File size: 850 Bytes
7fa88cd | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 | callbacks:
patience: 100
tol: 0
data:
baseMVA: 100
mask_value: 0.0
networks:
- sundon_33kv
normalization: HeteroDataMVANormalizer
scenarios:
- {N_SCENARIOS}
split_by_load_scenario_idx: false
test_ratio: 1.0
val_ratio: 0.0
workers: 4
split_from_existing_files: {SPLIT_DIR}
model:
attention_head: 8
edge_dim: 10
hidden_size: 48
input_bus_dim: 15
input_gen_dim: 6
num_layers: 12
output_bus_dim: 2
output_gen_dim: 1
type: GNS_heterogeneous
optimizer:
beta1: 0.9
beta2: 0.999
learning_rate: 0.0005
lr_decay: 0.7
lr_patience: 5
seed: 0
task:
task_name: PowerFlow
training:
accelerator: auto
batch_size: 64
devices: auto
epochs: 200
loss_args:
- base_weight: 0.5
- {}
loss_weights:
- 0.1
- 0.9
losses:
- LayeredWeightedPhysics
- MaskedBusMSE
strategy: auto
verbose: true
|