{ | |
"_target_": "pvnet_summation.models.model.Model", | |
"output_quantiles": [ | |
0.1, | |
0.5, | |
0.9 | |
], | |
"model_name": "openclimatefix/pvnet_v2", | |
"model_version": "805ca9b2ee3120592b0b70b7c75a454e2b4e4bec", | |
"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 | |
} |