From 12faaa24629d50813afd15269540bc679e8e4b6e Mon Sep 17 00:00:00 2001 From: xiefangqi Date: Wed, 14 Apr 2021 10:33:31 +0800 Subject: [PATCH] add numa info to wide&deep README --- .../official/recommend/wide_and_deep/README.md | 16 ++++++++++++++++ .../recommend/wide_and_deep/README_CN.md | 16 ++++++++++++++++ 2 files changed, 32 insertions(+) diff --git a/model_zoo/official/recommend/wide_and_deep/README.md b/model_zoo/official/recommend/wide_and_deep/README.md index ab8185a01b..41b072a970 100644 --- a/model_zoo/official/recommend/wide_and_deep/README.md +++ b/model_zoo/official/recommend/wide_and_deep/README.md @@ -345,6 +345,22 @@ Note: The result of GPU is tested under the master version. The parameter server | Outputs | AUC | | Accuracy | AUC=0.809 | +### Ultimate performance experience + +MindSpore support numa bind feature to get better performance from v1.1.1. Need to install numa library: + +- ubuntu : sudo apt-get install libnuma-dev +- centos/euleros : sudo yum install numactl-devel + +v1.1.1 support config interface to open numa bind feature: + +import mindspore.dataset as de +de.config.set_numa_enable(True) + +v1.2.0 support environment variable further to open numa bind feature: + +export DATASET_ENABLE_NUMA=True + # [Description of Random Situation](#contents) There are three random situations: diff --git a/model_zoo/official/recommend/wide_and_deep/README_CN.md b/model_zoo/official/recommend/wide_and_deep/README_CN.md index a7f088650b..e35372302d 100644 --- a/model_zoo/official/recommend/wide_and_deep/README_CN.md +++ b/model_zoo/official/recommend/wide_and_deep/README_CN.md @@ -347,6 +347,22 @@ python eval.py | 输出 | AUC | | 准确率 | AUC=0.809 | +### 极致性能体验 + +MindSpore从1.1.1版本之后,支持通过开启numa亲和获得极致的性能,需要安装numa库: + +- ubuntu : sudo apt-get install libnuma-dev +- centos/euleros : sudo yum install numactl-devel + +1.1.1版本支持设置config的方式开启numa亲和: + +import mindspore.dataset as de +de.config.set_numa_enable(True) + +1.2.0版本进一步支持了环境变量开启numa亲和: + +export DATASET_ENABLE_NUMA=True + # 随机情况说明 以下三种随机情况: