From 1db4c85cb02fe70528284fd2336e5dcf955e52d5 Mon Sep 17 00:00:00 2001 From: lilong12 Date: Tue, 12 May 2020 16:05:37 +0800 Subject: [PATCH] add a pic to show how plsc works (#54) * add a pic to show how plsc works * modify image size --- README.md | 6 ++++++ images/plsc_overview.png | Bin 0 -> 142261 bytes 2 files changed, 6 insertions(+) create mode 100644 images/plsc_overview.png diff --git a/README.md b/README.md index f9b18fe..a259d61 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,12 @@ 2. 参数量较大,同步训练方式下通信开销较大:数据并行训练方式下,所有GPU卡之间需要同步参数的梯度信息,以完成参数值的同步更新。当参数数量较大时,参数的梯度信息数据量同样较大,从而导致参数梯度信息的通信开销较大,影响训练速度。 +考虑到全接连层的线性可分性,可以将全连接层参数切分到多张GPU卡,减少每张GPU卡的参数存储量。 + +以下图为例,全连接层参数按行切分到不同的GPU卡上。每次训练迭代过程中,各张GPU卡分别以各自的训练数据计算隐层的输出特征,并通过集合通信操作AllGather得到汇聚后的特征。接着,各张GPU卡以汇聚后的特征和部分全连接层参数计算部分logit值(partial logit),并基于此计算神经网络的损失值。 + +![overview](./images/plsc_overview.png) + 飞桨大规模分类(PLSC: **P**addlePaddle **L**arge **S**cale **C**lassification)库是基于[飞桨平台](https://github.com/PaddlePaddle/Paddle)构建的超大规模分类库,为用户提供从训练到部署的大规模分类问题全流程解决方案。 ## PLSC特性 diff --git a/images/plsc_overview.png b/images/plsc_overview.png new file mode 100644 index 0000000000000000000000000000000000000000..11c9319b01cc8b015d7187d5a24d785afdd2928c GIT binary patch literal 142261 zcmZ^}1#lg`vMy?hV}@mh7?zotnVFfHnK?0gEi*I4oS5yHAu%&E$IQ%p{qMc+Ip>|a zZ>Ci0Y4z8wo|aTIYJrs%rH~Qu5g;HSkY%LBRUsfC<3GwI9P9@tZl6E@qk^##Q4oQE zsEtE>G5PfIOkyUjssI7uO9=rH7zzRL^uY=|fPnB|hJZLShJfHrhk(Fw&TduV|7Zxc z(3Y`OP=KKQpy41sK>{G4KPbqL8v+s^;va1v6of1!!GF=JkktQ?fr5aDuz`U2kBsg| z{m*6mQU1aFyN1q({BMo^z1SF?T&pje5w~zNbG31Hw{dbL z`A4sbsgsAh01)_(q5r!6-A{KL%m23I==LACJ{)BFr-g}yk(ufL1+(zB`Tv3a)ADcF zzx?{QIsSi?@hZ96SbTK&pKb}V@c+xe|A+VA-TSw^s)d`Ay~jV|8jd#Zf~^06{4e(Z zK>cHzSIo)Y$yLqS#LVI!BmbNAzonIJye;gt#cdoc9Nqru7Z)r0e?b4c<^PG)`EMjQ z8_)kl{*RXbAo-d8iN*hj&A$WxFYZU=1rhj}{%aHoA_RZepn!l7hL8~#QTK*C3HThC zBhhl_HlBMb&^A=!kf?B;B21F3EDCR+Vow4rkXGrc()#1qk-vIeZP;fgg?@nm1m-}H 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