Model parameter versioning
phil8192 opened this issue · 0 comments
phil8192 commented
- Currently learned model weights are stored in a HDF5 file.
- The network topology and weights should be stored in such as way that makes model comparison and later model aggregation easy.
- Store network topology as JSON on Github.
- Store network meta data + learning parameters as JSON on Github.
- Store learned model weights on Github using Git LFS. The weights should be in HDF5 format.