========================================================================
To cancel, press CTRLc, then run 'scancel 679'
Using coverage run -p because $RUN_WITH_COVERAGE is set
โ Importing logging...โ Importing warnings...โ Importing argparse...โ Importing datetime...โ Importing dataclass...โ Importing socket...โ Importing stat...โ Importing pwd...โ Importing base64...โ Importing json...โ Importing yaml...โ Importing toml...โ Importing csv...โ Importing ast...โ Importing rich.table...โ Importing rich print...โ Importing rich.pretty...โ Importing rich.prompt...โ Importing types.FunctionType...โ Importing typing...โ Importing ThreadPoolExecutor...โ Importing submitit.LocalExecutor...โ Importing submitit.Job...โ Importing importlib.util...โ Importing platform...โ Importing inspect frame info...โ Importing pathlib.Path...โ Importing uuid...โ Importing cowsay...โ Importing shutil...โ Importing itertools.combinations...โ Importing os.listdir...โ Importing os.path...โ Importing PIL.Image...โ Importing sixel...โ Importing subprocess...โ Importing tqdm...โ Importing beartype...โ Importing statistics...โ Trying to import pyfiglet...โ นImporting helpers...โ Parsing arguments...โ Importing torch...โ Importing numpy...
[WARNING 08-15 03:15:10] ax.service.utils.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
โ ดImporting ax...โ Importing ax.core.generator_run...โ Importing Cont_X_trans and Y_trans from ax.adapter.registry...โ Importing ax.core.arm...โ Importing ax.core.objective...โ Importing ax.core.Metric...โ Importing ax.exceptions.core...โ Importing ax.exceptions.generation_strategy...โ Importing CORE_DECODER_REGISTRY...โ Trying ax.generation_strategy.generation_node...โ Importing GenerationStep, GenerationStrategy from generation_strategy...โ Importing GenerationNode from generation_node...โ Importing ExternalGenerationNode...โ Importing MaxTrials...โ Importing GeneratorSpec...โ Importing Models from ax.generation_strategy.registry...โ Importing get_pending_observation_features...โ Importing load_experiment...โ Importing save_experiment...โ Importing save_experiment_to_db...โ Importing TrialStatus...โ Importing Data...โ Importing Experiment...โ Importing parameter types...โ Importing TParameterization...โ Importing pandas...โ Importing AxClient and ObjectiveProperties...โ Importing RandomForestRegressor...โ Importing botorch...โ Importing submitit...โ Importing ax logger...โ Importing SQL-Storage-Stuff...
Run-UUID: aa1d7d17-31b8-4596-bfb6-ebd246cd874d
.oOOOo. .oOOOo.
.O o. o .O o. .oOOo.
O o O o O O
o O o O oOo o
O o `oOOoOO. 'OoOo. O O o .oOo. o O'
o O O o o o O o o O O o O O
`o O' o O O O o O `o O' o O o .O
`OoooO' O o o o O o' `OoooO' oOoO' `oO oOoOoO
O
o'
โ Writing worker creation log...
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 20 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table
โ Disabling logging...โ Setting run folder...โ Creating folder /oo_dir/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0...โ Writing revert_to_random_when_seemingly_exhausted file ...โ Writing username state file...โ Writing result names file...โ Writing result min/max file...โ Saving state files...Run-folder: /oo_dir/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0โ Writing live_share file if it is present...โ Writing job_start_time file...โ Writing git informationโ Checking max_eval...Warning: --num_random_steps 1 is smaller than --num_parallel_jobs 20. It's recommended that --num_parallel_jobs is the same as or a multiple of --num_random_stepsโ Calculating number of steps...โ Adding excluded nodes...โ Setting global generation strategyโ Initializing ax_client...โ Setting orchestrator...See https://imageseg.scads.de/omniax/share?user_id=admin&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=0 for live-results.โ Initializing live share...โ Initializing live share...You have 4 CPUs available for the main process.No CUDA devices found.Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=1
Experiment parameters
โโโโโโโโโโโโโโโโโณโโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโณโโโโโโโโโโโโโ
โName โType โLower boundโUpper boundโValues โType โLog Scale?โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โint_param โrange โ-100 โ10 โโint โNo โ
โfloat_param โrange โ-100 โ10 โโfloatโNo โ
โchoice_param โchoiceโโโ1, 2, 4, 8, 16, halloโโโ
โint_param_twoโrange โ-100 โ10 โโint โNo โ
โโโโโโโโโโโโโโโโโดโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโดโโโโโโโโโโโโโ
Result-Names
โโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โResult-NameโMin or max?โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โRESULT โ minโ
โโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
โ Write files and show overviewโ Starting generator workers
SOBOL, best RESULT: -64510.4983349649, waiting for 2 jobs, finished 2 jobs: 100%|โโโโโโโโโโ| 2/2 [00:14<00:00, 7.05s/it]
Best RESULT, min (total: 2)
โโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโ
โOO_Info_int_paramโOO_Info_int_param_twoโOO_Info_float_paramโOO_Info_choice_paramโOO_Info_SLURM_JOB_IDโint_paramโfloat_param โint_param_twoโchoice_paramโRESULT โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ-46 โ-57 โ0.2169221732765436 โ1 โ681 โ-46 โ0.21692217327654362โ-57 โ1 โ-64510.4983349649โ
โโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโ
Runtime Infos
โโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โNumber of evaluationsโMin time โMax time โAverage timeโMedian timeโ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 2 โ 6.00 sec โ 6.00 sec โ 6.00 sec โ 6.00 sec โ
โโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
Model generation times
โโโโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โIterationโSecondsโJobsโTime per jobโ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.121 โ 2 โ 0.061 โ
โโโโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.121 โ โ โ
โ Median โ 0.121 โ โ โ
โ Total โ 0.121 โ โ โ
โ Max โ 0.121 โ โ โ
โ Min โ 0.121 โ โ โ
โโโโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Job submission durations
โโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ BatchโSecondsโJobsโTime per jobโ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.599 โ 2 โ 0.299 โ
โโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.599 โ โ โ
โ Median โ 0.599 โ โ โ
โ Total โ 0.599 โ โ โ
โ Max โ 0.599 โ โ โ
โ Min โ 0.599 โ โ โ
โโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
2025-08-15 03:15:11 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, Started OmniOpt2 run...
2025-08-15 03:15:12 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, getting new HP set #1/2
2025-08-15 03:15:12 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, getting new HP set #2/2
2025-08-15 03:15:12 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, requested 2 jobs, got 2, 0.06 s/job
2025-08-15 03:15:12 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, eval #1/2 start
2025-08-15 03:15:12 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, eval #2/2 start
2025-08-15 03:15:12 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, starting new job
2025-08-15 03:15:12 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, starting new job
2025-08-15 03:15:12 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, pending 1 = ∑1/20, started new job
2025-08-15 03:15:12 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, pending 2 = ∑2/20, started new job
2025-08-15 03:15:14 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, pending 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:14 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, pending 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:15 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:16 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:16 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:17 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:17 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:18 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:19 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:19 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:20 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:20 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:21 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:22 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:22 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:23 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-08-15 03:15:24 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, new result: -64510.4983349649
2025-08-15 03:15:24 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, running 2 = ∑2/20, new result: -64011.1586019705
2025-08-15 03:15:25 (beefb928-6229-4b66-adfc-6a041ffa6f7d): SOBOL, best RESULT: -64510.4983349649, waiting for 2 jobs, finished 2 jobs
Job submission durations
โโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Batch โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.599 โ 2 โ 0.299 โ
โโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.599 โ โ โ
โ Median โ 0.599 โ โ โ
โ Total โ 0.599 โ โ โ
โ Max โ 0.599 โ โ โ
โ Min โ 0.599 โ โ โ
โโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Model generation times
โโโโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Iteration โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.121 โ 2 โ 0.061 โ
โโโโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.121 โ โ โ
โ Median โ 0.121 โ โ โ
โ Total โ 0.121 โ โ โ
โ Max โ 0.121 โ โ โ
โ Min โ 0.121 โ โ โ
โโโโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ