pvnet_v2_summation / config.json
james-ocf's picture
update accompanying PVNet model
e14bc98
raw
history blame
855 Bytes
{
"_target_": "pvnet_summation.models.model.Model",
"output_quantiles": [
0.1,
0.5,
0.9
],
"model_name": "openclimatefix/pvnet_v2",
"model_version": "22e577100d55787eb2547d701275b9bb48f7bfa0",
"output_network": {
"_target_": "pvnet.models.multimodal.linear_networks.networks.ResFCNet2",
"_partial_": true
},
"output_network_kwargs": {
"fc_hidden_features": 128,
"n_res_blocks": 2,
"res_block_layers": 4,
"dropout_frac": 0.0
},
"predict_difference_from_sum": true,
"optimizer": {
"_target_": "pvnet.optimizers.AdamWReduceLROnPlateau",
"lr": 0.0001,
"weight_decay": 0.5,
"amsgrad": true,
"patience": 20,
"factor": 0.1,
"threshold": 0.0
},
"relative_scale_pvnet_outputs": true
}