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
10.0	-70.0	-100.0	16.0	2.908087544	10	-100.0	-70	16	1.3416003553

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

2026-02-15 05:58:13 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (9230)

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,1.396148651399999884858971199719,2.067929296600000022010590328136,-33,-53.55584681034088134765625,-93,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.557357636399999911702707322547,2.073104275699999998749945007148,-75,-1.64729374006627105053723880701,-13,1
2,1771135067,2,a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8,1771135069,1771135075,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='16'  --int_param_two='-70' --nr_results=2,0,,runnervmn36qa,10,-70,-100,16,2_0,COMPLETED,BOTORCH_MODULAR,1.341600355299999991487425177183,2.908087543999999802224465383915,10,-100,-70,16
3,1771135080,2,a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8,1771135082,1771135088,6,./.tests/optimization_example --int_param='10' --float_param='-48.74632925221393975335' --choice_param='16'  --int_param_two='-31' --nr_results=2,0,,runnervmn36qa,10,-31,-48.746329252213932647919136798009,16,3_0,COMPLETED,BOTORCH_MODULAR,1.678582872104930068246630980866,2.847688817509579806142028246541,10,-48.746329252213939753346494399011,-31,16


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

Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-15 05:57:43] 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: 5c9a2e77-27f1-4d85-a215-075d452bad34
 _____                 _ _____       _   _____ 
|  _  |               (_)  _  |     | | / __  \
| | | |_ __ ___  _ __  _| | | |_ __ | |_`' / /'
| | | | '_ ` _ \| '_ \| | | | | '_ \| __| / /  
\ \_/ / | | | | | | | | \ \_/ / |_) | |_./ /___
 \___/|_| |_| |_|_| |_|_|\___/| .__/ \__\_____/
                              | |              
                              |_|              

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=5 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      │    -33    │ -53.55584681034088 │      -93      │      16      │ 1.3961486513999999 │ 2.0679292966 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      2      │    10     │        -100        │      -70      │      16      │    1.3416003553    │ 2.908087544  │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-02-15 05:57:46 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-02-15 05:57:47 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-02-15 05:57:47 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.05 s/job
2026-02-15 05:57:47 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, eval #1/1 start                    
2026-02-15 05:57:47 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, starting new job                   
2026-02-15 05:57:47 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, started new job                    
2026-02-15 05:57:56 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, new result: RESULT1: 1.341600, RESULT2: 2.908088
2026-02-15 05:57:59 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2026-02-15 05:58:00 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2026-02-15 05:58:00 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.23 s/job     
2026-02-15 05:58:00 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2026-02-15 05:58:00 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, 3 done, starting new job                        
2026-02-15 05:58:01 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, 3 done, started new job                         
2026-02-15 05:58:10 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.678583, RESULT2: 2.847689
2026-02-15 05:58:13 (a5d2cb89-fd01-4da4-bbed-45ca4b8aa1c8): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.111 │    1 │        0.111 │
│       2 │   0.266 │    1 │        0.266 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.188 │      │              │
│  Median │   0.188 │      │              │
│   Total │   0.377 │      │              │
│     Max │   0.266 │      │              │
│     Min │   0.111 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.046 │    1 │        1.046 │
│         2 │   1.228 │    1 │        1.228 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.137 │      │              │
│    Median │   1.137 │      │              │
│     Total │   2.274 │      │              │
│       Max │   1.228 │      │              │
│       Min │   1.046 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1771135064,769.29296875,28.2

`RESULT1` (goal: minimize)

Best value: 1.3416003553
Achieved at:
- RESULT2 = 2.908087544
- int_param = 10
- float_param = -100
- int_param_two = -70
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.0679292966
Achieved at:
- RESULT1 = 1.3961486514
- int_param = -33
- float_param = -53.555846810341
- int_param_two = -93
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	10	10	10	0	2
OO_Info_int_param_two	-70	-31	-50.5	19.5	2
OO_Info_float_param	-100	-48.7463	-74.3732	25.6268	2
OO_Info_choice_param	16	16	16	0	2
RESULT1	1.3416	1.6786	1.4934	0.1331	4
RESULT2	2.0679	2.9081	2.4742	0.4043	4
int_param	-75	10	-22	35.2775	4
float_param	-100	-1.6473	-50.9874	34.8149	4
int_param_two	-93	-13	-51.75	31.4911	4
choice_param	1	16	12.25	6.4952	4

submitit INFO (2026-02-15 05:57:47,823) - Starting with JobEnvironment(job_id=150317, hostname=runnervmn36qa, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-15 05:57:47,823) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/150317/150317_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 10, "float_param": -100.0, "int_param_two": -70, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='16'  --int_param_two='-70' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1771131686.1722562
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1771132373.6367443
Last modification: 1771131686.1722562
Hostname: runnervmn36qa
========
DEBUG INFOS END

./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='16'  --int_param_two='-70' --nr_results=2 
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -70
OO-Info: float_param: -100
OO-Info: choice_param: 16
RESULT1: 1.34160035530022
RESULT2: 2.90808754400084

stderr was empty
Result: {'RESULT1': 1.34160035530022, 'RESULT2': 2.90808754400084}
Final-results: {'RESULT1': 1.34160035530022, 'RESULT2': 2.90808754400084}
EXIT_CODE: 0
submitit INFO (2026-02-15 05:57:55,462) - Job completed successfully
submitit INFO (2026-02-15 05:57:55,462) - Exiting after successful completion