Warning, /AID2E-framework/examples/dtlz2/configurations/dtlz2_objective_collection.yml is written in an unsupported language. File is not indexed.
0001 # One script evaluation returns both metrics through a combined objective plan.
0002
0003 problem:
0004 name: "DTLZ2 Objective Collection"
0005 problem_type: "DTLZ2"
0006 output_location: "./output/objective_collection"
0007 work_location: "./work/objective_collection"
0008
0009 design_parameters_file: "../dtlz2_design.params"
0010
0011 objectives:
0012 - name: "f1"
0013 direction: "minimize"
0014 - name: "f2"
0015 direction: "minimize"
0016
0017 optimizer:
0018 name: "ax"
0019 type: "bayesian"
0020 parameters:
0021 initialization_strategy: "sobol"
0022 generator: "BOTORCH_MODULAR"
0023 n_initial_samples: 20
0024 n_iterations: 100
0025 batch_size: 4
0026 seed: 42
0027
0028 scheduler:
0029 runner_type: "JobLibRunner"
0030 parameters:
0031 n_jobs: 4
0032 backend: "threading"
0033
0034 workflows:
0035 workflows:
0036 - name: "dtlz2_collection"
0037 combined_objectives:
0038 - name: "dtlz2_metrics"
0039 objective_plan:
0040 steps:
0041 stages:
0042 - name: "evaluate"
0043 script:
0044 path: "../dtlz2_evaluator.py"
0045 output_file: "objectives.json"
0046 timeout_sec: 300
0047 produces_objective: true
0048 metrics:
0049 - name: "f1"
0050 direction: "minimize"
0051 metric_key: "f1"
0052 - name: "f2"
0053 direction: "minimize"
0054 metric_key: "f2"
