From cb7891a45868c450cbdd4c85d7325c1702107f9a Mon Sep 17 00:00:00 2001 From: Yancey1989 Date: Wed, 14 Mar 2018 17:27:24 +0800 Subject: [PATCH] Add large model design doc --- doc/fluid/design/dist_train/large_model.md | 40 ++++++++++++++++++ .../src/prefetch_parameters.graffle | Bin 0 -> 10073 bytes .../dist_train/src/prefetch_parameters.png | Bin 0 -> 180176 bytes .../dist_train/src/split_parameter.graffle | Bin 0 -> 7812 bytes .../design/dist_train/src/split_parameter.png | Bin 0 -> 69134 bytes 5 files changed, 40 insertions(+) create mode 100644 doc/fluid/design/dist_train/large_model.md create mode 100644 doc/fluid/design/dist_train/src/prefetch_parameters.graffle create mode 100644 doc/fluid/design/dist_train/src/prefetch_parameters.png create mode 100644 doc/fluid/design/dist_train/src/split_parameter.graffle create mode 100644 doc/fluid/design/dist_train/src/split_parameter.png diff --git a/doc/fluid/design/dist_train/large_model.md b/doc/fluid/design/dist_train/large_model.md new file mode 100644 index 00000000000..f82fa6f81e5 --- /dev/null +++ b/doc/fluid/design/dist_train/large_model.md @@ -0,0 +1,40 @@ +# Design Doc: Large Model + +## Abstract + +We propose an approach to support the large parameter. +For embedding layer, the parameter may very large and could +not be stored in one trainer's memory. In this approach, a Trainer would +prefetch a sliced parameter from different Parameter Server instances +according to the input `Ids`, and then run forward, backward and send +the gradient to Parameter Server to execute the optimize program. + +## Design + +Fluid large model distributed training use +[Distributed Transpiler](./parameter_server.md#distributed-transpiler) to split +a large parameter into multiple parameters which stored on Parameter Server, and +the Trainer would prefetch them by `RPC` interface. + +### Split Large Parameter + + + +**Distributed Transpiler** would split the large parameter +(weight) into some sliced parameters (weight_0, weight_1, weight_2) as the +figure above. + +### Prefetch Parameters from Parameter Servers + + + +- `PrefetchRpc` operator would send the rows index the multiple Parameter Servers, + and then receive the SelctedRows. +- The different with normal Fluid distributed training, we only prefetch the rows + +## TODO + +- Async Update + + To avoid slow-node, Async update is important for distributed training, + we need an design doc and implement it in future. diff --git a/doc/fluid/design/dist_train/src/prefetch_parameters.graffle b/doc/fluid/design/dist_train/src/prefetch_parameters.graffle new file mode 100644 index 0000000000000000000000000000000000000000..067178972219e99add6db5a82db0f104d3517862 GIT binary patch literal 10073 zcmaLdRZtw<@*r^BEfCyo2u^SvEI5O^ySvK(!6CQ@CundD&fxCu?(Qzx@7CS_*4Ea& z+tppw=e(SkemTEt@+c&ze+4Ymxu11fxn$zQ;X`$Eb!U6j8KX#E(cn7AFa)WOO5|wG z^`HhBD-%vy`egU-2TXpMntItyhk?bK5bY{$Djj?9SOgsvN9|2XfN;@pNr7Rqa?bm? z?-R$}JDsqrE9*#5r(ZSeF?q@6-`CB~*W-W$R1@prxe|TslzBSs!9$Yk<5%)<@tRfI z4<~7sVa1!Q+0@(&_AqhTmyg*;WA*b7ev$?E_hkp=+;u_wz z>Klk-Sxf4NeD*;Ze#`tn4~#0-27LJH>hGs`p8;7jsEccOGW&AhIL|0~th`VHB#G7Im(4iSHz@pxfXQptB6~6hoR~F{ z*q!aF-qq)ZRaTQ#XNXF^^?c{CP*C}j*&Yh~w7(DfzJ477d1*vCjdI>V<>o`deMjtq z$)9=SDw1P7RJl?CWuT5r&7voo(t<*HuTH2108nb4OCzF|KW8J0`y8L{d?0VX7m$Q~ 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