I/O Bottleneck

Advanced

Optimize data loading pipeline. Optimize code for speed, memory, and energy efficiency.

Metrics

Latency (wall-clock time)
Throughput (operations per second)
Memory usage (peak and residual)
Power consumption (watts)

Hints

Hint 1

Always measure before optimizing. Pick the right metric: latency vs. throughput.

Hint 2

Profile to find the bottleneck. Don't optimize where the time isn't spent.

Keywords

performance

Python

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