From f1b89f93204abc0db45ed155af049374fbe4b75b Mon Sep 17 00:00:00 2001 From: Helin Wang Date: Wed, 10 May 2017 18:33:12 -0700 Subject: [PATCH] add illustration --- doc/design/cluster_train/pserver_client.md | 14 ++++++++++++++ doc/design/cluster_train/src/init_lock.graffle | Bin 0 -> 3090 bytes doc/design/cluster_train/src/init_lock.png | Bin 0 -> 26774 bytes .../cluster_train/src/pserver_init.graffle | Bin 0 -> 2622 bytes doc/design/cluster_train/src/pserver_init.png | Bin 0 -> 28853 bytes 5 files changed, 14 insertions(+) create mode 100644 doc/design/cluster_train/src/init_lock.graffle create mode 100644 doc/design/cluster_train/src/init_lock.png create mode 100644 doc/design/cluster_train/src/pserver_init.graffle create mode 100644 doc/design/cluster_train/src/pserver_init.png diff --git a/doc/design/cluster_train/pserver_client.md b/doc/design/cluster_train/pserver_client.md index 96cc649b2c2..c1cb93434e5 100644 --- a/doc/design/cluster_train/pserver_client.md +++ b/doc/design/cluster_train/pserver_client.md @@ -2,6 +2,20 @@ For an overview of trainer's role, please refer to [distributed training design doc](README.md). In this design doc, we will discuss the parameter server's client library, which will manage communication with parameter servers. The library will be implemented in [Go](https://golang.org/) and made available as a static or dynamic library with a C header file. +## Parameter Initialization + +The parameters on parameter servers need to be initialized. To provide maximum flexibility, we need to allow trainer initialized the parameters. Only one trainer will do the initialization, the other trainers will wait for the completion of initialization and get the parameters from the parameter servers. + +To select the trainer for initialization, every trainer will try to get a distributed lock, whoever owns the lock will do the initialization. As illustrated below: + + +The select process is encapsulated in the C API function: +```c +int paddle_begin_init_params(paddle_pserver_client* client, const char* config_proto); +``` +The selected trainer's call to `paddle_begin_init_params` will return with 1, and the other trainers' call to `paddle_begin_init_params` will block until initialization is done, and return 0. As illustrated below: + + ## C Interface ```c diff --git a/doc/design/cluster_train/src/init_lock.graffle b/doc/design/cluster_train/src/init_lock.graffle new file mode 100644 index 0000000000000000000000000000000000000000..fa9149f21b1311eed48ef72ec55e556559d0fc94 GIT binary patch literal 3090 zcmV+t4DItDiwFP!000030PS4sbK1HR|J?o+zWI6*kl%Jsnlpv~fhHupLSQm;N7xFu zF*dbLNZQH&epfON8=Dk*)8`>G!4K`OR;%5gwX&?^e;&sU_dxu>_T2Xed=4FO#5Fz3 zc8Bi|I_>h2cJR;1+vES7UKZQEs}eVH>>%W>I)(FUkvllb=Z(q4A^H4i`;@ynueRD8 z$jIkQ^#kr;6o!*``TT4)%VA2DGrch-4DwgLHz9ubbPmFffFWmv)&W!#Nl&N)cP-lt zPu{*cz9&y7h8fxquh2%(s zY3Lc&$7v9z)aB)rz6EUF)B0Tt>Yj{jbICL}#GH&$1dFnzPG7zp@ko;nxg$jvo)5V% zq96;0oPbp2`8m-D%2;%8ke1OJ;R#vQzQ$8MT`??F7vimm$Xel(Lspav-J?Pf>D{kN zW5rSVsgGwXy;hplFXQTfotGwAoUKkGTLz@>dE+hIq=?-I99;VL&|W#n!l>wwLvicH zI9m2+lA@2gfc8L&$#bS-*Kq8in|6k@QjEGa!6t}U()$EEC!%tkXD16%xS&3Mio=vX z0^-#pBp>lShxm6qdWS^rF9d%n?WhpXU*|s~j_qyoZ7*}!A~s{JE>YBe7Q-; zz314;<2q~Ec1Zhal48RUE$g(*7f(HNIwo$o9>q)Zi7ETdeK?>%lM(evr(BDuSV)PQ zm{WM2N2;ibk|gr{A;)VA@nC9!1 zS{c-iH%pT?Nx+xU~YOL^YOUb#H&PWs^^m(oP?xQGlCJe;^vDJWW&-XT#DD64S263 zd%b~cp0cJxvUKI%w|;oX-(okg*^fCH^6<>KH9gbAv`9iybP-Gka4o6m?U&m-&ke(Y zb9;ww?_3*><_P-%2@wZi@jya&;?~KO{QV5HrssG*5dVGa6ASwIcIXr0(vyKRC2$0) z+X?oq+wf6V5d8AIzz&K=4>ZW=K|}N)ii||m8Hpq@5*aZP;HC$KXC#UWBvh{LyEvTs z*tz{=(i@>Y9EHTa!zO?odi$2OA`k`c*1SVp)wM$osPLGC05#7W9yyUwyAZhPh)eca z>@l@1;_#B36BI=jBxt4vjZ-7UL9)gxvZkp>QzY>ZK^*P15J%k|adafBG6Hu4x7M{i z;_MOUk4BsgkU*ntGa!KBtL~k*xt}RTMn5n6WzC&fWWu7bU{{lO&5_aM6(-;_`ByC(re`!{EoSXph#d%0jazQcGeYf zpKI)Mjh~QfVDr<|_6g^B=KUczpa)|8lsOJT)N(qK6iL=(iHAl>^yw(&Bu&>8g-3u# zyr@RFBmeHWBfb{ypdE2X768S09*IcibuBT*+QZHsc76`*1XI%_!Oxjm)uf!N2{5El zbQzi^t8BO<=5$pQbqUcR(WF0RxFft0?C86Wb~I6zWh4Wh>oDY@uetZIvxl8Oezfy1 zn_Gcg7Qhvy+(|o z-)*+(jltM7M%6~O?bNS&&X*&I4 z;bI`v{gKxw;?8}cRQph33?ShGB$RNsj&N6>_HJsjQEQcq?)~Y#*XlY$3)HGV3@Z9l z#4usio&nS8KzMvGhsDmwD1U@@6#L_zVf1ioRKwj;Np3TSPNn?R>sn8}n}XL7oARL2 zt$<``FqO>nR;6qYD%TCDc@#BTtc}dd2pZ)C{YDW83zr?fFfzww7yf6sTt}q)=ukBy zvzF?ojq*j&sCEpho-^rHK)uR9kkMS-MYudpdIK{(`O${@gIo)iZ044I$KxuBb`*)JL%p@cX3ilXUTx5i$Bgu<-L>s$xhn#F=X*RXTGAF z3bOWtomAR8>A%5A2e10T|G_>g?o;eE0WZ5jQSbhFm~$yCLYoK>QFT#D;YlWz6$@JIcc^PC@dxKQs#S+_nMg zuxyzo%8X%|Ez{f^8d?U)?VD@V>(+w)bux2i3@m*HLYkzf^Yac>v(!L!qcf{U3Gk>< ztVGiReP~$!Vc@prIxnsp#HroikBsX9W4QR-|9I2r(WKg>Kl!{|H9+#fCvjOQfSg1dOw7M1)SbAN>mC^A1KDB=B)Ovwm`1$J}rziFWsQ9)OpF~f7 z;7?1}zWiQHiLYkF8RZ53==qeqNNu_4n|quFI+Wwn@HWVxOH&QEqVl(*3ZRuFO&R#Z z!G@RaiB_kKlsRrlZVXVF+7=1U*>ZsO56~0f8l%3p1ACDE%sshwCz=hv!o$@v_Uv5} zqDRRX2#fF(3yHtQb^sp;nY6v+$M(yq@@Oud?u-$9^;35PA`ap=@$8JvxksYFI4=~} z@i?Q;Sp8gvS6#tn{5iB**3XKsZ8FO$-4r@dk2eiB2an;}?sG)CJZ^i#dW!l%WuC$vWIFf~i=Fuvq!p^N2(DP>%`{{nsUc23-3I7(F@ zpy*G~H6(}tbZZqd{v8wyXWqo#iar@XpyK_efJn#B1s=L2+=V`XfM|^f3DF5`p zW#7%Wb=hLe3;CV6Vatn15ZPhRiwp08(0wS*uxmMF>qgbRkZf;)OW%en5}on_jzrs* zY%QF^Qvv$*KG=em2JYrStG5bX7<%Ii?8i1viN6e8h`w_?943KbelDRT%&$-@s^QG@ z?a!Wz9njl$*Bmunk?C0!)H5o2aZGEBU;rlbgKo_+hebAs?C|~3;Ov@>@QN_PYYVkc z{car@)o#gXeFB>Dqcba3URM8{+=c&-c_<3KB>xJs6+iLrJVShX(dc4?r|^&;smZNs zvTC7z&?IzoCX(Ttze7hf=`ikl_C(v8d=K$S=w%&o=@J^m8%6<5f~`x}dHQ;EH@(@m zdl3QYRvQs9*lycl8i=9|lMb5EFd8#@dIXHp z`*M~2_`ogp7LR>?qebi9dGV0b6ggwZu+}K4O?<4jC~r<3;%_8?9va}U6?bhbKKfZc z`A|lS<}Ckh@c;k- literal 0 HcmV?d00001 diff --git a/doc/design/cluster_train/src/init_lock.png b/doc/design/cluster_train/src/init_lock.png new file mode 100644 index 0000000000000000000000000000000000000000..92404ee6d6c0f9a7727952bae3c869ba338ecd7f GIT binary patch literal 26774 zcmdqJbzGH8{69!{oI{s%=b=NoyHmQmk?wAgKGK4KiU^`ecS{QhlF}&B(&!HN-u?c5 zyRX;&vHR!V*S%iOanAG1GiPQ#?;4V{HI;C&D6kL^5O7tL<#iDdkW3H|5VbInz&j`R z>e%3ah`zc?vIun(RQuosrkApbF9HHK;lqE32+xbiK!Z7FePcgk4RtYFPj_x>J5L*X z?m%}h&>8_jJWve$=x*<4O&jR$=HV+AC_(>E3o-EX!`nRcwEr~mbCsYs*3hPv^YpQ& z733D+hS5u6(bCe2``9^%>B=kq_i^w_g5Jr`&r6JlCm|ThnE}1^FP-H9~FOiS4_^+-OI<`*B4x0Qc(P#mj9Rc{?~o} zZLjU*>E{VX!N=KF#lz3u2YlGi`k{A{eE)s=|GCBg{aRW+&i3G`|M@iUf1m!}-}|q< zIM2g_|8E2F?EODOy`N|}*>NojT5D=shRODs!0}+1}2d!%=+zxUOnds`$ zzyE-dtIIB{oJjIQSC)zCrAB3(s!H%jWu0fAP>D@s+f-j@47;je6U#2X|G0Y@H2!YC zeexo#$+yIJ!dD_9w99vA%x6+?x5)J{gnylpW-YP_W+FvWp*!9!jR?Q}^-1c_ zm2Hd9HoL*=54VSHEV&vftcc1<2U|~+;d=~J zmjtsfJ46hmkV+jkZ!)VFSec&pV)IZ1@0HKJHh8>Wnayrg7doq>)B&z}QHK;1hp0U)fonE!(;(Pn0kFH8}?XoIqrp3Eln1QW)Dh-ked7HyfJ(`g)Qv1fWSk-rn^<-J8`{J z=!vwbk6Db1QrCW}de)svBh~4?)YRxW>9N{=Jt_59eNlMXt8e%jLuu&gh(@81OeVg> zIRt+$j?|(c&BY)dqD&E0d=rO(*t!xkFW@p;6Mla)kz6Jbf0u6&%=Szo_*~?;8@V_j zO?Oy$f}A|MUf8J(D+gWU>U#oB4bzKDn!t5Lddsli22TiQNK>S80&1R&LX)%2E%CZUr#*nDv2S$zPgZ<|`%kb;%ua*%X<9drLlrjd>U2K}? 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