Add eval MLflow run case118_50000_eval
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +7 -0
- mlflow/eval/case118_50000_eval/artifacts/stats/case118_ieee_scenario_splits.json +0 -0
- mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_RMSE.csv +4 -0
- mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_ac_bus_residuals.parquet +3 -0
- mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_ac_dc_metrics.csv +15 -0
- mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_dc_bus_residuals.parquet +3 -0
- mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_metrics.csv +5 -0
- mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/case118_ieee_correlation_PQ.png +3 -0
- mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/case118_ieee_correlation_PV.png +3 -0
- mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/case118_ieee_correlation_REF.png +3 -0
- mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/max_residual_P.png +3 -0
- mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/max_residual_Q.png +3 -0
- mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/mean_residual_P.png +3 -0
- mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/mean_residual_Q.png +3 -0
- mlflow/eval/case118_50000_eval/meta.yaml +14 -0
- mlflow/eval/case118_50000_eval/params/args/callbacks/patience +1 -0
- mlflow/eval/case118_50000_eval/params/args/callbacks/tol +1 -0
- mlflow/eval/case118_50000_eval/params/args/data/baseMVA +1 -0
- mlflow/eval/case118_50000_eval/params/args/data/mask_value +1 -0
- mlflow/eval/case118_50000_eval/params/args/data/networks +1 -0
- mlflow/eval/case118_50000_eval/params/args/data/normalization +1 -0
- mlflow/eval/case118_50000_eval/params/args/data/scenarios +1 -0
- mlflow/eval/case118_50000_eval/params/args/data/split_by_load_scenario_idx +1 -0
- mlflow/eval/case118_50000_eval/params/args/data/test_ratio +1 -0
- mlflow/eval/case118_50000_eval/params/args/data/val_ratio +1 -0
- mlflow/eval/case118_50000_eval/params/args/data/workers +1 -0
- mlflow/eval/case118_50000_eval/params/args/model/attention_head +1 -0
- mlflow/eval/case118_50000_eval/params/args/model/edge_dim +1 -0
- mlflow/eval/case118_50000_eval/params/args/model/hidden_size +1 -0
- mlflow/eval/case118_50000_eval/params/args/model/input_bus_dim +1 -0
- mlflow/eval/case118_50000_eval/params/args/model/input_gen_dim +1 -0
- mlflow/eval/case118_50000_eval/params/args/model/num_layers +1 -0
- mlflow/eval/case118_50000_eval/params/args/model/output_bus_dim +1 -0
- mlflow/eval/case118_50000_eval/params/args/model/output_gen_dim +1 -0
- mlflow/eval/case118_50000_eval/params/args/model/type +1 -0
- mlflow/eval/case118_50000_eval/params/args/optimizer/beta1 +1 -0
- mlflow/eval/case118_50000_eval/params/args/optimizer/beta2 +1 -0
- mlflow/eval/case118_50000_eval/params/args/optimizer/learning_rate +1 -0
- mlflow/eval/case118_50000_eval/params/args/optimizer/lr_decay +1 -0
- mlflow/eval/case118_50000_eval/params/args/optimizer/lr_patience +1 -0
- mlflow/eval/case118_50000_eval/params/args/seed +1 -0
- mlflow/eval/case118_50000_eval/params/args/task/task_name +1 -0
- mlflow/eval/case118_50000_eval/params/args/training/accelerator +1 -0
- mlflow/eval/case118_50000_eval/params/args/training/batch_size +1 -0
- mlflow/eval/case118_50000_eval/params/args/training/devices +1 -0
- mlflow/eval/case118_50000_eval/params/args/training/epochs +1 -0
- mlflow/eval/case118_50000_eval/params/args/training/loss_args +1 -0
- mlflow/eval/case118_50000_eval/params/args/training/loss_weights +1 -0
- mlflow/eval/case118_50000_eval/params/args/training/losses +1 -0
- mlflow/eval/case118_50000_eval/params/args/training/strategy +1 -0
.gitattributes
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mlflow/eval/finetune_case118_10000_eval/artifacts/test_plots/case118_ieee/max_residual_Q.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/finetune_case118_10000_eval/artifacts/test_plots/case118_ieee/mean_residual_P.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/finetune_case118_10000_eval/artifacts/test_plots/case118_ieee/mean_residual_Q.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/finetune_case118_10000_eval/artifacts/test_plots/case118_ieee/max_residual_Q.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/finetune_case118_10000_eval/artifacts/test_plots/case118_ieee/mean_residual_P.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/finetune_case118_10000_eval/artifacts/test_plots/case118_ieee/mean_residual_Q.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/case118_ieee_correlation_PQ.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/case118_ieee_correlation_PV.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/case118_ieee_correlation_REF.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/max_residual_P.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/max_residual_Q.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/mean_residual_P.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/mean_residual_Q.png filter=lfs diff=lfs merge=lfs -text
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mlflow/eval/case118_50000_eval/artifacts/stats/case118_ieee_scenario_splits.json
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mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_RMSE.csv
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Metric,Pg (MW),Qg (MVar),Vm (p.u.),Va (radians)
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RMSE-PQ,0.0,0.0,0.0004416054511842056,0.015234656323684204
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RMSE-PV,0.0,4.606504005250687,0.0,0.014633074293669
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RMSE-REF,26.73191607262866,67.75483219045155,0.012118959407273786,0.0
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mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_ac_bus_residuals.parquet
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mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_ac_dc_metrics.csv
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Metric,Value
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AC Avg. active res. (MW),5.947263679393047e-11
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AC Avg. reactive res. (MVar),9.350487373379278e-11
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AC PBE Mean,1.2508757001286238e-10
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AC PBE Max,8.863482199779626e-07
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DC Avg. active res. (MW),2.2950979376856915
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DC DC NaN scenarios,0.0
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runtime_ac_mean_ms_with_64_cores,0.10843085404145152
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runtime_ac_median_ms_with_64_cores,0.09125098586082458
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runtime_ac_std_ms_with_64_cores,0.09546796736099676
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runtime_ac_max_ms_with_64_cores,1.9941553473472595
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runtime_dc_mean_ms_with_64_cores,0.03555119816566259
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runtime_dc_median_ms_with_64_cores,0.028703361749649048
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runtime_dc_std_ms_with_64_cores,0.05878416578670916
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runtime_dc_max_ms_with_64_cores,2.4573914706707
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mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_dc_bus_residuals.parquet
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mlflow/eval/case118_50000_eval/artifacts/test/case118_ieee_metrics.csv
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Metric,Value
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Avg. active res. (MW),0.29898855090141296
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Avg. reactive res. (MVar),0.05111146345734596
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PBE Mean,0.3154427409172058
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PBE Max,99.79525756835938
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/case118_ieee_correlation_PQ.png
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Git LFS Details
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/case118_ieee_correlation_PV.png
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/case118_ieee_correlation_REF.png
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Git LFS Details
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/max_residual_P.png
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/max_residual_Q.png
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/mean_residual_P.png
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Git LFS Details
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mlflow/eval/case118_50000_eval/artifacts/test_plots/case118_ieee/mean_residual_Q.png
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Git LFS Details
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mlflow/eval/case118_50000_eval/meta.yaml
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artifact_uri: file:///dccstor/gridfm/mlflow_alban_pretraining_scaling/429930013419703603/22d973e8971b4ceab4cb7c9a84b51b08/artifacts
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end_time: 1779207797261
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entry_point_name: ''
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experiment_id: '429930013419703603'
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lifecycle_stage: active
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run_id: 22d973e8971b4ceab4cb7c9a84b51b08
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run_name: case118_50000_eval
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user_id: apu
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mlflow/eval/case118_50000_eval/params/args/callbacks/patience
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mlflow/eval/case118_50000_eval/params/args/data/networks
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['case118_ieee']
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mlflow/eval/case118_50000_eval/params/args/data/normalization
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HeteroDataMVANormalizer
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mlflow/eval/case118_50000_eval/params/args/data/scenarios
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[250000]
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mlflow/eval/case118_50000_eval/params/args/data/split_by_load_scenario_idx
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mlflow/eval/case118_50000_eval/params/args/optimizer/beta1
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[NestedNamespace(base_weight=0.5), NestedNamespace()]
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mlflow/eval/case118_50000_eval/params/args/training/loss_weights
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mlflow/eval/case118_50000_eval/params/args/training/losses
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['LayeredWeightedPhysics', 'MaskedBusMSE']
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mlflow/eval/case118_50000_eval/params/args/training/strategy
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