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.. _sphx_glr_sg_execution_times:


Computation times
=================
**04:47.374** total execution time for 105 files **from all galleries**:

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  .. list-table::
   :header-rows: 1
   :class: table table-striped sg-datatable

   * - Example
     - Time
     - Mem (MB)
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_geo_cumulative.py` (``examples/figure_generation/plot_geo_cumulative.py``)
     - 00:22.020
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_core_ablation.py` (``examples/figure_generation/plot_core_ablation.py``)
     - 00:18.078
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_sm3_identifiability.py` (``examples/figure_generation/plot_sm3_identifiability.py``)
     - 00:14.787
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_external_validation.py` (``examples/figure_generation/plot_external_validation.py``)
     - 00:10.952
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_physics_sanity.py` (``examples/figure_generation/plot_physics_sanity.py``)
     - 00:10.563
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_xfer_impact.py` (``examples/figure_generation/plot_xfer_impact.py``)
     - 00:10.001
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_physics_profiles.py` (``examples/figure_generation/plot_physics_profiles.py``)
     - 00:09.802
     - 0.0
   * - :ref:`sphx_glr_auto_examples_model_inspection_plot_physics_values_in.py` (``examples/model_inspection/plot_physics_values_in.py``)
     - 00:09.584
     - 0.0
   * - :ref:`sphx_glr_auto_examples_spatial_plot_spatial_contours_overview.py` (``examples/spatial/plot_spatial_contours_overview.py``)
     - 00:09.368
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_physics_sensitivity.py` (``examples/figure_generation/plot_physics_sensitivity.py``)
     - 00:08.311
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_hotspot_analytics.py` (``examples/figure_generation/plot_hotspot_analytics.py``)
     - 00:08.181
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_sm3_bounds_ridge_summary.py` (``examples/figure_generation/plot_sm3_bounds_ridge_summary.py``)
     - 00:06.965
     - 0.0
   * - :ref:`sphx_glr_auto_examples_spatial_plot_spatial_heatmap_overview.py` (``examples/spatial/plot_spatial_heatmap_overview.py``)
     - 00:06.471
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_driver_response.py` (``examples/figure_generation/plot_driver_response.py``)
     - 00:05.498
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_xfer_transferability.py` (``examples/figure_generation/plot_xfer_transferability.py``)
     - 00:04.963
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_batch_spatial_sampling.py` (``examples/tables_and_summaries/build_batch_spatial_sampling.py``)
     - 00:04.458
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_transfer.py` (``examples/figure_generation/plot_transfer.py``)
     - 00:04.355
     - 0.0
   * - :ref:`sphx_glr_auto_examples_spatial_plot_spatial_roi_overview.py` (``examples/spatial/plot_spatial_roi_overview.py``)
     - 00:04.227
     - 0.0
   * - :ref:`sphx_glr_auto_examples_forecasting_plot_forecast_by_step.py` (``examples/forecasting/plot_forecast_by_step.py``)
     - 00:03.834
     - 0.0
   * - :ref:`sphx_glr_auto_examples_spatial_plot_spatial_overview.py` (``examples/spatial/plot_spatial_overview.py``)
     - 00:03.720
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_ablation.py` (``examples/figure_generation/plot_ablation.py``)
     - 00:03.529
     - 0.0
   * - :ref:`sphx_glr_auto_examples_forecasting_plot_format_and_forecast.py` (``examples/forecasting/plot_format_and_forecast.py``)
     - 00:03.356
     - 0.0
   * - :ref:`sphx_glr_auto_examples_spatial_plot_spatial_voronoi_overview.py` (``examples/spatial/plot_spatial_voronoi_overview.py``)
     - 00:03.235
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_forecast_comparison_overview.py` (``examples/evaluation/plot_forecast_comparison_overview.py``)
     - 00:03.056
     - 0.0
   * - :ref:`sphx_glr_auto_examples_diagnostics_plot_r2_in_overview.py` (``examples/diagnostics/plot_r2_in_overview.py``)
     - 00:02.936
     - 0.0
   * - :ref:`sphx_glr_auto_examples_spatial_plot_hotspots_overview.py` (``examples/spatial/plot_hotspots_overview.py``)
     - 00:02.924
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_litho_parity.py` (``examples/figure_generation/plot_litho_parity.py``)
     - 00:02.903
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_eval_physics_overview.py` (``examples/inspection/plot_eval_physics_overview.py``)
     - 00:02.840
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_ablation_record_overview.py` (``examples/inspection/plot_ablation_record_overview.py``)
     - 00:02.734
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_training_summary_overview.py` (``examples/inspection/plot_training_summary_overview.py``)
     - 00:02.681
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_spatial_sampling.py` (``examples/tables_and_summaries/build_spatial_sampling.py``)
     - 00:02.668
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_metric_over_horizon_overview.py` (``examples/evaluation/plot_metric_over_horizon_overview.py``)
     - 00:02.439
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_crps_overview.py` (``examples/evaluation/plot_crps_overview.py``)
     - 00:02.401
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_radar_scores_overview.py` (``examples/evaluation/plot_radar_scores_overview.py``)
     - 00:02.352
     - 0.0
   * - :ref:`sphx_glr_auto_examples_model_inspection_plot_history_in.py` (``examples/model_inspection/plot_history_in.py``)
     - 00:02.312
     - 0.0
   * - :ref:`sphx_glr_auto_examples_forecasting_plot_holdout_vs_forecast.py` (``examples/forecasting/plot_holdout_vs_forecast.py``)
     - 00:02.241
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_eval_diagnostics_overview.py` (``examples/inspection/plot_eval_diagnostics_overview.py``)
     - 00:02.040
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_stage1_audit_overview.py` (``examples/inspection/plot_stage1_audit_overview.py``)
     - 00:01.999
     - 0.0
   * - :ref:`sphx_glr_auto_examples_diagnostics_plot_r2_overview.py` (``examples/diagnostics/plot_r2_overview.py``)
     - 00:01.819
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_uncertainty_extras.py` (``examples/figure_generation/plot_uncertainty_extras.py``)
     - 00:01.800
     - 0.0
   * - :ref:`sphx_glr_auto_examples_forecasting_plot_future_quantiles_map.py` (``examples/forecasting/plot_future_quantiles_map.py``)
     - 00:01.758
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_model_init_manifest_overview.py` (``examples/inspection/plot_model_init_manifest_overview.py``)
     - 00:01.657
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_spatial_forecasts.py` (``examples/figure_generation/plot_spatial_forecasts.py``)
     - 00:01.615
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_forecast_ready_sample.py` (``examples/tables_and_summaries/build_forecast_ready_sample.py``)
     - 00:01.611
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_physics_maps.py` (``examples/figure_generation/plot_physics_maps.py``)
     - 00:01.545
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_quantile_calibration_overview.py` (``examples/evaluation/plot_quantile_calibration_overview.py``)
     - 00:01.475
     - 0.0
   * - :ref:`sphx_glr_auto_examples_model_inspection_plot_autoplot_geoprior_history.py` (``examples/model_inspection/plot_autoplot_geoprior_history.py``)
     - 00:01.410
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_metric_radar_overview.py` (``examples/evaluation/plot_metric_radar_overview.py``)
     - 00:01.385
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_uncertainty.py` (``examples/figure_generation/plot_uncertainty.py``)
     - 00:01.364
     - 0.0
   * - :ref:`sphx_glr_auto_examples_applications_app_hotspot_prioritization.py` (``examples/applications/app_hotspot_prioritization.py``)
     - 00:01.356
     - 0.0
   * - :ref:`sphx_glr_auto_examples_applications_app_bounds_ridge.py` (``examples/applications/app_bounds_ridge.py``)
     - 00:01.340
     - 0.0
   * - :ref:`sphx_glr_auto_examples_diagnostics_plot_stage2_training_curves.py` (``examples/diagnostics/plot_stage2_training_curves.py``)
     - 00:01.337
     - 0.0
   * - :ref:`sphx_glr_auto_examples_diagnostics_plot_physics_diagnostic_bridge.py` (``examples/diagnostics/plot_physics_diagnostic_bridge.py``)
     - 00:01.259
     - 0.0
   * - :ref:`sphx_glr_auto_examples_uncertainty_plot_calibrate_forecasts.py` (``examples/uncertainty/plot_calibrate_forecasts.py``)
     - 00:01.225
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_time_weighted_metric_overview.py` (``examples/evaluation/plot_time_weighted_metric_overview.py``)
     - 00:01.201
     - 0.0
   * - :ref:`sphx_glr_auto_examples_diagnostics_plot_physics_diagnostic.py` (``examples/diagnostics/plot_physics_diagnostic.py``)
     - 00:01.184
     - 0.0
   * - :ref:`sphx_glr_auto_examples_diagnostics_plot_stage3_tuning_summary.py` (``examples/diagnostics/plot_stage3_tuning_summary.py``)
     - 00:01.183
     - 0.0
   * - :ref:`sphx_glr_auto_examples_uncertainty_plot_brier_exceedance.py` (``examples/uncertainty/plot_brier_exceedance.py``)
     - 00:01.173
     - 0.0
   * - :ref:`sphx_glr_auto_examples_applications_app_transferability.py` (``examples/applications/app_transferability.py``)
     - 00:01.153
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_add_zsurf_from_coords.py` (``examples/tables_and_summaries/build_add_zsurf_from_coords.py``)
     - 00:01.151
     - 0.0
   * - :ref:`sphx_glr_auto_examples_uncertainty_plot_coverage_vs_sharpness.py` (``examples/uncertainty/plot_coverage_vs_sharpness.py``)
     - 00:01.123
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_qce_donut_overview.py` (``examples/evaluation/plot_qce_donut_overview.py``)
     - 00:01.106
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_calibration_stats_overview.py` (``examples/inspection/plot_calibration_stats_overview.py``)
     - 00:01.104
     - 0.0
   * - :ref:`sphx_glr_auto_examples_model_inspection_plot_physics_losses_in.py` (``examples/model_inspection/plot_physics_losses_in.py``)
     - 00:01.089
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_xfer_results_overview.py` (``examples/inspection/plot_xfer_results_overview.py``)
     - 00:00.974
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_sm3_log_offsets.py` (``examples/figure_generation/plot_sm3_log_offsets.py``)
     - 00:00.952
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_make_boundary.py` (``examples/tables_and_summaries/make_boundary.py``)
     - 00:00.950
     - 0.0
   * - :ref:`sphx_glr_auto_examples_forecasting_plot_forecast.py` (``examples/forecasting/plot_forecast.py``)
     - 00:00.946
     - 0.0
   * - :ref:`sphx_glr_auto_examples_model_inspection_plot_epsilons_in.py` (``examples/model_inspection/plot_epsilons_in.py``)
     - 00:00.929
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_extract_zones.py` (``examples/tables_and_summaries/build_extract_zones.py``)
     - 00:00.920
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_manifest_overview.py` (``examples/inspection/plot_manifest_overview.py``)
     - 00:00.907
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_spatial_roi.py` (``examples/tables_and_summaries/build_spatial_roi.py``)
     - 00:00.897
     - 0.0
   * - :ref:`sphx_glr_auto_examples_diagnostics_plot_stage1_data_checks.py` (``examples/diagnostics/plot_stage1_data_checks.py``)
     - 00:00.892
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_mean_interval_width_overview.py` (``examples/evaluation/plot_mean_interval_width_overview.py``)
     - 00:00.869
     - 0.0
   * - :ref:`sphx_glr_auto_examples_figure_generation_plot_physics_fields.py` (``examples/figure_generation/plot_physics_fields.py``)
     - 00:00.865
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_spatial_clusters.py` (``examples/tables_and_summaries/build_spatial_clusters.py``)
     - 00:00.858
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_assign_boreholes.py` (``examples/tables_and_summaries/build_assign_boreholes.py``)
     - 00:00.851
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_coverage_overview.py` (``examples/evaluation/plot_coverage_overview.py``)
     - 00:00.845
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_weighted_interval_score_overview.py` (``examples/evaluation/plot_weighted_interval_score_overview.py``)
     - 00:00.831
     - 0.0
   * - :ref:`sphx_glr_auto_examples_diagnostics_plot_spatial_block_holdout.py` (``examples/diagnostics/plot_spatial_block_holdout.py``)
     - 00:00.812
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_scaling_kwargs_overview.py` (``examples/inspection/plot_scaling_kwargs_overview.py``)
     - 00:00.732
     - 0.0
   * - :ref:`sphx_glr_auto_examples_applications_app_core_ablation.py` (``examples/applications/app_core_ablation.py``)
     - 00:00.680
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_make_exposure.py` (``examples/tables_and_summaries/make_exposure.py``)
     - 00:00.679
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_make_district_grid.py` (``examples/tables_and_summaries/make_district_grid.py``)
     - 00:00.666
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_ablation_table.py` (``examples/tables_and_summaries/build_ablation_table.py``)
     - 00:00.644
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_extend_forecast.py` (``examples/tables_and_summaries/extend_forecast.py``)
     - 00:00.643
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_run_manifest_overview.py` (``examples/inspection/plot_run_manifest_overview.py``)
     - 00:00.622
     - 0.0
   * - :ref:`sphx_glr_auto_examples_uncertainty_plot_calibration_comparison_overview.py` (``examples/uncertainty/plot_calibration_comparison_overview.py``)
     - 00:00.591
     - 0.0
   * - :ref:`sphx_glr_auto_examples_inspection_plot_physics_payload_meta_overview.py` (``examples/inspection/plot_physics_payload_meta_overview.py``)
     - 00:00.570
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_summarize_hotspots.py` (``examples/tables_and_summaries/summarize_hotspots.py``)
     - 00:00.565
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_tag_clusters_with_zones.py` (``examples/tables_and_summaries/tag_clusters_with_zones.py``)
     - 00:00.560
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_prediction_stability_overview.py` (``examples/evaluation/plot_prediction_stability_overview.py``)
     - 00:00.547
     - 0.0
   * - :ref:`sphx_glr_auto_examples_forecasting_plot_evaluate_forecast.py` (``examples/forecasting/plot_evaluate_forecast.py``)
     - 00:00.546
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_compute_hotspots.py` (``examples/tables_and_summaries/compute_hotspots.py``)
     - 00:00.527
     - 0.0
   * - :ref:`sphx_glr_auto_examples_uncertainty_plot_interval_calibration.py` (``examples/uncertainty/plot_interval_calibration.py``)
     - 00:00.519
     - 0.0
   * - :ref:`sphx_glr_auto_examples_uncertainty_plot_reliability_diagram.py` (``examples/uncertainty/plot_reliability_diagram.py``)
     - 00:00.516
     - 0.0
   * - :ref:`sphx_glr_auto_examples_applications_app_external_validation.py` (``examples/applications/app_external_validation.py``)
     - 00:00.509
     - 0.0
   * - :ref:`sphx_glr_auto_examples_evaluation_plot_theils_u_score_overview.py` (``examples/evaluation/plot_theils_u_score_overview.py``)
     - 00:00.509
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_compute_brier_exceedance.py` (``examples/tables_and_summaries/compute_brier_exceedance.py``)
     - 00:00.505
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_model_metrics.py` (``examples/tables_and_summaries/build_model_metrics.py``)
     - 00:00.462
     - 0.0
   * - :ref:`sphx_glr_auto_examples_tables_and_summaries_build_full_inputs_npz.py` (``examples/tables_and_summaries/build_full_inputs_npz.py``)
     - 00:00.461
     - 0.0
   * - :ref:`sphx_glr_auto_examples_uncertainty_plot_reliability_diagram_overview.py` (``examples/uncertainty/plot_reliability_diagram_overview.py``)
     - 00:00.413
     - 0.0
   * - :ref:`sphx_glr_auto_examples_diagnostics_plot_holdout_group_masks.py` (``examples/diagnostics/plot_holdout_group_masks.py``)
     - 00:00.368
     - 0.0
   * - :ref:`sphx_glr_auto_examples_model_inspection_tag_extract_physical_parameters.py` (``examples/model_inspection/tag_extract_physical_parameters.py``)
     - 00:00.031
     - 0.0
   * - :ref:`sphx_glr_auto_examples_model_inspection_make_gather_coords_flat.py` (``examples/model_inspection/make_gather_coords_flat.py``)
     - 00:00.007
     - 0.0