From c5b01d04ae0de3363c52a5ad8d629b4c47c80b1c Mon Sep 17 00:00:00 2001 From: Helin Wang Date: Tue, 14 Mar 2017 19:11:52 -0700 Subject: [PATCH 1/8] paddle dist architecture (draft) --- doc/design/dist/README.md | 78 ++++++++++++++++++ doc/design/dist/src/arch.graffle | Bin 0 -> 3834 bytes doc/design/dist/src/arch.png | Bin 0 -> 58345 bytes ...rnetes-invited-blog-model-sharding.graffle | Bin 0 -> 2952 bytes ...kubernetes-invited-blog-model-sharding.png | Bin 0 -> 53785 bytes .../dist/src/paddle-task-queues.graffle | Bin 0 -> 3019 bytes doc/design/dist/src/paddle-task-queues.png | Bin 0 -> 33449 bytes .../dist/src/paddle-task-states.graffle | Bin 0 -> 2282 bytes doc/design/dist/src/paddle-task-states.png | Bin 0 -> 20521 bytes 9 files changed, 78 insertions(+) create mode 100644 doc/design/dist/README.md create mode 100644 doc/design/dist/src/arch.graffle create mode 100644 doc/design/dist/src/arch.png create mode 100644 doc/design/dist/src/paddle-on-kubernetes-invited-blog-model-sharding.graffle create mode 100644 doc/design/dist/src/paddle-on-kubernetes-invited-blog-model-sharding.png create mode 100644 doc/design/dist/src/paddle-task-queues.graffle create mode 100644 doc/design/dist/src/paddle-task-queues.png create mode 100644 doc/design/dist/src/paddle-task-states.graffle create mode 100644 doc/design/dist/src/paddle-task-states.png diff --git a/doc/design/dist/README.md b/doc/design/dist/README.md new file mode 100644 index 0000000000..465d2e54be --- /dev/null +++ b/doc/design/dist/README.md @@ -0,0 +1,78 @@ +# Distributed Training Design Doc + +## Objective + +We want Paddle to support training on a general-purpose cluster. The cluster runs Paddle, the Web server (e.g., Nginx), the log collector (e.g., fluentd), the distributed queue service (e.g., Kafka), the log joiner and other data processors written using Storm, Spark, and Hadoop MapReduce on the same cluster. As illustrated in the following graph: + +![general purpose cluster](src/arch.png) + +This poses new challenges for Paddle, + +- Paddle need to be tault tolerant. +- Input training data can be online data from realtime logs, or batched data from distributed file system. +- User needs a simple way to train model on cloud. Complexities such as job scheduling should be hidden from user. + +## Training Job + +A training job will be created once user asks Paddle cloud to train a model. The training job is made up of different processes that collabratively consume data input and produce a trained model. There are three kind of processes: + +- Master process +- Trainer process +- Parameter server process + +One training job will only have one master process, typicall multiple trainer and parameter server processes. Their relation is illustrated in the following graph: + +![process collabration](src/paddle-on-kubernetes-invited-blog-model-sharding.png) + +### Master Process + +Master process will: + +- keep a list of alive trainers and a list of alive parameter servers and do *health check*, + - if trainer is dead it will update task queue accordingly as mentioned in [task queue](#task-queue). + - if a parameter server is dead or a new parameter server joins, it will broacast this information to all trainers. +- dispatches tasks to trainers. A *task* is a unit of data that a trainer needs to train on, and +- keep track of training progress on the dataset with *task queue*. Typically training will iterate on the dataset for a full pass until it goes into next pass. + +#### Task Queue + +Master process have three task queues to track training progress as shown in the graph below: + +![task queues](src/paddle-task-queues.png) + +- Todo queue holds tasks to be dispatched. +- Pending queue holds tasks that are currently training by trainers, and a mapping from trainers to their training tasks. +- Done queue holds tasks that are already trained. + +A dataset will be sharded into tasks and dispatched by the master process. The life cycle of a single task is illustrated below: + +![task states](src/paddle-task-states.png) + +1. When a new pass of training starts, all tasks will be placed in the todo queue. +1. The master process will dispatch few tasks to each trainer at a time, puts them in pending queue and waits for completion. +1. The trainer will work on it's tasks and tell master once a task is completed. The master process will dispatch a new task to that trainer. +1. If a trainer is dead. the master process will move it's tasks back to the todo queue. +1. The master will move completed task to the done queue. When todo queue is empty, master will start a new pass by moving all tasks in done queue to todo queue. + +### Trainer Process + +Trainer process will train it's current tasks, tell parameter servers it's accumulated gradient, and download latest model from parameter servers. + +Trainer holds entire network model while each parameter server hold a shard of model. So trainer needs to communicate will all parameter servers. + +Communication involves two parts: + +- upload accumulated gradient. Upload can be configured to happen every **n** mini-batches. +- download new model. Download can be configured to happend every **m** mini-batches. **n** and **m** does not need to be equal. + +### Parameter Server Process + +Parameter server processes hold model together. Since model parameters are sharded and saved on different parameter servers. All parameter servers collabratively form the global view of trained model. + +## Fault Tolerant + +TODO + +## User Interface + +TODO diff --git a/doc/design/dist/src/arch.graffle b/doc/design/dist/src/arch.graffle new file mode 100644 index 0000000000000000000000000000000000000000..f3a0693d51a0e05371877ce0b5aeabc66287a072 GIT binary patch literal 3834 zcmVxDg;zHy!!X#;p^(wi9nNp4ovY zNaC6z6_T>!X7b+`Aa&tYkyP1^T=+qh#e)lh^PTe@@POR=`SZ{>ZbcM(Ver!qG{KG` z0ype>LI06GB=%aH6L_k)1!gs&dN;2VIrm^;_10rm%e-f zFAebZrSSzL;+P0fOq}%7c3v9Lp_U1lgQ=B$;;&x|7p7`E@OfOV_+r3EV&0`vnd8HG zf$8<2{H0}L7se>@D@zSj>bor2X) zrP3E8?#e1=@{!>FYb@0%{W2Am|0umbU5WdY;gK>k&Frz#1f za``JB^#AnA!iQcw^7;LR%l%4=(C`A|Cqo^|#eVU8ad|(g6yXv%W!Y2*4?}l66hTr( z^laF0W!xsZ8!MwzV*!fFSb|p$Ul7{Rq&Bl&8jfueVmS!f7-E7cb`X2 zt#4y%IylLt_?%SB{dsgzBkhNGRnc=1r#e}d&H;Bmcy>YQCXy#!umGI-dgc|eq79hH zo`tcOAbe&n*^ng~2R-Piq?RZeH`MgI6}-O%}YS?viWROxs1K2auHDcLxjIDv$^MDQ9r-_D;Ki5gUKk`v$G`4@>t5i= zqdVYHED~V65&o@6Bwu+a#^T4XQr1;ECxw5!jzkw()^$G;B2ZsC{#eMPl)4`AsC%7! 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zB1@}Lw!!AK!89cAH*XtD;YCKOs{M6P5N+0rvAUpOZZm6VH=3>rS1UvI%7^bU&+gZM zR;Nk|#L%6%3$etI>#~?K|Kg91H6Z{VGb4b-M4%6KK#M@~%y<-5ffA5E1g* zR)!6QbgkHaC4sase%RuEZ|k^(J^S=F+|pJ#!$|?l2AJ{Y(j?{*ZGVaUkvRy=Nc&Lg zTXUR%?SOX_h~U?(>sDG4(hIubHQq+n3j_e4HEh@H`fel$VZ&eoEaz;GSFO8(LR~vy zlut!uH;dNq9eI-%{<}5}G@HS5VGM}VG4vp`;>-HrO+d5@ZmIFbY2W|{m4^03;;DNZ z!JI(flDj~E;K)U}Pt8r6;bRJ%Bhp=lzdi^2d1ego=MfKD+VssJ9(R(hatds?aA#96 zC~2v$eASdJfz$`G`{Z)IDEwef(2*f~sSN}@e;u!5R!1#RBFc(U^z&TfntkPFf@3+= ziM^&lzf)L5S`Q>AjC1`Yvt#VhBbwhqtK`2DTXRd$VariATB(x8f6D025FDjvO#fxN z=(1}L@JVw$3bJJ%;7de}J5OY!6q?MMfKi z9wB{j1x|h5HJdoUHHu8A_)iAL5JlRw5-7t8!*K!jZGz~GBs!f_fsW(SM^4Br-)QJs zdj{k|^|N-`42u(fJPG9iT@CvTb~rDA%`7PPGMsHcYtz)NE^ea&Q%Ms+AhnP0Cw*hi zt*0JFTK_=~dJiA#e!^K#LVkqIFO;|UL`X#zf%)qTIr_mv+tY2gfyEKvMbU+UGEKC> zT;NLbFRVcBL%*^NMzobeTr&1>ME?wt1R{_Sc^5Vb{6sprQW_HKOfG*^kd6%-piUsu ztO8>M(ihMFq}pouAi5?3o+6)-sw+X-_dnR`Bb}wvssKn?AgCf0VPX_#VR!ct(g5V{PGm2txhO{ax^7sGs0!N@Sv6CIT+F3SYs$qAe5`H^j_23JD z$GS}Y%eDsv>OoSfw}A>c&T1m1NVcFPM)_8If}_h6^#8M9IvM(v^Co%~@8tvmA1A6i JrGZRK`w!;CzQF(h literal 0 HcmV?d00001 From 0084eddc0b3aa804cefd22c9a1cf57fb5f3758b7 Mon Sep 17 00:00:00 2001 From: Helin Wang Date: Tue, 14 Mar 2017 19:27:48 -0700 Subject: [PATCH 2/8] fix grammar --- doc/design/dist/README.md | 46 +++++++++++++++++++-------------------- 1 file changed, 23 insertions(+), 23 deletions(-) diff --git a/doc/design/dist/README.md b/doc/design/dist/README.md index 465d2e54be..8cb0c46d5c 100644 --- a/doc/design/dist/README.md +++ b/doc/design/dist/README.md @@ -2,25 +2,25 @@ ## Objective -We want Paddle to support training on a general-purpose cluster. The cluster runs Paddle, the Web server (e.g., Nginx), the log collector (e.g., fluentd), the distributed queue service (e.g., Kafka), the log joiner and other data processors written using Storm, Spark, and Hadoop MapReduce on the same cluster. As illustrated in the following graph: +We want Paddle to support training on the general-purpose cluster. The cluster runs Paddle, the Web server (e.g., Nginx), the log collector (e.g., fluentd), the distributed queue service (e.g., Kafka), the log joiner and other data processors written using Storm, Spark, and Hadoop MapReduce on the same cluster. As illustrated in the following graph: ![general purpose cluster](src/arch.png) This poses new challenges for Paddle, -- Paddle need to be tault tolerant. -- Input training data can be online data from realtime logs, or batched data from distributed file system. -- User needs a simple way to train model on cloud. Complexities such as job scheduling should be hidden from user. +- Paddle need to be fault tolerant. +- Input training data can be online data from real time logs or batched data from distributed file system. +- User needs a simple way to train model on Paddle cloud. Complexities such as job scheduling should be hidden from user. ## Training Job -A training job will be created once user asks Paddle cloud to train a model. The training job is made up of different processes that collabratively consume data input and produce a trained model. There are three kind of processes: +A training job will be created once user asks Paddle cloud to train a model. The training job is made up of different processes that collaboratively consume data and produce a trained model. There are three kinds of processes: - Master process - Trainer process - Parameter server process -One training job will only have one master process, typicall multiple trainer and parameter server processes. Their relation is illustrated in the following graph: +One training job will only have one master process, typically multiple trainer processes and parameter server processes. Their relation is illustrated in the following graph: ![process collabration](src/paddle-on-kubernetes-invited-blog-model-sharding.png) @@ -28,46 +28,46 @@ One training job will only have one master process, typicall multiple trainer an Master process will: -- keep a list of alive trainers and a list of alive parameter servers and do *health check*, - - if trainer is dead it will update task queue accordingly as mentioned in [task queue](#task-queue). - - if a parameter server is dead or a new parameter server joins, it will broacast this information to all trainers. -- dispatches tasks to trainers. A *task* is a unit of data that a trainer needs to train on, and -- keep track of training progress on the dataset with *task queue*. Typically training will iterate on the dataset for a full pass until it goes into next pass. +- Keep a list of alive trainers and a list of alive parameter servers and do health check. + - If a trainer is dead it will update the task queue accordingly as mentioned in [task queue](#task-queue). + - If a parameter server is dead or a new parameter server joins, it will broadcast this information to all trainers. +- Dispatches tasks to trainers. A *task* is a unit of data that a trainer needs to train on. +- Keep track of training progress on the dataset with *task queue*. A training job will iterate on the dataset for a full pass until it goes into next pass. #### Task Queue -Master process have three task queues to track training progress as shown in the graph below: +Master process has three task queues to track training progress as shown in the graph below: ![task queues](src/paddle-task-queues.png) -- Todo queue holds tasks to be dispatched. -- Pending queue holds tasks that are currently training by trainers, and a mapping from trainers to their training tasks. -- Done queue holds tasks that are already trained. +- The todo queue holds tasks to be dispatched. +- The pending queue holds tasks that are currently training by trainers, and a mapping from trainers to their training tasks. +- the done queue holds tasks that are already trained. A dataset will be sharded into tasks and dispatched by the master process. The life cycle of a single task is illustrated below: ![task states](src/paddle-task-states.png) 1. When a new pass of training starts, all tasks will be placed in the todo queue. -1. The master process will dispatch few tasks to each trainer at a time, puts them in pending queue and waits for completion. -1. The trainer will work on it's tasks and tell master once a task is completed. The master process will dispatch a new task to that trainer. +1. The master process will dispatch few tasks to each trainer at a time, puts them in the pending queue and waits for completion. +1. The trainer will work on it's tasks and tell the master process once a task is completed. The master process will dispatch a new task to that trainer. 1. If a trainer is dead. the master process will move it's tasks back to the todo queue. -1. The master will move completed task to the done queue. When todo queue is empty, master will start a new pass by moving all tasks in done queue to todo queue. +1. The master process will move completed task to the done queue. When the todo queue is empty, the master process will start a new pass by moving all tasks in the done queue to todo queue. ### Trainer Process -Trainer process will train it's current tasks, tell parameter servers it's accumulated gradient, and download latest model from parameter servers. +The trainer process will train its current tasks, tell parameter servers its accumulated gradient, and download the latest model from parameter servers. -Trainer holds entire network model while each parameter server hold a shard of model. So trainer needs to communicate will all parameter servers. +The trainer holds entire network model while each parameter server holds a shard of the model. So trainer needs to communicate will all parameter servers. Communication involves two parts: -- upload accumulated gradient. Upload can be configured to happen every **n** mini-batches. -- download new model. Download can be configured to happend every **m** mini-batches. **n** and **m** does not need to be equal. +- Upload accumulated gradient. Upload can be configured to happen every **n** mini-batches. +- Download new model. Download can be configured to happen every **m** mini-batches. **n** and **m** do not have to be equal. ### Parameter Server Process -Parameter server processes hold model together. Since model parameters are sharded and saved on different parameter servers. All parameter servers collabratively form the global view of trained model. +Parameter server processes hold model together. Since model parameters are sharded and saved on different parameter servers. All parameter servers collabratively form the global view of a trained model. ## Fault Tolerant From 1305c68540bf44bf2d7df9f7141b72c8c075c39a Mon Sep 17 00:00:00 2001 From: Helin Wang Date: Wed, 15 Mar 2017 16:18:06 -0700 Subject: [PATCH 3/8] fix according to comments --- doc/design/dist/README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/doc/design/dist/README.md b/doc/design/dist/README.md index 8cb0c46d5c..76924f7e1d 100644 --- a/doc/design/dist/README.md +++ b/doc/design/dist/README.md @@ -4,12 +4,12 @@ We want Paddle to support training on the general-purpose cluster. The cluster runs Paddle, the Web server (e.g., Nginx), the log collector (e.g., fluentd), the distributed queue service (e.g., Kafka), the log joiner and other data processors written using Storm, Spark, and Hadoop MapReduce on the same cluster. As illustrated in the following graph: -![general purpose cluster](src/arch.png) + This poses new challenges for Paddle, - Paddle need to be fault tolerant. -- Input training data can be online data from real time logs or batched data from distributed file system. +- Input training data can be online data from real time logs or batch data from distributed file system. - User needs a simple way to train model on Paddle cloud. Complexities such as job scheduling should be hidden from user. ## Training Job @@ -22,7 +22,7 @@ A training job will be created once user asks Paddle cloud to train a model. The One training job will only have one master process, typically multiple trainer processes and parameter server processes. Their relation is illustrated in the following graph: -![process collabration](src/paddle-on-kubernetes-invited-blog-model-sharding.png) + ### Master Process @@ -38,15 +38,15 @@ Master process will: Master process has three task queues to track training progress as shown in the graph below: -![task queues](src/paddle-task-queues.png) + -- The todo queue holds tasks to be dispatched. +- The todo queue holds tasks to be dispatched. When a job starts, the master process fills in the todo queue with all tasks. - The pending queue holds tasks that are currently training by trainers, and a mapping from trainers to their training tasks. - the done queue holds tasks that are already trained. A dataset will be sharded into tasks and dispatched by the master process. The life cycle of a single task is illustrated below: -![task states](src/paddle-task-states.png) + 1. When a new pass of training starts, all tasks will be placed in the todo queue. 1. The master process will dispatch few tasks to each trainer at a time, puts them in the pending queue and waits for completion. From 57a7b7a833ccefd9ce4339e43733cb9a0be9b98a Mon Sep 17 00:00:00 2001 From: Helin Wang Date: Thu, 6 Apr 2017 16:36:55 -0700 Subject: [PATCH 4/8] add detail for dist train fault reliable --- doc/design/dist/README.md | 156 +++++++++++++++--- doc/design/dist/src/paddle-etcd.graffle | Bin 0 -> 4911 bytes doc/design/dist/src/paddle-etcd.png | Bin 0 -> 70537 bytes .../dist/src/paddle-model-sharding.graffle | Bin 0 -> 2989 bytes doc/design/dist/src/paddle-model-sharding.png | Bin 0 -> 38398 bytes ...rnetes-invited-blog-model-sharding.graffle | Bin 2952 -> 0 bytes ...kubernetes-invited-blog-model-sharding.png | Bin 53785 -> 0 bytes doc/design/dist/src/paddle-ps-0-can.png | Bin 0 -> 29593 bytes doc/design/dist/src/paddle-ps-0-sel.png | Bin 0 -> 31812 bytes doc/design/dist/src/paddle-ps-etcd.graffle | Bin 0 -> 3978 bytes doc/design/dist/src/paddle-ps-new-can.png | Bin 0 -> 41266 bytes doc/design/dist/src/paddle-ps-new-sel.png | Bin 0 -> 42809 bytes .../dist/src/paddle-task-queues.graffle | Bin 3019 -> 3415 bytes doc/design/dist/src/paddle-task-queues.png | Bin 33449 -> 37163 bytes .../dist/src/paddle-task-states.graffle | Bin 2282 -> 2305 bytes doc/design/dist/src/paddle-task-states.png | Bin 20521 -> 18224 bytes 16 files changed, 134 insertions(+), 22 deletions(-) create mode 100644 doc/design/dist/src/paddle-etcd.graffle create mode 100644 doc/design/dist/src/paddle-etcd.png create mode 100644 doc/design/dist/src/paddle-model-sharding.graffle create mode 100644 doc/design/dist/src/paddle-model-sharding.png delete mode 100644 doc/design/dist/src/paddle-on-kubernetes-invited-blog-model-sharding.graffle delete mode 100644 doc/design/dist/src/paddle-on-kubernetes-invited-blog-model-sharding.png create mode 100644 doc/design/dist/src/paddle-ps-0-can.png create mode 100644 doc/design/dist/src/paddle-ps-0-sel.png create mode 100644 doc/design/dist/src/paddle-ps-etcd.graffle create mode 100644 doc/design/dist/src/paddle-ps-new-can.png create mode 100644 doc/design/dist/src/paddle-ps-new-sel.png diff --git a/doc/design/dist/README.md b/doc/design/dist/README.md index 76924f7e1d..8bb1ac8504 100644 --- a/doc/design/dist/README.md +++ b/doc/design/dist/README.md @@ -2,7 +2,7 @@ ## Objective -We want Paddle to support training on the general-purpose cluster. The cluster runs Paddle, the Web server (e.g., Nginx), the log collector (e.g., fluentd), the distributed queue service (e.g., Kafka), the log joiner and other data processors written using Storm, Spark, and Hadoop MapReduce on the same cluster. As illustrated in the following graph: +We want Paddle to support training on the general-purpose cluster. The cluster runs Paddle, the web server (e.g., Nginx), the log collector (e.g., fluentd), the distributed queue service (e.g., Kafka), the log joiner and other data processors written using Storm, Spark, and Hadoop MapReduce on the same cluster. As illustrated in the following graph: @@ -22,55 +22,167 @@ A training job will be created once user asks Paddle cloud to train a model. The One training job will only have one master process, typically multiple trainer processes and parameter server processes. Their relation is illustrated in the following graph: - + ### Master Process -Master process will: +The master process will: -- Keep a list of alive trainers and a list of alive parameter servers and do health check. - - If a trainer is dead it will update the task queue accordingly as mentioned in [task queue](#task-queue). - - If a parameter server is dead or a new parameter server joins, it will broadcast this information to all trainers. -- Dispatches tasks to trainers. A *task* is a unit of data that a trainer needs to train on. -- Keep track of training progress on the dataset with *task queue*. A training job will iterate on the dataset for a full pass until it goes into next pass. +- Do [parameter server selection](#parameter-server-selection). +- Shard dataset into [tasks](#task) and dispatch tasks to trainers. +- Keep track of training progress on the dataset with [task queue](#task-queue). A training job will iterate on the dataset for a full pass until it goes into next pass. + +Now we will explain the concepts mentioned above: + +#### Selection Request + +The selection request is a request that the master sends to a parameter server candidate, making it a parameter server available to the trainers. It contains information such as the parameter server index, the optimizaiton algorithm, the parameter save period, and the path for saving parameters. + +#### Parameter Server Selection + +The parameter server selection process selects parameter servers from parameter server candidates. It ensures the parameter servers that the trainers see are in consistent order, since the trainer needs to decide the parameter placement according to the consistent order. + +The selection process is as follows: + +- The master watches `/ps_candidate/` prefix in etcd. When a parameter server candidate joins and there is not enough parameter servers, the master will remove the candidate's entry in `/ps_candidate/` and send a [selection reqeust](#selection-request) to the candidate. Upon receiving the request, the candidate will set key `/ps/` in etcd with a lease to make itself available for the trainers. The `` is from the selection request. + + The graph below shows a parameter server candidate come online and then being selected, available for the trainers: + + + + +- The master watches `/ps/` prefix in etcd. When a selected parameter server went offline, the master will select a not yet selected parameter server candidate by sending the selection request to fill the missing parameter server spot. + + The graph below shows one parameter server is missing, the cluster management system created a new parameter server. The new parameter server announced itself as a candidate. Then the master filled the missing parameter server spot with the new candidate. + + + + + +#### Task + +A task is a piece of sharded data to be trained. The total number of tasks will be much bigger than the total number of trainers. The number of data instances inside a task will be much bigger than the mini-batch size. #### Task Queue -Master process has three task queues to track training progress as shown in the graph below: +Master process has three task queues to track training progress. As illustrated in the graph below, Job A and Job B both have one master process. Each master process has three task queues. - + - The todo queue holds tasks to be dispatched. When a job starts, the master process fills in the todo queue with all tasks. -- The pending queue holds tasks that are currently training by trainers, and a mapping from trainers to their training tasks. +- The pending queue holds tasks that are currently training by trainers. - the done queue holds tasks that are already trained. -A dataset will be sharded into tasks and dispatched by the master process. The life cycle of a single task is illustrated below: +The life cycle of a single task is illustrated below: - + 1. When a new pass of training starts, all tasks will be placed in the todo queue. 1. The master process will dispatch few tasks to each trainer at a time, puts them in the pending queue and waits for completion. 1. The trainer will work on it's tasks and tell the master process once a task is completed. The master process will dispatch a new task to that trainer. -1. If a trainer is dead. the master process will move it's tasks back to the todo queue. -1. The master process will move completed task to the done queue. When the todo queue is empty, the master process will start a new pass by moving all tasks in the done queue to todo queue. +1. If a task timeout. the master process will move it back to the todo queue. The timeout count will increase by one. If the timeout count is above an threashold, the task is likely to cause a trainer to crash, so it will be discarded. +1. The master process will move completed task to the done queue. When the todo queue is empty, the master process will start a new pass by moving all tasks in the done queue to todo queue and resetting the timeout counter of all tasks to zero. ### Trainer Process -The trainer process will train its current tasks, tell parameter servers its accumulated gradient, and download the latest model from parameter servers. +The trainer process will: -The trainer holds entire network model while each parameter server holds a shard of the model. So trainer needs to communicate will all parameter servers. +- Receive the tasks from the master. +- Work on the tasks: alculate and upload gradient to the parameter servers, and update local model by downloading new parameters from the parameter servers. -Communication involves two parts: +### Parameter Server Process -- Upload accumulated gradient. Upload can be configured to happen every **n** mini-batches. -- Download new model. Download can be configured to happen every **m** mini-batches. **n** and **m** do not have to be equal. +Parameter server processes hold the parameters collabratively. The parameters are sharded on different parameter servers. -### Parameter Server Process +The parameter server will: + +- Receive gradient from the trainers, update its parameters, and give the trainers the latest parameters. +- Periodically save its parameters to distributed file system by overriding the previous save. + +### Optimization Algorithms + +The communication pattern between the trainers and the parameter servers depends on the category of optimization algorithm: + +- Synchronous Stochastic Gradient Decent (sync-SGD) + + Parameter server will wait for all trainer finish n-th mini-batch calculation and send their gradients before broadcasting new parameters to every trainer. Every trainer will wait for the new parameters before starting n+1-th mini-batch. + +- Asynchronous Stochastic Gradient Decent (async-SGD) -Parameter server processes hold model together. Since model parameters are sharded and saved on different parameter servers. All parameter servers collabratively form the global view of a trained model. + There will no synchronization between different trainers, and parameter server updates its parameter as soon as it receives new gradient: + + - Each trainer uploads its accumulated gradient every **n** mini-batches. + - Every **m** mini-batches, the trainer downloads new parameters from parameter server. + - **n** and **m** do not have to be equal. ## Fault Tolerant +The training job will pause if the master process is dead, or any of the parameter server process is dead. They will be started by the cluster management system and recover in few minutes. Please refer to [fault recovery](#fault-recovery). + +The training job will continue to make progress if there is at least one training process running. The strategy depends on the type of optimization algorithm: + +- sync-SGD + + TODO + +- async-SGD + + Since async-SGD does not require synchronization between mini-batches, the system will by definition make process if at least one trainer is running. + +## Fault Recovery + +PaddlePaddle uses [etcd](https://github.com/coreos/etcd) to keep track of the states of processes. Because etcd is a distributed reliable key-value store, the restarted process can recover its states from etcd. The model parameter are periodically saved into distributed file system, so a restarted parameter server can recover its parameters from the saved file. + +Now we will introduce how each process recovers from failure: + + + +### Master Process + +When the master is started by the cluster management system, it executes the following steps at startup: + +1. Grabs a unique *master* lock in etcd, which prevents concurrent master instantiations. +1. Recovers the task queues from etcd if they already exists, otherwise the master will create them. +1. Watches the trainer prefix keys `/trainer/` on etcd to find the live trainers. +1. Starts dispatching the tasks to the trainers. + +The master process will kill itself if its etcd lease expires. + +When the master process is dead for any reason, the cluster management system will restart it. It will be online again with all states recovered from etcd in few minutes. + +### Trainer Process + +When the trainer is started by the cluster management system, it executes the following steps at startup: + +1. Watches the available parameter server prefix keys `/ps/` on etcd and waits until count of parameter servers reaches the desired count. +1. Generates an unique ID, and sets key `/trainer/` with its contact address as value. The key will be deleted when the lease expires, so the master will be aware of the trainer being online and offline. +1. Waits for tasks from the master to start training. + +If trainer's etcd lease expires, it will try set key `/trainer/` again so that the master process can discover the trainer again. + +### Parameter Server Process + +When the parameter server is started by the cluster management system, it executes the following steps at startup: + +1. Generates an unique ID, and sets key `/ps_candidate/` with its contact address as value and waits for the master's [selection request](#selection-request) +1. Upon receiving master server's [selection request](#selection-request). The parameter server can load parameters if there are already saved parameters in the save path from selection request. Then Creates key `/ps/` with its contact address as value. +1. Now the parameter server is ready for the trainers' requests. + +If the parameter server's etcd lease expires, the parameter server will save its parameters to the given save path and kill itself. + + +## Dynamic Scaling + +### Trainer Scaling + +TODO + +### Parameter Server Scaling + +Not planned for v1. + +## Training Dataset Format + TODO ## User Interface diff --git a/doc/design/dist/src/paddle-etcd.graffle b/doc/design/dist/src/paddle-etcd.graffle new file mode 100644 index 0000000000000000000000000000000000000000..501bb8f98f4c3fb072b63498b0b35d2e5e6ff821 GIT binary patch literal 4911 zcmV+~6VU7*iwFP!000030PS5{bK5wwexCdao;+-wt+goJFPTiX96K|~Y!Z88CpnXH z)f6qkGAA^tP;?wmD*yce)Qwk(lqEZI;8Ix^Hozv({h_-7G#>x^%SGUPR`JM>!e1Uj z7d&)S*o*ppIQZq^+v8t5;^DuaJb3&+`v-f+e;ht@hJimyoWr+IU%uFL9(KCj-Qh4$ z-R}PJzH|8U#nG{&>*#i$y?*FCJWrD0qi*-=>dN&DmD`Ih4B@DI7)L`DC)Y1^WgT6> z?I-<*`ZnX*bL{9}`+hHZ^5Cb(AJz4f-Cp8dWJ<`Bh)^!$b{K`~*Di zPCrhI=zIG;FVR)L8`nH5(sV(;uMQ2cRs 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a/doc/design/dist/README.md +++ b/doc/design/dist/README.md @@ -2,25 +2,24 @@ ## Objective -We want Paddle to support training on the general-purpose cluster. The cluster runs Paddle, the web server (e.g., Nginx), the log collector (e.g., fluentd), the distributed queue service (e.g., Kafka), the log joiner and other data processors written using Storm, Spark, and Hadoop MapReduce on the same cluster. As illustrated in the following graph: +In [this slides](https://www.slideshare.net/cxwangyi/paddlepaddle-a-complete-solution-for-businesses), we explained that we'd like PaddlePaddle running on general-purpose clusters like those managed by Kubernetes, so to address demands for AI from both Internet and non-Internet industries. - +This poses technical challenges to PaddlePaddle: -This poses new challenges for Paddle, +1. Support fault-recovery. +1. Support both offline and online training. +1. [Serverless computing](https://en.wikipedia.org/wiki/Serverless_computing) of distributed training. -- Paddle need to be fault tolerant. -- Input training data can be online data from real time logs or batch data from distributed file system. -- User needs a simple way to train model on Paddle cloud. Complexities such as job scheduling should be hidden from user. ## Training Job A training job will be created once user asks Paddle cloud to train a model. The training job is made up of different processes that collaboratively consume data and produce a trained model. There are three kinds of processes: -- Master process -- Trainer process -- Parameter server process +1. the *master process*, which dispatches tasks to +1. one or more *trainer processes*, which run distributed training and synchronize gradients/models via +1. one or more *parameter server processes*, where each holds a shard of the global model. -One training job will only have one master process, typically multiple trainer processes and parameter server processes. Their relation is illustrated in the following graph: +Their relation is illustrated in the following graph: diff --git a/doc/design/dist/src/arch.graffle b/doc/design/dist/src/arch.graffle deleted file mode 100644 index f3a0693d51a0e05371877ce0b5aeabc66287a072..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3834 zcmVxDg;zHy!!X#;p^(wi9nNp4ovY zNaC6z6_T>!X7b+`Aa&tYkyP1^T=+qh#e)lh^PTe@@POR=`SZ{>ZbcM(Ver!qG{KG` z0ype>LI06GB=%aH6L_k)1!gs&dN;2VIrm^;_10rm%e-f zFAebZrSSzL;+P0fOq}%7c3v9Lp_U1lgQ=B$;;&x|7p7`E@OfOV_+r3EV&0`vnd8HG zf$8<2{H0}L7se>@D@zSj>bor2X) zrP3E8?#e1=@{!>FYb@0%{W2Am|0umbU5WdY;gK>k&Frz#1f za``JB^#AnA!iQcw^7;LR%l%4=(C`A|Cqo^|#eVU8ad|(g6yXv%W!Y2*4?}l66hTr( z^laF0W!xsZ8!MwzV*!fFSb|p$Ul7{Rq&Bl&8jfueVmS!f7-E7cb`X2 zt#4y%IylLt_?%SB{dsgzBkhNGRnc=1r#e}d&H;Bmcy>YQCXy#!umGI-dgc|eq79hH zo`tcOAbe&n*^ng~2R-Piq?RZeH`MgI6}-O%}YS?viWROxs1K2auHDcLxjIDv$^MDQ9r-_D;Ki5gUKk`v$G`4@>t5i= zqdVYHED~V65&o@6Bwu+a#^T4XQr1;ECxw5!jzkw()^$G;B2ZsC{#eMPl)4`AsC%7! 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zp{bIG(HODL(X(Zlt7cfE%N@3vHRwX+mxwc*bTz|%xaNd+k!ZVid(HOb`xK)49U9k! z36~*kGoK;MV{s9Q>dfCoM9D>;%B8->CUGcUhB>{!!}OZH>YKz{ciQh1MY!p(Gg6Bd zs4n-%`y3o%zNFpxV!rEwY=`)6Fs(MbyPDPNA{Ug(qkTQdkabR>7kQTUEIdj)lz`6i z>~$@nvZ@gtJ9ljn2K!`*Tkz}ei_}eUo_AuC`jj(PJB1oW3)R)g-V@BTBXhpiM2e1c z7*9TmwSpPy8st_MR21kK;H0vro|h7!(TIyxT*nozZs8&pD#yRZ+<(tk!k%IbW;Rlj zB!P*P%jBhHL)Jk%80KL>_cqazU^5ym1$49yz@FgBcjxB6!-vRF@ ze`@`R`LDo3?aGsw1^1&u3W|+~fBM*ixTjI<>3vQ1l1hsw?&a4u`xzCpD{o#_2-J-E zi~q4eY8MBrwSSJ}`u_W@fq>1j)z^5Yk&&zfo|~;G#}nD{2>F;6vrPRQ7H;MJ^ov;&swY0y#C<15R{$rH&Qcc}yDz|^OBqQ% z#}ze+2rS!3_stqdNX?%tv8VgwP=S-6-e3ah<`<*43nX9&8HkSiwjI=+JdTJ6^H0R+E+8l8^+!~tTbKdo0k{YfT50Gkrn=vBPvHUASW`3r+O zR|GtNP{0xtPS&AJWrrnWJFLoQNEoV8!~LPM01^kB8BO01Ke&KyAp7I=2r0bLb From 35b5aa11216229910435e91e76e22304ebbfcdf0 Mon Sep 17 00:00:00 2001 From: Helin Wang Date: Thu, 13 Apr 2017 14:35:21 -0700 Subject: [PATCH 7/8] fix grammar, update illustration --- doc/design/dist/README.md | 43 +++++++++++++------------- doc/design/dist/src/paddle-ps-0.png | Bin 19309 -> 21368 bytes doc/design/dist/src/paddle-ps-1.png | Bin 25265 -> 28337 bytes doc/design/dist/src/paddle-ps.graffle | Bin 2870 -> 2890 bytes 4 files changed, 21 insertions(+), 22 deletions(-) diff --git a/doc/design/dist/README.md b/doc/design/dist/README.md index 8f5bc98125..73cd744968 100644 --- a/doc/design/dist/README.md +++ b/doc/design/dist/README.md @@ -27,18 +27,17 @@ Their relation is illustrated in the following graph: The master process will: -- Shard dataset into [tasks](#task) and dispatch tasks to trainers. +- Partition a dataset into [tasks](#task) and dispatch tasks to trainers. - Keep track of training progress on the dataset with [task queue](#task-queue). A training job will iterate on the dataset for a full pass until it goes into next pass. -Now we will explain the concepts mentioned above: #### Task -A task is a piece of sharded data to be trained. The total number of tasks will be much bigger than the total number of trainers. The number of data instances inside a task will be much bigger than the mini-batch size. +A task is a data shard to be trained. The total number of tasks will be much bigger than the total number of trainers. The number of data instances inside a task will be much bigger than the mini-batch size. #### Task Queue -Master process has three task queues to track training progress. As illustrated in the graph below, Job A and Job B both have one master process. Each master process has three task queues. +The master process has three task queues to track training progress. As illustrated in the graph below, Job A and Job B both have one master process. Each master process has three task queues. @@ -52,20 +51,20 @@ The life cycle of a single task is illustrated below: 1. When a new pass of training starts, all tasks will be placed in the todo queue. 1. The master process will dispatch few tasks to each trainer at a time, puts them in the pending queue and waits for completion. -1. The trainer will work on it's tasks and tell the master process once a task is completed. The master process will dispatch a new task to that trainer. -1. If a task timeout. the master process will move it back to the todo queue. The timeout count will increase by one. If the timeout count is above an threashold, the task is likely to cause a trainer to crash, so it will be discarded. -1. The master process will move completed task to the done queue. When the todo queue is empty, the master process will start a new pass by moving all tasks in the done queue to todo queue and resetting the timeout counter of all tasks to zero. +1. The trainer will work on its tasks and tell the master process once a task is completed. The master process will dispatch a new task to that trainer. +1. If a task timeout. the master process will move it back to the todo queue. The timeout count will increase by one. If the timeout count is above a threshold, the task is likely to cause a trainer to crash, so it will be discarded. +1. The master process will move completed task to the done queue. When the todo queue is empty, the master process will start a new pass by moving all tasks in the done queue to todo queue and reset the timeout counter of all tasks to zero. ### Trainer Process The trainer process will: -- Receive the tasks from the master. -- Work on the tasks: alculate and upload gradient to the parameter servers, and update local model by downloading new parameters from the parameter servers. +- Receive tasks from the master. +- Work on the tasks: calculate and upload gradient to parameter servers, and update local model by downloading new parameters from parameter servers. ### Parameter Server Process -Parameter server processes hold the parameters collabratively. The parameters are sharded on different parameter servers. +Parameter server processes hold the parameters collaboratively. The parameters are partitioned on different parameter servers. The parameter server will: @@ -76,21 +75,21 @@ The parameter server will: The communication pattern between the trainers and the parameter servers depends on the category of optimization algorithm: -- Synchronous Stochastic Gradient Decent (sync-SGD) +- Synchronous Stochastic Gradient Descent (sync-SGD) Parameter server will wait for all trainer finish n-th mini-batch calculation and send their gradients before broadcasting new parameters to every trainer. Every trainer will wait for the new parameters before starting n+1-th mini-batch. -- Asynchronous Stochastic Gradient Decent (async-SGD) +- Asynchronous Stochastic Gradient Descent (async-SGD) There will no synchronization between different trainers, and parameter server updates its parameter as soon as it receives new gradient: - - Each trainer uploads its accumulated gradient every **n** mini-batches. - - Every **m** mini-batches, the trainer downloads new parameters from parameter server. - - **n** and **m** do not have to be equal. + - Each trainer uploads its accumulated gradient every n mini-batches. + - Every m mini-batches, the trainer downloads new parameters from parameter server. + - n and m do not have to be equal. ## Fault Tolerant -The training job will pause if the master process is dead, or any of the parameter server process is dead. They will be started by [Kubernetes](https://kubernetes.io/) and recover in few minutes. Please refer to [fault recovery](#fault-recovery). +The training job will pause if the master processes is dead, or any of the parameter server process is dead. They will be started by [Kubernetes](https://kubernetes.io/) and recover in few minutes. Please refer to [fault recovery](#fault-recovery). The training job will continue to make progress if there is at least one training process running. The strategy depends on the type of optimization algorithm: @@ -104,9 +103,9 @@ The training job will continue to make progress if there is at least one trainin ## Fault Recovery -PaddlePaddle uses [etcd](https://github.com/coreos/etcd) to keep track of the states of processes. Because etcd is a distributed reliable key-value store, the restarted process can recover its states from etcd. The model parameter are periodically saved into distributed file system, so a restarted parameter server can recover its parameters from the saved file. +PaddlePaddle uses [etcd](https://github.com/coreos/etcd) to keep track of the states of processes. Because etcd is a distributed reliable key-value store, the restarted process can recover its states from etcd. The model parameters are periodically saved into distributed file system, so a restarted parameter server can recover its parameters from the saved file. -Now we will introduce how each process recovers from failure, the graph below provides an illustration: +Now we will introduce how each process recovers from a failure, the graph below shows how etcd is used: @@ -115,7 +114,7 @@ Now we will introduce how each process recovers from failure, the graph below pr When the master is started by the Kubernetes, it executes the following steps at startup: 1. Grabs a unique *master* lock in etcd, which prevents concurrent master instantiations. -1. Recovers the task queues from etcd if they already exists, otherwise the master will create them. +1. Recovers the task queues from etcd if they already exist, otherwise, the master will create them. 1. Watches the trainer prefix keys `/trainer/` on etcd to find the live trainers. 1. Starts dispatching the tasks to the trainers. @@ -127,8 +126,8 @@ When the master process is dead for any reason, Kubernetes will restart it. It w When the trainer is started by the Kubernetes, it executes the following steps at startup: -1. Watches the available parameter server prefix keys `/ps/` on etcd and waits until count of parameter servers reaches the desired count. -1. Generates an unique ID, and sets key `/trainer/` with its contact address as value. The key will be deleted when the lease expires, so the master will be aware of the trainer being online and offline. +1. Watches the available parameter server prefix keys `/ps/` on etcd and waits until the count of parameter servers reaches the desired count. +1. Generates a unique ID, and sets key `/trainer/` with its contact address as value. The key will be deleted when the lease expires, so the master will be aware of the trainer being online and offline. 1. Waits for tasks from the master to start training. If trainer's etcd lease expires, it will try set key `/trainer/` again so that the master process can discover the trainer again. @@ -138,7 +137,7 @@ If trainer's etcd lease expires, it will try set key `/trainer/` agai When the parameter server is started by Kubernetes, it executes the following steps at startup: 1. Read desired total number of parameter servers from etcd `/ps_desired` -1. Search though etcd keys `/ps/` (`/ps/0`, `/ps/1`, ...) to find the first non-existant key whose index is smaller than the total number of parameter servers. Set the key using a transaction to avoid concurrent writes. The parameter server's index is inferred from the key name. +1. Search through etcd keys `/ps/` (`/ps/0`, `/ps/1`, ...) to find the first non-existant key whose index is smaller than the total number of parameter servers. Set the key using a transaction to avoid concurrent writes. The parameter server's index is inferred from the key name. 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zWW%sPq0WNzmPe+i3y0klwU&Cu=Mug%JxlTFpCM!UVwwCAFSq@M=L`~u^Ofxc%2vw> zEdQh9?I+Hyo8W|z0g8yW$piq>)Q-`l904-)ZY1V`*GulxPh_!uo)bnoF<m3f$9dKY^r5ilW}hXJv)B}; zcKXq`o$mOc(Rs%(LaYF=h1D%YijQH8J7O!G!}!s^j@;HE^=y|d{ZJ=9XUk8)Y2b(< zQj0PN2IG@7m+oAm>#kVWt8fWgX}INvcGBGSIrj%2X^=R}Gnq(Fy6(C@zBY=bPND6>>XXMp5$vS-#Ee!hv=h{F{CF!To#*0sG&s`{n4+Z;(HC|2%3Q z^c(%tPe6s8%MY&A+Y{gI(@*eAzjJuuHbnd0f!b=J4`07ro`A;D9}U@DSlU6&-5lH`Jl6g@0Ngo0{wfsOo9(0kEONj%D7 U$Lty%`@XaGe|eByl8s&f07` Date: Thu, 13 Apr 2017 16:07:17 -0700 Subject: [PATCH 8/8] add: the master need to use a transaction to update its states to ensure lock is held --- doc/design/dist/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/design/dist/README.md b/doc/design/dist/README.md index 73cd744968..1788208bca 100644 --- a/doc/design/dist/README.md +++ b/doc/design/dist/README.md @@ -116,7 +116,7 @@ When the master is started by the Kubernetes, it executes the following steps at 1. Grabs a unique *master* lock in etcd, which prevents concurrent master instantiations. 1. Recovers the task queues from etcd if they already exist, otherwise, the master will create them. 1. Watches the trainer prefix keys `/trainer/` on etcd to find the live trainers. -1. Starts dispatching the tasks to the trainers. +1. Starts dispatching the tasks to the trainers, and updates task queue using an etcd transaction to ensure lock is held during the update. The master process will kill itself if its etcd lease expires.

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doc/design/dist/src/paddle-etcd.graffle | Bin 4911 -> 5069 bytes doc/design/dist/src/paddle-etcd.png | Bin 70537 -> 56296 bytes doc/design/dist/src/paddle-ps-0-can.png | Bin 29593 -> 0 bytes doc/design/dist/src/paddle-ps-0-sel.png | Bin 31812 -> 0 bytes doc/design/dist/src/paddle-ps-0.png | Bin 0 -> 19309 bytes doc/design/dist/src/paddle-ps-1.png | Bin 0 -> 25265 bytes doc/design/dist/src/paddle-ps-etcd.graffle | Bin 3978 -> 0 bytes doc/design/dist/src/paddle-ps-new-can.png | Bin 41266 -> 0 bytes doc/design/dist/src/paddle-ps-new-sel.png | Bin 42809 -> 0 bytes doc/design/dist/src/paddle-ps.graffle | Bin 0 -> 2870 bytes .../dist/src/paddle-task-queues.graffle | Bin 3415 -> 2740 bytes doc/design/dist/src/paddle-task-queues.png | Bin 37163 -> 34753 bytes 14 files changed, 24 insertions(+), 40 deletions(-) delete mode 100644 doc/design/dist/src/paddle-ps-0-can.png delete mode 100644 doc/design/dist/src/paddle-ps-0-sel.png create mode 100644 doc/design/dist/src/paddle-ps-0.png create mode 100644 doc/design/dist/src/paddle-ps-1.png delete mode 100644 doc/design/dist/src/paddle-ps-etcd.graffle delete mode 100644 doc/design/dist/src/paddle-ps-new-can.png delete mode 100644 doc/design/dist/src/paddle-ps-new-sel.png create mode 100644 doc/design/dist/src/paddle-ps.graffle diff --git a/doc/design/dist/README.md b/doc/design/dist/README.md index 8bb1ac8504..321398ce16 100644 --- a/doc/design/dist/README.md +++ b/doc/design/dist/README.md @@ -1,4 +1,4 @@ -# Distributed Training Design Doc +# Design Doc: Distributed Training ## Objective @@ -22,43 +22,17 @@ A training job will be created once user asks Paddle cloud to train a model. The One training job will only have one master process, typically multiple trainer processes and parameter server processes. Their relation is illustrated in the following graph: - + ### Master Process The master process will: -- Do [parameter server selection](#parameter-server-selection). - Shard dataset into [tasks](#task) and dispatch tasks to trainers. - Keep track of training progress on the dataset with [task queue](#task-queue). A training job will iterate on the dataset for a full pass until it goes into next pass. Now we will explain the concepts mentioned above: -#### Selection Request - -The selection request is a request that the master sends to a parameter server candidate, making it a parameter server available to the trainers. It contains information such as the parameter server index, the optimizaiton algorithm, the parameter save period, and the path for saving parameters. - -#### Parameter Server Selection - -The parameter server selection process selects parameter servers from parameter server candidates. It ensures the parameter servers that the trainers see are in consistent order, since the trainer needs to decide the parameter placement according to the consistent order. - -The selection process is as follows: - -- The master watches `/ps_candidate/` prefix in etcd. When a parameter server candidate joins and there is not enough parameter servers, the master will remove the candidate's entry in `/ps_candidate/` and send a [selection reqeust](#selection-request) to the candidate. Upon receiving the request, the candidate will set key `/ps/` in etcd with a lease to make itself available for the trainers. The `` is from the selection request. - - The graph below shows a parameter server candidate come online and then being selected, available for the trainers: - - - - -- The master watches `/ps/` prefix in etcd. When a selected parameter server went offline, the master will select a not yet selected parameter server candidate by sending the selection request to fill the missing parameter server spot. - - The graph below shows one parameter server is missing, the cluster management system created a new parameter server. The new parameter server announced itself as a candidate. Then the master filled the missing parameter server spot with the new candidate. - - - - - #### Task A task is a piece of sharded data to be trained. The total number of tasks will be much bigger than the total number of trainers. The number of data instances inside a task will be much bigger than the mini-batch size. @@ -67,7 +41,7 @@ A task is a piece of sharded data to be trained. The total number of tasks will Master process has three task queues to track training progress. As illustrated in the graph below, Job A and Job B both have one master process. Each master process has three task queues. - + - The todo queue holds tasks to be dispatched. When a job starts, the master process fills in the todo queue with all tasks. - The pending queue holds tasks that are currently training by trainers. @@ -75,7 +49,7 @@ Master process has three task queues to track training progress. As illustrated The life cycle of a single task is illustrated below: - + 1. When a new pass of training starts, all tasks will be placed in the todo queue. 1. The master process will dispatch few tasks to each trainer at a time, puts them in the pending queue and waits for completion. @@ -117,7 +91,7 @@ The communication pattern between the trainers and the parameter servers depends ## Fault Tolerant -The training job will pause if the master process is dead, or any of the parameter server process is dead. They will be started by the cluster management system and recover in few minutes. Please refer to [fault recovery](#fault-recovery). +The training job will pause if the master process is dead, or any of the parameter server process is dead. They will be started by [Kubernetes](https://kubernetes.io/) and recover in few minutes. Please refer to [fault recovery](#fault-recovery). The training job will continue to make progress if there is at least one training process running. The strategy depends on the type of optimization algorithm: @@ -133,13 +107,13 @@ The training job will continue to make progress if there is at least one trainin PaddlePaddle uses [etcd](https://github.com/coreos/etcd) to keep track of the states of processes. Because etcd is a distributed reliable key-value store, the restarted process can recover its states from etcd. The model parameter are periodically saved into distributed file system, so a restarted parameter server can recover its parameters from the saved file. -Now we will introduce how each process recovers from failure: +Now we will introduce how each process recovers from failure, the graph below provides an illustration: - + ### Master Process -When the master is started by the cluster management system, it executes the following steps at startup: +When the master is started by the Kubernetes, it executes the following steps at startup: 1. Grabs a unique *master* lock in etcd, which prevents concurrent master instantiations. 1. Recovers the task queues from etcd if they already exists, otherwise the master will create them. @@ -148,11 +122,11 @@ When the master is started by the cluster management system, it executes the fol The master process will kill itself if its etcd lease expires. -When the master process is dead for any reason, the cluster management system will restart it. It will be online again with all states recovered from etcd in few minutes. +When the master process is dead for any reason, Kubernetes will restart it. It will be online again with all states recovered from etcd in few minutes. ### Trainer Process -When the trainer is started by the cluster management system, it executes the following steps at startup: +When the trainer is started by the Kubernetes, it executes the following steps at startup: 1. Watches the available parameter server prefix keys `/ps/` on etcd and waits until count of parameter servers reaches the desired count. 1. Generates an unique ID, and sets key `/trainer/` with its contact address as value. The key will be deleted when the lease expires, so the master will be aware of the trainer being online and offline. @@ -162,13 +136,23 @@ If trainer's etcd lease expires, it will try set key `/trainer/` agai ### Parameter Server Process -When the parameter server is started by the cluster management system, it executes the following steps at startup: +When the parameter server is started by Kubernetes, it executes the following steps at startup: + +1. Read desired total number of parameter servers from etcd `/ps_desired` +1. Search though etcd keys `/ps/` (`/ps/0`, `/ps/1`, ...) to find the first non-existant key whose index is smaller than the total number of parameter servers. Set the key using a transaction to avoid concurrent writes. The parameter server's index is inferred from the key name. + + The desired number of parameter servers is 3: + + + + The third parameter server joined: + + -1. Generates an unique ID, and sets key `/ps_candidate/` with its contact address as value and waits for the master's [selection request](#selection-request) -1. Upon receiving master server's [selection request](#selection-request). The parameter server can load parameters if there are already saved parameters in the save path from selection request. Then Creates key `/ps/` with its contact address as value. +1. The parameter server can load parameters if there are already saved parameters in the save path (inferred from its index). 1. Now the parameter server is ready for the trainers' requests. -If the parameter server's etcd lease expires, the parameter server will save its parameters to the given save path and kill itself. +If the parameter server's etcd lease expires, the parameter server will kill itself. ## Dynamic Scaling diff --git a/doc/design/dist/src/arch.png b/doc/design/dist/src/arch.png index f75718a194090944707618c5c21e1a3967c6ba9b..30b5c34df2abd052ee9be7d8edd4a4dd111e501c 100644 GIT binary patch literal 52097 zcmeEuby$>J_ck%W&@q5R$I#Lx-7Q@r-60(kigZesw4~AMH!@eA?^3i5zEczlCA{A>bwJbV#f86{(Ia#BP9`Zr<*G;)S4|FsEHwDpQ{g++X_d2ZFYs4dMT``QJJCe`^OT+LV`DDY7b54w*lHeBaBUzkk@oX?$`c z@M!(YeQrfynD%rtfloVOdBD&>>+aR@u#>Om&EFV&4n$&M#pd0;4|Soxe%z@0wqKUg z{>G#8!TGY&vO{)~ivQ=gT|0Fj*E$2HA4{8ArilE;lyyHt?r2lq4!PWkJjnO#R=1rJ z-!u0fq^ME5ygHq3uyr?P{m&Nr_imE=LFU{kFN~EKL(I_q+VcLS;5au-Ta4)^BeC?E zu6(!#W$5KjHeJA~cMO#y-1FrzrB(28EJKKx`(QPl|B_8`=9l 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