opake-optimizers
Functional torchopt-based optimizers with a DP-aware update surface.
The implementation lives at opake.api.optimizers.*; the user-facing façade
lives at opake.optimizers. The wheel ships:
opake.api.optimizers.{adamw,adam,sgd,radam,adafactor,adagrad, adadelta,rmsprop,lion,ademamix,schedule_free}— optimizer factories.opake.api.optimizers.types— state dataclasses for non-trivial optimizers.opake.api.optimizers._chain—make_optimizer_chain(DP-aware chain wrapper).opake.api.optimizers._bias_correction—is_per_group,resolve_noise_variancehelpers.
Depends on opake-engine (for ClippedPytree / NoisedPytree /
PerGroup). It is installed by the optimizers extras of
opake-dpsgd and opake-dpftrl.
1 maintainer
Metadata
1 maintainer
Release files for opake-optimizers 0.16.0
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| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| opake_optimizers-0.16.0-py3-none-any.whl | Python 3 | none | any | Details |
Release files / opake_optimizers-0.16.0-py3-none-any.whl
| Download URL | opake_optimizers-0.16.0-py3-none-any.whl |
|---|---|
| Size | 55.7 kB |
| Tags | Python 3 |
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