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[Enhancement] Benchmark data for generating embeddings #579

Description

@robmarkcole

Proposal is to augment the docs with benchmark info for embeddings generation, simultaneously documenting performance on systems such as apple Silicon (mps). Could be similar to https://omnicloudmask.readthedocs.io/en/latest/performance.html

Noting MPS use requires some additional config since rslearn passes trainer options directly to Lightning and sets a default DDP strategy, but Lightning DDP is not supported on MPS.

trainer:
  accelerator: mps
  devices: 1
  strategy: auto

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