Screencast: Basic Architecture and Tuning

Transcription

1 Screencast: Basic Architecture and Tuning Jeff Squyres May 2008 May 2008 Screencast: Basic Architecture and Tuning 1

2 Open MPI Architecture Modular component architecture (MCA) Backbone plugin / component system Finds, loads, parameterizes components Hierarchy MCA: foundation Framework: functionality specification Component: code for specific functionality Module: instance of a component May 2008 Screencast: Basic Architecture and Tuning 2

3 Open MPI Architecture User application MPI API Modular Component Architecture (MCA) Framework Framework Framework Framework Framework Framework Framework May 2008 Screencast: Basic Architecture and Tuning 3

4 Three Main Code Sections Open MPI layer (OMPI) Top-level MPI API and supporting logic Open Run-Time Environment (ORTE) Interface to back-end run-time system Open Portability Access Layer (OPAL) OS / utility code (lists, reference counting, etc.) Dependencies - not layers OMPI ORTE OPAL May 2008 Screencast: Basic Architecture and Tuning 4

5 Three Main Code Sections OMPI ORTE OPAL Operating system May 2008 Screencast: Basic Architecture and Tuning 5

6 Three Main Code Sections User application ORTE MPI API OMPI OPAL Operating system May 2008 Screencast: Basic Architecture and Tuning 6

7 Tuning May 2008 Screencast: Basic Architecture and Tuning 7

8 MCA Parameters Run-time tunable values Per layer Per framework Per component Change behaviors of code at run-time Does not require recompiling / re-linking Simple example Choose which network to use for MPI communications May 2008 Screencast: Basic Architecture and Tuning 8

9 MCA Parameter Lookup Order 1. mpirun command line mpirun --mca <name> <value> 2. Environment variable export OMPI_MCA_<name>=<value> 3. File $HOME/.openmpi/mca-params.conf $prefix/etc/openmpi-mca-params.conf (these locations are themselves tunable) 4. Default value May 2008 Screencast: Basic Architecture and Tuning 9

10 So Much Information Open MPI has: ~30 frameworks 100+ components Each component has run-time tunable parameters How to know what to use / how to use it? May 2008 Screencast: Basic Architecture and Tuning 10

11 ompi_info Command Tells everything about OMPI installation Finds all components and all params Great for debugging Can look up specific component ompi_info --param <type> <plugin> Shows parameters and current values Can also use keyword all --parsable option May 2008 Screencast: Basic Architecture and Tuning 11

12 Example: Specify BTL BTL: Byte Transfer Layer Framework for MPI point-to-point communications Select which network to use for MPI communications mpirun --mca btl tcp,self \ -np 4 ring_c Framework-level MCA parameter Specifies which components to load May 2008 Screencast: Basic Architecture and Tuning 12

13 Example: Specify TCP BTL mpirun --mca btl tcp,self -np 4 ring_c Components tcp: TCP sockets self: Process loopback (send-to-self) May 2008 Screencast: Basic Architecture and Tuning 13

14 Example: Specify openib BTL mpirun --mca btl openib,self -np 4 ring_c Components openib: OpenFabrics verbs self: Process loopback (send-to-self) May 2008 Screencast: Basic Architecture and Tuning 14

15 Example: Specify sm+openib BTLs mpirun --mca btl sm,openib,self -np 4 ring_c Components openib: OpenFabrics verbs self: Process loopback (send-to-self) sm: Shared memory (on-host communication) May 2008 Screencast: Basic Architecture and Tuning 15

16 What Does This Do? mpirun -np 4 ring_c May 2008 Screencast: Basic Architecture and Tuning 16

17 What Does This Do? mpirun -np 4 ring_c Use all available components tcp, sm, openib, TCP too? Yes -- and no TCP will automatically disable itself in the presence of low latency components (e.g., openib) May 2008 Screencast: Basic Architecture and Tuning 17

18 What Does This Do? mpirun -np 4 ring_c More specifically: Open each BTL component Query if it wants to be used Keep all that say yes Rank by bandwidth and latency rating May 2008 Screencast: Basic Architecture and Tuning 18

19 What Does This Do? mpirun -np 4 --mca btl ^tcp ring_c May 2008 Screencast: Basic Architecture and Tuning 19

20 What Does This Do? mpirun -np 4 --mca btl ^tcp ring_c Use all available components except tcp More specifically: Open each BTL component except tcp Query if it wants to be used Keep all that say yes Rank by bandwidth and latency rating May 2008 Screencast: Basic Architecture and Tuning 20

21 openib BTL Parameters ompi_info --param btl openib Shows all openib BTL MCA parameters there are a lot! Also try: ompi_info --param btl openib \ --parsable What do they all mean? May 2008 Screencast: Basic Architecture and Tuning 21

22 May 2008 Screencast: Basic Architecture and Tuning 22