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  • tchatela
  • llm.c - GPT2
  • Wiki
  • Distributed Model

Distributed Model · Changes

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Update Distributed Model authored Sep 20, 2024 by tchatela's avatar tchatela
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Distributed-Model.md
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...@@ -148,3 +148,10 @@ With B=16, T=1024, 1 rank/socket ...@@ -148,3 +148,10 @@ With B=16, T=1024, 1 rank/socket
| 16 | 4 | 15084 ms | 1086 | 4.9 | | 16 | 4 | 15084 ms | 1086 | 4.9 |
| 32 | 8 | 31649 ms | 1035 | 4.6 | | 32 | 8 | 31649 ms | 1035 | 4.6 |
| 64 | 16 | 68551 | 956 | 4.3 | | 64 | 16 | 68551 | 956 | 4.3 |
## Trace
Here we are using B08, T=1024, 4 ranks, 1 rank/socket
![oss-mpi](uploads/e5dfb6f721eddbd936c04349d50017bb/oss-mpi.png)![oss-mpi.code_legend](uploads/5255e10205e11138e63a9d6ee1ca0908/oss-mpi.code_legend.png)
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GPT2 Parallelization and Porting

  • Model Description
  • Runtime and Performances
  • Fork Join Model
  • Task Based Model
  • Distributed Model
  • Various Informations