OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	1

Best RESULT, min (total: 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
-5	-97	-79.12907625903716	4	-5	-79.12907625903718	-97	4	-175017.134721989

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	range	-100	10		int	No
float_param	range	-100	10		float	No
choice_param	choice			1, 2, 4, 8, 16, hallo
int_param_two	range	-100	10		int	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-02-23 13:31:52 (22a28b17-3488-4ecd-8099-370c2e223a48): BOTORCH_MODULAR, best RESULT: -175017.134721989, finishing jobs, finished 1 job

Git-Version

Commit: 546675340658df385b457111e2ecbf4badc7ab84 (9260-4-g546675340)

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
0,1771853490,2,22a28b17-3488-4ecd-8099-370c2e223a48,1771853492,1771853498,6,./.tests/optimization_example --int_param='-56' --float_param='-39.68187630176544189453' --choice_param='8'  --int_param_two='-41' --nr_results=1,0,,runnervmez679,-56,-41,-39.68187630176544189453125,8,0_0,COMPLETED,SOBOL,-78364.820698462703148834407329559326,-56,-39.68187630176544189453125,-41,8
1,1771853501,2,22a28b17-3488-4ecd-8099-370c2e223a48,1771853503,1771853509,6,./.tests/optimization_example --int_param='-5' --float_param='-79.12907625903717701021' --choice_param='4'  --int_param_two='-97' --nr_results=1,0,,runnervmez679,-5,-97,-79.129076259037162799359066411853,4,1_0,COMPLETED,BOTORCH_MODULAR,-175017.13472198898671194911003112793,-5,-79.129076259037177010213781613857,-97,4


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

Current git-hash: 546675340658df385b457111e2ecbf4badc7ab84 (last fully tested stable version 4 commits ago [58c866c868c07da88eccea8bc47a8de539dae9f1, 9260])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-23 13:31:26] 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]`.
Run-UUID: b298cf03-d613-4742-a5f5-74cdf7bc7b11
  _________________________________________________
 /                                                 \
| OmniOpt2 - Optimizing parameters with the flair o |
| f a magician pulling rabbits out of hats.         |
 \                                                 /
  =================================================
                                                 \
                                                  \
                                                   \
                                                    \
                                                              ,.
                                                             (_|,.
                                                             ,' /, )_______   _
                                                         __j o``-'        `.'-)'
                                                         (")                 \'
                                                         `-j                |
                                                           `-._(           /
                                                              |_\  |--^.  /
                                                             /_]'|_| /_)_/
                                                                 /_]'  /_]'
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=adding_old_jobs_to_new_jobs --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=adding_old_jobs_to_new_jobs&run_nr=19 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
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     │ range  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ range  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choice │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ range  │ -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)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -5                │ -97                   │ -79.12907625903716  │ 4                    │ -5        │ -79.12907625903718 │ -97           │ 4            │ -175017.134721989 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-02-23 13:31:30 (22a28b17-3488-4ecd-8099-370c2e223a48): SOBOL, Started OmniOpt2 run...
2026-02-23 13:31:30 (22a28b17-3488-4ecd-8099-370c2e223a48): SOBOL, getting new HP set (no sbatch)
2026-02-23 13:31:30 (22a28b17-3488-4ecd-8099-370c2e223a48): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-02-23 13:31:30 (22a28b17-3488-4ecd-8099-370c2e223a48): SOBOL, eval #1/1 start                    
2026-02-23 13:31:30 (22a28b17-3488-4ecd-8099-370c2e223a48): SOBOL, starting new job                   
2026-02-23 13:31:30 (22a28b17-3488-4ecd-8099-370c2e223a48): SOBOL, started new job                    
2026-02-23 13:31:39 (22a28b17-3488-4ecd-8099-370c2e223a48): SOBOL, new result: RESULT: -78364.820698  
2026-02-23 13:31:40 (22a28b17-3488-4ecd-8099-370c2e223a48): SOBOL, best RESULT: -78364.8206984627, finishing jobs, finished 1 job
2026-02-23 13:31:41 (22a28b17-3488-4ecd-8099-370c2e223a48): BOTORCH_MODULAR, best RESULT: -78364.8206984627, getting new HP set (no sbatch)
2026-02-23 13:31:41 (22a28b17-3488-4ecd-8099-370c2e223a48): BOTORCH_MODULAR, best RESULT: -78364.8206984627, requested 1 jobs, got 1, 0.53 s/job
2026-02-23 13:31:41 (22a28b17-3488-4ecd-8099-370c2e223a48): BOTORCH_MODULAR, best RESULT: -78364.8206984627, eval #1/1 start                    
2026-02-23 13:31:41 (22a28b17-3488-4ecd-8099-370c2e223a48): BOTORCH_MODULAR, best RESULT: -78364.8206984627, starting new job                   
2026-02-23 13:31:41 (22a28b17-3488-4ecd-8099-370c2e223a48): BOTORCH_MODULAR, best RESULT: -78364.8206984627, started new job                    
2026-02-23 13:31:50 (22a28b17-3488-4ecd-8099-370c2e223a48): BOTORCH_MODULAR, best RESULT: -78364.8206984627, new result: RESULT: -175017.134722 
2026-02-23 13:31:52 (22a28b17-3488-4ecd-8099-370c2e223a48): BOTORCH_MODULAR, best RESULT: -175017.134721989, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.075 │    1 │        0.075 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.096 │      │              │
│  Median │   0.096 │      │              │
│   Total │   0.192 │      │              │
│     Max │   0.117 │      │              │
│     Min │   0.075 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.030 │    1 │        0.030 │
│         2 │   0.528 │    1 │        0.528 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.279 │      │              │
│    Median │   0.279 │      │              │
│     Total │   0.558 │      │              │
│       Max │   0.528 │      │              │
│       Min │   0.030 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2lj…
experiment_name	adding_old_jobs_to_new_jobs
mem_gb	4
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'],
	['int_param_two', 'range', '-100', '10', 'int']]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	BOTORCH_MODULAR
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	False
revert_to_random_when_seemingly_exhausted	False
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	1
worker_timeout	5
slurm_use_srun	False
time	60
partition	alpha
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	True
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
1771853487,766.3046875,28.4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-56	-5	-30.5	25.5	2
OO_Info_int_param_two	-97	-41	-69	28	2
OO_Info_float_param	-79.1291	-39.6819	-59.4055	19.7236	2
OO_Info_choice_param	4	8	6	2	2
RESULT	-175017.1347	-78364.8207	-126690.9777	48326.157	2
int_param	-56	-5	-30.5	25.5	2
float_param	-79.1291	-39.6819	-59.4055	19.7236	2
int_param_two	-97	-41	-69	28	2
choice_param	4	8	6	2	2

submitit INFO (2026-02-23 13:31:30,442) - Starting with JobEnvironment(job_id=78720, hostname=runnervmez679, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-23 13:31:30,442) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/1/single_runs/78720/78720_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -56, "float_param": -39.68187630176544, "int_param_two": -41, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-56' --float_param='-39.68187630176544189453' --choice_param='8'  --int_param_two='-41' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1771852454.5232022
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1771853121.4436982
Last modification: 1771852454.5232022
Hostname: runnervmez679
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-56' --float_param='-39.68187630176544189453' --choice_param='8'  --int_param_two='-41' --nr_results=1
stdout:
 OO-Info: int_param: -56
OO-Info: int_param_two: -41
OO-Info: float_param: -39.68187630176544189453
OO-Info: choice_param: 8
RESULT: -78364.8206984627

stderr was empty
Result: {'RESULT': -78364.8206984627}
Final-results: {'RESULT': -78364.8206984627}
EXIT_CODE: 0
submitit INFO (2026-02-23 13:31:38,052) - Job completed successfully
submitit INFO (2026-02-23 13:31:38,053) - Exiting after successful completion