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pvnet_v2

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pvnet_v2
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{
    "_target_": "pvnet.models.multimodal.multimodal.Model",
    "output_quantiles": null,
    "image_encoder": {
        "_target_": "pvnet.models.multimodal.encoders.encoders3d.DefaultPVNet",
        "_partial_": true
    },
    "encoder_out_features": 256,
    "encoder_kwargs": {
        "number_of_conv3d_layers": 6,
        "conv3d_channels": 32
    },
    "include_sat": true,
    "include_nwp": true,
    "add_image_embedding_channel": true,
    "sat_image_size_pixels": 24,
    "nwp_image_size_pixels": 24,
    "number_sat_channels": 11,
    "number_nwp_channels": 2,
    "output_network": {
        "_target_": "pvnet.models.multimodal.linear_networks.networks.ResFCNet2",
        "_partial_": true
    },
    "output_network_kwargs": {
        "fc_hidden_features": 128,
        "n_res_blocks": 6,
        "res_block_layers": 2,
        "dropout_frac": 0.0
    },
    "embedding_dim": 16,
    "include_sun": true,
    "include_gsp_yield_history": true,
    "forecast_minutes": 480,
    "history_minutes": 120,
    "sat_history_minutes": 90,
    "nwp_history_minutes": 120,
    "nwp_forecast_minutes": 480,
    "optimizer": {
        "_target_": "pvnet.optimizers.AdamWReduceLROnPlateau",
        "lr": 0.0001,
        "weight_decay": 0.25,
        "amsgrad": true,
        "patience": 5,
        "factor": 0.1,
        "threshold": 0.002
    },
    "min_sat_delay_minutes": 60
}