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feat(subselection): add subset for MO
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35 changes: 35 additions & 0 deletions
35
carps/configs/problem/subselection/multifidelity/dev/subset_Pymoo_MO_omnitest.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,35 @@ | ||
| # @package _global_ | ||
| benchmark_id: Pymoo | ||
| problem_id: multifidelity/10/dev/Pymoo/MO/omnitest | ||
| problem: | ||
| _target_: carps.benchmarks.pymoo.PymooProblem | ||
| problem_name: omnitest | ||
| seed: ${seed} | ||
| metric: | ||
| - objective_0 | ||
| - objective_1 | ||
| task: | ||
| n_trials: 77 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - objective_0 | ||
| - objective_1 | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: synthetic | ||
| objective_function_approximation: real | ||
| has_virtual_time: false | ||
| deterministic: true | ||
| dimensions: 2 | ||
| search_space_n_categoricals: 0 | ||
| search_space_n_ordinals: 0 | ||
| search_space_n_integers: 0 | ||
| search_space_n_floats: 2 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
37 changes: 37 additions & 0 deletions
37
...s/configs/problem/subselection/multifidelity/dev/subset_hpobench_MO_tab_ml_rf_167119.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| # @package _global_ | ||
| benchmark_id: HPOBench | ||
| problem_id: multifidelity/10/dev/hpobench/MO/tab/ml/rf/167119 | ||
| problem: | ||
| _target_: carps.benchmarks.hpo_bench.HPOBenchProblem | ||
| model: rf | ||
| task_id: 167119 | ||
| metric: | ||
| - function_value | ||
| - cost | ||
| budget_type: null | ||
| seed: ${seed} | ||
| task: | ||
| n_trials: 100 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - function_value | ||
| - cost | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: ML | ||
| objective_function_approximation: tabular | ||
| has_virtual_time: false | ||
| deterministic: false | ||
| dimensions: 4 | ||
| search_space_n_categoricals: 0 | ||
| search_space_n_ordinals: 4 | ||
| search_space_n_integers: 0 | ||
| search_space_n_floats: 0 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
37 changes: 37 additions & 0 deletions
37
carps/configs/problem/subselection/multifidelity/dev/subset_hpobench_MO_tab_ml_rf_31.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| # @package _global_ | ||
| benchmark_id: HPOBench | ||
| problem_id: multifidelity/10/dev/hpobench/MO/tab/ml/rf/31 | ||
| problem: | ||
| _target_: carps.benchmarks.hpo_bench.HPOBenchProblem | ||
| model: rf | ||
| task_id: 31 | ||
| metric: | ||
| - function_value | ||
| - cost | ||
| budget_type: null | ||
| seed: ${seed} | ||
| task: | ||
| n_trials: 100 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - function_value | ||
| - cost | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: ML | ||
| objective_function_approximation: tabular | ||
| has_virtual_time: false | ||
| deterministic: false | ||
| dimensions: 4 | ||
| search_space_n_categoricals: 0 | ||
| search_space_n_ordinals: 4 | ||
| search_space_n_integers: 0 | ||
| search_space_n_floats: 0 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
37 changes: 37 additions & 0 deletions
37
.../configs/problem/subselection/multifidelity/dev/subset_hpobench_MO_tab_ml_svm_146212.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| # @package _global_ | ||
| benchmark_id: HPOBench | ||
| problem_id: multifidelity/10/dev/hpobench/MO/tab/ml/svm/146212 | ||
| problem: | ||
| _target_: carps.benchmarks.hpo_bench.HPOBenchProblem | ||
| model: svm | ||
| task_id: 146212 | ||
| metric: | ||
| - function_value | ||
| - cost | ||
| budget_type: null | ||
| seed: ${seed} | ||
| task: | ||
| n_trials: 77 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - function_value | ||
| - cost | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: ML | ||
| objective_function_approximation: tabular | ||
| has_virtual_time: false | ||
| deterministic: false | ||
| dimensions: 2 | ||
| search_space_n_categoricals: 0 | ||
| search_space_n_ordinals: 2 | ||
| search_space_n_integers: 0 | ||
| search_space_n_floats: 0 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
37 changes: 37 additions & 0 deletions
37
.../configs/problem/subselection/multifidelity/dev/subset_hpobench_MO_tab_ml_svm_146818.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| # @package _global_ | ||
| benchmark_id: HPOBench | ||
| problem_id: multifidelity/10/dev/hpobench/MO/tab/ml/svm/146818 | ||
| problem: | ||
| _target_: carps.benchmarks.hpo_bench.HPOBenchProblem | ||
| model: svm | ||
| task_id: 146818 | ||
| metric: | ||
| - function_value | ||
| - cost | ||
| budget_type: null | ||
| seed: ${seed} | ||
| task: | ||
| n_trials: 77 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - function_value | ||
| - cost | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: ML | ||
| objective_function_approximation: tabular | ||
| has_virtual_time: false | ||
| deterministic: false | ||
| dimensions: 2 | ||
| search_space_n_categoricals: 0 | ||
| search_space_n_ordinals: 2 | ||
| search_space_n_integers: 0 | ||
| search_space_n_floats: 0 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
37 changes: 37 additions & 0 deletions
37
carps/configs/problem/subselection/multifidelity/dev/subset_hpobench_MO_tab_ml_svm_31.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| # @package _global_ | ||
| benchmark_id: HPOBench | ||
| problem_id: multifidelity/10/dev/hpobench/MO/tab/ml/svm/31 | ||
| problem: | ||
| _target_: carps.benchmarks.hpo_bench.HPOBenchProblem | ||
| model: svm | ||
| task_id: 31 | ||
| metric: | ||
| - function_value | ||
| - cost | ||
| budget_type: null | ||
| seed: ${seed} | ||
| task: | ||
| n_trials: 77 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - function_value | ||
| - cost | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: ML | ||
| objective_function_approximation: tabular | ||
| has_virtual_time: false | ||
| deterministic: false | ||
| dimensions: 2 | ||
| search_space_n_categoricals: 0 | ||
| search_space_n_ordinals: 2 | ||
| search_space_n_integers: 0 | ||
| search_space_n_floats: 0 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
37 changes: 37 additions & 0 deletions
37
...figs/problem/subselection/multifidelity/dev/subset_hpobench_MO_tab_ml_xgboost_146822.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| # @package _global_ | ||
| benchmark_id: HPOBench | ||
| problem_id: multifidelity/10/dev/hpobench/MO/tab/ml/xgboost/146822 | ||
| problem: | ||
| _target_: carps.benchmarks.hpo_bench.HPOBenchProblem | ||
| model: xgboost | ||
| task_id: 146822 | ||
| metric: | ||
| - function_value | ||
| - cost | ||
| budget_type: null | ||
| seed: ${seed} | ||
| task: | ||
| n_trials: 100 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - function_value | ||
| - cost | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: ML | ||
| objective_function_approximation: tabular | ||
| has_virtual_time: false | ||
| deterministic: false | ||
| dimensions: 4 | ||
| search_space_n_categoricals: 0 | ||
| search_space_n_ordinals: 4 | ||
| search_space_n_integers: 0 | ||
| search_space_n_floats: 0 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
37 changes: 37 additions & 0 deletions
37
...nfigs/problem/subselection/multifidelity/dev/subset_hpobench_MO_tab_ml_xgboost_14965.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| # @package _global_ | ||
| benchmark_id: HPOBench | ||
| problem_id: multifidelity/10/dev/hpobench/MO/tab/ml/xgboost/14965 | ||
| problem: | ||
| _target_: carps.benchmarks.hpo_bench.HPOBenchProblem | ||
| model: xgboost | ||
| task_id: 14965 | ||
| metric: | ||
| - function_value | ||
| - cost | ||
| budget_type: null | ||
| seed: ${seed} | ||
| task: | ||
| n_trials: 100 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - function_value | ||
| - cost | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: ML | ||
| objective_function_approximation: tabular | ||
| has_virtual_time: false | ||
| deterministic: false | ||
| dimensions: 4 | ||
| search_space_n_categoricals: 0 | ||
| search_space_n_ordinals: 4 | ||
| search_space_n_integers: 0 | ||
| search_space_n_floats: 0 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
37 changes: 37 additions & 0 deletions
37
...figs/problem/subselection/multifidelity/dev/subset_hpobench_MO_tab_ml_xgboost_167120.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| # @package _global_ | ||
| benchmark_id: HPOBench | ||
| problem_id: multifidelity/10/dev/hpobench/MO/tab/ml/xgboost/167120 | ||
| problem: | ||
| _target_: carps.benchmarks.hpo_bench.HPOBenchProblem | ||
| model: xgboost | ||
| task_id: 167120 | ||
| metric: | ||
| - function_value | ||
| - cost | ||
| budget_type: null | ||
| seed: ${seed} | ||
| task: | ||
| n_trials: 100 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - function_value | ||
| - cost | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: ML | ||
| objective_function_approximation: tabular | ||
| has_virtual_time: false | ||
| deterministic: false | ||
| dimensions: 4 | ||
| search_space_n_categoricals: 0 | ||
| search_space_n_ordinals: 4 | ||
| search_space_n_integers: 0 | ||
| search_space_n_floats: 0 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
36 changes: 36 additions & 0 deletions
36
...configs/problem/subselection/multifidelity/dev/subset_yahpo_mo_rbv2_rpart_40499_None.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,36 @@ | ||
| # @package _global_ | ||
| benchmark_id: YAHPO | ||
| problem_id: multifidelity/10/dev/yahpo/mo/rbv2_rpart/40499/None | ||
| problem: | ||
| _target_: carps.benchmarks.yahpo.YahpoProblem | ||
| bench: rbv2_rpart | ||
| instance: '40499' | ||
| budget_type: null | ||
| metric: | ||
| - acc | ||
| - memory | ||
| task: | ||
| n_trials: 110 | ||
| time_budget: null | ||
| n_workers: 1 | ||
| n_objectives: 2 | ||
| objectives: | ||
| - acc | ||
| - memory | ||
| is_multifidelity: false | ||
| fidelity_type: null | ||
| min_budget: null | ||
| max_budget: null | ||
| has_constraints: false | ||
| domain: ML | ||
| objective_function_approximation: surrogate | ||
| has_virtual_time: true | ||
| deterministic: true | ||
| dimensions: 5 | ||
| search_space_n_categoricals: 1 | ||
| search_space_n_ordinals: 0 | ||
| search_space_n_integers: 3 | ||
| search_space_n_floats: 1 | ||
| search_space_has_conditionals: false | ||
| search_space_has_forbiddens: false | ||
| search_space_has_priors: false |
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