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Implement performance phase validation #140

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@mchmarny

The validator currently has placeholders for performance phase validation. Implement comprehensive performance checks including:

  • GPU utilization metrics
  • Memory bandwidth tests
  • Network throughput
  • Storage I/O performance

See pkg/validator/phases.go:899

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