dotnet / dotnet/machinelearning
AutoML: consider adding precision in checkpoint file
- Dominant language
- C#
- Stars
- 9.4k
- Forks
- 2k
- Avg merge
- 2d 20h
- Merged PRs (30d)
- 11
Description
Nightly, VS 2022, .NET 7.0
The checkpoint file has columns with 3-digit precision. In some cases I see loss being exactly the same on every run in the checkpoint file. I would like to confirm it it is exactly (or almost) same prediction. Therefore I would like to see 5-digit values in this file.
I think, in difficult problems it may also help the tuner to go to correct direction.
I know it is a minor issue to go 0.01% level but I also think there is no downside to adding precision to this file.
**Example**
Cost-frugal tuner. Are these results not improving because of the type of the data, or because the changes to params are too small?
Contributor guide
Assessment
This issue has not been assessed yet.