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
nan	nan	nan	nan	2.0016614241	-35	-21.96707546710968	-57	1	1.0001395385

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BO_MIXED	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 17:32:20 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: f91603a9029e4ea79c13559542e6e6fde31b15d8 (9200)

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,1.00013953850000003598097464419,2.001661424099999919690162641928,-35,-21.96707546710968017578125,-57,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.993839291900000088020306066028,2.938264306000000214424972000415,-100,-100,10,2
2,1766943109,2,f86cfeef-3fa1-44a9-893a-638e981f2a21,1766943111,1766943117,6,./.tests/optimization_example --int_param='-37' --float_param='-53.43899508118001762114' --choice_param='1'  --int_param_two='-45' --nr_results=2,0,,runnervmh13bl,-37,-45,-53.438995081180017621136357774958,1,2_0,COMPLETED,BO_MIXED,1.702391798699999903021762293065,2.847309727499999887356807448668,-37,-53.438995081180017621136357774958,-45,1
3,1766943127,2,f86cfeef-3fa1-44a9-893a-638e981f2a21,1766943129,1766943135,6,./.tests/optimization_example --int_param='-35' --float_param='-20.3263250419994250251' --choice_param='4'  --int_param_two='-58' --nr_results=2,0,,runnervmh13bl,-35,-58,-20.326325041999425025096570607275,4,3_0,COMPLETED,BO_MIXED,1.827882004975440066729674981616,2.069020430880729843892140706885,-35,-20.326325041999425025096570607275,-58,4


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

Current git-hash: f91603a9029e4ea79c13559542e6e6fde31b15d8 (version: 9200)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 17:31:36] 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: 75ec7b89-77f5-4470-a8d3-961bf80ee984
  _____________________________________
| OmniOpt2 - When it clicks, it sticks! |
  =====================================
                                           \
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                                                                / `.   .' \
                                                        .---.  <    > <    >  .---.
                                                        |    \  \ - ~ ~ - /  /    |
                                            _____        ~-..-~             ~-..-~
                                           |     |   \~~~\.'                    `./~~~/
                                          ---------   \__/                        \__/
                                         .'  O    \     /               /       \  "
                                        (_____,    `._.'               |         }  \/~~~/
                                         `----.          /       }     |        /    \__/
                                               `-.      |       /      |       /      `. ,~~|
                                                   ~-.__|      /_ - ~ ^|      /- _      `..-'   f:  f:
                                                        |     /        |     /     ~-.     `-. _|| _||_
                                                        |_____|        |_____|         ~ - . _ _ _ _ __>
omniopt --continue runs/multi_results_2_results_BO_MIXED/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1
Continuation from runs/multi_results_2_results_BO_MIXED/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_BO_MIXED&run_nr=479 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BO_MIXED 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      │    -35    │ -21.96707546710968 │      -57      │      1       │ 1.0001395385 │ 2.0016614241 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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 17:31:41 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, Started OmniOpt2 run...
2025-12-28 17:31:49 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, getting new HP set (no sbatch)
2025-12-28 17:31:49 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, requested 1 jobs, got 1, 8.05 s/job
2025-12-28 17:31:49 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, eval #1/1 start                    
2025-12-28 17:31:49 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, starting new job                   
2025-12-28 17:31:49 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, started new job                    
2025-12-28 17:31:58 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, new result: RESULT1: 1.702392, RESULT2: 2.847310
2025-12-28 17:32:01 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2025-12-28 17:32:07 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2025-12-28 17:32:07 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, 3 done, requested 1 jobs, got 1, 5.60 s/job     
2025-12-28 17:32:07 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, 3 done, eval #1/1 start                         
2025-12-28 17:32:07 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, 3 done, starting new job                        
2025-12-28 17:32:07 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, 3 done, started new job                         
2025-12-28 17:32:16 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, 3 done, new result: RESULT1: 1.827882, RESULT2: 2.069020
2025-12-28 17:32:20 (f86cfeef-3fa1-44a9-893a-638e981f2a21): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.232 │    1 │        0.232 │
│       2 │   0.120 │    1 │        0.120 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.176 │      │              │
│  Median │   0.176 │      │              │
│   Total │   0.352 │      │              │
│     Max │   0.232 │      │              │
│     Min │   0.120 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   8.050 │    1 │        8.050 │
│         2 │   5.601 │    1 │        5.601 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   6.826 │      │              │
│    Median │   6.826 │      │              │
│     Total │  13.651 │      │              │
│       Max │   8.050 │      │              │
│       Min │   5.601 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_BO_MIXED/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
1766943098,786.37109375,27

`RESULT1` (goal: minimize)

Best value: 1.0001395385
Achieved at:
- RESULT2 = 2.0016614241
- int_param = -35
- float_param = -21.96707546711
- int_param_two = -57
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.0016614241
Achieved at:
- RESULT1 = 1.0001395385
- int_param = -35
- float_param = -21.96707546711
- int_param_two = -57
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-37	-35	-36	1	2
OO_Info_int_param_two	-58	-45	-51.5	6.5	2
OO_Info_float_param	-53.439	-20.3263	-36.8827	16.5563	2
OO_Info_choice_param	1	4	2.5	1.5	2
RESULT1	1.0001	1.9938	1.6311	0.3786	4
RESULT2	2.0017	2.9383	2.4641	0.4306	4
int_param	-100	-35	-51.75	27.8691	4
float_param	-100	-20.3263	-48.9331	32.3019	4
int_param_two	-58	10	-37.5	27.8971	4
choice_param	1	4	2	1.2247	4

submitit INFO (2025-12-28 17:31:49,729) - Starting with JobEnvironment(job_id=158002, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 17:31:49,730) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/158002/158002_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -37, "float_param": -53.43899508118002, "choice_param": 1, "int_param_two": -45}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-37' --float_param='-53.43899508118001762114' --choice_param='1'  --int_param_two='-45' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766939194.259967
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766939857.4130223
Last modification: 1766939194.259967
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-37' --float_param='-53.43899508118001762114' --choice_param='1'  --int_param_two='-45' --nr_results=2 
stdout:
 OO-Info: int_param: -37
OO-Info: int_param_two: -45
OO-Info: float_param: -53.43899508118001762114
OO-Info: choice_param: 1
RESULT1: 1.70239179868168
RESULT2: 2.84730972754502

stderr was empty
Result: {'RESULT1': 1.70239179868168, 'RESULT2': 2.84730972754502}
Final-results: {'RESULT1': 1.70239179868168, 'RESULT2': 2.84730972754502}
EXIT_CODE: 0
submitit INFO (2025-12-28 17:31:57,297) - Job completed successfully
submitit INFO (2025-12-28 17:31:57,297) - Exiting after successful completion