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--- |
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license: cc-by-sa-4.0 |
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tags: |
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- energy |
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- optimization |
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- optimal_power_flow |
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- power_grid |
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pretty_name: PGLearn Optimal Power Flow (30_ieee) |
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task_categories: |
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- tabular-regression |
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dataset_info: |
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config_name: 30_ieee |
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features: |
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- name: case/json |
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dtype: string |
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- name: input/pd |
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sequence: float32 |
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length: 21 |
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- name: input/qd |
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sequence: float32 |
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length: 21 |
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- name: input/gen_status |
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sequence: bool |
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length: 6 |
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- name: input/branch_status |
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sequence: bool |
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length: 41 |
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- name: input/seed |
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dtype: int64 |
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- name: ACOPF/primal/vm |
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sequence: float32 |
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length: 30 |
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- name: ACOPF/primal/va |
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sequence: float32 |
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length: 30 |
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- name: ACOPF/primal/pg |
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sequence: float32 |
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length: 6 |
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- name: ACOPF/primal/qg |
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sequence: float32 |
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length: 6 |
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- name: ACOPF/primal/pf |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/primal/pt |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/primal/qf |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/primal/qt |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/kcl_p |
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sequence: float32 |
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length: 30 |
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- name: ACOPF/dual/kcl_q |
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sequence: float32 |
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length: 30 |
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- name: ACOPF/dual/vm |
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sequence: float32 |
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length: 30 |
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- name: ACOPF/dual/pg |
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sequence: float32 |
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length: 6 |
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- name: ACOPF/dual/qg |
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sequence: float32 |
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length: 6 |
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- name: ACOPF/dual/ohm_pf |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/ohm_pt |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/ohm_qf |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/ohm_qt |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/pf |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/pt |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/qf |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/qt |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/va_diff |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/sm_fr |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/sm_to |
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sequence: float32 |
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length: 41 |
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- name: ACOPF/dual/slack_bus |
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dtype: float32 |
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- name: ACOPF/meta/seed |
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dtype: int64 |
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- name: ACOPF/meta/formulation |
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dtype: string |
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- name: ACOPF/meta/primal_objective_value |
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dtype: float32 |
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- name: ACOPF/meta/dual_objective_value |
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dtype: float32 |
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- name: ACOPF/meta/primal_status |
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dtype: string |
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- name: ACOPF/meta/dual_status |
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dtype: string |
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- name: ACOPF/meta/termination_status |
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dtype: string |
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- name: ACOPF/meta/build_time |
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dtype: float32 |
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- name: ACOPF/meta/extract_time |
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dtype: float32 |
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- name: ACOPF/meta/solve_time |
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dtype: float32 |
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- name: DCOPF/primal/va |
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sequence: float32 |
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length: 30 |
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- name: DCOPF/primal/pg |
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sequence: float32 |
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length: 6 |
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- name: DCOPF/primal/pf |
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sequence: float32 |
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length: 41 |
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- name: DCOPF/dual/kcl_p |
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sequence: float32 |
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length: 30 |
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- name: DCOPF/dual/pg |
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sequence: float32 |
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length: 6 |
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- name: DCOPF/dual/ohm_pf |
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sequence: float32 |
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length: 41 |
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- name: DCOPF/dual/pf |
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sequence: float32 |
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length: 41 |
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- name: DCOPF/dual/va_diff |
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sequence: float32 |
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length: 41 |
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- name: DCOPF/dual/slack_bus |
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dtype: float32 |
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- name: DCOPF/meta/seed |
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dtype: int64 |
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- name: DCOPF/meta/formulation |
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dtype: string |
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- name: DCOPF/meta/primal_objective_value |
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|
dtype: float32 |
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- name: DCOPF/meta/dual_objective_value |
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|
dtype: float32 |
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|
- name: DCOPF/meta/primal_status |
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|
dtype: string |
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|
- name: DCOPF/meta/dual_status |
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dtype: string |
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- name: DCOPF/meta/termination_status |
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dtype: string |
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- name: DCOPF/meta/build_time |
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dtype: float32 |
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- name: DCOPF/meta/extract_time |
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dtype: float32 |
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- name: DCOPF/meta/solve_time |
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dtype: float32 |
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- name: SOCOPF/primal/w |
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sequence: float32 |
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length: 30 |
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- name: SOCOPF/primal/pg |
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sequence: float32 |
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length: 6 |
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- name: SOCOPF/primal/qg |
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sequence: float32 |
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length: 6 |
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- name: SOCOPF/primal/pf |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/primal/pt |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/primal/qf |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/primal/qt |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/primal/wr |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/primal/wi |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/kcl_p |
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sequence: float32 |
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length: 30 |
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- name: SOCOPF/dual/kcl_q |
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sequence: float32 |
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length: 30 |
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- name: SOCOPF/dual/w |
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sequence: float32 |
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length: 30 |
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- name: SOCOPF/dual/pg |
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sequence: float32 |
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length: 6 |
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|
- name: SOCOPF/dual/qg |
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sequence: float32 |
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length: 6 |
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- name: SOCOPF/dual/ohm_pf |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/ohm_pt |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/ohm_qf |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/ohm_qt |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/jabr |
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|
dtype: |
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array2_d: |
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shape: |
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- 41 |
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- 4 |
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dtype: float32 |
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- name: SOCOPF/dual/sm_fr |
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dtype: |
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array2_d: |
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shape: |
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- 41 |
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- 3 |
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dtype: float32 |
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- name: SOCOPF/dual/sm_to |
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dtype: |
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array2_d: |
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shape: |
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- 41 |
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- 3 |
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dtype: float32 |
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- name: SOCOPF/dual/va_diff |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/wr |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/wi |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/pf |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/pt |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/qf |
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sequence: float32 |
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length: 41 |
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- name: SOCOPF/dual/qt |
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sequence: float32 |
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length: 41 |
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|
- name: SOCOPF/meta/seed |
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|
dtype: int64 |
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|
- name: SOCOPF/meta/formulation |
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dtype: string |
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- name: SOCOPF/meta/primal_objective_value |
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|
dtype: float32 |
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- name: SOCOPF/meta/dual_objective_value |
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dtype: float32 |
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- name: SOCOPF/meta/primal_status |
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dtype: string |
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- name: SOCOPF/meta/dual_status |
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dtype: string |
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- name: SOCOPF/meta/termination_status |
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dtype: string |
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- name: SOCOPF/meta/build_time |
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dtype: float32 |
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- name: SOCOPF/meta/extract_time |
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dtype: float32 |
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- name: SOCOPF/meta/solve_time |
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dtype: float32 |
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splits: |
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- name: train |
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num_bytes: 59165871336 |
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num_examples: 793067 |
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- name: test |
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num_bytes: 14791486486 |
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num_examples: 198267 |
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download_size: 12445672526 |
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dataset_size: 73957357822 |
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configs: |
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- config_name: 30_ieee |
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data_files: |
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- split: train |
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path: 30_ieee/train-* |
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- split: test |
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path: 30_ieee/test-* |
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default: true |
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--- |
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