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Federated Sampling

Sample module supports random sampling and stratified sampling.

  • hetero_sync should be set to True for heterogeneous scenario;
  • replace must be set to True if upsample is needed.
Sample Type Federated Heterogeneous Federated Homogeneous(Local)
By Fraction ✓ ✓
By Exact Number ✓ ✓