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_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	int_param_two	choice_param	RESULT
-23.0	-97.0	-93.7187124739978	4.0	-23	-93.71871247399781	-97	4	-208569.961925239

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

2026-07-16 05:57:55 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, best RESULT: -208569.961925239, ▄▁▁█, finishing jobs, finished 1 job

Git-Version

Commit: 611f002d8dffbbf7205b3e78c037f864a1724a32 (9346-24-g611f002d8)

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,-151483.926603675005026161670684814453,-19,-89.0505218505859375,-71,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-101353.102115614005015231668949127197,-85,5.64669278749851244469937228132,-40,8
2,1784181451,2,720bf314-5397-48c1-9888-38cce8878441,1784181453,1784181459,6,./.tests/optimization_example  --int_param='10' --float_param='-100' --choice_param='4' --int_param_two='-5' --nr_results=1,0,,runnervm3jd5f,10,-5,-100,4,2_0,COMPLETED,BOTORCH_MODULAR,-111663.720000000001164153218269348145,10,-100,-5,4
3,1784181464,2,720bf314-5397-48c1-9888-38cce8878441,1784181466,1784181472,6,./.tests/optimization_example  --int_param='-23' --float_param='-93.71871247399781168497' --choice_param='4' --int_param_two='-97' --nr_results=1,0,,runnervm3jd5f,-23,-97,-93.718712473997797474112303461879,4,3_0,COMPLETED,BOTORCH_MODULAR,-208569.961925239011179655790328979492,-23,-93.718712473997811684967018663883,-97,4


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

Current git-hash: 611f002d8dffbbf7205b3e78c037f864a1724a32 (last fully tested stable version 24 commits ago [4d604d1144428d61572f1a083b390631a8aef853, 9346])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[INFO 07-16 05:57:24] 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: 3aa7288a-ac81-4d62-8de1-2e599a9538b8
/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 - Precision tuning, no shortcuts. |
  ==========================================
                                           \
                                            \
                                             \
                                              |\_/|,,_____,~~`
                                              (.".)~~     )`~}}
                                               \o/\ /---~\\ ~}}
                                                 _//    _// ~}
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=171 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_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param        ┃ int_param_two ┃ choice_param ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -23.0             │ -97.0                 │ -93.7187124739978   │ 4.0                  │ -23       │ -93.71871247399781 │ -97           │ 4            │ -208569.961925239 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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: 42s                                                                                                                                                                                 │
│    🏆 Best RESULT: -208569.961925239                                                                                                                                                                 │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/results.csv                                                                                    │
│    🤖 Model: BOTORCH_MODULAR                                                                                                                                                                         │
│                                                                                                                                                                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-07-16 05:57:27 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-07-16 05:57:31 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-07-16 05:57:31 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, requested 1 jobs, got 1, 3.99 s/job
2026-07-16 05:57:31 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, eval #1/1 start                    
2026-07-16 05:57:31 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, starting new job                   
2026-07-16 05:57:32 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, started new job                    
2026-07-16 05:57:41 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, new result: RESULT: -111663.720000 
2026-07-16 05:57:42 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, best RESULT: -151483.926603675, █▁▂, finishing jobs, finished 1 job
2026-07-16 05:57:44 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, best RESULT: -151483.926603675, █▁▂, getting new HP set (no sbatch)
2026-07-16 05:57:44 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, best RESULT: -151483.926603675, █▁▂, requested 1 jobs, got 1, 1.99 s/job
2026-07-16 05:57:44 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, best RESULT: -151483.926603675, █▁▂, eval #1/1 start                    
2026-07-16 05:57:44 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, best RESULT: -151483.926603675, █▁▂, starting new job                   
2026-07-16 05:57:44 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, best RESULT: -151483.926603675, █▁▂, started new job                    
2026-07-16 05:57:53 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, best RESULT: -151483.926603675, █▁▂, new result: RESULT: -208569.961925 
2026-07-16 05:57:55 (720bf314-5397-48c1-9888-38cce8878441): BOTORCH_MODULAR, best RESULT: -208569.961925239, ▄▁▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.266 │    1 │        0.266 │
│       2 │   0.096 │    1 │        0.096 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.181 │      │              │
│  Median │   0.181 │      │              │
│   Total │   0.361 │      │              │
│     Max │   0.266 │      │              │
│     Min │   0.096 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   3.990 │    1 │        3.990 │
│         2 │   1.994 │    1 │        1.994 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.992 │      │              │
│    Median │   2.992 │      │              │
│     Total │   5.984 │      │              │
│       Max │   3.990 │      │              │
│       Min │   1.994 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1784181446,890.4296875,26.8

`RESULT` (goal: minimize)

Best value: -208569.96192524
Achieved at:
- int_param_two = -97 (r=0.878, strong positive correlation)
- choice_param = 4 (r=0.575, moderate positive correlation)
- float_param = -93.718712473998 (r=0.537, moderate positive correlation)
- int_param = -23 (r=-0.273, weak negative 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	-23	10	-6.5	16.5	2
OO_Info_int_param_two	-97	-5	-51	46	2
OO_Info_float_param	-100	-93.7187	-96.8594	3.1406	2
OO_Info_choice_param	4	4	4	0	2
RESULT	-208569.9619	-101353.1021	-143267.6777	42093.7551	4
int_param	-85	10	-29.25	34.6148	4
float_param	-100	5.6467	-69.2806	43.4334	4
int_param_two	-97	-5	-53.25	34.3975	4
choice_param	4	8	5	1.7321	4

submitit INFO (2026-07-16 05:57:32,434) - Starting with JobEnvironment(job_id=68266, hostname=runnervm3jd5f, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-07-16 05:57:32,434) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/single_runs/68266/68266_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 10, "float_param": -100.0, "int_param_two": -5, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='10' --float_param='-100' --choice_param='4' --int_param_two='-5' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1784180735.663052
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1784181406.1564925
Last modification: 1784180735.663052
Hostname: runnervm3jd5f
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='10' --float_param='-100' --choice_param='4' --int_param_two='-5' --nr_results=1
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -5
OO-Info: float_param: -100
OO-Info: choice_param: 4
RESULT: -111663.72

stderr was empty
Result: {'RESULT': -111663.72}
Final-results: {'RESULT': -111663.72}
EXIT_CODE: 0
submitit INFO (2026-07-16 05:57:39,982) - Job completed successfully
submitit INFO (2026-07-16 05:57:39,982) - Exiting after successful completion