admm jobs on cpu

experiments/solve/config/scaling_cont_v06cpu.yaml

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+---
+
+system:
+  threads: 128
+  runtime: 240
+  memory: auto
+
+data:
+  name: pypsa
+  case: load_medium
+  start_hour: peak_hybrid_day
+  num_nodes: 500
+  num_hours: 120  # Total number of hourds in the dataset
+  add_ground: true
+  use_batteries: true
+  use_extra_components: false
+  dont_expand: [hydro, coal, biomass]
+  scale_by_hours: false
+  args:
+    power_unit: 1000.0  # 1e3 = GW
+    cost_unit: 10.0  # $ / MWh
+    marginal_load_value: 500.0  # $ / MWh
+    scale_load: [expand, 0.5, 0.6, 0.7]
+    scale_generator_capacity_factor: 0.7
+    scale_line_capacity_factor: 0.7
+    carbon_tax: 0.0  # $ / ton CO2
+    generator_cost_perturbation: 1.0  # MW
+    load_cost_perturbation: 10.0  # MW
+    drop_empty_generators: false
+    expand_empty_generators: 0.5  # MW
+    battery_discharge_cost: 1.0  # $ / MWh
+    battery_init_soc: 0.0
+    battery_final_soc: 0.0
+
+parameters:
+  parameter_types: [generator, dc_line, ac_line, battery]
+  hours_per_scenario: 24  # Hours in one "batch"
+  capacities: [base]  # base, 1.5, base_v07/000/model_00500
+
+solver: admm  # admm, cvxpy
+
+battery_window: 24  # Hours for battery time horizon
+num_contingencies: [expand, 0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100]
+
+cvxpy_args:
+  solver: MOSEK
+  solver_kwargs:
+    verbose: true
+    accept_unknown: true
+    mosek_params:
+      MSK_IPAR_NUM_THREADS: 16
+      # MSK_DPAR_INTPNT_TOL_REL_GAP: 1.0e-3
+      # MSK_DPAR_INTPNT_TOL_DFEAS: 1.0e-3
+      # MSK_DPAR_INTPNT_TOL_PFEAS: 1.0e-3
+
+admm_args:
+  # Machine settings
+  machine: cpu
+  dtype: float32
+  resid_norm: 2
+  safe_mode: false
+  scale_dual_residuals: true
+  relative_rho_angle: false
+  verbose: false
+
+  # Duration and tolerance
+  num_iterations: 10000
+  minimum_iterations: 10000
+  atol: 1.0e-3
+
+  # Step size
+  rho_power: 1.0
+  rho_angle: 1.0
+  alpha: 1.0  # Over-relaxation
+
+  # Adaptation
+  adaptive_rho: true
+  adaptation_frequency: 10
+  adaptation_tolerance: 2.0
+  tau: 1.1
+
+  # Battery prox operator parameters
+  battery_inner_iterations: 10
+  battery_inner_weight: 1.0

experiments/solve/config/scaling_hours_v04cpu.yaml

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+# Changed battery window to 0
+# so we just run a single problem (no batches) with varying time horizon
+
+---
+
+system:
+  threads: 128
+  runtime: 240  # minutes
+  memory: auto
+
+data:
+  name: pypsa
+  case: load_medium
+  start_hour: peak_hybrid_day
+  num_nodes: 500
+  num_hours: 768  # Total number of hourds in the dataset
+  add_ground: true
+  use_batteries: true
+  use_extra_components: false
+  dont_expand: [hydro, coal, biomass]
+  scale_by_hours: false
+  args:
+    power_unit: 1000.0  # 1e3 = GW
+    cost_unit: 100.0  # $ / MWh
+    marginal_load_value: 500.0  # $ / MWh
+    scale_load: [expand, 0.5, 0.6, 0.7]
+    scale_generator_capacity_factor: 0.7
+    scale_line_capacity_factor: 0.7
+    carbon_tax: 0.0  # $ / ton CO2
+    generator_cost_perturbation: 1.0  # MW
+    load_cost_perturbation: 10.0  # MW
+    drop_empty_generators: false
+    expand_empty_generators: 0.5  # MW
+    battery_discharge_cost: 1.0  # $ / MWh
+    battery_init_soc: 0.0
+    battery_final_soc: 0.0
+
+parameters:
+  parameter_types: [generator, dc_line, ac_line, battery]
+  hours_per_scenario: [expand, 24, 48, 96, 192, 384, 768]  # Hours in one "batch"
+  capacities: [base]  # base, 1.5, base_v07/000/model_00500
+
+solver: admm  # admm, cvxpy
+
+battery_window: 0  # Hours for battery time horizon
+
+cvxpy_args:
+  solver: MOSEK
+  solver_kwargs:
+    verbose: true
+    accept_unknown: true
+    mosek_params:
+      MSK_IPAR_NUM_THREADS: 16
+      # MSK_DPAR_INTPNT_TOL_REL_GAP: 1.0e-3
+      # MSK_DPAR_INTPNT_TOL_DFEAS: 1.0e-3
+      # MSK_DPAR_INTPNT_TOL_PFEAS: 1.0e-3
+
+admm_args:
+  # Machine settings
+  machine: cpu
+  dtype: float32
+  resid_norm: 2
+  safe_mode: false
+  scale_dual_residuals: true
+  relative_rho_angle: false
+  verbose: false
+
+  # Duration and tolerance
+  num_iterations: 5000
+  minimum_iterations: 5000
+  atol: 1.0e-3
+
+  # Step size
+  rho_power: 1.0
+  rho_angle: 1.0
+  alpha: [sweep, 1.0, 1.5]  # Over-relaxation
+
+  # Adaptation
+  adaptive_rho: true
+  adaptation_frequency: 10
+  adaptation_tolerance: 2.0
+  tau: 1.1
+
+  # Battery prox operator parameters
+  battery_inner_iterations: 10
+  battery_inner_weight: 1.0