Migrate model to pvnet version 5.0.3.post0+git.c5a17176.dirty
Browse files- README.md +1 -1
- model_config.yaml +2 -22
- model_weights.safetensors +2 -2
README.md
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@@ -39,7 +39,7 @@ Data is prepared with the `ocf_data_sampler/torch_datasets/datasets/pvnet_uk` Da
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## Results
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The training logs for the current model can be found here:
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- [https://wandb.ai/openclimatefix/pvnet2.1/runs/
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The training logs for all model runs of PVNet2 can be found [here](https://wandb.ai/openclimatefix/pvnet2.1).
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## Results
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The training logs for the current model can be found here:
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- [https://wandb.ai/openclimatefix/pvnet2.1/runs/uuyepo74](https://wandb.ai/openclimatefix/pvnet2.1/runs/uuyepo74)
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The training logs for all model runs of PVNet2 can be found [here](https://wandb.ai/openclimatefix/pvnet2.1).
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model_config.yaml
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@@ -8,14 +8,6 @@ output_quantiles:
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- 0.9
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- 0.98
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nwp_encoders_dict:
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ukv:
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_target_: pvnet.models.late_fusion.encoders.encoders3d.DefaultPVNet
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_partial_: true
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in_channels: 11
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out_features: 256
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number_of_conv3d_layers: 6
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conv3d_channels: 32
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image_size_pixels: 24
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ecmwf:
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_target_: pvnet.models.late_fusion.encoders.encoders3d.DefaultPVNet
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_partial_: true
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number_of_conv3d_layers: 4
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conv3d_channels: 32
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image_size_pixels: 12
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sat_encoder:
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_target_: pvnet.models.late_fusion.encoders.encoders3d.ResConv3DNet
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_partial_: true
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in_channels: 11
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out_features: 256
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image_size_pixels: 24
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hidden_channels: 32
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n_res_blocks: 3
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res_block_layers: 3
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batch_norm: true
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dropout_frac: 0.0
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add_image_embedding_channel: false
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pv_encoder: null
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output_network:
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include_gsp_yield_history: false
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forecast_minutes: 480
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history_minutes: 120
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min_sat_delay_minutes:
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sat_history_minutes: 60
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pv_history_minutes: 180
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nwp_history_minutes:
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ukv: 120
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ecmwf: 120
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nwp_forecast_minutes:
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ukv: 480
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ecmwf: 480
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location_id_mapping:
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1: 1
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- 0.9
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- 0.98
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nwp_encoders_dict:
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ecmwf:
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_target_: pvnet.models.late_fusion.encoders.encoders3d.DefaultPVNet
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_partial_: true
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number_of_conv3d_layers: 4
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conv3d_channels: 32
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image_size_pixels: 12
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sat_encoder: null
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add_image_embedding_channel: false
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pv_encoder: null
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output_network:
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include_gsp_yield_history: false
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forecast_minutes: 480
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history_minutes: 120
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min_sat_delay_minutes: 0
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sat_history_minutes: 60
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pv_history_minutes: 180
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nwp_history_minutes:
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ecmwf: 120
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nwp_forecast_minutes:
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ecmwf: 480
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location_id_mapping:
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1: 1
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model_weights.safetensors
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:3a27e27f3e53a9804e8eaa30164eae5c037c0edeaf554f8737de22b867d343e4
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size 4447688
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