Capability
Training Profiling And Performance Analysis
19 artifacts provide this capability.
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1
DeepSpeedFramework44/100
Microsoft's distributed training library — ZeRO optimizer, trillion-parameter scale, RLHF.
Unique: Integrated profiling with distributed training awareness; breaks down overhead into compute, communication, and I/O components with actionable optimization recommendations
vs others: More detailed than standard PyTorch profiling for distributed training; provides communication-specific metrics
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