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
-19.0	10.0	10.0	4.0	2.79272786350654	-19	10.0	10	4	1.30226802437483

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	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

2026-05-09 11:10:11 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: cf2e55626bebd49c2a46db8f8463040a3a7c5932 (9300-1-gcf2e55626)

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,1.785301141500000188244712262531,2.199571204699999782405939185992,0,-35.24324953556060791015625,8,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.809697557500000053565258895105,2.382927943599999931478805592633,-75,-96.681591557797304403720772825181,-84,16
2,1778324985,2,0788fff9-dc6d-43b5-9abc-bbaa621e4224,1778324987,1778324993,6,./.tests/optimization_example --int_param='-51' --float_param='10' --choice_param='4'  --int_param_two='10' --nr_results=2,0,,runnervmeorf1,-51,10,10,4,2_0,COMPLETED,BOTORCH_MODULAR,1.518387837899999981416954142333,2.75448697980000023477487047785,-51,10,10,4
3,1778324999,1,0788fff9-dc6d-43b5-9abc-bbaa621e4224,1778325000,1778325006,6,./.tests/optimization_example --int_param='-19' --float_param='10' --choice_param='4'  --int_param_two='10' --nr_results=2,0,,runnervmeorf1,-19,10,10,4,3_0,COMPLETED,BOTORCH_MODULAR,1.302268024374829913369921996491,2.792727863506539787152860299102,-19,10,10,4


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

Current git-hash: cf2e55626bebd49c2a46db8f8463040a3a7c5932 (last fully tested stable version 1 commit ago [a1bc6c3dfabaef22cd17c850ed369173536efba5, 9300])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 11:09:40] ax.storage.sqa_store.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: 779d5ffd-8ee4-4d4d-b0fc-36d8dc703cd1
  ______   .___  ___. .__   __.  __    ______   .______   .___________.___   
 /  __  \  |   \/   | |  \ |  | |  |  /  __  \  |   _  \  |           |__ \  
|  |  |  | |  \  /  | |   \|  | |  | |  |  |  | |  |_)  | `---|  |----`  ) | 
|  |  |  | |  |\/|  | |  . `  | |  | |  |  |  | |   ___/      |  |      / /  
|  `--'  | |  |  |  | |  |\   | |  | |  `--'  | |  |          |  |     / /_  
 \______/  |__|  |__| |__| \__| |__|  \______/  | _|          |__|    |____| 
                                                                             

omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/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_BOTORCH_MODULAR&run_nr=116 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR 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      │     0     │ -35.24324953556061 │       8       │      4       │ 1.7853011415000002 │    2.1995712047    │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼────────────────────┤
│      2      │    -51    │         10         │      10       │      4       │    1.5183878379    │ 2.7544869798000002 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼────────────────────┤
│      3      │    -19    │         10         │      10       │      4       │  1.30226802437483  │  2.79272786350654  │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴────────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-05-09 11:09:43 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-05-09 11:09:45 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-05-09 11:09:45 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.18 s/job
2026-05-09 11:09:45 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, eval #1/1 start                    
2026-05-09 11:09:45 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, starting new job                   
2026-05-09 11:09:45 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, started new job                    
2026-05-09 11:09:54 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, new result: RESULT1: 1.518388, RESULT2: 2.754487
2026-05-09 11:09:57 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2026-05-09 11:09:58 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2026-05-09 11:09:59 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.28 s/job     
2026-05-09 11:09:59 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2026-05-09 11:09:59 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, 3 done, starting new job                        
2026-05-09 11:09:59 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, 3 done, started new job                         
2026-05-09 11:10:08 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.302268, RESULT2: 2.792728
2026-05-09 11:10:11 (0788fff9-dc6d-43b5-9abc-bbaa621e4224): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.250 │    1 │        0.250 │
│       2 │   0.101 │    1 │        0.101 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.175 │      │              │
│  Median │   0.175 │      │              │
│   Total │   0.351 │      │              │
│     Max │   0.250 │      │              │
│     Min │   0.101 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.177 │    1 │        1.177 │
│         2 │   1.275 │    1 │        1.275 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.226 │      │              │
│    Median │   1.226 │      │              │
│     Total │   2.452 │      │              │
│       Max │   1.275 │      │              │
│       Min │   1.177 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_BOTORCH_MODULAR/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
1778324982,773.8203125,26.8

`RESULT1` (goal: minimize)

Best value: 1.3022680243748
Achieved at:
- RESULT2 = 2.7927278635065
- int_param = -19
- float_param = 10
- int_param_two = 10
- choice_param = 4

`RESULT2` (goal: minimize)

Best value: 2.1995712047
Achieved at:
- RESULT1 = 1.7853011415
- int_param = 0
- float_param = -35.243249535561
- int_param_two = 8
- choice_param = 4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-51	-19	-35	16	2
OO_Info_int_param_two	10	10	10	0	2
OO_Info_float_param	10	10	10	0	2
OO_Info_choice_param	4	4	4	0	2
RESULT1	1.3023	1.8097	1.6039	0.2083	4
RESULT2	2.1996	2.7927	2.5324	0.2501	4
int_param	-75	0	-36.25	28.8563	4
float_param	-96.6816	10	-27.9812	43.7539	4
int_param_two	-84	10	-14	40.4228	4
choice_param	4	16	7	5.1962	4

submitit INFO (2026-05-09 11:09:45,642) - Starting with JobEnvironment(job_id=149980, hostname=runnervmeorf1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 11:09:45,642) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/149980/149980_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -51, "float_param": 10, "int_param_two": 10, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-51' --float_param='10' --choice_param='4'  --int_param_two='10' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778321415.7273512
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778322016.5397975
Last modification: 1778321415.7273512
Hostname: runnervmeorf1
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-51' --float_param='10' --choice_param='4'  --int_param_two='10' --nr_results=2 
stdout:
 OO-Info: int_param: -51
OO-Info: int_param_two: 10
OO-Info: float_param: 10
OO-Info: choice_param: 4
RESULT1: 1.5183878378748
RESULT2: 2.75448697977433

stderr was empty
Result: {'RESULT1': 1.5183878378748, 'RESULT2': 2.75448697977433}
Final-results: {'RESULT1': 1.5183878378748, 'RESULT2': 2.75448697977433}
EXIT_CODE: 0
submitit INFO (2026-05-09 11:09:53,117) - Job completed successfully
submitit INFO (2026-05-09 11:09:53,118) - Exiting after successful completion