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config_gwn.yml
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config_gwn.yml
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# Input files
obs_file: "../data_DRB/Obs_temp_flow_drb_Christiana_no3558"
sntemp_file: "../data_DRB/sntemp_inputs_outputs_drb_Christiana_no3558"
dist_matrix_file: "../data_DRB/distance_matrix_drb_Christiana_no3558.npz"
#### for flow modeling, seg_width should be removed from x_vars
x_vars: ['seg_slope','seg_elev','seg_width_mean','seg_tave_air','seginc_swrad','seg_rain','seginc_potet']
out_dir: "output_gwn_test"
dropout: 0.3
batch_size: 5
y_vars_pretrain: ['seg_tave_water']
y_vars_finetune: ['temp_c']
trn_offset: 15
tst_val_offset: 15
#Define early stopping criteria, setting this to False will turn off early stopping rounds
early_stopping: 20
train_start_date:
- '1985-10-01'
- '2015-10-01'
train_end_date:
- '2006-09-30'
- '2020-09-30'
test_start_date:
- '1979-10-01'
- '2010-10-01'
- '2020-10-01'
test_end_date:
- '1984-09-30'
- '2015-09-30'
- '2021-09-30'
val_start_date:
- '2006-10-01'
val_end_date:
- '2010-09-30'
pt_epochs: 5
ft_epochs: 5