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
-79.0	10.0	-171.73178989940837	2.0	-79	-171.73178989940837	10	2	-383713.375610486

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

2025-11-23 03:37:45 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, best RESULT: -383713.375610486, finishing jobs, finished 1 job

Git-Version

Commit: 49f363966854052274c101fbfc2cfa1309f50d21 (9092)

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,-72431.986498493599356152117252349854,-18,-34.68862116336822509765625,-67,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-110551.351359968000906519591808319092,-18,-97.408999292038657813463942147791,4,2
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-203246.119999999995343387126922607422,-91,-100,10,2
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-138312.21362424100516363978385925293,-100,-47.161378072517713633260427741334,10,2
4,1763869040,2,a93f595e-f609-4f3d-8ca5-2220ba1ed5fe,1763869042,1763869048,6,./.tests/optimization_example  --int_param='-85' --float_param='-135.42177139225685778001' --choice_param='2' --int_param_two='10' --nr_results=1,0,,runnervmfxdz0,-85,10,-135.421771392256829358302638866007,2,4_0,COMPLETED,BOTORCH_MODULAR,-279006.858809392026159912347793579102,-85,-135.421771392256857780012069270015,10,2
5,1763869053,2,a93f595e-f609-4f3d-8ca5-2220ba1ed5fe,1763869055,1763869061,6,./.tests/optimization_example  --int_param='-79' --float_param='-171.73178989940836913775' --choice_param='2' --int_param_two='10' --nr_results=1,0,,runnervmfxdz0,-79,10,-171.731789899408369137745467014611,2,5_0,COMPLETED,BOTORCH_MODULAR,-383713.375610486022196710109710693359,-79,-171.731789899408369137745467014611,10,2

This call should have shown the CURL, but didnt. Stderr: , stdout: Error trying to create directory ./shares//runner/__main__tests__BOTORCH_MODULAR___nogridsearch/980. 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: 49f363966854052274c101fbfc2cfa1309f50d21 (version: 9092)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-23 03:36:58] 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: 910c1bbc-19c5-4586-b7d7-150481ddb1e0
  _____________________________________________
| OmniOpt2 - Unlocking the secrets of the grid. |
  =============================================
                                               \
                                                \
                                                 \
                                                  \
                                                                             ___-------___
                                                                         _-~~             ~~-_
                                                                      _-~                    /~-_
                                                    /^\__/^\         /~  \                   /    \
                                                  /|  O|| O|        /      \_______________/        \
                                                 | |___||__|      /       /                \          \
                                                 |          \    /      /                    \          \
                                                 |   (_______) /______/                        \_________ \
                                                 |         / /         \                      /            \
                                                  \         \^\\         \                  /               \     /
                                                    \         ||           \______________/      _-_       //\__//
                                                      \       ||------_-~~-_ ------------- \ --/~   ~\    || __/
                                                        ~-----||====/~     |==================|       |/~~~~~
                                                         (_(__/  ./     /                    \_\      \.
                                                                (_(___/                         \_____)_)
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
This call should have shown the CURL, but didnt. Stderr: , stdout: Error trying to create directory ./shares//runner/__main__tests__BOTORCH_MODULAR___nogridsearch/980. 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: 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -79.0             │ 10.0                  │ -171.73178989940837 │ 2.0                  │ -79       │ -171.73178989940837 │ 10            │ 2            │ -383713.375610486 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-23 03:37:19 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-23 03:37:20 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-23 03:37:20 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.09 s/job
2025-11-23 03:37:20 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-23 03:37:20 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, starting new job                   
2025-11-23 03:37:20 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, started new job                    
2025-11-23 03:37:29 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, new result: RESULT: -279006.858809 
2025-11-23 03:37:32 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, best RESULT: -279006.858809392, finishing jobs, finished 1 job
2025-11-23 03:37:33 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, best RESULT: -279006.858809392, getting new HP set (no sbatch)
2025-11-23 03:37:33 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, best RESULT: -279006.858809392, requested 1 jobs, got 1, 1.28 s/job
2025-11-23 03:37:33 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, best RESULT: -279006.858809392, eval #1/1 start                    
2025-11-23 03:37:33 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, best RESULT: -279006.858809392, starting new job                   
2025-11-23 03:37:33 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, best RESULT: -279006.858809392, started new job                    
2025-11-23 03:37:43 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, best RESULT: -279006.858809392, new result: RESULT: -383713.375610 
2025-11-23 03:37:45 (a93f595e-f609-4f3d-8ca5-2220ba1ed5fe): BOTORCH_MODULAR, best RESULT: -383713.375610486, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.100 │    1 │        0.100 │
│       2 │   0.068 │    1 │        0.068 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.084 │      │              │
│  Median │   0.084 │      │              │
│   Total │   0.168 │      │              │
│     Max │   0.100 │      │              │
│     Min │   0.068 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.088 │    1 │        1.088 │
│         2 │   1.277 │    1 │        1.277 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.183 │      │              │
│    Median │   1.183 │      │              │
│     Total │   2.366 │      │              │
│       Max │   1.277 │      │              │
│       Min │   1.088 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1763869018,753.47265625,28.5

`RESULT` (goal: minimize)

Best value: -383713.37561049
Achieved at:
- int_param = -79
- float_param = -171.73178989941
- int_param_two = 10
- choice_param = 2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-85	-79	-82	3	2
OO_Info_int_param_two	10	10	10	0	2
OO_Info_float_param	-171.7318	-135.4218	-153.5768	18.155	2
OO_Info_choice_param	2	2	2	0	2
RESULT	-383713.3756	-72431.9865	-197876.9843	106502.1315	6
int_param	-100	-18	-65.1667	33.9481	6
float_param	-171.7318	-34.6886	-97.7354	47.3174	6
int_param_two	-67	10	-3.8333	28.3338	6
choice_param	2	4	2.3333	0.7454	6

submitit INFO (2025-11-23 03:37:21,007) - Starting with JobEnvironment(job_id=94747, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-23 03:37:21,007) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/94747/94747_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -85, "float_param": -135.42177139225686, "int_param_two": 10, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-85' --float_param='-135.42177139225685778001' --choice_param='2' --int_param_two='10' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1763868557.4316785
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763868927.7571688
Last modification: 1763868557.4316785
Hostname: runnervmfxdz0
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-85' --float_param='-135.42177139225685778001' --choice_param='2' --int_param_two='10' --nr_results=1
stdout:
 OO-Info: int_param: -85
OO-Info: int_param_two: 10
OO-Info: float_param: -135.42177139225685778001
OO-Info: choice_param: 2
RESULT: -279006.858809392

stderr was empty
Result: {'RESULT': -279006.858809392}
Final-results: {'RESULT': -279006.858809392}
EXIT_CODE: 0
submitit INFO (2025-11-23 03:37:28,457) - Job completed successfully
submitit INFO (2025-11-23 03:37:28,458) - Exiting after successful completion