platform-demo-scripts/experiments/sweep.yaml

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2023-07-05 09:58:06 +02:00
method: bayes
metric:
goal: minimize
name: test_loss
parameters:
batch_size:
distribution: int_uniform
max: 512
min: 128
dataset:
distribution: categorical
values:
- igf_1
epochs:
distribution: int_uniform
max: 60
min: 15
learning_rate:
distribution: uniform
max: 0.02
min: 0.005
model_name:
distribution: categorical
values:
- PhaseNet
pretrained:
distribution: categorical
values:
- diting
- ethz
- geofon
- instance
- iquique
- lendb
- neic
- original
- scedc
program: training_wandb_sweep.py