Core concept
Timeline view shows gaps in GPU utilization. Identify sync issues, CPU bottlenecks.
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How it works
Large trace files. Overhead if too much instrumentation.
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Trade-offs + gotchas
Diagnose slow training. Find why GPUs not fully utilized. Distributed timing.