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earthnet-models-pytorch
EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.
https://www.earthnet.tech/
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Create tune.py
#4
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vitusbenson
closed
3 years ago
vitusbenson
commented
3 years ago
[x] parses base cfg + tune params
[x] creates new cfg for each param combi
[x] manual selection slurm or normal mode
[x] runs slurmrun.sh or train.py
[x] wait till runs completed (while not exists results.json... sleep(500)..) either parallel (slurm) or consecutive...
[x] catching + logging failures
[x] two modes: tune only non-existing or overwrite existing...
[x] load results from runs
[x] aggregate results from runs, choose best run
[x] safe aggregation
[x] safe best run cfg to tuned.yaml