OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	4
Number random steps	2
Nr. of workers (parameter)	2

Best RESULT, min (total: 4)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	int_param_two	choice_param	RESULT
-100	10	-100.0	16	-100	-100.0	10	16	-222625.32

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	2	2
BOTORCH_MODULAR	2	2

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	range	-100	10		int	No
float_param	range	-100	10		float	No
choice_param	choice			1, 2, 4, 8, 16, hallo
int_param_two	range	-100	10		int	No

Number of evaluations

Failed	Succeeded	Running	Total
0	4	0	4

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-10-31 16:44:35 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -222625.32, finishing jobs, finished 1 job

Git-Version

Commit: c9639b0c4f870bca3a4f5aaabebfd604020ebb5f (8953)

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,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1761925419,3,85ec1d9a-9cd1-4371-b35c-f4056a72547d,1761925422,1761925428,6,./.tests/optimization_example  --int_param='-40' --float_param='-1.33405029773712158203' --choice_param='8' --int_param_two='-38' --nr_results=1,0,,norman-20fms48v00,-40,-38,-1.33405029773712158203125,8,0_0,COMPLETED,SOBOL,-39171.721931742598826531320810317993,-40,-1.33405029773712158203125,-38,8
1,1761925431,4,85ec1d9a-9cd1-4371-b35c-f4056a72547d,1761925435,1761925441,6,./.tests/optimization_example  --int_param='-89' --float_param='-81.44973617047071456909' --choice_param='16' --int_param_two='-67' --nr_results=1,0,,norman-20fms48v00,-89,-67,-81.449736170470700358237081672996,16,1_0,COMPLETED,SOBOL,-215957.288839440006995573639869689941,-89,-81.449736170470714569091796875,-67,16
2,1761925446,3,85ec1d9a-9cd1-4371-b35c-f4056a72547d,1761925449,1761925455,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='16' --int_param_two='2' --nr_results=1,0,,norman-20fms48v00,-100,2,-100,16,2_0,COMPLETED,BOTORCH_MODULAR,-222378.92000000001280568540096282959,-100,-100,2,16
3,1761925460,5,85ec1d9a-9cd1-4371-b35c-f4056a72547d,1761925465,1761925471,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='16' --int_param_two='10' --nr_results=1,0,,norman-20fms48v00,-100,10,-100,16,3_0,COMPLETED,BOTORCH_MODULAR,-222625.320000000006984919309616088867,-100,-100,10,16

Current git-hash: c9639b0c4f870bca3a4f5aaabebfd604020ebb5f (version: 8953)
⠋ Importing logging...
⠋ Importing warnings...
⠋ Importing argparse...
⠋ Importing datetime...
⠋ Importing dataclass...
⠋ Importing socket...
⠋ Importing stat...
⠋ Importing pwd...
⠋ Importing base64...
⠋ Importing json...
⠋ Importing yaml...
⠋ Importing toml...
⠋ Importing csv...
⠋ Importing ast...
⠋ Importing rich.table...
⠋ Importing rich print...
⠋ Importing rich.pretty...
⠋ Importing pformat...
⠋ Importing rich.prompt...
⠋ Importing types.FunctionType...
⠋ Importing typing...
⠋ Importing ThreadPoolExecutor...
⠋ Importing submitit.LocalExecutor...
⠋ Importing submitit.Job...
⠋ Importing importlib.util...
⠋ Importing platform...
⠋ Importing inspect frame info...
⠋ Importing pathlib.Path...
⠋ Importing uuid...
⠋ Importing cowsay...
⠋ Importing shutil...
⠋ Importing itertools.combinations...
⠋ Importing os.listdir...
⠋ Importing os.path...
⠋ Importing PIL.Image...
⠋ Importing sixel...
⠋ Importing subprocess...
⠋ Importing tqdm...
⠋ Importing beartype...
⠋ Importing statistics...
⠋ Trying to import pyfiglet...
⠙ Importing helpers...
⠋ Importing pareto...
⠋ Parsing arguments...
⠸ Importing torch...
⠋ Importing numpy...
[WARNING 10-31 16:43:30] 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]`.
⠦ Importing ax...
⠋ Importing ax.core.generator_run...
⠋ Importing Cont_X_trans and Y_trans from ax.adapter.registry...
⠋ Importing ax.core.arm...
⠋ Importing ax.core.objective...
⠋ Importing ax.core.Metric...
⠋ Importing ax.exceptions.core...
⠋ Importing ax.exceptions.generation_strategy...
⠋ Importing CORE_DECODER_REGISTRY...
⠋ Trying ax.generation_strategy.generation_node...
⠋ Importing GenerationStep, GenerationStrategy from generation_strategy...
⠋ Importing GenerationNode from generation_node...
⠋ Importing ExternalGenerationNode...
⠋ Importing MaxTrials...
⠋ Importing GeneratorSpec...
⠋ Importing Models from ax.generation_strategy.registry...
⠋ Importing get_pending_observation_features...
⠋ Importing load_experiment...
⠋ Importing save_experiment...
⠋ Importing save_experiment_to_db...
⠋ Importing TrialStatus...
⠋ Importing Data...
⠋ Importing Experiment...
⠋ Importing parameter types...
⠋ Importing TParameterization...
⠋ Importing pandas...
⠋ Importing AxClient and ObjectiveProperties...
⠋ Importing RandomForestRegressor...
⠋ Importing botorch...
⠋ Importing submitit...
⠋ Importing ax logger...
⠋ Importing SQL-Storage-Stuff...
Run-UUID: a5c7a68a-e6c3-4ca2-a5db-324bcd8ae7a4
  _________________________________________________
 /                                                 \
| OmniOpt2 - As timeless as Metropolis, but with be |
| tter optimization.                                |
 \                                                 /
  =================================================
                                                 \
                                                  \
                                                   \
                                                    \
                                                              ,.
                                                             (_|,.
                                                             ,' /, )_______   _
                                                         __j o``-'        `.'-)'
                                                         (")                 \'
                                                         `-j                |
                                                           `-._(           /
                                                              |_\  |--^.  /
                                                             /_]'|_| /_)_/
                                                                 /_]'  /_]'
⠋ Writing worker creation log...
./omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=1 --time=60 --worker_timeout=5 --max_eval 4 --num_parallel_jobs 2 --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 2 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /home/norman/repos/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
⠋ Writing username state file...
⠋ Writing result names file...
⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /home/norman/repos/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠋ Writing git information
⠋ Checking max_eval...
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! GENERATION NODE: SHOULD DEDUPLICATE: False
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! GENERATION NODE: SHOULD DEDUPLICATE: False
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=norman&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=2 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 2 steps and then BOTORCH_MODULAR for 2 steps.
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                                       
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name          ┃ Type   ┃ Lower bound ┃ Upper bound ┃ Values                ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param     │ range  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ range  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choice │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ range  │ -100        │ 10          │                       │ int   │ No         │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
        Result-Names         
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT      │         min │
└─────────────┴─────────────┘
⠋ Write files and show overview
SOBOL, best RESULT: -222625.32, finishing jobs, finished 1 job            : 100%|██████████| 4/4 [00:56<00:00, 14.01s/it]
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! GENERATION NODE: SHOULD DEDUPLICATE: False
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! GENERATION NODE: SHOULD DEDUPLICATE: False
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! GENERATION NODE: SHOULD DEDUPLICATE: False
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! GENERATION NODE: SHOULD DEDUPLICATE: False
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! GENERATION NODE: SHOULD DEDUPLICATE: False
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! GENERATION NODE: SHOULD DEDUPLICATE: False
                                                                  Best RESULT, min (total: 4)                                                                   
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT     ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -100              │ 10                    │ -100.0              │ 16                   │ -100      │ -100.0      │ 10            │ 16           │ -222625.32 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴────────────┘
                                Runtime Infos                                 
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           4           │ 6.00 sec  │ 6.00 sec  │   6.00 sec   │  6.00 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.033 │    1 │        0.033 │
│         2 │   0.109 │    1 │        0.109 │
│         3 │   1.092 │    1 │        1.092 │
│         4 │   1.237 │    1 │        1.237 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.618 │      │              │
│    Median │   0.601 │      │              │
│     Total │   2.471 │      │              │
│       Max │   1.237 │      │              │
│       Min │   0.033 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.095 │    1 │        0.095 │
│       2 │   0.123 │    1 │        0.123 │
│       3 │   0.083 │    1 │        0.083 │
│       4 │   0.120 │    1 │        0.120 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.105 │      │              │
│  Median │   0.107 │      │              │
│   Total │   0.421 │      │              │
│     Max │   0.123 │      │              │
│     Min │   0.083 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-10-31 16:43:39 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, Started OmniOpt2 run...
2025-10-31 16:43:39 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, getting new HP set (no sbatch)
2025-10-31 16:43:39 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-31 16:43:39 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, eval #1/1 start                    
2025-10-31 16:43:39 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, starting new job                   
2025-10-31 16:43:39 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, started new job                    
2025-10-31 16:43:49 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, new result: RESULT: -39171.721932  
2025-10-31 16:43:51 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -39171.7219317426, finishing jobs, finished 1 job
2025-10-31 16:43:51 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -39171.7219317426, getting new HP set (no sbatch)
2025-10-31 16:43:51 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -39171.7219317426, requested 1 jobs, got 1, 0.11 s/job
2025-10-31 16:43:51 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -39171.7219317426, eval #1/1 start                    
2025-10-31 16:43:51 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -39171.7219317426, starting new job                   
2025-10-31 16:43:51 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -39171.7219317426, started new job                    
2025-10-31 16:44:02 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -39171.7219317426, new result: RESULT: -215957.288839 
2025-10-31 16:44:05 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -215957.28883944, finishing jobs, finished 1 job      
2025-10-31 16:44:06 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -215957.28883944, getting new HP set (no sbatch)      
2025-10-31 16:44:06 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -215957.28883944, requested 1 jobs, got 1, 1.09 s/job 
2025-10-31 16:44:06 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -215957.28883944, eval #1/1 start                     
2025-10-31 16:44:06 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -215957.28883944, starting new job                    
2025-10-31 16:44:06 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -215957.28883944, started new job                     
2025-10-31 16:44:17 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -215957.28883944, new result: RESULT: -222378.920000  
2025-10-31 16:44:19 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -222378.92, finishing jobs, finished 1 job            
2025-10-31 16:44:20 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -222378.92, getting new HP set (no sbatch)            
2025-10-31 16:44:20 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -222378.92, requested 1 jobs, got 1, 1.24 s/job       
2025-10-31 16:44:20 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -222378.92, eval #1/1 start                           
2025-10-31 16:44:20 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -222378.92, starting new job                          
2025-10-31 16:44:20 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -222378.92, started new job                           
2025-10-31 16:44:32 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -222378.92, new result: RESULT: -222625.320000        
2025-10-31 16:44:35 (85ec1d9a-9cd1-4371-b35c-f4056a72547d): SOBOL, best RESULT: -222625.32, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.095 │    1 │        0.095 │
│       2 │   0.123 │    1 │        0.123 │
│       3 │   0.083 │    1 │        0.083 │
│       4 │   0.120 │    1 │        0.120 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.105 │      │              │
│  Median │   0.107 │      │              │
│   Total │   0.421 │      │              │
│     Max │   0.123 │      │              │
│     Min │   0.083 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.033 │    1 │        0.033 │
│         2 │   0.109 │    1 │        0.109 │
│         3 │   1.092 │    1 │        1.092 │
│         4 │   1.237 │    1 │        1.237 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.618 │      │              │
│    Median │   0.601 │      │              │
│     Total │   2.471 │      │              │
│       Max │   1.237 │      │              │
│       Min │   0.033 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	2
max_eval	4
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9p…
experiment_name	__main__tests__BOTORCH_MODULAR___nogridsearch
mem_gb	1
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'],
	['int_param_two', 'range', '-100', '10', 'int']]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	BOTORCH_MODULAR
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	True
send_anonymized_usage_stats	True
ui_url	None
root_venv_dir	/home/norman
exclude	None
main_process_gb	8
max_nr_of_zero_results	10
abbreviate_job_names	False
orchestrator_file	None
checkout_to_latest_tested_version	False
live_share	True
disable_tqdm	False
disable_previous_job_constraint	False
workdir
occ_type	euclid
result_names	['RESULT=min']
minkowski_p	2
signed_weighted_euclidean_weights
generation_strategy	None
generate_all_jobs_at_once	True
revert_to_random_when_seemingly_exhausted	False
load_data_from_existing_jobs	[]
n_estimators_randomforest	100
max_attempts_for_generation	20
external_generator	None
username	None
max_failed_jobs	None
num_cpus_main_job	None
calculate_pareto_front_of_job	[]
show_generate_time_table	True
force_choice_for_ranges	False
max_abandoned_retrial	20
share_password	None
dryrun	False
db_url	None
run_program_once	None
worker_generator_path	None
save_to_database	False
range_max_difference	1000000
skip_search	False
dont_warm_start_refitting	False
refit_on_cv	False
fit_out_of_design	False
fit_abandoned	False
dont_jit_compile	False
num_restarts	20
raw_samples	1024
max_num_of_parallel_sruns	16
no_transform_inputs	False
no_normalize_y	False
transforms	[]
number_of_generators	1
num_parallel_jobs	2
worker_timeout	5
slurm_use_srun	False
time	60
partition	alpha
reservation	None
force_local_execution	False
slurm_signal_delay_s	0
nodes_per_job	1
cpus_per_task	1
account	None
gpus	0
dependency	None
run_mode	local
verbose	False
verbose_break_run_search_table	False
debug	False
flame_graph	False
memray	False
no_sleep	False
tests	False
show_worker_percentage_table_at_end	False
auto_exclude_defective_hosts	True
run_tests_that_fail_on_taurus	False
raise_in_eval	False
show_ram_every_n_seconds	0
show_generation_and_submission_sixel	False
just_return_defaults	False
prettyprint	False
runtime_debug	False
debug_stack_regex
debug_stack_trace_regex	None
show_func_name	False
beartype	False

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1761925410,788.015625,43.7
1761925472,824.92578125,63.4

`RESULT` (goal: minimize)

Best value: -222625.32
Achieved at:
- run_time = 6
- OO_Info_int_param = -100
- OO_Info_int_param_two = 10
- OO_Info_float_param = -100
- OO_Info_choice_param = 16
- int_param = -100
- float_param = -100
- int_param_two = 10
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	4
OO_Info_int_param	-100	-40	-82.25	24.803	4
OO_Info_int_param_two	-67	10	-23.25	31.1237	4
OO_Info_float_param	-100	-1.3341	-70.6959	40.7559	4
OO_Info_choice_param	8	16	14	3.4641	4
RESULT	-222625.32	-39171.7219	-175033.3127	78485.2683	4
int_param	-100	-40	-82.25	24.803	4
float_param	-100	-1.3341	-70.6959	40.7559	4
int_param_two	-67	10	-23.25	31.1237	4
choice_param	8	16	14	3.4641	4

submitit INFO (2025-10-31 16:43:39,817) - Starting with JobEnvironment(job_id=2625955, hostname=norman-20fms48v00, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-31 16:43:39,817) - Loading pickle: /home/norman/repos/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/2625955/2625955_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -40, "float_param": -1.3340502977371216, "int_param_two": -38, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-40' --float_param='-1.33405029773712158203' --choice_param='8' --int_param_two='-38' --nr_results=1
pwd: /home/norman/repos/OmniOpt
File: ./.tests/optimization_example
UID: 1000
GID: 1000
Status-Change-Time: 1751708223.4603384
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: norman
Last access: 1761925163.8720431
Last modification: 1751708223.4603384
Hostname: norman-20fms48v00
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-40' --float_param='-1.33405029773712158203' --choice_param='8' --int_param_two='-38' --nr_results=1
stdout:
 OO-Info: int_param: -40
OO-Info: int_param_two: -38
OO-Info: float_param: -1.33405029773712158203
OO-Info: choice_param: 8
RESULT: -39171.7219317426

stderr was empty
Result: {'RESULT': -39171.7219317426}
Final-results: {'RESULT': -39171.7219317426}
EXIT_CODE: 0
submitit INFO (2025-10-31 16:43:48,506) - Job completed successfully
submitit INFO (2025-10-31 16:43:48,507) - Exiting after successful completion