OmniOpt2

Experiment overview

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

Best RESULT, min (total: 2 + inserted jobs: 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
-100.0	-58.0	-61.050567026081225	2.0	-100	-61.050567026081225	-58	2	-193436.494044669

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	3	3

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	rangeparameter	-100	10		int	No
float_param	rangeparameter	-100	10		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	4	0	4

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-11-20 12:50:04 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, best RESULT: -193436.494044669, finishing jobs, finished 1 job

Git-Version

Commit: 28912008445bcb36c874f684198cee5af77206e3 (9083-3-g289120084)

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,-101598.656414256998687051236629486084,-22,-20.50477683544158935546875,-89,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-179642.85467711099772714078426361084,-93,-84.643925994520515132535365410149,-12,2
2,1763642979,2,6784f2cf-bebc-4a52-ae27-7bcc183dbeb4,1763642981,1763642987,6,./.tests/optimization_example  --int_param='-27' --float_param='-100' --choice_param='2' --int_param_two='10' --nr_results=1,0,,runnervmfxdz0,-27,10,-100,2,2_0,COMPLETED,BOTORCH_MODULAR,-121198.119999999995343387126922607422,-27,-100,10,2
3,1763642992,2,6784f2cf-bebc-4a52-ae27-7bcc183dbeb4,1763642994,1763643000,6,./.tests/optimization_example  --int_param='-100' --float_param='-61.05056702608122520815' --choice_param='2' --int_param_two='-58' --nr_results=1,0,,runnervmfxdz0,-100,-58,-61.050567026081225208145042415708,2,3_0,COMPLETED,BOTORCH_MODULAR,-193436.494044669001596048474311828613,-100,-61.050567026081225208145042415708,-58,2


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

Current git-hash: 28912008445bcb36c874f684198cee5af77206e3 (last fully tested stable version 3 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 12:49:32] 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: dc5ff2fc-9687-42ae-b8ba-cac6cc67fdee
  ______   .___  ___. .__   __.  __    ______   .______   .___________.___   
 /  __  \  |   \/   | |  \ |  | |  |  /  __  \  |   _  \  |           |__ \  
|  |  |  | |  \  /  | |   \|  | |  | |  |  |  | |  |_)  | `---|  |----`  ) | 
|  |  |  | |  |\/|  | |  . `  | |  | |  |  |  | |   ___/      |  |      / /  
|  `--'  | |  |  |  | |  |\   | |  | |  `--'  | |  |          |  |     / /_  
 \______/  |__|  |__| |__| \__| |__|  \______/  | _|          |__|    |____| 
                                                                             

omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=861 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 5 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  │ -100        │ 10          │                       │ 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: 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -100.0            │ -58.0                 │ -61.050567026081225 │ 2.0                  │ -100      │ -61.050567026081225 │ -58           │ 2            │ -193436.494044669 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-20 12:49:38 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-20 12:49:39 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-20 12:49:39 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.23 s/job
2025-11-20 12:49:39 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-20 12:49:39 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, starting new job                   
2025-11-20 12:49:39 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, started new job                    
2025-11-20 12:49:48 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, new result: RESULT: -121198.120000 
2025-11-20 12:49:51 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, best RESULT: -179642.854677111, finishing jobs, finished 1 job
2025-11-20 12:49:52 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, best RESULT: -179642.854677111, getting new HP set (no sbatch)
2025-11-20 12:49:52 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, best RESULT: -179642.854677111, requested 1 jobs, got 1, 1.53 s/job
2025-11-20 12:49:52 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, best RESULT: -179642.854677111, eval #1/1 start                    
2025-11-20 12:49:52 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, best RESULT: -179642.854677111, starting new job                   
2025-11-20 12:49:52 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, best RESULT: -179642.854677111, started new job                    
2025-11-20 12:50:01 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, best RESULT: -179642.854677111, new result: RESULT: -193436.494045 
2025-11-20 12:50:04 (6784f2cf-bebc-4a52-ae27-7bcc183dbeb4): BOTORCH_MODULAR, best RESULT: -193436.494044669, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.108 │    1 │        0.108 │
│       2 │   0.076 │    1 │        0.076 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.092 │      │              │
│  Median │   0.092 │      │              │
│   Total │   0.184 │      │              │
│     Max │   0.108 │      │              │
│     Min │   0.076 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.230 │    1 │        1.230 │
│         2 │   1.527 │    1 │        1.527 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.379 │      │              │
│    Median │   1.379 │      │              │
│     Total │   2.757 │      │              │
│       Max │   1.527 │      │              │
│       Min │   1.230 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	None
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
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
1763642972,752.98046875,28.8

`RESULT` (goal: minimize)

Best value: -193436.49404467
Achieved at:
- int_param = -100
- float_param = -61.050567026081
- int_param_two = -58
- choice_param = 2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-27	-63.5	36.5	2
OO_Info_int_param_two	-58	10	-24	34	2
OO_Info_float_param	-100	-61.0506	-80.5253	19.4747	2
OO_Info_choice_param	2	2	2	0	2
RESULT	-193436.494	-101598.6564	-148969.0313	38514.3305	4
int_param	-100	-22	-60.5	36.1282	4
float_param	-100	-20.5048	-66.5498	29.9862	4
int_param_two	-89	10	-37.25	38.6612	4
choice_param	2	8	3.5	2.5981	4

submitit INFO (2025-11-20 12:49:39,700) - Starting with JobEnvironment(job_id=92926, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 12:49:39,700) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/single_runs/92926/92926_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -27, "float_param": -100.0, "int_param_two": 10, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-27' --float_param='-100' --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: 1763642555.9932134
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763642933.441899
Last modification: 1763642555.9932134
Hostname: runnervmfxdz0
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-27' --float_param='-100' --choice_param='2' --int_param_two='10' --nr_results=1
stdout:
 OO-Info: int_param: -27
OO-Info: int_param_two: 10
OO-Info: float_param: -100
OO-Info: choice_param: 2
RESULT: -121198.12

stderr was empty
Result: {'RESULT': -121198.12}
Final-results: {'RESULT': -121198.12}
EXIT_CODE: 0
submitit INFO (2025-11-20 12:49:47,354) - Job completed successfully
submitit INFO (2025-11-20 12:49:47,354) - Exiting after successful completion