trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1756378834,13,c2e152c4-160f-4ef5-920b-07fe9a058140,1756378848,1756378854,6,./.tests/optimization_example --int_param='-44' --float_param='-43.79060566425323486328' --choice_param='16' --int_param_two='-20' --nr_results=1,0,,c101,-44,-20,-43.79060566425323486328125,16,682194,0_0,COMPLETED,SOBOL,-55504.552010846600751392543315887451,-44,-43.79060566425323486328125,-20,16
1,1756378860,12,c2e152c4-160f-4ef5-920b-07fe9a058140,1756378873,1756378879,6,./.tests/optimization_example --int_param='-79' --float_param='9.21182714639467725704' --choice_param='1' --int_param_two='-83' --nr_results=1,0,,c101,-79,-83,9.211827146394675480678415624425,1,682197,1_0,COMPLETED,BOTORCH_MODULAR,-147794.314879111014306545257568359375,-79,9.211827146394677257035255024675,-83,1
========================================================================
To cancel, press CTRL c, then run 'scancel 682180'
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 น Importing beartype...
โ Importing statistics...
โ Trying to import pyfiglet...
โ Importing helpers...
โ Parsing arguments...
โ ฆ Importing torch...
โ Importing numpy...
[WARNING 08-28 13:00:17] 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 ฆ Importing 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: d2fd8ce1-bcb2-4721-991e-da0aa0c2170c
________________________________________
| OmniOpt2 - Dialing in the magic numbers. |
========================================
\
\
\
|\_/|,,_____,~~`
(.".)~~ )`~}}
\o/\ /---~\\ ~}}
_// _// ~}
โ Writing worker creation log...
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=adding_old_jobs_to_new_jobs --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=1 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts
โ Disabling logging...
โ Setting run folder...
โ Creating folder /data/horse/ws/s3811141-oo_crap/omniopt/runs/adding_old_jobs_to_new_jobs/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: /data/horse/ws/s3811141-oo_crap/omniopt/runs/adding_old_jobs_to_new_jobs/0
โ Writing live_share file if it is present...
โ Writing job_start_time file...
โ น Writing git information
โ Checking max_eval...
โ Calculating number of steps...
โ Adding excluded nodes...
โ Setting global generation strategy
โ Initializing ax_client...
โ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=s3811141&experiment_name=adding_old_jobs_to_new_jobs&run_nr=6 for live-results.
โ ธ Initializing live share...
โ ธ Initializing live share...
You have 1 CPUs available for the main process. Using CUDA device NVIDIA H100. 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
โ Name โ Type โ Lower bound โ Upper bound โ Values โ Type โ Log Scale? โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ int_param โ range โ -100 โ 10 โ โ int โ No โ
โ float_param โ range โ -100 โ 10 โ โ float โ No โ
โ choice_param โ choice โ โ โ 1, 2, 4, 8, 16, hallo โ โ โ
โ int_param_two โ range โ -100 โ 10 โ โ int โ No โ
โโโโโโโโโโโโโโโโโดโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโดโโโโโโโโโโโโโ
Result-Names
โโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โ Result-Name โ Min or max? โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ RESULT โ min โ
โโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
โ Write files and show overview
SOBOL, best RESULT: -147794.314879111, waiting for 1 job, finished 1 job : 100%|โโโโโโโโโโ| 2/2 [00:49<00:00, 24.91s/it]
Best RESULT, min (total: 2)
โโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโ
โ OO_Info_int_param โ OO_Info_int_param_two โ OO_Info_float_param โ OO_Info_choice_param โ OO_Info_SLURM_JOB_ID โ int_param โ float_param โ int_param_two โ choice_param โ RESULT โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ -79 โ -83 โ 9.211827146394675 โ 1 โ 682197 โ -79 โ 9.211827146394677 โ -83 โ 1 โ -147794.314879111 โ
โโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโ
Runtime Infos
โโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โ Number of evaluations โ Min time โ Max time โ Average time โ Median time โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 2 โ 6.00 sec โ 6.00 sec โ 6.00 sec โ 6.00 sec โ
โโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
2025-08-28 13:00:33 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, Started OmniOpt2 run...
2025-08-28 13:00:34 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, getting new HP set
2025-08-28 13:00:34 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, requested 1 jobs, got 1, 0.26 s/job
2025-08-28 13:00:34 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, eval #1/1 start
2025-08-28 13:00:34 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, starting new job
2025-08-28 13:00:34 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, unknown 1, started new job
2025-08-28 13:00:40 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:41 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:41 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:42 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:42 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:43 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:43 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:44 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:44 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:45 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:45 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:46 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:46 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:47 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:48 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:48 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:49 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:49 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:50 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:50 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:51 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:51 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:52 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:52 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:53 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:53 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:54 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, waiting for 1 job
2025-08-28 13:00:54 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, running 1, new result: -55504.5520108466
2025-08-28 13:00:58 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, waiting for 1 job, finished 1 job
2025-08-28 13:01:00 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, getting new HP set
2025-08-28 13:01:00 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, requested 1 jobs, got 1, 1.36 s/job
2025-08-28 13:01:00 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, eval #1/1 start
2025-08-28 13:01:00 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, starting new job
2025-08-28 13:01:00 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, unknown 1, started new job
2025-08-28 13:01:06 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:07 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:07 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:08 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:08 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:09 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:09 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:10 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:10 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:11 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, pending 1, waiting for 1 job
2025-08-28 13:01:12 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:12 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:13 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:13 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:14 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:14 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:15 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:15 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:16 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:16 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:17 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:17 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:18 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:18 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:19 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:19 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, waiting for 1 job
2025-08-28 13:01:20 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -55504.5520108466, running 1, new result: -147794.314879111
2025-08-28 13:01:23 (c2e152c4-160f-4ef5-920b-07fe9a058140): SOBOL, best RESULT: -147794.314879111, waiting for 1 job, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1756378833,800.984375,20.4
1756378833,800.984375,26.1
1756378833,800.984375,19.8