OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	4
Number random steps	2
Number random steps (from arguments)	20
Nr. of workers (parameter)	20
Nr. imported jobs	2

Best RESULT1, min (total: 2 + inserted jobs: 2)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	RESULT2	int_param	float_param	int_param_two	choice_param	RESULT1
-51.0	-79.0	-10.758748524235104	2.0	2.2320474189	-51	-10.758748524235104	-79	2	1.2936513084999999

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
RESULT1	min
RESULT2	min

Last progressbar status

2026-03-26 10:06:54 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: e188e113bd67d7034e782e74dc3d1f1b616e1904 (9280)

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,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.88586250789999998467294517468,2.154200295299999901033061178168,-68,-64.062737524509429931640625,-45,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.792619928799999984292412591458,2.171654497600000066626080297283,2,-98.879523624732385655988764483482,-88,16
2,1774519588,2,2ea0019f-ebe8-480c-b873-9237ffa50cf6,1774519590,1774519596,6,./.tests/optimization_example --int_param='-51' --float_param='-10.75874852423510397159' --choice_param='2'  --int_param_two='-79' --nr_results=2,0,,runnervm46oaq,-51,-79,-10.758748524235103971591342997272,2,2_0,COMPLETED,BOTORCH_MODULAR,1.293651308499999874612740313751,2.232047418900000135266736833728,-51,-10.758748524235103971591342997272,-79,2
3,1774519602,2,2ea0019f-ebe8-480c-b873-9237ffa50cf6,1774519604,1774519610,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='4'  --int_param_two='-100' --nr_results=2,0,,runnervm46oaq,-100,-100,10,4,3_0,COMPLETED,BOTORCH_MODULAR,1.885711196418019985898695267679,2.891449319987689836608524274197,-100,10,-100,4


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

Current git-hash: e188e113bd67d7034e782e74dc3d1f1b616e1904 (version: 9280)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 03-26 10:06:23] ax.storage.sqa_store.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
Using old run's --max_eval: 2
Run-UUID: 35fa8aaa-4fd8-40b3-a956-2eed68a8a07b
 ____  _      _      _  ____  ____ _____ ____ 
/  _ \/ \__/|/ \  /|/ \/  _ \/  __Y__ __Y_   \
| / \|| |\/||| |\ ||| || / \||  \/| / \  /   /
| \_/|| |  ||| | \||| || \_/||  __/ | | /   /_
\____/\_/  \|\_/  \|\_/\____/\_/    \_/ \____/
                                              

omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=40 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 4 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=2

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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1     │         min │
│ RESULT2     │         min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a 
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃     float_param     ┃ int_param_two ┃ choice_param ┃      RESULT1       ┃   RESULT2    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      0      │    -68    │ -64.06273752450943  │      -45      │      4       │    1.8858625079    │ 2.1542002953 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      1      │     2     │ -98.87952362473239  │      -88      │      16      │    1.7926199288    │ 2.1716544976 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      2      │    -51    │ -10.758748524235104 │      -79      │      2       │ 1.2936513084999999 │ 2.2320474189 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-03-26 10:06:27 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-03-26 10:06:28 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-03-26 10:06:28 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.94 s/job
2026-03-26 10:06:28 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, eval #1/1 start                    
2026-03-26 10:06:28 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, starting new job                   
2026-03-26 10:06:28 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, started new job                    
2026-03-26 10:06:37 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, new result: RESULT1: 1.293651, RESULT2: 2.232047
2026-03-26 10:06:40 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2026-03-26 10:06:42 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2026-03-26 10:06:42 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.50 s/job     
2026-03-26 10:06:42 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2026-03-26 10:06:42 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, 3 done, starting new job                        
2026-03-26 10:06:42 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, 3 done, started new job                         
2026-03-26 10:06:51 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.885711, RESULT2: 2.891449
2026-03-26 10:06:54 (2ea0019f-ebe8-480c-b873-9237ffa50cf6): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.254 │    1 │        0.254 │
│       2 │   0.104 │    1 │        0.104 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.179 │      │              │
│  Median │   0.179 │      │              │
│   Total │   0.358 │      │              │
│     Max │   0.254 │      │              │
│     Min │   0.104 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.939 │    1 │        0.939 │
│         2 │   1.504 │    1 │        1.504 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.222 │      │              │
│    Median │   1.222 │      │              │
│     Total │   2.443 │      │              │
│       Max │   1.504 │      │              │
│       Min │   0.939 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	20
max_eval	None
run_program	None
experiment_name	None
mem_gb	1
parameter	None
continue_previous_job	runs/multi_results_2_results_BOTORCH_MODULAR/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	False
send_anonymized_usage_stats	False
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	False
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	20
worker_timeout	30
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
1774519585,773.4609375,28

`RESULT1` (goal: minimize)

Best value: 1.2936513085
Achieved at:
- RESULT2 = 2.2320474189
- int_param = -51
- float_param = -10.758748524235
- int_param_two = -79
- choice_param = 2

`RESULT2` (goal: minimize)

Best value: 2.1542002953
Achieved at:
- RESULT1 = 1.8858625079
- int_param = -68
- float_param = -64.062737524509
- int_param_two = -45
- choice_param = 4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-51	-75.5	24.5	2
OO_Info_int_param_two	-100	-79	-89.5	10.5	2
OO_Info_float_param	-10.7587	10	-0.3794	10.3794	2
OO_Info_choice_param	2	4	3	1	2
RESULT1	1.2937	1.8859	1.7145	0.2459	4
RESULT2	2.1542	2.8914	2.3623	0.3068	4
int_param	-100	2	-54.25	36.9349	4
float_param	-98.8795	10	-40.9253	43.0042	4
int_param_two	-100	-45	-78	20.4573	4
choice_param	2	16	6.5	5.5453	4

submitit INFO (2026-03-26 10:06:29,067) - Starting with JobEnvironment(job_id=151280, hostname=runnervm46oaq, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-03-26 10:06:29,067) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/151280/151280_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -51, "float_param": -10.758748524235104, "int_param_two": -79, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-51' --float_param='-10.75874852423510397159' --choice_param='2'  --int_param_two='-79' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1774515879.406137
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1774516533.7058449
Last modification: 1774515879.406137
Hostname: runnervm46oaq
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-51' --float_param='-10.75874852423510397159' --choice_param='2'  --int_param_two='-79' --nr_results=2 
stdout:
 OO-Info: int_param: -51
OO-Info: int_param_two: -79
OO-Info: float_param: -10.75874852423510397159
OO-Info: choice_param: 2
RESULT1: 1.29365130847237
RESULT2: 2.23204741892138

stderr was empty
Result: {'RESULT1': 1.29365130847237, 'RESULT2': 2.23204741892138}
Final-results: {'RESULT1': 1.29365130847237, 'RESULT2': 2.23204741892138}
EXIT_CODE: 0
submitit INFO (2026-03-26 10:06:36,571) - Job completed successfully
submitit INFO (2026-03-26 10:06:36,571) - Exiting after successful completion