LeanProfiler

6.7. Compare like with like🔗

Before attributing a change to TorchLean:

  • retain the resolved TorchLean revision;

  • use the same toolchain, build options, model arguments, seed, backend, dtype, and device;

  • warm up compiled graphs and device libraries before active samples;

  • collect several process runs;

  • keep device completion policy identical.

The trace is the place to diagnose order and nesting. The summary is the input to an automated comparison.