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
-100.0	-95.0	-295.75933264900334	1.0	-100	-295.75933264900334	-95	1	-1114341.08175474

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

2025-11-04 17:14:54 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, best RESULT: -1114341.08175474, finishing jobs, finished 1 job

Git-Version

Commit: b84d59cce352dac3cf2d5c5bdd404b09f1e6ccd0 (9060-1-gb84d59cce)

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,-109750.645124011993175372481346130371,-58,5.111858844757080078125,-79,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-171378.099805461999494582414627075195,-72,-95.170843964429877814836800098419,-29,1
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-113545.320000000006984919309616088867,-11,-100,10,1
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-226417.320000000006984919309616088867,-95,-100,-35,1
4,1762276471,2,84b6a914-a0ea-41d0-9a80-ac69bab84c29,1762276473,1762276479,6,./.tests/optimization_example  --int_param='-100' --float_param='-231.01299136127545352792' --choice_param='1' --int_param_two='-76' --nr_results=1,0,,runnervmxu1zt,-100,-76,-231.012991361275453527923673391342,1,4_0,COMPLETED,BOTORCH_MODULAR,-732615.840912975021637976169586181641,-100,-231.012991361275453527923673391342,-76,1
5,1762276483,2,84b6a914-a0ea-41d0-9a80-ac69bab84c29,1762276485,1762276491,6,./.tests/optimization_example  --int_param='-100' --float_param='-295.75933264900334052072' --choice_param='1' --int_param_two='-95' --nr_results=1,0,,runnervmxu1zt,-100,-95,-295.759332649003340520721394568682,1,5_0,COMPLETED,BOTORCH_MODULAR,-1114341.081754740094766020774841308594,-100,-295.759332649003340520721394568682,-95,1


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

Current git-hash: b84d59cce352dac3cf2d5c5bdd404b09f1e6ccd0 (last fully tested stable version 1 commit ago [86ec80a2d91b6b5a1d9c417f907f93a644d0ab96, 9060])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 17:14:27] 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: 3a7c9e92-df4b-4e09-b8d2-03cb2826b322
                                                                             
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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=469 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -100.0            │ -95.0                 │ -295.75933264900334 │ 1.0                  │ -100      │ -295.75933264900334 │ -95           │ 1            │ -1114341.08175474 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-04 17:14:30 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-04 17:14:31 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-04 17:14:31 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.24 s/job
2025-11-04 17:14:31 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-04 17:14:31 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, starting new job                   
2025-11-04 17:14:32 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, started new job                    
2025-11-04 17:14:41 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, new result: RESULT: -732615.840913 
2025-11-04 17:14:42 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, best RESULT: -732615.840912975, finishing jobs, finished 1 job
2025-11-04 17:14:43 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, best RESULT: -732615.840912975, getting new HP set (no sbatch)
2025-11-04 17:14:43 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, best RESULT: -732615.840912975, requested 1 jobs, got 1, 0.99 s/job
2025-11-04 17:14:43 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, best RESULT: -732615.840912975, eval #1/1 start                    
2025-11-04 17:14:43 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, best RESULT: -732615.840912975, starting new job                   
2025-11-04 17:14:43 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, best RESULT: -732615.840912975, started new job                    
2025-11-04 17:14:52 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, best RESULT: -732615.840912975, new result: RESULT: -1114341.081755
2025-11-04 17:14:54 (84b6a914-a0ea-41d0-9a80-ac69bab84c29): BOTORCH_MODULAR, best RESULT: -1114341.08175474, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.095 │    1 │        0.095 │
│       2 │   0.063 │    1 │        0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.079 │      │              │
│  Median │   0.079 │      │              │
│   Total │   0.158 │      │              │
│     Max │   0.095 │      │              │
│     Min │   0.063 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.239 │    1 │        1.239 │
│         2 │   0.992 │    1 │        0.992 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.115 │      │              │
│    Median │   1.115 │      │              │
│     Total │   2.230 │      │              │
│       Max │   1.239 │      │              │
│       Min │   0.992 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1762276467,752.82421875,28.8

`RESULT` (goal: minimize)

Best value: -1114341.0817547
Achieved at:
- int_param = -100
- float_param = -295.759332649
- int_param_two = -95
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-100	-100	0	2
OO_Info_int_param_two	-95	-76	-85.5	9.5	2
OO_Info_float_param	-295.7593	-231.013	-263.3862	32.3732	2
OO_Info_choice_param	1	1	1	0	2
RESULT	-1114341.0818	-109750.6451	-411341.3846	380535.7207	6
int_param	-100	-11	-72.6667	31.6526	6
float_param	-295.7593	5.1119	-136.1386	98.9292	6
int_param_two	-95	10	-50.6667	36.0678	6
choice_param	1	4	1.5	1.118	6

submitit INFO (2025-11-04 17:14:32,280) - Starting with JobEnvironment(job_id=94670, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 17:14:32,280) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/94670/94670_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -100, "float_param": -231.01299136127545, "int_param_two": -76, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-100' --float_param='-231.01299136127545352792' --choice_param='1' --int_param_two='-76' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762276012.3040195
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762276390.6898935
Last modification: 1762276012.3040195
Hostname: runnervmxu1zt
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-100' --float_param='-231.01299136127545352792' --choice_param='1' --int_param_two='-76' --nr_results=1
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -76
OO-Info: float_param: -231.01299136127545352792
OO-Info: choice_param: 1
RESULT: -732615.840912975

stderr was empty
Result: {'RESULT': -732615.840912975}
Final-results: {'RESULT': -732615.840912975}
EXIT_CODE: 0
submitit INFO (2025-11-04 17:14:39,803) - Job completed successfully
submitit INFO (2025-11-04 17:14:39,803) - Exiting after successful completion