OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	6
Max. nr. evaluations (from arguments)	2
Number random steps	1
Nr. of workers (parameter)	1
Nr. imported jobs	4

Best RESULT, min (total: 2 + inserted jobs: 4)

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
-75.0	-100.0	-1000.0	1.0	-75	-1000.0	-100	1	-10273925.32

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	5	5

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	rangeparameter	-100	10		int	No
float_param	rangeparameter	-1000	1000		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	6	0	6

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-05-09 10:41:59 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, best RESULT: -10273925.32, finishing jobs, finished 1 job

Git-Version

Commit: af4d9dc63de58ad2f202b26f252819cc15e559b1 (9298-4-gaf4d9dc63)

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,-121839.627854830992873758077621459961,3,-37.96266734600067138671875,-97,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-119826.550237189003382809460163116455,-94,-40.079518894049009247737558325753,-5,8
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-153736.519999999989522621035575866699,10,-100,-61,1
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-112438.919999999998253770172595977783,10,-100,-8,1
4,1778323297,2,ce58581c-86ef-449e-b883-5f6b17ba09cf,1778323299,1778323305,6,./.tests/optimization_example  --int_param='10' --float_param='-881.22151582314131701423' --choice_param='1' --int_param_two='-57' --nr_results=1,0,,runnervmrc6n4,10,-57,-881.221515823141317014233209192753,1,4_0,COMPLETED,BOTORCH_MODULAR,-7892295.4710786603391170501708984375,10,-881.221515823141317014233209192753,-57,1
5,1778323308,2,ce58581c-86ef-449e-b883-5f6b17ba09cf,1778323310,1778323316,6,./.tests/optimization_example  --int_param='-75' --float_param='-1000' --choice_param='1' --int_param_two='-100' --nr_results=1,0,,runnervmrc6n4,-75,-100,-1000,1,5_0,COMPLETED,BOTORCH_MODULAR,-10273925.320000000298023223876953125,-75,-1000,-100,1


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

Current git-hash: af4d9dc63de58ad2f202b26f252819cc15e559b1 (last fully tested stable version 4 commits ago [f2198bbca0ddfa2c54bbdce11bcb585e9153edd1, 9298])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:41:34] 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
Run-UUID: d72f937b-e793-4ecf-9b9a-c08b8af251e5
 .88888.                      oo  .88888.             dP   d8888b. 
d8'   `8b                        d8'   `8b            88       `88 
88     88 88d8b.d8b. 88d888b. dP 88     88 88d888b. d8888P .aaadP' 
88     88 88'`88'`88 88'  `88 88 88     88 88'  `88   88   88'     
Y8.   .8P 88  88  88 88    88 88 Y8.   .8P 88.  .88   88   88.     
 `8888P'  dP  dP  dP dP    dP dP  `8888P'  88Y888P'   dP   Y88888P 
                                           88                      
                                           dP                      

omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --parameter float_param range -1000 1000 float --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Changed parameter 'float_param': lower from -100.0 to -1000.0, upper from 10.0 to 1000.0, digits from None to 32
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=481 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 9 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  │ -1000       │ 1000        │                       │ 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: 4)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ 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       ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ -75.0             │ -100.0                │ -1000.0             │ 1.0                  │ -75       │ -1000.0     │ -100          │ 1            │ -10273925.32 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┘
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 10:41:36 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-05-09 10:41:37 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-05-09 10:41:37 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.74 s/job
2026-05-09 10:41:37 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, eval #1/1 start                    
2026-05-09 10:41:37 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, starting new job                   
2026-05-09 10:41:37 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, started new job                    
2026-05-09 10:41:46 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, new result: RESULT: -7892295.471079
2026-05-09 10:41:48 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, best RESULT: -7892295.47107866, finishing jobs, finished 1 job
2026-05-09 10:41:48 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, best RESULT: -7892295.47107866, getting new HP set (no sbatch)
2026-05-09 10:41:48 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, best RESULT: -7892295.47107866, requested 1 jobs, got 1, 0.77 s/job
2026-05-09 10:41:48 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, best RESULT: -7892295.47107866, eval #1/1 start                    
2026-05-09 10:41:48 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, best RESULT: -7892295.47107866, starting new job                   
2026-05-09 10:41:49 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, best RESULT: -7892295.47107866, started new job                    
2026-05-09 10:41:58 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, best RESULT: -7892295.47107866, new result: RESULT: -10273925.320000
2026-05-09 10:41:59 (ce58581c-86ef-449e-b883-5f6b17ba09cf): BOTORCH_MODULAR, best RESULT: -10273925.32, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.302 │    1 │        0.302 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.185 │      │              │
│  Median │   0.185 │      │              │
│   Total │   0.369 │      │              │
│     Max │   0.302 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.736 │    1 │        0.736 │
│         2 │   0.771 │    1 │        0.771 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.753 │      │              │
│    Median │   0.753 │      │              │
│     Total │   1.507 │      │              │
│       Max │   0.771 │      │              │
│       Min │   0.736 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	[['float_param', 'range', '-1000', '1000', 'float']]
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
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
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
1778323294,744.30859375,28.1

`RESULT` (goal: minimize)

Best value: -10273925.32
Achieved at:
- int_param = -75
- float_param = -1000
- int_param_two = -100
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-75	10	-32.5	42.5	2
OO_Info_int_param_two	-100	-57	-78.5	21.5	2
OO_Info_float_param	-1000	-881.2215	-940.6108	59.3892	2
OO_Info_choice_param	1	1	1	0	2
RESULT	-10273925.32	-112438.92	-3112343.7349	4277601.5255	6
int_param	-94	10	-22.6667	44.1349	6
float_param	-1000	-37.9627	-359.8773	412.8214	6
int_param_two	-100	-5	-54.6667	37.7212	6
choice_param	1	8	2.1667	2.6087	6

submitit INFO (2026-05-09 10:41:38,173) - Starting with JobEnvironment(job_id=69474, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 10:41:38,173) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/69474/69474_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": 10, "float_param": -881.2215158231413, "int_param_two": -57, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='10' --float_param='-881.22151582314131701423' --choice_param='1' --int_param_two='-57' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778322628.6787403
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778323221.9863026
Last modification: 1778322628.6787403
Hostname: runnervmrc6n4
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='10' --float_param='-881.22151582314131701423' --choice_param='1' --int_param_two='-57' --nr_results=1
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -57
OO-Info: float_param: -881.22151582314131701423
OO-Info: choice_param: 1
RESULT: -7892295.47107866

stderr was empty
Result: {'RESULT': -7892295.47107866}
Final-results: {'RESULT': -7892295.47107866}
EXIT_CODE: 0
submitit INFO (2026-05-09 10:41:45,650) - Job completed successfully
submitit INFO (2026-05-09 10:41:45,651) - Exiting after successful completion