OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	4
Number random steps	2
Number random steps (from arguments)	20
Nr. of workers (parameter)	20
Nr. imported jobs	2

Best RESULT1, min (total: 2 + inserted jobs: 2)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	RESULT2	int_param	float_param	int_param_two	choice_param	RESULT1
-70.0	-72.0	-28.366492906546583	hallo	2.4378372481	-70	-28.366492906546583	-72	hallo	1.095054105

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
UNIFORM	3	3

Experiment parameters

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

Number of evaluations

Failed	Succeeded	Running	Total
0	4	0	4

Result names and types

name	min/max
RESULT1	min
RESULT2	min

Last progressbar status

2026-03-29 06:01:18 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: e188e113bd67d7034e782e74dc3d1f1b616e1904 (9280)

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,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.971054288599999981812516125501,2.055101301800000168640281117405,-59,-63.1443440914154052734375,-49,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.364401037900000002167644197471,2.360320706200000007157768777688,-94,-45.304483935441140829425421543419,-22,hallo
2,1774764054,2,518eaa1d-922e-4e74-9534-83f3d7d65b54,1774764056,1774764062,6,./.tests/optimization_example --int_param='-70' --float_param='-28.3664929065465827307' --choice_param='hallo'  --int_param_two='-72' --nr_results=2,0,,runnervm19da2,-70,-72,-28.366492906546582730697991792113,hallo,2_0,COMPLETED,UNIFORM,1.095054104999999999847659637453,2.437837248100000131501019495772,-70,-28.366492906546582730697991792113,-72,hallo
3,1774764066,2,518eaa1d-922e-4e74-9534-83f3d7d65b54,1774764068,1774764074,6,./.tests/optimization_example --int_param='-97' --float_param='-31.78562513288829904923' --choice_param='2'  --int_param_two='4' --nr_results=2,0,,runnervm19da2,-97,4,-31.785625132888295496513819671236,2,3_0,COMPLETED,UNIFORM,1.506594793013400046532979104086,2.685261892478110201665231215884,-97,-31.785625132888299049227498471737,4,2


========================================================================

Current git-hash: e188e113bd67d7034e782e74dc3d1f1b616e1904 (version: 9280)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 03-29 06:00:51] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: 2b79d3e0-f351-47eb-baea-b84f13f198ad
 ____  _      _      _  ____  ____ _____ ____ 
/  _ \/ \__/|/ \  /|/ \/  _ \/  __Y__ __Y_   \
| / \|| |\/||| |\ ||| || / \||  \/| / \  /   /
| \_/|| |  ||| | \||| || \_/||  __/ | | /   /_
\____/\_/  \|\_/  \|\_/\____/\_/    \_/ \____/
                                              

omniopt --continue runs/multi_results_2_results_UNIFORM/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1
Continuation from runs/multi_results_2_results_UNIFORM/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_UNIFORM&run_nr=41 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: UNIFORM for 4 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=2

Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name          ┃ Type            ┃ Lower bound ┃ Upper bound ┃ Values                ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param     │ rangeparameter  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ rangeparameter  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choiceparameter │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ rangeparameter  │ -100        │ 10          │                       │ int   │ No         │
└───────────────┴─────────────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1     │         min │
│ RESULT2     │         min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a 
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃     float_param     ┃ int_param_two ┃ choice_param ┃   RESULT1    ┃   RESULT2    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      0      │    -59    │ -63.144344091415405 │      -49      │    hallo     │ 1.9710542886 │ 2.0551013018 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      1      │    -94    │ -45.30448393544114  │      -22      │    hallo     │ 1.3644010379 │ 2.3603207062 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      2      │    -70    │ -28.366492906546583 │      -72      │    hallo     │ 1.095054105  │ 2.4378372481 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           2           │ 6.00 sec  │ 6.00 sec  │   6.00 sec   │  6.00 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-03-29 06:00:54 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, Started OmniOpt2 run...
2026-03-29 06:00:54 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, getting new HP set (no sbatch)
2026-03-29 06:00:54 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2026-03-29 06:00:54 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, eval #1/1 start                    
2026-03-29 06:00:54 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, starting new job                   
2026-03-29 06:00:54 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, started new job                    
2026-03-29 06:01:03 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, new result: RESULT1: 1.095054, RESULT2: 2.437837
2026-03-29 06:01:06 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, 3 done, finishing jobs, finished 1 job          
2026-03-29 06:01:06 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, 3 done, getting new HP set (no sbatch)          
2026-03-29 06:01:06 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, 3 done, requested 1 jobs, got 1, 0.07 s/job     
2026-03-29 06:01:06 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, 3 done, eval #1/1 start                         
2026-03-29 06:01:06 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, 3 done, starting new job                        
2026-03-29 06:01:06 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, 3 done, started new job                         
2026-03-29 06:01:15 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, 3 done, new result: RESULT1: 1.506595, RESULT2: 2.685262
2026-03-29 06:01:18 (518eaa1d-922e-4e74-9534-83f3d7d65b54): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.093 │    1 │        0.093 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.105 │      │              │
│  Median │   0.105 │      │              │
│   Total │   0.210 │      │              │
│     Max │   0.117 │      │              │
│     Min │   0.093 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.030 │    1 │        0.030 │
│         2 │   0.075 │    1 │        0.075 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.053 │      │              │
│    Median │   0.053 │      │              │
│     Total │   0.105 │      │              │
│       Max │   0.075 │      │              │
│       Min │   0.030 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	20
max_eval	None
run_program	None
experiment_name	None
mem_gb	1
parameter	None
continue_previous_job	runs/multi_results_2_results_UNIFORM/0
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	None
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	False
send_anonymized_usage_stats	False
ui_url	None
root_venv_dir	/home/runner
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	False
revert_to_random_when_seemingly_exhausted	True
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	False
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
nr_evals_per_arm	1
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	20
worker_timeout	30
slurm_use_srun	False
time
partition
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	False
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
1774764052,743.50390625,28.7

`RESULT1` (goal: minimize)

Best value: 1.095054105
Achieved at:
- RESULT2 = 2.4378372481
- int_param = -70
- float_param = -28.366492906547
- int_param_two = -72

`RESULT2` (goal: minimize)

Best value: 2.0551013018
Achieved at:
- RESULT1 = 1.9710542886
- int_param = -59
- float_param = -63.144344091415
- int_param_two = -49

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-97	-70	-83.5	13.5	2
OO_Info_int_param_two	-72	4	-34	38	2
OO_Info_float_param	-31.7856	-28.3665	-30.0761	1.7096	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.0951	1.9711	1.4843	0.3175	4
RESULT2	2.0551	2.6853	2.3846	0.2249	4
int_param	-97	-59	-80	16.0156	4
float_param	-63.1443	-28.3665	-42.1502	13.6759	4
int_param_two	-72	4	-34.75	28.5252	4
choice_param	No numerical statistics available

submitit INFO (2026-03-29 06:00:54,800) - Starting with JobEnvironment(job_id=158024, hostname=runnervm19da2, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-03-29 06:00:54,800) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/158024/158024_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -70, "float_param": -28.366492906546583, "int_param_two": -72, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-70' --float_param='-28.3664929065465827307' --choice_param='hallo'  --int_param_two='-72' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1774760611.8411057
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1774761255.3113399
Last modification: 1774760611.8411057
Hostname: runnervm19da2
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-70' --float_param='-28.3664929065465827307' --choice_param='hallo'  --int_param_two='-72' --nr_results=2 
stdout:
 OO-Info: int_param: -70
OO-Info: int_param_two: -72
OO-Info: float_param: -28.3664929065465827307
OO-Info: choice_param: hallo
RESULT1: 1.09505410499787
RESULT2: 2.43783724806005

stderr was empty
Result: {'RESULT1': 1.09505410499787, 'RESULT2': 2.43783724806005}
Final-results: {'RESULT1': 1.09505410499787, 'RESULT2': 2.43783724806005}
EXIT_CODE: 0
submitit INFO (2026-03-29 06:01:02,267) - Job completed successfully
submitit INFO (2026-03-29 06:01:02,267) - Exiting after successful completion