Random spatial sampling
grantbuster opened this issue · 1 comments
grantbuster commented
Need the ability to take each batch from a different spatial location. One option is to use the current framework with a much larger spatial raster like 1e4x1e4, load all of that data into memory, and then sample batches from a random starting target.
Questions:
- How large of a spatial "source" raster can we fit into memory with ~6 years? We should probably enable interval sampling on the timeseries data to allow for a larger dataset in mem.
- How do we decide how many observations are in an epoch then? Kind of arbitrary since there will be a bajillion possible starting targets.
grantbuster commented
closed in #14