NeuroBench / neurobench

Benchmark harness and baseline results for the NeuroBench algorithm track.
https://neurobench.readthedocs.io
Apache License 2.0
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Integrate with Tonic #192

Closed jasonlyik closed 4 months ago

jasonlyik commented 7 months ago

Tonic can have better support for quick / simple access to event-based/audio datasets, expand number of datasets, include preprocessors, process long recordings into frames

Should build some tonic integration with our datasets

jasonlyik commented 4 months ago

Closing this because Tonic integration is super straightforward.

The neurobench.Benchmark expects any generic torch DataLoader, so we don't have to use a NeuroBenchDataloader, we can just supply any one from Tonic.

The DVS Gesture example (#211) demonstrates training and benchmarking using Tonic functionalities.