Track¶
A track evaluate a model's performance.
The following metrics are recorded:
- FLOPS: floating point operations per second. - Time, which should be interpreted with wisdom. Indeed time can depend on the architecture and local resource situations. Comparison via FLOPS should be preferred. - The model's memory footprint. - The model's predictive performance on the track's dataset.¶
Parameters¶
-
name (str)
The name of the track.
-
datasets
The datasets that compose the track.
-
metric
The metric(s) used to track performance.