839\u76ee\u5f55":128,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":56,"\u7684\u683c\u5f0f\u5b58\u50a8":56,"\u7684\u6982\u5ff5":56,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":101,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":117,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":104,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":58,"\u7684\u7248\u672c":[103,129],"\u7684\u7248\u672c\u53f7":133,"\u7684\u7279\u5f81":134,"\u7684\u72b6\u6001":101,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":127,"\u7684\u77e9\u9635":[89,105],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":105,"\u7684\u7b2ci\u4e2a\u503c":105,"\u7684\u7b2cj\u4e2a\u503c":105,"\u7684\u7cfb\u7edf":103,"\u7684\u7ed3\u679c":55,"\u7684\u7ef4\u5ea6":133,"\u7684\u7f16\u5199":114,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":127,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":55,"\u7684\u89c4\u8303":58,"\u7684\u89d2\u5ea6":35,"\u7684\u8ba1\u7b97\u4ee3\u7801":107,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":106,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":135,"\u7684\u8bdd":89,"\u7684\u8be6\u7ec6\u4fe1\u606f":111,"\u7684\u8f93\u5165":101,"\u7684\u8f93\u51fa":112,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":112,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":102,"\u7684\u8f93\u51fa\u683c\u5f0f":99,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":102,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":89,"\u7684\u8fd0\u884c\u73af\u5883":103,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":104,"\u7684\u914d\u7f6e":133,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":103,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":104,"\u7684cpu":106,"\u7684flag":[55,56],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":114,"\u7684paddlepaddle\u5e93":127,"\u7684vanilla":55,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":114,"\u76ee\u524d":101,"\u76ee\u524d\u4f7f\u7528":104,"\u76ee\u524d\u53ea\u8003\u8651":56,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":56,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":56,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":129,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u652f\u6301":127,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":98,"\u76ee\u524d\u652f\u6301cento":97,"\u76ee\u524d\u652f\u6301fail":123,"\u76ee\u524d\u7684\u4f18\u5316":56,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":123,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":101,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":58,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":108,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":55,"\u76ee\u5f55":[93,103,115,117,118,127,128,129],"\u76ee\u5f55\u4e0b":[59,105,115,135],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":56,"\u76ee\u5f55\u4e0b\u627e\u5230":135,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":106,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":128,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":127,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":86,"\u76ee\u5f55\u4e2d":115,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[127,129],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":128,"\u76ee\u5f55\u4e2d\u7684":112,"\u76ee\u5f55\u4e2dpaddl":118,"\u76ee\u5f55\u548c":[127,128,129],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":118,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":127,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":129,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":135,"\u76ee\u6807\u5411\u91cf":102,"\u76ee\u6807\u5de5\u5177\u94fe":127,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[127,129],"\u76ee\u6807\u67b6\u6784":128,"\u76ee\u6807\u67b6\u6784abi":127,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":91,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":94,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":58,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":59,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":58,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":106,"\u76f4\u63a5\u8fd0\u884c":93,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":135,"\u76f8\u5173\u5c42":55,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":91,"\u76f8\u5bf9":99,"\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":135,"\u76f8\u5f53":99,"\u76f8\u6bd4":106,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":87,"\u77a7":97,"\u77e9\u9635":122,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":106,"\u77e9\u9635\u5927\u5c0f\u662f":55,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":104,"\u78c1\u76d8\u4e0d\u591f":103,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":87,"\u793a":135,"\u793a\u4f8b":[89,91,134],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":99,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":99,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":99,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":89,"\u793a\u4f8b\u5982\u4e0b":91,"\u793a\u4f8b\u7a0b\u5e8f":114,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":58,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":58,"\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":96,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":96,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":89,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":107,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":99,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":89,"\u79bb":99,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u79f0\u4e3a":[102,104],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":127,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":98,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":123,"\u79f0\u4f5c\u6709kernel":106,"\u79f0\u4f5ckernel":106,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":105,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":118,"\u7a00\u758f\u768401\u5411\u91cf":[2,96],"\u7a00\u758f\u7684\u5411\u91cf":[2,96],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":125,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":118,"\u7a0b\u5e8f\u4f9d\u8d56":114,"\u7a0b\u5e8f\u505c\u6b62":123,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":111,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":123,"\u7a20\u5bc6\u5411\u91cf":105,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":118,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,96],"\u7a97\u6237":99,"\u7acb\u523b\u9000\u51fa":89,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":92,"\u7ae0\u8282":127,"\u7aef\u53e3":87,"\u7aef\u7684":111,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":89,"\u7b2c":99,"\u7b2c\u4e00\u4e2a":104,"\u7b2c\u4e00\u4e2a\u53c2\u6570":106,"\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":99,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":78,"\u7b2c\u4e00\u5929":99,"\u7b2c\u4e00\u7ae0\u8282":96,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":134,"\u7b2c\u4e00\u884c\u662f":133,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":106,"\u7b2c\u4e09\u6b65":134,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":78,"\u7b2c\u4e8c\u4e2a":89,"\u7b2c\u4e8c\u4e2a\u4e3a":78,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":106,"\u7b2c\u4e8c\u6b65":[133,134],"\u7b2c\u4e8c\u7c7b":90,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":134,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":105,"\u7b49":[56,59,87,106],"\u7b49\u4e8e\u6837\u672c\u6570":89,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":59,"\u7b49\u53c2\u6570":118,"\u7b49\u6587\u4ef6":59,"\u7b49\u7b49":135,"\u7b80\u5199":106,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":106,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":106,"\u7b80\u5355\u6765\u8bf4":112,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":91,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":112,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":117,"\u7b80\u76f4":99,"\u7b97\u6cd5":[89,102],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":102,"\u7c7b\u4f3c":[59,98],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":105,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":122,"\u7c7b\u522bid":135,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":135,"\u7c7b\u540d\u548cc":58,"\u7c7b\u578b":[58,106,123],"\u7c7b\u578b\u4e3a":106,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":107,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":98,"\u7c7b\u578b\u540d\u4e3a":106,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":89,"\u7c7b\u578b\u662fsparse_binary_vector":[2,96],"\u7c7b\u578b\u662fsparse_float_vector":[2,96],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":99,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":106,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":106,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":105,"\u7c7b\u91cd\u5199":106,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":105,"\u7cfb\u6570":106,"\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":111,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":106,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":114,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":106,"\u7ea2\u697c\u68a6":133,"\u7ebf\u7a0bid\u53f7":125,"\u7ec6\u8282\u63cf\u8ff0":124,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":89,"\u7ed3\u5c3e":106,"\u7ed3\u675f\u6807\u8bb0":102,"\u7ed3\u6784\u5982\u4e0b\u56fe":133,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":111,"\u7ed3\u679c\u8f93\u51fa\u5230":103,"\u7ed3\u8bba":58,"\u7ed9":99,"\u7ed9\u4e2a\u7b80\u5355\u7684":104,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":101,"\u7edf\u4e00\u7528":35,"\u7ee7\u627f\u81ea":106,"\u7ee7\u627f\u81eaoperatorbas":106,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":99,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":99,"\u7ef4\u5ea6\u4e3aword_dim":135,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":135,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":135,"\u7ef4\u7a7a\u95f4":102,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":102,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":89,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":93,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":93,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":118,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":118,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":111,"\u7f16\u5199\u7684\u90e8\u5206":95,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":114,"\u7f16\u53f7\u4ece0\u5f00\u59cb":89,"\u7f16\u7801\u5411\u91cf":102,"\u7f16\u7801\u5668\u8f93\u51fa":102,"\u7f16\u7801\u6e90\u5e8f\u5217":102,"\u7f16\u8bd1":[93,103,104,127],"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":108,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":129,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[127,128],"\u7f16\u8bd1\u5668":[127,128,129],"\u7f16\u8bd1\u5668\u6ca1\u6709":58,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":127,"\u7f16\u8bd1\u578b\u8bed\u8a00":58,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":88,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":127,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":108,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":92,"\u7f16\u8bd1\u5de5\u5177\u94fe":127,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":129,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":111,"\u7f16\u8bd1\u6210\u529f\u540e":106,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":123,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":111,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":56,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":111,"\u7f16\u8bd1\u65f6\u6307\u5b9a":111,"\u7f16\u8bd1\u751f\u6210":108,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":78,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":78,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":78,"\u7f16\u8bd1c":59,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":78,"\u7f16\u8bd1paddlepaddl":92,"\u7f16\u8bd1ubuntu\u7684deb\u5305":78,"\u7f29\u653e\u53c2\u6570":134,"\u7f51\u7edc\u540d\u79f0":135,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":105,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":105,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":105,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":105,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":123,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":105,"\u7f51\u7edc\u6a21\u5757":134,"\u7f51\u7edc\u901a\u4fe1":105,"\u7f51\u7edc\u914d\u7f6e":135,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":134,"\u800c":[90,102,111],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":107,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":59,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":58,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":90,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":86,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":99,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":59,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":114,"\u800c\u4e14\u5305\u542b\u4e86c":95,"\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":95,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":123,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":112,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":112,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":125,"\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":99,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":106,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":90,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":134,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":107,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":58,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":58,"\u800c\u5b89\u88c5\u5305":[86,95],"\u800c\u5b89\u88c5\u5305\u662f":[86,95],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":99,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":99,"\u800c\u5bf9\u4e8egolang":58,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":58,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":99,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":112,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":89,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":59,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":112,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":122,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":102,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":96,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":125,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":107,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":99,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":99,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":104,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":92,"\u800ceigenvector":107,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":101,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":58,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":96,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":96,"\u8054\u901a":114,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":101,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":101,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":135,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":101,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":90,"\u80fd\u83b7\u53d6":115,"\u811a\u672c":[103,127],"\u811a\u672c\u5f00\u59cb\u65f6":118,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":104,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":115,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":101,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":127,"\u81ea\u52a8\u751f\u6210":108,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":102,"\u81ea\u52a8\u9009\u62e9":128,"\u81ea\u5e95\u5411\u4e0a\u6cd5":135,"\u81ea\u6b64":[127,128],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":103,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":125,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":59,"\u81f3\u5c11\u5305\u542bgcc_3":95,"\u81f3\u5c11\u5305\u542bglibcxx_3":95,"\u81f3\u6b64":[2,99,104],"\u8212\u9002":99,"\u826f\u597d\u7684\u6587\u6863":58,"\u8282\u70b9":[114,119],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":56,"\u82e5":105,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":91,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":128,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[127,129],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":98,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":112,"\u82e5\u6709\u5fc5\u8981":105,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":128,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":127,"\u82e5\u73af\u5883\u53d8\u91cf":[127,128,129],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":90,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":98,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":98,"\u82f1\u6587\u6587\u6863":108,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":108,"\u8303\u56f4":125,"\u83b7\u53d6":104,"\u83b7\u53d6\u5229\u7528":135,"\u83b7\u53d6\u53ef\u9009\u7684tag":93,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":95,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":86,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u83b7\u53d6\u6e90\u7801":103,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":135,"\u83b7\u53d6trainer":118,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":105,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":93,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":115,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":119,"\u865a\u62df\u673a\u4e0a":103,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":59,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":114,"\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":122,"\u884c":133,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":134,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":111,"\u8865\u5145\u4e0a\u6b21\u7684commit":104,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":105,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":105,"\u8868\u793a":106,"\u8868\u793a\u4e3adeviceid":125,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":56,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":99,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":115,"\u8868\u793a\u6570\u636e\u7c7b\u578b":106,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":135,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":106,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":118,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":135,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":135,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":118,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":129,"\u88ab":104,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":114,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u88ab\u653e\u5728":105,"\u88ab\u79f0\u4e3a":102,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":112,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":118,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":98,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":101,"\u8981\u8c03\u7528":105,"\u89e3\u51b3\u529e\u6cd5\u662f":86,"\u89e3\u51b3\u65b9\u6848\u662f":91,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":118,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":102,"\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":102,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u89e3\u91ca":135,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":58,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":58,"\u8ba1\u5212\u5728":[55,56],"\u8ba1\u7b97":[102,114],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":102,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":105,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":90,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":102,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":105,"\u8ba1\u7b97\u8282\u70b9":114,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":114,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":105,"\u8ba1\u7b97\u8f93\u51fa":105,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":114,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":107,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":135,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":59,"\u8bad\u7ec3":122,"\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":78,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":115,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":112,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":89,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":114,"\u8bad\u7ec3\u65f6":118,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":135,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":102,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":78,"\u8bad\u7ec3\u7a0b\u5e8f":114,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":118,"\u8bad\u7ec3\u811a\u672c":135,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":135,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":118,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":89,"\u8bad\u7ec3\u8f6e\u6b21":135,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":89,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":122,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":123,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":123,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":123,"\u8bad\u7ec3dot_period":122,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":78,"\u8bb0\u5fc6\u6a21\u5757":102,"\u8bba\u6587":134,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":115,"\u8bbe\u4e3a\u672c\u5730":115,"\u8bbe\u5b9a":90,"\u8bbe\u7f6e":[59,89,90,92,127,128],"\u8bbe\u7f6e\u4e3a":105,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":90,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":123,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":123,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":90,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":91,"\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":91,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[89,109],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":91,"\u8bbe\u7f6e\u6210":91,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":89,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":105,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":106,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":125,"\u8bbe\u7f6egpu":123,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":111,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":118,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":135,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":104,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":104,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":104,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":104,"\u8bc6\u522b\u6570\u5b57":78,"\u8bcd\u5411\u91cf":[78,133],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":133,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":133,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":112,"\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":123,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":123,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":123,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":123,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":123,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":123,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":123,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":123,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":123,"\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":105,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":135,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":123,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":105,"\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":92,"\u8be5\u6570\u636e\u96c6":133,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":123,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":55,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":134,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":111,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":135,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":102,"\u8be5\u7c7b\u7684":106,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":105,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":56,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":127,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":134,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":105,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":90,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":99,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":106,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":115,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":135,"\u8be6\u7ec6\u53c2\u8003":92,"\u8be6\u7ec6\u53ef\u53c2\u8003":104,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":134,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":89,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":135,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":92,"\u8be6\u7ec6\u89c1":98,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":78,"\u8bed\u8a00\u6a21\u578b":133,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":111,"\u8bf4\u660e":[34,92,95],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":104,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":105,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":106,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":93,"\u8bf7\u4fdd\u8bc1travi":104,"\u8bf7\u5148\u4f7f\u7528":[127,128,129],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":125,"\u8bf7\u53c2\u8003":[2,59,86,89,96,99,105,106,135],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":135,"\u8bf7\u53c2\u89c1":104,"\u8bf7\u53c2\u9605":102,"\u8bf7\u5728\u8be5pull":104,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":104,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":104,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":108,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":123,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":106,"\u8bf7\u67e5\u770b":133,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":95,"\u8bf7\u6ce8\u610f":[102,106,117,133],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":104,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":103,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":104,"\u8bf7\u76f4\u63a5\u586b\u51450":91,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":125,"\u8bf7\u786e\u4fdd":104,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":104,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":104,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":104,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":86,"\u8bf7\u9075\u5b88":104,"\u8bf7\u91c7\u7528":104,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":125,"\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":118,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":118,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":118,"\u8c03\u7528":[105,128],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":107,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[127,128],"\u8c03\u7528\u7528":111,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":114,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":106,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":105,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":135,"\u8d21\u732e\u6587\u6863":108,"\u8d77":99,"\u8def\u5f84\u4e0b":134,"\u8df3\u8f6c\u5230":104,"\u8df3\u8fc7":89,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":56,"\u8f6c\u6362\u5197\u4f59":55,"\u8f6c\u6362\u51fd\u6570":56,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":55,"\u8f6c\u6362\u8fc7\u6765\u7684":134,"\u8f83":99,"\u8f93\u5165":[98,102],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":111,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":101,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":101,"\u8f93\u5165\u5c42\u5c3a\u5bf8":134,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":89,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":99,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":99,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":99,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":125,"\u8f93\u5165\u6587\u672c":133,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":133,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":105,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":105,"\u8f93\u5165\u68af\u5ea6":56,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":134,"\u8f93\u5165\u7684":133,"\u8f93\u5165\u7684\u540d\u5b57":105,"\u8f93\u5165\u7684\u5927\u5c0f":105,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":133,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":133,"\u8f93\u5165\u7684\u7c7b\u578b":105,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":96,"\u8f93\u5165n\u4e2a\u5355\u8bcd":135,"\u8f93\u51fa":[98,102,106],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":101,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":135,"\u8f93\u51fa\u51fd\u6570":102,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":98,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":101,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":56,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":133,"\u8f93\u51fa\u67092\u5217":133,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":134,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":133,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":133,"\u8f93\u51fa\u7684\u68af\u5ea6":123,"\u8f93\u51fa\u76ee\u5f55":134,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":117,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":99,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":89,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":55,"\u8fd0\u884c\u4e00\u4e2a":103,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":106,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":133,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":133,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":103,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":106,"\u8fd0\u884c\u5931\u8d25":125,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":133,"\u8fd0\u884c\u5b8c\u6210\u540e":115,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":111,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":111,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":133,"\u8fd0\u884c\u65e5\u5fd7":115,"\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":111,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":92,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":118,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":129,"\u8fd1":99,"\u8fd1\u671f\u76ee\u6807":56,"\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":[2,96],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":78,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":105,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":106,"\u8fd8\u4f1a":99,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":92,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":127,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":104,"\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":89,"\u8fd8\u662f":99,"\u8fd8\u662f\u4ece":35,"\u8fd8\u662f\u865a\u62df\u673a":103,"\u8fd8\u6709":99,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":114,"\u8fd8\u9700\u8981\u91cd\u5199":106,"\u8fd9":[89,99,135],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":91,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":112,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":59,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":55,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":59,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":90,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":101,"\u8fd9\u4e09\u4e2a\u5206\u652f":78,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":135,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":111,"\u8fd9\u4e2a":[95,99,103],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":89,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":89,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":106,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":55,"\u8fd9\u4e2a\u51fd\u6570\u7684":102,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":99,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":102,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":59,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":59,"\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":118,"\u8fd9\u4e2a\u57fa\u7c7b":105,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":59,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":101,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":108,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":58,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":99,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":58,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":108,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":135,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":111,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":59,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":99,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":105,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":105,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":59,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":59,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":103,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":106,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":101,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":104,"\u8fd9\u4e2a\u9009\u62e9":[55,56],"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":133,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":102,"\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":59,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e2aissu":103,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":118,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":101,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":89,"\u8fd9\u4e9b\u4f1a\u5728":[55,56],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":114,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":106,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":56,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf":114,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":118,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":105,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":89,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":89,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":134,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":134,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":134,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":99,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":105,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":104,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":104,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":105,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":99,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":92,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":106,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":103,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":104,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":104,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":99,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":99,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":102,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":58,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":106,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":106,"\u8fd9\u610f\u5473\u7740":102,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":125,"\u8fd9\u65f6":89,"\u8fd9\u65f6\u5728\u4f7f\u7528":91,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":89,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":91,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":91,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":98,"\u8fd9\u662f\u56e0\u4e3a":58,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":104,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":99,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":86,"\u8fd9\u6837":[59,114],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":56,"\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":114,"\u8fd9\u6837\u4fdd\u8bc1":78,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":103,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":89,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":92,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":125,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":103,"\u8fd9\u6837\u5bb9\u5668\u7684":118,"\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\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":56,"\u8fd9\u6837\u5f53\u8be5pull":104,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":56,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":114,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":105,"\u8fd9\u6837\u7684\u8bdd":117,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":114,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":112,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":105,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":91,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":105,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":89,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":90,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":125,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":102,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":101,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":118,"\u8fd9\u7bc7":93,"\u8fd9\u7bc7\u6587\u6863":104,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":129,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":103,"\u8fd9\u7bc7\u6587\u7ae0":103,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":99,"\u8fd9\u884c\u547d\u4ee4\u4e2d":111,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":102,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":58,"\u8fd9\u91cc":[56,91,92,102,104,118,134],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":106,"\u8fd9\u91cc\u4ee5":135,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":111,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":99,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":89,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":135,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":96,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":105,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":118,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":135,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":89,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":115,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":107,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":135,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":135,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":111,"\u8fdb\u4e00\u6b65\u4f18\u5316":56,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":104,"\u8fdb\u5165\u5bb9\u5668":117,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":118,"\u8fdb\u7a0b\u7684":115,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":118,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":118,"\u8fdb\u7a0b\u9700\u8981\u7684":118,"\u8fdb\u800c\u591a\u673a":111,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":111,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":111,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":78,"\u8fdb\u884c\u4e86":99,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":118,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":118,"\u8fdb\u884c\u56de\u590d":104,"\u8fdb\u884c\u5f00\u53d1":104,"\u8fdb\u884c\u62c6\u89e3":99,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":105,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":127,"\u8fdb\u884c\u8bbe\u7f6e":106,"\u8fdb\u884c\u9884\u6d4b":135,"\u8fdb\u884cpython\u4e0ec":111,"\u8fdb\u9636\u6307\u5357":[96,126],"\u8fde\u63a5":101,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":114,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":114,"\u9000\u51fa\u5bb9\u5668":117,"\u9002\u4e2d":99,"\u9009":99,"\u9009\u62e9":99,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":93,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":56,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":135,"\u9009\u62e9\u76ee\u6807\u5206\u652f":104,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":123,"\u9009\u9879":[92,103,133],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":122,"\u901a\u5e38":[59,106,111],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":118,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":114,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":125,"\u901a\u5e38\u4f7f\u7528cento":95,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":91,"\u901a\u5e38\u540d\u5b57\u662f":104,"\u901a\u5e38\u60c5\u51b5\u4e0b":112,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":117,"\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":129,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":102,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":105,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":99,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":111,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":125,"\u901a\u7528":122,"\u901a\u77e5":99,"\u901a\u8fc7":[89,99,104,105,106,135],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":101,"\u901a\u8fc7\u4f7f\u7528":92,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":55,"\u901a\u8fc7\u51fd\u6570":118,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":89,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":101,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":101,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":104,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":135,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":59,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":96,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":105,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":114,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":106,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":135,"\u901a\u8fc7data":101,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":129,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u903b\u8f91\u56de\u5f52":135,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":90,"\u9053\u6b49":99,"\u9069":99,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":104,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":78,"\u9075\u5faa\u6587\u7ae0":133,"\u90a3\u4e48":[59,101,105],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":101,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":91,"\u90a3\u4e48\u5728":106,"\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":91,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":56,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":56,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":91,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":103,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":91,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":102,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":102,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":91,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":89,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":86,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":103,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":91,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":89,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":125,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":112,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":112,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":91,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":112,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":112,"\u90fd":99,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":56,"\u90fd\u4e0d\u9700\u8981":103,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":123,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":99,"\u90fd\u53ef\u4ee5\u8fd0\u884c":103,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":56,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":98,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":99,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":58,"\u90fd\u7528":104,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":104,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":105,"\u914d\u7f6e\u5982\u4e0b":133,"\u914d\u7f6e\u6253\u5f00":112,"\u914d\u7f6e\u6587\u4ef6":135,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":105,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":103,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":133,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":102,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":105,"\u914d\u7f6eapi":98,"\u9152\u5e97":99,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":123,"\u91c7\u7528multi":91,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc":103,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":103,"\u91cc\u5b8c\u6210":106,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":58,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":134,"\u91cc\u7684":103,"\u91cc\u7684\u65e5\u5fd7":115,"\u91cc\u7684\u6e90\u7801":103,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":103,"\u91cc\u9762":106,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":127,"\u91cc\u9762\u6dfb\u52a0":56,"\u91cd\u5199\u7236\u7c7blayer\u7684":56,"\u91cd\u547d\u540d\u6210":58,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":112,"\u9488\u5bf9\u4e0d\u540c\u7684":128,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":117,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":89,"\u94fe\u63a5\u4e2d\u627e\u5230":95,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":92,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":58,"\u94fe\u63a5\u5f85\u8865\u5145":135,"\u9519\u8bef\u5904\u7406":58,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":58,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":58,"\u9519\u8bef\u7387":135,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":91,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":103,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":117,"\u957f\u5ea6":89,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":102,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":102,"\u95f4\u9694":135,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":123,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":123,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":108,"\u9664\u4e86boot_lay":99,"\u9664\u53bbdata\u5c42":135,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":59,"\u9664\u6b64\u4e4b\u5916":89,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":133,"\u9664\u96f6\u7b49\u95ee\u9898":89,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":104,"\u968f\u673a\u6570\u7684\u79cd\u5b50":123,"\u968f\u673a\u6570seed":122,"\u9694\u5f00":[114,134],"\u96c6\u6210\u5230":55,"\u96c6\u6210\u5230paddlepaddl":56,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":123,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":117,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":114,"\u96c6\u7fa4\u4efb\u52a1":115,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":115,"\u96c6\u7fa4\u6d4b\u8bd5":122,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":114,"\u96c6\u7fa4\u8bad\u7ec3":122,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":88,"\u96c6\u7fa4\u8fdb\u7a0b":115,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":106,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":112,"\u9700\u8981":[35,103,106],"\u9700\u8981\u4e3a":106,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":118,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":95,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":104,"\u9700\u8981\u4fee\u6539build":78,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[86,95],"\u9700\u8981\u5355\u72ec":93,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":104,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":118,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":106,"\u9700\u8981\u5728":106,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":117,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":108,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":59,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":128,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":134,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":89,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":78,"\u9700\u8981\u5f15\u7528":59,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":103,"\u9700\u8981\u6267\u884c":[92,95,97],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":99,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":96,"\u9700\u8981\u660e\u786e\u6307\u5b9a":123,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":58,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":118,"\u9700\u8981\u6ce8\u610f":106,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[56,78,89,123],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":105,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":99,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":127,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":90,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":56,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":59,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":103,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":101,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":78,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":107,"\u975e\u5e38\u6570":105,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":105,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":127,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":127,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":103,"\u987a\u5e8f":99,"\u9884\u63d0\u4ea4\u94a9\u5b50":104,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":134,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":135,"\u9884\u6d4bid":135,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":133,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":133,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":134,"\u989d\u5916\u7684\u53c2\u6570":135,"\u9996\u5148":[2,99,102,105,133,134,135],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":92,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":104,"\u9996\u5148\u5b9a\u4e49":106,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":105,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":105,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":91,"\u9996\u5148\u901a\u8fc7":104,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":96,"\u9a71\u52a8":108,"\u9ad8\u4eae\u90e8\u5206":99,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":102,"\u9ad8\u65af\u5206\u5e03":91,"\u9ed8\u8ba4":[2,123],"\u9ed8\u8ba40":114,"\u9ed8\u8ba41":114,"\u9ed8\u8ba4127":114,"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba47164":114,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":135,"\u9ed8\u8ba4\u4e0d\u663e\u793a":123,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":101,"\u9ed8\u8ba4\u4e3a0":[123,125],"\u9ed8\u8ba4\u4e3a1":[2,125],"\u9ed8\u8ba4\u4e3a100":125,"\u9ed8\u8ba4\u4e3a4096mb":123,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":101,"\u9ed8\u8ba4\u4e3anull":123,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":89,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":123,"\u9ed8\u8ba4\u4f7f\u7528mkl":92,"\u9ed8\u8ba4\u503c":[92,98,125,128],"\u9ed8\u8ba4\u503c\u4e3a":[127,128,129],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":128,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":101,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[91,115],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":91,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":99,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":93,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":93,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":117,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":128,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":55,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":125,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[127,129],"\u9ed8\u8ba4\u8c03\u7528":103,"\u9ed8\u8ba4fals":114,"abi\u7684paddlepaddle\u5e93":127,"abstract":[43,47,65,77,79],"adamax\u7b49":135,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":135,"android\u5b98\u65b9\u63d0\u4f9b\u7684":127,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":127,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":127,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":130,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":127,"api\u4e0d\u5c0f\u4e8e21":127,"api\u4e2d\u4f7f\u7528":58,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"api\u5bf9\u6bd4\u4ecb\u7ecd":100,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":59,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":59,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":127,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":95,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":59,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u751f\u6210":106,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":59,"api\u63a5\u53e3\u7684\u751f\u6210":106,"api\u6587\u6863":[127,128],"api\u65f6":59,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":59,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":59,"api\u66b4\u9732\u7684\u7c7b\u578b":59,"api\u6765\u9884\u6d4b":[127,128],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":59,"api\u7684\u5934\u6587\u4ef6":[127,128,129],"api\u7684\u5b9e\u4f8b":59,"api\u7684\u5b9e\u73b0\u7ec6\u8282":59,"api\u7684\u63a5\u53e3":59,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":59,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":59,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":59,"api\u7ea7\u522b":127,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":127,"api\u7ea7\u522b\u4e3a21":127,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":59,"api\u9759\u6001\u5e93":128,"api\u9884\u6d4b\u5e93":128,"apis\u505a\u4e86\u5c01\u88c5":55,"app\u4e2d":[127,128],"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":128,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":91,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":93,"avx\u7248\u672c":93,"avx\u7684\u955c\u50cf":93,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":114,"batch\u4e2d\u5305\u542b":89,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":123,"batches\u6b21":123,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":93,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":78,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":93,"book\u7684":96,"book\u7684docker\u955c\u50cf":93,"bool\u578b\u53c2\u6570":2,"boolean":[21,43,45,52,58],"break":[13,32,84],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":78,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":78,"byte":[15,44,57,91],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":58,"c\u6709\u6807\u51c6\u7684abi":58,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":58,"case":[8,20,21,36,43,47,59,65,68,70,71,75,112,116,131],"cc\u4e2d\u7684":107,"cells\u7b49":90,"char":38,"class":[5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,58,62,63,67,71,75,76,77,79,80,81,82,84,91,105,106,107,113],"cmake\u4e2d\u5c06":112,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":127,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":86,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":127,"cmake\u7f16\u8bd1\u65f6":92,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[127,128,129],"cmake\u914d\u7f6e\u4e2d\u5c06":112,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[127,128,129],"compute\u51fd\u6570":55,"const":[31,36,38,46,53,54,66,68,76,79,81,82,83,84,105,106,107],"container\u4e2d":117,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":59,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":59,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":59,"core\u6982\u5ff5":59,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":96,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":91,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":125,"count\u548cgpu":125,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":106,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":106,"cuda\u5b9e\u73b0\u5728":106,"cuda\u5e93":123,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":106,"cudnn\u5e93":[92,123],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":111,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":107,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":118,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":99,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":99,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,135],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":89,"deb\u5305":78,"deb\u5305\u7f16\u8bd1\u95ee\u9898":78,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":101,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":101,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":101,"decoer\u67b6\u6784":101,"default":[6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,57,60,61,68,69,79,80,81,85,110,116,117,118,125,127,131],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":56,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":92,"distributed\u5206\u5e03\u5f0f":114,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":56,"dnn\u4e2d\u7684":56,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":56,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"dnn\u4f1a\u7528\u5230":56,"dnn\u5171\u540c\u4f7f\u7528":56,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":56,"dnn\u5728\u53d1\u5e03":56,"dnn\u5b9e\u73b0":56,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":56,"dnn\u6570\u5b66\u5e93":92,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":56,"dnn\u7684":56,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":56,"dnn\u7684\u6027\u80fd":56,"dnn\u7684\u60c5\u51b5\u4e0b":56,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":56,"dnn\u7684\u6d4b\u8bd5":56,"dnn\u7684\u73af\u5883\u4e0b":56,"dnn\u7684\u76f8\u5173\u529f\u80fd":56,"dnn\u7684\u7ed3\u679c":56,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":56,"dnn\u7684layer":56,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":56,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":114,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":108,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":108,"docker\u5b98\u7f51":93,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":127,"docker\u7684\u5b98\u7f51":108,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":92,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":127,"docker\u955c\u50cf":93,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":93,"docker\u955c\u50cf\u9ed8\u8ba4":93,"dockerhub\u7f51\u7ad9":93,"double\u7c7b\u578b\u65f6\u4e3a8":91,"dropout\u7684\u6bd4\u4f8b":105,"eigenscalar\u7684\u8f6c\u6362":107,"elec\u6d4b\u8bd5\u96c6":135,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":135,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":99,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":101,"encoder\u8f93\u51fa":101,"entropy\u4f5c\u4e3acost":91,"enum":[36,38,60,67,80,81,85],"export":[47,51,86,93,108,114],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,96],"fabric\u96c6\u7fa4":114,"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":125,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":125,"final":[8,9,30,51,61,62,84],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":107,"float":[2,6,7,8,10,13,21,46,53,81,82,83,106,107,112,134],"float\u7b49":125,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":107,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":107,"full\u53c2\u6570\u63d0\u4ea4":87,"function":[8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,61,62,65,66,67,68,70,71,73,75,76,77,79,81,83,84,102,110,111,131],"function\u4f7f\u7528":90,"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":104,"github\u9996\u9875":104,"glibc\u81f3\u5c11\u5305\u542bglibc_2":95,"golang\u53ef\u4ee5\u4f7f\u7528":58,"golang\u7684":58,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":114,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":92,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":112,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":109,"gpu\u6267\u884c":107,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":123,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":86,"group\u6559\u7a0b":100,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":90,"gru\u6216lstm":102,"gru\u6a21\u578b":135,"gru\u6a21\u578b\u914d\u7f6e":135,"h\u5e76\u4e0d\u56f0\u96be":58,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":108,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,96],"id\u4e3a0\u7684\u6982\u7387":135,"id\u4e3a1\u7684\u6982\u7387":135,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":123,"id\u6307\u5b9a\u7684gpu":125,"id\u65e0\u6548":123,"image\u91cc":117,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"imikolov\u6570\u636e\u96c6":114,"import":[2,4,7,8,29,31,32,49,51,52,61,62,67,73,79,95,96,97,106,114,116,133,134],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":89,"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":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,58,59,67,69,70,72,80,81,82,84,85,99,105,107,114,125],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":58,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":128,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":130,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":114,"issue\u7f16\u53f7":104,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":118,"job\u7684\u540d\u5b57":118,"kernel\u5b9e\u73b0":106,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":106,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":106,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":118,"kubernetes\u5355\u673a":114,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":118,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":118,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":117,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":99,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":99,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":90,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":101,"layer\u65f6":[56,90],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":96,"layer\u7684\u540e\u9762\u63a5\u6709cpu":56,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":105,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":90,"linux\u4e2d":93,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":78,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":125,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":125,"long":[8,9,13,47],"lstm\u6a21\u578b":135,"lstm\u6a21\u578b\u914d\u7f6e":135,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":101,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":102,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":102,"memory\u53ea\u80fd\u5728":101,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":99,"memory\u6307\u5411\u4e00\u4e2alay":101,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":102,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":99,"memory\u7684":102,"memory\u7684\u521d\u59cb\u72b6\u6001":101,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":99,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":101,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":102,"memory\u7684i":101,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":101,"mkl\u5e93\u7684":55,"mklml\u4ee5\u53camkl":56,"mklml\u53ef\u4ee5\u4e0emkl":56,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":56,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u4e0b\u7684\u7ed3\u679c":55,"model\u505a\u5206\u652f\u7ba1\u7406":78,"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":118,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":127,"new":[8,13,30,31,32,33,36,37,38,39,40,46,47,55,60,62,65,69,70,71,74,75,77,81,84,104,105,116,131],"normalization\u5c42":134,"normalization\u5c42\u7684\u53c2\u6570":134,"note\u7684\u4e66\u5199":78,"null":[51,105,123],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":114,"num_gradient_servers\u53c2\u6570":118,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":91,"only\u7684\u4e8c\u8fdb\u5236":92,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":106,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":106,"op\u5b9a\u4e49":106,"op\u6709\u8ba1\u7b97\u51fd\u6570":106,"op\u6ce8\u518c\u5b9e\u73b0\u5728":106,"op\u7684\u4fe1\u606f":56,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":106,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":56,"openmpi\u96c6\u7fa4":114,"opprotomake\u5b9a\u4e49":106,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":108,"org\u76ee\u524d\u9075\u5faa":78,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":99,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":107,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":118,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":107,"packages\u91cc\u9762":86,"packages\u91cc\u9762\u7684python\u5305":86,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":55,"packed\u76f8\u5173\u529f\u80fd":55,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":92,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":58,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":99,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":89,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":58,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":58,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":58,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":59,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":58,"paddle\u7684c":59,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":59,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":58,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":59,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":58,"paddle_\u7c7b\u578b\u540d":59,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":59,"paddlepaddle\u4e2d":[98,101],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":99,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":56,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":90,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":96,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[127,128],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":96,"paddlepaddle\u4e3ano":93,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":92,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":135,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":90,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":114,"paddlepaddle\u4f7f\u7528\u5747\u503c0":91,"paddlepaddle\u4f7f\u7528avx":86,"paddlepaddle\u4f7f\u7528git":78,"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":91,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":91,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":95,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":114,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":95,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":92,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":114,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":135,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":99,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":105,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":99,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":90,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":92,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,96],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":95,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":135,"paddlepaddle\u5c06\u4f1a\u6839\u636e":128,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":128,"paddlepaddle\u5c06\u6839\u636e":127,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[127,128,129],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":128,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":78,"paddlepaddle\u63d0\u4f9b":94,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u652f\u6301":92,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":96,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":97,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":89,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":89,"paddlepaddle\u6587\u6863\u4f7f\u7528":108,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":96,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":78,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":78,"paddlepaddle\u7684":117,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":78,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":89,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":91,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":117,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":114,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":127,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":90,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":108,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":108,"paddlepaddle\u7684\u6e90\u7801":104,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":92,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":56,"paddlepaddle\u7684bas":105,"paddlepaddle\u7684c":127,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":128,"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":127,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":129,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":129,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":127,"paddlepaddle\u7684dock":117,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":99,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":91,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":91,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":92,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":127,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":127,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":135,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":101,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":101,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":118,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":123,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":123,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":123,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":123,"passes\u8f6e":123,"patch\u53f7":78,"patch\u53f7\u52a0\u4e00":78,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":125,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":111,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":123,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":123,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":123,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":123,"period\u6574\u9664":123,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":123,"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":129,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":130,"pi\u7248\u672c\u7684\u5e93":129,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":129,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":129,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":129,"pi\u7cfb\u7edf\u7684\u7248\u672c":129,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":94,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":135,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":114,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":114,"public":[14,18,31,46,48,53,76,79,81,82,84,105,106,107,116,117],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":93,"py\u4e2d":78,"py\u7a0b\u5e8f":95,"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":[1,3,89,135],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":89,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":78,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":95,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":86,"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":105,"python\u5e93yep":111,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":111,"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":118,"release\u9875\u9762":78,"request\u524d":104,"request\u7684":104,"request\u88ab\u5408\u5e76\u540e":104,"resnet\u7684mkl":56,"return":[2,6,8,9,11,13,14,15,18,21,28,29,30,31,35,36,38,41,42,46,48,49,51,53,54,61,62,63,67,68,69,71,74,76,79,81,82,84,91,96,99,102,105,107,116,118,134],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":99,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":99,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":101,"rnn\u6a21\u578b":135,"rnn\u76f8\u5173\u6a21\u578b":109,"rnn\u90e8\u5206\u4e2d":55,"rnn\u914d\u7f6e":100,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"search\u7684\u65b9\u6cd5":123,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":99,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":101,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":123,"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":134,"short":[8,9,46,49,69,79,84],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":86,"size\u4e3a512":123,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":89,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":89,"size\u7684\u503c":2,"softmax\u5c42":133,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":105,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":89,"static":[28,38,59,79,81,116,131],"step\u51fd\u6570\u4e2d\u7684memori":101,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":101,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":128,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"super":[69,105],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":58,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":58,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"swig\u76f4\u63a5\u8bfb\u53d6c":58,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":58,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[31,59,74,116],"tag\u4e3a":78,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":107,"tensor\u5230eigentensor":107,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":107,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":107,"tensor\u6a21\u5757\u5bf9el":107,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":106,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":107,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":107,"tests\u7684paddlepaddl":104,"tflops\u4e86":112,"throw":116,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":111,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":114,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":96,"trainer\u8282\u70b9\u4e2a\u6570":114,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":114,"true":[6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,55,63,67,68,70,78,81,84,89,91,99,102,105,116,118,125,134],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"try":[32,33,36,37,38,47,51,70,79,86],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":59,"type\u6307\u5b9a\u4e3a":111,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":111,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":78,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":90,"unsupported\u6a21\u5757":106,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":123,"utf8\u7f16\u7801":133,"v1\u7248\u672c":86,"var":[31,48,50,52,63,67,68,69,75,79,84,108],"vector\u662frank\u4e3a1\u7684tensor":107,"void":[31,36,38,43,46,48,53,57,58,59,67,68,80,81,82,83,105,106,107],"w0\u548c":134,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":134,"wheel\u5305":78,"while":[6,13,21,31,40,47,51,54,62,65,66,70,77,79,82,118],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":107,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":102,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":99,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":99,"x86_64\u548cmaco":86,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":96,"x\u548cwindow":127,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":96,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":118,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":118,"zero\u4e09\u79cd\u64cd\u4f5c":123,AGE:[116,117],AWS:[13,35,120,121],And:[7,8,10,13,14,15,21,28,30,36,40,41,43,49,51,60,64,70,79,82,116],But:[8,9,13,21,30,48,54,60,79,86,131],EOS:8,For:[4,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,57,60,61,62,65,66,67,68,69,70,71,74,75,76,77,80,81,82,83,85,110,112,131],IDE:103,IDs:[14,21,40,62],IRs:71,Into:116,Its:[7,80,116],K8s:131,NMS:8,NOT:69,Not:[29,33,131],OPs:[71,73],One:[7,9,21,28,30,40,57,60,74,79,83],Ops:[75,77,81],PFS:44,QoS:117,Such:[53,69,84],TLS:[29,44,116],That:[8,13,64],The:[2,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,45,46,51,54,57,59,61,62,64,65,67,68,69,70,71,73,74,77,79,80,81,82,83,84,85,105,106,107,110,113,116,118,132,135],Their:[8,33],Then:[8,9,48,53,64,68,110,116],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,60,61,62,65,66,69,71,77,79,80,82,116],These:[7,15,31,46,50,63,77,80,81],Use:[7,13,29,45,70,72,75,110,116],Used:[9,18,22,75,82],Using:[33,47,65,70,75,77,79],VPS:116,Will:[13,28,96],With:[8,9,47,64,67,84],YES:41,Yes:[56,93],___embedding_0__:118,___embedding_1__:118,___fc_layer_0__:116,__align__:46,__cuda_align__:46,__device__:46,__doc__:81,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:81,__init__:[42,49,63,69,84,105,110,111],__main__:[4,49,134],__name__:[4,49,134],__param_conf__:28,__rnn_step__:102,__square_error_cost_0__:118,__tmp_params__:28,__va_args__:76,__x:46,_binari:32,_create_global_var:69,_dtype:51,_librari:32,_link:9,_loss:49,_op:[51,106],_proj:8,_recurrent_group:102,_res2_1_branch1_bn:134,_source_language_embed:[102,133],_target_language_embed:[102,133],_test:32,_update_op:42,_value_index:51,a75:46,a_op:106,aaaaa:35,aaaaaaaaaaaaa:116,abbrevi:15,abc:8,abil:49,abl:[8,29,53,63,69,71,74,85,131],about:[9,15,31,32,41,45,61,70,71,79,81,82,110,116],abov:[2,7,8,21,29,31,32,33,37,46,47,48,50,61,62,63,64,65,67,69,71,74,81,84,110,112,116,131],abs:[9,20,30,49],abs_numerical_grad:30,acceler:[8,34,56,64,65],accept:[6,8,13,21,29,75],access:[8,9,21,29,32,37,40,41,69,71],accessmod:116,accessor:69,accord:[7,8,15,21,30,38,50,62,71,73,75,84],accordingli:[7,8],account:[75,131],accrodingli:36,accumul:[33,38,42,64,65],accur:[30,40],accuraci:[7,18,42],achiev:[64,65,82],acquir:47,across:[8,13,61],act1:51,act2:51,act:[8,9,21,22,31,51,62,69,71,74,84,89,96,97,99,102,113],act_output:81,act_typ:[51,135],action:[71,116],activ:[9,21,27,32,51,62,69,71,77,81,89,96,97,102,135],activi:9,actual:[8,36,47,49,51,60,65,81,82,83],actual_kernel_typ:83,adadelta:[89,135],adagrad:[23,65,80,135],adagradoptim:63,adam:[23,29,38,49,91,135],adamax:23,adamoptim:[133,135],adapt:[7,10,21,28],add:[8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,54,63,65,68,69,71,73,75,77,79,86,104,107,113],add_activ:69,add_bia:69,add_depend:32,add_execut:32,add_input:[61,105],add_memori:61,add_output:61,add_scalar:[31,62,67],add_sum:69,add_test:[32,105],add_to:90,add_two:[31,61],add_unittest_without_exec:105,addattr:[81,106],addbia:105,addcom:[81,106],added:[7,8,18,26,28,31,46,60,64,65,73,77,104],adding:77,addinput:[81,106],addit:[8,9,64,75,77,84],addition:61,addop:48,addoutput:106,addr:33,address:[33,38,71,74,131],addrow:105,addtolay:8,addtyp:81,admin:131,administr:[40,131],adopt:[46,49],advanc:30,advantag:[30,46,47,65,70],adversari:[49,70],affect:[8,31],affili:62,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,64,66,69,71,72,73,104,110,116],again:[29,33,65],against:116,age:[14,118],agg_level:[8,98,99],aggreg:[42,64,116],aggregatelevel:[98,99],ago:32,alexnet_pass1:125,alexnet_pass2:125,algo_hrnn_demo:99,algorithm:[8,10,21,37,62,65,77,83,133],alia:21,align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,57,59,60,61,62,63,64,65,67,69,71,72,74,75,81,82,89,101,113,116,118,131],alloc:[6,38,41,82,107,113],allow:[29,38,47,65,71,77,116],allow_only_one_model_on_one_gpu:[122,123,125],allreduc:64,along:[15,21],alpha:[32,77],alreadi:[32,33,47,69,71,73,79,86,116],also:[8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,54,60,61,62,65,66,67,68,69,70,77,79,81,82,84,112,131,135],altern:110,although:64,altogeth:131,alwai:[8,9,28,32,57,74,80,116,118],amazon:[116,117],amazonaw:116,amazonec2fullaccess:116,amazonelasticfilesystemfullaccess:116,amazonroute53domainsfullaccess:116,amazonroute53fullaccess:116,amazons3fullaccess:116,amazonvpcfullaccess:116,ambigu:70,amd64:116,amd:60,amend:104,among:[21,116],amort:64,amount:21,analysi:110,ancestor:[67,69],andd:116,android:127,android_abi:127,android_api:127,android_arm_neon:127,android_native_api_level:127,android_standalone_toolchain:127,android_toolchain:127,androideabi:127,angl:8,ani:[8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,57,62,64,65,69,70,71,73,74,76,77,83,116],announc:46,anoth:[8,13,28,29,31,41,47,62,69,79,81,83,116],anroid_arm_mod:127,ans:116,answer:[47,116],anymor:64,anyth:[13,62,70,116],anytim:49,anywai:110,apach:56,apart:21,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,61,66,75,78,84,85,95,110,111,112,114,116,118,126,127,131,132],api_shar:32,api_test:32,api_trainer_config_helpers_lay:[102,135],apiserv:116,apivers:[116,117,118],appear:[47,50,82],append:[2,13,21,28,42,62,69,70,99,102,114,118],append_backward:[110,111],append_backward_op:[23,63],append_batch_s:21,append_gradient_machin:28,append_op:[54,69],append_oper:69,appleyard:112,appli:[8,21,49,50,64,79],applic:[25,46,47,50,69,75,110,112,116,117,131],applyl1:36,approach:[8,64,65,66,71,72,73,77,131,135],appropri:71,approxim:[20,65],apt:[93,110,111],arang:21,arbitrari:[8,57,71],arch:127,architectur:46,archiv:[14,58,59],area:49,arg:[2,7,9,25,51,63,81,91,106,118,134,135],arg_nam:8,argpars:118,args_ext:118,argu:68,argument:[2,8,13,15,25,31,36,37,63,66,68,69,74,118,127],argumentpars:118,argv:134,arithmet:46,arm64:[127,128],arm64_standalone_toolchain:127,arm:[46,127,128,129],arm_soft_fp_abi:127,arm_standalone_toolchain:127,armeabi:127,armv7:[46,128],armv8:46,arn:116,around:[2,8,40,69,116,131],arrai:[4,6,8,13,15,21,28,38,50,62,67,69,70,75,84,89,91,96,106,134],arrang:84,arrow:49,articl:[47,50,104],artifact:116,artifici:20,arxiv:[9,20,49],as_row_vector:8,as_step_input:31,asgd:65,ask:[33,40],assert:4,assign:[7,8,37,46,64,72,116,131],associ:[66,76],assum:[7,8,31,71],assumpt:71,astyp:[70,106],asyc:33,async:[33,122],async_count:[122,123],async_lagged_grad_discard_ratio:123,async_lagged_ratio_default:[122,123],async_lagged_ratio_min:[122,123],asynchron:[33,64],atleast:21,atom:72,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,54,67,68,69,81,89,90,91,102,106],attr_map:81,attrdesc:67,attribut:[8,9,21,27,31,54,67,73,75,79,81,84],attributemap:106,attrproto:81,attrtyp:[67,81,106],attrvalu:81,auc:[42,122],authent:116,author:[44,116],auto:[31,36,58,68,72,75,79,83,84,92,105,106,107,112],autom:116,automat:[8,29,38,48,63,71,73,75,81,110,116],avail:[33,38,46,47,73,74,116,131],averag:[7,8,11,28,37],average_test_period:[122,123],avg:[98,112,135],avg_cost:113,avgcost:135,avgpool:[8,135],avoid:[30,31,33,54,64,65,66,71,112],avx:93,awai:47,await:117,awar:[29,42,61,69,110,116],awk:119,aws:44,aws_account_id:116,awsaccountid:116,awskeymanagementservicepowerus:116,axes:21,axi:[8,21,89],axis:8,aync:73,b2t:133,b363:117,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:117,ba5f:116,back:[8,21,28,33,46,49,65,71],background:[7,8,77],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,55,56,63,65,66,68,76,77,105,106,113],backward_first:102,backward_op:30,backwardactiv:105,baidu:[47,117],bake:71,balanc:[64,73,116],bandwidth:[46,64],bare:[117,131],barrier:114,barrierstatset:112,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,60,63,64,65,71,75,76,77,82,84,103,110,113,116],baseactiv:9,baseev:28,basematrix:105,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[92,93,103,104,114,116,117,118],basic:[8,28,51,67,71,75,76,84],batch:[8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,60,61,62,64,65,84,96,116,117,118,134,135],batch_0:134,batch_id:[28,49,96],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,70],batch_siz:[13,49,55,62,89,96,133,135],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,105],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:129,bdist_wheel:78,beacus:51,beam:[8,102],beam_gen:[8,102],beam_search:[28,62,101,102],beam_siz:[8,62,102,122,123,125],becaus:[7,8,14,29,31,32,33,38,46,62,66,69,70,77,79,80,83,84,85,99,110,116],becom:[72,73,79,82],been:[8,9,21,32,37,47],befor:[8,9,33,40,45,50,60,65,66,70,77,86,89,106,110,116,131],begin:[7,8,18,36,38,42,45,50,62,64],beginiter:[28,29],beginn:102,beginpass:[28,29],begintrain:29,behind:[47,84],being:[21,40,47,68,70,110],belong:[7,8,71,79],below:[31,33,38,46,47,57,66,70,71,73,77,84,85,116],benchmark:57,benefit:[9,40,41,62],bengio:20,besid:[8,14,60,64,71],best:32,besteffort:117,beta1:[10,23],beta2:[10,23],beta:[49,134],better:[9,32,47,62,83,116,131],between:[7,8,15,21,28,32,33,38,46,47,59,64,66,71,73,74,76,79,116],bgr:[15,134],bi_gru:9,bi_lstm:9,bia:[8,9,21,62,69,105,134],bias:8,bias_attr:[8,9,21,69,89,91,99,102],bias_param_attr:9,biases_:105,biasparameter_:105,biassiz:105,bidi:117,bidirect:[8,9],bidirectional_lstm:90,big:[73,131],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:112,bin:[93,114,116,117,118],binari:[7,8,13,32,41,46,49,57,71,110,116],bind:[46,48,79,82],bit:[46,47],bitcod:128,black:49,blank:[8,116],block:[8,34,36,38,42,43,47,53,60,61,63,71,72,73,82,107],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,69,75],blockdescbind:53,blockingcount:72,blueprint:62,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,75,93,102,108,113,132],bool:[6,7,8,9,10,11,13,15,21,28,31,46,52,54,55,56,68,69,80,81,84,85,105,123,125],boost:[60,82],boot:[8,101,102,131],boot_bia:8,boot_bias_active_typ:8,boot_lay:[99,102],boot_stat:84,boot_with_const_id:8,bootstrapp:131,borrow:[49,84],bos_id:[8,102],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,60,62,64,68,71,73,80,82,116],bottl:64,bottom:[28,135],bound:8,boundari:71,boundri:7,box:[8,49],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,67,71,78,104],break_if:84,brief:[32,38,46,82,107],bring:47,broadcast:[21,33,64,75,131],broken:104,browser:[110,116],bsd:[64,103],bucket_nam:116,buf:36,buf_siz:13,buffer:[13,36,57,65,70,79,113],buffer_s:13,buffered_read:70,bufsiz:13,bug:[104,116],build:[8,14,32,41,50,51,56,65,71,77,78,81,92,103,104,108,110,111,114,116,118,120,121,127,128,129],build_dict:14,build_doc:108,build_model:49,built:[32,46,47,60,64,71,81,84,110,111,112,131],bunch:57,button:116,c11:58,c703c041:104,c99:59,c99e:116,cach:[46,71,89],cache_pass_in_mem:[2,89],cachetyp:[2,89],cacul:[9,42],caff:[31,47],caffe2:[31,47],caffe_poli:91,calc_batch_s:2,calcul:[7,8,9,18,21,30,33,38,42,46,72],call:[7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,61,62,63,69,71,75,76,79,81,82,84,110,111,112,116,118,135],callabl:[6,8,13,14],callback:105,caller:[30,110,116],calrnn:99,can:[6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,54,60,61,62,63,64,65,67,68,69,70,71,73,74,75,76,77,81,82,83,84,110,112,116,131],can_over_batch_s:2,cancel:40,candid:[8,62],candidate_activ:21,cannot:[74,75,79,84,86],cantain:51,capabl:[46,66,75],capac:[77,116],capi:58,capi_prvi:59,caption:62,captur:8,card:64,care:[9,41,70,82,131],caret:28,carpedm20:49,carri:21,cast:[46,83],cast_to_op_attr:81,cat:[13,15,93,118,119,134],categori:[8,14,33],categorig:14,categoryfil:117,caus:[33,45],caution:116,cbla:55,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:[60,82],ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,cell_t_prev:21,cell_valu:21,center:15,center_crop:15,cento:[95,131],central:77,ceph:[13,35],cephf:[35,41,44],certain:[54,60,63,79,82],certif:[29,44,116],cffi:58,cfg:117,cgo:58,chain:[13,50],challeng:[8,33,47,52,82],chanc:[29,46],chang:[8,14,32,37,41,47,66,67,70,76,79,104,116],channel:[8,9,15,21,112],channel_shar:8,chapter:[61,62],chapter_data:61,chapter_out:61,check:[2,13,31,32,68,75,91,104,105,116,123],check_align:13,check_attr:81,check_eq:105,check_fail_continu:2,check_grad:[30,106],check_l:105,check_output:106,check_sparse_distribution_batch:[122,123],check_sparse_distribution_in_pserv:[122,123],check_sparse_distribution_ratio:[122,123],check_sparse_distribution_unbalance_degre:[122,123],checker:75,checkgrad:123,checkgrad_ep:123,checkmark:131,checkout:104,checkpoint:[68,73],checksum:44,child:31,chip:47,chmod:116,choic:[32,47],choos:54,chosen:[49,60],chunk:[37,44],chunk_schem:7,chunktyp:7,chw:15,circl:50,circumst:82,claim:116,claimnam:[116,118],clang:[46,58,104,127],clarifi:7,clariti:62,classic:8,classif:[8,20,50,135],classifi:[8,49,134],classification_cost:[71,89,99,135],classification_error_evalu:[7,135],classification_evalu:7,claster:116,clean:[31,32,43,66,75,86,104],clear:[7,32,62,66,79],clearer:[66,69],clearli:[79,83],cli:116,click:[110,116],client:[36,39,75],clip:[6,9,123,135],clock:8,clone:[8,92,103,108,110,111,127,129],close:[2,70,74,104],cloud:[32,33,41,44,45,74,75,131],cloud_read:13,cludform:116,cluster:[13,28,29,31,33,38,71,74,114,115,118],cluster_test_fil:114,cluster_train:[89,115,135],cluster_train_fil:114,cluster_train_v2:[115,119],cm469:116,cmake:[59,86,92,103,104,106,108,110,112,127,128,129],cmake_build_typ:[110,127,128,129],cmake_c:[127,128],cmake_system_nam:[127,128,129],cmakelist:[32,55,56,105],cmatrix:[58,59],cmd:13,cname:116,cnn:[8,117,135],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,57,60,63,65,66,68,70,71,73,75,76,77,81,84,105,116,117],codebas:75,coded_stream:91,codedinputstream:91,coeff:8,collabor:33,collect:[8,14,28],collectbia:105,color:[15,134],colour:14,column:[7,8,21,50,70,74,110],column_evalu:7,com:[8,9,14,32,49,92,103,104,108,110,111,113,116,117,127,129,131,134],combin:[7,8,9,13,23,28,63,75,79],come:[42,67,71,84],comma:[25,28,38],command:[13,25,32,36,41,45,103,105,110,116,117,118,120,121,125],commandlin:[112,118],comment:[32,51,81,99,118],commit:[32,117],common:[15,20,23,26,35,77,82],commonli:[45,77,110],commun:[33,38,39,64,71,73,116],compani:47,compar:[30,32,75],comparison:[32,47],compat:[46,48,64],compil:[8,32,51,53,60,64,71,76,80,81,85,103,114,127,128,129],complaint:32,complet:[8,9,14,23,28,31,33,37,38,44,50,57,60,75,110,116,117,118,131],complex:[9,40,62,75],complic:[8,48,70,71,83,84],compon:[51,71,84],compos:[13,29,48,51,61,69,75],composenotalign:13,composit:48,compress:37,comput:[8,9,21,25,29,30,33,43,46,47,51,57,60,63,64,65,71,73,74,76,79,82,83,85,106,107,110,113,116],computation:8,computationgraph:51,con:64,concat:[49,102],concaten:[8,9,21,49,61,84,89],concentr:75,concept:[7,29,47,48,49,51,61,62,65,66,67,74,79,84,85],conceptu:[43,47,49,51],concern:[29,42],concis:[49,84],conckerneltrac:25,concret:[75,82],concurr:[33,40,47,73],cond:[21,31,47,52,67],condit:[8,21,37,47,52,71,117],condtion:49,conf:[4,8,91,99,115,118,133,134],conf_paddle_gradient_num:[116,118],conf_paddle_n:[116,118],conf_paddle_port:[116,118],conf_paddle_ports_num:[116,118],conf_paddle_ports_num_spars:[116,118],confer:20,confid:8,confidence_threshold:8,config:[6,8,25,35,45,62,96,105,116,117,118,122,123,125,131,135],config_:[36,123],config_arg:[122,123,125,134,135],config_bas:[7,8,28],config_lay:105,config_len:38,config_pars:[4,55,56,105],config_proto:38,configprotostr:91,configur:[8,21,28,36,38,40,41,47,51,54,69,73,82,83,97,105,131,133,134],confirm:45,conflict:[79,104],confus:[15,49,54],conll:14,connect:[9,21,41,71,73,87,116,117,131,135],connectionist:8,consequ:[8,9],consid:[7,8,20,68,82,131],consider:[8,9,60],consist:[7,8,14,15,37,57,67,70,75,76,81],consol:116,consolid:31,constant:[8,20,21,51,53,54,60,74,91],constraint:[71,79],construct:[7,29,43,51,61,69,75,79,81,85],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,69,75,79,81],consum:[33,110],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,57,60,66,69,74,75,76,79,80,81,84,85,103,116,117,118],containerport:116,content:[38,45,57,62,108],content_dir:108,content_len:38,context:[2,8,9,14,79,80,82,89,102,106,107,113],context_attr:9,context_len:[8,9,135],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,135],contin:116,continu:[7,33,57],contrast:8,contrib:77,contribut:77,contributor:75,control:[6,31,74,116,117,131],conv2d:49,conv:[9,21,49,83],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:[29,51,63,81],convent:38,convers:[46,47,71],convert:[2,4,14,21,35,46,47,70,72,76],convlay:8,convolut:[8,9,13,21,22,49,60,69,82],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:104,coordin:[33,38],copi:[28,29,37,40,45,50,61,62,64,65,84,116],core:[6,18,21,51,54,59,65,66,84,113],coreo:[116,131],corner:75,corpu:14,correct:[8,21,30,46,64,116],correctli:[7,13,46,49],corresond:46,correspend:21,correspoind:29,correspond:[8,21,26,29,31,32,46,51,52,60,61,62,69,74,75,76,77,81,82,91,110],corss_entropi:29,cortex:46,cos:[8,81],cosin:[8,21,81],cosineop:81,cosineopproto:81,cosineopprotomak:81,cost:[21,28,29,50,63,64,67,68,71,74,83,96,113],cost_id:8,cost_np:68,cost_val:71,could:[8,13,28,29,30,37,46,47,61,63,65,66,67,69,70,71,72,73,76,110,116],count:[7,33,41,42,68,70,112,114,117,123,125],counter:[25,33,37,50,72],cours:[7,41,60],covari:8,cover:47,cp27:95,cp27m:95,cp27mu:95,cpp:[30,36,48,55,56,58,59,66,73,75,85,91,99,105,112,118,135],cprofil:[110,111],cprofilev:[110,111],cpu:[2,6,8,30,41,46,54,60,65,66,71,74,75,77,78,82,83,103,106,107,110,112,113,117,125],cpu_avx_mkl:95,cpu_avx_openbla:95,cpu_kernel:54,cpu_per_p:74,cpu_per_train:74,cpudevicecontext:[60,82,106],cpuengin:56,cpuinfo:93,cpuplac:[54,60,82,106,107,113],cpusparsematrix:59,crash:[33,112],creat:[6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,60,61,63,64,65,66,69,72,76,77,91,96,104,105,108,117,118,119,131],create_backward_pass:63,create_bias_paramet:105,create_block:69,create_cloud_job:74,create_doc_str:81,create_input_paramet:105,create_local_scop:43,create_oper:48,create_optimization_pass:[23,63],create_paramet:69,create_python_ops_creatation_funct:81,create_rnn:31,create_rnn_op:61,create_st:18,create_tmp_var:69,create_tmp_vari:69,create_var:69,create_whileloop:84,createfromconfigproto:4,creategradientoper:76,createop:81,createoper:31,createstack:116,createvari:31,creation:[48,116],creationd:116,creator:[13,14,35,75,76],creator_:76,credenti:45,crf:[82,83],critic:[49,110],crlf:104,crop:[15,82,134],crop_grad:82,crop_siz:[15,134],crope:15,cropgradkernel:82,cropkernel:82,cross:[8,69,91,127,128,129,135],cross_entropi:[8,29,49,74,83],cross_entropy_with_selfnorm:8,crt:44,csc:105,csr:105,csv:[25,91],ctc:7,ctc_evalu:7,ctest:[92,103,104,106],ctor:69,ctrl:[103,115],ctx:[106,107],cubla:60,cublas_handle_:82,cublashandle_t:82,cuda7:95,cuda8:[92,95],cuda:[25,32,47,60,75,82,103,106,112,123],cuda_dir:[122,123],cuda_fp16:46,cuda_profil:25,cuda_so:[86,93],cuda_visible_devic:89,cudaconfigurecal:112,cudadevicecontext:[60,82,106],cudadevicegetattribut:112,cudaeventcr:112,cudaeventcreatewithflag:112,cudafre:112,cudagetdevic:112,cudagetdevicecount:112,cudagetdeviceproperti:112,cudagetlasterror:112,cudahostalloc:112,cudalaunch:112,cudamalloc:112,cudamemcpi:112,cudaplac:[60,82,83],cudaprofilerstart:112,cudaprofilerstop:112,cudaprofilestop:112,cudaruntimegetvers:112,cudasetdevic:112,cudasetupargu:112,cudastream_t:82,cudastreamcr:112,cudastreamcreatewithflag:112,cudastreamsynchron:112,cudeviceget:112,cudevicegetattribut:112,cudevicegetcount:112,cudevicegetnam:112,cudevicetotalmem:112,cudnn:[8,11,32,54,60,82],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[122,123],cudnn_convt:8,cudnn_dir:[122,123],cudnn_handle_:82,cudnn_kernel:54,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:82,cudnnhandle_t:82,cudnnplac:82,cudnnv5:92,cudrivergetvers:112,cuinit:112,cumtim:[110,111],cumul:8,cur_mem:62,curl:[13,116],curli:[31,50],current:[2,8,21,31,32,33,36,38,42,47,54,60,61,62,65,66,69,73,74,79,83,84,108,116,132],current_block:[67,69],current_oper:67,current_word:[89,102],currentcost:135,currentev:135,curv:29,custom:[23,29,41,46,49,62,65,75,116],custom_batch_read:70,cut:[73,84],cut_lin:13,cutoff:14,cv2:15,cxx:128,cxx_compil:[127,128,129],cxx_flag:128,cxx_flags_minsizerel:127,cxxabi_1:95,cycl:33,cyclic:8,cython:58,d3e0:116,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:127,dandroid_arm_mod:127,dandroid_arm_neon:127,dandroid_standalone_toolchain:127,darwin:116,dash:49,dat:35,data:[2,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,60,61,62,63,64,65,66,67,69,73,74,75,77,79,80,81,82,83,84,85,89,96,97,99,102,107,113,114,117,118,120,122,133,134,135],data_batch:89,data_config:4,data_dir:133,data_fil:15,data_i:49,data_lay:[2,36,89,99,135],data_layout:21,data_read:[13,70],data_reader_creator_random_imag:70,data_shar:84,data_typ:[13,14,57,80,83,85,96,97,102],data_type_:[54,60,83],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,113],dataflow:51,dataprovid:[1,89,91,118,135],dataprovider_:135,dataprovider_bow:135,dataprovider_emb:135,dataproviderconvert:4,datasci:8,dataset:[35,41,65,70,96,97,102,110,111,114,134],dataset_nam:15,datatransformationfn:83,datatyp:[14,18,21,54,80,83,85],dcgan:49,dcmake_build_typ:108,dcmake_install_prefix:[127,128,129],dcmake_system_nam:[127,128,129],dcuda_arch_nam:92,dcudnn_root:92,ddim:[60,82,107],dead:33,deal:131,deb:104,debug:[30,45,47,71,108,110,111],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,57,65,76,77,80,132],declar:[8,21,31,49,61],decod:[8,9,101,102],decoder_boot:102,decoder_dim:62,decoder_group_nam:102,decoder_input:[62,89,102],decoder_mem:[62,102],decoder_prev:9,decoder_s:[89,102],decoder_st:[9,102],deconv:[8,49],deconvolut:[8,21],decor:[2,13],decrement:72,decrementcount:72,decrypt:116,deduc:75,deep:[8,20,40,43,49,50,56,75,77,82,112,134],deepspeech2:55,def:[2,4,8,13,29,30,35,41,42,48,49,51,54,61,62,63,69,70,81,84,89,91,96,99,102,105,106,118,134,135],def_block:49,default_block:49,default_decor:118,default_devic:125,default_main_program:[18,113],default_param_attr:69,default_st:84,default_startup_program:[18,113],default_valu:125,defaultinfervartyp:53,defect:66,defer:40,defin:[2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,54,60,61,64,67,69,70,72,73,75,79,81,82,84,89,96,106,110,113,135],define_py_data_sources2:[2,91,134,135],definit:[31,33,37,43,54,67,71,76,81,84,110,113,133],definiton:48,degre:8,delai:[65,82],delet:[41,44,104,132],deletestack:116,delimit:[7,91],deliv:131,delta:[8,30],delv:[8,20],demand:[33,82],demo:[4,8,14,75,117,120,133,134,135],dens:[8,13,38,39,80,116],dense_arrai:13,dense_vector:[2,4,13,96,97],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,64,68,71,73,80,131],dependent_var:68,deploi:[8,131],deploy:[51,57,75,116,131],deprec:8,depth:[31,47],dequeu:73,deriv:[5,29,52,63],desc:[31,57,69,81,84],desc_:31,descend:[21,84],descent:[8,33,65],descproto:57,describ:[29,31,32,37,43,54,57,61,62,66,67,69,75,80,81,83,85,116,117],describestack:116,describestackev:116,describestackresourc:116,descript:[7,31,32,53,56,57,60,76,80,83,85,116,118],descriptor:83,deseri:[28,57,66],deserializ:75,desgin:50,design:[8,13,20,36,54,58,65,77,131],desir:[13,33,65,116,117],destin:[38,45],destroi:[31,43],destruct:79,det_output:7,detail:[6,7,8,9,10,21,30,37,41,45,47,49,51,57,60,61,69,71,74,77,79,84,85,110,116,131],detect:[53,104],detection_evalu:7,detection_output:7,determin:[8,13,31,60,75],dev:[75,86,93,103,104,110,111,127,131],dev_ctx:31,develop:[32,47,53,66,69,76,78,104,110,113,128],deviat:[6,20],devic:[6,42,46,51,56,60,64,66,71,74,75,83,86,93,107,113,125],device_context:106,devicecontext:[31,60,106],deviceid:[56,125],deviceid_:56,devid:8,dhcp:131,diagram:61,diamond:49,dic:15,dict:[2,7,14,28,69,74,91,99,118],dict_dim:[89,99],dict_fil:[7,99],dict_siz:[14,36,62],dictionari:[2,7,8,14,28,29,30,69,74,89,135],dictrionari:135,did:66,diff:104,diff_mat:30,differ:[7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,60,62,64,65,68,71,72,73,74,76,79,83,84,110,116],differenti:48,difficult:[7,30,47],difficulti:20,dig:116,digit:8,digraph:51,dilat:[8,21],dilation_h:21,dilation_i:8,dilation_w:21,dim0:106,dim1:106,dim:[8,13,21,36,57,61,75,80,82,85,105,106,107,133],dim_:[82,107],dimens:[5,8,9,11,13,21,49,75,80,82,84,89,107],dimension:[8,21],dimes:8,dios_arch:128,dios_enable_bitcod:128,dios_platform:128,dios_use_veclib_for_bla:128,dir:[118,127,134],direct:[8,9,15,47,65,110],directli:[9,20,23,26,32,39,41,46,54,66,71,81,84],directori:[8,32,35,40,44,45,82,104,108,112,117,132],disabl:91,disadvantag:[65,69],discard:[13,33,37,62,104,123],discexp:91,discount:8,discov:33,discoveri:116,discret:8,discrim:49,discuss:[29,31,37,38,39,71,82],disk:57,dispatch:[66,71],displai:[41,45],dist:[78,86,92],dist_train:[29,41],distanc:[7,8],distinguish:32,distribut:[8,20,31,37,38,39,40,42,47,64,73,74,75,85,120,121,123,131],distribute_test:[122,123],disucss:29,div:21,divid:[8,10,42,81,85,110],diy_beam_search_prob_so:[122,123],dns:116,do_forward_backward:70,doc:[4,13,51,61,84,106,108,114,115,118],doc_cn:108,docker:[78,86,92,93,104,108,114,116,117,118,120,121,127,131],docker_build:29,docker_clust:[115,119],docker_push:29,dockerfil:[103,104,118,127,129],document:[8,9,30,44,47,50,61,62,71,75],documentari:2,doe:[9,33,37,38,40,41,43,46,51,61,66,69,71,73,75,76,77,113],doesn:[6,8,13,29,31,70,74,110],dog:134,doing:[36,40,50,71],domain:116,don:[9,29,32,48,50,70,116],done:[7,8,9,32,33,37,38,53,57,65,71,72,76,77,104,110,112,116,118],dot:[8,9,106],dot_period:[118,123,125],dotmuloper:8,dotmulproject:8,doubl:[46,50,71,83,106,123],down:112,download:[14,32,33,36,40,44,117,131],doxygen:104,dozen:32,dpython_execut:86,dpython_include_dir:86,dpython_librari:86,draw:62,drive:79,drop:[8,9,21,62],drop_fc:90,drop_rat:[6,90],dropout:[6,9,90],dropout_prob:21,dropout_r:[8,90],drpi_arm_neon:129,drpi_toolchain:129,drwxr:117,dst:38,dtoh:112,dtype:[4,18,21,51,69,91,113,134],due:[37,40,49,62,69,110,111],dummi:[28,37],dump:57,duplic:[21,73],durat:37,dure:[2,8,9,21,26,31,33,37,40,41,42,47,64,65,75,116,131],duse_eigen_for_bla:127,dwith_c_api:[59,127,128,129],dwith_doc:108,dwith_gpu:[92,108,129],dwith_mkl:108,dwith_profil:112,dwith_python:[59,129],dwith_swig_pi:[59,127,128,129],dwith_test:[92,106,128],dwith_tim:112,dynam:[2,38,59,61,70],dynamic_cast:105,dynamic_recurrent_op:84,e2e:131,each:[2,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,60,61,62,64,66,68,69,70,71,73,75,76,79,80,81,82,83,84,110,116,131],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:46,eas:[13,53],easi:[30,62,65,70,75,77],easier:[29,46,47,70,73,84],easili:[29,49,64,70,76,79,82],echo:[86,93],edg:[15,74],edit:[7,116],editor:69,edu:[14,116,117],eeoi3ezpr86c:116,effect:[8,28,116],effici:[8,57,70,71,82],effort:71,efg:8,efs:116,efs_dns_nam:116,efsvol:116,eigen:[46,60,65,75,77,82,106],eigen_device_:82,eigen_use_gpu:106,eigenmatrix:107,eigentensor:107,eigenvector:107,either:[8,9,13,21,28,29,49,52,53,61,65,71,77],elb:116,elbapis:116,electron:117,elem_dim:8,elememt:8,element:[7,8,9,13,15,21,28,30,37,51,62,73,74,75,106],element_typ:38,elementari:75,elementwis:21,elif:[29,81],els:[29,36,41,47,49,52,53,54,71,73,79,81,93,99,105,134],emac:103,emailweixu:32,emb1:[36,99],emb2:[36,99],emb:[89,91,99,117,135],emb_group:99,emb_para:91,emb_param_fil:91,emb_sum:89,embed:[29,31,36,53,62,73,80,84,91,102,133],embedding_lay:[36,89,99,135],embedding_nam:[8,102],embedding_s:[8,102],empir:8,emplace_back:105,emploi:81,empti:[7,13,33,62],emul:46,enabl:[6,8,31,32,37,51,73,103,112,116],enable_grad_shar:[122,123],enable_parallel_vector:123,enableonstart:25,enc_proj:[9,102],enc_seq:9,enc_vec:102,encapsul:[38,74],encod:[9,37,62,99],encoded_proj:[9,102],encoded_sequ:[9,102],encoded_vector:102,encoder1:99,encoder1_expand:99,encoder1_rep:99,encoder2:99,encoder2_rep:99,encoder_ctx:62,encoder_ctx_expand:62,encoder_ctx_proj:62,encoder_dim:62,encoder_last:8,encoder_out_seq:62,encoder_s:102,encount:36,encourag:[43,71],encrypt:116,encrypt_decrypt:116,end2end:131,end:[7,8,28,31,51,62,66,70,79,102,104],end_pass:29,end_po:8,endforwardbackward:28,endian:57,endif:60,enditer:[28,29,96],endpass:[28,29,96],endpoint:[13,35,116],endtrain:29,engin:[41,56],english:8,enough:[31,54,60],enqueu:73,ensembl:9,ensur:[33,64,79],enter:[31,43],enterpris:75,entir:[8,9,38,40],entiti:[7,31,79],entranc:43,entri:[13,37,41,53,116],entropi:[8,69,135],entry_point:41,enueu:73,enumer:[5,60,91],env:[89,108,110,111,116,118],environ:[29,74,86,110,112,116,117],environmenterror:114,eol:104,eos_id:[8,102],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,84,99,106],equat:[7,8,9,10,21,106],equival:[29,31,47,52,81,131],error:[6,7,8,9,21,29,30,37,45,46,47,79,86,91,116,123,135],error_clipping_threshold:[6,89],especi:[8,9,56],essenc:29,essenti:[8,29,43,46],estim:[8,29,65,73],eta:117,etc:[7,13,21,31,42,64,65,70,71,79,116,131],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:[116,118],euclidean:8,eval:[7,18,31,42,49,74,75,135],eval_program:[18,42],eval_result:42,evalu:[8,16,27,28,40,51,68,71,74,112,113],evaluate_difficult:7,even:[29,46,47,64,69,70],evenli:[38,116],event:[96,117],event_handl:[28,29,96],eventu:[71,84],everi:[7,8,9,13,18,29,33,37,38,40,42,50,51,53,60,61,64,69,73,79,81,83,96,113],everyth:[49,71,73],evid:66,evolv:47,exactli:[8,9,89,116],exampl:[7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,60,61,62,66,67,69,70,73,75,76,77,80,82,83,84,110,113,116,134],exc_path:86,exceed:8,except:[8,14,40,47,50,84],exchang:66,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:113,execut:[32,33,37,41,42,43,49,51,64,74,76,110,116],executioncontext:[106,107],executor:[16,18,42,46,47,49,63,67,83,110,111,113],exist:[29,31,33,45,47,62,69,70,74,76,81,82,84,107,116],exit:[38,45,117],exp:[21,91],expand:[21,62,99],expand_a:[8,98,99],expand_lay:99,expand_level:[8,98],expandconvlay:8,expandlevel:98,expans:8,expect:[8,83],expect_kernel_typ:83,experi:57,expert:32,expir:33,explain:[7,21,33,47,48,50,110],explan:[8,30,41,71,79],explicit:[84,105],explicitli:[29,43,71,74],explor:[8,62,77],expon:8,exponenti:5,expos:[39,57,82,84,116],express:[29,42,51,73,116],extend:[7,65,73,84],extens:[40,62,73],extent:59,extern:[32,56,58,59,75],external_librari:32,extingrad_:56,extinval_:56,extoutgrad_:56,extoutval_:56,extra:[6,8,9,71,77,82,131],extra_lay:28,extraattr:[6,125],extraattribut:8,extraattributenon:8,extract:[7,8,47,66,71,116,133,134],extract_fea_c:134,extract_fea_pi:134,extralayerattribut:[6,9,89,90],extralayeroutput:9,extrem:[8,47],f1205:91,f120da72:117,f7e3:116,fa0wx:117,fabric:[114,115],face:[32,77],fact:[47,64,67,69],factor:[6,10,21],factor_s:8,factori:58,fail:[33,37,62,74,86,91,117,123],failur:[33,38],fake:49,fake_imag:70,faked_imag:49,fall:[46,68],falloc:44,fals:[6,7,8,9,10,13,21,22,23,30,31,47,52,54,55,61,67,68,70,80,85,89,96,97,99,102,105,106,114,117,125,133,135],false_block:[31,52,67],false_label:70,false_neg:42,false_posit:42,false_read:70,fan_in:20,fan_out:20,faq:126,far:84,fashion:71,fast:[8,37,47,112],faster:[8,9,26,33,47],fastest:47,fault:[28,37,75],fbd1f2bb71f4:117,fc1:[51,74,105,125],fc1_bia:51,fc1_weight:51,fc2:[51,74,125],fc3:[51,125],fc4:125,fc8a365:116,fc8a:116,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[69,81,89,91,99,125,135],fc_layer_nam:9,fc_mat:28,fc_op:81,fc_out:31,fc_output:81,fc_param_attr:9,fc_without_b:31,fclayer:105,fcop:48,fdata:99,fea:134,fea_output:134,feasibl:65,featur:[2,5,8,13,14,46,51,64,71,104,134],feed:[9,28,29,50,61,71,74,77,96,113],feed_dict:[49,74],feed_list:113,feeder:[13,113],feedforward:20,festiv:2,fetch:[14,33,36,68,71,86,104,113],fetch_list:113,fetch_op:68,few:[32,33,65,70,71,80],fewer:[8,21,69],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,57,68,76,80,81,89,116],fifth:50,figur:[29,32,47,49,56,61,69,71,73,133],file:[2,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,57,59,70,71,75,82,85,104,106,113,131,134],file_list:2,file_nam:[91,99,134,135],file_typ:13,filenam:[2,15,35,69,89,110,111],fileoffset:44,filesystem:[40,41,44,71,116],fill:[8,33,37,47,60,69,116],fill_zero_grad:75,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:[8,21,31,33,40,46,51,62,79],find_var:30,findop:31,findvar:[31,79],fine:[6,37,48],fingerprint:116,finish:[33,37,40,41,43,64,81,116,117],first:[8,21,28,29,31,33,37,40,41,43,45,47,49,50,51,61,62,67,68,69,71,75,80,81,82,84,106,107,116,131,135],first_seq:102,firstli:[7,8],firstn:13,firstseen:117,fit:[14,46,54,57,62,75],five:67,fix:[6,8,58,71,104,110],flag:[8,14,21,55,56],flatten0:51,flatten:[51,67,69,107],flatten_result:89,flexibl:[8,9,29,38,47,50,54,61,62,65,70,71,82,84],flip:15,flist:114,float16_t:46,float32:[4,13,21,46,48,49,69,70,91,106,113,134],float_16:21,float_to_half_rn:46,floor:[8,91],flow:[21,31,61,78],fluid:[0,18,20,21,22,23,25,26,43,60,82,83,110,111],fmt:91,fname:91,fnt03:116,focu:[51,110],folder:[32,35,41,45,116],follow:[7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,43,46,47,48,49,50,51,52,53,60,61,62,64,65,67,68,69,70,71,73,75,76,77,79,80,81,82,83,84,110,113,116,120,121,131],forbid:29,forc:[64,69,83],force_cpu:54,force_cudnn:54,force_load:58,forest:31,forget:[10,21,29],forget_bia:21,fork:8,form:[8,9,42],formalis:83,format:[7,13,14,15,21,25,28,30,37,46,47,60,62,84,97,104,105,116],former:[29,32,47,65],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,55,56,57,63,66,67,70,75,76,77,80,105],forward_op:30,forwardactiv:105,forwardbackward:28,forwardtest:4,found:[46,67,77,79],four:[7,42,47,50,60],foward:68,fp16:[46,75,85],fp32:[60,75,83,85],fp64:[60,85],fparam:91,fpga:[60,74,113],fpgadevicecontext:82,fpgaengin:56,fpgaplac:[60,82],frac:21,frame:[7,43,75,84],framework:[29,31,42,46,47,51,60,64,65,67,75,77,79,81,82,106,110,111,113],free:[14,82,131],frequenc:14,frequent:[37,70,75,77,82],fresh:[40,74],friend:79,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,54,61,62,63,64,66,67,69,70,71,73,74,75,76,79,82,83,84,86,101,106,107,110,111,112,116,117,131,133,135],from_no_sequ:[8,98],from_sequ:[8,98],from_tar:[28,96],fromfil:[70,91,134],fromstr:91,front:51,fuction:25,fulfil:112,full:[8,33,40,61,64,65,131],full_matrix_project:[9,99,102],fulli:[21,71,73,131,135],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,69],fullyconnectedlay:105,func:[2,13,37,76],funciton:[9,21],functor:[48,51],fundament:[46,73,75],further:[8,81,131],furthermor:74,futur:[8,40,46,61,71,75,132],fvs:81,fwd_op:76,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:[55,56],g_data_transformation_:83,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:69,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,gamma:134,gan:29,gangliao:32,gate:[8,9],gate_act:[8,9,99],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:55,gather:[8,64,66,106],gauss:6,gaussian:20,gaussian_normal_random:49,gcc:[46,58,75,92,103,110,127,129],gcc_3:95,gcreators_:81,gemm:55,gen:8,gen_proto_pi:108,gen_rand_param:91,gender:[14,118],gendrated_id:62,gener:[2,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,60,64,65,67,68,69,70,71,73,75,76,80,81,82,84,96,112,116,118,125,133],generated_id:62,generated_scor:62,generated_word_embed:8,generatedinput:[8,101,102],genr:118,gereat:7,get:[2,7,8,13,14,21,28,30,31,32,33,37,38,40,41,44,47,49,51,54,55,56,60,61,62,69,74,75,76,79,81,82,83,84,93,105,110,111,115,116,117,119],get_all_op_proto:81,get_block:69,get_cloud_job:74,get_config_arg:125,get_data:[117,135],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:105,get_model:134,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:89,get_shap:28,get_support:[86,95],get_symbol:51,get_tensor:30,get_vari:31,get_word_dict:14,getactualkerneltyp:[54,83],getbatchs:105,geteigendevic:107,getenv:[29,41,114,118],getexpectedkerneltyp:[54,83],gethostbynam:118,gethostnam:118,getidmap:118,getinfervartyp:53,getinput:105,getinputgrad:105,getinputvalu:105,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:105,getoutputvalu:105,getparam:36,getparameterconfig:36,getparameterptr:105,getparameterspars:36,getparametersremot:36,getplac:[82,106,107],getpodlist:118,getsiz:105,gettask:37,gettempl:116,gettranspos:105,getw:105,getweight:105,getwgrad:105,gist:9,git:[78,86,92,103,104,108,127,129],github:[9,32,49,60,92,103,104,108,110,111,113,127,129,134],give:[2,33,61,69,75,116],given:[8,13,21,28,38,40,47,48,49,62,70,73,74,77,84],glibc:[127,129],glibc_2:95,glibcxx_3:95,glide:32,global:[6,21,23,29,31,32,33,51,54,66,74,75,79,81,82,83,103,112,116],global_block:69,global_learning_r:6,global_pool:21,global_step:23,globalstat:112,globalstatinfo:112,globe:2,glorot10a:20,glorot:20,gnueabihf:129,go_librari:32,go_test:32,goal:[46,50,64,75],gob:37,godep:32,godoc:58,goe:[9,33,47,52,79,113],going:[48,65,110,131],golang:32,good:[47,49,65,70,77,110,131],googl:[29,75,91,110,111,127],googleapi:116,googlenet:56,got:[54,79],gpg2:116,gpg:116,gprof:111,gprotos_:81,gpu:[6,8,11,30,41,42,46,60,64,65,66,71,74,75,77,78,82,83,86,93,95,97,103,112,113,114,125,131,134],gpu_id:[89,123,125],gpu_per_train:[71,74],gpudevic:82,gpugpu_id:122,gpukernel:75,gpustarttimestamp:25,grab:33,grad:[30,38,56,80,123],grad_op_class:75,grad_op_maker_:76,grad_op_typ:[75,76],grad_op_type_:76,grad_share_block_num:[122,123],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,63,64,65,66,72,75,80,110,114,118,123,135],gradient_clipping_threshold:[6,89,135],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,59],gradientmachin:[4,28,59,66,118],gradientmachine_:36,gradopdescmak:[53,76],gradopdescmakerbas:76,gradopmak:76,grai:15,grain:48,gram:133,grandient:28,grant:116,graph:[8,21,28,31,32,33,42,47,49,61,64,65,67,71,72,74,85],great:[73,131],greater:[8,65],greaterthan:81,green:49,grep:[93,119],gridsize3d:25,groudtruth:102,ground:[7,8],group:[9,21,22,37,51,82,131],group_input1:102,group_input2:102,group_input:[99,102],grouplen:14,grpc:131,gru:[8,62,135],gru_bias_attr:9,gru_decod:102,gru_decoder_with_attent:102,gru_encoder_decod:133,gru_layer_attr:9,gru_memori:9,gru_out:62,gru_param_attr:9,gru_siz:135,gru_step:[62,102],gru_step_lay:9,grumemori:[9,90,102],gserver:[8,55,56,105],gsizex:112,guarante:69,guard:36,guest:95,gui:110,guid:[25,44,75,116,117],gzip:[13,37,117],h0_bn:49,h_prev:31,hadoop:[13,29],half:[46,116],half_to_float:46,hand:[75,82],handi:32,handl:[13,29,41,51,60,66,70,71,74,79,82,84,113],handler:[28,31],happen:[37,81],hard:[47,62,71,73,84,116],hardwar:[47,82],harvest:135,has:[7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,57,60,62,64,67,71,73,74,75,80,81,82,83,112,113,116,131],has_kei:28,has_selected_colum:8,hasdependentvar:68,hash:[60,64],hasn:47,hassubseq:99,have:[8,9,13,21,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,54,57,60,61,62,64,65,66,67,69,70,71,73,74,75,76,79,80,82,83,85,116,131],haven:47,hdf:[13,35],head:[106,119],header:[38,57,59,75,82,91,134],headip:119,height:[8,13,15,31,58,70,91,105,106],height_:80,held:33,hello:29,help:[4,8,21,31,45,47,51,62,70,75,84,104,110],helper:[8,21,71,76,84],henc:[65,69,71,76,77,79],here:[6,7,8,9,13,21,29,32,33,39,43,45,47,50,51,60,61,70,77,81,116,131],heterogen:[71,73],heurist:[8,62,73],hidden:[8,9,21,63,71,90,91,116],hidden_a:91,hidden_b:91,hidden_dim:99,hidden_out:31,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierach:101,hierarch:[8,67,69,75,99],hierarchi:75,high:[6,20,46,64,82,131],higher:[48,61,84],highest:[13,31],highli:[14,84],him:29,hint:[4,54,73,110],his:74,histor:48,histori:10,hl_get_sync_flag:105,hold:[29,33,37,39,46,49,51,53,74,79,81,82,83,107,116],holder_:[82,107],home:[35,45,71,74,93,110,111,116,117,118,119],honor:37,hook2:99,hook:[6,99],hookattr:6,hookattribut:6,horizont:[8,15],host:[32,41,116,117],host_c:[127,128,129],hostfil:119,hostnam:116,hostnetwork:118,hostpath:[117,118],hostport:116,hot:135,hous:[2,14,97],how:[6,8,21,29,31,33,37,43,45,47,48,51,54,61,62,66,71,77,81,83,110,116],howardjohnson:99,howev:[8,9,30,40,43,47,60,65,66,69,70,71,76,77,80,81,82,83,116],howto:[114,115,118],hpp:[46,58],html:[14,20],htod:112,http:[8,9,13,14,20,32,41,49,92,93,103,104,108,110,111,113,114,116,117,127,129,131,134],huber:8,huge:65,human:[8,20],hwc:15,hyper:[8,49],hyperparamet:[8,77],hyperplan:13,i1116:118,i1117:112,i386:128,iOS:128,iamfullaccess:116,iamusersshkei:116,icc:47,ics:14,id_input:7,id_rsa:119,idea:[32,47,65,70,77,110],ideal:[71,83],ident:[8,76,116],identifi:[8,52,60],identityoffsetproject:8,identityproject:8,idmap:118,ids:[7,8,21,62,89],idx:[37,49,105],ies:45,ifdef:60,ifels:[31,67],ifelseop:67,ignor:[2,8,21],iil:91,illustr:[7,33,38,48,61,71,74],ilsvrc:134,im_siz:49,imag:[11,12,13,14,21,22,29,47,49,50,62,63,67,70,74,103,104,116,117,118,120,121,131,134],image_a:70,image_b:70,image_fil:70,image_h:21,image_lay:70,image_list_provid:134,image_nam:29,image_path:70,image_reader_cr:70,image_s:134,image_w:21,imagenet:[8,20,35],imagepullpolici:[116,118],imageri:8,images_reader_cr:70,imagin:50,img2label:15,img:[2,8,9,71],img_conv_lay:9,img_pool_lay:9,imgsiz:112,imgsizei:112,imgsizex:112,immedi:[65,77,116],immutable_paramet:29,impel:82,imperfect:75,implement:[8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,58,59,60,62,66,68,71,73,79,81,82,83,84],implemet:36,impli:32,implicit:74,imposs:[62,131],impractic:83,improv:[8,72,73,75,110,116],in_fals:21,in_plac:21,in_tru:21,inarg:[4,36],inbound:116,inc_path:86,includ:[7,8,9,14,15,21,23,29,31,32,38,41,46,47,49,51,58,59,61,62,67,69,75,81,104,106,110,112,116,127,128,129],inclus:62,incom:54,incorpor:8,incorrect:8,increas:[33,37,46,91],increment:[42,50],incupd:105,inde:13,independ:[8,30,38,72,74,79,82,131],index:[7,8,11,13,14,21,28,30,31,33,37,67,69,84,99,116],indexslot:8,indic:[7,8,21,31,38,43,49,61,67,76,80,82,84,116],indice_map:84,indices_map:84,individu:[33,64,116],industri:[33,57,131],ineffici:[66,83],infer:[15,21,29,31,33,42,47,52,53,54,55,58,60,68,69,74,75,80,83,96,97],infer_shap:69,infer_var_type_:53,inferfac:53,inferior:40,infershap:[31,69,75,106,107],infershapecontext:[106,107],infervartypefn:53,info:[7,8,14,46,61,96,99,105,115,118,131],infom:8,inform:[8,14,21,28,31,41,45,51,54,57,61,64,69,71,77,79,80,110,116],infrastructur:[47,116],ingrad_:56,inherit:[31,63,75,82],ininst:29,init:[6,20,28,31,49,56,61,62,71,72,96,97,105,114,116,118],init_attr:69,init_from_tar:28,init_hook:[99,135],init_model_path:[122,123,125,133,135],initi:[2,6,8,9,14,16,21,28,32,37,42,50,61,64,65,69,71,72,73,77,81,84,97,113,123,135],initial_max:[6,91],initial_mean:[6,8,91],initial_min:[6,91],initial_std:[6,8,91],initialize_op_attr:69,initpaddl:4,initrd:131,inlcud:9,inlin:[82,107,116],inner:[8,89,99],inner_:99,inner_mem:99,inner_param_attr:9,inner_rnn_output:99,inner_rnn_st:99,inner_rnn_state_:99,inner_step:99,inner_step_impl:99,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:107,input1:[8,9,107],input2:8,input:[2,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,54,56,60,61,62,65,66,68,69,70,71,72,73,74,75,76,79,81,82,83,84,89,90,91,96,97,98,99,101,102,105,106,107,113,118,125,133,135],input_conf:8,input_data:105,input_data_target:105,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:105,input_id:8,input_imag:9,input_index:105,input_label:105,input_lay:105,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:84,input_seq:8,input_sequence_data:105,input_sequence_label:105,input_sparse_float_value_data:105,input_sparse_non_value_data:105,input_t:105,input_to_check:30,input_typ:[89,99,135],input_valu:30,input_var:[30,69],inputbuff:36,inputdef:105,inputgradi:76,inputlayers_:105,inputs_to_check:30,inputtyp:13,insert:[64,68,75,76,104],insid:[7,9,33,42,54,66,70,71,73,75,76,116],instal:[8,41,56,78,86,92,93,95,97,104,108,110,111,114,117,127,128,129],install_android:127,instanc:[8,30,31,33,35,39,43,52,61,62,65,69,71,72,75,76],instance_ip:116,instanti:[33,43,113],instead:[8,9,11,13,32,36,41,46,47,50,51,71],instrins:46,instruct:[31,50],int16:85,int32:[60,67,84,85,123],int64:[21,44,60,80,83,85],int8:60,integ:[2,7,8,13,21,37,41,46,58,62,96,135],integer_sequ:89,integer_valu:[2,13,89,96,99,135],integer_value_sequ:[2,13,62,99,102,135],integer_value_sub_sequ:99,integr:[7,131],intel:[47,60,82],intellig:20,inteloptimizedpaddl:56,inter:[8,71],interact:[8,116],intercept:8,interchang:[50,75],interconnect:64,interest:[46,64],interestingli:47,interfac:[6,8,9,20,23,25,26,28,31,37,41,45,51,64,66,75,76,82,116,131],intergr:8,intermedi:[45,49,63,71],intern:[8,9,20,23,28,46,110,111,116],internel:56,internet:[32,33,131],interpret:[7,43,47],interv:8,intrins:[43,46],introduc:[8,15,31,33,49,55,57,77,79,81,110],intuit:[40,75],inval_:56,invalid:[70,79],invent:47,invoc:[32,47,48,75],invok:[2,8,18,28,66,69,71,73,75,76,81,83,112,116],involv:62,iob:7,ioe:7,ios:128,ios_arch:128,ios_deployment_target:128,ios_development_root:128,ios_enable_bitcod:128,ios_platform:128,ios_sdk_root:128,ios_use_veclib_for_bla:128,ip_str:118,ips:[116,118],ipt:[8,69,81,91,99,102],ipx:131,ipython:29,is_color:15,is_gener:133,is_loc:28,is_predict:135,is_revers:21,is_seq:[8,102],is_spars:21,is_stat:[6,91],is_target:68,is_tensor:81,is_test:[21,134],is_traget:68,is_train:[2,15],isinst:[4,96],ispodallrun:118,isspars:105,issu:[32,49,74],issue_numb:104,istag:78,item:[8,13,28,40,46,70,97,118,131],iter:[2,8,9,10,13,28,29,33,47,65,70,71,84],iter_multiple_input_and_param:69,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,57,61,62,64,65,66,68,69,75,76,79,80,81,82,83,112,116],itself:[33,40,65,79],ivs:81,java:[31,58,67,75],jeremi:112,jian:20,job:[14,40,71,74,75,118,122,123,125,134,135],job_dispatch_packag:115,job_id:14,job_mod:133,job_nam:[41,116,118],job_namespac:[116,118],job_path:[116,118],job_path_output:118,job_workspac:115,jobnam:118,jobpath:[116,118],jobport0:116,jobport1:116,jobport2:116,jobport3:116,jobselector:118,jobserv:41,join:[33,99],jointli:9,jpg:[15,134],json:[51,116,117],jth:9,judg:8,juditski:65,jupyt:41,just:[5,7,8,9,14,21,32,37,38,47,49,53,65,66,69,70,71,75,76,77,79,80,116],jx4xr:116,jypyt:29,k8s:[118,131],k8s_data:[116,118],k8s_job:29,k8s_token:29,k8s_train:[116,118],k8s_user:29,kafka:35,kaim:20,kaimingh:134,kebilinearinterpbw:112,kebilinearinterpfw:112,keep:[8,13,15,20,33,47,50,62,65,69,79,81,131],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,54,75,76,81,84,103,104,112,118],kept:[8,69],kera:77,kernel:[8,30,46,47,54,56,65,77,80,82,83,106,107],kernel_hint:54,kerneltyp:[54,83],kerneltypepair:83,key1:123,key2:123,key_pair_nam:116,keyid:116,keymetadata:116,keypair:116,keyserv:116,keystat:116,keyusag:116,keyword:[69,118],kforcecpu:54,kill:[33,116],kind:[29,30,33,39,50,54,63,64,82,83,85,116,117,118],kms:116,knchw8c:60,knchw:60,knhwc:60,know:[29,37,57,110,116],known:[21,31,47,48,61],kriz:14,kselectedrow:80,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:116,kubectl:[115,117,118,119],kuberent:[33,116],kubernet:[29,33,75,114,118,120,121,131],kubernetes_service_host:29,kusecudnn:54,kusemkldnn:54,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,69,81,99,135],kwd:25,l1_rate:6,l1_regularization_op:77,l2_rate:6,l2_regularization_op:77,l2_sim:8,l2regular:[89,135],l93:36,label:[2,7,8,13,14,15,21,28,42,47,49,50,51,63,67,70,71,73,74,83,89,96,99,113,117,134,135],label_dim:[8,99,135],label_fil:70,label_lay:70,label_path:70,labelselector:118,lag:123,lake:2,lambdacost:8,lambdarank:8,lan:114,languag:[8,14,50,75,79,133],larg:[11,14,57,65,71,73,104],larger:[6,7,8],larger_than:[31,52,67],last:[7,8,9,21,47,61,67,98,99],last_seq:[62,99],last_time_step_output:8,lastseen:117,latenc:[8,46,71,116],latent:8,later:[32,47,75,77,82,107,116,132],latest:[8,31,32,33,40,86,93,104,108,117,118],latter:[65,84,110],launch:116,launcher:29,layer1:[8,9,89,98],layer2:[8,89,98],layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,63,65,67,70,71,73,75,77,81,82,84,89,91,96,97,98,101,102,105,113,134,135],layer_0:105,layer_att:90,layer_attr:[8,89,90,102,125],layer_help:54,layer_num:[125,134],layer_s:8,layer_typ:[8,55,56],layerbas:105,layerconfig:105,layergradutil:105,layerhelp:[21,54,69],layermap:105,layeroutout:8,layeroutput:9,layers_test:86,layout:[15,83],layout_:[54,60,83],layouttyp:[54,83],lazi:[65,77],lbl:7,lead:60,leaki:49,learing_r:63,learn:[6,7,8,9,10,14,29,38,40,43,49,50,56,62,64,65,70,71,73,74,75,77,82,93,112,132,134],learnabl:28,learning_method:[133,135],learning_r:[6,23,38,71,89,91,113,133,135],learning_rate_arg:91,learning_rate_decay_a:91,learning_rate_decay_b:91,learning_rate_schedul:91,leas:33,least:[7,21,33],leav:[31,116],lecun:14,left:[8,31],left_cmd:13,left_right_flip:15,legal:81,len:[2,8,21,38,44,47,69,97,99,105,118,135],length:[8,9,13,14,15,21,38,46,55,57,61,62,75,84,117],less:[8,21,29,131],less_than:29,let02:117,let:[7,8,29,31,40,48,50,54,60,61,62,63,76,82,83,110,116],level:[6,8,20,21,46,48,51,57,61,62,82,84,85,101],lgtest:32,lgtest_main:32,lib64:[86,93,123],lib:[59,92,110,111,127,128,129],lib_path:86,libapi:32,libari:59,libc:95,libcuda:[86,93],libgcc_:95,libgoogl:[110,111],libiomp5:56,libmkldnn:56,libmklml_intel:56,libnvidia:[86,93],libpaddl:[58,59,75,104,110,111],libpaddle_capi:59,libpaddle_gserv:59,libpaddle_math:59,libprotobuf:91,librari:[8,32,39,56,59,64,71,83,123],library_:60,librarydevicecontext:60,libstdc:95,licens:[56,64],life:33,lifecycl:131,lifetim:79,lightweight:48,like:[7,8,13,14,21,31,32,33,36,41,43,47,48,49,50,51,53,60,64,65,69,70,75,76,77,79,80,83,84,110,113,116,131,134],limit:[8,13,21,47,57,62,75,77,91,112],linaro:129,line:[2,7,13,25,32,36,41,45,50,65,67,69,75,77,89,91,99,104,110,116,125],line_break:13,line_count:91,linear:[8,21,62,89,91,96,97],lineno:[110,111],link1:46,link2:46,link:[8,9,32,44,45,79,101,116,131],linux:[13,44,95,103,116,127,129],linux_x86_64:[78,86,95],lipeng:133,lipo:128,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,60,63,66,69,74,76,79,84,89,110,111,116,125,134,135],listdir:114,listen:33,littl:[38,47,54,57],live:113,load:[15,29,33,49,64,69,71,96,116,118,134],load_and_transform:15,load_data_arg:4,load_featur:134,load_feature_c:134,load_feature_pi:134,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[122,123,125,133],load_mnist:49,load_paramet:91,loadparamet:4,loadsave_parameters_in_pserv:[36,122,123],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,61,67,69,75,92,110,118,122,123],local_scop:30,localhost:[93,108],localip:118,localpath:45,locat:[8,28,32,47,60,84],lock:[32,33,37,38,73],lod:[21,57,61,80,84,85],lod_desc:[80,85],lod_expand:62,lod_level:[21,69,80,85],lod_tensor:[21,61,80,85],lod_tensor_arrai:21,lodtensor:[21,53,57,75,85],lodtensorarrai:21,lodtensordesc:[57,80],log:[37,45,49,71,87,91,95,105,114,115,116,117,118,119,123],log_barrier_abstract:[122,123],log_barrier_lowest_nod:[122,123],log_barrier_show_log:[122,123],log_clip:[122,123],log_error_clip:[122,123],log_period:[117,118,123,125,135],log_period_serv:[122,123],logarithm:5,logger:[2,99],logic:[40,49,53,63,64,66,71,73,79,84],logist:135,logit:[49,83],longer:[33,71],look:[2,7,31,41,47,50,65,69,76,77,113,116],lookahead:8,lookup:[21,53,62,113],loop:[30,31,47,70,79],loop_var:84,loss:[8,23,49,51,63,65,77,135],lot:[60,62,65,69,71,77,131],low:[8,20,63,64,82,84],low_rnn:61,lower:[8,46,61,62],lower_level_rnn:61,lpaddle_capi_shar:59,lpaddle_capi_whol:59,lrelu:49,lstm:[8,21,99,102,117,135],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,99],lstm_group_input:99,lstm_input:99,lstm_last:99,lstm_layer_attr:9,lstm_nest_group:99,lstm_output:99,lstm_size:135,lstm_step:9,lstm_unit_op:21,lstmemori:[9,90,99,102],lstmemory_group:[8,90,99],lstmemory_unit:90,lstmlayer:55,ltr:8,mac:[59,127],machin:[9,14,28,47,49,56,64,65,71,73,77,89,101,116,119,131],machine_transl:102,maco:[95,103],macro:[48,60,76],made:[33,38,47],mai:[8,9,30,31,42,46,54,64,70,71,73,74,75,79,83,116],main:[4,21,47,51,64,67,75,110,111,116],main_program:[18,21,42],mainli:[39,60,82],maintain:[8,31,37,65,69,75,116,132],majel:32,major:[46,71,83],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,61,62,65,66,69,70,71,72,75,77,82,84,92,103,104,105,106,108,110,112,116,127,128,129,131],make_ddim:107,make_function_oper:48,make_vari:81,maker:[75,76],malloc:82,man:44,manag:[23,28,33,38,39,45,71,79,82,108],mandarin:8,mani:[9,15,32,37,47,49,54,62,66,69,75,76,79,80,81,83,84],manili:51,manipul:[47,69,76],manner:[8,65,77],manual:[63,65,71,76,91,131],manufactur:47,manylinux1:95,manylinux1_x86_64:[78,86,95],map:[7,8,13,28,29,31,37,60,69,76,79,81,82,83,84,96,131],map_fn:84,map_read:13,mapper:13,mapreduc:29,mark:[49,50,61,62,73,79,110,131],market:46,mask:[6,8,21],master:[29,40,75,78,129],mastermind:32,mat:[58,59],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:[8,21,32,46,89],matchbox:131,math:[9,56,58,75,105,106,112],mathemat:77,matirx:8,matmul:[31,51,61,84,106],matrix:[7,8,9,13,21,28,36,58,59,105,106],matrixptr:105,matrixtyp:59,mattyp:36,max:[6,8,13,14,21,22,30,69,72,91,98,112,125],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,62,102],max_movie_id:14,max_relative_error:[30,106],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:82,maxpool:8,mayb:31,md5:[14,34],mean:[6,7,8,9,10,11,13,15,20,28,32,51,62,68,70,71,72,79,83,89,110,113,116,123,131,134],mean_meta:134,mean_meta_224:134,mean_valu:134,mean_var_nam:8,meant:84,measur:42,mechan:[8,9,39,42,69,76,116],mem:[8,31,41,62,99],mem_per_p:74,mem_per_train:74,member:[8,14,29,50,51,60,66,69,79],memcpi:[66,112],memor:8,memori:[9,31,36,37,41,46,56,57,60,62,65,75,83,102,107,112,113,117],memory_boot:9,memory_nam:[8,90],memory_test:103,memory_threshold_on_load_data:[122,123],memoryalloc:82,mention:[21,32,37,47,61,64,65,71,73],mere:9,merg:[8,18,38,40,42,56,61,64,66,72,104],mergedict:133,messag:[31,43,47,50,57,67,68,69,75,76,80,85,86,104,117],meta:134,metadata:[44,116,117,118],metal:131,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,54,63,64,69,70,72,73,75,79,80,83,84,110,111],methodolog:65,metric:[18,42],mfs:118,microarchitectur:46,might:[8,31,32,47,67,73,110,116],million:14,min:[6,8,69,72,112,116,125],min_block:31,min_count:73,min_desc:31,min_pool_s:[2,89],min_word_freq:14,mind:110,mini:[8,13,18,21,28,31,33,42,43,47,52,61],mini_batch:70,minibatch:[8,21,31,42,50,52,67],minim:[23,31,47,49,63,73,75,113],minimum:8,minsizerel:[127,128,129],minu:76,minus_grad:76,minusgradop:76,minusop:76,minusopgradmak:76,minusopprotoandcheckermak:76,minut:[33,40,116],mip:127,mirror:32,mislead:38,miss:49,mistak:47,mit:116,mix:[9,84,102],mixed_lay:[9,99],mixed_layer_attr:9,mixedlayertyp:8,mixtur:110,mkdir:[45,92,108,116,119],mkl:[47,75,82,83,92],mkl_packed_:55,mkldevicecontext:82,mkldnn:[8,56,60,83],mkldnn_:56,mkldnn_batch_norm:8,mkldnnactiv:56,mkldnnbase:56,mkldnnlayer:56,mkldnnmatrix:56,mkldnnplace:[82,83],mkldnnstream:56,mkldnntester:56,mklml:56,mklpack:55,mklpackedgatedrecurrentlay:55,mklpackedgemm:55,mklpackedlstmlay:55,mklpackedrecurrentlay:55,mlp:51,mlr:20,mnist:[2,4,35,49,50,67,70,71,74,75,110,111],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:70,mnist_train:[2,70],mnist_train_batch_read:70,mnt:118,mobil:[46,47,75,108,126],mode:[8,25,28,46,55,64,104,118],model:[8,9,14,28,31,33,34,42,50,55,63,64,65,71,73,74,75,77,83,84,96,97,108,116,125,132,133,135],model_config:4,model_list:[123,125],model_path:125,model_zoo:[133,134],modifi:[8,46,51,71,77,104,116],modul:[2,9,14,28,48,49,62,71,84,91,106,110,111,134,135],modular:62,modulo:8,moment:[23,110],momentum:[6,21,23,79,89,96,135],momentumop:[110,111],mon:117,mono:8,month:32,more:[7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,54,60,61,62,63,69,70,71,73,75,77,84,91,110,112,113,131],most:[8,13,21,28,29,32,40,50,51,60,62,65,70,71,77,82,83,110,113,131],mostli:[46,131],motiv:75,mount:[41,116],mountpath:[116,117,118],move:[8,33,37,45,47,65,116,131],movi:[2,14],movidiu:47,movie_categori:14,movie_id:118,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[64,119],mpirun:119,mse:[47,50,63,67],msra:20,much:[8,33,47,63,70,77,84],mul:[48,69,74,105,106],mul_grad:106,mul_op:[21,106],mul_ratio:8,mul_result:69,mulgradkernel:106,mulkernel:106,mulop:[48,106],mulopgrad:106,mulopmak:106,multi:[8,42,64,66,110,131,134],multi_binary_label_cross_entropi:8,multi_crop:134,multigradientmachin:66,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,54,64,71,73,74,75,83,85,96,110,116],multiple_input:69,multiple_param_attr:69,multipli:[7,8],multiprocess:13,must:[5,7,8,9,13,15,21,38,57,60,68,69,70,75,81,89,105,106,107,114,116],mutabl:[82,107],mutable_data:[82,106,107],mutuable_data:82,mxnet:[31,47],my_cluster_nam:116,my_cost:91,my_external_dns_nam:116,my_lib:114,mypaddl:[117,118],name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,57,59,62,67,69,74,75,78,80,81,84,85,91,96,97,99,102,105,112,113,117,118,120,121,125,131,135],name_prefix:35,namespac:[31,52,58,69,105,106,117,118],nativ:[8,46],natur:[37,40,62,73,84],ncall:[110,111],nccl1:64,nccl2:64,ncclinit:64,nchw8:83,nchw8c:83,nchw:[8,21,56,60],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:127,nearest:46,nearli:30,necess:84,necessari:[8,31,38,40,42,57,62,66,69,81,84],neck:64,need:[7,8,9,13,20,21,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,54,60,62,63,64,65,66,68,69,71,73,74,75,76,77,79,80,81,82,84,86,112,116,118,131],need_tran:91,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:64,neon:46,ner:7,nerual:21,nervana:47,nest:[8,13,31,67],net:[8,9,16,31,49,61,79],net_diagram:134,netop:[31,75],network:[4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,55,56,61,63,65,70,71,73,77,79,81,82,83,85,90,96,97,99,118,125,131,133,134],network_config:125,networkadministr:116,neural:[8,9,13,20,28,29,31,33,51,55,56,61,65,71,77,79,82,83,85,97,99,101,133],neuralnetwork:66,neuron:21,never:[13,70,79,116,117,118],new_block_idx:69,new_stat:61,newblock:69,newest:38,newli:[46,131],newop:31,newopdesc:69,newprogram:69,newremot:71,newvardesc:69,next:[2,8,14,33,39,62,64,84,110,116],nextlay:56,nfs4:116,nfs:[116,118],nfsdir:118,nfsver:116,ngram:14,nic:[118,122,123],nil:37,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:89,nnz:105,no_cach:2,no_grad_set:[23,30,106],no_sequ:[2,8,96],node0:118,node1ip:119,node2ip:119,node3ip:119,node:[8,32,40,51,62,64,71,73,74,75,85,116,117,118,119,131],node_0:[116,118],node_1:[116,118],node_2:[116,118],node_id:114,nodeattr:51,nodeentri:51,nodefil:115,nodesep:51,nohup:114,nois:[8,33,49],noisi:[8,49],non:[8,21,33,46,47,80,116],none:[2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,61,62,63,67,69,74,81,84,102,113,134],nonlinear:20,norm:[9,49,60],norm_by_tim:8,normal:[8,9,14,20,65,117,118,134],notat:8,note:[6,8,9,11,15,18,28,29,31,36,37,41,57,64,70,75,82,83,107,116],notebook:[41,93],noteworthi:47,noth:[5,28,54,69,79,104],notic:[47,64,76],notin:83,notingradi:106,notion:84,notori:30,now:[13,32,33,49,57,60,65,73,75,76,77,79,101,116],np_arrai:13,nproc:103,nullptr:[76,79,105],num:[8,9,114,118,123],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:[114,122,123],num_group:8,num_hidden:51,num_neg_sampl:8,num_p:[71,74],num_parameter_serv:29,num_pass:[28,96,117,118,122,123,125,135],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:80,num_samples_process:91,num_shard:35,num_step:84,num_train:[71,74],number:[7,8,9,13,14,15,21,31,33,35,42,65,70,73,75,81,84,110,116],numchunktyp:7,numdevices_:125,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:125,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,69,70,91,92,96,106,134],numreal:36,numsampl:112,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:103,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,60,64,82,86,93,103],nvlink:64,obei:7,obj:[2,91,134,135],object:[2,6,8,9,13,28,29,36,42,49,51,58,63,69,74,75,77,79,112],observ:8,obtain:[21,40,65],obviou:60,obvious:[32,110],occup:118,occupi:46,occur:[14,28],occurr:31,oct:117,odd:8,off:[59,92,103,104,108,114,127,128,129,131],offer:[31,74,75,81],offici:[8,32,116],offlin:[33,35,131],offset:[8,36],often:[8,36,51,60,110],ograd:105,old:[30,38,40,62,75],older:47,omega:77,omit:[89,135],omp_num_thread:[110,111],ompi_comm_world_rank:114,on_init:2,onc:[8,33,37,42,47,50,65,71,73,116],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,60,61,62,63,64,65,66,67,68,69,70,71,74,75,76,79,80,82,83,84,113,116,131,135],onehotcrossentropyopkernel:106,ones:[48,49,75],onli:[7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,61,62,63,64,66,69,71,73,74,75,80,81,82,83,84,99,101,116,131],onlin:[8,10,33,35,70],only_cpu:30,onnx:47,onto:[21,71,73,116],op_:106,op_check:106,op_class:[75,81],op_desc:[53,68],op_info:113,op_maker_class:[75,81],op_proto:81,op_registri:113,op_test:106,op_typ:[75,106],opattrcheck:106,opcreat:81,opdesc:[31,50,67,68,69,75,76,81,85],opdescbind:[53,76],opdescbuild:31,open:[2,8,15,29,35,47,49,56,70,89,91,96,99,110,116,134],openbla:[92,93],opencv:15,openmp:110,openmpi:[114,119],opensourc:64,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,54,61,62,63,64,68,71,72,74,77,79,82,83,85,106,107,113,116],operand:[21,46],operartor:107,operator_grad:30,operatorbas:[31,48,75,76,81,106],operatorwithkernel:106,opinfo:[53,75,76],opinfomak:53,opinfomap:76,opkernel:[106,107],opkernelkei:75,opkerneltyp:60,opmak:81,opproto:106,opprotoandcheckermak:[76,106],opprotomak:[81,106],opregist:81,opregistri:81,ops:[23,30,31,32,50,51,65,67,68,69,75,82,106,131],ops_:31,ops_test:32,opt:[29,63,68,74,81,92,118],opt_op_list:63,optest:106,optim:[6,16,27,28,30,49,64,65,66,67,71,72,73,74,75,77,80,89,91,96,110,113],optimis:63,optimize_op_attr:69,optimzi:89,option:[7,8,18,21,25,29,32,49,54,57,67,68,69,75,80,81,85,110,127,131],optmization_op_list:63,opts_np:68,optyp:[53,81],opwithkernel:[80,83],order:[8,9,13,15,21,28,50,57,70,77,84,110,111,116,118,131],ordereddict:28,oregon:116,org:[7,8,9,14,20,35,44,49,93,114],organ:[7,8],orient:81,origin:[8,9,13,14,21,30,46,49,79,84,104],other:[7,8,9,13,21,23,31,33,38,45,46,47,53,60,61,65,68,77,79,81,82,83,110,113,116,131],otherchunktyp:7,otherwis:[8,13,14,15,21,28,29,33,38,40,49,53,70],our:[29,32,49,53,60,64,65,71,73,79,84,110,116],out:[8,21,28,29,31,32,37,40,47,51,61,62,69,71,83,89,99,101,102,106,107,110,111,116],out_dir:[116,118],out_left:8,out_mem:102,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,99],outer_mem:99,outer_rnn_st:99,outer_rnn_state_:99,outer_step:99,outgrad_:56,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,57,61,62,65,67,68,69,70,71,73,75,76,79,80,81,82,83,84,89,96,99,102,106,107,110,115,117,118,125,133,134,135],output_:[8,56],output_all_step:61,output_dim_idx:21,output_dir:134,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,89,96,97,134],output_max_index:11,output_mem:[8,102],output_mod:25,output_nam:30,output_num:61,output_path:35,output_s:21,output_seg:84,outputbuff:36,outputgradi:76,outputh:8,outputw:8,outsid:[2,8,9,71,79],outupt:84,outv:105,outval_:56,over:[8,9,21,28,29,47,64,65,84],overal:[49,65,131],overfit:[21,77],overlap:[7,8],overlap_threshold:[7,8],overload:[46,54],overrid:[31,33,45,74,82,106,107],overview:[37,38,39,82],overwrit:45,own:[8,38,40,43,51,53,63,64,65,71,74,77,81,116],paam:15,pack:[84,91],packag:[13,14,37,41,48,56,78,86,110,111,116],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:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,55,56,57,58,59,61,62,66,67,71,74,75,77,81,82,84,89,91,92,93,95,96,97,102,103,104,105,106,108,110,111,112,113,114,115,116,117,118,119,125,127,131,133,135],paddle_begin_init_param:38,paddle_dir:106,paddle_doc:108,paddle_docs_cn:108,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:[106,107],paddle_error:[58,59],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:114,paddle_init_param:38,paddle_init_port:114,paddle_init_ports_num:114,paddle_init_ports_num_for_spars:114,paddle_init_pserv:114,paddle_init_trainer_count:114,paddle_init_trainer_id:114,paddle_init_use_gpu:114,paddle_job:41,paddle_manylinux_devel:92,paddle_matrix:[58,59],paddle_matrix_cr:59,paddle_matrix_get_shap:58,paddle_matrix_shap:58,paddle_n:118,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:117,paddle_paramet:38,paddle_port:118,paddle_ports_num:118,paddle_ports_num_spars:118,paddle_process_by_paddl:118,paddle_pserver2:115,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:133,paddle_save_model:38,paddle_send_grad:38,paddle_server_num:118,paddle_source_root:133,paddle_train:[59,78,115,118],paddle_with_mkldnn:60,paddlepaddl:[8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,61,62,63,66,69,70,74,75,79,84,85,92,93,95,97,102,103,104,110,111,112,114,115,117,118,120,121,127,129,131,132,133],paddlepaddle_gpu:95,paddlepaddlebook:93,page:116,pain:74,pair:[7,8,23,25,31,50,63,71,75,83],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:133,paper:[8,20,49],para:[36,133],paraconvert:133,paradigm:[43,75],paragraph:61,paragraph_data:61,paragraph_out:61,parallel:[64,71,73,75,83,112,116,117,118,125],parallel_nn:[6,122,123],paralleldo:72,param:[6,8,9,13,21,23,30,31,38,66,69,82,91,107],param_attr:[8,9,21,22,36,69,89,91,102],param_config_proto:38,param_fil:91,paramattr:[6,8,16,21,89,91,102],paramet:[7,9,10,11,13,18,21,23,27,30,31,32,34,36,40,43,45,47,49,50,51,53,57,61,63,64,67,70,71,72,79,81,83,84,89,91,96,97,113,114,115,118,123],parameter_block_s:[122,123],parameter_block_size_for_spars:[122,123],parameter_learning_r:6,parameter_list:[23,63],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient2:118,parameterclient_:36,parametermap:105,parametermutex_:36,parameters_:105,parameters_and_grad:[23,63],parameterserver2:36,parameterset:29,parameterupdat:66,parameterupdater_:36,parametr:8,params_grad:63,params_pass_90:96,params_pass_:96,paramt:116,paraphras:133,paraphrase_data:133,paraphrase_model:133,paraphrase_modeldata:133,paraspars:105,parent:[31,67,69,75],parent_:[31,79],parent_idx:69,parenthes:75,pars:[13,14,32,51,103,116],parse_config:4,parse_known_arg:118,parsefromstr:91,parser:[13,118],part:[7,8,31,40,47,57,67,69,71,82,110,131],partial:[8,28],partial_sum:8,particular:[50,57,75,83],particularli:20,partit:[33,35,71,73,75,116],paserv:118,pass:[2,8,13,18,21,26,28,31,33,42,47,49,57,63,65,66,68,69,70,75,77,79,83,84,89,96,104,112,116,117,118,123,125,135],pass_gener:8,pass_id:[28,96],pass_idx:70,pass_manu:91,passtyp:105,past:[29,116],patch:44,path:[7,13,14,15,28,33,37,38,41,62,70,116,117,118,123,127,128,129],path_to_paddlepaddle_working_directori:108,pattern:[14,33,58,65,77,116],paus:[33,40],pcie:64,pdf:9,peer:[64,87],pem:[29,35,116],pend:[33,37],pep425tag:[86,95],per:[7,8,14,15,33,38,64,65,70,77],percal:[110,111],perf_test:[110,111],perform:[8,9,20,21,30,38,42,46,47,49,64,66,70,71,75,77,82,83,111,112,122],perftool:[110,111],period:[33,40,74,123],permiss:116,permut:21,peroid:[8,15],persist:[43,80,85,116],persistentvolum:116,persistentvolumeclaim:[116,118],person:[7,29,54],perspect:75,perturb:30,peter:74,pex:131,pfs:[35,45,74],pfsclient:35,pfspath:45,pgp:116,phase:[21,62,64,65,70,76,131],philosophi:[65,77],photo:49,physic:131,pick:116,pickl:[114,119],pictur:64,piec:[8,9],pil:15,pillow:41,pip:[78,86,92,95,97,104,108,110,111],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,21,33,40,43,54,64,71,73,75,83,107,113],place_:[54,60,82,83],placehold:[49,82,107],placement:73,plain:[7,8,13,41,57,59,60],plan:[33,75],platform:[31,60,82,95,106,107,113,116,127,128],pleas:[6,8,9,10,15,29,33,37,38,39,51,60,61,69,70,74,75,82,85,86,108,110,116,118,132],plot:29,plu:[8,30],plug:[64,65],pnpairvalid:122,pod:[35,41,116,117,118],pod_nam:116,podip:118,podlist:118,point:[21,31,33,41,46,64,74,82,107,110,112,131],pointer:[31,38,47,51,60,69,75,79,82,107],polar:14,poli:91,polici:[82,116],pollut:40,polyak:65,ponit:51,pool3:105,pool:[9,21,27,72],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:[9,89,135],pooling_typ:[8,89,98,135],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51],port:[32,110,114,116,117,118,122,123],port_num:122,portabl:51,portal:108,ports_num:[114,118,123],ports_num_for_spars:[36,114,118,122,123,125],pose:33,posit:[2,7,8,9],positive_label:7,possibl:[29,31,37,69,73,77],post:[41,44],postpon:77,potenti:[46,112],pow:91,power:[46,64,131],ppo_workspac:108,pprof:[110,111],pre:[8,9,14,29,38,54,116,133],pre_activ:69,pre_bia:69,pre_dictandmodel:133,pre_stat:[61,84],preambl:69,precis:[7,42,46,65],precision_evalu:7,precompil:43,pred:51,predetermin:8,predic:14,predict:[2,4,7,8,28,71,77,89,97,133,134,135],predict_fil:[122,123],predict_lay:28,predict_output_dir:[122,123,135],predict_sampl:4,prediction1:28,prediction2:28,prefer:[47,54],prefetch:[36,105],prefix:[7,9,33,35,62,116],pregrad:105,premodel:133,prepand:69,prepar:[30,41,66,114,119,120],prepend:69,prepend_oper:69,preprocess:[14,15,84,133,135],present:[29,31,84,104],preserv:45,press:20,prev_batch_st:[122,123],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[10,21,29,33,37,40,77,110],preview:75,previou:[8,9,28,33,45,61,62,73,110,116],previous:8,previous_memori:31,price:[14,75,97],primari:[47,50],primarili:[65,77],primit:[46,56,64,84],principl:[29,32,60],print:[4,6,28,29,47,51,71,86,95,96,97,110,119],print_graphviz:51,print_s3_bucket:13,printallstatu:112,printer:7,printstatu:112,priorbox:8,prioriti:75,prite:7,privat:[31,59,69,79,80,81,82,84,104,107],privileg:116,pro:64,prob:[7,28,97],probabilist:[8,133],probabl:[7,8,21,28,62],problem:[8,29,30,32,40,47,49,50,65,75,77],proc:93,proce:[13,33,70,116],procedur:[31,57],proceed:20,process2:99,process:[2,6,8,9,13,29,31,35,36,37,40,42,43,47,51,56,57,64,71,77,81,89,91,99,110,116,118,135],process_num:13,processdata:134,processor:[46,112],prod:104,produc:[8,9,13,33,47,51,70],product:[8,9,21,41,47,96,116],productgraph:117,prof:[110,111],profil:[16,45,111,112],profl:111,proflier:112,prog:118,program:[13,18,20,21,25,29,35,38,40,43,50,52,63,64,70,71,74,75,79,110,112,118],programdesc:[43,47,57,68,69,74,76],programm:[47,69,71],progress:[33,37],proj:8,project:[8,9,41,59],promis:[8,9,62],prompt:[45,47],prone:29,propag:[8,10,47,65],proper:54,properli:54,properti:[51,77],propos:[31,47,62,63,64,65,72,73,84],proprietari:56,protect:[46,81,105,106],proto:[11,54,57,60,67,75,81,85,106],proto_:81,protobuf:[28,31,41,43,47,50,51,57,67,69,75,76,81,91],protocol:[7,113,131],protomak:106,provi:114,provid:[8,14,21,29,31,38,41,42,43,46,47,49,51,53,54,64,65,69,74,77,81,82,84,89,97,99,110,116,122,131,135],provis:[116,131],prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,75,114,115,116,118,122,123],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,122,123],pserver_spec:28,pseudo:[29,41,76,84],pseudocod:84,psize:105,ptr:[59,82],pub:119,pull:[32,75,78,93],purpos:[8,33,54,71,73,112],push:[31,43,47,118],push_back:105,put:[32,33,36,69,73,82],pvc:116,pwd:[92,93,103,104,108,127],pxe:131,py_paddl:[4,86],pybind:[31,46],pydataprovid:89,pydataprovider2:[2,4,118],pyramid:8,pyramid_height:8,python2:[110,111],python:[13,21,28,29,31,39,42,43,47,48,49,50,51,54,58,62,66,75,78,82,84,86,89,92,95,97,102,103,104,105,106,108,111,113,114,119,133,134],pythonpath:86,pytorch:47,qualcomm:46,queri:[7,8,116],query_id:7,question:[8,29,73,81,116],queue:73,quick:51,quick_start:[41,116,117,118,120,135],quick_start_data:117,quickli:[62,69,75],quickstart:117,quit:62,r14b:127,r_t:8,rais:[13,21,51,114],rajathkmp:49,ran:[73,112],rand:[49,91,112,123,125],random:[6,8,13,20,21,35,49,60,66,69,70,91,106],random_crop:15,random_imag:35,randomli:[15,21,40],rang:[8,13,20,21,35,46,49,70,71,74,81,118,135],rank0:64,rank1:64,rank:[8,21,29,84,116,134,135],rank_tabl:21,rankdir:51,ranktabl:21,rapid:76,rare:2,raspberri:130,raspberrypi:129,raspbian:129,rasspberri:129,rate:[6,7,8,9,10,14,38,89,118],rather:[41,49,84,116],ratio:[8,123],raw:[8,13,57],rdma_tcp:[122,123],reach:[33,64],read:[2,13,15,21,28,29,33,35,47,70,71,73,75,84,91,116,131,134],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_next_from_fil:89,read_paramet:91,read_ranking_model_data:29,readabl:[75,110],reader:[14,28,35,46,49,50,67,71,74,96,110,111,114],reader_cr:35,reader_creator_bool:70,reader_creator_random_imag:[13,70],reader_creator_random_image_and_label:[13,70],readi:[33,116,117,131],readlockguard:36,readm:[59,104],readwritebuffer_:36,readwritemani:116,real:[8,21,36,49,70],real_process:2,realist:29,realiz:[31,60,61],realli:[47,77],reason:[9,29,30,33,47,117],recal:7,receiv:[13,33,41,61,73],recent:65,recognit:[8,134],recommend:[9,29,118],record:[13,37,81,116],recordio:[13,14,29,35,37,71,74],recov:[33,84],recover:75,recoveri:37,rectifi:[8,20],recurr:[55,61,79,99,100],recurrent_group:[9,90,99,101,102],recurrent_lay:9,recurrent_op:84,recurrentgradientmachin:[59,62,84],recurrentgroup:7,recurrentlay:55,recurs:[31,32,45,75],recv:[64,71,73,116],recvparametertyp:36,red:[49,110],redirect:13,reduc:[8,21,46,64,73,75,110,111],reduce_by_kei:75,reduce_mean:49,refactor:[50,62,65,66,69,71,73,77,84],refer:[6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,60,61,64,67,69,75,77,79,82,84,85],referenc:[8,37],refine_unknown_arg:118,reflect:37,reg:81,regard:131,region:[8,79],regist:[60,76,82,83],register_gpu_profil:112,register_lay:105,register_op:[48,75,76,81,106],register_op_cpu_kernel:[82,106],register_op_cuda_kernel:[82,106],register_op_without_gradi:[75,106],register_oper:[53,76],register_tim:36,register_timer_info:112,registerop:81,registr:113,registri:[41,53,82,117,131],regress:8,regular:[6,16,21,23,89,116,135],regularization_coeff:26,reinforc:74,rel:[9,30,40,77],relat:[33,40,41,46,60,79,83,110,131],relationship:[76,82],releas:[74,78,116,127,128,129],reli:[30,62,63,65,77,110],reliabl:[33,77],relu1:51,relu2:51,relu:[8,49,51],relwithdebinfo:[110,111],remain:84,rememb:8,remind:60,remot:[6,32,36,75,104,116,123,125],remote_ess:74,remote_sess:74,remoteparameterupdat:[36,39],remov:[13,45,47,62,104],ren:20,renam:[45,46],reorgan:8,repeat:[31,50,67,68,80,81,85,110],repeatedli:50,replac:[32,37,53,65,74,76],replic:71,replicaset:41,repo:[32,129],report:[37,46,47,71],reportdataset:37,repositori:[8,108,127],repres:[8,9,21,31,37,47,51,57,60,62,65,69,73,74,75,77,80,82,84,85,116],represent:[8,38,49,50,60,62,71,80],request:[32,33,36,40,71,75,78,116,117,131],requir:[7,8,23,29,33,38,40,41,45,46,51,56,61,65,67,68,71,73,75,77,80,81,85,108,116,131],res5_3_branch2c_bn:134,res5_3_branch2c_conv:134,research:[14,47,71],reserv:[21,45],reserveoutput:105,reset:[8,18,33,42,87],reset_program:[18,42],resetingrad:56,resetinvalu:56,resetoutgrad:56,resetoutvalu:56,resetxxx:56,reshap:[30,70,91],reshape_s:8,residu:134,resiz:[15,36,82,106,107],resize_s:15,resize_short:15,resnet_101:134,resnet_152:134,resnet_50:134,resolv:[32,104,117],resourc:[43,64,74,82,116],respect:[30,46,49,61],respons:[8,36,42,49,64,65,66,77,116,117],rest:[8,31,41,44,83,131],restart:[33,38,116,117,131],restartpolici:[116,117,118],restor:[30,65],restrict:[77,79,110,111],result:[2,5,7,8,21,25,28,30,37,42,49,50,51,57,62,63,64,66,71,96,110,112,113,116,135],result_fil:7,resum:40,ret:13,retran:116,retriev:[31,62,79,110],return_op_list:23,return_seq:9,reuqest:78,reus:[31,40,62,70,75],rev:103,revamp:71,reveal:[29,110],revers:[8,9,101,102],review:[14,104,117],reviews_electronics_5:117,rewrit:32,rgb:[8,15],rho:10,rid:47,right:[8,30,31,32,41,42,75,77],ring:64,rkt:[41,103],rmsprop:[65,89,135],rmspropoptim:65,rnn:[8,9,31,47,49,62,69,75,79,101,102,122],rnn_bias_attr:102,rnn_layer_attr:102,rnn_out:102,rnn_output:84,rnn_state:99,rnn_state_:99,rnn_step:8,rnn_use_batch:[55,122,123],rnnalgorithm:62,rnnlm:14,rnnstep:84,roadmap:84,robust:[8,20],rocmplac:60,roi:8,role:[14,29,37,38,64,71,116],rollback:69,root:[10,11,64,116,117,118,133],rot:8,round:[46,64],routin:[46,56,64],row:[7,8,13,21,36],row_id:8,rows_:80,rpc:37,rpcserver:37,rpi:129,rpi_arm_neon:129,rpi_toolchain:129,rsize:116,rstrip:118,rtk:131,rtype:[8,13],rule:[7,47,50,71,116],run:[29,30,31,32,33,41,42,46,47,48,49,50,51,60,61,63,64,65,67,68,71,72,73,74,75,79,80,82,83,86,92,93,103,104,107,108,110,111,112,114,115,116,117,118,120,121,127,131],run_test:92,runinitfunct:[112,118],runnabl:73,running_on_cloud:41,runserv:108,runtim:[2,25,31,53,61,74,75,85,86],runtime_table_:31,safe:41,sai:[8,50,52,70,71],said:47,same:[2,7,8,9,20,21,28,29,30,37,38,40,48,49,51,54,61,62,64,69,71,74,75,76,79,83,84,99,107,116,135],samping_id:8,sampl:[2,7,13,14,42,49,81,135],sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,80,116],save:[2,8,13,28,33,35,37,38,41,50,51,57,65,71,80,85,116,117],save_dir:[117,118,123,125,135],save_only_on:[122,123],save_parameter_to_tar:[28,96],savetxt:91,saving_period:[118,122,123],saving_period_by_batch:[122,123,125],saw:2,scalabl:75,scalar:[8,21,31,52,84],scale:[5,20,65,71,73,76,81,106],scaleop:106,scaleopmak:[75,106],scalingproject:8,scan:[37,75],scatter:[8,64],scenario:62,schdule:116,schedul:[37,41,73,116],scheduler_factor:6,scheme:[7,10,36,77],scope:[30,43,72,74,113],score:[7,8,21,62],scp:119,script:[14,64,92,108,115,116,119,127],sdk:128,search:[8,33,79,102],second:[8,21,29,45,47,49,51,61,62,67,68,70,79,81,106,135],secret:116,section:[47,69,73,110,116],see:[8,9,29,33,46,47,69,74,91,110,116],seed:[20,21,91,112,123],seem:[32,46,47],seen:77,segment:[7,61,84],sel_fc:8,selcet:8,select:[8,62,116],selected_generation_scor:62,selected_id:[8,62],selected_indic:8,selected_row:[80,85],selected_rows_desc:[80,85],selected_scor:62,selectedrow:[53,85],selectiv:8,selector:117,self:[30,42,49,51,55,56,57,63,69,84,105,106],selfnorm:8,semant:[14,29,62,78],semat:29,send:[33,38,54,64,71,73,75,81,85,116],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[65,77,110],sensit:8,sent:[29,38,71,75,81,117],sentanc:89,sentenc:[2,8,14,47,61,62,84,99,102],sentence_input:84,sentence_last_state1:99,sentence_last_state2:99,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,21,25,38,48,65,71,76,77],seper:84,seq:[8,14,99],seq_len:84,seq_pool:[8,98],seq_silc:8,seq_text_print:7,seq_to_seq_data:133,seq_typ:13,seqenc:21,seqlastin:99,seqtext_evalu:7,seqtoseq:[8,91,133],seqtoseq_net:[8,133],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,55,63,67,84,89,96,99,101,135],sequence_conv_pool:135,sequence_group:8,sequence_layer_group:99,sequence_nest_group:8,sequence_nest_layer_group:99,sequencegen:99,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,96],sequenti:[8,31],seri:[9,99],serial:[28,31,37,57,66,75,85],serializ:75,serv:[46,71,75,84,116],server:[29,32,36,39,40,47,64,71,75,87,92,114,115,118,123,131],serverless:33,servic:[110,131],sess:[49,51,63,74],session:[51,63,68],set:[2,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,60,61,62,68,69,75,76,79,82,84,89,91,96,99,103,106,107,108,110,112,116,117,133,134,135],set_active_typ:105,set_default_parameter_nam:6,set_drop_r:105,set_float_el:30,set_input:8,set_siz:105,set_typ:105,setdatatyp:80,setdefault:106,setp:116,setq:103,settotalbyteslimit:91,setup:[65,71,78,105,106,131],sever:[7,8,30,36,49,60,61,62,64,66,69,80,84,116],sexstant:131,sgd:[23,28,29,33,41,65,66,71,73,74,80,96,113,114,122],sgd_optim:113,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,60,61,67,69,74,75,80,82,96,113],shard:[33,34,35,36,37,38,40,71,73,114,116],share:[8,21,32,49,59,66,69,75,77,82,84],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[58,59,79,82,107],shell:116,shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,54,60,61,62,63,65,66,67,70,71,75,76,77,80,81,83,84,85,101,106,108,116],should_be_fals:29,should_be_tru:29,should_shuffl:[2,99],show:[7,10,31,33,45,47,52,57,61,64,65,67,84,103,116],show_check_sparse_distribution_log:[122,123],show_layer_stat:[122,123],show_parameter_stats_period:[117,122,123,125],shown:[8,29,42,64,71,116],shrink_rnn_memori:21,shuf:89,shuffl:[13,89],sid:116,side:[8,28,42,66],sig:116,sigint:115,sigmod:81,sigmod_op:81,sigmod_output:81,sigmoid:[8,22,31,74,81,84],sigmoidactiv:[9,99],sign:[44,57,116],signatur:116,similar:[8,21,31,43,47,62,65,70,71,73,75,77,82,83,84,110,116,131],similarli:[8,13,47],simpl:[5,7,8,9,13,14,23,28,46,50,51,61,65,67,73,77,79,81,84,118],simple_attent:102,simple_gru:[102,135],simple_lstm:[8,90,135],simple_rnn:[8,102],simple_transform:15,simpler:66,simplest:116,simpli:[8,15,29,38],simplifi:[29,62,69,81],simul:[47,128],simultan:116,sinc:[8,9,33,37,39,40,47,53,60,65,70,71,72,74,76,77,84,116,131],singl:[7,9,13,21,33,42,46,54,64,71,73,74,75,79,110],singleton:72,sinlg:28,sit:71,site:[32,110,111,116],situat:[68,83],size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,57,62,65,69,70,71,74,80,81,82,84,89,91,96,97,99,102,105,106,107,113,134,135],size_a:8,size_b:8,size_t:[36,82,84,105],sizeof:31,skip:[70,91,104,116,134],sleep:118,sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slowli:110,small:[8,14,30,49,56,62],small_messag:[122,123],smaller:[8,21,30,33,46,62],smart:79,smooth:8,snap:117,snapdragon:46,snapshot:[34,40,116],snippet:[48,63,116],sock:41,sock_recv_buf_s:[122,123],sock_send_buf_s:[122,123],socket:118,softmax:[8,9,21,29,31,47,51,52,62,67,71,73,74,89,102,105,135],softmax_param:91,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[99,135],softmaxoutput:51,softwar:[46,131],solid:49,solut:[64,131],solv:[29,75],some:[6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,54,60,61,62,63,67,68,69,70,73,75,76,79,82,83,84,116,131],some_c_api_funct:59,some_inst:59,some_op:[53,61,84],some_python_class:58,somecppclass:58,somedata:28,somegotyp:58,someth:[36,69,110],sometim:[8,70],someurl:13,somewhat:38,somewher:79,soon:33,sort:[8,14,84,110,116,118],sort_by_length:84,sourc:[8,14,30,32,45,47,49,56,57,59,62,70,75,110,116],source_dict_dim:[62,102],source_dict_s:62,source_language_word:[62,102],space:[7,8,46,69,73,77],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,21,36,89,105,114,116,118,123,125],sparse_binary_vector:[2,13,89,96],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,96],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36,89],sparse_value_slot:13,sparse_vector:89,sparseparam:105,sparseprefetchrowcpumatrix:105,spatial:8,spatial_scal:8,spec:[116,117,118],special:[8,38,46,53,60,62,63,71],specialvartypeinfer:53,specif:[28,32,33,45,62,75,79,82],specifi:[7,8,18,21,29,30,36,37,38,41,42,43,45,49,57,69,71,72,74,79,81,84,108,110,116],speech:8,speed:[8,9,46,57,64,65,131],sphinx:[58,108],split:[2,8,13,40,47,52,62,72,75,84,99,114,116],split_count:[114,116,118],sqrt:20,squar:[8,10,11,21,51],square_error_cost:[96,113],squarerootnpool:8,squash:104,srand:123,src:[32,114,115,118],src_backward:102,src_dict:91,src_dict_path:91,src_embed:[62,102],src_forward:102,src_root:4,src_word_id:[62,102],src_word_vec:62,srl:14,ssd:8,ssh:[116,119],ssh_server:115,sstabl:29,stabil:[8,30],stabl:[78,116],stack:[43,75,84,116],stackexchang:8,stage:[32,39,47,49,72,85,104],stale:[33,74],standalon:127,standard:[6,13,20,47,75,77,110],stanford:[14,30,117],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,62,64,66,71,72,86,104,110,117,118,123],start_mpi_train:119,start_paddl:118,start_pass:[122,123],start_po:8,start_pserv:[122,123],startpaddl:118,startup:[21,33,41,47,116],startup_program:[18,21,23],stat:[112,123],state:[8,9,18,23,31,33,42,43,61,62,79,84,90,101,117],state_act:[8,9,99],statement:[47,50,116],statfulset:118,static_cast:107,staticinput:[8,101,102],statist:[8,18,20,42],statset:112,statu:[41,62,104,112,116,117,118],status:117,std:[28,32,36,51,53,54,58,59,68,75,76,79,81,82,83,105,106,107,123],stdbuf:114,stderr:115,stdout:[13,115],step:[8,9,11,21,23,30,31,33,38,42,47,49,50,55,62,65,66,69,71,73,75,81,84,99,101,102,110,116,131],step_id:84,step_input:84,step_net:31,step_output:84,step_scop:75,stepnet:[31,61,75,79],stepout:99,still:[37,40,47,71,76],stirng:69,stmt1482205552000:116,stmt1482205746000:116,stochast:[10,33,37,40,65],stop:8,stop_gradi:21,storag:[44,46,116],store:[7,8,14,21,28,30,31,32,36,43,51,53,57,60,62,66,67,69,71,74,75,76,77,79,84,116],str:[15,18,21,28,41,84,118,125],straight:[67,70,80],strategi:[11,33,69,73,123],stream:[13,82],stream_:82,streamid:25,street:8,strict:70,stride:[8,9,21,60],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[2,7,8,13,15,25,28,31,37,45,51,54,57,67,68,69,74,75,76,79,80,81,85,105,106,116,123],strip:[91,99,110],struct:[37,38,44,46,53,54,59,60,76,81,83,91],structur:[31,37,47,49,57,62,67,69,75,80,116],sts:116,stuff:104,stun:2,style:[8,75,81],sub:[7,8,13,29,40,49,61,64,66,69,71],sub_nest_seq:8,sub_sequ:[2,8,96],subclass:[23,69],subcommand:45,subgradi:10,subgraph:[49,73],submiss:71,submit:[75,116],subnet0:116,subnet:[29,116],subobjectpath:117,subscript:21,subseq:[98,101],subsequ:[8,64],subsequenceinput:[8,99],subset:21,succeed:[37,117],success:[8,38,116,117],successfulcr:117,sudo:[103,116],suffer:30,suffix:[18,41,114],suggest:[8,32],suit:131,suitabl:80,sum:[8,10,31,34,53,69,72],summar:49,sumopgradmak:76,sumpool:[8,89],sun:20,suppli:[21,80],support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,57,60,62,65,66,68,70,71,73,75,76,77,80,83,95,99,116,131],suppos:[9,32,48,80],suppress:[8,45],sure:[110,116],surpass:[8,20],sutibal:82,svs:81,swagger:44,swap_channel:134,swig:[39,58,59,92],swig_paddl:4,switchop:31,sychron:64,symbol:[8,31,51,59],symbols_ready_:31,symbolt:[31,75],symlink:104,sync:[33,65,77],sync_with_cpp:[110,111],syncflag:105,synchron:[33,37,64,116],syntax:[43,47,62,70],sys:134,sysroot:127,system:[31,32,33,38,40,44,48,49,56,71,73,89,110],t2b:133,tab:135,tabl:[7,8,21,31,47,53,57,80,85],tablelookup:80,tablelookupgrad:80,tablelookupop:80,tableproject:8,tag:[7,14,86,93,104,114],tagtyp:7,tail:62,tainer_id:118,take:[2,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,60,65,67,68,69,70,75,76,82,83,84,110,116],taken:[51,60,71,84],talk:38,tangl:110,tanh:[8,9,21,49,62,71,102,105],tanhactiv:[9,99],tar:[13,15,28,96,116],tarbal:116,target:[8,14,21,23,28,31,32,43,49,51,63,68,71,74,75],target_dict_dim:102,target_dict_s:62,target_dictionary_dim:8,target_language_embed:8,target_language_word:102,target_link_librari:32,target_word:62,targetinlink:[8,99],task:[7,8,57,62,71,81],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,82,99],tcp:[116,123],tear:112,technic:33,techniqu:[21,110],technolog:47,tee:117,tell:[33,37,38,62,81],templat:[48,81,82,106,107,117,118,131],tempor:8,temporari:[18,41,43,65,69,132],tensor:[21,30,32,46,47,49,51,53,54,57,60,61,62,72,73,74,80,83,84,85,106,113],tensor_array_read:84,tensor_array_s:84,tensor_array_stack:84,tensor_array_unstack:84,tensor_array_writ:84,tensor_data:57,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarrai:72,tensorarraydesc:84,tensordesc:[57,80],tensorflow:[31,47,49,52,71,73,77,84],term:[8,9,33,76,77],termin:117,tessorarrai:84,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,59,65,70,74,78,97,104,105,106,107,112,113,114,119,123,125,134,135],test_:106,test_all_data_in_one_period:117,test_check_grad_ingore_i:106,test_check_grad_ingore_x:106,test_check_grad_norm:106,test_check_output:106,test_compar:86,test_comparespars:86,test_comparetwonet:86,test_comparetwoopt:86,test_config_pars:86,test_data:4,test_data_dir:114,test_fcgrad:105,test_gpuprofil:112,test_layergrad:105,test_list:[2,91],test_mkldnn:56,test_mklpack:55,test_mul_op:[92,106],test_networkcompar:86,test_pass:[122,123,125],test_period:[122,123,125],test_predict:86,test_pydataprovid:86,test_pydataprovider2:86,test_pydataproviderwrapp:86,test_recurrent_machine_gener:86,test_recurrentgradientmachin:[86,99],test_swig_api:86,test_train:86,test_traineronepass:86,test_wait:[122,123],testa:29,testb:29,testbilinearfwdbwd:112,testconfig:105,testfcgrad:105,testfclay:105,testlayergrad:105,testmulop:106,testq:29,testresult:28,testutil:105,text1:45,text:[2,7,9,13,29,57,61,116,133],text_conv:135,text_fil:13,tflop:112,tftp:131,tgz:[14,95],than:[6,7,8,9,21,33,41,47,48,49,69,75,77,84,91,116,131],the_step:47,theano:47,thei:[8,18,20,26,29,32,33,38,40,45,47,49,50,54,62,63,69,73,74,75,81,84,85,112,116],them:[7,8,9,15,29,30,32,33,36,41,47,48,53,54,62,70,73,75,76,79,80,81,83,84,85,112,116],themselv:32,theori:47,therefor:65,therein:[8,31],theta:49,theta_d:49,theta_g:49,thi:[2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,43,46,47,48,49,50,51,54,60,61,62,63,64,65,66,67,69,70,71,72,73,74,75,76,77,80,81,82,83,84,95,110,112,113,116,131],thin:53,thing:[2,49,71,75,82],think:[29,32],third:[8,33,51,110],third_parti:[8,56,127,128,129],those:[8,31,32,33,48,50,51,52,67],though:[84,131],thought:32,thread:[72,110,112],thread_count:72,thread_local_rand_use_global_se:[122,123],thread_pool:72,threadblocks:25,threadid:125,threadloc:112,three:[7,8,30,33,42,46,47,50,62,63,66,67,70,82,134],threshold:[6,7,8,33,37,123],through:[8,21,32,33,37,39,42,63,65,74,108,113],throughout:43,throughput:112,thrust:75,thu:[8,21,40,42,51,116,132],tier:117,time:[8,9,11,13,21,28,29,30,32,33,37,40,47,48,53,55,60,61,62,64,69,70,71,73,75,76,80,81,84,85,99,110,111,112,117,118,123,131],timelin:[8,75],timeo:116,timeout:[33,37],timeout_sec:13,timer:112,timestamp:[8,34],timestep:[8,79],titl:[14,118],tls:44,tmp:[2,69],to_chw:15,to_no_sequ:[8,98],to_sequ:[8,98,99],to_tar:28,to_your_paddle_clone_path:108,toadapt:83,todo:[7,13,14,31,33,37,40,62,81],toend:8,togeth:[8,9,13,28,84],token:[7,8,29,102],toler:[28,30],too:[14,30,60,83,84],took:131,tool:[108,110,116,118,127,129],toolchain:[110,127],top:[7,21,28,61,62,134],top_k:[7,21,62],top_level_rnn:61,topk_generated_scor:62,topk_id:62,topk_scor:62,toplevel:103,topolog:[29,33,51,57,66,71,74],topoloi:51,topolopi:28,torch:[31,47],toronto:14,tostr:91,total:[21,28,33,42,64,70,73,110,112,117,131],total_pass:70,tottim:[110,111],trace:[31,49],track:[33,37,51,69,104],tractabl:8,tradit:[8,31,46],traffic:71,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,55,57,64,65,66,67,68,74,75,77,80,82,85,87,89,93,96,102,114,115,117,118,119,120,121,123,125,133,134,135],train_arg:118,train_args_dict:118,train_args_list:118,train_conf:133,train_config_dir:[116,118],train_data:114,train_data_dir:114,train_i:96,train_id:116,train_list:[2,91,114,134],train_loop:47,train_read:96,train_x:96,trainabl:[8,57,69],trainer:[2,4,29,34,35,36,37,39,47,55,56,65,66,71,73,75,96,105,114,118,123,125],trainer_config:[1,2,4,116,117,118,135],trainer_config_help:[2,105],trainer_count:[89,97,114,116,117,118,122,123,125],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[114,116,118,123],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerconfighelp:91,trainerid:[40,118],trainerintern:135,trainonebatch:36,tran:[83,105],transact:[33,37],transform:[8,9,15,21,75,83],transform_param_attr:9,transformed_st:9,translat:[8,9,47,89,133],translation_id:62,translation_scor:62,transpar:62,transpil:47,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:50,travi:104,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,69,113,118,129],trg_dic_siz:62,trg_embed:[62,102],trick:62,tricki:58,trigger:[40,66],trim:8,trivial:[62,84],true_block:[31,52,67],true_imag:70,true_label:70,true_neg:42,true_posit:42,true_read:70,truth:[7,8,21],tune:[6,110,111,122],tupl:[8,9,13,14,15,18,21,28,69,70],ture:8,turn:[8,21,69,70,101],tutori:[110,116,118,119,120,121,132,133],twice:[49,73],twine:78,two:[7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,57,60,62,65,67,70,71,74,75,76,77,79,80,81,84,85,106,107,112,116],txt:[2,32,41,45,55,56,105,108,114,116,119,135],type:[2,7,8,9,11,13,14,18,21,29,31,33,36,37,40,41,44,45,46,53,54,57,58,59,61,62,67,68,69,70,75,76,77,80,81,83,85,96,97,99,102,105,106,107,116,117,125,134,135],type_nam:81,typedef:[38,46,58,59,60,82],typeid:81,typenam:[48,81,82,106,107],typic:[7,71],ubuntu:[78,95,97,110],ubyt:70,uci:14,uci_h:97,ufldl:8,uid:117,uint16_t:46,uint32:[44,57],uint64:[57,58],uint64_t:58,unawar:38,unclear:40,under:[32,37,64,73,83,116],underli:62,understand:[20,47,69,110,131],understand_senti:102,undeterminist:112,unidirect:8,unifi:[43,51,80],uniform:[6,8,13,20,35,49,69,70],uniform_random:69,uninstal:86,uniqu:[29,31,33,40,41,60,69,79,116],unique_nam:69,unique_name_gener:69,unique_ptr:[76,79,82,105],unit:[8,9,21,32,65,77,82],unittest:[59,86,106],unk:[80,85,133],unknown:[8,21],unless:21,unlik:[8,62],unordered_map:79,unpack:84,unrol:61,unseen:77,unseg:8,unsign:[38,46],unstack:84,unstack_from:84,unsupervis:49,unsupport:106,until:[33,38,47,72,73,79,116,118],untrack:104,unzip:127,updat:[6,8,10,23,33,37,38,44,46,49,61,62,63,64,65,66,71,79,84,104,110,111,125],update_equ:[28,96],update_hook:6,update_memori:31,update_op:63,updatecallback:105,updatestack:116,upgrad:[64,86,95,132],upload:[33,41,44,78],upon:33,upper:8,upstream:[86,104],uri:116,url:[13,14],usag:[7,8,9,15,28,46,52,66,114,115,118],use:[6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,54,60,62,63,64,66,69,71,72,73,74,79,80,81,83,84,85,104,106,110,112,114,116,118,134],use_cpu:54,use_cudnn:54,use_eigen_bla:127,use_eigen_for_bla:[127,128],use_etcd:28,use_global_stat:8,use_gpu:[4,89,96,97,114,117,118,122,123,125,134,135],use_mkl_pack:55,use_mkldnn:[8,54,56],use_nesterov:23,use_old_updat:[36,122,123],use_peephol:21,use_sparse_remote_updat:36,used:[2,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,61,62,65,66,69,70,71,74,75,77,79,81,82,84,110,112,116],useful:[8,9,30,46,79,83],usegpu:105,user:[6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,54,60,62,63,64,65,69,70,71,72,73,74,75,76,77,79,81,82,83,84,110,116,131],user_id:118,user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:[35,104,127],uses:[8,33,40,46,60,61,62,66,71,82,83,116],using:[6,8,9,13,21,28,29,31,32,33,37,38,40,41,43,45,46,47,48,49,51,53,61,63,65,67,70,71,76,77,79,81,82,83,97,106,116,132],usr:[86,92,93,114,116,118,123],usrdict:133,usrmodel:133,usual:[8,28,41,60,67,77,82,110,112,116],util:[55,56,64,112,118,131],uuid:[34,40],v7a:127,v8a:127,valgrind:111,valid:[8,15,70,75,79,116],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,56,57,61,62,63,65,66,67,69,71,74,75,79,80,81,84,85,89,105,116,118,125,127,134,135],value1:123,value2:123,value_:80,value_evalu:7,value_rang:13,valueerror:[21,51,89],values_:84,vanilla:102,varabl:73,vardesc:[31,50,67,69,75,80],vardescbuild:31,vari:116,variabl:[10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,60,61,62,63,65,67,68,71,73,74,76,77,80,81,84,110,113,116,117],variablenamemap:106,varialbl:49,varianc:8,variant:[8,53,60,82,84],varibl:51,varienc:84,varient:84,variou:[31,46,77],varproto:81,vars_:[31,79],vartyp:[21,80,85],vartypeinfer:53,vec1:8,vec2:8,vec:[83,91],veclib:128,vector:[8,9,13,14,21,29,31,36,38,51,52,61,62,69,75,76,80,84,135],veloc:23,vendor:32,verb:14,verbos:45,veri:[8,11,32,37,43,47,48,49,62,66,70,73,77,79,82,84,110],verifi:31,version:[8,9,32,41,45,47,49,51,52,57,62,71,78,104,110,112,114,116,122,123,128],versu:29,vertic:8,vgg:[9,22],via:[33,104,116,131],view:[8,57,60],vim:93,virtual:[53,54,76,82],virtualenv:103,visibl:[40,79],visit:28,visual:[8,62],vlog:36,volum:[108,117,118],volumemount:[116,117,118],volumn:116,vutbr:14,wai:[7,9,29,38,40,43,47,54,62,65,69,70,74,77,84],wait:[33,38,72,118],wangkuiyi:32,want:[2,8,29,41,42,49,54,60,65,68,70,74,77,79,82,83,84,110],warn:[28,45,86,91,118],warp:8,warpctc:8,wast:64,watch:33,wbia:[116,134],weav:47,web:110,weight:[7,8,9,10,20,21,26,55,57,77,105,134],weight_act:9,weightlist:105,weights_:105,weights_t:105,welcom:32,well:[41,47,48,49,71,74,77,80,116],were:[7,32,47],west:116,wget:127,what:[6,8,32,47,49,62,69,71,73,81,83,104,110,131],wheel:95,when:[2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,62,64,65,66,67,69,71,73,75,82,84,110,112,116,131],whenev:69,where:[8,9,10,20,21,29,31,33,40,47,50,60,61,62,65,67,71,75,77,84,110,113],wherea:[31,37,48,52,82],whether:[7,8,13,15,21,28,30,31,43,70,80,84],which:[6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,57,60,61,62,63,64,66,67,68,69,70,71,72,73,74,75,76,79,80,81,83,84,96,110,111,116,131],while_loop:[62,84],whileloop:84,whileop:31,whl:[92,95],who:[48,50,64,69],whoever:38,whole:[2,7,13,49,52,58,59,61,64,68,81,116,131],whose:[8,13,21,30,33,40,61,75,76,81,84],why:[9,30,59,112],wide:[32,49,115,119],width:[7,8,13,15,36,58,70,91,105,106],wiki:[8,32,114],wikipedia:[8,14,114],wilder:2,window:[8,11,14,65,103],wirt:51,wise:[8,15,21,73,75],with_avx:[92,104,114,127,128],with_bia:81,with_c_api:[92,127,128,129],with_doc:92,with_doubl:[92,105,114],with_dso:92,with_golang:92,with_gpu:[92,103,104,114,127,128],with_mkl:[55,56,92],with_mkldnn:56,with_mklml:56,with_profil:112,with_python:[92,114,127,128],with_rdma:[114,127,128],with_style_check:[92,104],with_swig_pi:[92,127,128],with_test:[92,104,106],with_tim:[112,114],within:[8,37,47],without:[7,8,23,33,38,69,70,73,75,110],wloop:84,wmt14:102,wmt_shrinked_data:14,won:99,wonder:2,word2vec:[41,89,114,115],word:[2,7,8,14,50,53,61,62,73,75,81,84,89,99,101,135],word_dict:[99,114,119,135],word_dim:[91,99,135],word_id:[2,89],word_idx:14,word_vector_dim:[8,62,102,133],words_freq_sort:14,work:[8,13,21,29,31,32,33,43,46,47,54,63,65,69,71,93,99,104,108,110,116,117,118,131],worker:[73,85,116],workercount:116,workflow:[75,116],workspac:[114,115],worth:113,would:[28,31,32,33,40,47,48,49,50,63,65,66,69,70,71,72,73,80,84,110,116,131],wouldn:[47,50],wrap:[47,48,49,64,131],wrapper:[9,32,48,64,65,71,76,84,112],write:[13,21,29,33,40,46,47,48,51,53,63,65,69,70,71,73,75,76,82,84,91,116],write_lock:34,writer:[29,69],written:[21,25,31,43,49,57,65,75,76,80,110],wrong:70,wrote:[51,73],wsize:116,www:14,x64:129,x86:[127,128],x86_64:[127,128],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,86,93,105,119],xavier:20,xcode:128,xcodebuild:128,xgbe0:123,xgbe1:123,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,70,96,97,105],xx_layer:54,xxx:[29,84,134],xxxx:34,xxxxxxxxx:116,xxxxxxxxxx:116,xxxxxxxxxxxxx:116,xxxxxxxxxxxxxxxxxxx:116,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[96,97,113],yaml:[32,115,116,117,118,119,131],yancey1989:41,yann:14,yapf:104,year:47,yeild:28,yep:[110,111],yet:[47,131],yield:[2,13,29,35,70,89,96,99],yoshua:20,you:[2,6,8,9,13,28,30,41,46,79,110,116,131,134],your:[8,13,28,29,32,36,41,45,75,86,116,127,128,129,131],your_access_key_id:116,your_param_nam:91,your_repo:118,your_secrete_access_kei:116,your_source_root:59,yuang:47,yuyang18:[13,14],yuyang:[110,111],z_dim:49,z_size:49,zero:[6,8,9,10,13,14,18,30,33,49,62,66,69,80,116,123],zhang:20,zip:[14,69,118,127],zone:116,zoo:133,zxvf:116},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 <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Problem","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","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 <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","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","Background","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","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","&lt;no title&gt;","&lt;no title&gt;","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","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","&lt;no title&gt;","\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":118,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":133,"\u4e0b\u8f7d\u6570\u636e":117,"\u4e0d\u4f7f\u7528":58,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":58,"\u4e0d\u540c\u7684":90,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":58,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4e24\u79cd\u4f7f\u7528":90,"\u4e2d\u6587\u5b57\u5178":133,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":133,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":133,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":133,"\u4e3a\u4ec0\u4e48\u8981":103,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":112,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":112,"\u4ec5\u4ec5\u4f7f\u7528void":58,"\u4ecb\u7ecd":[133,134],"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4ece\u6e90\u7801\u7f16\u8bd1":92,"\u4ee3\u7801\u8981\u6c42":104,"\u4f18\u5316\u7b97\u6cd5":135,"\u4f7f\u7528":[104,117],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":114,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u4f7f\u7528\u6848\u4f8b":125,"\u4f7f\u7528\u6982\u8ff0":135,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":125,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":118,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":133,"\u4f7f\u7528\u8bf4\u660e":109,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":93,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":93,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":93,"\u4f7f\u7528docker\u6784\u5efa":108,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":115,"\u4f7f\u7528paddlepaddl":108,"\u4f7f\u7528pip\u5b89\u88c5":95,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":104,"\u4fee\u6539\u542f\u52a8\u811a\u672c":117,"\u4fee\u6539\u6587\u6863":108,"\u514b\u9686":104,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":59,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":112,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":105,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":115,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[127,128],"\u51c6\u5907\u6570\u636e\u96c6":114,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":118,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":114,"\u51c6\u5907openmpi\u96c6\u7fa4":119,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":89,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":89,"\u51fa\u73b0":90,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u5206\u652f\u89c4\u8303":78,"\u521b\u5efa\u672c\u5730\u5206\u652f":104,"\u521b\u5efajob":118,"\u521b\u5efapaddlepaddl":117,"\u5220\u9664\u672c\u5730\u5206\u652f":104,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":104,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":89,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":104,"\u5236\u4f5c\u955c\u50cf":118,"\u5236\u4f5cdocker\u955c\u50cf":117,"\u524d\u5411operator\u5355\u6d4b":106,"\u52a0\u8f7dpaddlepaddl":96,"\u52a0\u901f\u6267\u884c":34,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":89,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u52a8\u6001\u6269\u5bb9":34,"\u5355\u5143\u6d4b\u8bd5":123,"\u5355\u53cc\u5c42rnn":99,"\u5377\u79ef\u6a21\u578b":135,"\u539f\u56e0":58,"\u539f\u56e0\u5217\u8868":58,"\u53c2\u6570\u4fe1\u606f":134,"\u53c2\u6570\u5185\u5b58":89,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":123,"\u53c2\u6570\u6982\u8ff0":122,"\u53c2\u6570\u8bbe\u7f6e":91,"\u53c2\u6570\u8bfb\u53d6":134,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":44,"\u53c2\u8003\u8d44\u6599":112,"\u53cc\u5c42rnn":99,"\u53cc\u5c42rnn\u4ecb\u7ecd":101,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":101,"\u53cd\u5411operator\u5355\u6d4b":106,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":103,"\u53ef\u9009\u529f\u80fd":133,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":95,"\u540d\u8bcd\u89e3\u91ca":44,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":135,"\u5411\u91cf":123,"\u542f\u52a8\u4efb\u52a1":118,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":114,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":114,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":114,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[115,119],"\u5440":103,"\u547d\u4ee4\u884c\u53c2\u6570":135,"\u548c":98,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":125,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":114,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":93,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":119,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":107,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":133,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":127,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":127,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":96,"\u57fa\u672c\u539f\u7406":101,"\u57fa\u672c\u8981\u6c42":58,"\u5982\u4f55\u4e66\u5199\u6587\u6863":108,"\u5982\u4f55\u4f7f\u7528":90,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":91,"\u5982\u4f55\u5199\u65b0\u7684oper":106,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":89,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":91,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":91,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":89,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":91,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":89,"\u5982\u4f55\u66f4\u65b0www":108,"\u5982\u4f55\u6784\u5efa\u6587\u6863":108,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":91,"\u5982\u4f55\u8c03\u7528":89,"\u5982\u4f55\u8d21\u732e":108,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":104,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":112,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":91,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":99,"\u5b50\u5e8f\u5217\u95f4\u6709memori":99,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":91,"\u5b89\u88c5":[95,135],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":94,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":129,"\u5b89\u88c5\u6d41\u7a0b":94,"\u5b9a\u4e49operator\u7c7b":106,"\u5b9a\u4e49opkernel\u7c7b":106,"\u5b9a\u4e49protomaker\u7c7b":106,"\u5b9e\u73b0":58,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":106,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":105,"\u5b9e\u73b0\u65b9\u5f0f":59,"\u5b9e\u73b0\u8ba1\u7b97":107,"\u5b9e\u73b0c":[105,106],"\u5b9e\u73b0python\u5c01\u88c5":105,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":111,"\u5bfc\u51fac":58,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":125,"\u5c0f\u7ed3":2,"\u5de5\u5177":112,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":95,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":94,"\u5e76\u5b8c\u6210":104,"\u5efa\u7acb":104,"\u5f00\u53d1\u6807\u51c6":109,"\u5f00\u59cb\u5f00\u53d1":104,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":123,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":135,"\u5feb\u901f\u5b89\u88c5":97,"\u5feb\u901f\u5f00\u59cb":97,"\u6027\u80fd\u4f18\u5316":109,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":112,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":112,"\u6027\u80fd\u8c03\u4f18":123,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":135,"\u603b\u4f53\u6d41\u7a0b":103,"\u6216\u8005\u662f":86,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":92,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":86,"\u62a5importerror":86,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":58,"\u63a5\u53e3":134,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":89,"\u63a8\u5bfc\u65b9\u7a0b":105,"\u63a8\u6d4b\u6267\u884c":34,"\u63d0\u4ea4":104,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":104,"\u63d0\u4ea4\u955c\u50cf":117,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":96,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":98,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6570\u636e\u652f\u6301":123,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":135,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":133,"\u6574\u4f53\u65b9\u6848":118,"\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":126,"\u65b0\u624b\u5165\u95e8":97,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":87,"\u65f6\u5e8f\u6a21\u578b":135,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":99,"\u65f6\u95f4\u6b65":99,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":59,"\u672c\u5730\u6d4b\u8bd5":125,"\u672c\u5730\u8bad\u7ec3":125,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":89,"\u672f\u8bed":34,"\u6784\u5efa\u548c\u6d4b\u8bd5":104,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":127,"\u67b6\u6784\u56fe":44,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":111,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":117,"\u67e5\u770b\u8f93\u51fa":118,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":44,"\u6848\u4f8b\u4e00":125,"\u6848\u4f8b\u4e8c":125,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":115,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":115,"\u6982\u5ff5\u7b80\u4ecb":106,"\u6982\u5ff5\u89e3\u91ca":35,"\u6982\u8ff0":[98,101,114],"\u6a21\u5757":44,"\u6a21\u578b":134,"\u6a21\u578b\u4e0b\u8f7d":134,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":59,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":135,"\u6a21\u578b\u914d\u7f6e":[90,99,109],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":99,"\u6ce8\u518coper":106,"\u6ce8\u610f\u4e8b\u9879":[2,106],"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u6d4b\u8bd5":123,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":111,"\u7279\u5f81\u63d0\u53d6":134,"\u73af\u5883\u51c6\u5907":114,"\u751f\u6210\u5e8f\u5217":102,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":111,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":101,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":103,"\u7684\u533a\u522b":90,"\u7684\u53c2\u6570":90,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":90,"\u76ee\u5f55\u7ed3\u6784":59,"\u76ee\u6807":44,"\u76f4\u63a5\u6784\u5efa":108,"\u76f8\u5173\u6982\u5ff5":101,"\u77e9\u9635":123,"\u793a\u4f8b1":99,"\u793a\u4f8b2":99,"\u793a\u4f8b3":99,"\u793a\u4f8b4":99,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":89,"\u7a00\u758f\u8bad\u7ec3":125,"\u7b26\u53f7":58,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u7c7b":[58,105,106],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":96,"\u7ec6\u8282\u63cf\u8ff0":123,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":115,"\u7ed1\u5b9apython":106,"\u7f16\u5199yaml\u6587\u4ef6":117,"\u7f16\u8bd1":106,"\u7f16\u8bd1\u4f9d\u8d56":92,"\u7f16\u8bd1\u548c\u5b89\u88c5":[127,128,129],"\u7f16\u8bd1\u548c\u6267\u884c":106,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":86,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":86,"\u7f16\u8bd1\u65b9\u6cd5":92,"\u7f16\u8bd1\u6d41\u7a0b":94,"\u7f16\u8bd1\u9009\u9879":[59,92],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":92,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":92,"\u7f16\u8bd1paddlepaddl":127,"\u7f29\u5bb9":34,"\u7f51\u7edc\u53ef\u89c6\u5316":134,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u80cc\u666f":58,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":123,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":93,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u89c2\u6d4b\u8bcd\u5411\u91cf":133,"\u8bad\u7ec3":123,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":89,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8bad\u7ec3\u6a21\u578b":[96,135],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":101,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":89,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":124,"\u8bcd\u5411\u91cf\u6a21\u578b":135,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":133,"\u8bcd\u6c47\u8868":99,"\u8be6\u7ec6\u6559\u7a0b":112,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":99,"\u8f6c\u6362\u5e93":35,"\u8f93\u5165":101,"\u8f93\u5165\u4e0d\u7b49\u957f":99,"\u8f93\u5165\u793a\u4f8b":101,"\u8f93\u51fa":101,"\u8f93\u51fa\u65e5\u5fd7":135,"\u8fd0\u884c\u5bb9\u5668":117,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":95,"\u8fd0\u884cdocker":86,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":58,"\u8fdb\u884c\u8bad\u7ec3":[35,117],"\u8fdb\u9636\u6307\u5357":109,"\u901a\u7528":123,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":135,"\u9047\u5230":86,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":135,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[127,128,129],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":102,"\u914d\u7f6e\u7f51\u7edc":96,"\u94a9\u5b50":104,"\u9519\u8bef\u600e\u4e48\u529e":90,"\u9644\u5f55":135,"\u968f\u673a\u6570":123,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":87,"\u96c6\u7fa4\u8bad\u7ec3":125,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":87,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":103,"\u975e\u6cd5\u6307\u4ee4":86,"\u9884\u6d4b":[134,135],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[64,71,72,73,74,131],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":127,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":99,"api\u5e93":127,"beam_search\u7684\u751f\u6210":99,"book\u4e2d\u6240\u6709\u7ae0\u8282":78,"book\u6559\u7a0b":93,"class":[49,66,69],"cmake\u6e90\u7801\u7f16\u8bd1":86,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":44,"final":54,"float":89,"function":[32,48,49,69],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":125,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":112,"gpu\u955c\u50cf\u51fa\u73b0":86,"group\u6559\u7a0b":101,"import":86,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":128,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":118,"kubernetes\u5355\u673a\u8bad\u7ec3":117,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":82,"org\u5de5\u5177":108,"paddle\u52a8\u6001\u5e93\u4e2d":58,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":58,"paddle\u7248\u672c\u53f7\u4e3a0":86,"paddlepaddle\u53d1\u884c\u89c4\u8303":78,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":78,"paddlepaddle\u73af\u5883\u4f9d\u8d56":95,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":92,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":129,"pod\u95f4\u901a\u4fe1":118,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":111,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":111,"python\u63a5\u53e3":134,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":86,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":135,"return":70,"rnn\u76f8\u5173\u6a21\u578b":100,"rnn\u914d\u7f6e":102,"switch":82,"tensor\u4f7f\u7528\u6837\u4f8b":107,"tensor\u5230eigentensor\u7684\u8f6c\u6362":107,"tensor\u6a21\u5757":107,AWS:116,Abs:5,DNS:116,EFS:116,For:32,KMS:116,The:[31,38,43,47,49,50,52,53,60,63,66,75,76],Use:[31,67],Using:[32,38],With:41,about:49,absolut:62,access:116,account:116,accuraci:21,action:[55,56],activ:[5,8,56],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:116,address:116,addto:8,advanc:82,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,61,68,71],all:[79,84],analysi:71,anneal:91,api:[0,3,55,56,59,63,65,69,77,81],appendix:131,applic:3,arbitrari:47,architectur:71,argument:[45,70],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:116,assign:21,associ:[79,116],assumpt:131,async:123,attent:102,attribut:[6,77],auc:7,auto:30,averag:65,avg:11,aws:116,backgraound:30,background:[55,73,74,82,83,84,85],backward:[47,50,75],base:[41,62,73],basepool:11,basic:[82,131],batch:70,batch_norm:[8,21],batch_siz:70,beam:62,beam_search:8,beam_search_decod:21,becaus:91,benchmark:[55,56],benefit:[73,75],between:[29,69,75,81,82],bidirectional_gru:9,bidirectional_lstm:9,big:91,bilinear_interp:8,binari:31,bla:92,block:[31,49,50,67,69,75],block_expand:8,blockdesc:67,bootstrap:131,bottleneck:110,brelu:5,bring:131,bucket:116,build:[49,75],cach:2,can:79,capi:59,capi_priv:59,cast:21,challeng:[68,73],chang:62,check:[8,30],checker:30,checkpoint:[33,34,40],choic:54,choos:[32,116],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,clone:104,close:30,cloudform:116,cluster:[39,116,131],cmake:[32,55,56],code:[41,69,110,113],column_sum:7,commit:104,compar:131,comparis:69,compat:47,compil:[31,46,47,67,75,113],complet:47,compos:70,comput:[31,50,75,77],con:131,concat:[8,21],concept:[69,75,116],concern:56,conclus:[40,51,131],condit:49,config:3,configur:[27,116],conll05:14,connect:8,constantiniti:20,construct:50,content:[2,55,56,59,86,87,89,90,91,98,112,116],context_project:8,control:75,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,71,73],core:[30,69,116],cos_sim:[8,21],cost:8,cpu:72,creat:[70,74,75,79,116],create_arrai:21,creation:[37,65,77],creator:70,credenti:116,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:[46,86,92],cudnn:92,cudnnavg:11,cudnnmax:11,current:[46,76],custom:70,data:[8,12,13,21,33,70,71,116],datafeed:[13,17],dataprovid:[3,123],dataset:[12,14,33,37],datatyp:[13,60],decayedadagrad:10,decayedadagradoptim:23,decod:62,decor:70,deep:[31,47],defin:116,definit:85,delet:116,demo:[49,116],dens:40,depend:49,deploi:41,describ:[47,63],descript:[45,75],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,55,56,57,60,61,62,63,64,66,67,69,70,71,72,73,74,75,76,79,80,82,84],destroi:[79,116],detail:36,detect:[7,8],detection_map:7,detection_output:8,develop:75,devic:82,devicecontext:82,dictionari:70,differ:[75,82],directori:116,discrimin:49,discuss:[49,73],dispatch:[33,37],distribut:[29,33,36,41,71,116],dnn:56,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,55,56,57,60,64,66,67,69,70,71,72,73,74,75,76,80,82],docker:[41,103],doe:70,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:116,download:116,driver:86,drop_out:90,dropout:[8,21],duplic:90,dure:[62,70],dylib:59,dynam:[33,84],dynamic_lstm:21,dynet:51,ec2:116,eigen:107,elast:116,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21],engin:49,enough:30,entri:70,environ:41,eos:8,eval:71,evalu:[7,18,42],event:[28,29],evolut:47,examin:110,exampl:[29,32,52,59,74],except:89,execut:[31,47,67,72,75],executor:[19,43],exp:5,expand:[8,98],expandlevel:8,explain:30,extern:116,factor:8,factorization_machin:8,faq:88,fault:33,file:[31,110,116],fill_const:21,fill_constant_batch_size_lik:21,find:116,first_seq:[8,98],float16:46,fluid:[16,47,64,113],fork:104,format:[31,33,57],forward:50,frame:31,framework:[30,107],from:[29,40,81],full_matrix_project:8,fulli:8,functor:82,futur:47,gan:49,gate:102,gated_unit:8,gener:[49,62,110,131],get_output:8,give:70,global:[67,69],gpu:123,gradient:[30,38,56,76],gradient_print:7,graident:30,graph:[50,51,73,75,77],group:[8,116],gru:[9,123],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,58],happen:40,hardwar:46,helper:69,hierarchi:31,high:[63,65,77,81],how:[30,36,65,70,75,82],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:116,ident:5,identifi:110,identity_project:8,ifels:52,ifelseop:31,illeg:86,imag:[8,9,15,41],imagenet:134,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,57,61,64,65,69,70,72,75,76,77],increment:21,infer:[28,89],infershap:[67,80],infervartyp:53,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,116],input_typ:2,insid:79,inspect:116,instal:[116,131],instanc:116,instead:70,instruct:86,insuffici:86,integr:[82,116],intel:[55,56],interact:81,interfac:[12,13,15,30,33,38,39,43,63,70,74,79],intermedi:75,interpol:8,introduc:[62,84],introduct:77,isn:70,issu:[46,104],job:[33,41,116,117],join:8,kei:[55,60,116],kernel:[60,75],kmax_sequence_scor:8,kube:116,kubectl:116,kubernet:[41,116,117],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:[8,98],layer:[8,21,29,48,55,56,69,90],layout:60,learn:[31,47,91],learnabl:8,less_than:21,leval:81,level:[63,65,77,81],libpaddle_capi_shar:59,libpaddle_capi_whol:59,librari:[38,46,60,75,82],limit:71,linear:5,linear_chain_crf:21,linear_comb:8,list:[34,70],local:[71,74,79,116],lod:62,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[61,62,84],lodtensordesc:85,log:5,logic:37,look:110,low:[65,77,81],lstm:[9,123],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,62],macro:75,main:49,manag:32,map:[70,75],master:[33,37,41],math:[8,82],mathemat:30,matrix:56,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,61,82,90,99,101],merge_lod_tensor:21,messag:[81,91],method:62,might:49,migrat:75,mileston:75,mini:70,minibatch:13,misc:8,mix:8,mkl:[55,56],mnist:14,mobil:130,model:[3,27,29,36,38,40,47,49,57,62,102,134],modul:[75,82,86],momentum:10,momentumoptim:23,more:49,motiv:[43,57,64,68],movielen:14,msrainiti:20,mul:21,multi:72,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:70,multiplex:8,mxnet:51,name:[79,86,90,116],nccl:64,nce:8,necess:69,necessari:75,need:70,nest:61,net:22,network:[9,75,102],neural:102,nlp:[9,123],norm:[8,77],normaliniti:20,note:30,numer:30,numpi:30,nvprof:112,nvvp:112,object:33,offset:62,ones:21,onli:[70,79],op_mak:75,oper:[48,52,60,65,67,69,73,75,76,80,84],opinfomap:75,opkernel:[75,82],opproto:81,ops:77,optim:[10,23,33,38,50,63,69],option:45,opwithkernel:75,order:45,org:108,origin:75,orthogon:79,other:56,out_prod:8,output:[8,116],overview:[40,43,55,56,75,79,113],pack:[55,62],packag:32,pad:8,paddl:[36,64,70,79,86,90,107],paddlejob:41,paddlepaddl:[29,31,47,55,56,65,67,71,77,78,86,108,113,116,126],pair:116,paradigm:47,parallel_nn:125,paramattr:24,paramet:[6,8,28,29,33,38,39,41,56,65,66,69,73,77,116],parameteraverageoptim:65,parent:79,part:50,partit:38,path:[40,45],penalti:77,perform:[65,110,123],persist:37,pfsclient:[44,45],pfsserver:44,place:[60,82],placement:71,platform:86,pnpair:7,point:[55,89,116],pool2d:21,pool:[8,11,98],pose:[53,76],potenti:54,power:8,pre:104,precision_recal:7,prefetch:70,prelu:8,prepar:116,print:7,privat:116,pro:131,problem:[42,53,54,60,63,76,83],procedur:131,process:[33,38,41,63,75],profil:[25,110],program:[31,47,67,69,72],programdesc:67,project:32,propos:[53,76,77],protobuf:80,protocol:91,provid:[2,70],prune:68,pserver:40,pull:104,push:104,python:[30,41,55,56,61,63,65,69,70,71,77,81,85,110],qualiti:75,queue:[33,37],rank:7,rank_cost:8,raspberri:129,rate:91,reader:[12,13,29,70],realiz:75,recoveri:33,recurr:[8,9,90,101,102],recurrent_group:8,reduce_sum:21,ref:30,refactor:75,refer:[2,55,56,71,73],region:116,regist:[53,75,81],registr:[75,76],registri:75,regular:[26,38,77],reject:91,rel:62,relat:[75,84],relu:5,remot:[39,74],render:116,repeat:8,represent:[31,75],request:104,requir:[32,49],reshap:[8,21],resiz:8,resnet:134,retri:37,reus:69,rmsprop:10,rnn:[61,84,99,123],rnnop:[31,61,75],roi_pool:8,rotat:8,route53:116,row:80,row_conv:8,row_l2_norm:8,run:[43,113],runtim:[41,71],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,61,75,79],search:62,secur:116,select:[38,80],selectedrow:80,selective_fc:8,sentiment:14,separ:75,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[62,102],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,server:[33,37,38,41,73,116],servic:116,session:[71,74],setup:116,sextant:131,sgd:123,sgdoptim:23,shape:62,share:[29,79],should:79,shrink_memori:21,shuffl:70,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:62,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:70,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,55,60,68,76,83],sourc:113,spars:[38,39,40,80],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,stanh:5,start:[29,116],statement:42,step:61,storag:77,store:33,sub_nested_seq:8,subcommond:45,submit:41,suffici:70,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:57,support:[46,64,82,84,86],survei:[46,51,77,131],synopsi:45,system:[47,116],tabl:59,table_project:8,tanh:5,task:[33,37],tear:116,tecton:131,templat:116,tensor:[8,75,82,107],tensorarrai:[62,84],tensordesc:85,tensorflow:51,test:[55,56],text_conv_pool:9,theori:30,thi:[79,86],think:49,three:84,time:113,timelin:40,todo:[34,35,72],togeth:79,toler:33,too:91,tool:[32,131],topic:82,topk:21,toward:47,train:[28,29,33,36,39,41,63,70,71,116],trainer:[28,33,38,40,41,116],tran:8,trans_full_matrix_project:8,translat:62,transpil:[64,72],transpos:21,tune:123,ture:47,two:30,type:60,uci_h:14,uniform:84,uniforminiti:20,unit:[55,56],unpack:62,updat:[29,39,40,116],usag:[61,62,70],use:[36,70],user:33,util:7,value_print:7,vardesc:85,variabl:[69,75,79,85],verifi:116,version:[46,86],vgg_16_network:9,volum:116,vpc:116,warp_ctc:8,weightdecayregular:26,what:[36,40],wheel:86,when:[40,79],whl:86,why:[46,47,65,70,75,84],wmt14:14,xavieriniti:20,zero:21,zoo:134}})
\ 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/kernel_hint_design","design/mkl/mkl_packed","design/mkl/mkldnn","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","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/multi_cpu","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/switch_kernel","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/cluster/fabric_cn","howto/usage/cluster/k8s_aws_cn","howto/usage/cluster/k8s_cn","howto/usage/cluster/k8s_distributed_cn","howto/usage/cluster/openmpi_cn","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","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/kernel_hint_design.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.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/multi_cpu.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/switch_kernel.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/cluster/fabric_cn.md","howto/usage/cluster/k8s_aws_cn.md","howto/usage/cluster/k8s_cn.md","howto/usage/cluster/k8s_distributed_cn.md","howto/usage/cluster/openmpi_cn.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","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":134,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":112,"03m":112,"0424m":112,"0473v3":9,"04\u4ee5\u4e0a":95,"04\u4ee5\u53camaco":97,"055ee37d":116,"0630u":112,"06u":112,"0810u":112,"08823112e":4,"0957m":112,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":123,"0\u5c42\u5e8f\u5217":98,"0_cudnn5":92,"0_cudnn5_avx_mkl":95,"0_cudnn7_avx_mkl":95,"0ab":8,"0rc1":78,"0rc2":78,"0x10f256d50":51,"0x7ffe4de00110":51,"100gi":116,"100m":89,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":134,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":134,"101\u5c42\u7f51\u7edc\u6a21\u578b":134,"10g":41,"1150u":112,"11\u5b9e\u73b0\u4e86c":59,"11e6":117,"12194102e":4,"124n":112,"128\u7ef4\u548c256\u7ef4":133,"12\u4ee5\u4e0a":95,"12\u64cd\u4f5c\u7cfb\u7edf":86,"13m":117,"1490u":112,"14\u7248\u672c\u4ee5\u4e0a\u7684":129,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":125,"152\u5c42\u7f51\u7edc\u6a21\u578b":134,"15501715e":4,"1550u":112,"15\u884c":99,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":91,"16u":112,"173m":134,"173n":112,"1770u":112,"18ad":116,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":117,"197u":112,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":92,"1\u7684\u5c42\u4e4b\u5916":125,"1\u7a00\u758f\u6570\u636e":105,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":125,"1st":21,"210u":112,"211839e770f7b538e2d8":9,"215n":112,"228u":112,"234m":134,"2520u":112,"25639710e":4,"25k":135,"2680u":112,"26\u884c":99,"27787406e":4,"279n":112,"27m":112,"285m":112,"2863m":112,"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":112,"2977m":112,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":91,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":118,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":125,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":118,"2cbf7385":116,"302n":112,"30u":112,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":133,"32777140e":4,"328n":112,"32\u7ef4":133,"32u":112,"32x32":14,"331n":112,"3320u":112,"36540484e":4,"365e":116,"36u":112,"3710m":112,"3768m":112,"387u":112,"38u":112,"3920u":112,"39u":112,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":95,"3\u53f7gpu":89,"4035m":112,"4090u":112,"4096mb":123,"4279m":112,"43630644e":4,"43u":112,"448a5b355b84":117,"4560u":112,"4563m":112,"45u":112,"4650u":112,"4726m":112,"473m":117,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":91,"4gb":123,"500m":89,"50\u5c42":134,"50\u5c42\u7f51\u7edc\u6a21\u578b":134,"50bd":116,"50gi":116,"51111044e":4,"514u":112,"525n":112,"526u":112,"53018653e":4,"536u":112,"5460u":112,"5470u":112,"54u":112,"5690m":112,"573u":112,"578n":112,"5798m":112,"586u":112,"58s":117,"5969m":112,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":133,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":95,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":95,"5_cudnn5_avx_mkl":95,"6080u":112,"6140u":112,"6305m":112,"639u":112,"64\u5e73\u53f0\u4e3a\u4f8b":127,"64\u7ef4":133,"64m":57,"655u":112,"6780u":112,"6810u":112,"682u":112,"6970u":112,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":112,"6\u4ee5\u4e0a":[95,97],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":95,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":133,"6ce9":116,"704u":112,"70634608e":4,"7090u":112,"72296313e":4,"72u":112,"73u":112,"75u":112,"760u":112,"767u":112,"783n":112,"784u":112,"78m":112,"7\u4ee5\u4e0a":127,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":95,"7\u4ee5\u4e0b":127,"7\u548cpip":86,"7\u7248\u672c\u5f00\u59cb":127,"7\u7cfb\u5217":95,"7eamaa":14,"7kb":117,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":108,"8250u":112,"8300u":112,"830n":112,"849m":112,"85625684e":4,"861u":112,"8661m":112,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":133,"877\u884c":133,"892m":112,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":91,"901n":112,"90u":112,"918u":112,"9247m":112,"924n":112,"9261m":112,"93137714e":4,"9330m":112,"94u":112,"9530m":112,"96644767e":4,"983m":112,"988u":112,"997u":112,"99982715e":4,"99m":134,"99u":112,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":128,"9f18":117,"\u4e00":99,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":106,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":117,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":101,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":101,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":101,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":101,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":129,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":89,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":112,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":98,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":98,"\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":105,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":105,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":105,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":106,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":91,"\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":123,"\u4e00\u4e2alabel":99,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":102,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":135,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u4eba":99,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":101,"\u4e00\u53f0\u7535\u8111":103,"\u4e00\u65e9":99,"\u4e00\u662fbatch":89,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":103,"\u4e00\u6b21\u6027\u676f\u5b50":99,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[98,99],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":78,"\u4e00\u822c\u4ece":104,"\u4e00\u822c\u5728paddlepaddle\u4e2d":99,"\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":91,"\u4e00\u822c\u6765\u8bf4":102,"\u4e00\u822c\u7531mkl":56,"\u4e00\u822c\u8868\u793a":99,"\u4e00\u822c\u8bbe\u7f6e":91,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":135,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,96],"\u4e0a":104,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":129,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":78,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":114,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":99,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":118,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0a\u7f16\u8bd1\u5f88\u6162":103,"\u4e0a\u7f51":99,"\u4e0a\u8fd0\u884c":127,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":91,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":93,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":103,"\u4e0a\u8ff0\u7684":90,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":112,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":106,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":106,"\u4e0b":[106,108],"\u4e0b\u540c":91,"\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":112,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":134,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":105,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":101,"\u4e0b\u6587\u4f7f\u7528":118,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":117,"\u4e0b\u6b21":99,"\u4e0b\u7684":118,"\u4e0b\u8868\u5c55\u793a\u4e86batch":134,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":117,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":93,"\u4e0b\u8f7dgpu\u7248\u672c\u7684docker\u955c\u50cf":93,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":112,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":106,"\u4e0b\u9762\u4ee5":114,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":106,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":107,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":59,"\u4e0b\u9762\u5217\u51fa\u4e86":102,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":105,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":118,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":117,"\u4e0b\u9762\u662f":106,"\u4e0b\u9762\u662f\u5bf9":106,"\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":91,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":105,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":134,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":134,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":106,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":105,"\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":96,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":98,"\u4e0d":99,"\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":103,"\u4e0d\u4f1a\u518d\u4ece":89,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":103,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":58,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":105,"\u4e0d\u4f7f\u7528c":58,"\u4e0d\u4f7f\u7528swig":58,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":106,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":106,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":106,"\u4e0d\u540c":56,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":90,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":106,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":123,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":134,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":102,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":58,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":89,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":118,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,96],"\u4e0d\u540c\u8bbe\u5907":106,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":58,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":101,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":101,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":99,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":107,"\u4e0d\u5728":59,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5c11":99,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":58,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":101,"\u4e0d\u6307\u5b9a\u65f6":101,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,96],"\u4e0d\u662f\u771f\u6b63\u7684layer":90,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":90,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":58,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":104,"\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":106,"\u4e0d\u80fd\u592a\u968f\u610f":104,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":104,"\u4e0d\u8fc7":99,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":103,"\u4e0d\u8fdc":99,"\u4e0d\u9519":99,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":103,"\u4e0d\u9700\u8981\u8bbe\u7f6e":127,"\u4e0e":[56,106,111,118,133],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":56,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":78,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":99,"\u4e0e\u53ef\u80fd\u6709\u7684":78,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":114,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":111,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":91,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":115,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":118,"\u4e0e\u8c03\u4f18":111,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":89,"\u4e0ebatch":55,"\u4e0ejob":118,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":106,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":106,"\u4e0epython\u4e0d\u540c":111,"\u4e14":99,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":104,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":111,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,96],"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":99,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":59,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":58,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":58,"\u4e24":99,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":108,"\u4e24\u4e2a\u5d4c\u5957\u7684":101,"\u4e24\u4e2a\u64cd\u4f5c":112,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":99,"\u4e24\u4e2a\u90e8\u5206":108,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":89,"\u4e24\u79cd\u7c7b\u522b":135,"\u4e24\u79cdblas\u5e93":92,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":89,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":78,"\u4e2a":135,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":89,"\u4e2a\u6027\u5316\u63a8\u8350":78,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":123,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":123,"\u4e2d":[55,56,58,59,89,105,106,107,111,118,135],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":104,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":133,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":114,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":56,"\u4e2d\u4f20\u5165\u53c2\u6570":114,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":114,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":89,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":99,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":129,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":135,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":127,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":127,"\u4e2d\u5305\u542bc":[127,129],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":104,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":104,"\u4e2d\u5b8c\u5168\u4e00\u81f4":58,"\u4e2d\u5b9a\u4e49":102,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":101,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":56,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":59,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":55,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":134,"\u4e2d\u5f15\u5165\u7684":55,"\u4e2d\u6307\u5b9a":123,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":125,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":134,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":56,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":107,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":134,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":92,"\u4e2d\u6587\u6587\u6863":108,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":108,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":99,"\u4e2d\u6839\u636e":55,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":89,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":118,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":123,"\u4e2d\u6dfb\u52a0":55,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":56,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":106,"\u4e2d\u7684":[107,134],"\u4e2d\u7684\u4e00\u884c":[2,104],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":114,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":104,"\u4e2d\u7684\u6570\u636e":134,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":134,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":78,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":118,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":115,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":105,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":106,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":89,"\u4e3a":[2,55,56,102,106,127,128,129],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":106,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":104,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":105,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":93,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":105,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":56,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":103,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":101,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":104,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":59,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":56,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":55,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":111,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":127,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":112,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[127,128],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":56,"\u4e3a\u4ec0\u4e48\u7528":103,"\u4e3a\u4f8b":[90,106,135],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":106,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":135,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":91,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":93,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":112,"\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":133,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":115,"\u4e3a\u6b64":117,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":106,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":105,"\u4e3aconst\u51fd\u6570":106,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":105,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":123,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":56,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":56,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":96,"\u4e3b\u8981\u539f\u56e0":99,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":89,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":106,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":135,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":56,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":91,"\u4e3e\u4f8b":89,"\u4e3e\u4f8b\u8bf4\u660e":99,"\u4e4b\u524d":104,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":135,"\u4e4b\u540e":[96,105],"\u4e4b\u540e\u4f7f\u7528":105,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":105,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":108,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":105,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":92,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":59,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":103,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":101,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":105,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":111,"\u4e58\u9664\u7b49\u65f6\u5019":89,"\u4e5f":99,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":101,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":59,"\u4e5f\u4e0d\u751f\u6210":59,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":90,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":103,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":104,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":108,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":101,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":114,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":108,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":112,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":118,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":135,"\u4e5f\u53ef\u5199\u6210":106,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":128,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":127,"\u4e5f\u5c31\u662f":104,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":135,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":103,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":104,"\u4e5f\u5c31\u662f\u8bf4":[123,125,133],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":56,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":118,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":112,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":99,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":101,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":86,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":135,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":58,"\u4e7e":99,"\u4e86":[99,103],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":111,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":112,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":102,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":102,"\u4e8c\u7ef4\u77e9\u9635":134,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":99,"\u4e8c\u8fdb\u5236":133,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":111,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":111,"\u4e94\u661f\u7ea7":99,"\u4ea4\u4e92\u7684\u65b9\u6cd5":111,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":127,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":127,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":127,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":128,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":128,"\u4ea4\u53c9\u7f16\u8bd1raspberri":129,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":127,"\u4ea4\u901a":99,"\u4ea4\u901a\u4fbf\u5229":99,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[127,128],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":93,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec0\u4e48\u662f":103,"\u4ec5\u4ec5\u4f7f\u7528":58,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":56,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":105,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":105,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":118,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":127,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":114,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":135,"\u4ece":[78,87,112],"\u4ece0\u5230num":123,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":114,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":101,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":112,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":91,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":99,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":135,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":128,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":127,"\u4ece\u6e90\u7801\u7f16\u8bd1":94,"\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":105,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":87,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":135,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":55,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":101,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":114,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":99,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":133,"\u4ececmake":127,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ecestart":123,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":104,"\u4ed4\u7ec6\u89c2\u5bdf":134,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":59,"\u4ed6\u4eec\u5206\u522b\u662f":99,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":103,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":99,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":134,"\u4ed6\u662f\u5c06":59,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":58,"\u4ee3\u66ff":118,"\u4ee3\u7801\u4e2d9":99,"\u4ee3\u7801\u53c2\u8003":114,"\u4ee3\u7801\u5982\u4e0b":[89,90,91,102],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":104,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":58,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":111,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":106,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":118,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":56,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5":90,"\u4ee5\u4e0a":[104,127],"\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":102,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":103,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":93,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":119,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":104,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":135,"\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":133,"\u4ee5\u4e0b\u7b80\u79f0rnn":55,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":93,"\u4ee5\u4f7f\u7528":127,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":91,"\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":114,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":105,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":105,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":103,"\u4ee5\u53ca":[55,103,105],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":102,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":103,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":98,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":129,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":106,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":101,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":105,"\u4ee5\u53caandroid":127,"\u4ee5\u53caandroid\u6240\u9700":127,"\u4ee5\u53cagcc":92,"\u4ee5\u53canumpi":35,"\u4ee5\u53carelu":105,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":127,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":128,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":56,"\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":[127,128,129],"\u4ee5\u793a\u533a\u5206":[55,56],"\u4ee5\u8f93\u51fa":89,"\u4ee5\u9017\u53f7":133,"\u4ee5\u9017\u53f7\u95f4\u9694":123,"\u4ee5eigentensor\u4e3a\u4f8b":107,"\u4ee5embedding\u5c42\u4e3a\u4f8b":91,"\u4ee5lstm\u4e3a\u4f8b":90,"\u4ef7\u683c":99,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":115,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":114,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":99,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":55,"\u4f18\u5316\u540e":55,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":105,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":111,"\u4f1a\u4ee5":[55,56],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":55,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":56,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":118,"\u4f1a\u5171\u4eab\u53c2\u6570":91,"\u4f1a\u5173\u8054\u53c2\u6570":90,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":114,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":123,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":99,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":118,"\u4f1a\u5728":[56,108],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":108,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":56,"\u4f1a\u5927\u4e0d\u76f8\u540c":114,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":89,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":101,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":58,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":101,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":89,"\u4f1a\u5f15\u5165":56,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":101,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":111,"\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":114,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":56,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":89,"\u4f1a\u62a5\u9519":101,"\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\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":111,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":58,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":105,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":56,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":104,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":92,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":56,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":118,"\u4f1a\u88ab":114,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":101,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":104,"\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":91,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":123,"\u4f46":59,"\u4f46\u4e0d\u66b4\u9732":59,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":105,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":123,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":99,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":99,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":101,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":92,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":78,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":99,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":89,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":78,"\u4f46\u662f":[89,99],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":59,"\u4f46\u662f\u5728mkl":56,"\u4f46\u662f\u5728paddlepaddle\u4e2d":56,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":122,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":99,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":114,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":104,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":56,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":125,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":56,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":89,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":103,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":58,"\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":111,"\u4f46\u662fbatch":89,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,96],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,96],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":95,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":106,"\u4f46eigen":107,"\u4f4d\u7f6e":99,"\u4f4f":99,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":99,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":102,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":106,"\u4f5c\u4e3a\u53c2\u6570\u7684id":91,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":101,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":58,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":92,"\u4f5c\u4e3a\u8f93\u51fa":102,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":99,"\u4f5c\u7528":98,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":134,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":135,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":133,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":134,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":135,"\u4f60\u53ef\u4ee5\u4f7f\u7528":134,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":125,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":134,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":134,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":133,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":134,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":134,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":108,"\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":105,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":125,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":105,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":105,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":135,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":86,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":105,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":114,"\u4f7f\u7528":[56,59,78,89,90,91,99,101,102,105,111,112,123,127,135],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":125,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":125,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":134,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":125,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":125,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":105,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":89,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":117,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":108,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":91,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":96,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":133,"\u4f7f\u7528\u52a8\u6001\u5e93":58,"\u4f7f\u7528\u53c2\u6570":[92,114],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":127,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":89,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":89,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":133,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":102,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":111,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":118,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":117,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":106,"\u4f7f\u7528\u6587\u6863":106,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":89,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":59,"\u4f7f\u7528\u6848\u4f8b":124,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":114,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":59,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":123,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":101,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":134,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":123,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":123,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":91,"\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":99,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":105,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":58,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":133,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":59,"\u4f7f\u7528c99\u505a\u63a5\u53e3":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":58,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":123,"\u4f7f\u7528cmake\u7684\u8bdd":111,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":125,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":125,"\u4f7f\u7528docker":93,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":93,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":94,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":103,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":108,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":92,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":127,"\u4f7f\u7528init":125,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":99,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":99,"\u4f7f\u7528model":125,"\u4f7f\u7528openblas\u7684\u955c\u50cf":93,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":127,"\u4f7f\u7528paddlepaddl":135,"\u4f7f\u7528pip\u5b89\u88c5":94,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":123,"\u4f7f\u7528regress":78,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":58,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":58,"\u4f7f\u7528void":58,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":91,"\u4f86":99,"\u4f8b\u5982":[2,35,58,59,78,89,90,92,96,99,102,105,112,118,122,123,125,134,135],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":111,"\u4f8b\u5982\u4f7f\u7528":89,"\u4f8b\u5982\u5728deepspeech2":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":58,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":58,"\u4f8b\u5982\u5bf9\u4e8epython":58,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":99,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":99,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":99,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":89,"\u4f8b\u5982c":58,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":58,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":118,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":58,"\u4f8b\u5982python\u7684":58,"\u4f8b\u5982rnn":55,"\u4f8b\u5982sigmoid":105,"\u4f8b\u5982sigmoid\u53d8\u6362":135,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":114,"\u4f8b\u5b50\u4e2d\u662f":105,"\u4f8b\u5b50\u4e2d\u662f0":105,"\u4f8b\u5b50\u4e2d\u662f100":105,"\u4f8b\u5b50\u4e2d\u662f4096":105,"\u4f8b\u5b50\u4e2d\u662f8192":105,"\u4f8b\u5b50\u4e2d\u662ffc":105,"\u4f8b\u5b50\u4e2d\u662fsoftmax":105,"\u4f9bpaddlepaddle\u52a0\u8f7d":123,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":106,"\u4f9d\u6b21\u7c7b\u63a8":78,"\u4f9d\u8d56":[92,95],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":93,"\u4f9d\u8d56libpython2":92,"\u4fbf\u5229":99,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":99,"\u4fbf\u5b9c":99,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":58,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":123,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":91,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":123,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":123,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":134,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":104,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":115,"\u4fee\u590d\u6240\u6709bug\u540e":78,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":78,"\u4fee\u590dubuntu":78,"\u4fee\u6539":[56,78,117],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":117,"\u4fee\u6539\u6210":78,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":112,"\u4fee\u6539\u6587\u6863":109,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[99,104],"\u503c\u5f97\u6df1\u5165\u5206\u6790":112,"\u503c\u7c7b\u578b":125,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":91,"\u5047\u8bbe":105,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":93,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":105,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":89,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":133,"\u504f\u7f6e\u53c2\u6570":134,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":105,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":107,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":78,"\u505a\u63a5\u53e3":58,"\u505a\u68af\u5ea6\u68c0\u6d4b":106,"\u505a\u68c0\u67e5":106,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":123,"\u505c\u7535":99,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":111,"\u5143\u7d20":98,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":98,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":56,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":111,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":55,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":59,"\u5148\u627e\u51fa\u53c2\u6570":90,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":86,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":111,"\u5148\u8c03\u7528initializer\u51fd\u6570":135,"\u514b\u9686\u4e0b\u9762":129,"\u5168\u5bb6":99,"\u5168\u8fde\u63a5\u5c42":133,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":105,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":134,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":105,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":105,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":105,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":105,"\u516c\u5f0f":93,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":106,"\u5171\u4eab\u5185\u5b58":56,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":55,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":106,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":118,"\u5171\u670932":133,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":106,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":99,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":104,"\u5173\u4e8eavx":93,"\u5173\u4e8eeigen":107,"\u5173\u4e8elstm":90,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":118,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":96,"\u5173\u4e8eunbound":101,"\u5173\u952e\u8bcd\u5305\u62ec":104,"\u5176\u4e2d":[2,58,78,89,91,96,102,105,111,127,129,133,134],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":134,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":114,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":128,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":128,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":128,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":135,"\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":98,"\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":134,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":123,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":123,"\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":96,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":107,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":103,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":89,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":89,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":59,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":135,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":125,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":78,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":92,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[127,128],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":102,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":105,"\u5176\u4f59\u884c\u662f":133,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":135,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":111,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":135,"\u5176\u5b83layer\u7684\u8f93\u51fa":101,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":89,"\u5176\u6b21":[2,99,135],"\u5176\u8bf4\u660e\u5982\u4e0b":99,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":55,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":102,"\u5176name\u7531\u53c2\u6570":90,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[59,89],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":103,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":59,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,89,105],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":56,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":101,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[55,56],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":112,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":86,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":135,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":56,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":86,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":134,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,59,104],"\u5177\u4f53\u8bf7\u89c1":104,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":99,"\u5185":102,"\u5185\u5b58":112,"\u5185\u5b58\u4e0d\u8db3":87,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":123,"\u5185\u5bb9":[106,135],"\u5185\u5bb9\u5982\u4e0b":117,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":99,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":118,"\u5185\u90e8":118,"\u5185\u90e8\u5b58\u50a8":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":58,"\u518d\u4ee5":106,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":91,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":58,"\u518d\u57fa\u4e8e":78,"\u518d\u5b89\u88c5":[86,95],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":99,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":99,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":99,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":114,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":111,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":55,"\u518d\u6307\u5b9a":92,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":111,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":112,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":111,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":105,"\u518d\u901a\u8fc7\u51fd\u6570":118,"\u5199\u4ee3\u7801":58,"\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":105,"\u5199\u7684":111,"\u51c6\u5907":99,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":114,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":119,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":114,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":89,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":89,"\u51cf\u5c0fbatch":89,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":114,"\u51fa\u53bb\u73a9":99,"\u51fa\u5dee":99,"\u51fa\u6765":99,"\u51fa\u73b0":86,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":91,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":90,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[86,95],"\u51fd\u6570":[2,55,56,102,105,111,112],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":106,"\u51fd\u6570\u5047\u8bbe":102,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":112,"\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":101,"\u51fd\u6570\u540d":111,"\u51fd\u6570\u540d\u4e3a":59,"\u51fd\u6570\u547d\u540d":58,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":106,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":111,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":105,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":105,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":101,"\u51fd\u6570\u603b\u65f6\u95f4":111,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":105,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":112,"\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":105,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":105,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":111,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":111,"\u51fd\u6570\u91cc\u5b9e\u73b0":106,"\u5206\u4e3a\u597d\u8bc4":135,"\u5206\u522b\u4e3a":133,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":101,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":56,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":99,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":101,"\u5206\u522b\u662f":98,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":102,"\u5206\u522b\u662fsentences\u548clabel":99,"\u5206\u522b\u662fwords\u548clabel":99,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":105,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":99,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\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":114,"\u5206\u5e03\u5f0f\u8bad\u7ec3":109,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":114,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[78,104],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":78,"\u5206\u652f\u4e0a":104,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":104,"\u5206\u652f\u4e2d":78,"\u5206\u652f\u4e3a\u5f00\u53d1":78,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":78,"\u5206\u652f\u4e3a\u7a33\u5b9a":78,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":78,"\u5206\u652f\u5408\u5165":78,"\u5206\u652f\u5408\u5165master\u5206\u652f":78,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":78,"\u5206\u652f\u540d":104,"\u5206\u652f\u540d\u4e3a":78,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":78,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":78,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":106,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":78,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":78,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":127,"\u5206\u652f\u89c4\u8303":104,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":112,"\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":134,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":133,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":133,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":133,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":123,"\u5206\u9694":133,"\u5207\u6362\u5230":104,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":104,"\u5217\u540d":111,"\u5217\u8868\u5982\u4e0b":[2,96],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":105,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":92,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":128,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":123,"\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":123,"\u5219\u53ef\u8bbe\u7f6e":[127,128,129],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":135,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":114,"\u5219\u5ffd\u7565":34,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":123,"\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":112,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":123,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5219\u8bbe\u7f6e\u6210":[127,129],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":89,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":128,"\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":92,"\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":114,"\u521b\u5efa":56,"\u521b\u5efa\u4e00\u4e2a":97,"\u521b\u5efa\u4e00\u4e2akubernet":118,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":104,"\u521b\u5efa\u6210\u529f\u540e":118,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":119,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":105,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":105,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":123,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":133,"\u521d\u59cb\u5316\u7236\u7c7b":105,"\u521d\u59cb\u5316biases_":105,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":101,"\u5220\u9664":104,"\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":128,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":89,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":135,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":89,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":101,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":135,"\u5229\u843d":99,"\u522b\u4eba\u5e2e\u4e86\u5fd9":104,"\u522b\u5fd8\u4e86":103,"\u5230":[34,86,102],"\u5230\u672c\u5730":104,"\u5230\u6b64":106,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":118,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":118,"\u5237\u7259":99,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":118,"\u524d\u53f0":99,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":55,"\u524d\u5411\u4f20\u64ad":105,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":105,"\u524d\u5411\u548c\u540e\u5411":105,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":106,"\u524d\u8005\u5728":89,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":106,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":89,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":106,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":104,"\u524d\u9700\u8981\u5b89\u88c5":111,"\u524d\u9988":114,"\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":78,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":105,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":135,"\u52a0\u5165":112,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":102,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":102,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":91,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":91,"\u52a0\u8f7dtest":123,"\u52a0\u901f\u7f16\u8bd1":92,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":89,"\u52a8\u6001\u5e93":58,"\u52a9\u624b":105,"\u5305":111,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":133,"\u5305\u542b3\u4e2a\u5c5e\u6027":133,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":59,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":92,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":114,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":114,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":111,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":106,"\u5305\u62ec":[35,55,56,114,123,135],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":89,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ec\u751f\u6210cpu":92,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":96,"\u5305\u62ec\u7b80\u5355\u7684":135,"\u5305\u62ecbool":125,"\u5305\u62eclinux":127,"\u5305\u62ecmkl":56,"\u5305\u7684\u65b9\u6cd5\u662f":86,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":99,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":99,"\u5341\u4e00":99,"\u534e\u6da6\u4e07\u5bb6":99,"\u534f\u540c\u5b8c\u6210releas":78,"\u5355\u4e2a\u503c":35,"\u5355\u4f4d\u662fmb":123,"\u5355\u5143\u6d4b\u8bd5":[103,107],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":86,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":106,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":103,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":122,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":99,"\u5355\u53cc\u5c42rnn":100,"\u5355\u5c42":101,"\u5355\u5c42\u4e0d\u7b49\u957frnn":99,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":99,"\u5355\u5c42\u5e8f\u5217":98,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":98,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":98,"\u5355\u5c42\u6216\u53cc\u5c42":98,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":99,"\u5355\u5c42rnn":[99,101],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":99,"\u5355\u673acpu\u8bad\u7ec3":89,"\u5355\u673agpu\u8bad\u7ec3":89,"\u5355\u6b65\u51fd\u6570":102,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":102,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":102,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":102,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":106,"\u5355\u70b9\u6545\u969c":34,"\u5355\u7eaf\u7684":111,"\u5355\u8fdb\u5355\u51fa":101,"\u5360\u4f4d\u7b26":133,"\u5360\u7528\u4e8617":111,"\u536b\u751f":99,"\u5373":[59,89,90,106,108,118,135],"\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":99,"\u5373\u4e0d\u5141\u8bb8\u5728":106,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":99,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":99,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":99,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":99,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":99,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":99,"\u5373\u4f7f\u7528":[59,90],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":123,"\u5373\u4f7fc":59,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":59,"\u5373\u4fbf\u662f":103,"\u5373\u4fbf\u8bbe\u7f6e":86,"\u5373\u4fbfpaddl":59,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":101,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":102,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":99,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":101,"\u5373\u53ef":104,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":89,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":127,"\u5373\u53ef\u5728":129,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":95,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":93,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":111,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":111,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":99,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":89,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,96],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":59,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":135,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":99,"\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":99,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":107,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":101,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":99,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":98,"\u5373\u6574\u6570\u6570\u7ec4":99,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":99,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":99,"\u5373\u66b4\u9732":59,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":99,"\u5373\u7f51\u5361\u540d":118,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":56,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":89,"\u5373\u8bbe\u7f6e":89,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":93,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":58,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":91,"\u5373input":101,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":99,"\u5377\u79ef\u5c42\u6743\u91cd":134,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":135,"\u5378\u8f7dpaddlepaddle\u5305":86,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":107,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":99,"\u539f\u56e0":104,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":86,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":104,"\u539f\u6765\u7684\u65b9\u6848":56,"\u53bb\u8fc7":99,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,23,25,28,58,89,103,105,118,122,133,134],"\u53c2\u6570\u4e3a":106,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":91,"\u53c2\u6570\u540d":134,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":114,"\u53c2\u6570\u6570\u91cf":135,"\u53c2\u6570\u670d\u52a1\u5668":[114,122],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":114,"\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":114,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":114,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":123,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":123,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":123,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":123,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":123,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":89,"\u53c2\u6570\u6982\u8ff0":124,"\u53c2\u6570\u7684\u89e3\u6790":118,"\u53c2\u6570\u7ef4\u5ea6":133,"\u53c2\u6570\u884c":133,"\u53c2\u6570\u8bbe\u7f6e":88,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":99,"\u53c2\u6570\u8bf4\u660e":114,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":93,"\u53c2\u6570\u8f93\u5165":89,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":102,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":104,"\u53c2\u8003":[44,58,93],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":112,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":99,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":114,"\u53c2\u8003\u955c\u50cf\u7684":118,"\u53c8":99,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":56,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":98,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":89,"\u53ca":105,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":102,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53cc\u5c42":101,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":99,"\u53cc\u5c42\u5e8f\u5217":98,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":98,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":99,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":98,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":101,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":98,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":98,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":99,"\u53cc\u5c42rnn":101,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":99,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":99,"\u53cc\u8fdb\u5355\u51fa":101,"\u53cc\u8fdb\u53cc\u51fa":101,"\u53cd\u5411\u4f20\u64ad":105,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":105,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":106,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":106,"\u53cd\u5411op\u7c7b":106,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":106,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":106,"\u53d1\u5e03\u5230dockerhub":78,"\u53d1\u5e03\u5230github":78,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":89,"\u53d1\u884c\u548c\u7ef4\u62a4":104,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":123,"\u53d6\u503c\u76f8\u540c\u7684layer":90,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":96,"\u53d6\u51b3\u4e8e":106,"\u53d8\u6362\u77e9\u9635":105,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":56,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":99,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":135,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":129,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":112,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":89,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":125,"\u53e6\u5916":[99,103],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":134,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":95,"\u53ea\u4f5c\u4e3aread":101,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":123,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":92,"\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":134,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":99,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":135,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":59,"\u53ea\u6709":99,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":133,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":94,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":123,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":101,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":90,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":125,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":90,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":58,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":99,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":89,"\u53ea\u8bfbmemory\u8f93\u5165":101,"\u53ea\u9488\u5bf9\u5185\u5b58":89,"\u53ea\u9700\u4e2d\u65ad":115,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":115,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":102,"\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":[93,99,104,108],"\u53ef\u4ee5\u4ece":93,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":95,"\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":91,"\u53ef\u4ee5\u4f7f\u7528":[91,114],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":95,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":91,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":91,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":123,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":118,"\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":89,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":117,"\u53ef\u4ee5\u521b\u5efa\u975e":106,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":93,"\u53ef\u4ee5\u53c2\u8003":[93,99,102,103,104],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":87,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":133,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":96,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":107,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":112,"\u53ef\u4ee5\u5728":[92,115],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":58,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":118,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":104,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":114,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":107,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06cmake":111,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":101,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":106,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":93,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":112,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":103,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":93,"\u53ef\u4ee5\u6267\u884c":[86,95],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":108,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":92,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":103,"\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":92,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":99,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":92,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":92,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[98,101],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":101,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":114,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":105,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":101,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":111,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":101,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":123,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u67e5\u770b":118,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":117,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":125,"\u53ef\u4ee5\u7528":[44,103],"\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":104,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":112,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":98,"\u53ef\u4ee5\u770b\u51fa":114,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":111,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":112,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":78,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":89,"\u53ef\u4ee5\u8054\u7cfbop":87,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":87,"\u53ef\u4ee5\u88c5\u7684\u662f":103,"\u53ef\u4ee5\u8bbe\u7f6e":[111,127,128,129],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":90,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":107,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":96,"\u53ef\u4ee5\u8fd0\u884c":114,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":92,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":125,"\u53ef\u4ee5\u901a\u8fc7":104,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":102,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":93,"\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":135,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":111,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[86,95],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":128,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":128,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":125,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":135,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":118,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":89,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":91,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":112,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":103,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":106,"\u53ef\u8bbe\u7f6e":[127,128],"\u53ef\u8bbe\u7f6e\u4e3a":128,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":128,"\u53ef\u9009":[2,92,105,114],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":92,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":90,"\u53f3\u8fb9\u662f":134,"\u5403":99,"\u5403\u996d":99,"\u5404\u65b9\u9762":99,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":55,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":106,"\u5408":99,"\u5408\u7406":99,"\u540c\u4e00\u6b21\u524d\u5411":55,"\u540c\u65f6":[55,56,86,89,112],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":92,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":89,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":104,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":101,"\u540c\u65f6\u4f1a\u5f00\u542fintel":56,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":135,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":134,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":135,"\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":112,"\u540c\u65f6\u518d\u5c06":78,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":56,"\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":89,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":91,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":103,"\u540c\u65f6\u63d0\u8d77":78,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":56,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":125,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":89,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":89,"\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":96,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":123,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":101,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":106,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":123,"\u540c\u7406":106,"\u540d\u5b57\u4fee\u9970":58,"\u540d\u79f0":135,"\u540e":[91,92,104,118,127,128,129],"\u540e\u5411":55,"\u540e\u5411\u4f20\u64ad":105,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":105,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":55,"\u540e\u7f00\u4e3a":114,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":89,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":89,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":106,"\u540e\u8005\u7ee7\u627f\u81ea":106,"\u540e\u9988":114,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411\u91cfenable_parallel_vector":122,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":78,"\u5417":103,"\u5426\u5219":[1,106,127,129],"\u5426\u5219\u4f1a\u628a":104,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":123,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":123,"\u5426\u5219\u4f7f\u7528gpu":125,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":102,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":58,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":115,"\u542b\u4e49":[111,134],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":105,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":105,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":105,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":115,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":118,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":123,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":123,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":119,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":123,"\u5440":99,"\u5468\u56f4":99,"\u547d\u4ee4\u4e3a":[86,117],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":117,"\u547d\u4ee4\u5220\u9664":[127,128,129],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":92,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":135,"\u547d\u4ee4\u65f6":127,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":103,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":103,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":103,"\u547d\u4ee4\u884c\u4e2d\u7684":111,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":135,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":92,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":115,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":103,"\u547d\u540d\u4e3a":104,"\u547d\u540d\u89c4\u8303":106,"\u547d\u540d\u8bf7\u9075\u5b88":106,"\u548c":[35,55,56,58,59,78,89,90,91,92,99,102,103,104,105,106,107,108,111,112,114,115,125,127,129,133,135],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":99,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,96],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":106,"\u548c\u4e2d\u6587\u6587\u6863":108,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":89,"\u548c\u504f\u7f6e\u5411\u91cf":105,"\u548c\u5185\u5b58":103,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":98,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":111,"\u548c\u5dee\u8bc4":135,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":98,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":114,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":102,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":103,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":56,"\u548c\u68af\u5ea6\u622a\u65ad":135,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":99,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u548c\u90e8\u5206layer":101,"\u548cpool":98,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":114,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":134,"\u54c1\u8d28":99,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u54ea\u4e9b\u4e0d\u662f":99,"\u5546\u52a1":99,"\u554a":99,"\u5668":135,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,96],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":105,"\u56e0\u4e3a\u53c2\u6570":125,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":102,"\u56e0\u4e3a\u5b83\u6bd4":102,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":118,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":103,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":103,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":111,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3ac":111,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":86,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":58,"\u56e0\u6b64":[1,2,55,99,101,105,127],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":99,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":133,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":107,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":107,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":99,"\u56e0\u6b64\u5f53":127,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":105,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":122,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":134,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":86,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":134,"\u56fe\u50cf\u5206\u7c7b":78,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":134,"\u56fe\u8868":93,"\u5728":[2,55,56,59,78,98,99,102,103,104,106,111,114,128,134,135],"\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":117,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":105,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":114,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":111,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":123,"\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":99,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":106,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":117,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":135,"\u5728\u4e4b\u540e\u7684":89,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":93,"\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":114,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":114,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":114,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":114,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":96,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":78,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":105,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":107,"\u5728\u51c6\u5907\u53d1\u8d77":104,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u51fd\u6570":118,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":123,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":123,"\u5728\u521b\u5efaparameters\u540e":91,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":99,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":123,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":123,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":99,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":89,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":99,"\u5728\u542f\u52a8job\u4e4b\u524d":118,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":111,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":104,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":123,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":114,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":96,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":96,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":56,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":59,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":90,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":93,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":118,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":118,"\u5728\u5bf9\u5e94\u7684":55,"\u5728\u5c42\u4e2d\u6307\u5b9a":125,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":55,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":101,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f02\u6b65sgd\u4e2d":114,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":59,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":105,"\u5728\u5f97\u5230":118,"\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":102,"\u5728\u6267\u884c\u65f6":107,"\u5728\u63d0\u4ea4":104,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":96,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":135,"\u5728\u6709\u666e\u901a\u7684cpu":56,"\u5728\u672c\u4f8b\u4e2d":[99,104,125],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":102,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u672c\u793a\u4f8b\u4e2d":99,"\u5728\u672c\u8282\u4e2d":102,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":123,"\u5728\u6837\u4f8b\u4e2d":59,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":135,"\u5728\u6b64":[122,125],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":135,"\u5728\u6b64\u611f\u8c22":133,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":102,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":99,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":102,"\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":118,"\u5728\u6d4b\u8bd5\u9636\u6bb5":123,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":134,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":104,"\u5728\u751f\u6210\u65f6":102,"\u5728\u7528\u6237\u4f7f\u7528c":59,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":91,"\u5728\u76f8\u5e94layer\u7684":90,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":114,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u7ec4\u5408\u65f6":96,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[127,129],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":105,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":98,"\u5728\u8bad\u7ec3\u4e2d":102,"\u5728\u8bad\u7ec3\u4e4b\u524d":118,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":133,"\u5728\u8bad\u7ec3\u65f6":117,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":56,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":118,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":123,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[127,128,129],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":78,"\u5728\u8be5\u793a\u4f8b\u4e2d":91,"\u5728\u8be5\u914d\u7f6e\u76847":99,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":135,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":112,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":101,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":111,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":107,"\u5728\u8fd9\u4e2a":78,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[105,117],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":99,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":112,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":102,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":78,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":59,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":59,"\u5728\u8fd9\u4e9blayer\u4e2d":99,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":107,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":107,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[102,105],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":101,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":117,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":118,"\u5728\u8fd9\u91cc":101,"\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":105,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":107,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":107,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":114,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":96,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":134,"\u5728\u91c7\u7528sgd":91,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":56,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":55,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":125,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":89,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":127,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":127,"\u5728batch":55,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":86,"\u5728c":58,"\u5728c\u7684\u5934\u6587\u4ef6":58,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[127,128],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":92,"\u5728eigen\u4e2d":107,"\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":128,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":128,"\u5728main":111,"\u5728packing\u4e0a\u7684\u8017\u65f6":55,"\u5728paddl":118,"\u5728paddle\u4e2d":125,"\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":[96,101],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":90,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":90,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":99,"\u5728paramet":34,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":106,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":55,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":101,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":101,"\u5728trainer":125,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":114,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":99,"\u5730\u7406\u4f4d\u7f6e":99,"\u5730\u94c1\u7ad9":99,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":59,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":134,"\u5747\u5300\u5206\u5e03":91,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":123,"\u5747\u662f\u5728":59,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":99,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":99,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":101,"\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":[3,135],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":97,"\u57fa\u672c\u76f8\u540c":133,"\u57fa\u7c7b":106,"\u586b\u5199":104,"\u589e\u52a0":106,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":117,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":106,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":125,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":105,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":112,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":135,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":101,"\u5907\u6ce8":112,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":112,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":99,"\u5916\u5c42outer_step\u4e2d":99,"\u5916\u90e8\u5b58\u50a8":56,"\u591a\u4e2a\u503c":35,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":89,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":89,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":135,"\u591a\u4e2aip\u4f7f\u7528":114,"\u591a\u4e2aparamet":34,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":101,"\u591a\u673a\u8bad\u7ec3":89,"\u591a\u6b21\u8c03\u7528":55,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":101,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":105,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":105,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":105,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":58,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":103,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":93,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":89,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":103,"\u5927\u90e8\u5206":111,"\u5929":99,"\u5929\u4e00\u5e7f\u573a":99,"\u5929\u4e00\u9601":99,"\u5934\u4fe1\u606f\u4e2d":91,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":105,"\u5934\u6587\u4ef6\u5982\u4e0b":105,"\u597d":99,"\u597d\u5403":99,"\u597d\u8bc4":135,"\u5982":[2,102,104,106,125],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":107,"\u5982\u4e0b":[2,114],"\u5982\u4e0b\u56fe\u6240\u793a":[99,112],"\u5982\u4e0b\u6240\u793a":[125,134],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":135,"\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":109,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":109,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":135,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u6709":106,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":105,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":134,"\u5982\u679c\u4e0d\u4e3a0":123,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":114,"\u5982\u679c\u4e0d\u4f7f\u7528docker":92,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":92,"\u5982\u679c\u4e0d\u5207\u8bcd":135,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":108,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":111,"\u5982\u679c\u4e0d\u6536\u655b":91,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":56,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":123,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":92,"\u5982\u679c\u4e3afals":123,"\u5982\u679c\u4e3atrue":[2,123],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":92,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":104,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":95,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":123,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":102,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":125,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":123,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":128,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[127,129],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":102,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":105,"\u5982\u679c\u4f7f\u7528":133,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":92,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":92,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":58,"\u5982\u679c\u5173\u95edmkl":92,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":86,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":89,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":133,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":87,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":114,"\u5982\u679c\u5728\u4f7f\u7528mkl":56,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":95,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":123,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":123,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":123,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":91,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":106,"\u5982\u679c\u5931\u8d25":78,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":56,"\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":89,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":118,"\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":114,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":87,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":93,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":93,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":92,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":103,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":93,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":112,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":92,"\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":112,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":112,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":107,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":99,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":112,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":103,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":112,"\u5982\u679c\u6267\u884c\u6210\u529f":134,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":89,"\u5982\u679c\u63d0\u793a\u6b63\u786e":108,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":87,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":101,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":101,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":104,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":78,"\u5982\u679c\u672a\u8bbe\u7f6e":123,"\u5982\u679c\u672a\u8bbe\u7f6egpu":125,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":59,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":112,"\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":123,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":93,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":101,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":104,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":123,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":103,"\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":90,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":133,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":91,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":58,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":103,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":112,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":115,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":86,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[86,95],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[86,95],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":103,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":105,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":102,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":78,"\u5982\u679c\u8981\u542f\u7528gpu":114,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":104,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":104,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":91,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":91,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":123,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":104,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":58,"\u5982\u679c\u8f93\u51fa\u662fno":93,"\u5982\u679c\u8fd0\u884c":86,"\u5982\u679c\u8fd0\u884c\u6210\u529f":134,"\u5982\u679c\u8fd8\u4e0d\u884c":86,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[95,97],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":105,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":105,"\u5982\u679c\u9700\u8981\u83b7\u53d6":95,"\u5982\u679ccuda":106,"\u5982\u679clearning_rate\u592a\u5927":91,"\u5982\u679clearning_rate\u592a\u5c0f":91,"\u5982\u679cmkl":56,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":106,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":106,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":86,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":128,"\u5982\u679cparamet":34,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":104,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":89,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":104,"\u5982\u9ad8\u4eae\u90e8\u5206":112,"\u5982train":114,"\u5b50":99,"\u5b50\u53e5":101,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":101,"\u5b50\u76ee\u5f55":103,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":56,"\u5b57\u5178\u5171\u5305\u542b":133,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":133,"\u5b57\u6bb5\u4e2d":118,"\u5b57\u6bb5\u4e3a\u4f8b":89,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":118,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":118,"\u5b57\u6bb5\u8bbe\u4e3a":78,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":103,"\u5b66\u4e60\u6210\u672c\u9ad8":58,"\u5b66\u4e60\u7387\u4e3a":91,"\u5b81\u6ce2":99,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":56,"\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":134,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":105,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":105,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":56,"\u5b83\u53eb\u505a":102,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":115,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":104,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":112,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":105,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":102,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":102,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":115,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":134,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":90,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":97,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":105,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":99,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":99,"\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":115,"\u5b83\u7684":102,"\u5b83\u7684\u529f\u80fd\u662f":106,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":98,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":105,"\u5b83\u8868\u793a":103,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":56,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":105,"\u5b89\u6392":99,"\u5b89\u88c5":111,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":97,"\u5b89\u88c5\u540e":93,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":59,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":108,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":108,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[114,128],"\u5b89\u88c5\u5b8c\u6bd5\u540e":111,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":103,"\u5b89\u88c5\u6587\u6863":96,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":114,"\u5b89\u88c5\u6d41\u7a0b":135,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":135,"\u5b89\u9759":99,"\u5b8c\u6210":104,"\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":101,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":118,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":93,"\u5b8c\u6210\u5b89\u88c5":95,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":56,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":56,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":98,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":96,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":89,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":91,"\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":105,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":102,"\u5b98\u65b9\u6587\u6863":92,"\u5b9a\u4e49":56,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":101,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":56,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":101,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":90,"\u5b9a\u4e49\u4f4d\u7f6e":106,"\u5b9a\u4e49\u5728\u5916\u5c42":101,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":123,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":102,"\u5b9a\u4e49\u7c7b\u578b":106,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":102,"\u5b9a\u4e49\u8f93\u5165":106,"\u5b9a\u4e49\u8f93\u51fa":106,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":102,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":102,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":96,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":99,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":56,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":105,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":102,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":105,"\u5b9e\u73b0\u5728":106,"\u5b9e\u73b0\u5bf9":107,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":106,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":105,"\u5b9e\u73b0\u7684":90,"\u5b9e\u73b0\u7b80\u5355":58,"\u5b9e\u73b0\u7ec6\u8282":105,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":105,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":105,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":101,"\u5b9e\u73b0\u8be5\u5c42\u7684c":105,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":90,"\u5b9e\u9645\u4e0a\u53ea\u6709":134,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":89,"\u5ba2\u6237":99,"\u5bb6":99,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":118,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":127,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":89,"\u5bbf\u4e3b\u673a\u7684c":[127,128,129],"\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":112,"\u5bf9":99,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,96],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,96],"\u5bf9\u4e8e":102,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":114,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":114,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":58,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":99,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":103,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":99,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":99,"\u5bf9\u4e8e\u53cc\u5c42rnn":99,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":58,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":99,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":55,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":93,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":58,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":58,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":55,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":111,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":105,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":56,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":114,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":99,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":99,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":55,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":59,"\u5bf9\u4e8e\u6bcf\u79cdc":59,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":135,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":102,"\u5bf9\u4e8eamazon":135,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":112,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":105,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":91,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":104,"\u5bf9\u5e94":128,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":101,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":101,"\u5bf9\u5e94\u4e8e\u5b57\u5178":133,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":106,"\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":135,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":55,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":105,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":105,"\u5bf9\u6bd4":58,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":55,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":55,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":106,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":105,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":104,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":104,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":135,"\u5bf9\u8c61":91,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":59,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":101,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":78,"\u5bf9\u9762":99,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,96],"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":56,"\u5bfb\u627epython\u4e0ec":111,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":59,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":89,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":89,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":89,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":86,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":91,"\u5c01\u88c5\u4e86":112,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":105,"\u5c06":[2,78,91,112,135],"\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":102,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":114,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":127,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":127,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":123,"\u5c06\u5176\u8bbe\u7f6e\u6210":89,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":99,"\u5c06\u542b\u6709\u5b50\u53e5":101,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":99,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":123,"\u5c06\u5927\u91cf\u7684":58,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":91,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":102,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":111,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":111,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":114,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":133,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":78,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":105,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":91,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":104,"\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":118,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":118,"\u5c06\u7528\u4e8epython":106,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":118,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":133,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":118,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":135,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":115,"\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":99,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":104,"\u5c06\u900f\u660e":115,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":89,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":93,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":118,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":78,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":119,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":91,"\u5c06recurr":90,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":56,"\u5c1a\u53ef":99,"\u5c31":99,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":92,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":111,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":93,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u6309":103,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":89,"\u5c31\u662f":99,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":112,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":135,"\u5c31\u8fd9\u4e48\u7b80\u5355":93,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":112,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":58,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":93,"\u5c3a\u5bf8":134,"\u5c3d\u65e9\u62a5\u9519":106,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":105,"\u5c42\u6743\u91cd":134,"\u5c42\u6b21\u5316\u7684rnn":101,"\u5c42\u7279\u5f81":134,"\u5c42\u7684\u540d\u79f0\u4e0e":102,"\u5c42\u7684\u5927\u5c0f":105,"\u5c42\u7684\u7279\u5f81":134,"\u5c42\u7684\u7c7b\u578b":105,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":102,"\u5c45\u7136":99,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":135,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":111,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":90,"\u5c5e\u6027":106,"\u5de5\u4f5c\u6a21\u5f0f":123,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":115,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":114,"\u5de5\u5177\u5408\u5e76fat\u5e93":128,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":108,"\u5de5\u5177\u6765\u7ba1\u7406":104,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":108,"\u5de5\u5177\u94fe":127,"\u5de5\u5177\u94fe\u7684android":127,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":111,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":134,"\u5de6\u8fb9\u662f":134,"\u5dee\u8bc4":135,"\u5df2\u6253\u5f00":104,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":123,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":112,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":106,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":101,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":101,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":98,"\u5e38\u5e38\u51fa\u73b0":86,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":135,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[127,128],"\u5e38\u89c1\u7684\u5305\u62ec":111,"\u5e72\u51c0":99,"\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":133,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e0d\u4fdd\u8bc1":105,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":99,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":118,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":99,"\u5e76\u4e0d\u96be":103,"\u5e76\u4e14":[2,102],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":93,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":107,"\u5e76\u4e14\u4f1a\u5199\u597d":56,"\u5e76\u4e14\u4f1a\u6839\u636e":127,"\u5e76\u4e14\u4f7f\u7528":59,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":99,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":125,"\u5e76\u4e14\u5305\u62ecunit":104,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":134,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":56,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":89,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":118,"\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":58,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":135,"\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":134,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":96,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":128,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":55,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":103,"\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":86,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":106,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":104,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":58,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":106,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":104,"\u5e76\u4e14\u8fd0\u884c":103,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":105,"\u5e76\u4e14cpu":106,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":91,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":115,"\u5e76\u4f7f\u7528\u4e86dropout":135,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":114,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":104,"\u5e76\u521b\u5efaoptim":96,"\u5e76\u521d\u59cb\u5316":106,"\u5e76\u5220\u9664":78,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":78,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":95,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":114,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":105,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":102,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":55,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":105,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":90,"\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":106,"\u5e76\u5b89\u88c5\u4e86python":86,"\u5e76\u5b89\u88c5\u6700\u65b0":95,"\u5e76\u5b89\u88c5\u6709python2":97,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":114,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":86,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":105,"\u5e76\u5c06":78,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":102,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":90,"\u5e76\u5c06c":59,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":93,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":56,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":117,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":87,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":114,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":95,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":58,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":55,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":106,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":106,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":97,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":133,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":95,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[127,129],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":114,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":114,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u89c2\u5bdf\u7ed3\u679c":112,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":106,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":104,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":96,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":78,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":135,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":78,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":106,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":111,"\u5e8a\u4e0a\u7528\u54c1":99,"\u5e8a\u57ab":99,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":98,"\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":101,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":98,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":101,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":101,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":98,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":89,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":102,"\u5e94\u7528\u6a21\u578b":135,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":104,"\u5e94\u8be5":99,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":102,"\u5e94\u8be5\u8bf4\u8c22\u8c22":104,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":103,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":91,"\u5e95\u5c42\u8fdb\u7a0b":115,"\u5efa\u7acb\u4e00\u4e2a":104,"\u5efa\u8bae":[78,94,104],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":123,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":59,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":104,"\u5f00\u53d1\u5206\u652f":95,"\u5f00\u53d1\u8005\u4f7f\u7528":103,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":78,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":78,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":78,"\u5f00\u53d1\u955c\u50cf":104,"\u5f00\u542f":92,"\u5f00\u5934":[55,56],"\u5f00\u5934\u7684\u90e8\u5206":114,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":114,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f00\u59cb\u6807\u8bb0":102,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":114,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":135,"\u5f00\u59cb\u9636\u6bb5":112,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":122,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":55,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":102,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":101,"\u5f3a\u70c8\u63a8\u8350":99,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":102,"\u5f53":125,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":105,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":91,"\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":102,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":91,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":105,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":99,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":114,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":114,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":114,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":135,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":135,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":78,"\u5f53\u53ea\u505a\u63a8\u65ad":55,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":123,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":123,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":91,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":91,"\u5f53\u5f00\u542f":56,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":111,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":118,"\u5f53\u6253\u5f00":56,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":56,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":123,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":135,"\u5f53\u6a21\u5f0f\u4e3a":123,"\u5f53\u7136":[93,112],"\u5f53\u7136\u53ef\u4ee5":103,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":56,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":59,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":90,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":56,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":105,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":102,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":123,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":125,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":107,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f53n1":89,"\u5f62\u6210recurr":101,"\u5f62\u6210recurrent\u8fde\u63a5":101,"\u5f62\u72b6":134,"\u5f88":[99,135],"\u5f88\u591a":[99,103],"\u5f88\u5b89\u9759":99,"\u5f88\u5e72\u51c0":99,"\u5f88\u65b9\u4fbf":99,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":112,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":87,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":99,"\u5f97\u4f7f\u7528":58,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":135,"\u5f97\u5230\u8f93\u51fa\u503c":106,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":101,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":102,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":102,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":102,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":102,"\u5faa\u73af\u7f51\u7edc\u4ece":102,"\u5fc5\u8981":59,"\u5fc5\u9009":114,"\u5fc5\u987b":105,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5206\u522b\u4e0e":56,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":99,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":101,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":102,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[127,128],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":128,"\u5fc5\u987b\u914d\u7f6e\u4e3a":129,"\u5feb":99,"\u6027\u4ef7\u6bd4":99,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":111,"\u6027\u80fd\u5206\u6790":112,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":112,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":112,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":103,"\u6027\u80fd\u8c03\u4f18":122,"\u6027\u80fdtip":[127,128],"\u603b\u4f53\u6765\u8bf4":99,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":133,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":93,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":112,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":95,"\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":112,"\u60a8\u53ef\u4ee5\u5728":93,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":93,"\u60a8\u53ef\u4ee5\u5bfc\u5165":112,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":119,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":112,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":114,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":102,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":112,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":112,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":112,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":112,"\u60c5\u611f\u5206\u6790":78,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":108,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":102,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":123,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":123,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":123,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":123,"\u611f\u89c9":99,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":118,"\u6210\u5458":106,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":114,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":105,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":112,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":59,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":56,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":96,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":105,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":117,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":118,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":135,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":56,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":56,"\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":114,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":55,"\u6211\u4eec\u4f1a\u628amkl":56,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[55,56],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":105,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":105,"\u6211\u4eec\u4f7f\u7528":105,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":96,"\u6211\u4eec\u4f7f\u7528\u4e86":99,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u6211\u4eec\u4f7f\u7528paddl":114,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":134,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":125,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":107,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":56,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":96,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":117,"\u6211\u4eec\u53ea\u9700\u8981":103,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":99,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":135,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":104,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":103,"\u6211\u4eec\u53ef\u4ee5":103,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":111,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":96,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":102,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":55,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":96,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":107,"\u6211\u4eec\u53ef\u4ee5\u5728":104,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":111,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":96,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":96,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":98,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":111,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":101,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":111,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":118,"\u6211\u4eec\u5728":107,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":102,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":135,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":102,"\u6211\u4eec\u5c06":118,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":99,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":117,"\u6211\u4eec\u5c06\u4ee5":135,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":135,"\u6211\u4eec\u5c06\u4f7f\u7528":102,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":102,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":99,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":135,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":122,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":135,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":135,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":135,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":104,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":102,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":105,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":105,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":90,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":135,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":56,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":127,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[93,114],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":92,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":92,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":134,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":93,"\u6211\u4eec\u63d0\u4f9b\u4e86c":134,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":93,"\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":99,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":102,"\u6211\u4eec\u7684":103,"\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":133,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":104,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":99,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":99,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":104,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":98,"\u6211\u4eec\u8ba1\u5212\u5c06":55,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":56,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":107,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":117,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":102,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":99,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":106,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":99,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":55,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":118,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":135,"\u6211\u4eec\u9700\u8981":103,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":107,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":117,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":114,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":107,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":105,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":133,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":96,"\u6211\u5220\u9664\u4e86":104,"\u6211\u53ef\u4ee5\u7528":103,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":103,"\u6216":[2,112,128],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u6216\u4e00\u4e2a\u5411\u91cf":101,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u6216\u6700\u5927\u503c":98,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":98,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":98,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":114,"\u6216\u8005":[56,58,59,89,98,99,103,104,106,111,112],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[98,101],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":112,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":93,"\u6216\u8005\u53cd\u5411\u5730\u4ece":102,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":114,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":123,"\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":122,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":99,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":98,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":112,"\u6216\u8005\u66f4\u65e9":91,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":99,"\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":134,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":89,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[127,129],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":89,"\u6216\u8005\u8fd0\u884c":86,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":125,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216activ":56,"\u6216gpu":123,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":89,"\u623f":99,"\u623f\u95f4":99,"\u6240\u4ee5":[2,56,89,93,111],"\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\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":56,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":90,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":89,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":117,"\u6240\u4ee5\u5728":56,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":99,"\u6240\u4ee5\u5bf9":99,"\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":114,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":112,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":118,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":56,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":95,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":99,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":95,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u6574\u4f53\u4e0a":56,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":56,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":90,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":105,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":56,"\u6240\u4f7f\u7528":128,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":127,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":99,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":59,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":104,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":123,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":115,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":56,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":127,"\u6240\u6709\u7684":[55,104,105],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":105,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":59,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":99,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":105,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":105,"\u6240\u6709\u76f8\u5173\u7684":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":59,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":105,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":102,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":135,"\u6240\u6709mkl":56,"\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":134,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":127,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":129,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":95,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":99,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":112,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":56,"\u6253\u5f00":112,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":108,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":59,"\u6267\u884c":[97,115],"\u6267\u884c\u4e0a\u8ff0":127,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":92,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":119,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":95,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":114,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":97,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":106,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":92,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":93,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[127,128,129],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":114,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":102,"\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":114,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[127,128,129],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":112,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":134,"\u627e\u5230":[92,102,114],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":87,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":112,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":112,"\u628a":[35,105],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":107,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":103,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":117,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":103,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":102,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":102,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":133,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":133,"\u62c6\u89e3":101,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":99,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":119,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":119,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":118,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":119,"\u62fc\u63a5":89,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":135,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":93,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":114,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":111,"\u6307\u5411\u4e00\u4e2alayer":101,"\u6307\u5b9a":[89,90,101,102],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":123,"\u6307\u5b9a\u4f7f\u75282":89,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":135,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":106,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":123,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":111,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":106,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":93,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":134,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":134,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":92,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":134,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":134,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":106,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":135,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":108,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":135,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":101,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":89,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":135,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":93,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":123,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":99,"\u6307\u5f00\u542fhttp\u670d\u52a1":111,"\u6307\u6d88\u9664\u74f6\u9888":111,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":123,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":123,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":123,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":123,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":123,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":123,"\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":123,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":123,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":118,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":103,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":90,"\u6309\u94ae":104,"\u633a":99,"\u633a\u597d":99,"\u6355\u83b7":135,"\u6362":99,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":98,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":96,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":96,"\u63a5\u4e0b\u6765":[106,135],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":112,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":112,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":104,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":104,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":135,"\u63a5\u4e0b\u6765\u7b49\u5f85":104,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":106,"\u63a5\u53e3":[58,59,106,107],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":107,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":59,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":134,"\u63a5\u53e3\u662f":35,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":107,"\u63a5\u53e3\u6709\u4e00\u4e2a":89,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":135,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":134,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":134,"\u63a5\u53e3\u7684":89,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236":123,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":56,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":56,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":105,"\u63a8\u8350":99,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":92,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":92,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":104,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":103,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":135,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":106,"\u63cf\u8ff0\u95ee\u9898":104,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":108,"\u63d0\u4ea4pull":104,"\u63d0\u4f9b":115,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":118,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":115,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":111,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":115,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":115,"\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":98,"\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":115,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":133,"\u63d0\u793a":86,"\u641c\u7d22\u4ee3\u7801\u5e93":108,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":96,"\u64cd\u4f5c":99,"\u64cd\u4f5c\u7cfb\u7edf":[95,103],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":129,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[100,101],"\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":114,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":127,"\u652f\u6301\u7684\u6700\u5c0fandroid":127,"\u652f\u6301\u7f16\u8bd1\u5668":127,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":118,"\u653e\u5fc3":99,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":99,"\u6548\u679c\u5982\u4e0b":111,"\u6548\u679c\u603b\u7ed3":135,"\u6559\u7a0b":93,"\u6570":101,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":101,"\u6570\u636e":44,"\u6570\u636e\u4e2d0":91,"\u6570\u636e\u5206\u7247":114,"\u6570\u636e\u5217\u8868":134,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":133,"\u6570\u636e\u63d0\u4f9b\u5668":122,"\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":58,"\u6570\u636e\u8f93\u5165":101,"\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":135,"\u6570\u76ee":125,"\u6574\u4f53":99,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":99,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":118,"\u6574\u6570":105,"\u6574\u6570\u6807\u7b7e":[2,96],"\u6574\u6d01":99,"\u6587\u4ef6":[58,103,104,106,117],"\u6587\u4ef6\u4e2d":[106,118,134],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":134,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":134,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":106,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":106,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":106,"\u6587\u4ef6\u4e2d\u7684":134,"\u6587\u4ef6\u4e3a":89,"\u6587\u4ef6\u4e4b\u5916":104,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":134,"\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":58,"\u6587\u4ef6\u540d":111,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":114,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u547d\u540d\u4ee5":106,"\u6587\u4ef6\u59390":118,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":108,"\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":104,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":135,"\u6587\u4ef6model":125,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":93,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":135,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":135,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":135,"\u6587\u6863":86,"\u6587\u68631":107,"\u6587\u68632":107,"\u6587\u6863\u8f83\u5c11":107,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":108,"\u6587\u7ae0":118,"\u65b0":99,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":105,"\u65b0\u624b\u5165\u95e8":126,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":78,"\u65b0\u7248\u672c":56,"\u65b9\u4fbf":99,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":94,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":78,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":55,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":56,"\u65b9\u5f0f1":89,"\u65b9\u5f0f2":89,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":56,"\u65b9\u6cd5\u4e00":125,"\u65b9\u6cd5\u4e09":125,"\u65b9\u6cd5\u4e8c":125,"\u65c1\u8fb9":99,"\u65e0":99,"\u65e0\u5ef6\u8fdf":123,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":58,"\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\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":56,"\u65e0\u9ed8\u8ba4\u503c":[127,129],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":87,"\u65e9\u9910":99,"\u65f6":[34,55,56,89,91,98,102,105,118,123,127],"\u65f6\u4e00\u8d77\u66f4\u65b0":56,"\u65f6\u5019":99,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":135,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":128,"\u65f6\u88ab\u8bad\u7ec3\u7684":105,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":125,"\u65f6\u95f4":99,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":99,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":91,"\u6620\u5c04\u4e3a":103,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":105,"\u662f":[44,56,86,95,99],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":105,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":112,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":112,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":98,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":58,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":112,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":125,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":59,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":105,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":111,"\u662f\u4e00\u4e2aunbound":101,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,96],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":101,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":117,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":58,"\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":91,"\u662f\u504f\u5dee":102,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":59,"\u662f\u5411\u91cf":105,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":92,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":101,"\u662f\u5426\u4f7f\u7528":128,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":92,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":123,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":105,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":127,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[127,128],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":92,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[127,129],"\u662f\u5426\u4f7f\u80fd":128,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":92,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":106,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":114,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":123,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":92,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":123,"\u662f\u5426\u6253\u5f00":55,"\u662f\u5426\u652f\u6301gpu":92,"\u662f\u5426\u663e\u793a":123,"\u662f\u5426\u7a00\u758f":105,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":92,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":92,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":92,"\u662f\u5426\u7f16\u8bd1c":128,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":92,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":92,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":92,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":123,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":103,"\u662f\u56e0\u4e3ac99\u652f\u6301":58,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":102,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":105,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":105,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":111,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":93,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":98,"\u662f\u6211\u4eec":104,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":111,"\u662f\u6307":59,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":99,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":99,"\u662f\u6570\u636e\u8f93\u5165":102,"\u662f\u6709\u610f\u4e49\u7684":99,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":102,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":103,"\u662f\u7528\u6237\u4f7f\u7528c":59,"\u662f\u7684":103,"\u662f\u77e9\u9635":105,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":105,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":105,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":105,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":105,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":105,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":105,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":105,"\u662f\u8f93\u5165":102,"\u662f\u8fd9\u4e00\u7c7b\u7684":90,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":134,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":112,"\u662fc":59,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":101,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":112,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":101,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":135,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":105,"\u662frnn\u72b6\u6001":102,"\u663e":135,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":55,"\u663e\u7136":111,"\u665a":99,"\u6682\u4e0d\u8003\u8651\u5728\u5185":89,"\u6682\u65e0":95,"\u6682\u65f6\u4e0d\u652f\u6301python3":95,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":59,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":103,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":86,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":107,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":101,"\u66f4\u5feb":102,"\u66f4\u65b0":86,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":103,"\u66f4\u65b0\u6a21\u5f0f":89,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":108,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":89,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":91,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":135,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":97,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":135,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":135,"\u66f4\u8fdb\u4e00\u6b65":101,"\u66f4\u9ad8":102,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":101,"\u6700":99,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":118,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,93,104,105,114,135],"\u6700\u540e\u4e00\u4e2a":98,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":96,"\u6700\u540e\u518d\u8c03\u7528mutabl":107,"\u6700\u540e\u5220\u9664":78,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":105,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":128,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":123,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":58,"\u6700\u65b0\u7684\u4ee3\u7801":104,"\u6700\u65b0\u7684paddlepaddl":[86,93],"\u6700\u7ec8":105,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":101,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":96,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":101,"\u6708\u6e56":99,"\u6709":99,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[127,128,129],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":105,"\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":105,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":89,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":103,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[127,128],"\u6709\u5173":99,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":127,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":96,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":115,"\u6709\u591a\u96be":103,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[55,56],"\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":103,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":103,"\u6709\u6807\u51c6\u7684":58,"\u6709\u7684\u65f6\u5019":58,"\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":112,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":86,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":111,"\u670d\u52a1":99,"\u670d\u52a1\u5458":99,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":114,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":91,"\u672a\u77e5\u8bcd":133,"\u672a\u8bbe\u7f6e":128,"\u672c\u4f8b\u4e2d\u4e3a0":133,"\u672c\u4f8b\u4e2d\u4e3a32":133,"\u672c\u4f8b\u4e2d\u4e3a4":133,"\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":99,"\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":135,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":135,"\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":135,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":135,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":78,"\u672c\u5730":[86,95],"\u672c\u5730\u6d4b\u8bd5":122,"\u672c\u5730\u8bad\u7ec3":122,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":88,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":125,"\u672c\u5b9e\u4f8b\u4e2d":133,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":135,"\u672c\u5c42\u5c3a\u5bf8":134,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":134,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":134,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":106,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":102,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":134,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":99,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":103,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":99,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":99,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":118,"\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":114,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":133,"\u672c\u6587\u6863\u5c06\u4ee5linux":127,"\u672c\u6587\u6863\u63cf\u8ff0paddl":59,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":128,"\u672c\u6765":99,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":118,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":118,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":118,"\u672c\u6b21\u8bd5\u9a8c":135,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":99,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":99,"\u673a\u5668\u4e0a\u4ee5\u53ca":129,"\u673a\u5668\u7684\u8bbe\u5907":125,"\u673a\u5668\u7ffb\u8bd1":78,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":123,"\u6765":99,"\u6765\u4ee3\u66ff":104,"\u6765\u4f7f\u7528dropout":90,"\u6765\u4f7f\u7528dropout\u7684":90,"\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":105,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":55,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":112,"\u6765\u521d\u59cb\u5316\u53c2\u6570":91,"\u6765\u542f\u52a8\u548c":103,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":96,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u6765\u5b9e\u73b0":56,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":99,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":135,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[127,128],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":105,"\u6765\u6267\u884c":103,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":134,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":107,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":106,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":96,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":111,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":111,"\u6765\u6ce8\u518c\u8be5\u5c42":105,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":125,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":103,"\u6765\u786e\u4fdd\u628a":58,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":103,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":105,"\u6765\u8868\u793a":102,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":58,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":89,"\u6765\u8ba1\u7b97\u68af\u5ea6":105,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":99,"\u6765\u8bbe\u7f6e":91,"\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":104,"\u6765\u8c03\u7528":103,"\u6765\u8fd0\u884c\u5305\u62ec":103,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":103,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":112,"\u6765\u8fd0\u884c\u955c\u50cf":93,"\u6765\u8fdb\u884c\u8ba8\u8bba":59,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":89,"\u676f\u5b50":99,"\u6784\u5efa":127,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":127,"\u6784\u5efa\u76ee\u6807\u4e3a":128,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":98,"\u6784\u9020":118,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":106,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":106,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":128,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":128,"\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":99,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":122,"\u67e5\u770b":[104,135],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":104,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":104,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":104,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":87,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":117,"\u6807\u51c6":95,"\u6807\u51c6\u5dee\u4e3a":91,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":78,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":111,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":111,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":123,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":111,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":111,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":111,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":103,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":127,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":125,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":118,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":133,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":123,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":107,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":122,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":123,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":123,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":117,"\u6839\u636eport":114,"\u683c\u5f0f":123,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":56,"\u683c\u5f0f\u5982\u4e0b":135,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":106,"\u683c\u5f0f\u8bf4\u660e":133,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":128,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":128,"\u68af\u5ea6\u4f1a\u5c31\u5730":105,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":114,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":123,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":105,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":123,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":105,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":105,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":106,"\u68d2":135,"\u697c\u5c42":99,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":107,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":89,"\u6a21\u578b\u5171\u5305\u542b1":133,"\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":135,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":115,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":102,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":102,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":102,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":133,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":102,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":135,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":96,"\u6a21\u578b\u8def\u5f84":134,"\u6a21\u578b\u914d\u7f6e":[0,88],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":58,"\u6a21\u578b\u91c7\u7528":133,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":111,"\u6a2a\u5411\u62fc\u63a5":89,"\u6b21":99,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":55,"\u6b22\u8fce\u901a\u8fc7":104,"\u6b63\u6837\u672c":135,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":86,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":122,"\u6b64\u547d\u4ee4\u5c06\u5728":127,"\u6b64\u5904":133,"\u6b64\u5904\u90fd\u4e3a2":99,"\u6b64\u5916":[90,103,104,127],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":111,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":112,"\u6b64\u65f6\u53ea\u9700\u8981":103,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":89,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":91,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":56,"\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":87,"\u6b65\u9aa4":89,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":101,"\u6bcf\u4e00\u4e2a":78,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":135,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":99,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":99,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":115,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":89,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":111,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":99,"\u6bcf\u4e2a":56,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u6bcf\u4e2a\u5355\u5c42rnn":101,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":114,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":99,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":102,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":102,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":99,"\u6bcf\u4e2a\u5c42\u5728\u5176":105,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":135,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":123,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":101,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":99,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":105,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":99,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":99,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":56,"\u6bcf\u4e2a\u72b6\u6001":101,"\u6bcf\u4e2a\u7ebf\u7a0b":123,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":123,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":123,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":105,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":105,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":114,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":104,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":56,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":135,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":135,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":118,"\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":114,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":114,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":114,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":114,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":123,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":125,"\u6bcf\u6279\u6b21":123,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":104,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":104,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":135,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":55,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":111,"\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":133,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":134,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":133,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":105,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":123,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":123,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":123,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":123,"\u6bcf\u969410\u5206\u949f":34,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":135,"\u6bcfdot":123,"\u6bcflog":123,"\u6bcfsave":123,"\u6bcftest":123,"\u6bd4\u5982":[35,56,87,89,93,103,104,135],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":99,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":56,"\u6bd4\u5982\u5728":93,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":104,"\u6bd4\u5982\u5c06":78,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":128,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[127,129],"\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":114,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":91,"\u6bd4\u5982cento":95,"\u6bd4\u5982fpe":87,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":104,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6bd4\u5982pil\u5e93\u7b49":114,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":111,"\u6c34\u6e29":99,"\u6c49\u5ead":99,"\u6ca1":99,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":133,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":55,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[86,95],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[127,129],"\u6ce8":[34,93],"\u6ce8\u518c":106,"\u6ce8\u518ccpu":106,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[55,56],"\u6ce8\u518cop":106,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":106,"\u6ce8\u610f":[2,56,92,96,102,105,108,111,114,118,127,128,129],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":118,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":125,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":118,"\u6ce8\u91ca":106,"\u6cf3\u6c60":99,"\u6d41":99,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":104,"\u6d44":99,"\u6d4b\u8bd5":104,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":56,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":123,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":104,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":56,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":125,"\u6d4b\u8bd5docker\u955c\u50cf":78,"\u6d4b\u8bd5model_list":122,"\u6d4b\u8bd5oper":106,"\u6d4b\u8bd5save_dir":122,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":89,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":133,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":105,"\u6df1\u5165paddlepaddl":56,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":111,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":111,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":102,"\u6dfb\u52a0":55,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":106,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":118,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[55,56],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":106,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":106,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":106,"\u6e05\u7406":103,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":86,"\u6e29\u99a8":99,"\u6e90\u4ee3\u7801":135,"\u6e90\u4ee3\u7801\u683c\u5f0f":104,"\u6e90\u5e8f\u5217":102,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":103,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":133,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":133,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":133,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":134,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":134,"\u6fc0\u6d3b":105,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":56,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":135,"\u6fc0\u6d3b\u65b9\u7a0b":105,"\u6fc0\u6d3b\u7684\u7c7b\u578b":105,"\u70b9\u51fb":95,"\u70b9\u51fb\u8fd9\u91cc":108,"\u70ed\u60c5":99,"\u7136\u540e":[112,115,133],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":114,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":101,"\u7136\u540e\u4f7f\u7528":128,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":107,"\u7136\u540e\u5355\u51fb":104,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":119,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":118,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":134,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":99,"\u7136\u540e\u5728\u524d\u5411":55,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":93,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":91,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":86,"\u7136\u540e\u5b9a\u4e49":102,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":118,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":90,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u6240\u6709\u7528":104,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7136\u540e\u6253\u5370\u8f93\u51fa":96,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":134,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":104,"\u7136\u540e\u70b9\u51fb":104,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":118,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":105,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":118,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":118,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":86,"\u7136\u800c":[102,123],"\u7248\u672c":[92,95,103,128],"\u7248\u672c\u5206\u652f":78,"\u7248\u672c\u53f7":78,"\u7248\u672c\u53f7rc":78,"\u7248\u672c\u5728":104,"\u7248\u672c\u8bf4\u660e":95,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":78,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":89,"\u7279\u5f81\u56fe\u5747\u503c":134,"\u7279\u5f81\u56fe\u65b9\u5dee":134,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":134,"\u7279\u6709\u7684\u8bbe\u5907id":56,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":94,"\u72ec\u7acb\u5de5\u5177\u94fe":127,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":127,"\u73af\u5883\u53d8\u91cf":114,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":89,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":55,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":58,"\u7406\u89e3":103,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":112,"\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":104,"\u751f\u6210":118,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":58,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":108,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":102,"\u751f\u6210\u6587\u6863":58,"\u751f\u6210\u7684":35,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":111,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":118,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":89,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":105,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":104,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":111,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":106,"\u751f\u6210api\u6587\u6863":58,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":111,"\u7528":44,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":135,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":105,"\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":125,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":90,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":123,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":133,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":106,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":56,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":114,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":123,"\u7528\u4e8e\u7ba1\u7406mkl":56,"\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":90,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":102,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":114,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":55,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":56,"\u7528\u4e8emkl":[55,56],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":102,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":99,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":111,"\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":128,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":101,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":108,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":127,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":108,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":133,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":59,"\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":135,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":59,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":123,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":125,"\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":127,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":92,"\u7528\u6237\u53ef\u5c06":127,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":128,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":127,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":127,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":127,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":90,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":86,"\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":91,"\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":118,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":86,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":133,"\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":[127,128,129],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[90,91],"\u7528\u6237\u901a\u8fc7c":59,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":125,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[127,129],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":86,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":127,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":103,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":105,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":111,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":118,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":94,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":111,"\u7531":[90,101],"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":55,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":99,"\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":99,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":105,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":134,"\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":127,"\u7531\u4e8ec":58,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8eeigen":107,"\u7531\u4e8emkl":56,"\u7531\u4e8epypi":78,"\u7531\u4e8estep":101,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":107,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":56,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":98,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7535\u8111":99,"\u767b\u5f55\u5230head\u8282\u70b9":119,"\u7684":[95,99,103,104,107,115,118,128,135],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u5b50\u96c6":56,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":101,"\u7684\u4e3a0":123,"\u7684\u4efb\u4e00\u4e00\u79cd":89,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":107,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":98,"\u7684\u4fe1\u606f":56,"\u7684\u503c":[127,128,129],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":127,"\u7684\u504f\u7f6e\u5411\u91cf":105,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":106,"\u7684\u5185\u5b58":89,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":118,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":112,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":134,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":106,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":56,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":123,"\u7684\u53d8\u6362\u77e9\u9635":105,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":102,"\u7684\u5411\u91cf":105,"\u7684\u542f\u52a8\u53c2\u6570":118,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":118,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":111,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u7684\u5730\u65b9":104,"\u7684\u5747\u5300\u5206\u5e03":91,"\u7684\u57fa\u672c\u903b\u8f91":56,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":114,"\u7684\u5934\u6587\u4ef6":58,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":56,"\u7684\u5b9e\u73b0":106,"\u7684\u5e73\u5747\u503c":98,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":99,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":104,"\u7684\u5f00\u53d1\u6d41\u7a0b":103,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":106,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":111,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":111,"\u7684\u6027\u80fd\u6709\u95ee\u9898":111,"\u7684\u60c5\u51b5\u4e0b":55,"\u7684\u63a5\u53e3\u6837\u5f0f":58,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":104,"\u7684\u64cd\u4f5c":107,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":135,"\u7684\u6570\u76ee\u4e00\u81f4":98,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":104,"\u7684\u65b9\u7a0b":105,"\u7684\u65f6\u5019":56,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":89,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":99,"\u7684\u6700\u5c0f\u503c":123,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":104,"\u7684\u6784\u9020\u51fd\u6570":106,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":102,"\u7684\u6837\u5f0f":104,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":101,"\u7684\u6839\u76ee\u5f55":128,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":56,"\u7684\u683c\u5f0f\u5b58\u50a8":56,"\u7684\u6982\u5ff5":56,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":101,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":117,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":104,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":58,"\u7684\u7248\u672c":[103,129],"\u7684\u7248\u672c\u53f7":133,"\u7684\u7279\u5f81":134,"\u7684\u72b6\u6001":101,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":127,"\u7684\u77e9\u9635":[89,105],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":105,"\u7684\u7b2ci\u4e2a\u503c":105,"\u7684\u7b2cj\u4e2a\u503c":105,"\u7684\u7cfb\u7edf":103,"\u7684\u7ed3\u679c":55,"\u7684\u7ef4\u5ea6":133,"\u7684\u7f16\u5199":114,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":127,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":55,"\u7684\u89c4\u8303":58,"\u7684\u89d2\u5ea6":35,"\u7684\u8ba1\u7b97\u4ee3\u7801":107,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":106,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":135,"\u7684\u8bdd":89,"\u7684\u8be6\u7ec6\u4fe1\u606f":111,"\u7684\u8f93\u5165":101,"\u7684\u8f93\u51fa":112,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":112,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":102,"\u7684\u8f93\u51fa\u683c\u5f0f":99,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":102,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":89,"\u7684\u8fd0\u884c\u73af\u5883":103,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":104,"\u7684\u914d\u7f6e":133,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":103,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":104,"\u7684cpu":106,"\u7684flag":[55,56],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":114,"\u7684paddlepaddle\u5e93":127,"\u7684vanilla":55,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":114,"\u76ee\u524d":101,"\u76ee\u524d\u4f7f\u7528":104,"\u76ee\u524d\u53ea\u8003\u8651":56,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":56,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":56,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":129,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u652f\u6301":127,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":98,"\u76ee\u524d\u652f\u6301cento":97,"\u76ee\u524d\u652f\u6301fail":123,"\u76ee\u524d\u7684\u4f18\u5316":56,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":123,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":101,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":58,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":108,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":55,"\u76ee\u5f55":[93,103,115,117,118,127,128,129],"\u76ee\u5f55\u4e0b":[59,105,115,135],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":56,"\u76ee\u5f55\u4e0b\u627e\u5230":135,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":106,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":128,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":127,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":86,"\u76ee\u5f55\u4e2d":115,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[127,129],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":128,"\u76ee\u5f55\u4e2d\u7684":112,"\u76ee\u5f55\u4e2dpaddl":118,"\u76ee\u5f55\u548c":[127,128,129],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":118,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":127,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":129,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":135,"\u76ee\u6807\u5411\u91cf":102,"\u76ee\u6807\u5de5\u5177\u94fe":127,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[127,129],"\u76ee\u6807\u67b6\u6784":128,"\u76ee\u6807\u67b6\u6784abi":127,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":91,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":94,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":58,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":59,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":58,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":106,"\u76f4\u63a5\u8fd0\u884c":93,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":135,"\u76f8\u5173\u5c42":55,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":91,"\u76f8\u5bf9":99,"\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":135,"\u76f8\u5f53":99,"\u76f8\u6bd4":106,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":87,"\u77a7":97,"\u77e9\u9635":122,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":106,"\u77e9\u9635\u5927\u5c0f\u662f":55,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":104,"\u78c1\u76d8\u4e0d\u591f":103,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":87,"\u793a":135,"\u793a\u4f8b":[89,91,134],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":99,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":99,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":99,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":89,"\u793a\u4f8b\u5982\u4e0b":91,"\u793a\u4f8b\u7a0b\u5e8f":114,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":58,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":58,"\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":96,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":96,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":89,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":107,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":99,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":89,"\u79bb":99,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u79f0\u4e3a":[102,104],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":127,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":98,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":123,"\u79f0\u4f5c\u6709kernel":106,"\u79f0\u4f5ckernel":106,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":105,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":118,"\u7a00\u758f\u768401\u5411\u91cf":[2,96],"\u7a00\u758f\u7684\u5411\u91cf":[2,96],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":125,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":118,"\u7a0b\u5e8f\u4f9d\u8d56":114,"\u7a0b\u5e8f\u505c\u6b62":123,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":111,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":123,"\u7a20\u5bc6\u5411\u91cf":105,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":118,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,96],"\u7a97\u6237":99,"\u7acb\u523b\u9000\u51fa":89,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":92,"\u7ae0\u8282":127,"\u7aef\u53e3":87,"\u7aef\u7684":111,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":89,"\u7b2c":99,"\u7b2c\u4e00\u4e2a":104,"\u7b2c\u4e00\u4e2a\u53c2\u6570":106,"\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":99,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":78,"\u7b2c\u4e00\u5929":99,"\u7b2c\u4e00\u7ae0\u8282":96,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":134,"\u7b2c\u4e00\u884c\u662f":133,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":106,"\u7b2c\u4e09\u6b65":134,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":78,"\u7b2c\u4e8c\u4e2a":89,"\u7b2c\u4e8c\u4e2a\u4e3a":78,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":106,"\u7b2c\u4e8c\u6b65":[133,134],"\u7b2c\u4e8c\u7c7b":90,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":134,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":105,"\u7b49":[56,59,87,106],"\u7b49\u4e8e\u6837\u672c\u6570":89,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":59,"\u7b49\u53c2\u6570":118,"\u7b49\u6587\u4ef6":59,"\u7b49\u7b49":135,"\u7b80\u5199":106,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":106,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":106,"\u7b80\u5355\u6765\u8bf4":112,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":91,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":112,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":117,"\u7b80\u76f4":99,"\u7b97\u6cd5":[89,102],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":102,"\u7c7b\u4f3c":[59,98],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":105,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":122,"\u7c7b\u522bid":135,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":135,"\u7c7b\u540d\u548cc":58,"\u7c7b\u578b":[58,106,123],"\u7c7b\u578b\u4e3a":106,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":107,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":98,"\u7c7b\u578b\u540d\u4e3a":106,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":89,"\u7c7b\u578b\u662fsparse_binary_vector":[2,96],"\u7c7b\u578b\u662fsparse_float_vector":[2,96],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":99,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":106,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":106,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":105,"\u7c7b\u91cd\u5199":106,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":105,"\u7cfb\u6570":106,"\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":111,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":106,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":114,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":106,"\u7ea2\u697c\u68a6":133,"\u7ebf\u7a0bid\u53f7":125,"\u7ec6\u8282\u63cf\u8ff0":124,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":89,"\u7ed3\u5c3e":106,"\u7ed3\u675f\u6807\u8bb0":102,"\u7ed3\u6784\u5982\u4e0b\u56fe":133,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":111,"\u7ed3\u679c\u8f93\u51fa\u5230":103,"\u7ed3\u8bba":58,"\u7ed9":99,"\u7ed9\u4e2a\u7b80\u5355\u7684":104,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":101,"\u7edf\u4e00\u7528":35,"\u7ee7\u627f\u81ea":106,"\u7ee7\u627f\u81eaoperatorbas":106,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":99,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":99,"\u7ef4\u5ea6\u4e3aword_dim":135,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":135,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":135,"\u7ef4\u7a7a\u95f4":102,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":102,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":89,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":93,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":93,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":118,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":118,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":111,"\u7f16\u5199\u7684\u90e8\u5206":95,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":114,"\u7f16\u53f7\u4ece0\u5f00\u59cb":89,"\u7f16\u7801\u5411\u91cf":102,"\u7f16\u7801\u5668\u8f93\u51fa":102,"\u7f16\u7801\u6e90\u5e8f\u5217":102,"\u7f16\u8bd1":[93,103,104,127],"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":108,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":129,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[127,128],"\u7f16\u8bd1\u5668":[127,128,129],"\u7f16\u8bd1\u5668\u6ca1\u6709":58,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":127,"\u7f16\u8bd1\u578b\u8bed\u8a00":58,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":88,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":127,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":108,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":92,"\u7f16\u8bd1\u5de5\u5177\u94fe":127,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":129,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":111,"\u7f16\u8bd1\u6210\u529f\u540e":106,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":123,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":111,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":56,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":111,"\u7f16\u8bd1\u65f6\u6307\u5b9a":111,"\u7f16\u8bd1\u751f\u6210":108,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":78,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":78,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":78,"\u7f16\u8bd1c":59,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":78,"\u7f16\u8bd1paddlepaddl":92,"\u7f16\u8bd1ubuntu\u7684deb\u5305":78,"\u7f29\u653e\u53c2\u6570":134,"\u7f51\u7edc\u540d\u79f0":135,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":105,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":105,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":105,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":105,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":123,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":105,"\u7f51\u7edc\u6a21\u5757":134,"\u7f51\u7edc\u901a\u4fe1":105,"\u7f51\u7edc\u914d\u7f6e":135,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":134,"\u800c":[90,102,111],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":107,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":59,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":58,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":90,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":86,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":99,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":59,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":114,"\u800c\u4e14\u5305\u542b\u4e86c":95,"\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":95,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":123,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":112,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":112,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":125,"\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":99,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":106,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":90,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":134,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":107,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":58,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":58,"\u800c\u5b89\u88c5\u5305":[86,95],"\u800c\u5b89\u88c5\u5305\u662f":[86,95],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":99,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":99,"\u800c\u5bf9\u4e8egolang":58,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":58,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":99,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":112,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":89,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":59,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":112,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":122,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":102,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":96,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":125,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":107,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":99,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":99,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":104,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":92,"\u800ceigenvector":107,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":101,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":58,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":96,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":96,"\u8054\u901a":114,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":101,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":101,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":135,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":101,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":90,"\u80fd\u83b7\u53d6":115,"\u811a\u672c":[103,127],"\u811a\u672c\u5f00\u59cb\u65f6":118,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":104,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":115,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":101,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":127,"\u81ea\u52a8\u751f\u6210":108,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":102,"\u81ea\u52a8\u9009\u62e9":128,"\u81ea\u5e95\u5411\u4e0a\u6cd5":135,"\u81ea\u6b64":[127,128],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":103,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":125,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":59,"\u81f3\u5c11\u5305\u542bgcc_3":95,"\u81f3\u5c11\u5305\u542bglibcxx_3":95,"\u81f3\u6b64":[2,99,104],"\u8212\u9002":99,"\u826f\u597d\u7684\u6587\u6863":58,"\u8282\u70b9":[114,119],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":56,"\u82e5":105,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":91,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":128,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[127,129],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":98,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":112,"\u82e5\u6709\u5fc5\u8981":105,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":128,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":127,"\u82e5\u73af\u5883\u53d8\u91cf":[127,128,129],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":90,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":98,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":98,"\u82f1\u6587\u6587\u6863":108,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":108,"\u8303\u56f4":125,"\u83b7\u53d6":104,"\u83b7\u53d6\u5229\u7528":135,"\u83b7\u53d6\u53ef\u9009\u7684tag":93,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":95,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":86,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u83b7\u53d6\u6e90\u7801":103,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":135,"\u83b7\u53d6trainer":118,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":105,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":93,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":115,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":119,"\u865a\u62df\u673a\u4e0a":103,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":59,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":114,"\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":122,"\u884c":133,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":134,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":111,"\u8865\u5145\u4e0a\u6b21\u7684commit":104,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":105,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":105,"\u8868\u793a":106,"\u8868\u793a\u4e3adeviceid":125,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":56,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":99,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":115,"\u8868\u793a\u6570\u636e\u7c7b\u578b":106,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":135,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":106,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":118,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":135,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":135,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":118,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":129,"\u88ab":104,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":114,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"\u88ab\u653e\u5728":105,"\u88ab\u79f0\u4e3a":102,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":112,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":118,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":98,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":101,"\u8981\u8c03\u7528":105,"\u89e3\u51b3\u529e\u6cd5\u662f":86,"\u89e3\u51b3\u65b9\u6848\u662f":91,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":118,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":102,"\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":102,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u89e3\u91ca":135,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":58,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":58,"\u8ba1\u5212\u5728":[55,56],"\u8ba1\u7b97":[102,114],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":102,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":105,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":90,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":102,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":105,"\u8ba1\u7b97\u8282\u70b9":114,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":114,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":105,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":105,"\u8ba1\u7b97\u8f93\u51fa":105,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":114,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":107,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":135,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":59,"\u8bad\u7ec3":122,"\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":78,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":115,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":112,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":89,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":114,"\u8bad\u7ec3\u65f6":118,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":135,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":102,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":78,"\u8bad\u7ec3\u7a0b\u5e8f":114,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":118,"\u8bad\u7ec3\u811a\u672c":135,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":135,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":118,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":89,"\u8bad\u7ec3\u8f6e\u6b21":135,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":89,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":122,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":123,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":123,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":123,"\u8bad\u7ec3dot_period":122,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":78,"\u8bb0\u5fc6\u6a21\u5757":102,"\u8bba\u6587":134,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":115,"\u8bbe\u4e3a\u672c\u5730":115,"\u8bbe\u5b9a":90,"\u8bbe\u7f6e":[59,89,90,92,127,128],"\u8bbe\u7f6e\u4e3a":105,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":90,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":123,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":123,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":90,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":91,"\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":91,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[89,109],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":91,"\u8bbe\u7f6e\u6210":91,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":89,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":105,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":106,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":125,"\u8bbe\u7f6egpu":123,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":111,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":118,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":135,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":104,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":104,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":104,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":104,"\u8bc6\u522b\u6570\u5b57":78,"\u8bcd\u5411\u91cf":[78,133],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":133,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":133,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":112,"\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":123,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":123,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":123,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":123,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":123,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":123,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":123,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":123,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":123,"\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":105,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":135,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":123,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":105,"\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":92,"\u8be5\u6570\u636e\u96c6":133,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":123,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":55,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":134,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":111,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":135,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":102,"\u8be5\u7c7b\u7684":106,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":105,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":56,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":127,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":134,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":105,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":90,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":99,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":106,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":115,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":135,"\u8be6\u7ec6\u53c2\u8003":92,"\u8be6\u7ec6\u53ef\u53c2\u8003":104,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":134,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":89,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":135,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":92,"\u8be6\u7ec6\u89c1":98,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":78,"\u8bed\u8a00\u6a21\u578b":133,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":111,"\u8bf4\u660e":[34,92,95],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":104,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":105,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":106,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":93,"\u8bf7\u4fdd\u8bc1travi":104,"\u8bf7\u5148\u4f7f\u7528":[127,128,129],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":125,"\u8bf7\u53c2\u8003":[2,59,86,89,96,99,105,106,135],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":135,"\u8bf7\u53c2\u89c1":104,"\u8bf7\u53c2\u9605":102,"\u8bf7\u5728\u8be5pull":104,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":104,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":104,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":108,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":123,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":106,"\u8bf7\u67e5\u770b":133,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":95,"\u8bf7\u6ce8\u610f":[102,106,117,133],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":104,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":103,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":104,"\u8bf7\u76f4\u63a5\u586b\u51450":91,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":125,"\u8bf7\u786e\u4fdd":104,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":104,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":104,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":104,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":86,"\u8bf7\u9075\u5b88":104,"\u8bf7\u91c7\u7528":104,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":125,"\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":118,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":118,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":118,"\u8c03\u7528":[105,128],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":107,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[127,128],"\u8c03\u7528\u7528":111,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":114,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":106,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":105,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":135,"\u8d21\u732e\u6587\u6863":108,"\u8d77":99,"\u8def\u5f84\u4e0b":134,"\u8df3\u8f6c\u5230":104,"\u8df3\u8fc7":89,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":56,"\u8f6c\u6362\u5197\u4f59":55,"\u8f6c\u6362\u51fd\u6570":56,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":55,"\u8f6c\u6362\u8fc7\u6765\u7684":134,"\u8f83":99,"\u8f93\u5165":[98,102],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":111,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":101,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":101,"\u8f93\u5165\u5c42\u5c3a\u5bf8":134,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":89,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":99,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":99,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":99,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":125,"\u8f93\u5165\u6587\u672c":133,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":133,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":105,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":105,"\u8f93\u5165\u68af\u5ea6":56,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":134,"\u8f93\u5165\u7684":133,"\u8f93\u5165\u7684\u540d\u5b57":105,"\u8f93\u5165\u7684\u5927\u5c0f":105,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":133,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":133,"\u8f93\u5165\u7684\u7c7b\u578b":105,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":96,"\u8f93\u5165n\u4e2a\u5355\u8bcd":135,"\u8f93\u51fa":[98,102,106],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":101,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":135,"\u8f93\u51fa\u51fd\u6570":102,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":98,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":101,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":56,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":133,"\u8f93\u51fa\u67092\u5217":133,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":134,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":133,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":133,"\u8f93\u51fa\u7684\u68af\u5ea6":123,"\u8f93\u51fa\u76ee\u5f55":134,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":117,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":99,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":89,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":55,"\u8fd0\u884c\u4e00\u4e2a":103,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":106,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":133,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":133,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":103,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":106,"\u8fd0\u884c\u5931\u8d25":125,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":133,"\u8fd0\u884c\u5b8c\u6210\u540e":115,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":111,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":111,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":133,"\u8fd0\u884c\u65e5\u5fd7":115,"\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":111,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":92,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":118,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":129,"\u8fd1":99,"\u8fd1\u671f\u76ee\u6807":56,"\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":[2,96],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":78,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":105,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":106,"\u8fd8\u4f1a":99,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":92,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":127,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":104,"\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":89,"\u8fd8\u662f":99,"\u8fd8\u662f\u4ece":35,"\u8fd8\u662f\u865a\u62df\u673a":103,"\u8fd8\u6709":99,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":114,"\u8fd8\u9700\u8981\u91cd\u5199":106,"\u8fd9":[89,99,135],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":91,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":112,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":59,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":55,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":59,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":90,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":101,"\u8fd9\u4e09\u4e2a\u5206\u652f":78,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":135,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":111,"\u8fd9\u4e2a":[95,99,103],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":89,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":89,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":106,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":55,"\u8fd9\u4e2a\u51fd\u6570\u7684":102,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":99,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":102,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":59,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":59,"\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":118,"\u8fd9\u4e2a\u57fa\u7c7b":105,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":59,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":101,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":108,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":58,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":99,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":58,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":108,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":135,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":111,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":59,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":99,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":105,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":105,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":59,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":59,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":103,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":106,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":101,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":104,"\u8fd9\u4e2a\u9009\u62e9":[55,56],"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":133,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":102,"\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":59,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e2aissu":103,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":118,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":101,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":89,"\u8fd9\u4e9b\u4f1a\u5728":[55,56],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":114,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":106,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":56,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf":114,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":118,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":105,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":89,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":89,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":134,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":134,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":134,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":99,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":105,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":104,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":104,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":105,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":99,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":92,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":106,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":103,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":104,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":104,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":99,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":99,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":102,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":58,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":106,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":106,"\u8fd9\u610f\u5473\u7740":102,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":125,"\u8fd9\u65f6":89,"\u8fd9\u65f6\u5728\u4f7f\u7528":91,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":89,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":91,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":91,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":98,"\u8fd9\u662f\u56e0\u4e3a":58,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":104,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":99,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":86,"\u8fd9\u6837":[59,114],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":56,"\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":114,"\u8fd9\u6837\u4fdd\u8bc1":78,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":103,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":89,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":92,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":125,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":103,"\u8fd9\u6837\u5bb9\u5668\u7684":118,"\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\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":56,"\u8fd9\u6837\u5f53\u8be5pull":104,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":56,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":114,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":105,"\u8fd9\u6837\u7684\u8bdd":117,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":114,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":112,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":105,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":91,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":105,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":89,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":90,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":125,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":102,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":101,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":118,"\u8fd9\u7bc7":93,"\u8fd9\u7bc7\u6587\u6863":104,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":129,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":103,"\u8fd9\u7bc7\u6587\u7ae0":103,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":99,"\u8fd9\u884c\u547d\u4ee4\u4e2d":111,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":102,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":58,"\u8fd9\u91cc":[56,91,92,102,104,118,134],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":106,"\u8fd9\u91cc\u4ee5":135,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":111,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":99,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":89,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":135,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":96,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":105,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":118,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":135,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":89,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":115,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":107,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":135,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":135,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":111,"\u8fdb\u4e00\u6b65\u4f18\u5316":56,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":104,"\u8fdb\u5165\u5bb9\u5668":117,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":118,"\u8fdb\u7a0b\u7684":115,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":118,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":118,"\u8fdb\u7a0b\u9700\u8981\u7684":118,"\u8fdb\u800c\u591a\u673a":111,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":111,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":111,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":78,"\u8fdb\u884c\u4e86":99,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":118,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":118,"\u8fdb\u884c\u56de\u590d":104,"\u8fdb\u884c\u5f00\u53d1":104,"\u8fdb\u884c\u62c6\u89e3":99,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":105,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":127,"\u8fdb\u884c\u8bbe\u7f6e":106,"\u8fdb\u884c\u9884\u6d4b":135,"\u8fdb\u884cpython\u4e0ec":111,"\u8fdb\u9636\u6307\u5357":[96,126],"\u8fde\u63a5":101,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":114,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":114,"\u9000\u51fa\u5bb9\u5668":117,"\u9002\u4e2d":99,"\u9009":99,"\u9009\u62e9":99,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":93,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":56,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":135,"\u9009\u62e9\u76ee\u6807\u5206\u652f":104,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":123,"\u9009\u9879":[92,103,133],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":122,"\u901a\u5e38":[59,106,111],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":118,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":114,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":125,"\u901a\u5e38\u4f7f\u7528cento":95,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":91,"\u901a\u5e38\u540d\u5b57\u662f":104,"\u901a\u5e38\u60c5\u51b5\u4e0b":112,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":117,"\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":129,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":102,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":105,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":99,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":111,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":125,"\u901a\u7528":122,"\u901a\u77e5":99,"\u901a\u8fc7":[89,99,104,105,106,135],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":101,"\u901a\u8fc7\u4f7f\u7528":92,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":55,"\u901a\u8fc7\u51fd\u6570":118,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":89,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":101,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":101,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":104,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":135,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":59,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":96,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":105,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":114,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":106,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":135,"\u901a\u8fc7data":101,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":129,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u903b\u8f91\u56de\u5f52":135,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":90,"\u9053\u6b49":99,"\u9069":99,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":104,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":78,"\u9075\u5faa\u6587\u7ae0":133,"\u90a3\u4e48":[59,101,105],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":101,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":91,"\u90a3\u4e48\u5728":106,"\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":91,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":56,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":56,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":91,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":103,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":91,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":102,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":102,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":91,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":89,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":86,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":103,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":91,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":89,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":125,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":112,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":112,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":91,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":112,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":112,"\u90fd":99,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":56,"\u90fd\u4e0d\u9700\u8981":103,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":123,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":99,"\u90fd\u53ef\u4ee5\u8fd0\u884c":103,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":56,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":98,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":99,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":58,"\u90fd\u7528":104,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":104,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":105,"\u914d\u7f6e\u5982\u4e0b":133,"\u914d\u7f6e\u6253\u5f00":112,"\u914d\u7f6e\u6587\u4ef6":135,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":105,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":103,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":133,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":102,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":105,"\u914d\u7f6eapi":98,"\u9152\u5e97":99,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":123,"\u91c7\u7528multi":91,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc":103,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":103,"\u91cc\u5b8c\u6210":106,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":58,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":134,"\u91cc\u7684":103,"\u91cc\u7684\u65e5\u5fd7":115,"\u91cc\u7684\u6e90\u7801":103,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":103,"\u91cc\u9762":106,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":127,"\u91cc\u9762\u6dfb\u52a0":56,"\u91cd\u5199\u7236\u7c7blayer\u7684":56,"\u91cd\u547d\u540d\u6210":58,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":112,"\u9488\u5bf9\u4e0d\u540c\u7684":128,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":117,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":89,"\u94fe\u63a5\u4e2d\u627e\u5230":95,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":92,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":58,"\u94fe\u63a5\u5f85\u8865\u5145":135,"\u9519\u8bef\u5904\u7406":58,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":58,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":58,"\u9519\u8bef\u7387":135,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":91,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":103,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":117,"\u957f\u5ea6":89,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":102,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":102,"\u95f4\u9694":135,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":123,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":123,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":108,"\u9664\u4e86boot_lay":99,"\u9664\u53bbdata\u5c42":135,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":59,"\u9664\u6b64\u4e4b\u5916":89,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":133,"\u9664\u96f6\u7b49\u95ee\u9898":89,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":104,"\u968f\u673a\u6570\u7684\u79cd\u5b50":123,"\u968f\u673a\u6570seed":122,"\u9694\u5f00":[114,134],"\u96c6\u6210\u5230":55,"\u96c6\u6210\u5230paddlepaddl":56,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":123,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":117,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":114,"\u96c6\u7fa4\u4efb\u52a1":115,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":115,"\u96c6\u7fa4\u6d4b\u8bd5":122,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":114,"\u96c6\u7fa4\u8bad\u7ec3":122,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":88,"\u96c6\u7fa4\u8fdb\u7a0b":115,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":106,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":112,"\u9700\u8981":[35,103,106],"\u9700\u8981\u4e3a":106,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":118,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":95,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":104,"\u9700\u8981\u4fee\u6539build":78,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[86,95],"\u9700\u8981\u5355\u72ec":93,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":104,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":118,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":106,"\u9700\u8981\u5728":106,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":117,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":108,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":59,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":128,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":134,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":89,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":78,"\u9700\u8981\u5f15\u7528":59,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":103,"\u9700\u8981\u6267\u884c":[92,95,97],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":99,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":96,"\u9700\u8981\u660e\u786e\u6307\u5b9a":123,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":58,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":118,"\u9700\u8981\u6ce8\u610f":106,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[56,78,89,123],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":105,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":99,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":127,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":90,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":56,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":59,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":103,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":101,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":78,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":107,"\u975e\u5e38\u6570":105,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":105,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":127,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":127,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":103,"\u987a\u5e8f":99,"\u9884\u63d0\u4ea4\u94a9\u5b50":104,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":134,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":135,"\u9884\u6d4bid":135,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":133,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":133,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":134,"\u989d\u5916\u7684\u53c2\u6570":135,"\u9996\u5148":[2,99,102,105,133,134,135],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":92,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":104,"\u9996\u5148\u5b9a\u4e49":106,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":105,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":105,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":91,"\u9996\u5148\u901a\u8fc7":104,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":96,"\u9a71\u52a8":108,"\u9ad8\u4eae\u90e8\u5206":99,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":102,"\u9ad8\u65af\u5206\u5e03":91,"\u9ed8\u8ba4":[2,123],"\u9ed8\u8ba40":114,"\u9ed8\u8ba41":114,"\u9ed8\u8ba4127":114,"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba47164":114,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":135,"\u9ed8\u8ba4\u4e0d\u663e\u793a":123,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":101,"\u9ed8\u8ba4\u4e3a0":[123,125],"\u9ed8\u8ba4\u4e3a1":[2,125],"\u9ed8\u8ba4\u4e3a100":125,"\u9ed8\u8ba4\u4e3a4096mb":123,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":101,"\u9ed8\u8ba4\u4e3anull":123,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":89,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":123,"\u9ed8\u8ba4\u4f7f\u7528mkl":92,"\u9ed8\u8ba4\u503c":[92,98,125,128],"\u9ed8\u8ba4\u503c\u4e3a":[127,128,129],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":128,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":101,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[91,115],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":91,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":99,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":93,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":93,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":117,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":128,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":55,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":125,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[127,129],"\u9ed8\u8ba4\u8c03\u7528":103,"\u9ed8\u8ba4fals":114,"abi\u7684paddlepaddle\u5e93":127,"abstract":[43,47,65,77,79],"adamax\u7b49":135,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":135,"android\u5b98\u65b9\u63d0\u4f9b\u7684":127,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":127,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":127,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":130,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":127,"api\u4e0d\u5c0f\u4e8e21":127,"api\u4e2d\u4f7f\u7528":58,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"api\u5bf9\u6bd4\u4ecb\u7ecd":100,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":59,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":59,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":127,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":95,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":59,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u751f\u6210":106,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":59,"api\u63a5\u53e3\u7684\u751f\u6210":106,"api\u6587\u6863":[127,128],"api\u65f6":59,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":59,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":59,"api\u66b4\u9732\u7684\u7c7b\u578b":59,"api\u6765\u9884\u6d4b":[127,128],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":59,"api\u7684\u5934\u6587\u4ef6":[127,128,129],"api\u7684\u5b9e\u4f8b":59,"api\u7684\u5b9e\u73b0\u7ec6\u8282":59,"api\u7684\u63a5\u53e3":59,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":59,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":59,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":59,"api\u7ea7\u522b":127,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":127,"api\u7ea7\u522b\u4e3a21":127,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":59,"api\u9759\u6001\u5e93":128,"api\u9884\u6d4b\u5e93":128,"apis\u505a\u4e86\u5c01\u88c5":55,"app\u4e2d":[127,128],"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":128,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":91,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":93,"avx\u7248\u672c":93,"avx\u7684\u955c\u50cf":93,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":114,"batch\u4e2d\u5305\u542b":89,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":123,"batches\u6b21":123,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":93,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":78,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":93,"book\u7684":96,"book\u7684docker\u955c\u50cf":93,"bool\u578b\u53c2\u6570":2,"boolean":[21,43,45,52,58],"break":[13,32,84],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":78,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":78,"byte":[15,44,57,91],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":58,"c\u6709\u6807\u51c6\u7684abi":58,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":58,"case":[8,20,21,36,43,47,59,65,68,70,71,75,112,116,131],"cc\u4e2d\u7684":107,"cells\u7b49":90,"char":38,"class":[5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,58,62,63,67,71,75,76,77,79,80,81,82,84,91,105,106,107,113],"cmake\u4e2d\u5c06":112,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":127,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":86,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":127,"cmake\u7f16\u8bd1\u65f6":92,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[127,128,129],"cmake\u914d\u7f6e\u4e2d\u5c06":112,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[127,128,129],"compute\u51fd\u6570":55,"const":[31,36,38,46,53,54,66,68,76,79,81,82,83,84,105,106,107],"container\u4e2d":117,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":59,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":59,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":59,"core\u6982\u5ff5":59,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":96,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":91,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":125,"count\u548cgpu":125,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":106,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":106,"cuda\u5b9e\u73b0\u5728":106,"cuda\u5e93":123,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":106,"cudnn\u5e93":[92,123],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":111,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":107,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":118,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":99,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":99,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,135],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":89,"deb\u5305":78,"deb\u5305\u7f16\u8bd1\u95ee\u9898":78,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":101,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":101,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":101,"decoer\u67b6\u6784":101,"default":[6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,57,60,61,68,69,79,80,81,85,110,116,117,118,125,127,131],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":56,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":92,"distributed\u5206\u5e03\u5f0f":114,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":56,"dnn\u4e2d\u7684":56,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":56,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"dnn\u4f1a\u7528\u5230":56,"dnn\u5171\u540c\u4f7f\u7528":56,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":56,"dnn\u5728\u53d1\u5e03":56,"dnn\u5b9e\u73b0":56,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":56,"dnn\u6570\u5b66\u5e93":92,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":56,"dnn\u7684":56,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":56,"dnn\u7684\u6027\u80fd":56,"dnn\u7684\u60c5\u51b5\u4e0b":56,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":56,"dnn\u7684\u6d4b\u8bd5":56,"dnn\u7684\u73af\u5883\u4e0b":56,"dnn\u7684\u76f8\u5173\u529f\u80fd":56,"dnn\u7684\u7ed3\u679c":56,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":56,"dnn\u7684layer":56,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":56,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":114,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":108,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":108,"docker\u5b98\u7f51":93,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":127,"docker\u7684\u5b98\u7f51":108,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":92,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":127,"docker\u955c\u50cf":93,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":93,"docker\u955c\u50cf\u9ed8\u8ba4":93,"dockerhub\u7f51\u7ad9":93,"double\u7c7b\u578b\u65f6\u4e3a8":91,"dropout\u7684\u6bd4\u4f8b":105,"eigenscalar\u7684\u8f6c\u6362":107,"elec\u6d4b\u8bd5\u96c6":135,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":135,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":99,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":101,"encoder\u8f93\u51fa":101,"entropy\u4f5c\u4e3acost":91,"enum":[36,38,60,67,80,81,85],"export":[47,51,86,93,108,114],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,96],"fabric\u96c6\u7fa4":114,"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":125,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":125,"final":[8,9,30,51,61,62,84],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":107,"float":[2,6,7,8,10,13,21,46,53,81,82,83,106,107,112,134],"float\u7b49":125,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":107,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":107,"full\u53c2\u6570\u63d0\u4ea4":87,"function":[8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,61,62,65,66,67,68,70,71,73,75,76,77,79,81,83,84,102,110,111,131],"function\u4f7f\u7528":90,"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":104,"github\u9996\u9875":104,"glibc\u81f3\u5c11\u5305\u542bglibc_2":95,"golang\u53ef\u4ee5\u4f7f\u7528":58,"golang\u7684":58,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":114,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":92,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":112,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":109,"gpu\u6267\u884c":107,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":123,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":86,"group\u6559\u7a0b":100,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":90,"gru\u6216lstm":102,"gru\u6a21\u578b":135,"gru\u6a21\u578b\u914d\u7f6e":135,"h\u5e76\u4e0d\u56f0\u96be":58,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":108,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,96],"id\u4e3a0\u7684\u6982\u7387":135,"id\u4e3a1\u7684\u6982\u7387":135,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":123,"id\u6307\u5b9a\u7684gpu":125,"id\u65e0\u6548":123,"image\u91cc":117,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"imikolov\u6570\u636e\u96c6":114,"import":[2,4,7,8,29,31,32,49,51,52,61,62,67,73,79,95,96,97,106,114,116,133,134],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":89,"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":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,58,59,67,69,70,72,80,81,82,84,85,99,105,107,114,125],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":58,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":128,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":130,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":114,"issue\u7f16\u53f7":104,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":118,"job\u7684\u540d\u5b57":118,"kernel\u5b9e\u73b0":106,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":106,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":106,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":118,"kubernetes\u5355\u673a":114,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":118,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":118,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":117,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":99,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":99,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":98,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":90,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":101,"layer\u65f6":[56,90],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":96,"layer\u7684\u540e\u9762\u63a5\u6709cpu":56,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":105,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":90,"linux\u4e2d":93,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":78,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":125,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":125,"long":[8,9,13,47],"lstm\u6a21\u578b":135,"lstm\u6a21\u578b\u914d\u7f6e":135,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":101,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":102,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":102,"memory\u53ea\u80fd\u5728":101,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":99,"memory\u6307\u5411\u4e00\u4e2alay":101,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":102,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":99,"memory\u7684":102,"memory\u7684\u521d\u59cb\u72b6\u6001":101,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":99,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":101,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":102,"memory\u7684i":101,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":101,"mkl\u5e93\u7684":55,"mklml\u4ee5\u53camkl":56,"mklml\u53ef\u4ee5\u4e0emkl":56,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":56,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u4e0b\u7684\u7ed3\u679c":55,"model\u505a\u5206\u652f\u7ba1\u7406":78,"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":118,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":127,"new":[8,13,30,31,32,33,36,37,38,39,40,46,47,55,60,62,65,69,70,71,74,75,77,81,84,104,105,116,131],"normalization\u5c42":134,"normalization\u5c42\u7684\u53c2\u6570":134,"note\u7684\u4e66\u5199":78,"null":[51,105,123],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":114,"num_gradient_servers\u53c2\u6570":118,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":91,"only\u7684\u4e8c\u8fdb\u5236":92,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":106,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":106,"op\u5b9a\u4e49":106,"op\u6709\u8ba1\u7b97\u51fd\u6570":106,"op\u6ce8\u518c\u5b9e\u73b0\u5728":106,"op\u7684\u4fe1\u606f":56,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":106,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":56,"openmpi\u96c6\u7fa4":114,"opprotomake\u5b9a\u4e49":106,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":108,"org\u76ee\u524d\u9075\u5faa":78,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":99,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":107,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":118,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":107,"packages\u91cc\u9762":86,"packages\u91cc\u9762\u7684python\u5305":86,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":55,"packed\u76f8\u5173\u529f\u80fd":55,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":92,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":58,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":99,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":89,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":58,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":58,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":58,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":59,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":58,"paddle\u7684c":59,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":59,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":58,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":59,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":58,"paddle_\u7c7b\u578b\u540d":59,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":59,"paddlepaddle\u4e2d":[98,101],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":99,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":56,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":90,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":96,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[127,128],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":96,"paddlepaddle\u4e3ano":93,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":92,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":135,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":90,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":114,"paddlepaddle\u4f7f\u7528\u5747\u503c0":91,"paddlepaddle\u4f7f\u7528avx":86,"paddlepaddle\u4f7f\u7528git":78,"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":91,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":91,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":95,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":114,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":95,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":92,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":114,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":135,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":99,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":105,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":99,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":90,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":92,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,96],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":95,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":135,"paddlepaddle\u5c06\u4f1a\u6839\u636e":128,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":128,"paddlepaddle\u5c06\u6839\u636e":127,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[127,128,129],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":128,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":78,"paddlepaddle\u63d0\u4f9b":94,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u652f\u6301":92,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":96,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":97,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":89,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":89,"paddlepaddle\u6587\u6863\u4f7f\u7528":108,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":96,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":78,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":78,"paddlepaddle\u7684":117,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":78,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":89,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":91,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":117,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":114,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":127,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":90,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":108,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":108,"paddlepaddle\u7684\u6e90\u7801":104,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":92,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":56,"paddlepaddle\u7684bas":105,"paddlepaddle\u7684c":127,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":128,"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":127,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":129,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":129,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":127,"paddlepaddle\u7684dock":117,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":99,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":91,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":91,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":92,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":127,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":127,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":135,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":101,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":101,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":118,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":123,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":123,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":123,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":123,"passes\u8f6e":123,"patch\u53f7":78,"patch\u53f7\u52a0\u4e00":78,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":125,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":111,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":123,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":123,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":123,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":123,"period\u6574\u9664":123,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":123,"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":129,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":130,"pi\u7248\u672c\u7684\u5e93":129,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":129,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":129,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":129,"pi\u7cfb\u7edf\u7684\u7248\u672c":129,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":94,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":135,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":114,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":114,"public":[14,18,31,46,48,53,76,79,81,82,84,105,106,107,116,117],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":93,"py\u4e2d":78,"py\u7a0b\u5e8f":95,"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":[1,3,89,135],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":89,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":78,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":95,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":86,"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":105,"python\u5e93yep":111,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":111,"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":118,"release\u9875\u9762":78,"request\u524d":104,"request\u7684":104,"request\u88ab\u5408\u5e76\u540e":104,"resnet\u7684mkl":56,"return":[2,6,8,9,11,13,14,15,18,21,28,29,30,31,35,36,38,41,42,46,48,49,51,53,54,61,62,63,67,68,69,71,74,76,79,81,82,84,91,96,99,102,105,107,116,118,134],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":99,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":99,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":101,"rnn\u6a21\u578b":135,"rnn\u76f8\u5173\u6a21\u578b":109,"rnn\u90e8\u5206\u4e2d":55,"rnn\u914d\u7f6e":100,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"search\u7684\u65b9\u6cd5":123,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":99,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":101,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":123,"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":134,"short":[8,9,46,49,69,79,84],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":86,"size\u4e3a512":123,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":89,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":89,"size\u7684\u503c":2,"softmax\u5c42":133,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":105,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":89,"static":[28,38,59,79,81,116,131],"step\u51fd\u6570\u4e2d\u7684memori":101,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":101,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":128,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":98,"super":[69,105],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":58,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":58,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"swig\u76f4\u63a5\u8bfb\u53d6c":58,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":58,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[31,59,74,116],"tag\u4e3a":78,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":107,"tensor\u5230eigentensor":107,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":107,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":107,"tensor\u6a21\u5757\u5bf9el":107,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":106,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":107,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":107,"tests\u7684paddlepaddl":104,"tflops\u4e86":112,"throw":116,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":111,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":114,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":96,"trainer\u8282\u70b9\u4e2a\u6570":114,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":114,"true":[6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,55,63,67,68,70,78,81,84,89,91,99,102,105,116,118,125,134],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"try":[32,33,36,37,38,47,51,70,79,86],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":59,"type\u6307\u5b9a\u4e3a":111,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":111,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":78,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":90,"unsupported\u6a21\u5757":106,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":123,"utf8\u7f16\u7801":133,"v1\u7248\u672c":86,"var":[31,48,50,52,63,67,68,69,75,79,84,108],"vector\u662frank\u4e3a1\u7684tensor":107,"void":[31,36,38,43,46,48,53,57,58,59,67,68,80,81,82,83,105,106,107],"w0\u548c":134,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":134,"wheel\u5305":78,"while":[6,13,21,31,40,47,51,54,62,65,66,70,77,79,82,118],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":107,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":102,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":99,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":99,"x86_64\u548cmaco":86,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":96,"x\u548cwindow":127,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":96,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":118,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":118,"zero\u4e09\u79cd\u64cd\u4f5c":123,AGE:[116,117],AWS:[13,35,120,121],And:[7,8,10,13,14,15,21,28,30,36,40,41,43,49,51,60,64,70,79,82,116],But:[8,9,13,21,30,48,54,60,79,86,131],EOS:8,For:[4,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,57,60,61,62,65,66,67,68,69,70,71,74,75,76,77,80,81,82,83,85,110,112,131],IDE:103,IDs:[14,21,40,62],IRs:71,Into:116,Its:[7,80,116],K8s:131,NMS:8,NOT:69,Not:[29,33,131],OPs:[71,73],One:[7,9,21,28,30,40,57,60,74,79,83],Ops:[75,77,81],PFS:44,QoS:117,Such:[53,69,84],TLS:[29,44,116],That:[8,13,64],The:[2,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,45,46,51,54,57,59,61,62,64,65,67,68,69,70,71,73,74,77,79,80,81,82,83,84,85,105,106,107,110,113,116,118,132,135],Their:[8,33],Then:[8,9,48,53,64,68,110,116],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,60,61,62,65,66,69,71,77,79,80,82,116],These:[7,15,31,46,50,63,77,80,81],Use:[7,13,29,45,70,72,75,110,116],Used:[9,18,22,75,82],Using:[33,47,65,70,75,77,79],VPS:116,Will:[13,28,96],With:[8,9,47,64,67,84],YES:41,Yes:[56,93],___embedding_0__:118,___embedding_1__:118,___fc_layer_0__:116,__align__:46,__cuda_align__:46,__device__:46,__doc__:81,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:81,__init__:[42,49,63,69,84,105,110,111],__main__:[4,49,134],__name__:[4,49,134],__param_conf__:28,__rnn_step__:102,__square_error_cost_0__:118,__tmp_params__:28,__va_args__:76,__x:46,_binari:32,_create_global_var:69,_dtype:51,_librari:32,_link:9,_loss:49,_op:[51,106],_proj:8,_recurrent_group:102,_res2_1_branch1_bn:134,_source_language_embed:[102,133],_target_language_embed:[102,133],_test:32,_update_op:42,_value_index:51,a75:46,a_op:106,aaaaa:35,aaaaaaaaaaaaa:116,abbrevi:15,abc:8,abil:49,abl:[8,29,53,63,69,71,74,85,131],about:[9,15,31,32,41,45,61,70,71,79,81,82,110,116],abov:[2,7,8,21,29,31,32,33,37,46,47,48,50,61,62,63,64,65,67,69,71,74,81,84,110,112,116,131],abs:[9,20,30,49],abs_numerical_grad:30,acceler:[8,34,56,64,65],accept:[6,8,13,21,29,75],access:[8,9,21,29,32,37,40,41,69,71],accessmod:116,accessor:69,accord:[7,8,15,21,30,38,50,62,71,73,75,84],accordingli:[7,8],account:[75,131],accrodingli:36,accumul:[33,38,42,64,65],accur:[30,40],accuraci:[7,18,42],achiev:[64,65,82],acquir:47,across:[8,13,61],act1:51,act2:51,act:[8,9,21,22,31,51,62,69,71,74,84,89,96,97,99,102,113],act_output:81,act_typ:[51,135],action:[71,116],activ:[9,21,27,32,51,62,69,71,77,81,89,96,97,102,135],activi:9,actual:[8,36,47,49,51,60,65,81,82,83],actual_kernel_typ:83,adadelta:[89,135],adagrad:[23,65,80,135],adagradoptim:63,adam:[23,29,38,49,91,135],adamax:23,adamoptim:[133,135],adapt:[7,10,21,28],add:[8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,54,63,65,68,69,71,73,75,77,79,86,104,107,113],add_activ:69,add_bia:69,add_depend:32,add_execut:32,add_input:[61,105],add_memori:61,add_output:61,add_scalar:[31,62,67],add_sum:69,add_test:[32,105],add_to:90,add_two:[31,61],add_unittest_without_exec:105,addattr:[81,106],addbia:105,addcom:[81,106],added:[7,8,18,26,28,31,46,60,64,65,73,77,104],adding:77,addinput:[81,106],addit:[8,9,64,75,77,84],addition:61,addop:48,addoutput:106,addr:33,address:[33,38,71,74,131],addrow:105,addtolay:8,addtyp:81,admin:131,administr:[40,131],adopt:[46,49],advanc:30,advantag:[30,46,47,65,70],adversari:[49,70],affect:[8,31],affili:62,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,64,66,69,71,72,73,104,110,116],again:[29,33,65],against:116,age:[14,118],agg_level:[8,98,99],aggreg:[42,64,116],aggregatelevel:[98,99],ago:32,alexnet_pass1:125,alexnet_pass2:125,algo_hrnn_demo:99,algorithm:[8,10,21,37,62,65,77,83,133],alia:21,align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,57,59,60,61,62,63,64,65,67,69,71,72,74,75,81,82,89,101,113,116,118,131],alloc:[6,38,41,82,107,113],allow:[29,38,47,65,71,77,116],allow_only_one_model_on_one_gpu:[122,123,125],allreduc:64,along:[15,21],alpha:[32,77],alreadi:[32,33,47,69,71,73,79,86,116],also:[8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,54,60,61,62,65,66,67,68,69,70,77,79,81,82,84,112,131,135],altern:110,although:64,altogeth:131,alwai:[8,9,28,32,57,74,80,116,118],amazon:[116,117],amazonaw:116,amazonec2fullaccess:116,amazonelasticfilesystemfullaccess:116,amazonroute53domainsfullaccess:116,amazonroute53fullaccess:116,amazons3fullaccess:116,amazonvpcfullaccess:116,ambigu:70,amd64:116,amd:60,amend:104,among:[21,116],amort:64,amount:21,analysi:110,ancestor:[67,69],andd:116,android:127,android_abi:127,android_api:127,android_arm_neon:127,android_native_api_level:127,android_standalone_toolchain:127,android_toolchain:127,androideabi:127,angl:8,ani:[8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,57,62,64,65,69,70,71,73,74,76,77,83,116],announc:46,anoth:[8,13,28,29,31,41,47,62,69,79,81,83,116],anroid_arm_mod:127,ans:116,answer:[47,116],anymor:64,anyth:[13,62,70,116],anytim:49,anywai:110,apach:56,apart:21,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,61,66,75,78,84,85,95,110,111,112,114,116,118,126,127,131,132],api_shar:32,api_test:32,api_trainer_config_helpers_lay:[102,135],apiserv:116,apivers:[116,117,118],appear:[47,50,82],append:[2,13,21,28,42,62,69,70,99,102,114,118],append_backward:[110,111],append_backward_op:[23,63],append_batch_s:21,append_gradient_machin:28,append_op:[54,69],append_oper:69,appleyard:112,appli:[8,21,49,50,64,79],applic:[25,46,47,50,69,75,110,112,116,117,131],applyl1:36,approach:[8,64,65,66,71,72,73,77,131,135],appropri:71,approxim:[20,65],apt:[93,110,111],arang:21,arbitrari:[8,57,71],arch:127,architectur:46,archiv:[14,58,59],area:49,arg:[2,7,9,25,51,63,81,91,106,118,134,135],arg_nam:8,argpars:118,args_ext:118,argu:68,argument:[2,8,13,15,25,31,36,37,63,66,68,69,74,118,127],argumentpars:118,argv:134,arithmet:46,arm64:[127,128],arm64_standalone_toolchain:127,arm:[46,127,128,129],arm_soft_fp_abi:127,arm_standalone_toolchain:127,armeabi:127,armv7:[46,128],armv8:46,arn:116,around:[2,8,40,69,116,131],arrai:[4,6,8,13,15,21,28,38,50,62,67,69,70,75,84,89,91,96,106,134],arrang:84,arrow:49,articl:[47,50,104],artifact:116,artifici:20,arxiv:[9,20,49],as_row_vector:8,as_step_input:31,asgd:65,ask:[33,40],assert:4,assign:[7,8,37,46,64,72,116,131],associ:[66,76],assum:[7,8,31,71],assumpt:71,astyp:[70,106],asyc:33,async:[33,122],async_count:[122,123],async_lagged_grad_discard_ratio:123,async_lagged_ratio_default:[122,123],async_lagged_ratio_min:[122,123],asynchron:[33,64],atleast:21,atom:72,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,54,67,68,69,81,89,90,91,102,106],attr_map:81,attrdesc:67,attribut:[8,9,21,27,31,54,67,73,75,79,81,84],attributemap:106,attrproto:81,attrtyp:[67,81,106],attrvalu:81,auc:[42,122],authent:116,author:[44,116],auto:[31,36,58,68,72,75,79,83,84,92,105,106,107,112],autom:116,automat:[8,29,38,48,63,71,73,75,81,110,116],avail:[33,38,46,47,73,74,116,131],averag:[7,8,11,28,37],average_test_period:[122,123],avg:[98,112,135],avg_cost:113,avgcost:135,avgpool:[8,135],avoid:[30,31,33,54,64,65,66,71,112],avx:93,awai:47,await:117,awar:[29,42,61,69,110,116],awk:119,aws:44,aws_account_id:116,awsaccountid:116,awskeymanagementservicepowerus:116,axes:21,axi:[8,21,89],axis:8,aync:73,b2t:133,b363:117,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:117,ba5f:116,back:[8,21,28,33,46,49,65,71],background:[7,8,77],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,55,56,63,65,66,68,76,77,105,106,113],backward_first:102,backward_op:30,backwardactiv:105,baidu:[47,117],bake:71,balanc:[64,73,116],bandwidth:[46,64],bare:[117,131],barrier:114,barrierstatset:112,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,60,63,64,65,71,75,76,77,82,84,103,110,113,116],baseactiv:9,baseev:28,basematrix:105,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[92,93,103,104,114,116,117,118],basic:[8,28,51,67,71,75,76,84],batch:[8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,60,61,62,64,65,84,96,116,117,118,134,135],batch_0:134,batch_id:[28,49,96],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,70],batch_siz:[13,49,55,62,89,96,133,135],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,105],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:129,bdist_wheel:78,beacus:51,beam:[8,102],beam_gen:[8,102],beam_search:[28,62,101,102],beam_siz:[8,62,102,122,123,125],becaus:[7,8,14,29,31,32,33,38,46,62,66,69,70,77,79,80,83,84,85,99,110,116],becom:[72,73,79,82],been:[8,9,21,32,37,47],befor:[8,9,33,40,45,50,60,65,66,70,77,86,89,106,110,116,131],begin:[7,8,18,36,38,42,45,50,62,64],beginiter:[28,29],beginn:102,beginpass:[28,29],begintrain:29,behind:[47,84],being:[21,40,47,68,70,110],belong:[7,8,71,79],below:[31,33,38,46,47,57,66,70,71,73,77,84,85,116],benchmark:57,benefit:[9,40,41,62],bengio:20,besid:[8,14,60,64,71],best:32,besteffort:117,beta1:[10,23],beta2:[10,23],beta:[49,134],better:[9,32,47,62,83,116,131],between:[7,8,15,21,28,32,33,38,46,47,59,64,66,71,73,74,76,79,116],bgr:[15,134],bi_gru:9,bi_lstm:9,bia:[8,9,21,62,69,105,134],bias:8,bias_attr:[8,9,21,69,89,91,99,102],bias_param_attr:9,biases_:105,biasparameter_:105,biassiz:105,bidi:117,bidirect:[8,9],bidirectional_lstm:90,big:[73,131],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:112,bin:[93,114,116,117,118],binari:[7,8,13,32,41,46,49,57,71,110,116],bind:[46,48,79,82],bit:[46,47],bitcod:128,black:49,blank:[8,116],block:[8,34,36,38,42,43,47,53,60,61,63,71,72,73,82,107],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,69,75],blockdescbind:53,blockingcount:72,blueprint:62,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,75,93,102,108,113,132],bool:[6,7,8,9,10,11,13,15,21,28,31,46,52,54,55,56,68,69,80,81,84,85,105,123,125],boost:[60,82],boot:[8,101,102,131],boot_bia:8,boot_bias_active_typ:8,boot_lay:[99,102],boot_stat:84,boot_with_const_id:8,bootstrapp:131,borrow:[49,84],bos_id:[8,102],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,60,62,64,68,71,73,80,82,116],bottl:64,bottom:[28,135],bound:8,boundari:71,boundri:7,box:[8,49],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,67,71,78,104],break_if:84,brief:[32,38,46,82,107],bring:47,broadcast:[21,33,64,75,131],broken:104,browser:[110,116],bsd:[64,103],bucket_nam:116,buf:36,buf_siz:13,buffer:[13,36,57,65,70,79,113],buffer_s:13,buffered_read:70,bufsiz:13,bug:[104,116],build:[8,14,32,41,50,51,56,65,71,77,78,81,92,103,104,108,110,111,114,116,118,120,121,127,128,129],build_dict:14,build_doc:108,build_model:49,built:[32,46,47,60,64,71,81,84,110,111,112,131],bunch:57,button:116,c11:58,c703c041:104,c99:59,c99e:116,cach:[46,71,89],cache_pass_in_mem:[2,89],cachetyp:[2,89],cacul:[9,42],caff:[31,47],caffe2:[31,47],caffe_poli:91,calc_batch_s:2,calcul:[7,8,9,18,21,30,33,38,42,46,72],call:[7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,61,62,63,69,71,75,76,79,81,82,84,110,111,112,116,118,135],callabl:[6,8,13,14],callback:105,caller:[30,110,116],calrnn:99,can:[6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,54,60,61,62,63,64,65,67,68,69,70,71,73,74,75,76,77,81,82,83,84,110,112,116,131],can_over_batch_s:2,cancel:40,candid:[8,62],candidate_activ:21,cannot:[74,75,79,84,86],cantain:51,capabl:[46,66,75],capac:[77,116],capi:58,capi_prvi:59,caption:62,captur:8,card:64,care:[9,41,70,82,131],caret:28,carpedm20:49,carri:21,cast:[46,83],cast_to_op_attr:81,cat:[13,15,93,118,119,134],categori:[8,14,33],categorig:14,categoryfil:117,caus:[33,45],caution:116,cbla:55,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:[60,82],ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,cell_t_prev:21,cell_valu:21,center:15,center_crop:15,cento:[95,131],central:77,ceph:[13,35],cephf:[35,41,44],certain:[54,60,63,79,82],certif:[29,44,116],cffi:58,cfg:117,cgo:58,chain:[13,50],challeng:[8,33,47,52,82],chanc:[29,46],chang:[8,14,32,37,41,47,66,67,70,76,79,104,116],channel:[8,9,15,21,112],channel_shar:8,chapter:[61,62],chapter_data:61,chapter_out:61,check:[2,13,31,32,68,75,91,104,105,116,123],check_align:13,check_attr:81,check_eq:105,check_fail_continu:2,check_grad:[30,106],check_l:105,check_output:106,check_sparse_distribution_batch:[122,123],check_sparse_distribution_in_pserv:[122,123],check_sparse_distribution_ratio:[122,123],check_sparse_distribution_unbalance_degre:[122,123],checker:75,checkgrad:123,checkgrad_ep:123,checkmark:131,checkout:104,checkpoint:[68,73],checksum:44,child:31,chip:47,chmod:116,choic:[32,47],choos:54,chosen:[49,60],chunk:[37,44],chunk_schem:7,chunktyp:7,chw:15,circl:50,circumst:82,claim:116,claimnam:[116,118],clang:[46,58,104,127],clarifi:7,clariti:62,classic:8,classif:[8,20,50,135],classifi:[8,49,134],classification_cost:[71,89,99,135],classification_error_evalu:[7,135],classification_evalu:7,claster:116,clean:[31,32,43,66,75,86,104],clear:[7,32,62,66,79],clearer:[66,69],clearli:[79,83],cli:116,click:[110,116],client:[36,39,75],clip:[6,9,123,135],clock:8,clone:[8,92,103,108,110,111,127,129],close:[2,70,74,104],cloud:[32,33,41,44,45,74,75,131],cloud_read:13,cludform:116,cluster:[13,28,29,31,33,38,71,74,114,115,118],cluster_test_fil:114,cluster_train:[89,115,135],cluster_train_fil:114,cluster_train_v2:[115,119],cm469:116,cmake:[59,86,92,103,104,106,108,110,112,127,128,129],cmake_build_typ:[110,127,128,129],cmake_c:[127,128],cmake_system_nam:[127,128,129],cmakelist:[32,55,56,105],cmatrix:[58,59],cmd:13,cname:116,cnn:[8,117,135],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,57,60,63,65,66,68,70,71,73,75,76,77,81,84,105,116,117],codebas:75,coded_stream:91,codedinputstream:91,coeff:8,collabor:33,collect:[8,14,28],collectbia:105,color:[15,134],colour:14,column:[7,8,21,50,70,74,110],column_evalu:7,com:[8,9,14,32,49,92,103,104,108,110,111,113,116,117,127,129,131,134],combin:[7,8,9,13,23,28,63,75,79],come:[42,67,71,84],comma:[25,28,38],command:[13,25,32,36,41,45,103,105,110,116,117,118,120,121,125],commandlin:[112,118],comment:[32,51,81,99,118],commit:[32,117],common:[15,20,23,26,35,77,82],commonli:[45,77,110],commun:[33,38,39,64,71,73,116],compani:47,compar:[30,32,75],comparison:[32,47],compat:[46,48,64],compil:[8,32,51,53,60,64,71,76,80,81,85,103,114,127,128,129],complaint:32,complet:[8,9,14,23,28,31,33,37,38,44,50,57,60,75,110,116,117,118,131],complex:[9,40,62,75],complic:[8,48,70,71,83,84],compon:[51,71,84],compos:[13,29,48,51,61,69,75],composenotalign:13,composit:48,compress:37,comput:[8,9,21,25,29,30,33,43,46,47,51,57,60,63,64,65,71,73,74,76,79,82,83,85,106,107,110,113,116],computation:8,computationgraph:51,con:64,concat:[49,102],concaten:[8,9,21,49,61,84,89],concentr:75,concept:[7,29,47,48,49,51,61,62,65,66,67,74,79,84,85],conceptu:[43,47,49,51],concern:[29,42],concis:[49,84],conckerneltrac:25,concret:[75,82],concurr:[33,40,47,73],cond:[21,31,47,52,67],condit:[8,21,37,47,52,71,117],condtion:49,conf:[4,8,91,99,115,118,133,134],conf_paddle_gradient_num:[116,118],conf_paddle_n:[116,118],conf_paddle_port:[116,118],conf_paddle_ports_num:[116,118],conf_paddle_ports_num_spars:[116,118],confer:20,confid:8,confidence_threshold:8,config:[6,8,25,35,45,62,96,105,116,117,118,122,123,125,131,135],config_:[36,123],config_arg:[122,123,125,134,135],config_bas:[7,8,28],config_lay:105,config_len:38,config_pars:[4,55,56,105],config_proto:38,configprotostr:91,configur:[8,21,28,36,38,40,41,47,51,54,69,73,82,83,97,105,131,133,134],confirm:45,conflict:[79,104],confus:[15,49,54],conll:14,connect:[9,21,41,71,73,87,116,117,131,135],connectionist:8,consequ:[8,9],consid:[7,8,20,68,82,131],consider:[8,9,60],consist:[7,8,14,15,37,57,67,70,75,76,81],consol:116,consolid:31,constant:[8,20,21,51,53,54,60,74,91],constraint:[71,79],construct:[7,29,43,51,61,69,75,79,81,85],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,69,75,79,81],consum:[33,110],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,57,60,66,69,74,75,76,79,80,81,84,85,103,116,117,118],containerport:116,content:[38,45,57,62,108],content_dir:108,content_len:38,context:[2,8,9,14,79,80,82,89,102,106,107,113],context_attr:9,context_len:[8,9,135],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,135],contin:116,continu:[7,33,57],contrast:8,contrib:77,contribut:77,contributor:75,control:[6,31,74,116,117,131],conv2d:49,conv:[9,21,49,83],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:[29,51,63,81],convent:38,convers:[46,47,71],convert:[2,4,14,21,35,46,47,70,72,76],convlay:8,convolut:[8,9,13,21,22,49,60,69,82],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:104,coordin:[33,38],copi:[28,29,37,40,45,50,61,62,64,65,84,116],core:[6,18,21,51,54,59,65,66,84,113],coreo:[116,131],corner:75,corpu:14,correct:[8,21,30,46,64,116],correctli:[7,13,46,49],corresond:46,correspend:21,correspoind:29,correspond:[8,21,26,29,31,32,46,51,52,60,61,62,69,74,75,76,77,81,82,91,110],corss_entropi:29,cortex:46,cos:[8,81],cosin:[8,21,81],cosineop:81,cosineopproto:81,cosineopprotomak:81,cost:[21,28,29,50,63,64,67,68,71,74,83,96,113],cost_id:8,cost_np:68,cost_val:71,could:[8,13,28,29,30,37,46,47,61,63,65,66,67,69,70,71,72,73,76,110,116],count:[7,33,41,42,68,70,112,114,117,123,125],counter:[25,33,37,50,72],cours:[7,41,60],covari:8,cover:47,cp27:95,cp27m:95,cp27mu:95,cpp:[30,36,48,55,56,58,59,66,73,75,85,91,99,105,112,118,135],cprofil:[110,111],cprofilev:[110,111],cpu:[2,6,8,30,41,46,54,60,65,66,71,74,75,77,78,82,83,103,106,107,110,112,113,117,125],cpu_avx_mkl:95,cpu_avx_openbla:95,cpu_kernel:54,cpu_per_p:74,cpu_per_train:74,cpudevicecontext:[60,82,106],cpuengin:56,cpuinfo:93,cpuplac:[54,60,82,106,107,113],cpusparsematrix:59,crash:[33,112],creat:[6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,60,61,63,64,65,66,69,72,76,77,91,96,104,105,108,117,118,119,131],create_backward_pass:63,create_bias_paramet:105,create_block:69,create_cloud_job:74,create_doc_str:81,create_input_paramet:105,create_local_scop:43,create_oper:48,create_optimization_pass:[23,63],create_paramet:69,create_python_ops_creatation_funct:81,create_rnn:31,create_rnn_op:61,create_st:18,create_tmp_var:69,create_tmp_vari:69,create_var:69,create_whileloop:84,createfromconfigproto:4,creategradientoper:76,createop:81,createoper:31,createstack:116,createvari:31,creation:[48,116],creationd:116,creator:[13,14,35,75,76],creator_:76,credenti:45,crf:[82,83],critic:[49,110],crlf:104,crop:[15,82,134],crop_grad:82,crop_siz:[15,134],crope:15,cropgradkernel:82,cropkernel:82,cross:[8,69,91,127,128,129,135],cross_entropi:[8,29,49,74,83],cross_entropy_with_selfnorm:8,crt:44,csc:105,csr:105,csv:[25,91],ctc:7,ctc_evalu:7,ctest:[92,103,104,106],ctor:69,ctrl:[103,115],ctx:[106,107],cubla:60,cublas_handle_:82,cublashandle_t:82,cuda7:95,cuda8:[92,95],cuda:[25,32,47,60,75,82,103,106,112,123],cuda_dir:[122,123],cuda_fp16:46,cuda_profil:25,cuda_so:[86,93],cuda_visible_devic:89,cudaconfigurecal:112,cudadevicecontext:[60,82,106],cudadevicegetattribut:112,cudaeventcr:112,cudaeventcreatewithflag:112,cudafre:112,cudagetdevic:112,cudagetdevicecount:112,cudagetdeviceproperti:112,cudagetlasterror:112,cudahostalloc:112,cudalaunch:112,cudamalloc:112,cudamemcpi:112,cudaplac:[60,82,83],cudaprofilerstart:112,cudaprofilerstop:112,cudaprofilestop:112,cudaruntimegetvers:112,cudasetdevic:112,cudasetupargu:112,cudastream_t:82,cudastreamcr:112,cudastreamcreatewithflag:112,cudastreamsynchron:112,cudeviceget:112,cudevicegetattribut:112,cudevicegetcount:112,cudevicegetnam:112,cudevicetotalmem:112,cudnn:[8,11,32,54,60,82],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[122,123],cudnn_convt:8,cudnn_dir:[122,123],cudnn_handle_:82,cudnn_kernel:54,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:82,cudnnhandle_t:82,cudnnplac:82,cudnnv5:92,cudrivergetvers:112,cuinit:112,cumtim:[110,111],cumul:8,cur_mem:62,curl:[13,116],curli:[31,50],current:[2,8,21,31,32,33,36,38,42,47,54,60,61,62,65,66,69,73,74,79,83,84,108,116,132],current_block:[67,69],current_oper:67,current_word:[89,102],currentcost:135,currentev:135,curv:29,custom:[23,29,41,46,49,62,65,75,116],custom_batch_read:70,cut:[73,84],cut_lin:13,cutoff:14,cv2:15,cxx:128,cxx_compil:[127,128,129],cxx_flag:128,cxx_flags_minsizerel:127,cxxabi_1:95,cycl:33,cyclic:8,cython:58,d3e0:116,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:127,dandroid_arm_mod:127,dandroid_arm_neon:127,dandroid_standalone_toolchain:127,darwin:116,dash:49,dat:35,data:[2,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,60,61,62,63,64,65,66,67,69,73,74,75,77,79,80,81,82,83,84,85,89,96,97,99,102,107,113,114,117,118,120,122,133,134,135],data_batch:89,data_config:4,data_dir:133,data_fil:15,data_i:49,data_lay:[2,36,89,99,135],data_layout:21,data_read:[13,70],data_reader_creator_random_imag:70,data_shar:84,data_typ:[13,14,57,80,83,85,96,97,102],data_type_:[54,60,83],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,113],dataflow:51,dataprovid:[1,89,91,118,135],dataprovider_:135,dataprovider_bow:135,dataprovider_emb:135,dataproviderconvert:4,datasci:8,dataset:[35,41,65,70,96,97,102,110,111,114,134],dataset_nam:15,datatransformationfn:83,datatyp:[14,18,21,54,80,83,85],dcgan:49,dcmake_build_typ:108,dcmake_install_prefix:[127,128,129],dcmake_system_nam:[127,128,129],dcuda_arch_nam:92,dcudnn_root:92,ddim:[60,82,107],dead:33,deal:131,deb:104,debug:[30,45,47,71,108,110,111],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,57,65,76,77,80,132],declar:[8,21,31,49,61],decod:[8,9,101,102],decoder_boot:102,decoder_dim:62,decoder_group_nam:102,decoder_input:[62,89,102],decoder_mem:[62,102],decoder_prev:9,decoder_s:[89,102],decoder_st:[9,102],deconv:[8,49],deconvolut:[8,21],decor:[2,13],decrement:72,decrementcount:72,decrypt:116,deduc:75,deep:[8,20,40,43,49,50,56,75,77,82,112,134],deepspeech2:55,def:[2,4,8,13,29,30,35,41,42,48,49,51,54,61,62,63,69,70,81,84,89,91,96,99,102,105,106,118,134,135],def_block:49,default_block:49,default_decor:118,default_devic:125,default_main_program:[18,113],default_param_attr:69,default_st:84,default_startup_program:[18,113],default_valu:125,defaultinfervartyp:53,defect:66,defer:40,defin:[2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,54,60,61,64,67,69,70,72,73,75,79,81,82,84,89,96,106,110,113,135],define_py_data_sources2:[2,91,134,135],definit:[31,33,37,43,54,67,71,76,81,84,110,113,133],definiton:48,degre:8,delai:[65,82],delet:[41,44,104,132],deletestack:116,delimit:[7,91],deliv:131,delta:[8,30],delv:[8,20],demand:[33,82],demo:[4,8,14,75,117,120,133,134,135],dens:[8,13,38,39,80,116],dense_arrai:13,dense_vector:[2,4,13,96,97],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,64,68,71,73,80,131],dependent_var:68,deploi:[8,131],deploy:[51,57,75,116,131],deprec:8,depth:[31,47],dequeu:73,deriv:[5,29,52,63],desc:[31,57,69,81,84],desc_:31,descend:[21,84],descent:[8,33,65],descproto:57,describ:[29,31,32,37,43,54,57,61,62,66,67,69,75,80,81,83,85,116,117],describestack:116,describestackev:116,describestackresourc:116,descript:[7,31,32,53,56,57,60,76,80,83,85,116,118],descriptor:83,deseri:[28,57,66],deserializ:75,desgin:50,design:[8,13,20,36,54,58,65,77,131],desir:[13,33,65,116,117],destin:[38,45],destroi:[31,43],destruct:79,det_output:7,detail:[6,7,8,9,10,21,30,37,41,45,47,49,51,57,60,61,69,71,74,77,79,84,85,110,116,131],detect:[53,104],detection_evalu:7,detection_output:7,determin:[8,13,31,60,75],dev:[75,86,93,103,104,110,111,127,131],dev_ctx:31,develop:[32,47,53,66,69,76,78,104,110,113,128],deviat:[6,20],devic:[6,42,46,51,56,60,64,66,71,74,75,83,86,93,107,113,125],device_context:106,devicecontext:[31,60,106],deviceid:[56,125],deviceid_:56,devid:8,dhcp:131,diagram:61,diamond:49,dic:15,dict:[2,7,14,28,69,74,91,99,118],dict_dim:[89,99],dict_fil:[7,99],dict_siz:[14,36,62],dictionari:[2,7,8,14,28,29,30,69,74,89,135],dictrionari:135,did:66,diff:104,diff_mat:30,differ:[7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,60,62,64,65,68,71,72,73,74,76,79,83,84,110,116],differenti:48,difficult:[7,30,47],difficulti:20,dig:116,digit:8,digraph:51,dilat:[8,21],dilation_h:21,dilation_i:8,dilation_w:21,dim0:106,dim1:106,dim:[8,13,21,36,57,61,75,80,82,85,105,106,107,133],dim_:[82,107],dimens:[5,8,9,11,13,21,49,75,80,82,84,89,107],dimension:[8,21],dimes:8,dios_arch:128,dios_enable_bitcod:128,dios_platform:128,dios_use_veclib_for_bla:128,dir:[118,127,134],direct:[8,9,15,47,65,110],directli:[9,20,23,26,32,39,41,46,54,66,71,81,84],directori:[8,32,35,40,44,45,82,104,108,112,117,132],disabl:91,disadvantag:[65,69],discard:[13,33,37,62,104,123],discexp:91,discount:8,discov:33,discoveri:116,discret:8,discrim:49,discuss:[29,31,37,38,39,71,82],disk:57,dispatch:[66,71],displai:[41,45],dist:[78,86,92],dist_train:[29,41],distanc:[7,8],distinguish:32,distribut:[8,20,31,37,38,39,40,42,47,64,73,74,75,85,120,121,123,131],distribute_test:[122,123],disucss:29,div:21,divid:[8,10,42,81,85,110],diy_beam_search_prob_so:[122,123],dns:116,do_forward_backward:70,doc:[4,13,51,61,84,106,108,114,115,118],doc_cn:108,docker:[78,86,92,93,104,108,114,116,117,118,120,121,127,131],docker_build:29,docker_clust:[115,119],docker_push:29,dockerfil:[103,104,118,127,129],document:[8,9,30,44,47,50,61,62,71,75],documentari:2,doe:[9,33,37,38,40,41,43,46,51,61,66,69,71,73,75,76,77,113],doesn:[6,8,13,29,31,70,74,110],dog:134,doing:[36,40,50,71],domain:116,don:[9,29,32,48,50,70,116],done:[7,8,9,32,33,37,38,53,57,65,71,72,76,77,104,110,112,116,118],dot:[8,9,106],dot_period:[118,123,125],dotmuloper:8,dotmulproject:8,doubl:[46,50,71,83,106,123],down:112,download:[14,32,33,36,40,44,117,131],doxygen:104,dozen:32,dpython_execut:86,dpython_include_dir:86,dpython_librari:86,draw:62,drive:79,drop:[8,9,21,62],drop_fc:90,drop_rat:[6,90],dropout:[6,9,90],dropout_prob:21,dropout_r:[8,90],drpi_arm_neon:129,drpi_toolchain:129,drwxr:117,dst:38,dtoh:112,dtype:[4,18,21,51,69,91,113,134],due:[37,40,49,62,69,110,111],dummi:[28,37],dump:57,duplic:[21,73],durat:37,dure:[2,8,9,21,26,31,33,37,40,41,42,47,64,65,75,116,131],duse_eigen_for_bla:127,dwith_c_api:[59,127,128,129],dwith_doc:108,dwith_gpu:[92,108,129],dwith_mkl:108,dwith_profil:112,dwith_python:[59,129],dwith_swig_pi:[59,127,128,129],dwith_test:[92,106,128],dwith_tim:112,dynam:[2,38,59,61,70],dynamic_cast:105,dynamic_recurrent_op:84,e2e:131,each:[2,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,60,61,62,64,66,68,69,70,71,73,75,76,79,80,81,82,83,84,110,116,131],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:46,eas:[13,53],easi:[30,62,65,70,75,77],easier:[29,46,47,70,73,84],easili:[29,49,64,70,76,79,82],echo:[86,93],edg:[15,74],edit:[7,116],editor:69,edu:[14,116,117],eeoi3ezpr86c:116,effect:[8,28,116],effici:[8,57,70,71,82],effort:71,efg:8,efs:116,efs_dns_nam:116,efsvol:116,eigen:[46,60,65,75,77,82,106],eigen_device_:82,eigen_use_gpu:106,eigenmatrix:107,eigentensor:107,eigenvector:107,either:[8,9,13,21,28,29,49,52,53,61,65,71,77],elb:116,elbapis:116,electron:117,elem_dim:8,elememt:8,element:[7,8,9,13,15,21,28,30,37,51,62,73,74,75,106],element_typ:38,elementari:75,elementwis:21,elif:[29,81],els:[29,36,41,47,49,52,53,54,71,73,79,81,93,99,105,134],emac:103,emailweixu:32,emb1:[36,99],emb2:[36,99],emb:[89,91,99,117,135],emb_group:99,emb_para:91,emb_param_fil:91,emb_sum:89,embed:[29,31,36,53,62,73,80,84,91,102,133],embedding_lay:[36,89,99,135],embedding_nam:[8,102],embedding_s:[8,102],empir:8,emplace_back:105,emploi:81,empti:[7,13,33,62],emul:46,enabl:[6,8,31,32,37,51,73,103,112,116],enable_grad_shar:[122,123],enable_parallel_vector:123,enableonstart:25,enc_proj:[9,102],enc_seq:9,enc_vec:102,encapsul:[38,74],encod:[9,37,62,99],encoded_proj:[9,102],encoded_sequ:[9,102],encoded_vector:102,encoder1:99,encoder1_expand:99,encoder1_rep:99,encoder2:99,encoder2_rep:99,encoder_ctx:62,encoder_ctx_expand:62,encoder_ctx_proj:62,encoder_dim:62,encoder_last:8,encoder_out_seq:62,encoder_s:102,encount:36,encourag:[43,71],encrypt:116,encrypt_decrypt:116,end2end:131,end:[7,8,28,31,51,62,66,70,79,102,104],end_pass:29,end_po:8,endforwardbackward:28,endian:57,endif:60,enditer:[28,29,96],endpass:[28,29,96],endpoint:[13,35,116],endtrain:29,engin:[41,56],english:8,enough:[31,54,60],enqueu:73,ensembl:9,ensur:[33,64,79],enter:[31,43],enterpris:75,entir:[8,9,38,40],entiti:[7,31,79],entranc:43,entri:[13,37,41,53,116],entropi:[8,69,135],entry_point:41,enueu:73,enumer:[5,60,91],env:[89,108,110,111,116,118],environ:[29,74,86,110,112,116,117],environmenterror:114,eol:104,eos_id:[8,102],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,84,99,106],equat:[7,8,9,10,21,106],equival:[29,31,47,52,81,131],error:[6,7,8,9,21,29,30,37,45,46,47,79,86,91,116,123,135],error_clipping_threshold:[6,89],especi:[8,9,56],essenc:29,essenti:[8,29,43,46],estim:[8,29,65,73],eta:117,etc:[7,13,21,31,42,64,65,70,71,79,116,131],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:[116,118],euclidean:8,eval:[7,18,31,42,49,74,75,135],eval_program:[18,42],eval_result:42,evalu:[8,16,27,28,40,51,68,71,74,112,113],evaluate_difficult:7,even:[29,46,47,64,69,70],evenli:[38,116],event:[96,117],event_handl:[28,29,96],eventu:[71,84],everi:[7,8,9,13,18,29,33,37,38,40,42,50,51,53,60,61,64,69,73,79,81,83,96,113],everyth:[49,71,73],evid:66,evolv:47,exactli:[8,9,89,116],exampl:[7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,60,61,62,66,67,69,70,73,75,76,77,80,82,83,84,110,113,116,134],exc_path:86,exceed:8,except:[8,14,40,47,50,84],exchang:66,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:113,execut:[32,33,37,41,42,43,49,51,64,74,76,110,116],executioncontext:[106,107],executor:[16,18,42,46,47,49,63,67,83,110,111,113],exist:[29,31,33,45,47,62,69,70,74,76,81,82,84,107,116],exit:[38,45,117],exp:[21,91],expand:[21,62,99],expand_a:[8,98,99],expand_lay:99,expand_level:[8,98],expandconvlay:8,expandlevel:98,expans:8,expect:[8,83],expect_kernel_typ:83,experi:57,expert:32,expir:33,explain:[7,21,33,47,48,50,110],explan:[8,30,41,71,79],explicit:[84,105],explicitli:[29,43,71,74],explor:[8,62,77],expon:8,exponenti:5,expos:[39,57,82,84,116],express:[29,42,51,73,116],extend:[7,65,73,84],extens:[40,62,73],extent:59,extern:[32,56,58,59,75],external_librari:32,extingrad_:56,extinval_:56,extoutgrad_:56,extoutval_:56,extra:[6,8,9,71,77,82,131],extra_lay:28,extraattr:[6,125],extraattribut:8,extraattributenon:8,extract:[7,8,47,66,71,116,133,134],extract_fea_c:134,extract_fea_pi:134,extralayerattribut:[6,9,89,90],extralayeroutput:9,extrem:[8,47],f1205:91,f120da72:117,f7e3:116,fa0wx:117,fabric:[114,115],face:[32,77],fact:[47,64,67,69],factor:[6,10,21],factor_s:8,factori:58,fail:[33,37,62,74,86,91,117,123],failur:[33,38],fake:49,fake_imag:70,faked_imag:49,fall:[46,68],falloc:44,fals:[6,7,8,9,10,13,21,22,23,30,31,47,52,54,55,61,67,68,70,80,85,89,96,97,99,102,105,106,114,117,125,133,135],false_block:[31,52,67],false_label:70,false_neg:42,false_posit:42,false_read:70,fan_in:20,fan_out:20,faq:126,far:84,fashion:71,fast:[8,37,47,112],faster:[8,9,26,33,47],fastest:47,fault:[28,37,75],fbd1f2bb71f4:117,fc1:[51,74,105,125],fc1_bia:51,fc1_weight:51,fc2:[51,74,125],fc3:[51,125],fc4:125,fc8a365:116,fc8a:116,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[69,81,89,91,99,125,135],fc_layer_nam:9,fc_mat:28,fc_op:81,fc_out:31,fc_output:81,fc_param_attr:9,fc_without_b:31,fclayer:105,fcop:48,fdata:99,fea:134,fea_output:134,feasibl:65,featur:[2,5,8,13,14,46,51,64,71,104,134],feed:[9,28,29,50,61,71,74,77,96,113],feed_dict:[49,74],feed_list:113,feeder:[13,113],feedforward:20,festiv:2,fetch:[14,33,36,68,71,86,104,113],fetch_list:113,fetch_op:68,few:[32,33,65,70,71,80],fewer:[8,21,69],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,57,68,76,80,81,89,116],fifth:50,figur:[29,32,47,49,56,61,69,71,73,133],file:[2,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,57,59,70,71,75,82,85,104,106,113,131,134],file_list:2,file_nam:[91,99,134,135],file_typ:13,filenam:[2,15,35,69,89,110,111],fileoffset:44,filesystem:[40,41,44,71,116],fill:[8,33,37,47,60,69,116],fill_zero_grad:75,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:[8,21,31,33,40,46,51,62,79],find_var:30,findop:31,findvar:[31,79],fine:[6,37,48],fingerprint:116,finish:[33,37,40,41,43,64,81,116,117],first:[8,21,28,29,31,33,37,40,41,43,45,47,49,50,51,61,62,67,68,69,71,75,80,81,82,84,106,107,116,131,135],first_seq:102,firstli:[7,8],firstn:13,firstseen:117,fit:[14,46,54,57,62,75],five:67,fix:[6,8,58,71,104,110],flag:[8,14,21,55,56],flatten0:51,flatten:[51,67,69,107],flatten_result:89,flexibl:[8,9,29,38,47,50,54,61,62,65,70,71,82,84],flip:15,flist:114,float16_t:46,float32:[4,13,21,46,48,49,69,70,91,106,113,134],float_16:21,float_to_half_rn:46,floor:[8,91],flow:[21,31,61,78],fluid:[0,18,20,21,22,23,25,26,43,60,82,83,110,111],fmt:91,fname:91,fnt03:116,focu:[51,110],folder:[32,35,41,45,116],follow:[7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,43,46,47,48,49,50,51,52,53,60,61,62,64,65,67,68,69,70,71,73,75,76,77,79,80,81,82,83,84,110,113,116,120,121,131],forbid:29,forc:[64,69,83],force_cpu:54,force_cudnn:54,force_load:58,forest:31,forget:[10,21,29],forget_bia:21,fork:8,form:[8,9,42],formalis:83,format:[7,13,14,15,21,25,28,30,37,46,47,60,62,84,97,104,105,116],former:[29,32,47,65],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,55,56,57,63,66,67,70,75,76,77,80,105],forward_op:30,forwardactiv:105,forwardbackward:28,forwardtest:4,found:[46,67,77,79],four:[7,42,47,50,60],foward:68,fp16:[46,75,85],fp32:[60,75,83,85],fp64:[60,85],fparam:91,fpga:[60,74,113],fpgadevicecontext:82,fpgaengin:56,fpgaplac:[60,82],frac:21,frame:[7,43,75,84],framework:[29,31,42,46,47,51,60,64,65,67,75,77,79,81,82,106,110,111,113],free:[14,82,131],frequenc:14,frequent:[37,70,75,77,82],fresh:[40,74],friend:79,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,54,61,62,63,64,66,67,69,70,71,73,74,75,76,79,82,83,84,86,101,106,107,110,111,112,116,117,131,133,135],from_no_sequ:[8,98],from_sequ:[8,98],from_tar:[28,96],fromfil:[70,91,134],fromstr:91,front:51,fuction:25,fulfil:112,full:[8,33,40,61,64,65,131],full_matrix_project:[9,99,102],fulli:[21,71,73,131,135],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,69],fullyconnectedlay:105,func:[2,13,37,76],funciton:[9,21],functor:[48,51],fundament:[46,73,75],further:[8,81,131],furthermor:74,futur:[8,40,46,61,71,75,132],fvs:81,fwd_op:76,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:[55,56],g_data_transformation_:83,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:69,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,gamma:134,gan:29,gangliao:32,gate:[8,9],gate_act:[8,9,99],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:55,gather:[8,64,66,106],gauss:6,gaussian:20,gaussian_normal_random:49,gcc:[46,58,75,92,103,110,127,129],gcc_3:95,gcreators_:81,gemm:55,gen:8,gen_proto_pi:108,gen_rand_param:91,gender:[14,118],gendrated_id:62,gener:[2,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,60,64,65,67,68,69,70,71,73,75,76,80,81,82,84,96,112,116,118,125,133],generated_id:62,generated_scor:62,generated_word_embed:8,generatedinput:[8,101,102],genr:118,gereat:7,get:[2,7,8,13,14,21,28,30,31,32,33,37,38,40,41,44,47,49,51,54,55,56,60,61,62,69,74,75,76,79,81,82,83,84,93,105,110,111,115,116,117,119],get_all_op_proto:81,get_block:69,get_cloud_job:74,get_config_arg:125,get_data:[117,135],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:105,get_model:134,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:89,get_shap:28,get_support:[86,95],get_symbol:51,get_tensor:30,get_vari:31,get_word_dict:14,getactualkerneltyp:[54,83],getbatchs:105,geteigendevic:107,getenv:[29,41,114,118],getexpectedkerneltyp:[54,83],gethostbynam:118,gethostnam:118,getidmap:118,getinfervartyp:53,getinput:105,getinputgrad:105,getinputvalu:105,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:105,getoutputvalu:105,getparam:36,getparameterconfig:36,getparameterptr:105,getparameterspars:36,getparametersremot:36,getplac:[82,106,107],getpodlist:118,getsiz:105,gettask:37,gettempl:116,gettranspos:105,getw:105,getweight:105,getwgrad:105,gist:9,git:[78,86,92,103,104,108,127,129],github:[9,32,49,60,92,103,104,108,110,111,113,127,129,134],give:[2,33,61,69,75,116],given:[8,13,21,28,38,40,47,48,49,62,70,73,74,77,84],glibc:[127,129],glibc_2:95,glibcxx_3:95,glide:32,global:[6,21,23,29,31,32,33,51,54,66,74,75,79,81,82,83,103,112,116],global_block:69,global_learning_r:6,global_pool:21,global_step:23,globalstat:112,globalstatinfo:112,globe:2,glorot10a:20,glorot:20,gnueabihf:129,go_librari:32,go_test:32,goal:[46,50,64,75],gob:37,godep:32,godoc:58,goe:[9,33,47,52,79,113],going:[48,65,110,131],golang:32,good:[47,49,65,70,77,110,131],googl:[29,75,91,110,111,127],googleapi:116,googlenet:56,got:[54,79],gpg2:116,gpg:116,gprof:111,gprotos_:81,gpu:[6,8,11,30,41,42,46,60,64,65,66,71,74,75,77,78,82,83,86,93,95,97,103,112,113,114,125,131,134],gpu_id:[89,123,125],gpu_per_train:[71,74],gpudevic:82,gpugpu_id:122,gpukernel:75,gpustarttimestamp:25,grab:33,grad:[30,38,56,80,123],grad_op_class:75,grad_op_maker_:76,grad_op_typ:[75,76],grad_op_type_:76,grad_share_block_num:[122,123],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,63,64,65,66,72,75,80,110,114,118,123,135],gradient_clipping_threshold:[6,89,135],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,59],gradientmachin:[4,28,59,66,118],gradientmachine_:36,gradopdescmak:[53,76],gradopdescmakerbas:76,gradopmak:76,grai:15,grain:48,gram:133,grandient:28,grant:116,graph:[8,21,28,31,32,33,42,47,49,61,64,65,67,71,72,74,85],great:[73,131],greater:[8,65],greaterthan:81,green:49,grep:[93,119],gridsize3d:25,groudtruth:102,ground:[7,8],group:[9,21,22,37,51,82,131],group_input1:102,group_input2:102,group_input:[99,102],grouplen:14,grpc:131,gru:[8,62,135],gru_bias_attr:9,gru_decod:102,gru_decoder_with_attent:102,gru_encoder_decod:133,gru_layer_attr:9,gru_memori:9,gru_out:62,gru_param_attr:9,gru_siz:135,gru_step:[62,102],gru_step_lay:9,grumemori:[9,90,102],gserver:[8,55,56,105],gsizex:112,guarante:69,guard:36,guest:95,gui:110,guid:[25,44,75,116,117],gzip:[13,37,117],h0_bn:49,h_prev:31,hadoop:[13,29],half:[46,116],half_to_float:46,hand:[75,82],handi:32,handl:[13,29,41,51,60,66,70,71,74,79,82,84,113],handler:[28,31],happen:[37,81],hard:[47,62,71,73,84,116],hardwar:[47,82],harvest:135,has:[7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,57,60,62,64,67,71,73,74,75,80,81,82,83,112,113,116,131],has_kei:28,has_selected_colum:8,hasdependentvar:68,hash:[60,64],hasn:47,hassubseq:99,have:[8,9,13,21,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,54,57,60,61,62,64,65,66,67,69,70,71,73,74,75,76,79,80,82,83,85,116,131],haven:47,hdf:[13,35],head:[106,119],header:[38,57,59,75,82,91,134],headip:119,height:[8,13,15,31,58,70,91,105,106],height_:80,held:33,hello:29,help:[4,8,21,31,45,47,51,62,70,75,84,104,110],helper:[8,21,71,76,84],henc:[65,69,71,76,77,79],here:[6,7,8,9,13,21,29,32,33,39,43,45,47,50,51,60,61,70,77,81,116,131],heterogen:[71,73],heurist:[8,62,73],hidden:[8,9,21,63,71,90,91,116],hidden_a:91,hidden_b:91,hidden_dim:99,hidden_out:31,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierach:101,hierarch:[8,67,69,75,99],hierarchi:75,high:[6,20,46,64,82,131],higher:[48,61,84],highest:[13,31],highli:[14,84],him:29,hint:[4,54,73,110],his:74,histor:48,histori:10,hl_get_sync_flag:105,hold:[29,33,37,39,46,49,51,53,74,79,81,82,83,107,116],holder_:[82,107],home:[35,45,71,74,93,110,111,116,117,118,119],honor:37,hook2:99,hook:[6,99],hookattr:6,hookattribut:6,horizont:[8,15],host:[32,41,116,117],host_c:[127,128,129],hostfil:119,hostnam:116,hostnetwork:118,hostpath:[117,118],hostport:116,hot:135,hous:[2,14,97],how:[6,8,21,29,31,33,37,43,45,47,48,51,54,61,62,66,71,77,81,83,110,116],howardjohnson:99,howev:[8,9,30,40,43,47,60,65,66,69,70,71,76,77,80,81,82,83,116],howto:[114,115,118],hpp:[46,58],html:[14,20],htod:112,http:[8,9,13,14,20,32,41,49,92,93,103,104,108,110,111,113,114,116,117,127,129,131,134],huber:8,huge:65,human:[8,20],hwc:15,hyper:[8,49],hyperparamet:[8,77],hyperplan:13,i1116:118,i1117:112,i386:128,iOS:128,iamfullaccess:116,iamusersshkei:116,icc:47,ics:14,id_input:7,id_rsa:119,idea:[32,47,65,70,77,110],ideal:[71,83],ident:[8,76,116],identifi:[8,52,60],identityoffsetproject:8,identityproject:8,idmap:118,ids:[7,8,21,62,89],idx:[37,49,105],ies:45,ifdef:60,ifels:[31,67],ifelseop:67,ignor:[2,8,21],iil:91,illustr:[7,33,38,48,61,71,74],ilsvrc:134,im_siz:49,imag:[11,12,13,14,21,22,29,47,49,50,62,63,67,70,74,103,104,116,117,118,120,121,131,134],image_a:70,image_b:70,image_fil:70,image_h:21,image_lay:70,image_list_provid:134,image_nam:29,image_path:70,image_reader_cr:70,image_s:134,image_w:21,imagenet:[8,20,35],imagepullpolici:[116,118],imageri:8,images_reader_cr:70,imagin:50,img2label:15,img:[2,8,9,71],img_conv_lay:9,img_pool_lay:9,imgsiz:112,imgsizei:112,imgsizex:112,immedi:[65,77,116],immutable_paramet:29,impel:82,imperfect:75,implement:[8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,58,59,60,62,66,68,71,73,79,81,82,83,84],implemet:36,impli:32,implicit:74,imposs:[62,131],impractic:83,improv:[8,72,73,75,110,116],in_fals:21,in_plac:21,in_tru:21,inarg:[4,36],inbound:116,inc_path:86,includ:[7,8,9,14,15,21,23,29,31,32,38,41,46,47,49,51,58,59,61,62,67,69,75,81,104,106,110,112,116,127,128,129],inclus:62,incom:54,incorpor:8,incorrect:8,increas:[33,37,46,91],increment:[42,50],incupd:105,inde:13,independ:[8,30,38,72,74,79,82,131],index:[7,8,11,13,14,21,28,30,31,33,37,67,69,84,99,116],indexslot:8,indic:[7,8,21,31,38,43,49,61,67,76,80,82,84,116],indice_map:84,indices_map:84,individu:[33,64,116],industri:[33,57,131],ineffici:[66,83],infer:[15,21,29,31,33,42,47,52,53,54,55,58,60,68,69,74,75,80,83,96,97],infer_shap:69,infer_var_type_:53,inferfac:53,inferior:40,infershap:[31,69,75,106,107],infershapecontext:[106,107],infervartypefn:53,info:[7,8,14,46,61,96,99,105,115,118,131],infom:8,inform:[8,14,21,28,31,41,45,51,54,57,61,64,69,71,77,79,80,110,116],infrastructur:[47,116],ingrad_:56,inherit:[31,63,75,82],ininst:29,init:[6,20,28,31,49,56,61,62,71,72,96,97,105,114,116,118],init_attr:69,init_from_tar:28,init_hook:[99,135],init_model_path:[122,123,125,133,135],initi:[2,6,8,9,14,16,21,28,32,37,42,50,61,64,65,69,71,72,73,77,81,84,97,113,123,135],initial_max:[6,91],initial_mean:[6,8,91],initial_min:[6,91],initial_std:[6,8,91],initialize_op_attr:69,initpaddl:4,initrd:131,inlcud:9,inlin:[82,107,116],inner:[8,89,99],inner_:99,inner_mem:99,inner_param_attr:9,inner_rnn_output:99,inner_rnn_st:99,inner_rnn_state_:99,inner_step:99,inner_step_impl:99,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:107,input1:[8,9,107],input2:8,input:[2,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,54,56,60,61,62,65,66,68,69,70,71,72,73,74,75,76,79,81,82,83,84,89,90,91,96,97,98,99,101,102,105,106,107,113,118,125,133,135],input_conf:8,input_data:105,input_data_target:105,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:105,input_id:8,input_imag:9,input_index:105,input_label:105,input_lay:105,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:84,input_seq:8,input_sequence_data:105,input_sequence_label:105,input_sparse_float_value_data:105,input_sparse_non_value_data:105,input_t:105,input_to_check:30,input_typ:[89,99,135],input_valu:30,input_var:[30,69],inputbuff:36,inputdef:105,inputgradi:76,inputlayers_:105,inputs_to_check:30,inputtyp:13,insert:[64,68,75,76,104],insid:[7,9,33,42,54,66,70,71,73,75,76,116],instal:[8,41,56,78,86,92,93,95,97,104,108,110,111,114,117,127,128,129],install_android:127,instanc:[8,30,31,33,35,39,43,52,61,62,65,69,71,72,75,76],instance_ip:116,instanti:[33,43,113],instead:[8,9,11,13,32,36,41,46,47,50,51,71],instrins:46,instruct:[31,50],int16:85,int32:[60,67,84,85,123],int64:[21,44,60,80,83,85],int8:60,integ:[2,7,8,13,21,37,41,46,58,62,96,135],integer_sequ:89,integer_valu:[2,13,89,96,99,135],integer_value_sequ:[2,13,62,99,102,135],integer_value_sub_sequ:99,integr:[7,131],intel:[47,60,82],intellig:20,inteloptimizedpaddl:56,inter:[8,71],interact:[8,116],intercept:8,interchang:[50,75],interconnect:64,interest:[46,64],interestingli:47,interfac:[6,8,9,20,23,25,26,28,31,37,41,45,51,64,66,75,76,82,116,131],intergr:8,intermedi:[45,49,63,71],intern:[8,9,20,23,28,46,110,111,116],internel:56,internet:[32,33,131],interpret:[7,43,47],interv:8,intrins:[43,46],introduc:[8,15,31,33,49,55,57,77,79,81,110],intuit:[40,75],inval_:56,invalid:[70,79],invent:47,invoc:[32,47,48,75],invok:[2,8,18,28,66,69,71,73,75,76,81,83,112,116],involv:62,iob:7,ioe:7,ios:128,ios_arch:128,ios_deployment_target:128,ios_development_root:128,ios_enable_bitcod:128,ios_platform:128,ios_sdk_root:128,ios_use_veclib_for_bla:128,ip_str:118,ips:[116,118],ipt:[8,69,81,91,99,102],ipx:131,ipython:29,is_color:15,is_gener:133,is_loc:28,is_predict:135,is_revers:21,is_seq:[8,102],is_spars:21,is_stat:[6,91],is_target:68,is_tensor:81,is_test:[21,134],is_traget:68,is_train:[2,15],isinst:[4,96],ispodallrun:118,isspars:105,issu:[32,49,74],issue_numb:104,istag:78,item:[8,13,28,40,46,70,97,118,131],iter:[2,8,9,10,13,28,29,33,47,65,70,71,84],iter_multiple_input_and_param:69,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,57,61,62,64,65,66,68,69,75,76,79,80,81,82,83,112,116],itself:[33,40,65,79],ivs:81,java:[31,58,67,75],jeremi:112,jian:20,job:[14,40,71,74,75,118,122,123,125,134,135],job_dispatch_packag:115,job_id:14,job_mod:133,job_nam:[41,116,118],job_namespac:[116,118],job_path:[116,118],job_path_output:118,job_workspac:115,jobnam:118,jobpath:[116,118],jobport0:116,jobport1:116,jobport2:116,jobport3:116,jobselector:118,jobserv:41,join:[33,99],jointli:9,jpg:[15,134],json:[51,116,117],jth:9,judg:8,juditski:65,jupyt:41,just:[5,7,8,9,14,21,32,37,38,47,49,53,65,66,69,70,71,75,76,77,79,80,116],jx4xr:116,jypyt:29,k8s:[118,131],k8s_data:[116,118],k8s_job:29,k8s_token:29,k8s_train:[116,118],k8s_user:29,kafka:35,kaim:20,kaimingh:134,kebilinearinterpbw:112,kebilinearinterpfw:112,keep:[8,13,15,20,33,47,50,62,65,69,79,81,131],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,54,75,76,81,84,103,104,112,118],kept:[8,69],kera:77,kernel:[8,30,46,47,54,56,65,77,80,82,83,106,107],kernel_hint:54,kerneltyp:[54,83],kerneltypepair:83,key1:123,key2:123,key_pair_nam:116,keyid:116,keymetadata:116,keypair:116,keyserv:116,keystat:116,keyusag:116,keyword:[69,118],kforcecpu:54,kill:[33,116],kind:[29,30,33,39,50,54,63,64,82,83,85,116,117,118],kms:116,knchw8c:60,knchw:60,knhwc:60,know:[29,37,57,110,116],known:[21,31,47,48,61],kriz:14,kselectedrow:80,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:116,kubectl:[115,117,118,119],kuberent:[33,116],kubernet:[29,33,75,114,118,120,121,131],kubernetes_service_host:29,kusecudnn:54,kusemkldnn:54,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,69,81,99,135],kwd:25,l1_rate:6,l1_regularization_op:77,l2_rate:6,l2_regularization_op:77,l2_sim:8,l2regular:[89,135],l93:36,label:[2,7,8,13,14,15,21,28,42,47,49,50,51,63,67,70,71,73,74,83,89,96,99,113,117,134,135],label_dim:[8,99,135],label_fil:70,label_lay:70,label_path:70,labelselector:118,lag:123,lake:2,lambdacost:8,lambdarank:8,lan:114,languag:[8,14,50,75,79,133],larg:[11,14,57,65,71,73,104],larger:[6,7,8],larger_than:[31,52,67],last:[7,8,9,21,47,61,67,98,99],last_seq:[62,99],last_time_step_output:8,lastseen:117,latenc:[8,46,71,116],latent:8,later:[32,47,75,77,82,107,116,132],latest:[8,31,32,33,40,86,93,104,108,117,118],latter:[65,84,110],launch:116,launcher:29,layer1:[8,9,89,98],layer2:[8,89,98],layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,63,65,67,70,71,73,75,77,81,82,84,89,91,96,97,98,101,102,105,113,134,135],layer_0:105,layer_att:90,layer_attr:[8,89,90,102,125],layer_help:54,layer_num:[125,134],layer_s:8,layer_typ:[8,55,56],layerbas:105,layerconfig:105,layergradutil:105,layerhelp:[21,54,69],layermap:105,layeroutout:8,layeroutput:9,layers_test:86,layout:[15,83],layout_:[54,60,83],layouttyp:[54,83],lazi:[65,77],lbl:7,lead:60,leaki:49,learing_r:63,learn:[6,7,8,9,10,14,29,38,40,43,49,50,56,62,64,65,70,71,73,74,75,77,82,93,112,132,134],learnabl:28,learning_method:[133,135],learning_r:[6,23,38,71,89,91,113,133,135],learning_rate_arg:91,learning_rate_decay_a:91,learning_rate_decay_b:91,learning_rate_schedul:91,leas:33,least:[7,21,33],leav:[31,116],lecun:14,left:[8,31],left_cmd:13,left_right_flip:15,legal:81,len:[2,8,21,38,44,47,69,97,99,105,118,135],length:[8,9,13,14,15,21,38,46,55,57,61,62,75,84,117],less:[8,21,29,131],less_than:29,let02:117,let:[7,8,29,31,40,48,50,54,60,61,62,63,76,82,83,110,116],level:[6,8,20,21,46,48,51,57,61,62,82,84,85,101],lgtest:32,lgtest_main:32,lib64:[86,93,123],lib:[59,92,110,111,127,128,129],lib_path:86,libapi:32,libari:59,libc:95,libcuda:[86,93],libgcc_:95,libgoogl:[110,111],libiomp5:56,libmkldnn:56,libmklml_intel:56,libnvidia:[86,93],libpaddl:[58,59,75,104,110,111],libpaddle_capi:59,libpaddle_gserv:59,libpaddle_math:59,libprotobuf:91,librari:[8,32,39,56,59,64,71,83,123],library_:60,librarydevicecontext:60,libstdc:95,licens:[56,64],life:33,lifecycl:131,lifetim:79,lightweight:48,like:[7,8,13,14,21,31,32,33,36,41,43,47,48,49,50,51,53,60,64,65,69,70,75,76,77,79,80,83,84,110,113,116,131,134],limit:[8,13,21,47,57,62,75,77,91,112],linaro:129,line:[2,7,13,25,32,36,41,45,50,65,67,69,75,77,89,91,99,104,110,116,125],line_break:13,line_count:91,linear:[8,21,62,89,91,96,97],lineno:[110,111],link1:46,link2:46,link:[8,9,32,44,45,79,101,116,131],linux:[13,44,95,103,116,127,129],linux_x86_64:[78,86,95],lipeng:133,lipo:128,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,60,63,66,69,74,76,79,84,89,110,111,116,125,134,135],listdir:114,listen:33,littl:[38,47,54,57],live:113,load:[15,29,33,49,64,69,71,96,116,118,134],load_and_transform:15,load_data_arg:4,load_featur:134,load_feature_c:134,load_feature_pi:134,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[122,123,125,133],load_mnist:49,load_paramet:91,loadparamet:4,loadsave_parameters_in_pserv:[36,122,123],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,61,67,69,75,92,110,118,122,123],local_scop:30,localhost:[93,108],localip:118,localpath:45,locat:[8,28,32,47,60,84],lock:[32,33,37,38,73],lod:[21,57,61,80,84,85],lod_desc:[80,85],lod_expand:62,lod_level:[21,69,80,85],lod_tensor:[21,61,80,85],lod_tensor_arrai:21,lodtensor:[21,53,57,75,85],lodtensorarrai:21,lodtensordesc:[57,80],log:[37,45,49,71,87,91,95,105,114,115,116,117,118,119,123],log_barrier_abstract:[122,123],log_barrier_lowest_nod:[122,123],log_barrier_show_log:[122,123],log_clip:[122,123],log_error_clip:[122,123],log_period:[117,118,123,125,135],log_period_serv:[122,123],logarithm:5,logger:[2,99],logic:[40,49,53,63,64,66,71,73,79,84],logist:135,logit:[49,83],longer:[33,71],look:[2,7,21,31,41,47,50,65,69,76,77,113,116],lookahead:8,lookup:[21,53,62,113],loop:[30,31,47,70,79],loop_var:84,loss:[8,23,49,51,63,65,77,135],lot:[60,62,65,69,71,77,131],low:[8,20,63,64,82,84],low_rnn:61,lower:[8,46,61,62],lower_level_rnn:61,lpaddle_capi_shar:59,lpaddle_capi_whol:59,lrelu:49,lstm:[8,21,99,102,117,135],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,99],lstm_group_input:99,lstm_input:99,lstm_last:99,lstm_layer_attr:9,lstm_nest_group:99,lstm_output:99,lstm_size:135,lstm_step:9,lstm_unit_op:21,lstmemori:[9,90,99,102],lstmemory_group:[8,90,99],lstmemory_unit:90,lstmlayer:55,ltr:8,mac:[59,127],machin:[9,14,28,47,49,56,64,65,71,73,77,89,101,116,119,131],machine_transl:102,maco:[95,103],macro:[48,60,76],made:[33,38,47],mai:[8,9,30,31,42,46,54,64,70,71,73,74,75,79,83,116],main:[4,21,47,51,64,67,75,110,111,116],main_program:[18,21,42],mainli:[39,60,82],maintain:[8,31,37,65,69,75,116,132],majel:32,major:[46,71,83],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,61,62,65,66,69,70,71,72,75,77,82,84,92,103,104,105,106,108,110,112,116,127,128,129,131],make_ddim:107,make_function_oper:48,make_vari:81,maker:[75,76],malloc:82,man:44,manag:[23,28,33,38,39,45,71,79,82,108],mandarin:8,mani:[9,15,32,37,47,49,54,62,66,69,75,76,79,80,81,83,84],manili:51,manipul:[47,69,76],manner:[8,65,77],manual:[63,65,71,76,91,131],manufactur:47,manylinux1:95,manylinux1_x86_64:[78,86,95],map:[7,8,13,28,29,31,37,60,69,76,79,81,82,83,84,96,131],map_fn:84,map_read:13,mapper:13,mapreduc:29,mark:[49,50,61,62,73,79,110,131],market:46,mask:[6,8,21],master:[29,40,75,78,129],mastermind:32,mat:[58,59],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:[8,21,32,46,89],matchbox:131,math:[9,56,58,75,105,106,112],mathemat:77,matirx:8,matmul:[31,51,61,84,106],matrix:[7,8,9,13,21,28,36,58,59,105,106],matrixptr:105,matrixtyp:59,mattyp:36,max:[6,8,13,14,21,22,30,69,72,91,98,112,125],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,62,102],max_movie_id:14,max_relative_error:[30,106],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:82,maxpool:8,mayb:31,md5:[14,34],mean:[6,7,8,9,10,11,13,15,20,28,32,51,62,68,70,71,72,79,83,89,110,113,116,123,131,134],mean_meta:134,mean_meta_224:134,mean_valu:134,mean_var_nam:8,meant:84,measur:42,mechan:[8,9,39,42,69,76,116],mem:[8,31,41,62,99],mem_per_p:74,mem_per_train:74,member:[8,14,29,50,51,60,66,69,79],memcpi:[66,112],memor:8,memori:[9,31,36,37,41,46,56,57,60,62,65,75,83,102,107,112,113,117],memory_boot:9,memory_nam:[8,90],memory_test:103,memory_threshold_on_load_data:[122,123],memoryalloc:82,mention:[21,32,37,47,61,64,65,71,73],mere:9,merg:[8,18,38,40,42,56,61,64,66,72,104],mergedict:133,messag:[31,43,47,50,57,67,68,69,75,76,80,85,86,104,117],meta:134,metadata:[44,116,117,118],metal:131,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,54,63,64,69,70,72,73,75,79,80,83,84,110,111],methodolog:65,metric:[18,42],mfs:118,microarchitectur:46,might:[8,31,32,47,67,73,110,116],million:14,min:[6,8,69,72,112,116,125],min_block:31,min_count:73,min_desc:31,min_pool_s:[2,89],min_word_freq:14,mind:110,mini:[8,13,18,21,28,31,33,42,43,47,52,61],mini_batch:70,minibatch:[8,21,31,42,50,52,67],minim:[23,31,47,49,63,73,75,113],minimum:8,minsizerel:[127,128,129],minu:76,minus_grad:76,minusgradop:76,minusop:76,minusopgradmak:76,minusopprotoandcheckermak:76,minut:[33,40,116],mip:127,mirror:32,mislead:38,miss:49,mistak:47,mit:116,mix:[9,84,102],mixed_lay:[9,99],mixed_layer_attr:9,mixedlayertyp:8,mixtur:110,mkdir:[45,92,108,116,119],mkl:[47,75,82,83,92],mkl_packed_:55,mkldevicecontext:82,mkldnn:[8,56,60,83],mkldnn_:56,mkldnn_batch_norm:8,mkldnnactiv:56,mkldnnbase:56,mkldnnlayer:56,mkldnnmatrix:56,mkldnnplace:[82,83],mkldnnstream:56,mkldnntester:56,mklml:56,mklpack:55,mklpackedgatedrecurrentlay:55,mklpackedgemm:55,mklpackedlstmlay:55,mklpackedrecurrentlay:55,mlp:51,mlr:20,mnist:[2,4,35,49,50,67,70,71,74,75,110,111],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:70,mnist_train:[2,70],mnist_train_batch_read:70,mnt:118,mobil:[46,47,75,108,126],mode:[8,25,28,46,55,64,104,118],model:[8,9,14,28,31,33,34,42,50,55,63,64,65,71,73,74,75,77,83,84,96,97,108,116,125,132,133,135],model_config:4,model_list:[123,125],model_path:125,model_zoo:[133,134],modifi:[8,46,51,71,77,104,116],modul:[2,9,14,28,48,49,62,71,84,91,106,110,111,134,135],modular:62,modulo:8,moment:[23,110],momentum:[6,21,23,79,89,96,135],momentumop:[110,111],mon:117,mono:8,month:32,more:[7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,54,60,61,62,63,69,70,71,73,75,77,84,91,110,112,113,131],most:[8,13,21,28,29,32,40,50,51,60,62,65,70,71,77,82,83,110,113,131],mostli:[46,131],motiv:75,mount:[41,116],mountpath:[116,117,118],move:[8,33,37,45,47,65,116,131],movi:[2,14],movidiu:47,movie_categori:14,movie_id:118,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[64,119],mpirun:119,mse:[47,50,63,67],msra:20,much:[8,33,47,63,70,77,84],mul:[48,69,74,105,106],mul_grad:106,mul_op:[21,106],mul_ratio:8,mul_result:69,mulgradkernel:106,mulkernel:106,mulop:[48,106],mulopgrad:106,mulopmak:106,multi:[8,42,64,66,110,131,134],multi_binary_label_cross_entropi:8,multi_crop:134,multigradientmachin:66,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,54,64,71,73,74,75,83,85,96,110,116],multiple_input:69,multiple_param_attr:69,multipli:[7,8],multiprocess:13,must:[5,7,8,9,13,15,21,38,57,60,68,69,70,75,81,89,105,106,107,114,116],mutabl:[82,107],mutable_data:[82,106,107],mutuable_data:82,mxnet:[31,47],my_cluster_nam:116,my_cost:91,my_external_dns_nam:116,my_lib:114,mypaddl:[117,118],name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,57,59,62,67,69,74,75,78,80,81,84,85,91,96,97,99,102,105,112,113,117,118,120,121,125,131,135],name_prefix:35,namespac:[31,52,58,69,105,106,117,118],nativ:[8,46],natur:[37,40,62,73,84],ncall:[110,111],nccl1:64,nccl2:64,ncclinit:64,nchw8:83,nchw8c:83,nchw:[8,21,56,60],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:127,nearest:46,nearli:30,necess:84,necessari:[8,31,38,40,42,57,62,66,69,81,84],neck:64,need:[7,8,9,13,20,21,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,54,60,62,63,64,65,66,68,69,71,73,74,75,76,77,79,80,81,82,84,86,112,116,118,131],need_tran:91,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:64,neon:46,ner:7,nerual:21,nervana:47,nest:[8,13,31,67],net:[8,9,16,31,49,61,79],net_diagram:134,netop:[31,75],network:[4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,55,56,61,63,65,70,71,73,77,79,81,82,83,85,90,96,97,99,118,125,131,133,134],network_config:125,networkadministr:116,neural:[8,9,13,20,28,29,31,33,51,55,56,61,65,71,77,79,82,83,85,97,99,101,133],neuralnetwork:66,neuron:21,never:[13,70,79,116,117,118],new_block_idx:69,new_stat:61,newblock:69,newest:38,newli:[46,131],newop:31,newopdesc:69,newprogram:69,newremot:71,newvardesc:69,next:[2,8,14,33,39,62,64,84,110,116],nextlay:56,nfs4:116,nfs:[116,118],nfsdir:118,nfsver:116,ngram:14,nic:[118,122,123],nil:37,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:89,nnz:105,no_cach:2,no_grad_set:[23,30,106],no_sequ:[2,8,96],node0:118,node1ip:119,node2ip:119,node3ip:119,node:[8,32,40,51,62,64,71,73,74,75,85,116,117,118,119,131],node_0:[116,118],node_1:[116,118],node_2:[116,118],node_id:114,nodeattr:51,nodeentri:51,nodefil:115,nodesep:51,nohup:114,nois:[8,33,49],noisi:[8,49],non:[8,21,33,46,47,80,116],none:[2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,61,62,63,67,69,74,81,84,102,113,134],nonlinear:20,norm:[9,49,60],norm_by_tim:8,normal:[8,9,14,20,65,117,118,134],notat:8,note:[6,8,9,11,15,18,28,29,31,36,37,41,57,64,70,75,82,83,107,116],notebook:[41,93],noteworthi:47,noth:[5,28,54,69,79,104],notic:[47,64,76],notin:83,notingradi:106,notion:84,notori:30,now:[13,32,33,49,57,60,65,73,75,76,77,79,101,116],np_arrai:13,nproc:103,nullptr:[76,79,105],num:[8,9,114,118,123],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:[114,122,123],num_group:8,num_hidden:51,num_neg_sampl:8,num_p:[71,74],num_parameter_serv:29,num_pass:[28,96,117,118,122,123,125,135],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:80,num_samples_process:91,num_shard:35,num_step:84,num_train:[71,74],number:[7,8,9,13,14,15,21,31,33,35,42,65,70,73,75,81,84,110,116],numchunktyp:7,numdevices_:125,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:125,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,69,70,91,92,96,106,134],numreal:36,numsampl:112,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:103,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,60,64,82,86,93,103],nvlink:64,obei:7,obj:[2,91,134,135],object:[2,6,8,9,13,28,29,36,42,49,51,58,63,69,74,75,77,79,112],observ:8,obtain:[21,40,65],obviou:60,obvious:[32,110],occup:118,occupi:46,occur:[14,28],occurr:31,oct:117,odd:8,off:[59,92,103,104,108,114,127,128,129,131],offer:[31,74,75,81],offici:[8,32,116],offlin:[33,35,131],offset:[8,36],often:[8,36,51,60,110],ograd:105,old:[30,38,40,62,75],older:47,omega:77,omit:[89,135],omp_num_thread:[110,111],ompi_comm_world_rank:114,on_init:2,onc:[8,33,37,42,47,50,65,71,73,116],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,60,61,62,63,64,65,66,67,68,69,70,71,74,75,76,79,80,82,83,84,113,116,131,135],onehotcrossentropyopkernel:106,ones:[48,49,75],onli:[7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,61,62,63,64,66,69,71,73,74,75,80,81,82,83,84,99,101,116,131],onlin:[8,10,33,35,70],only_cpu:30,onnx:47,onto:[21,71,73,116],op_:106,op_check:106,op_class:[75,81],op_desc:[53,68],op_info:113,op_maker_class:[75,81],op_proto:81,op_registri:113,op_test:106,op_typ:[75,106],opattrcheck:106,opcreat:81,opdesc:[31,50,67,68,69,75,76,81,85],opdescbind:[53,76],opdescbuild:31,open:[2,8,15,29,35,47,49,56,70,89,91,96,99,110,116,134],openbla:[92,93],opencv:15,openmp:110,openmpi:[114,119],opensourc:64,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,54,61,62,63,64,68,71,72,74,77,79,82,83,85,106,107,113,116],operand:[21,46],operartor:107,operator_grad:30,operatorbas:[31,48,75,76,81,106],operatorwithkernel:106,opinfo:[53,75,76],opinfomak:53,opinfomap:76,opkernel:[106,107],opkernelkei:75,opkerneltyp:60,opmak:81,opproto:106,opprotoandcheckermak:[76,106],opprotomak:[81,106],opregist:81,opregistri:81,ops:[23,30,31,32,50,51,65,67,68,69,75,82,106,131],ops_:31,ops_test:32,opt:[29,63,68,74,81,92,118],opt_op_list:63,optest:106,optim:[6,16,27,28,30,49,64,65,66,67,71,72,73,74,75,77,80,89,91,96,110,113],optimis:63,optimize_op_attr:69,optimzi:89,option:[7,8,18,21,25,29,32,49,54,57,67,68,69,75,80,81,85,110,127,131],optmization_op_list:63,opts_np:68,optyp:[53,81],opwithkernel:[80,83],order:[8,9,13,15,21,28,50,57,70,77,84,110,111,116,118,131],ordereddict:28,oregon:116,org:[7,8,9,14,20,35,44,49,93,114],organ:[7,8],orient:81,origin:[8,9,13,14,21,30,46,49,79,84,104],other:[7,8,9,13,21,23,31,33,38,45,46,47,53,60,61,65,68,77,79,81,82,83,110,113,116,131],otherchunktyp:7,otherwis:[8,13,14,15,21,28,29,33,38,40,49,53,70],our:[29,32,49,53,60,64,65,71,73,79,84,110,116],out:[8,21,28,29,31,32,37,40,47,51,61,62,69,71,83,89,99,101,102,106,107,110,111,116],out_dir:[116,118],out_left:8,out_mem:102,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,99],outer_mem:99,outer_rnn_st:99,outer_rnn_state_:99,outer_step:99,outgrad_:56,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,57,61,62,65,67,68,69,70,71,73,75,76,79,80,81,82,83,84,89,96,99,102,106,107,110,115,117,118,125,133,134,135],output_:[8,56],output_all_step:61,output_dim_idx:21,output_dir:134,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,89,96,97,134],output_max_index:11,output_mem:[8,102],output_mod:25,output_nam:30,output_num:61,output_path:35,output_s:21,output_seg:84,outputbuff:36,outputgradi:76,outputh:8,outputw:8,outsid:[2,8,9,71,79],outupt:84,outv:105,outval_:56,over:[8,9,21,28,29,47,64,65,84],overal:[49,65,131],overfit:[21,77],overlap:[7,8],overlap_threshold:[7,8],overload:[46,54],overrid:[31,33,45,74,82,106,107],overview:[37,38,39,82],overwrit:45,own:[8,38,40,43,51,53,63,64,65,71,74,77,81,116],paam:15,pack:[84,91],packag:[13,14,37,41,48,56,78,86,110,111,116],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:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,55,56,57,58,59,61,62,66,67,71,74,75,77,81,82,84,89,91,92,93,95,96,97,102,103,104,105,106,108,110,111,112,113,114,115,116,117,118,119,125,127,131,133,135],paddle_begin_init_param:38,paddle_dir:106,paddle_doc:108,paddle_docs_cn:108,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:[106,107],paddle_error:[58,59],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:114,paddle_init_param:38,paddle_init_port:114,paddle_init_ports_num:114,paddle_init_ports_num_for_spars:114,paddle_init_pserv:114,paddle_init_trainer_count:114,paddle_init_trainer_id:114,paddle_init_use_gpu:114,paddle_job:41,paddle_manylinux_devel:92,paddle_matrix:[58,59],paddle_matrix_cr:59,paddle_matrix_get_shap:58,paddle_matrix_shap:58,paddle_n:118,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:117,paddle_paramet:38,paddle_port:118,paddle_ports_num:118,paddle_ports_num_spars:118,paddle_process_by_paddl:118,paddle_pserver2:115,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:133,paddle_save_model:38,paddle_send_grad:38,paddle_server_num:118,paddle_source_root:133,paddle_train:[59,78,115,118],paddle_with_mkldnn:60,paddlepaddl:[8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,61,62,63,66,69,70,74,75,79,84,85,92,93,95,97,102,103,104,110,111,112,114,115,117,118,120,121,127,129,131,132,133],paddlepaddle_gpu:95,paddlepaddlebook:93,page:116,pain:74,pair:[7,8,23,25,31,50,63,71,75,83],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:133,paper:[8,20,49],para:[36,133],paraconvert:133,paradigm:[43,75],paragraph:61,paragraph_data:61,paragraph_out:61,parallel:[64,71,73,75,83,112,116,117,118,125],parallel_nn:[6,122,123],paralleldo:72,param:[6,8,9,13,21,23,30,31,38,66,69,82,91,107],param_attr:[8,9,21,22,36,69,89,91,102],param_config_proto:38,param_fil:91,paramattr:[6,8,16,21,89,91,102],paramet:[7,9,10,11,13,18,21,23,27,30,31,32,34,36,40,43,45,47,49,50,51,53,57,61,63,64,67,70,71,72,79,81,83,84,89,91,96,97,113,114,115,118,123],parameter_block_s:[122,123],parameter_block_size_for_spars:[122,123],parameter_learning_r:6,parameter_list:[23,63],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient2:118,parameterclient_:36,parametermap:105,parametermutex_:36,parameters_:105,parameters_and_grad:[23,63],parameterserver2:36,parameterset:29,parameterupdat:66,parameterupdater_:36,parametr:8,params_grad:63,params_pass_90:96,params_pass_:96,paramt:116,paraphras:133,paraphrase_data:133,paraphrase_model:133,paraphrase_modeldata:133,paraspars:105,parent:[31,67,69,75],parent_:[31,79],parent_idx:69,parenthes:75,pars:[13,14,32,51,103,116],parse_config:4,parse_known_arg:118,parsefromstr:91,parser:[13,118],part:[7,8,31,40,47,57,67,69,71,82,110,131],partial:[8,28],partial_sum:8,particular:[50,57,75,83],particularli:20,partit:[33,35,71,73,75,116],paserv:118,pass:[2,8,13,18,21,26,28,31,33,42,47,49,57,63,65,66,68,69,70,75,77,79,83,84,89,96,104,112,116,117,118,123,125,135],pass_gener:8,pass_id:[28,96],pass_idx:70,pass_manu:91,passtyp:105,past:[29,116],patch:44,path:[7,13,14,15,28,33,37,38,41,62,70,116,117,118,123,127,128,129],path_to_paddlepaddle_working_directori:108,pattern:[14,33,58,65,77,116],paus:[33,40],pcie:64,pdf:9,peer:[64,87],pem:[29,35,116],pend:[33,37],pep425tag:[86,95],per:[7,8,14,15,33,38,64,65,70,77],percal:[110,111],perf_test:[110,111],perform:[8,9,20,21,30,38,42,46,47,49,64,66,70,71,75,77,82,83,111,112,122],perftool:[110,111],period:[33,40,74,123],permiss:116,permut:21,peroid:[8,15],persist:[43,80,85,116],persistentvolum:116,persistentvolumeclaim:[116,118],person:[7,29,54],perspect:75,perturb:30,peter:74,pex:131,pfs:[35,45,74],pfsclient:35,pfspath:45,pgp:116,phase:[21,62,64,65,70,76,131],philosophi:[65,77],photo:49,physic:131,pick:116,pickl:[114,119],pictur:64,piec:[8,9],pil:15,pillow:41,pip:[78,86,92,95,97,104,108,110,111],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,21,33,40,43,54,64,71,73,75,83,107,113],place_:[54,60,82,83],placehold:[49,82,107],placement:73,plain:[7,8,13,41,57,59,60],plan:[33,75],platform:[31,60,82,95,106,107,113,116,127,128],pleas:[6,8,9,10,15,29,33,37,38,39,51,60,61,69,70,74,75,82,85,86,108,110,116,118,132],plot:29,plu:[8,30],plug:[64,65],pnpairvalid:122,pod:[35,41,116,117,118],pod_nam:116,podip:118,podlist:118,point:[21,31,33,41,46,64,74,82,107,110,112,131],pointer:[31,38,47,51,60,69,75,79,82,107],polar:14,poli:91,polici:[82,116],pollut:40,polyak:65,ponit:51,pool3:105,pool:[9,21,27,72],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:[9,89,135],pooling_typ:[8,89,98,135],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51],port:[32,110,114,116,117,118,122,123],port_num:122,portabl:51,portal:108,ports_num:[114,118,123],ports_num_for_spars:[36,114,118,122,123,125],pose:33,posit:[2,7,8,9],positive_label:7,possibl:[29,31,37,69,73,77],post:[41,44],postpon:77,potenti:[46,112],pow:91,power:[46,64,131],ppo_workspac:108,pprof:[110,111],pre:[8,9,14,29,38,54,116,133],pre_activ:69,pre_bia:69,pre_dictandmodel:133,pre_stat:[61,84],preambl:69,precis:[7,42,46,65],precision_evalu:7,precompil:43,pred:51,predetermin:8,predic:14,predict:[2,4,7,8,28,71,77,89,97,133,134,135],predict_fil:[122,123],predict_lay:28,predict_output_dir:[122,123,135],predict_sampl:4,prediction1:28,prediction2:28,prefer:[47,54],prefetch:[36,105],prefix:[7,9,33,35,62,116],pregrad:105,premodel:133,prepand:69,prepar:[30,41,66,114,119,120],prepend:69,prepend_oper:69,preprocess:[14,15,84,133,135],present:[29,31,84,104],preserv:45,press:20,prev_batch_st:[122,123],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[10,21,29,33,37,40,77,110],preview:75,previou:[8,9,28,33,45,61,62,73,110,116],previous:8,previous_memori:31,price:[14,75,97],primari:[47,50],primarili:[65,77],primit:[46,56,64,84],principl:[29,32,60],print:[4,6,28,29,47,51,71,86,95,96,97,110,119],print_graphviz:51,print_s3_bucket:13,printallstatu:112,printer:7,printstatu:112,priorbox:8,prioriti:75,prite:7,privat:[31,59,69,79,80,81,82,84,104,107],privileg:116,pro:64,prob:[7,28,97],probabilist:[8,133],probabl:[7,8,21,28,62],problem:[8,29,30,32,40,47,49,50,65,75,77],proc:93,proce:[13,33,70,116],procedur:[31,57],proceed:20,process2:99,process:[2,6,8,9,13,29,31,35,36,37,40,42,43,47,51,56,57,64,71,77,81,89,91,99,110,116,118,135],process_num:13,processdata:134,processor:[46,112],prod:104,produc:[8,9,13,33,47,51,70],product:[8,9,21,41,47,96,116],productgraph:117,prof:[110,111],profil:[16,45,111,112],profl:111,proflier:112,prog:118,program:[13,18,20,21,25,29,35,38,40,43,50,52,63,64,70,71,74,75,79,110,112,118],programdesc:[43,47,57,68,69,74,76],programm:[47,69,71],progress:[33,37],proj:8,project:[8,9,41,59],promis:[8,9,62],prompt:[45,47],prone:29,propag:[8,10,47,65],proper:54,properli:54,properti:[51,77],propos:[31,47,62,63,64,65,72,73,84],proprietari:56,protect:[46,81,105,106],proto:[11,54,57,60,67,75,81,85,106],proto_:81,protobuf:[28,31,41,43,47,50,51,57,67,69,75,76,81,91],protocol:[7,113,131],protomak:106,provi:114,provid:[8,14,21,29,31,38,41,42,43,46,47,49,51,53,54,64,65,69,74,77,81,82,84,89,97,99,110,116,122,131,135],provis:[116,131],prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,75,114,115,116,118,122,123],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,122,123],pserver_spec:28,pseudo:[29,41,76,84],pseudocod:84,psize:105,ptr:[59,82],pub:119,pull:[32,75,78,93],purpos:[8,33,54,71,73,112],push:[31,43,47,118],push_back:105,put:[32,33,36,69,73,82],pvc:116,pwd:[92,93,103,104,108,127],pxe:131,py_paddl:[4,86],pybind:[31,46],pydataprovid:89,pydataprovider2:[2,4,118],pyramid:8,pyramid_height:8,python2:[110,111],python:[13,21,28,29,31,39,42,43,47,48,49,50,51,54,58,62,66,75,78,82,84,86,89,92,95,97,102,103,104,105,106,108,111,113,114,119,133,134],pythonpath:86,pytorch:47,qualcomm:46,queri:[7,8,116],query_id:7,question:[8,29,73,81,116],queue:73,quick:51,quick_start:[41,116,117,118,120,135],quick_start_data:117,quickli:[62,69,75],quickstart:117,quit:62,r14b:127,r_t:8,rais:[13,21,51,114],rajathkmp:49,ran:[73,112],rand:[49,91,112,123,125],random:[6,8,13,20,21,35,49,60,66,69,70,91,106],random_crop:15,random_imag:35,randomli:[15,21,40],rang:[8,13,20,21,35,46,49,70,71,74,81,118,135],rank0:64,rank1:64,rank:[8,21,29,84,116,134,135],rank_tabl:21,rankdir:51,ranktabl:21,rapid:76,rare:2,raspberri:130,raspberrypi:129,raspbian:129,rasspberri:129,rate:[6,7,8,9,10,14,38,89,118],rather:[41,49,84,116],ratio:[8,123],raw:[8,13,57],rdma_tcp:[122,123],reach:[33,64],read:[2,13,15,21,28,29,33,35,47,70,71,73,75,84,91,116,131,134],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_next_from_fil:89,read_paramet:91,read_ranking_model_data:29,readabl:[75,110],reader:[14,28,35,46,49,50,67,71,74,96,110,111,114],reader_cr:35,reader_creator_bool:70,reader_creator_random_imag:[13,70],reader_creator_random_image_and_label:[13,70],readi:[33,116,117,131],readlockguard:36,readm:[59,104],readwritebuffer_:36,readwritemani:116,real:[8,21,36,49,70],real_process:2,realist:29,realiz:[31,60,61],realli:[47,77],reason:[9,29,30,33,47,117],recal:7,receiv:[13,33,41,61,73],recent:65,recognit:[8,134],recommend:[9,29,118],record:[13,37,81,116],recordio:[13,14,29,35,37,71,74],recov:[33,84],recover:75,recoveri:37,rectifi:[8,20],recurr:[55,61,79,99,100],recurrent_group:[9,90,99,101,102],recurrent_lay:9,recurrent_op:84,recurrentgradientmachin:[59,62,84],recurrentgroup:7,recurrentlay:55,recurs:[31,32,45,75],recv:[64,71,73,116],recvparametertyp:36,red:[49,110],redirect:13,reduc:[8,21,46,64,73,75,110,111],reduce_by_kei:75,reduce_mean:49,refactor:[50,62,65,66,69,71,73,77,84],refer:[6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,60,61,64,67,69,75,77,79,82,84,85],referenc:[8,37],refine_unknown_arg:118,reflect:37,reg:81,regard:131,region:[8,79],regist:[60,76,82,83],register_gpu_profil:112,register_lay:105,register_op:[48,75,76,81,106],register_op_cpu_kernel:[82,106],register_op_cuda_kernel:[82,106],register_op_without_gradi:[75,106],register_oper:[53,76],register_tim:36,register_timer_info:112,registerop:81,registr:113,registri:[41,53,82,117,131],regress:8,regular:[6,16,21,23,89,116,135],regularization_coeff:26,reinforc:74,rel:[9,30,40,77],relat:[33,40,41,46,60,79,83,110,131],relationship:[76,82],releas:[74,78,116,127,128,129],reli:[30,62,63,65,77,110],reliabl:[33,77],relu1:51,relu2:51,relu:[8,49,51],relwithdebinfo:[110,111],remain:84,rememb:8,remind:60,remot:[6,32,36,75,104,116,123,125],remote_ess:74,remote_sess:74,remoteparameterupdat:[36,39],remov:[13,45,47,62,104],ren:20,renam:[45,46],reorgan:8,repeat:[31,50,67,68,80,81,85,110],repeatedli:50,replac:[32,37,53,65,74,76],replic:71,replicaset:41,repo:[32,129],report:[37,46,47,71],reportdataset:37,repositori:[8,108,127],repres:[8,9,21,31,37,47,51,57,60,62,65,69,73,74,75,77,80,82,84,85,116],represent:[8,38,49,50,60,62,71,80],request:[32,33,36,40,71,75,78,116,117,131],requir:[7,8,23,29,33,38,40,41,45,46,51,56,61,65,67,68,71,73,75,77,80,81,85,108,116,131],res5_3_branch2c_bn:134,res5_3_branch2c_conv:134,research:[14,47,71],reserv:[21,45],reserveoutput:105,reset:[8,18,33,42,87],reset_program:[18,42],resetingrad:56,resetinvalu:56,resetoutgrad:56,resetoutvalu:56,resetxxx:56,reshap:[30,70,91],reshape_s:8,residu:134,resiz:[15,36,82,106,107],resize_s:15,resize_short:15,resnet_101:134,resnet_152:134,resnet_50:134,resolv:[32,104,117],resourc:[43,64,74,82,116],respect:[30,46,49,61],respons:[8,36,42,49,64,65,66,77,116,117],rest:[8,31,41,44,83,131],restart:[33,38,116,117,131],restartpolici:[116,117,118],restor:[30,65],restrict:[77,79,110,111],result:[2,5,7,8,21,25,28,30,37,42,49,50,51,57,62,63,64,66,71,96,110,112,113,116,135],result_fil:7,resum:40,ret:13,retran:116,retriev:[31,62,79,110],return_op_list:23,return_seq:9,reuqest:78,reus:[31,40,62,70,75],rev:103,revamp:71,reveal:[29,110],revers:[8,9,101,102],review:[14,104,117],reviews_electronics_5:117,rewrit:32,rgb:[8,15],rho:10,rid:47,right:[8,30,31,32,41,42,75,77],ring:64,rkt:[41,103],rmsprop:[65,89,135],rmspropoptim:65,rnn:[8,9,31,47,49,62,69,75,79,101,102,122],rnn_bias_attr:102,rnn_layer_attr:102,rnn_out:102,rnn_output:84,rnn_state:99,rnn_state_:99,rnn_step:8,rnn_use_batch:[55,122,123],rnnalgorithm:62,rnnlm:14,rnnstep:84,roadmap:84,robust:[8,20],rocmplac:60,roi:8,role:[14,29,37,38,64,71,116],rollback:69,root:[10,11,64,116,117,118,133],rot:8,round:[46,64],routin:[46,56,64],row:[7,8,13,21,36],row_id:8,rows_:80,rpc:37,rpcserver:37,rpi:129,rpi_arm_neon:129,rpi_toolchain:129,rsize:116,rstrip:118,rtk:131,rtype:[8,13],rule:[7,47,50,71,116],run:[29,30,31,32,33,41,42,46,47,48,49,50,51,60,61,63,64,65,67,68,71,72,73,74,75,79,80,82,83,86,92,93,103,104,107,108,110,111,112,114,115,116,117,118,120,121,127,131],run_test:92,runinitfunct:[112,118],runnabl:73,running_on_cloud:41,runserv:108,runtim:[2,25,31,53,61,74,75,85,86],runtime_table_:31,safe:41,sai:[8,50,52,70,71],said:47,same:[2,7,8,9,20,21,28,29,30,37,38,40,48,49,51,54,61,62,64,69,71,74,75,76,79,83,84,99,107,116,135],samping_id:8,sampl:[2,7,13,14,42,49,81,135],sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,80,116],save:[2,8,13,28,33,35,37,38,41,50,51,57,65,71,80,85,116,117],save_dir:[117,118,123,125,135],save_only_on:[122,123],save_parameter_to_tar:[28,96],savetxt:91,saving_period:[118,122,123],saving_period_by_batch:[122,123,125],saw:2,scalabl:75,scalar:[8,21,31,52,84],scale:[5,20,65,71,73,76,81,106],scaleop:106,scaleopmak:[75,106],scalingproject:8,scan:[37,75],scatter:[8,64],scenario:62,schdule:116,schedul:[37,41,73,116],scheduler_factor:6,scheme:[7,10,36,77],scope:[30,43,72,74,113],score:[7,8,21,62],scp:119,script:[14,64,92,108,115,116,119,127],sdk:128,search:[8,33,79,102],second:[8,21,29,45,47,49,51,61,62,67,68,70,79,81,106,135],secret:116,section:[47,69,73,110,116],see:[8,9,29,33,46,47,69,74,91,110,116],seed:[20,21,91,112,123],seem:[32,46,47],seen:77,segment:[7,61,84],sel_fc:8,selcet:8,select:[8,62,116],selected_generation_scor:62,selected_id:[8,62],selected_indic:8,selected_row:[80,85],selected_rows_desc:[80,85],selected_scor:62,selectedrow:[53,85],selectiv:8,selector:117,self:[30,42,49,51,55,56,57,63,69,84,105,106],selfnorm:8,semant:[14,29,62,78],semat:29,send:[33,38,54,64,71,73,75,81,85,116],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[65,77,110],sensit:8,sent:[29,38,71,75,81,117],sentanc:89,sentenc:[2,8,14,47,61,62,84,99,102],sentence_input:84,sentence_last_state1:99,sentence_last_state2:99,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,21,25,38,48,65,71,76,77],seper:84,seq:[8,14,99],seq_len:84,seq_pool:[8,98],seq_silc:8,seq_text_print:7,seq_to_seq_data:133,seq_typ:13,seqenc:21,seqlastin:99,seqtext_evalu:7,seqtoseq:[8,91,133],seqtoseq_net:[8,133],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,55,63,67,84,89,96,99,101,135],sequence_conv_pool:135,sequence_group:8,sequence_layer_group:99,sequence_nest_group:8,sequence_nest_layer_group:99,sequencegen:99,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,96],sequenti:[8,31],seri:[9,99],serial:[28,31,37,57,66,75,85],serializ:75,serv:[46,71,75,84,116],server:[29,32,36,39,40,47,64,71,75,87,92,114,115,118,123,131],serverless:33,servic:[110,131],sess:[49,51,63,74],session:[51,63,68],set:[2,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,60,61,62,68,69,75,76,79,82,84,89,91,96,99,103,106,107,108,110,112,116,117,133,134,135],set_active_typ:105,set_default_parameter_nam:6,set_drop_r:105,set_float_el:30,set_input:8,set_siz:105,set_typ:105,setdatatyp:80,setdefault:106,setp:116,setq:103,settotalbyteslimit:91,setup:[65,71,78,105,106,131],sever:[7,8,30,36,49,60,61,62,64,66,69,80,84,116],sexstant:131,sgd:[23,28,29,33,41,65,66,71,73,74,80,96,113,114,122],sgd_optim:113,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,60,61,67,69,74,75,80,82,96,113],shard:[33,34,35,36,37,38,40,71,73,114,116],share:[8,21,32,49,59,66,69,75,77,82,84],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[58,59,79,82,107],shell:116,shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,54,60,61,62,63,65,66,67,70,71,75,76,77,80,81,83,84,85,101,106,108,116],should_be_fals:29,should_be_tru:29,should_shuffl:[2,99],show:[7,10,31,33,45,47,52,57,61,64,65,67,84,103,116],show_check_sparse_distribution_log:[122,123],show_layer_stat:[122,123],show_parameter_stats_period:[117,122,123,125],shown:[8,29,42,64,71,116],shrink_rnn_memori:21,shuf:89,shuffl:[13,89],sid:116,side:[8,28,42,66],sig:116,sigint:115,sigmod:81,sigmod_op:81,sigmod_output:81,sigmoid:[8,22,31,74,81,84],sigmoidactiv:[9,99],sign:[44,57,116],signatur:116,similar:[8,21,31,43,47,62,65,70,71,73,75,77,82,83,84,110,116,131],similarli:[8,13,47],simpl:[5,7,8,9,13,14,23,28,46,50,51,61,65,67,73,77,79,81,84,118],simple_attent:102,simple_gru:[102,135],simple_lstm:[8,90,135],simple_rnn:[8,102],simple_transform:15,simpler:66,simplest:116,simpli:[8,15,29,38],simplifi:[29,62,69,81],simul:[47,128],simultan:116,sinc:[8,9,33,37,39,40,47,53,60,65,70,71,72,74,76,77,84,116,131],singl:[7,9,13,21,33,42,46,54,64,71,73,74,75,79,110],singleton:72,sinlg:28,sit:71,site:[32,110,111,116],situat:[68,83],size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,57,62,65,69,70,71,74,80,81,82,84,89,91,96,97,99,102,105,106,107,113,134,135],size_a:8,size_b:8,size_t:[36,82,84,105],sizeof:31,skip:[70,91,104,116,134],sleep:118,sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slowli:110,small:[8,14,30,49,56,62],small_messag:[122,123],smaller:[8,21,30,33,46,62],smart:79,smooth:8,snap:117,snapdragon:46,snapshot:[34,40,116],snippet:[48,63,116],sock:41,sock_recv_buf_s:[122,123],sock_send_buf_s:[122,123],socket:118,softmax:[8,9,21,29,31,47,51,52,62,67,71,73,74,89,102,105,135],softmax_param:91,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[99,135],softmaxoutput:51,softwar:[46,131],solid:49,solut:[64,131],solv:[29,75],some:[6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,54,60,61,62,63,67,68,69,70,73,75,76,79,82,83,84,116,131],some_c_api_funct:59,some_inst:59,some_op:[53,61,84],some_python_class:58,somecppclass:58,somedata:28,somegotyp:58,someth:[36,69,110],sometim:[8,70],someurl:13,somewhat:38,somewher:79,soon:33,sort:[8,14,84,110,116,118],sort_by_length:84,sourc:[8,14,30,32,45,47,49,56,57,59,62,70,75,110,116],source_dict_dim:[62,102],source_dict_s:62,source_language_word:[62,102],space:[7,8,46,69,73,77],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,21,36,89,105,114,116,118,123,125],sparse_binary_vector:[2,13,89,96],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,96],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36,89],sparse_value_slot:13,sparse_vector:89,sparseparam:105,sparseprefetchrowcpumatrix:105,spatial:8,spatial_scal:8,spec:[116,117,118],special:[8,38,46,53,60,62,63,71],specialvartypeinfer:53,specif:[28,32,33,45,62,75,79,82],specifi:[7,8,18,21,29,30,36,37,38,41,42,43,45,49,57,69,71,72,74,79,81,84,108,110,116],speech:8,speed:[8,9,46,57,64,65,131],sphinx:[58,108],split:[2,8,13,40,47,52,62,72,75,84,99,114,116],split_count:[114,116,118],sqrt:20,squar:[8,10,11,21,51],square_error_cost:[96,113],squarerootnpool:8,squash:104,srand:123,src:[32,114,115,118],src_backward:102,src_dict:91,src_dict_path:91,src_embed:[62,102],src_forward:102,src_root:4,src_word_id:[62,102],src_word_vec:62,srl:14,ssd:8,ssh:[116,119],ssh_server:115,sstabl:29,stabil:[8,30],stabl:[78,116],stack:[43,75,84,116],stackexchang:8,stage:[32,39,47,49,72,85,104],stale:[33,74],standalon:127,standard:[6,13,20,47,75,77,110],stanford:[14,30,117],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,62,64,66,71,72,86,104,110,117,118,123],start_mpi_train:119,start_paddl:118,start_pass:[122,123],start_po:8,start_pserv:[122,123],startpaddl:118,startup:[21,33,41,47,116],startup_program:[18,21,23],stat:[112,123],state:[8,9,18,23,31,33,42,43,61,62,79,84,90,101,117],state_act:[8,9,99],statement:[47,50,116],statfulset:118,static_cast:107,staticinput:[8,101,102],statist:[8,18,20,42],statset:112,statu:[41,62,104,112,116,117,118],status:117,std:[28,32,36,51,53,54,58,59,68,75,76,79,81,82,83,105,106,107,123],stdbuf:114,stderr:115,stdout:[13,115],step:[8,9,11,21,23,30,31,33,38,42,47,49,50,55,62,65,66,69,71,73,75,81,84,99,101,102,110,116,131],step_id:84,step_input:84,step_net:31,step_output:84,step_scop:75,stepnet:[31,61,75,79],stepout:99,still:[37,40,47,71,76],stirng:69,stmt1482205552000:116,stmt1482205746000:116,stochast:[10,33,37,40,65],stop:8,stop_gradi:21,storag:[44,46,116],store:[7,8,14,21,28,30,31,32,36,43,51,53,57,60,62,66,67,69,71,74,75,76,77,79,84,116],str:[15,18,21,28,41,84,118,125],straight:[67,70,80],strategi:[11,33,69,73,123],stream:[13,82],stream_:82,streamid:25,street:8,strict:70,stride:[8,9,21,60],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[2,7,8,13,15,25,28,31,37,45,51,54,57,67,68,69,74,75,76,79,80,81,85,105,106,116,123],strip:[91,99,110],struct:[37,38,44,46,53,54,59,60,76,81,83,91],structur:[31,37,47,49,57,62,67,69,75,80,116],sts:116,stuff:104,stun:2,style:[8,75,81],sub:[7,8,13,29,40,49,61,64,66,69,71],sub_nest_seq:8,sub_sequ:[2,8,96],subclass:[23,69],subcommand:45,subgradi:10,subgraph:[49,73],submiss:71,submit:[75,116],subnet0:116,subnet:[29,116],subobjectpath:117,subscript:21,subseq:[98,101],subsequ:[8,64],subsequenceinput:[8,99],subset:21,succeed:[37,117],success:[8,38,116,117],successfulcr:117,sudo:[103,116],suffer:30,suffix:[18,41,114],suggest:[8,32],suit:131,suitabl:80,sum:[8,10,31,34,53,69,72],summar:49,sumopgradmak:76,sumpool:[8,89],sun:20,suppli:[21,80],support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,57,60,62,65,66,68,70,71,73,75,76,77,80,83,95,99,116,131],suppos:[9,32,48,80],suppress:[8,45],sure:[110,116],surpass:[8,20],sutibal:82,svs:81,swagger:44,swap_channel:134,swig:[39,58,59,92],swig_paddl:4,switchop:31,sychron:64,symbol:[8,31,51,59],symbols_ready_:31,symbolt:[31,75],symlink:104,sync:[33,65,77],sync_with_cpp:[110,111],syncflag:105,synchron:[33,37,64,116],syntax:[43,47,62,70],sys:134,sysroot:127,system:[31,32,33,38,40,44,48,49,56,71,73,89,110],t2b:133,tab:135,tabl:[7,8,21,31,47,53,57,80,85],tablelookup:80,tablelookupgrad:80,tablelookupop:80,tableproject:8,tag:[7,14,86,93,104,114],tagtyp:7,tail:62,tainer_id:118,take:[2,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,60,65,67,68,69,70,75,76,82,83,84,110,116],taken:[51,60,71,84],talk:38,tangl:110,tanh:[8,9,21,49,62,71,102,105],tanhactiv:[9,99],tar:[13,15,28,96,116],tarbal:116,target:[8,14,21,23,28,31,32,43,49,51,63,68,71,74,75],target_dict_dim:102,target_dict_s:62,target_dictionary_dim:8,target_language_embed:8,target_language_word:102,target_link_librari:32,target_word:62,targetinlink:[8,99],task:[7,8,57,62,71,81],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,82,99],tcp:[116,123],tear:112,technic:33,techniqu:[21,110],technolog:47,tee:117,tell:[33,37,38,62,81],templat:[48,81,82,106,107,117,118,131],tempor:8,temporari:[18,41,43,65,69,132],tensor:[21,30,32,46,47,49,51,53,54,57,60,61,62,72,73,74,80,83,84,85,106,113],tensor_array_read:84,tensor_array_s:84,tensor_array_stack:84,tensor_array_unstack:84,tensor_array_writ:84,tensor_data:57,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarrai:72,tensorarraydesc:84,tensordesc:[57,80],tensorflow:[31,47,49,52,71,73,77,84],term:[8,9,33,76,77],termin:117,tessorarrai:84,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,59,65,70,74,78,97,104,105,106,107,112,113,114,119,123,125,134,135],test_:106,test_all_data_in_one_period:117,test_check_grad_ingore_i:106,test_check_grad_ingore_x:106,test_check_grad_norm:106,test_check_output:106,test_compar:86,test_comparespars:86,test_comparetwonet:86,test_comparetwoopt:86,test_config_pars:86,test_data:4,test_data_dir:114,test_fcgrad:105,test_gpuprofil:112,test_layergrad:105,test_list:[2,91],test_mkldnn:56,test_mklpack:55,test_mul_op:[92,106],test_networkcompar:86,test_pass:[122,123,125],test_period:[122,123,125],test_predict:86,test_pydataprovid:86,test_pydataprovider2:86,test_pydataproviderwrapp:86,test_recurrent_machine_gener:86,test_recurrentgradientmachin:[86,99],test_swig_api:86,test_train:86,test_traineronepass:86,test_wait:[122,123],testa:29,testb:29,testbilinearfwdbwd:112,testconfig:105,testfcgrad:105,testfclay:105,testlayergrad:105,testmulop:106,testq:29,testresult:28,testutil:105,text1:45,text:[2,7,9,13,29,57,61,116,133],text_conv:135,text_fil:13,tflop:112,tftp:131,tgz:[14,95],than:[6,7,8,9,21,33,41,47,48,49,69,75,77,84,91,116,131],the_step:47,theano:47,thei:[8,18,20,26,29,32,33,38,40,45,47,49,50,54,62,63,69,73,74,75,81,84,85,112,116],them:[7,8,9,15,29,30,32,33,36,41,47,48,53,54,62,70,73,75,76,79,80,81,83,84,85,112,116],themselv:32,theori:47,therefor:65,therein:[8,31],theta:49,theta_d:49,theta_g:49,thi:[2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,43,46,47,48,49,50,51,54,60,61,62,63,64,65,66,67,69,70,71,72,73,74,75,76,77,80,81,82,83,84,95,110,112,113,116,131],thin:53,thing:[2,49,71,75,82],think:[29,32],third:[8,33,51,110],third_parti:[8,56,127,128,129],those:[8,31,32,33,48,50,51,52,67],though:[84,131],thought:32,thread:[72,110,112],thread_count:72,thread_local_rand_use_global_se:[122,123],thread_pool:72,threadblocks:25,threadid:125,threadloc:112,three:[7,8,30,33,42,46,47,50,62,63,66,67,70,82,134],threshold:[6,7,8,33,37,123],through:[8,21,32,33,37,39,42,63,65,74,108,113],throughout:43,throughput:112,thrust:75,thu:[8,21,40,42,51,116,132],tier:117,time:[8,9,11,13,21,28,29,30,32,33,37,40,47,48,53,55,60,61,62,64,69,70,71,73,75,76,80,81,84,85,99,110,111,112,117,118,123,131],timelin:[8,75],timeo:116,timeout:[33,37],timeout_sec:13,timer:112,timestamp:[8,34],timestep:[8,79],titl:[14,118],tls:44,tmp:[2,69],to_chw:15,to_no_sequ:[8,98],to_sequ:[8,98,99],to_tar:28,to_your_paddle_clone_path:108,toadapt:83,todo:[7,13,14,31,33,37,40,62,81],toend:8,togeth:[8,9,13,28,84],token:[7,8,29,102],toler:[28,30],too:[14,30,60,83,84],took:131,tool:[108,110,116,118,127,129],toolchain:[110,127],top:[7,21,28,61,62,134],top_k:[7,21,62],top_level_rnn:61,topk_generated_scor:62,topk_id:62,topk_scor:62,toplevel:103,topolog:[29,33,51,57,66,71,74],topoloi:51,topolopi:28,torch:[31,47],toronto:14,tostr:91,total:[21,28,33,42,64,70,73,110,112,117,131],total_pass:70,tottim:[110,111],trace:[31,49],track:[33,37,51,69,104],tractabl:8,tradit:[8,31,46],traffic:71,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,55,57,64,65,66,67,68,74,75,77,80,82,85,87,89,93,96,102,114,115,117,118,119,120,121,123,125,133,134,135],train_arg:118,train_args_dict:118,train_args_list:118,train_conf:133,train_config_dir:[116,118],train_data:114,train_data_dir:114,train_i:96,train_id:116,train_list:[2,91,114,134],train_loop:47,train_read:96,train_x:96,trainabl:[8,57,69],trainer:[2,4,29,34,35,36,37,39,47,55,56,65,66,71,73,75,96,105,114,118,123,125],trainer_config:[1,2,4,116,117,118,135],trainer_config_help:[2,105],trainer_count:[89,97,114,116,117,118,122,123,125],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[114,116,118,123],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerconfighelp:91,trainerid:[40,118],trainerintern:135,trainonebatch:36,tran:[83,105],transact:[33,37],transform:[8,9,15,21,75,83],transform_param_attr:9,transformed_st:9,translat:[8,9,47,89,133],translation_id:62,translation_scor:62,transpar:62,transpil:47,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:50,travi:104,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,69,113,118,129],trg_dic_siz:62,trg_embed:[62,102],trick:62,tricki:58,trigger:[40,66],trim:8,trivial:[62,84],true_block:[31,52,67],true_imag:70,true_label:70,true_neg:42,true_posit:42,true_read:70,truth:[7,8,21],tune:[6,110,111,122],tupl:[8,9,13,14,15,18,21,28,69,70],ture:8,turn:[8,21,69,70,101],tutori:[110,116,118,119,120,121,132,133],twice:[49,73],twine:78,two:[7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,57,60,62,65,67,70,71,74,75,76,77,79,80,81,84,85,106,107,112,116],txt:[2,32,41,45,55,56,105,108,114,116,119,135],type:[2,7,8,9,11,13,14,18,21,29,31,33,36,37,40,41,44,45,46,53,54,57,58,59,61,62,67,68,69,70,75,76,77,80,81,83,85,96,97,99,102,105,106,107,116,117,125,134,135],type_nam:81,typedef:[38,46,58,59,60,82],typeid:81,typenam:[48,81,82,106,107],typic:[7,71],ubuntu:[78,95,97,110],ubyt:70,uci:14,uci_h:97,ufldl:8,uid:117,uint16_t:46,uint32:[44,57],uint64:[57,58],uint64_t:58,unawar:38,unclear:40,under:[32,37,64,73,83,116],underli:62,understand:[20,47,69,110,131],understand_senti:102,undeterminist:112,unidirect:8,unifi:[43,51,80],uniform:[6,8,13,20,35,49,69,70],uniform_random:69,uninstal:86,uniqu:[29,31,33,40,41,60,69,79,116],unique_nam:69,unique_name_gener:69,unique_ptr:[76,79,82,105],unit:[8,9,21,32,65,77,82],unittest:[59,86,106],unk:[80,85,133],unknown:[8,21],unless:21,unlik:[8,62],unordered_map:79,unpack:84,unrol:61,unseen:77,unseg:8,unsign:[38,46],unstack:84,unstack_from:84,unsupervis:49,unsupport:106,until:[33,38,47,72,73,79,116,118],untrack:104,unzip:127,updat:[6,8,10,23,33,37,38,44,46,49,61,62,63,64,65,66,71,79,84,104,110,111,125],update_equ:[28,96],update_hook:6,update_memori:31,update_op:63,updatecallback:105,updatestack:116,upgrad:[64,86,95,132],upload:[33,41,44,78],upon:33,upper:8,upstream:[86,104],uri:116,url:[13,14],usag:[7,8,9,15,28,46,52,66,114,115,118],use:[6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,54,60,62,63,64,66,69,71,72,73,74,79,80,81,83,84,85,104,106,110,112,114,116,118,134],use_cpu:54,use_cudnn:54,use_eigen_bla:127,use_eigen_for_bla:[127,128],use_etcd:28,use_global_stat:8,use_gpu:[4,89,96,97,114,117,118,122,123,125,134,135],use_mkl_pack:55,use_mkldnn:[8,54,56],use_nesterov:23,use_old_updat:[36,122,123],use_peephol:21,use_sparse_remote_updat:36,used:[2,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,61,62,65,66,69,70,71,74,75,77,79,81,82,84,110,112,116],useful:[8,9,30,46,79,83],usegpu:105,user:[6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,54,60,62,63,64,65,69,70,71,72,73,74,75,76,77,79,81,82,83,84,110,116,131],user_id:118,user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:[35,104,127],uses:[8,33,40,46,60,61,62,66,71,82,83,116],using:[6,8,9,13,21,28,29,31,32,33,37,38,40,41,43,45,46,47,48,49,51,53,61,63,65,67,70,71,76,77,79,81,82,83,97,106,116,132],usr:[86,92,93,114,116,118,123],usrdict:133,usrmodel:133,usual:[8,28,41,60,67,77,82,110,112,116],util:[55,56,64,112,118,131],uuid:[34,40],v7a:127,v8a:127,valgrind:111,valid:[8,15,70,75,79,116],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,56,57,61,62,63,65,66,67,69,71,74,75,79,80,81,84,85,89,105,116,118,125,127,134,135],value1:123,value2:123,value_:80,value_evalu:7,value_rang:13,valueerror:[21,51,89],values_:84,vanilla:102,varabl:73,vardesc:[31,50,67,69,75,80],vardescbuild:31,vari:116,variabl:[10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,60,61,62,63,65,67,68,71,73,74,76,77,80,81,84,110,113,116,117],variablenamemap:106,varialbl:49,varianc:8,variant:[8,53,60,82,84],varibl:51,varienc:84,varient:84,variou:[31,46,77],varproto:81,vars_:[31,79],vartyp:[21,80,85],vartypeinfer:53,vec1:8,vec2:8,vec:[83,91],veclib:128,vector:[8,9,13,14,21,29,31,36,38,51,52,61,62,69,75,76,80,84,135],veloc:23,vendor:32,verb:14,verbos:45,veri:[8,11,32,37,43,47,48,49,62,66,70,73,77,79,82,84,110],verifi:31,version:[8,9,32,41,45,47,49,51,52,57,62,71,78,104,110,112,114,116,122,123,128],versu:29,vertic:8,vgg:[9,22],via:[33,104,116,131],view:[8,57,60],vim:93,virtual:[53,54,76,82],virtualenv:103,visibl:[40,79],visit:28,visual:[8,62],vlog:36,volum:[108,117,118],volumemount:[116,117,118],volumn:116,vutbr:14,wai:[7,9,29,38,40,43,47,54,62,65,69,70,74,77,84],wait:[33,38,72,118],wangkuiyi:32,want:[2,8,29,41,42,49,54,60,65,68,70,74,77,79,82,83,84,110],warn:[28,45,86,91,118],warp:8,warpctc:8,wast:64,watch:33,wbia:[116,134],weav:47,web:110,weight:[7,8,9,10,20,21,26,55,57,77,105,134],weight_act:9,weightlist:105,weights_:105,weights_t:105,welcom:32,well:[41,47,48,49,71,74,77,80,116],were:[7,32,47],west:116,wget:127,what:[6,8,32,47,49,62,69,71,73,81,83,104,110,131],wheel:95,when:[2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,62,64,65,66,67,69,71,73,75,82,84,110,112,116,131],whenev:69,where:[8,9,10,20,21,29,31,33,40,47,50,60,61,62,65,67,71,75,77,84,110,113],wherea:[31,37,48,52,82],whether:[7,8,13,15,21,28,30,31,43,70,80,84],which:[6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,57,60,61,62,63,64,66,67,68,69,70,71,72,73,74,75,76,79,80,81,83,84,96,110,111,116,131],while_loop:[62,84],whileloop:84,whileop:31,whl:[92,95],who:[48,50,64,69],whoever:38,whole:[2,7,13,49,52,58,59,61,64,68,81,116,131],whose:[8,13,21,30,33,40,61,75,76,81,84],why:[9,30,59,112],wide:[32,49,115,119],width:[7,8,13,15,36,58,70,91,105,106],wiki:[8,32,114],wikipedia:[8,14,114],wilder:2,window:[8,11,14,65,103],wirt:51,wise:[8,15,21,73,75],with_avx:[92,104,114,127,128],with_bia:81,with_c_api:[92,127,128,129],with_doc:92,with_doubl:[92,105,114],with_dso:92,with_golang:92,with_gpu:[92,103,104,114,127,128],with_mkl:[55,56,92],with_mkldnn:56,with_mklml:56,with_profil:112,with_python:[92,114,127,128],with_rdma:[114,127,128],with_style_check:[92,104],with_swig_pi:[92,127,128],with_test:[92,104,106],with_tim:[112,114],within:[8,37,47],without:[7,8,23,33,38,69,70,73,75,110],wloop:84,wmt14:102,wmt_shrinked_data:14,won:99,wonder:2,word2vec:[41,89,114,115],word:[2,7,8,14,50,53,61,62,73,75,81,84,89,99,101,135],word_dict:[99,114,119,135],word_dim:[91,99,135],word_id:[2,89],word_idx:14,word_vector_dim:[8,62,102,133],words_freq_sort:14,work:[8,13,21,29,31,32,33,43,46,47,54,63,65,69,71,93,99,104,108,110,116,117,118,131],worker:[73,85,116],workercount:116,workflow:[75,116],workspac:[114,115],worth:113,would:[28,31,32,33,40,47,48,49,50,63,65,66,69,70,71,72,73,80,84,110,116,131],wouldn:[47,50],wrap:[47,48,49,64,131],wrapper:[9,32,48,64,65,71,76,84,112],write:[13,21,29,33,40,46,47,48,51,53,63,65,69,70,71,73,75,76,82,84,91,116],write_lock:34,writer:[29,69],written:[21,25,31,43,49,57,65,75,76,80,110],wrong:70,wrote:[51,73],wsize:116,www:14,x64:129,x86:[127,128],x86_64:[127,128],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,86,93,105,119],xavier:20,xcode:128,xcodebuild:128,xgbe0:123,xgbe1:123,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,70,96,97,105],xx_layer:54,xxx:[29,84,134],xxxx:34,xxxxxxxxx:116,xxxxxxxxxx:116,xxxxxxxxxxxxx:116,xxxxxxxxxxxxxxxxxxx:116,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[96,97,113],yaml:[32,115,116,117,118,119,131],yancey1989:41,yann:14,yapf:104,year:47,yeild:28,yep:[110,111],yet:[47,131],yield:[2,13,29,35,70,89,96,99],yoshua:20,you:[2,6,8,9,13,28,30,41,46,79,110,116,131,134],your:[8,13,28,29,32,36,41,45,75,86,116,127,128,129,131],your_access_key_id:116,your_param_nam:91,your_repo:118,your_secrete_access_kei:116,your_source_root:59,yuang:47,yuyang18:[13,14],yuyang:[110,111],z_dim:49,z_size:49,zero:[6,8,9,10,13,14,18,30,33,49,62,66,69,80,116,123],zhang:20,zip:[14,69,118,127],zone:116,zoo:133,zxvf:116},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 <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Problem","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","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 <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","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","Background","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","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","&lt;no title&gt;","&lt;no title&gt;","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","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","&lt;no title&gt;","\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":118,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":133,"\u4e0b\u8f7d\u6570\u636e":117,"\u4e0d\u4f7f\u7528":58,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":58,"\u4e0d\u540c\u7684":90,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":58,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4e24\u79cd\u4f7f\u7528":90,"\u4e2d\u6587\u5b57\u5178":133,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":133,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":133,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":133,"\u4e3a\u4ec0\u4e48\u8981":103,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":112,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":112,"\u4ec5\u4ec5\u4f7f\u7528void":58,"\u4ecb\u7ecd":[133,134],"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4ece\u6e90\u7801\u7f16\u8bd1":92,"\u4ee3\u7801\u8981\u6c42":104,"\u4f18\u5316\u7b97\u6cd5":135,"\u4f7f\u7528":[104,117],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":114,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u4f7f\u7528\u6848\u4f8b":125,"\u4f7f\u7528\u6982\u8ff0":135,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":125,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":118,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":133,"\u4f7f\u7528\u8bf4\u660e":109,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":93,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":93,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":93,"\u4f7f\u7528docker\u6784\u5efa":108,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":115,"\u4f7f\u7528paddlepaddl":108,"\u4f7f\u7528pip\u5b89\u88c5":95,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":104,"\u4fee\u6539\u542f\u52a8\u811a\u672c":117,"\u4fee\u6539\u6587\u6863":108,"\u514b\u9686":104,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":59,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":112,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":105,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":115,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[127,128],"\u51c6\u5907\u6570\u636e\u96c6":114,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":118,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":114,"\u51c6\u5907openmpi\u96c6\u7fa4":119,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":89,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":89,"\u51fa\u73b0":90,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u5206\u652f\u89c4\u8303":78,"\u521b\u5efa\u672c\u5730\u5206\u652f":104,"\u521b\u5efajob":118,"\u521b\u5efapaddlepaddl":117,"\u5220\u9664\u672c\u5730\u5206\u652f":104,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":104,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":89,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":104,"\u5236\u4f5c\u955c\u50cf":118,"\u5236\u4f5cdocker\u955c\u50cf":117,"\u524d\u5411operator\u5355\u6d4b":106,"\u52a0\u8f7dpaddlepaddl":96,"\u52a0\u901f\u6267\u884c":34,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":89,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u52a8\u6001\u6269\u5bb9":34,"\u5355\u5143\u6d4b\u8bd5":123,"\u5355\u53cc\u5c42rnn":99,"\u5377\u79ef\u6a21\u578b":135,"\u539f\u56e0":58,"\u539f\u56e0\u5217\u8868":58,"\u53c2\u6570\u4fe1\u606f":134,"\u53c2\u6570\u5185\u5b58":89,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":123,"\u53c2\u6570\u6982\u8ff0":122,"\u53c2\u6570\u8bbe\u7f6e":91,"\u53c2\u6570\u8bfb\u53d6":134,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":44,"\u53c2\u8003\u8d44\u6599":112,"\u53cc\u5c42rnn":99,"\u53cc\u5c42rnn\u4ecb\u7ecd":101,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":101,"\u53cd\u5411operator\u5355\u6d4b":106,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":103,"\u53ef\u9009\u529f\u80fd":133,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":95,"\u540d\u8bcd\u89e3\u91ca":44,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":135,"\u5411\u91cf":123,"\u542f\u52a8\u4efb\u52a1":118,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":114,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":114,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":114,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[115,119],"\u5440":103,"\u547d\u4ee4\u884c\u53c2\u6570":135,"\u548c":98,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":125,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":114,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":93,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":119,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":107,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":133,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":127,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":127,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":96,"\u57fa\u672c\u539f\u7406":101,"\u57fa\u672c\u8981\u6c42":58,"\u5982\u4f55\u4e66\u5199\u6587\u6863":108,"\u5982\u4f55\u4f7f\u7528":90,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":91,"\u5982\u4f55\u5199\u65b0\u7684oper":106,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":89,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":91,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":91,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":89,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":91,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":89,"\u5982\u4f55\u66f4\u65b0www":108,"\u5982\u4f55\u6784\u5efa\u6587\u6863":108,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":91,"\u5982\u4f55\u8c03\u7528":89,"\u5982\u4f55\u8d21\u732e":108,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":104,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":112,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":91,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":99,"\u5b50\u5e8f\u5217\u95f4\u6709memori":99,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":91,"\u5b89\u88c5":[95,135],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":94,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":129,"\u5b89\u88c5\u6d41\u7a0b":94,"\u5b9a\u4e49operator\u7c7b":106,"\u5b9a\u4e49opkernel\u7c7b":106,"\u5b9a\u4e49protomaker\u7c7b":106,"\u5b9e\u73b0":58,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":106,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":105,"\u5b9e\u73b0\u65b9\u5f0f":59,"\u5b9e\u73b0\u8ba1\u7b97":107,"\u5b9e\u73b0c":[105,106],"\u5b9e\u73b0python\u5c01\u88c5":105,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":111,"\u5bfc\u51fac":58,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":125,"\u5c0f\u7ed3":2,"\u5de5\u5177":112,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":95,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":94,"\u5e76\u5b8c\u6210":104,"\u5efa\u7acb":104,"\u5f00\u53d1\u6807\u51c6":109,"\u5f00\u59cb\u5f00\u53d1":104,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":123,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":135,"\u5feb\u901f\u5b89\u88c5":97,"\u5feb\u901f\u5f00\u59cb":97,"\u6027\u80fd\u4f18\u5316":109,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":112,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":112,"\u6027\u80fd\u8c03\u4f18":123,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":135,"\u603b\u4f53\u6d41\u7a0b":103,"\u6216\u8005\u662f":86,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":92,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":86,"\u62a5importerror":86,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":58,"\u63a5\u53e3":134,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":89,"\u63a8\u5bfc\u65b9\u7a0b":105,"\u63a8\u6d4b\u6267\u884c":34,"\u63d0\u4ea4":104,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":104,"\u63d0\u4ea4\u955c\u50cf":117,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":96,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":98,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6570\u636e\u652f\u6301":123,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":135,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":133,"\u6574\u4f53\u65b9\u6848":118,"\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":126,"\u65b0\u624b\u5165\u95e8":97,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":87,"\u65f6\u5e8f\u6a21\u578b":135,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":99,"\u65f6\u95f4\u6b65":99,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":59,"\u672c\u5730\u6d4b\u8bd5":125,"\u672c\u5730\u8bad\u7ec3":125,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":89,"\u672f\u8bed":34,"\u6784\u5efa\u548c\u6d4b\u8bd5":104,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":127,"\u67b6\u6784\u56fe":44,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":111,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":117,"\u67e5\u770b\u8f93\u51fa":118,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":44,"\u6848\u4f8b\u4e00":125,"\u6848\u4f8b\u4e8c":125,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":115,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":115,"\u6982\u5ff5\u7b80\u4ecb":106,"\u6982\u5ff5\u89e3\u91ca":35,"\u6982\u8ff0":[98,101,114],"\u6a21\u5757":44,"\u6a21\u578b":134,"\u6a21\u578b\u4e0b\u8f7d":134,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":59,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":135,"\u6a21\u578b\u914d\u7f6e":[90,99,109],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":99,"\u6ce8\u518coper":106,"\u6ce8\u610f\u4e8b\u9879":[2,106],"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u6d4b\u8bd5":123,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":111,"\u7279\u5f81\u63d0\u53d6":134,"\u73af\u5883\u51c6\u5907":114,"\u751f\u6210\u5e8f\u5217":102,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":111,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":101,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":103,"\u7684\u533a\u522b":90,"\u7684\u53c2\u6570":90,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":90,"\u76ee\u5f55\u7ed3\u6784":59,"\u76ee\u6807":44,"\u76f4\u63a5\u6784\u5efa":108,"\u76f8\u5173\u6982\u5ff5":101,"\u77e9\u9635":123,"\u793a\u4f8b1":99,"\u793a\u4f8b2":99,"\u793a\u4f8b3":99,"\u793a\u4f8b4":99,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":89,"\u7a00\u758f\u8bad\u7ec3":125,"\u7b26\u53f7":58,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":102,"\u7c7b":[58,105,106],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":96,"\u7ec6\u8282\u63cf\u8ff0":123,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":115,"\u7ed1\u5b9apython":106,"\u7f16\u5199yaml\u6587\u4ef6":117,"\u7f16\u8bd1":106,"\u7f16\u8bd1\u4f9d\u8d56":92,"\u7f16\u8bd1\u548c\u5b89\u88c5":[127,128,129],"\u7f16\u8bd1\u548c\u6267\u884c":106,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":86,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":86,"\u7f16\u8bd1\u65b9\u6cd5":92,"\u7f16\u8bd1\u6d41\u7a0b":94,"\u7f16\u8bd1\u9009\u9879":[59,92],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":92,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":92,"\u7f16\u8bd1paddlepaddl":127,"\u7f29\u5bb9":34,"\u7f51\u7edc\u53ef\u89c6\u5316":134,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u80cc\u666f":58,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":123,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":93,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u89c2\u6d4b\u8bcd\u5411\u91cf":133,"\u8bad\u7ec3":123,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":89,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8bad\u7ec3\u6a21\u578b":[96,135],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":101,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":89,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":124,"\u8bcd\u5411\u91cf\u6a21\u578b":135,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":133,"\u8bcd\u6c47\u8868":99,"\u8be6\u7ec6\u6559\u7a0b":112,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":99,"\u8f6c\u6362\u5e93":35,"\u8f93\u5165":101,"\u8f93\u5165\u4e0d\u7b49\u957f":99,"\u8f93\u5165\u793a\u4f8b":101,"\u8f93\u51fa":101,"\u8f93\u51fa\u65e5\u5fd7":135,"\u8fd0\u884c\u5bb9\u5668":117,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":95,"\u8fd0\u884cdocker":86,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":58,"\u8fdb\u884c\u8bad\u7ec3":[35,117],"\u8fdb\u9636\u6307\u5357":109,"\u901a\u7528":123,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":135,"\u9047\u5230":86,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":135,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[127,128,129],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":102,"\u914d\u7f6e\u7f51\u7edc":96,"\u94a9\u5b50":104,"\u9519\u8bef\u600e\u4e48\u529e":90,"\u9644\u5f55":135,"\u968f\u673a\u6570":123,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":87,"\u96c6\u7fa4\u8bad\u7ec3":125,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":87,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":103,"\u975e\u6cd5\u6307\u4ee4":86,"\u9884\u6d4b":[134,135],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[64,71,72,73,74,131],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":127,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":99,"api\u5e93":127,"beam_search\u7684\u751f\u6210":99,"book\u4e2d\u6240\u6709\u7ae0\u8282":78,"book\u6559\u7a0b":93,"class":[49,66,69],"cmake\u6e90\u7801\u7f16\u8bd1":86,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":44,"final":54,"float":89,"function":[32,48,49,69],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":125,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":112,"gpu\u955c\u50cf\u51fa\u73b0":86,"group\u6559\u7a0b":101,"import":86,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":128,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":118,"kubernetes\u5355\u673a\u8bad\u7ec3":117,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":82,"org\u5de5\u5177":108,"paddle\u52a8\u6001\u5e93\u4e2d":58,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":58,"paddle\u7248\u672c\u53f7\u4e3a0":86,"paddlepaddle\u53d1\u884c\u89c4\u8303":78,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":78,"paddlepaddle\u73af\u5883\u4f9d\u8d56":95,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":92,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":129,"pod\u95f4\u901a\u4fe1":118,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":111,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":111,"python\u63a5\u53e3":134,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":86,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":135,"return":70,"rnn\u76f8\u5173\u6a21\u578b":100,"rnn\u914d\u7f6e":102,"switch":82,"tensor\u4f7f\u7528\u6837\u4f8b":107,"tensor\u5230eigentensor\u7684\u8f6c\u6362":107,"tensor\u6a21\u5757":107,AWS:116,Abs:5,DNS:116,EFS:116,For:32,KMS:116,The:[31,38,43,47,49,50,52,53,60,63,66,75,76],Use:[31,67],Using:[32,38],With:41,about:49,absolut:62,access:116,account:116,accuraci:21,action:[55,56],activ:[5,8,56],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:116,address:116,addto:8,advanc:82,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,61,68,71],all:[79,84],analysi:71,anneal:91,api:[0,3,55,56,59,63,65,69,77,81],appendix:131,applic:3,arbitrari:47,architectur:71,argument:[45,70],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:116,assign:21,associ:[79,116],assumpt:131,async:123,attent:102,attribut:[6,77],auc:7,auto:30,averag:65,avg:11,aws:116,backgraound:30,background:[55,73,74,82,83,84,85],backward:[47,50,75],base:[41,62,73],basepool:11,basic:[82,131],batch:70,batch_norm:[8,21],batch_siz:70,beam:62,beam_search:8,beam_search_decod:21,becaus:91,benchmark:[55,56],benefit:[73,75],between:[29,69,75,81,82],bidirectional_gru:9,bidirectional_lstm:9,big:91,bilinear_interp:8,binari:31,bla:92,block:[31,49,50,67,69,75],block_expand:8,blockdesc:67,bootstrap:131,bottleneck:110,brelu:5,bring:131,bucket:116,build:[49,75],cach:2,can:79,capi:59,capi_priv:59,cast:21,challeng:[68,73],chang:62,check:[8,30],checker:30,checkpoint:[33,34,40],choic:54,choos:[32,116],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,clone:104,close:30,cloudform:116,cluster:[39,116,131],cmake:[32,55,56],code:[41,69,110,113],column_sum:7,commit:104,compar:131,comparis:69,compat:47,compil:[31,46,47,67,75,113],complet:47,compos:70,comput:[31,50,75,77],con:131,concat:[8,21],concept:[69,75,116],concern:56,conclus:[40,51,131],condit:49,config:3,configur:[27,116],conll05:14,connect:8,constantiniti:20,construct:50,content:[2,55,56,59,86,87,89,90,91,98,112,116],context_project:8,control:75,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,71,73],core:[30,69,116],cos_sim:[8,21],cost:8,cpu:72,creat:[70,74,75,79,116],create_arrai:21,creation:[37,65,77],creator:70,credenti:116,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:[46,86,92],cudnn:92,cudnnavg:11,cudnnmax:11,current:[46,76],custom:70,data:[8,12,13,21,33,70,71,116],datafeed:[13,17],dataprovid:[3,123],dataset:[12,14,33,37],datatyp:[13,60],decayedadagrad:10,decayedadagradoptim:23,decod:62,decor:70,deep:[31,47],defin:116,definit:85,delet:116,demo:[49,116],dens:40,depend:49,deploi:41,describ:[47,63],descript:[45,75],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,55,56,57,60,61,62,63,64,66,67,69,70,71,72,73,74,75,76,79,80,82,84],destroi:[79,116],detail:36,detect:[7,8],detection_map:7,detection_output:8,develop:75,devic:82,devicecontext:82,dictionari:70,differ:[75,82],directori:116,discrimin:49,discuss:[49,73],dispatch:[33,37],distribut:[29,33,36,41,71,116],dnn:56,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,55,56,57,60,64,66,67,69,70,71,72,73,74,75,76,80,82],docker:[41,103],doe:70,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:116,download:116,driver:86,drop_out:90,dropout:[8,21],duplic:90,dure:[62,70],dylib:59,dynam:[33,84],dynamic_lstm:21,dynet:51,ec2:116,eigen:107,elast:116,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21],engin:49,enough:30,entri:70,environ:41,eos:8,eval:71,evalu:[7,18,42],event:[28,29],evolut:47,examin:110,exampl:[29,32,52,59,74],except:89,execut:[31,47,67,72,75],executor:[19,43],exp:5,expand:[8,98],expandlevel:8,explain:30,extern:116,factor:8,factorization_machin:8,faq:88,fault:33,file:[31,110,116],fill_const:21,fill_constant_batch_size_lik:21,find:116,first_seq:[8,98],float16:46,fluid:[16,47,64,113],fork:104,format:[31,33,57],forward:50,frame:31,framework:[30,107],from:[29,40,81],full_matrix_project:8,fulli:8,functor:82,futur:47,gan:49,gate:102,gated_unit:8,gener:[49,62,110,131],get_output:8,give:70,global:[67,69],gpu:123,gradient:[30,38,56,76],gradient_print:7,graident:30,graph:[50,51,73,75,77],group:[8,116],gru:[9,123],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,58],happen:40,hardwar:46,helper:69,hierarchi:31,high:[63,65,77,81],how:[30,36,65,70,75,82],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:116,ident:5,identifi:110,identity_project:8,ifels:52,ifelseop:31,illeg:86,imag:[8,9,15,41],imagenet:134,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,57,61,64,65,69,70,72,75,76,77],increment:21,infer:[28,89],infershap:[67,80],infervartyp:53,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,116],input_typ:2,insid:79,inspect:116,instal:[116,131],instanc:116,instead:70,instruct:86,insuffici:86,integr:[82,116],intel:[55,56],interact:81,interfac:[12,13,15,30,33,38,39,43,63,70,74,79],intermedi:75,interpol:8,introduc:[62,84],introduct:77,isn:70,issu:[46,104],job:[33,41,116,117],join:8,kei:[55,60,116],kernel:[60,75],kmax_sequence_scor:8,kube:116,kubectl:116,kubernet:[41,116,117],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:[8,98],layer:[8,21,29,48,55,56,69,90],layout:60,learn:[31,47,91],learnabl:8,less_than:21,leval:81,level:[63,65,77,81],libpaddle_capi_shar:59,libpaddle_capi_whol:59,librari:[38,46,60,75,82],limit:71,linear:5,linear_chain_crf:21,linear_comb:8,list:[34,70],local:[71,74,79,116],lod:62,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[61,62,84],lodtensordesc:85,log:5,logic:37,look:110,low:[65,77,81],lstm:[9,123],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,62],macro:75,main:49,manag:32,map:[70,75],master:[33,37,41],math:[8,82],mathemat:30,matrix:56,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,61,82,90,99,101],merge_lod_tensor:21,messag:[81,91],method:62,might:49,migrat:75,mileston:75,mini:70,minibatch:13,misc:8,mix:8,mkl:[55,56],mnist:14,mobil:130,model:[3,27,29,36,38,40,47,49,57,62,102,134],modul:[75,82,86],momentum:10,momentumoptim:23,more:49,motiv:[43,57,64,68],movielen:14,msrainiti:20,mul:21,multi:72,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:70,multiplex:8,mxnet:51,name:[79,86,90,116],nccl:64,nce:8,necess:69,necessari:75,need:70,nest:61,net:22,network:[9,75,102],neural:102,nlp:[9,123],norm:[8,77],normaliniti:20,note:30,numer:30,numpi:30,nvprof:112,nvvp:112,object:33,offset:62,ones:21,onli:[70,79],op_mak:75,oper:[48,52,60,65,67,69,73,75,76,80,84],opinfomap:75,opkernel:[75,82],opproto:81,ops:77,optim:[10,23,33,38,50,63,69],option:45,opwithkernel:75,order:45,org:108,origin:75,orthogon:79,other:56,out_prod:8,output:[8,116],overview:[40,43,55,56,75,79,113],pack:[55,62],packag:32,pad:8,paddl:[36,64,70,79,86,90,107],paddlejob:41,paddlepaddl:[29,31,47,55,56,65,67,71,77,78,86,108,113,116,126],pair:116,paradigm:47,parallel_nn:125,paramattr:24,paramet:[6,8,28,29,33,38,39,41,56,65,66,69,73,77,116],parameteraverageoptim:65,parent:79,part:50,partit:38,path:[40,45],penalti:77,perform:[65,110,123],persist:37,pfsclient:[44,45],pfsserver:44,place:[60,82],placement:71,platform:86,pnpair:7,point:[55,89,116],pool2d:21,pool:[8,11,98],pose:[53,76],potenti:54,power:8,pre:104,precision_recal:7,prefetch:70,prelu:8,prepar:116,print:7,privat:116,pro:131,problem:[42,53,54,60,63,76,83],procedur:131,process:[33,38,41,63,75],profil:[25,110],program:[31,47,67,69,72],programdesc:67,project:32,propos:[53,76,77],protobuf:80,protocol:91,provid:[2,70],prune:68,pserver:40,pull:104,push:104,python:[30,41,55,56,61,63,65,69,70,71,77,81,85,110],qualiti:75,queue:[33,37],rank:7,rank_cost:8,raspberri:129,rate:91,reader:[12,13,29,70],realiz:75,recoveri:33,recurr:[8,9,90,101,102],recurrent_group:8,reduce_sum:21,ref:30,refactor:75,refer:[2,55,56,71,73],region:116,regist:[53,75,81],registr:[75,76],registri:75,regular:[26,38,77],reject:91,rel:62,relat:[75,84],relu:5,remot:[39,74],render:116,repeat:8,represent:[31,75],request:104,requir:[32,49],reshap:[8,21],resiz:8,resnet:134,retri:37,reus:69,rmsprop:10,rnn:[61,84,99,123],rnnop:[31,61,75],roi_pool:8,rotat:8,route53:116,row:80,row_conv:8,row_l2_norm:8,run:[43,113],runtim:[41,71],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,61,75,79],search:62,secur:116,select:[38,80],selectedrow:80,selective_fc:8,sentiment:14,separ:75,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[62,102],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,server:[33,37,38,41,73,116],servic:116,session:[71,74],setup:116,sextant:131,sgd:123,sgdoptim:23,shape:62,share:[29,79],should:79,shrink_memori:21,shuffl:70,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:62,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:70,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,55,60,68,76,83],sourc:113,spars:[38,39,40,80],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,stanh:5,start:[29,116],statement:42,step:61,storag:77,store:33,sub_nested_seq:8,subcommond:45,submit:41,suffici:70,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:57,support:[46,64,82,84,86],survei:[46,51,77,131],synopsi:45,system:[47,116],tabl:59,table_project:8,tanh:5,task:[33,37],tear:116,tecton:131,templat:116,tensor:[8,75,82,107],tensorarrai:[62,84],tensordesc:85,tensorflow:51,test:[55,56],text_conv_pool:9,theori:30,thi:[79,86],think:49,three:84,time:113,timelin:40,todo:[34,35,72],togeth:79,toler:33,too:91,tool:[32,131],topic:82,topk:21,toward:47,train:[28,29,33,36,39,41,63,70,71,116],trainer:[28,33,38,40,41,116],tran:8,trans_full_matrix_project:8,translat:62,transpil:[64,72],transpos:21,tune:123,ture:47,two:30,type:60,uci_h:14,uniform:84,uniforminiti:20,unit:[55,56],unpack:62,updat:[29,39,40,116],usag:[61,62,70],use:[36,70],user:33,util:7,value_print:7,vardesc:85,variabl:[69,75,79,85],verifi:116,version:[46,86],vgg_16_network:9,volum:116,vpc:116,warp_ctc:8,weightdecayregular:26,what:[36,40],wheel:86,when:[40,79],whl:86,why:[46,47,65,70,75,84],wmt14:14,xavieriniti:20,zero:21,zoo:134}})
\ No newline at end of file
-- 
GitLab