v0.3.0

This release contains the Memo class for better memory efficiency when benchmarking multiple models or datasets with large memory footprint in succession.

It also introduces Transforms as a way to encapsulate processing of records for multiple purposes, like generating statistics or serialization/deserialization.

What's Changed

• Example Guide: Benchmark on Saved Models by @maxmynter in #92
• Add a lightning demo to the README.md by @nicholasjng in #98
• Hotfix: Adjust snippet paths by @nicholasjng in #102
• Add Parameters to Benchmarks by @maxmynter in #103
• Run pre-commit autoupdate, bump dependencies by @nicholasjng in #104
• Implement a FSspec based ArtifactLoader by @maxmynter in #100
• Add Artifacts guide by @maxmynter in #107
• Remove the ArtifactCollection class by @maxmynter in #109
• Inline the _cleanup function for the FilePathArtifactLoader. by @maxmynter in #111
• Unique keys by @maxmynter in #112
• functools.partialize the nnbench.parametrize decorators. by @maxmynter in #116
• Add transform proposal by @nicholasjng in #113
• Make Transform an abstract base class, delete iapply method ... by @nicholasjng in #118
• Check loaded module names before importing a new one from a file by @nicholasjng in #119
• Rollforward of lakefs-spec doc changes by @nicholasjng in #123
• Add transform submodule, parameter compression transform by @nicholasjng in #124
• Feature: Thunks as an alternative to artifacts by @nicholasjng in #120
• Add new memoization guide by @nicholasjng in #129
• State injection into setup and teardown by @maxmynter in #127
• Add global memo cache and integrate with the setUp and teardown injection by @maxmynter in #130
• Update dev requirements, add Memray artifacts to gitignore by @nicholasjng in #136
• Organize nnbench.types.types into different files by @maxmynter in #135
• Implement memo garbage collection by @nicholasjng in #137
• Update HuggingFace example to use memoization by @nicholasjng in #133

Full Changelog: v0.2.0...v0.3.0