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
-4.0	-42.0	-72.22533054633062	4.0	2.99946608054185	-4	-72.22533054633062	-42	4	1.06493442792362

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

2025-12-28 12:06:36 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 484a394c42320d418cbef555884a92b8c8b30895 (9169-2-g484a394c4)

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,1.936854311300000075490856943361,2.633129010300000238942175201373,-44,-98.70521315373480319976806640625,-31,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.111041493799999946290313346253,2.652680185899999987242381394026,-50,-76.162398861049638298936770297587,1,1
2,1766923573,2,e1d7a62c-ed9c-428d-8b4c-5391066329d6,1766923575,1766923581,6,./.tests/optimization_example --int_param='-99' --float_param='-94.52065473327290590078' --choice_param='2'  --int_param_two='-40' --nr_results=2,0,,runnervmh13bl,-99,-40,-94.520654733272891689921380020678,2,2_0,COMPLETED,UNIFORM,1.979993608400000049130085244542,2.783006451899999955656994643505,-99,-94.520654733272905900776095222682,-40,2
3,1766923585,1,e1d7a62c-ed9c-428d-8b4c-5391066329d6,1766923586,1766923592,6,./.tests/optimization_example --int_param='-4' --float_param='-72.22533054633062477023' --choice_param='4'  --int_param_two='-42' --nr_results=2,0,,runnervmh13bl,-4,-42,-72.225330546330624770234862808138,4,3_0,COMPLETED,UNIFORM,1.064934427923619919553743784491,2.999466080541850043772456047009,-4,-72.225330546330624770234862808138,-42,4


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

Current git-hash: 484a394c42320d418cbef555884a92b8c8b30895 (last fully tested stable version 2 commits ago [7df9cc742d72dd218d8e828d99d3902f6eff6df0, 9169])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 12:06:08] 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: 030459ac-b949-4865-8d3a-5a0d840ce931
 _____                 _ _____       _   _____ 
|  _  |               (_)  _  |     | | / __  \
| | | |_ __ ___  _ __  _| | | |_ __ | |_`' / /'
| | | | '_ ` _ \| '_ \| | | | | '_ \| __| / /  
\ \_/ / | | | | | | | | \ \_/ / |_) | |_./ /___
 \___/|_| |_| |_|_| |_|_|\___/| .__/ \__\_____/
                              | |              
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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=395 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      │    -44    │ -98.7052131537348  │      -31      │    hallo     │   1.9368543113   │ 2.6331290103000002 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼────────────────────┤
│      1      │    -50    │ -76.16239886104964 │       1       │      1       │   1.1110414938   │    2.6526801859    │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼────────────────────┤
│      3      │    -4     │ -72.22533054633062 │      -42      │      4       │ 1.06493442792362 │  2.99946608054185  │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴────────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-28 12:06:13 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, Started OmniOpt2 run...
2025-12-28 12:06:13 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, getting new HP set (no sbatch)
2025-12-28 12:06:13 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, requested 1 jobs, got 1, 0.04 s/job
2025-12-28 12:06:13 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, eval #1/1 start                    
2025-12-28 12:06:13 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, starting new job                   
2025-12-28 12:06:13 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, started new job                    
2025-12-28 12:06:22 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, new result: RESULT1: 1.979994, RESULT2: 2.783006
2025-12-28 12:06:24 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, 3 done, finishing jobs, finished 1 job          
2025-12-28 12:06:25 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, 3 done, getting new HP set (no sbatch)          
2025-12-28 12:06:25 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, 3 done, requested 1 jobs, got 1, 0.09 s/job     
2025-12-28 12:06:25 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, 3 done, eval #1/1 start                         
2025-12-28 12:06:25 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, 3 done, starting new job                        
2025-12-28 12:06:25 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, 3 done, started new job                         
2025-12-28 12:06:34 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, 3 done, new result: RESULT1: 1.064934, RESULT2: 2.999466
2025-12-28 12:06:36 (e1d7a62c-ed9c-428d-8b4c-5391066329d6): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.231 │    1 │        0.231 │
│       2 │   0.113 │    1 │        0.113 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.172 │      │              │
│  Median │   0.172 │      │              │
│   Total │   0.344 │      │              │
│     Max │   0.231 │      │              │
│     Min │   0.113 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.041 │    1 │        0.041 │
│         2 │   0.093 │    1 │        0.093 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.067 │      │              │
│    Median │   0.067 │      │              │
│     Total │   0.134 │      │              │
│       Max │   0.093 │      │              │
│       Min │   0.041 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1766923569,786.25,27.2

`RESULT1` (goal: minimize)

Best value: 1.0649344279236
Achieved at:
- RESULT2 = 2.9994660805419
- int_param = -4
- float_param = -72.225330546331
- int_param_two = -42

`RESULT2` (goal: minimize)

Best value: 2.6331290103
Achieved at:
- RESULT1 = 1.9368543113
- int_param = -44
- float_param = -98.705213153735
- int_param_two = -31

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-99	-4	-51.5	47.5	2
OO_Info_int_param_two	-42	-40	-41	1	2
OO_Info_float_param	-94.5207	-72.2253	-83.373	11.1477	2
OO_Info_choice_param	2	4	3	1	2
RESULT1	1.0649	1.98	1.5232	0.4358	4
RESULT2	2.6331	2.9995	2.7671	0.146	4
int_param	-99	-4	-49.25	33.7296	4
float_param	-98.7052	-72.2253	-85.4034	11.3921	4
int_param_two	-42	1	-28	17.2482	4
choice_param	No numerical statistics available

submitit INFO (2025-12-28 12:06:13,752) - Starting with JobEnvironment(job_id=142538, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 12:06:13,753) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/142538/142538_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -99, "float_param": -94.5206547332729, "int_param_two": -40, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-99' --float_param='-94.52065473327290590078' --choice_param='2'  --int_param_two='-40' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766920260.2686653
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766920600.3658423
Last modification: 1766920260.2686653
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-99' --float_param='-94.52065473327290590078' --choice_param='2'  --int_param_two='-40' --nr_results=2 
stdout:
 OO-Info: int_param: -99
OO-Info: int_param_two: -40
OO-Info: float_param: -94.52065473327290590078
OO-Info: choice_param: 2
RESULT1: 1.97999360838822
RESULT2: 2.78300645188162

stderr was empty
Result: {'RESULT1': 1.97999360838822, 'RESULT2': 2.78300645188162}
Final-results: {'RESULT1': 1.97999360838822, 'RESULT2': 2.78300645188162}
EXIT_CODE: 0
submitit INFO (2025-12-28 12:06:21,293) - Job completed successfully
submitit INFO (2025-12-28 12:06:21,293) - Exiting after successful completion