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
10.0	-100.0	10.0	16	2.7324688666	10	10.0	-100	16	1.1513978258

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
SAASBO	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

2026-05-06 12:10:34 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: a2c5908472f90ba58f1892495ab3fc1b720df57f (9295-1-ga2c590847)

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,1.633854113399999974376441969071,2.768476324199999893949097895529,-85,-69.9151742458343505859375,-8,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.3989621851000000329889871864,2.64392507129999998483071976807,10,10,-100,1
2,1778069332,2,ee6342b5-264a-41a9-88e0-a44edd73c78e,1778069334,1778069340,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='16'  --int_param_two='-100' --nr_results=2,0,,runnervmeorf1,10,-100,10,16,2_0,COMPLETED,SAASBO,1.151397825799999941054352348146,2.732468866600000101385603556992,10,10,-100,16
3,1778069421,2,ee6342b5-264a-41a9-88e0-a44edd73c78e,1778069423,1778069429,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='hallo'  --int_param_two='-100' --nr_results=2,0,,runnervmeorf1,10,-100,10,hallo,3_0,COMPLETED,SAASBO,1.814208751385200102390626852866,2.558316446931229837247201430728,10,10,-100,hallo


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

Current git-hash: a2c5908472f90ba58f1892495ab3fc1b720df57f (last fully tested stable version 1 commit ago [aa6118605300e88fb4df35c4ce54545597b6252c, 9295])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 12:07:41] 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: 045b8461-ebd4-415d-9f7c-8f2f6bdca7e9
  ____                  _  ____        _   ___  
 / __ \                (_)/ __ \      | | |__ \ 
| |  | |_ __ ___  _ __  _| |  | |_ __ | |_   ) |
| |  | | '_ ` _ \| '_ \| | |  | | '_ \| __| / / 
| |__| | | | | | | | | | | |__| | |_) | |_ / /_ 
 \____/|_| |_| |_|_| |_|_|\____/| .__/ \__|____|
                                | |             
                                |_|             

omniopt --continue runs/multi_results_2_results_SAASBO/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/1
Continuation from runs/multi_results_2_results_SAASBO/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_SAASBO&run_nr=103 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SAASBO 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      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      1      │    10     │     10      │     -100      │      1       │  1.3989621851   │   2.6439250713   │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼─────────────────┼──────────────────┤
│      2      │    10     │     10      │     -100      │      16      │  1.1513978258   │   2.7324688666   │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼─────────────────┼──────────────────┤
│      3      │    10     │     10      │     -100      │    hallo     │ 1.8142087513852 │ 2.55831644693123 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴─────────────────┴──────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-05-06 12:07:45 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, Started OmniOpt2 run...
2026-05-06 12:08:52 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, getting new HP set (no sbatch)
2026-05-06 12:08:52 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, requested 1 jobs, got 1, 67.19 s/job
2026-05-06 12:08:52 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, eval #1/1 start                     
2026-05-06 12:08:52 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, starting new job                    
2026-05-06 12:08:52 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, started new job                     
2026-05-06 12:09:01 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, new result: RESULT1: 1.151398, RESULT2: 2.732469
2026-05-06 12:09:04 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, 3 done, finishing jobs, finished 1 job          
2026-05-06 12:10:21 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, 3 done, getting new HP set (no sbatch)          
2026-05-06 12:10:21 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, 3 done, requested 1 jobs, got 1, 76.79 s/job    
2026-05-06 12:10:21 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, 3 done, eval #1/1 start                         
2026-05-06 12:10:21 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, 3 done, starting new job                        
2026-05-06 12:10:21 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, 3 done, started new job                         
2026-05-06 12:10:30 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, 3 done, new result: RESULT1: 1.814209, RESULT2: 2.558316
2026-05-06 12:10:34 (ee6342b5-264a-41a9-88e0-a44edd73c78e): SAASBO, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.257 │    1 │        0.257 │
│       2 │   0.105 │    1 │        0.105 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.181 │      │              │
│  Median │   0.181 │      │              │
│   Total │   0.362 │      │              │
│     Max │   0.257 │      │              │
│     Min │   0.105 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │  67.192 │    1 │       67.192 │
│         2 │  76.787 │    1 │       76.787 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │  71.990 │      │              │
│    Median │  71.990 │      │              │
│     Total │ 143.979 │      │              │
│       Max │  76.787 │      │              │
│       Min │  67.192 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_SAASBO/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
1778069263,774.12109375,27
1778069332,803.99609375,49
1778069421,808.3046875,44.4

`RESULT1` (goal: minimize)

Best value: 1.1513978258
Achieved at:
- RESULT2 = 2.7324688666
- int_param = 10
- float_param = 10
- int_param_two = -100
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.5583164469312
Achieved at:
- RESULT1 = 1.8142087513852
- int_param = 10
- float_param = 10
- int_param_two = -100
- choice_param = hallo

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	10	10	10	0	2
OO_Info_int_param_two	-100	-100	-100	0	2
OO_Info_float_param	10	10	10	0	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.1514	1.8142	1.4996	0.2492	4
RESULT2	2.5583	2.7685	2.6758	0.0816	4
int_param	-85	10	-13.75	41.1362	4
float_param	-69.9152	10	-9.9788	34.6043	4
int_param_two	-100	-8	-77	39.8372	4
choice_param	No numerical statistics available

submitit INFO (2026-05-06 12:08:53,060) - Starting with JobEnvironment(job_id=144717, hostname=runnervmeorf1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-06 12:08:53,060) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/1/single_runs/144717/144717_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 10, "float_param": 10, "int_param_two": -100, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='16'  --int_param_two='-100' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778065794.8441277
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778066421.7337284
Last modification: 1778065794.8441277
Hostname: runnervmeorf1
========
DEBUG INFOS END

./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='16'  --int_param_two='-100' --nr_results=2 
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -100
OO-Info: float_param: 10
OO-Info: choice_param: 16
RESULT1: 1.15139782575807
RESULT2: 2.73246886660078

stderr was empty
Result: {'RESULT1': 1.15139782575807, 'RESULT2': 2.73246886660078}
Final-results: {'RESULT1': 1.15139782575807, 'RESULT2': 2.73246886660078}
EXIT_CODE: 0
submitit INFO (2026-05-06 12:09:00,559) - Job completed successfully
submitit INFO (2026-05-06 12:09:00,559) - Exiting after successful completion