Expand description
Gradient accumulator for federated learning rounds.
Accumulates gradients from multiple federated peers across rounds, applying weighted averaging and optional clipping before committing.
Structs§
- Accumulator
Stats - Running statistics for a
GradientAccumulator. - Gradient
Accumulator - Accumulates gradients from multiple federated peers and produces a weighted-averaged, optionally-clipped aggregate on each commit.
- Peer
Gradient - A gradient vector contributed by a single federated peer.
Enums§
- Accumulation
Error - Errors that can occur during gradient accumulation.
- Clip
Strategy - Strategy used to clip / clamp gradients before committing.