OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	4
Max. nr. evaluations (from arguments)	2
Number random steps	1
Nr. of workers (parameter)	1
Nr. imported jobs	2

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

OO_Info_int_pa…	OO_Info_int_pa…	OO_Info_float…	OO_Info_choice…	int_param	float_param	int_param_two	choice_param	RESULT
nan	nan	nan	nan	-92	-90.483964233…	-69	1	-239815.994256…

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
RESULT	min

Last progressbar status

2026-07-20 19:15:12 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, best RESULT: -239815.99425696, ▁█▇▆, finishing jobs, finished 1 job

Git-Version

Commit: bb3da5498a7ec1994891f33dac83f626ca69e85c (9405-6-gbb3da5498)

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,RESULT,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-24059.958332345999224344268441200256,-3,-37.43658602237701416015625,-15,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-239815.994256959995254874229431152344,-92,-90.483964233246993558168469462544,-69,1
2,1784574884,2,dd56ad95-32a7-457c-8424-9fb0d9631531,1784574886,1784574892,6,./.tests/optimization_example  --int_param='-100' --float_param='-25.10191484053312649394' --choice_param='1' --int_param_two='-100' --nr_results=1,0,,runnervm3jd5f,-100,-100,-25.101914840533126493937743362039,1,2_0,COMPLETED,BOTORCH_MODULAR,-229036.572770667000440880656242370605,-100,-25.101914840533126493937743362039,-100,1
3,1784574900,2,dd56ad95-32a7-457c-8424-9fb0d9631531,1784574902,1784574908,6,./.tests/optimization_example  --int_param='-18' --float_param='-83.52113502766415820133' --choice_param='1' --int_param_two='-100' --nr_results=1,0,,runnervm3jd5f,-18,-100,-83.521135027664158201332611497492,1,3_0,COMPLETED,BOTORCH_MODULAR,-193211.233465858997078612446784973145,-18,-83.521135027664158201332611497492,-100,1


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

Current git-hash: bb3da5498a7ec1994891f33dac83f626ca69e85c (last fully tested stable version 6 commits ago [b9f1e470f24bdacf974e4cf9defd5b88ea683b32, 9405])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[INFO 07-20 19:14:35] ax.storage.sqa_store.with_db_settings_base: Ax SQL storage initialized with SQLAlchemy 2.0.51
Using old run's --time: 60
Using old run's --gpus: 0
Run-UUID: ca7b7e8a-ba95-4bab-a3e2-b2741d59747f
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:103: UserWarning: The Python dbus package is not installed.
Try installing it with your distribution's package manager, it is usually called python-dbus or python3-dbus, but you might have to try dbus-python instead, e.g. when using pip.
  warnings.warn(msg)
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
  warnings.warn("notify-send not found.")
  _________________________________________________
 /                                                 \
| OmniOpt2 - Adjusting parameters with the precisio |
| n of a laser-guided squirrel.                     |
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                                                              |_\  |--^.  /
                                                             /_]'|_| /_)_/
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omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=765 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 5 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=1
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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT      │         min │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2 + inserted jobs: 2)
┏━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_pa… ┃ OO_Info_int_pa… ┃ OO_Info_float… ┃ OO_Info_choice… ┃ int_param ┃ float_param    ┃ int_param_two ┃ choice_param ┃ RESULT          ┃
┡━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩
│ nan             │ nan             │ nan            │ nan             │ -92       │ -90.483964233… │ -69           │ 1            │ -239815.994256… │
└─────────────────┴─────────────────┴────────────────┴─────────────────┴───────────┴────────────────┴───────────────┴──────────────┴─────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

╭─────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ───────────────────────────────────────────────────────────────╮
│                                                                                                                                                    │
│  ✅  Optimization complete!                                                                                                                        │
│                                                                                                                                                    │
│    📊 Trials: 2 succeeded / 0 failed / 4 done / 4 submitted                                                                                        │
│    ⏱️  Duration: 49s                                                                                                                               │
│    🏆 Best RESULT: -239815.99425696                                                                                                                │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/results.csv                                  │
│    🤖 Model: BOTORCH_MODULAR                                                                                                                       │
│                                                                                                                                                    │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-07-20 19:14:39 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-07-20 19:14:43 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-07-20 19:14:43 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, requested 1 jobs, got 1, 4.65 s/job
2026-07-20 19:14:44 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, eval #1/1 start                    
2026-07-20 19:14:44 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, starting new job                   
2026-07-20 19:14:44 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, started new job                    
2026-07-20 19:14:53 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, new result: RESULT: -229036.572771 
2026-07-20 19:14:55 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, best RESULT: -239815.99425696, ▁█▇, finishing jobs, finished 1 job
2026-07-20 19:15:00 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, best RESULT: -239815.99425696, ▁█▇, getting new HP set (no sbatch)
2026-07-20 19:15:00 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, best RESULT: -239815.99425696, ▁█▇, requested 1 jobs, got 1, 5.29 s/job
2026-07-20 19:15:00 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, best RESULT: -239815.99425696, ▁█▇, eval #1/1 start                    
2026-07-20 19:15:00 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, best RESULT: -239815.99425696, ▁█▇, starting new job                   
2026-07-20 19:15:00 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, best RESULT: -239815.99425696, ▁█▇, started new job                    
2026-07-20 19:15:09 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, best RESULT: -239815.99425696, ▁█▇, new result: RESULT: -193211.233466 
2026-07-20 19:15:12 (dd56ad95-32a7-457c-8424-9fb0d9631531): BOTORCH_MODULAR, best RESULT: -239815.99425696, ▁█▇▆, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.265 │    1 │        0.265 │
│       2 │   0.095 │    1 │        0.095 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.180 │      │              │
│  Median │   0.180 │      │              │
│   Total │   0.360 │      │              │
│     Max │   0.265 │      │              │
│     Min │   0.095 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   4.650 │    1 │        4.650 │
│         2 │   5.293 │    1 │        5.293 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   4.972 │      │              │
│    Median │   4.972 │      │              │
│     Total │   9.943 │      │              │
│       Max │   5.293 │      │              │
│       Min │   4.650 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	None
experiment_name	None
mem_gb	4
parameter	None
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR___nogridsearch/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	True
send_anonymized_usage_stats	True
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	True
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
disable_notifications	False
dump_config	None
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	1
worker_timeout	10
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
1784574876,890.7265625,26.8

`RESULT` (goal: minimize)

Best value: -239815.99425696
Achieved at:
- choice_param = 1 (r=0.98, strong positive correlation)
- int_param_two = -69 (r=0.864, strong positive correlation)
- int_param = -92 (r=0.799, strong positive correlation)
- float_param = -90.483964233247 (r=0.398, weak positive correlation)

Top-5 Best Results

Parameter Sensitivity Ranking

Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-18	-59	41	2
OO_Info_int_param_two	-100	-100	-100	0	2
OO_Info_float_param	-83.5211	-25.1019	-54.3115	29.2096	2
OO_Info_choice_param	1	1	1	0	2
RESULT	-239815.9943	-24059.9583	-171530.9397	86872.7115	4
int_param	-100	-3	-53.25	43.1704	4
float_param	-90.484	-25.1019	-59.1359	28.313	4
int_param_two	-100	-15	-71	34.7203	4
choice_param	1	16	4.75	6.4952	4

submitit INFO (2026-07-20 19:14:44,502) - Starting with JobEnvironment(job_id=68172, hostname=runnervm3jd5f, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-07-20 19:14:44,502) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/single_runs/68172/68172_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -100, "float_param": -25.101914840533126, "int_param_two": -100, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-100' --float_param='-25.10191484053312649394' --choice_param='1' --int_param_two='-100' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1784574190.2052464
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1784574834.65346
Last modification: 1784574190.2052464
Hostname: runnervm3jd5f
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-100' --float_param='-25.10191484053312649394' --choice_param='1' --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -100
OO-Info: float_param: -25.10191484053312649394
OO-Info: choice_param: 1
RESULT: -229036.572770667

stderr was empty
Result: {'RESULT': -229036.572770667}
Final-results: {'RESULT': -229036.572770667}
EXIT_CODE: 0
submitit INFO (2026-07-20 19:14:52,079) - Job completed successfully
submitit INFO (2026-07-20 19:14:52,079) - Exiting after successful completion