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
-99.0	-31.0	-12.957335193623322	16.0	2.95231343814837	-99	-12.957335193623322	-31	16	1.20800061321734

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
UNIFORM	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

2026-05-09 11:11:38 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: cf2e55626bebd49c2a46db8f8463040a3a7c5932 (9300-1-gcf2e55626)

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,1.212107205799999976036929183465,2.286620623800000196013115782989,-51,-10.36505401134490966796875,-57,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.692922671400000078634207056894,2.241222178900000194801123143407,-95,-74.375574870316540909698233008385,-43,4
2,1778325074,2,40b7284e-bf0e-40b9-bc9c-87b0116e7dfe,1778325076,1778325082,6,./.tests/optimization_example --int_param='7' --float_param='6.49227671247550119915' --choice_param='16'  --int_param_two='6' --nr_results=2,0,,runnervmeorf1,7,6,6.492276712475501199151040054858,16,2_0,COMPLETED,UNIFORM,1.676151477299999914549744062242,2.460045847900000026697853172664,7,6.492276712475501199151040054858,6,16
3,1778325086,2,40b7284e-bf0e-40b9-bc9c-87b0116e7dfe,1778325088,1778325094,6,./.tests/optimization_example --int_param='-99' --float_param='-12.9573351936233223114' --choice_param='16'  --int_param_two='-31' --nr_results=2,0,,runnervmeorf1,-99,-31,-12.957335193623322311395895667374,16,3_0,COMPLETED,UNIFORM,1.208000613217339980209885652584,2.952313438148370217106730706291,-99,-12.957335193623322311395895667374,-31,16


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

Current git-hash: cf2e55626bebd49c2a46db8f8463040a3a7c5932 (last fully tested stable version 1 commit ago [a1bc6c3dfabaef22cd17c850ed369173536efba5, 9300])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 11:11:10] 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: 6758c193-9f78-4747-a8e9-a98c654569fb
  _________________________________________
| OmniOpt2 - Animals are friends, not food! |
  =========================================
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                                             |   O   O  | \ \ |
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omniopt --continue runs/multi_results_2_results_UNIFORM/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1
Continuation from runs/multi_results_2_results_UNIFORM/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_UNIFORM&run_nr=115 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: UNIFORM 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      │    -51    │ -10.36505401134491  │      -57      │      16      │   1.2121072058   │   2.2866206238   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      1      │    -95    │ -74.37557487031654  │      -43      │      4       │   1.6929226714   │   2.2412221789   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -99    │ -12.957335193623322 │      -31      │      16      │ 1.20800061321734 │ 2.95231343814837 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-05-09 11:11:14 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, Started OmniOpt2 run...
2026-05-09 11:11:14 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, getting new HP set (no sbatch)
2026-05-09 11:11:14 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, requested 1 jobs, got 1, 0.05 s/job
2026-05-09 11:11:14 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, eval #1/1 start                    
2026-05-09 11:11:14 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, starting new job                   
2026-05-09 11:11:14 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, started new job                    
2026-05-09 11:11:23 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, new result: RESULT1: 1.676151, RESULT2: 2.460046
2026-05-09 11:11:26 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, 3 done, finishing jobs, finished 1 job          
2026-05-09 11:11:26 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, 3 done, getting new HP set (no sbatch)          
2026-05-09 11:11:26 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, 3 done, requested 1 jobs, got 1, 0.12 s/job     
2026-05-09 11:11:26 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, 3 done, eval #1/1 start                         
2026-05-09 11:11:26 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, 3 done, starting new job                        
2026-05-09 11:11:26 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, 3 done, started new job                         
2026-05-09 11:11:35 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, 3 done, new result: RESULT1: 1.208001, RESULT2: 2.952313
2026-05-09 11:11:38 (40b7284e-bf0e-40b9-bc9c-87b0116e7dfe): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.252 │    1 │        0.252 │
│       2 │   0.101 │    1 │        0.101 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.177 │      │              │
│  Median │   0.177 │      │              │
│   Total │   0.353 │      │              │
│     Max │   0.252 │      │              │
│     Min │   0.101 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.053 │    1 │        0.053 │
│         2 │   0.121 │    1 │        0.121 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.087 │      │              │
│    Median │   0.087 │      │              │
│     Total │   0.174 │      │              │
│       Max │   0.121 │      │              │
│       Min │   0.053 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_UNIFORM/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
1778325072,773.9296875,26.8

`RESULT1` (goal: minimize)

Best value: 1.2080006132173
Achieved at:
- RESULT2 = 2.9523134381484
- int_param = -99
- float_param = -12.957335193623
- int_param_two = -31
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.2412221789
Achieved at:
- RESULT1 = 1.6929226714
- int_param = -95
- float_param = -74.375574870317
- int_param_two = -43
- choice_param = 4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-99	7	-46	53	2
OO_Info_int_param_two	-31	6	-12.5	18.5	2
OO_Info_float_param	-12.9573	6.4923	-3.2325	9.7248	2
OO_Info_choice_param	16	16	16	0	2
RESULT1	1.208	1.6929	1.4473	0.2373	4
RESULT2	2.2412	2.9523	2.4851	0.2819	4
int_param	-99	7	-59.5	42.7639	4
float_param	-74.3756	6.4923	-22.8014	30.6985	4
int_param_two	-57	6	-31.25	23.392	4
choice_param	4	16	13	5.1962	4

submitit INFO (2026-05-09 11:11:14,784) - Starting with JobEnvironment(job_id=154888, hostname=runnervmeorf1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 11:11:14,785) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/154888/154888_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 7, "float_param": 6.492276712475501, "int_param_two": 6, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='7' --float_param='6.49227671247550119915' --choice_param='16'  --int_param_two='6' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778321415.7273512
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778322016.5397975
Last modification: 1778321415.7273512
Hostname: runnervmeorf1
========
DEBUG INFOS END

./.tests/optimization_example --int_param='7' --float_param='6.49227671247550119915' --choice_param='16'  --int_param_two='6' --nr_results=2 
stdout:
 OO-Info: int_param: 7
OO-Info: int_param_two: 6
OO-Info: float_param: 6.49227671247550119915
OO-Info: choice_param: 16
RESULT1: 1.67615147733978
RESULT2: 2.46004584789941

stderr was empty
Result: {'RESULT1': 1.67615147733978, 'RESULT2': 2.46004584789941}
Final-results: {'RESULT1': 1.67615147733978, 'RESULT2': 2.46004584789941}
EXIT_CODE: 0
submitit INFO (2026-05-09 11:11:22,258) - Job completed successfully
submitit INFO (2026-05-09 11:11:22,259) - Exiting after successful completion