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OpenDAS
deepspeed
Commits
b466e84e
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Commit
b466e84e
authored
May 25, 2020
by
Chunyang Wen
Committed by
GitHub
May 25, 2020
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fix redundant (#228)
parent
e62afbc8
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docs/_pages/features.md
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b466e84e
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@@ -95,7 +95,7 @@ pre-defined sized buffer large enough to achieve great performance without the
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@@ -95,7 +95,7 @@ pre-defined sized buffer large enough to achieve great performance without the
unnecessary memory overhead.
unnecessary memory overhead.
### Contiguous Memory Optimization (CMO)
### Contiguous Memory Optimization (CMO)
CMO reduces
reduces
memory fragmentation during training, preventing out of memory errors
CMO reduces memory fragmentation during training, preventing out of memory errors
due to lack of contiguous memory. Memory fragmentation is a result of interleaving between
due to lack of contiguous memory. Memory fragmentation is a result of interleaving between
short lived and long lived memory objects. During the forward propagation activation
short lived and long lived memory objects. During the forward propagation activation
checkpoints are long lived but the activations that recomputed are short lived. Similarly,
checkpoints are long lived but the activations that recomputed are short lived. Similarly,
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