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
-37	-72	-86.14164546132086	8	-37	-86.14164546132088	-72	8	-159655.315373971

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

2025-12-09 11:48:24 (9859d138-97d8-4e8a-993e-02a8b98e462a): BOTORCH_MODULAR, best RESULT: -159655.315373971, finishing jobs, finished 1 job

Git-Version

Commit: f1b3e8a1aee749c19e003694ca00321a8908380b (9124-5-gf1b3e8a1a)

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
0,1765280860,2,9859d138-97d8-4e8a-993e-02a8b98e462a,1765280862,1765280868,6,./.tests/optimization_example  --int_param='-37' --float_param='-86.1416454613208770752' --choice_param='8' --int_param_two='-72' --nr_results=1,0,,runnervmoqczp,-37,-72,-86.141645461320862864340597297996,8,0_0,COMPLETED,SOBOL,-159655.315373971010558307170867919922,-37,-86.1416454613208770751953125,-72,8
1,1765280877,2,9859d138-97d8-4e8a-993e-02a8b98e462a,1765280879,1765280885,6,./.tests/optimization_example  --int_param='5' --float_param='1.16895832231758456388' --choice_param='1' --int_param_two='3' --nr_results=1,0,,runnervmoqczp,5,3,1.168958322317584341831775418541,1,1_0,COMPLETED,BOTORCH_MODULAR,-564.488803361397003754973411560059,5,1.168958322317584563876380343572,3,1

This call should have shown the CURL, but didnt. Stdout: Error trying to create directory ./shares//runner/__main__tests__BOTORCH_MODULAR___nogridsearch/1181. Error:

ErrorException: mkdir(): File exists in /var/oo_gui/OmniOpt/.gui/share_functions.php:2060
Stack trace:
#0 [internal function]: {closure}()
#1 /var/oo_gui/OmniOpt/.gui/share_functions.php(2060): mkdir()
#2 /var/oo_gui/OmniOpt/.gui/share_functions.php(2126): create_new_folder()
#3 /var/oo_gui/OmniOpt/.gui/share_internal.php(129): get_user_folder()
#4 {main}


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

Current git-hash: f1b3e8a1aee749c19e003694ca00321a8908380b (last fully tested stable version 5 commits ago [359c0bec91c129ab01eb6a0644e046b6ae817f02, 9124])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-09 11:47:28] 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: 9350e298-0023-4776-abad-3bfba7f9ffb7
 .88888.                      oo  .88888.             dP   d8888b. 
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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'     
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
This call should have shown the CURL, but didnt. Stdout: Error trying to create directory ./shares//runner/__main__tests__BOTORCH_MODULAR___nogridsearch/1181. Error:

ErrorException: mkdir(): File exists in /var/oo_gui/OmniOpt/.gui/share_functions.php:2060
Stack trace:
#0 [internal function]: {closure}()
#1 /var/oo_gui/OmniOpt/.gui/share_functions.php(2060): mkdir()
#2 /var/oo_gui/OmniOpt/.gui/share_functions.php(2126): create_new_folder()
#3 /var/oo_gui/OmniOpt/.gui/share_internal.php(129): get_user_folder()
#4 {main}

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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -37               │ -72                   │ -86.14164546132086  │ 8                    │ -37       │ -86.14164546132088 │ -72           │ 8            │ -159655.315373971 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.046 │    1 │        0.046 │
│         2 │   0.393 │    1 │        0.393 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.219 │      │              │
│    Median │   0.219 │      │              │
│     Total │   0.439 │      │              │
│       Max │   0.393 │      │              │
│       Min │   0.046 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.255 │    1 │        0.255 │
│       2 │   0.090 │    1 │        0.090 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.173 │      │              │
│  Median │   0.173 │      │              │
│   Total │   0.345 │      │              │
│     Max │   0.255 │      │              │
│     Min │   0.090 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-09 11:47:40 (9859d138-97d8-4e8a-993e-02a8b98e462a): SOBOL, Started OmniOpt2 run...
2025-12-09 11:47:40 (9859d138-97d8-4e8a-993e-02a8b98e462a): SOBOL, getting new HP set (no sbatch)
2025-12-09 11:47:40 (9859d138-97d8-4e8a-993e-02a8b98e462a): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2025-12-09 11:47:40 (9859d138-97d8-4e8a-993e-02a8b98e462a): SOBOL, eval #1/1 start                    
2025-12-09 11:47:40 (9859d138-97d8-4e8a-993e-02a8b98e462a): SOBOL, starting new job                   
2025-12-09 11:47:40 (9859d138-97d8-4e8a-993e-02a8b98e462a): SOBOL, started new job                    
2025-12-09 11:47:49 (9859d138-97d8-4e8a-993e-02a8b98e462a): SOBOL, new result: RESULT: -159655.315374 
2025-12-09 11:47:56 (9859d138-97d8-4e8a-993e-02a8b98e462a): SOBOL, best RESULT: -159655.315373971, finishing jobs, finished 1 job
2025-12-09 11:47:57 (9859d138-97d8-4e8a-993e-02a8b98e462a): BOTORCH_MODULAR, best RESULT: -159655.315373971, getting new HP set (no sbatch)
2025-12-09 11:47:57 (9859d138-97d8-4e8a-993e-02a8b98e462a): BOTORCH_MODULAR, best RESULT: -159655.315373971, requested 1 jobs, got 1, 0.39 s/job
2025-12-09 11:47:57 (9859d138-97d8-4e8a-993e-02a8b98e462a): BOTORCH_MODULAR, best RESULT: -159655.315373971, eval #1/1 start                    
2025-12-09 11:47:57 (9859d138-97d8-4e8a-993e-02a8b98e462a): BOTORCH_MODULAR, best RESULT: -159655.315373971, starting new job                   
2025-12-09 11:47:57 (9859d138-97d8-4e8a-993e-02a8b98e462a): BOTORCH_MODULAR, best RESULT: -159655.315373971, started new job                    
2025-12-09 11:48:06 (9859d138-97d8-4e8a-993e-02a8b98e462a): BOTORCH_MODULAR, best RESULT: -159655.315373971, new result: RESULT: -564.488803    
2025-12-09 11:48:24 (9859d138-97d8-4e8a-993e-02a8b98e462a): BOTORCH_MODULAR, best RESULT: -159655.315373971, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.255 │    1 │        0.255 │
│       2 │   0.090 │    1 │        0.090 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.173 │      │              │
│  Median │   0.173 │      │              │
│   Total │   0.345 │      │              │
│     Max │   0.255 │      │              │
│     Min │   0.090 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.046 │    1 │        0.046 │
│         2 │   0.393 │    1 │        0.393 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.219 │      │              │
│    Median │   0.219 │      │              │
│     Total │   0.439 │      │              │
│       Max │   0.393 │      │              │
│       Min │   0.046 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9p…
experiment_name	__main__tests__BOTORCH_MODULAR___nogridsearch
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	True
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	True
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	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
1765280850,784.28125,27.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-37	5	-16	21	2
OO_Info_int_param_two	-72	3	-34.5	37.5	2
OO_Info_float_param	-86.1416	1.169	-42.4863	43.6553	2
OO_Info_choice_param	1	8	4.5	3.5	2
RESULT	-159655.3154	-564.4888	-80109.9021	79545.4133	2
int_param	-37	5	-16	21	2
float_param	-86.1416	1.169	-42.4863	43.6553	2
int_param_two	-72	3	-34.5	37.5	2
choice_param	1	8	4.5	3.5	2

/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2025-12-09 11:47:41,163) - Starting with JobEnvironment(job_id=91182, hostname=runnervmoqczp, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-09 11:47:41,163) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/91182/91182_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -37, "float_param": -86.14164546132088, "int_param_two": -72, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-37' --float_param='-86.1416454613208770752' --choice_param='8' --int_param_two='-72' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1765280377.2532153
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1765280862.7235477
Last modification: 1765280377.2532153
Hostname: runnervmoqczp
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-37' --float_param='-86.1416454613208770752' --choice_param='8' --int_param_two='-72' --nr_results=1
stdout:
 OO-Info: int_param: -37
OO-Info: int_param_two: -72
OO-Info: float_param: -86.1416454613208770752
OO-Info: choice_param: 8
RESULT: -159655.315373971

stderr was empty
Result: {'RESULT': -159655.315373971}
Final-results: {'RESULT': -159655.315373971}
EXIT_CODE: 0
submitit INFO (2025-12-09 11:47:48,740) - Job completed successfully
submitit INFO (2025-12-09 11:47:48,741) - Exiting after successful completion