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
nan	nan	nan	nan	2.8949253369	-68	-7.303513895564009	-37	4	1.0972754726

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

2025-11-27 14:30:57 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 359c0bec91c129ab01eb6a0644e046b6ae817f02 (9123-1-g359c0bec9)

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,1.144215840200000000592694959778,2.494062818200000197776944332873,-55,-90.98233796656131744384765625,-26,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.09727547260000002360413873248,2.894925336900000090167850430589,-68,-7.303513895564009317240561358631,-37,4
2,1764253829,2,76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e,1764253831,1764253837,6,./.tests/optimization_example --int_param='-4' --float_param='9.64512465643366567747' --choice_param='8'  --int_param_two='-42' --nr_results=2,0,,runnervmfxdz0,-4,-42,9.645124656433663901111685845535,8,2_0,COMPLETED,UNIFORM,1.528463538800000076633978096652,2.726342440899999886028126638848,-4,9.645124656433665677468525245786,-42,8
3,1764253843,2,76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e,1764253845,1764253851,6,./.tests/optimization_example --int_param='0' --float_param='-38.04363839903375321683' --choice_param='8'  --int_param_two='-41' --nr_results=2,0,,runnervmfxdz0,0,-41,-38.04363839903375321682688081637,8,3_0,COMPLETED,UNIFORM,1.802523496401589930826503405115,2.901097328492570071034606371541,0,-38.04363839903375321682688081637,-41,8


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

Current git-hash: 359c0bec91c129ab01eb6a0644e046b6ae817f02 (last fully tested stable version 1 commit ago [149338e20c0f6b4e7b249fcb8ee3d494e899b2b1, 9123])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-27 14:30:24] 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
Using old run's --max_eval: 2
Run-UUID: 2966ad88-555f-4180-b6c8-e60ddee5426b
  __________________________________________
| OmniOpt2 - Precision tuning, no shortcuts. |
  ==========================================
                                                \
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                                                                     / `.   .' \
                                                             .---.  <    > <    >  .---.
                                                             |    \  \ - ~ ~ - /  /    |
                                                 _____        ~-..-~             ~-..-~
                                                |     |   \~~~\.'                    `./~~~/
                                               ---------   \__/                        \__/
                                              .'  O    \     /               /       \  "
                                             (_____,    `._.'               |         }  \/~~~/
                                              `----.          /       }     |        /    \__/
                                                    `-.      |       /      |       /      `. ,~~|
                                                        ~-.__|      /_ - ~ ^|      /- _      `..-'   f:  f:
                                                             |     /        |     /     ~-.     `-. _|| _||_
                                                             |_____|        |_____|         ~ - . _ _ _ _ __>
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=265 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      │    -55    │ -90.98233796656132 │      -26      │    hallo     │ 1.1442158402 │ 2.4940628182 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      1      │    -68    │ -7.303513895564009 │      -37      │      4       │ 1.0972754726 │ 2.8949253369 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-27 14:30:29 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, Started OmniOpt2 run...
2025-11-27 14:30:29 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, getting new HP set (no sbatch)
2025-11-27 14:30:29 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2025-11-27 14:30:29 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, eval #1/1 start                    
2025-11-27 14:30:29 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, starting new job                   
2025-11-27 14:30:29 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, started new job                    
2025-11-27 14:30:38 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, new result: RESULT1: 1.528464, RESULT2: 2.726342
2025-11-27 14:30:43 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, 3 done, finishing jobs, finished 1 job          
2025-11-27 14:30:43 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, 3 done, getting new HP set (no sbatch)          
2025-11-27 14:30:43 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, 3 done, requested 1 jobs, got 1, 0.08 s/job     
2025-11-27 14:30:43 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, 3 done, eval #1/1 start                         
2025-11-27 14:30:43 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, 3 done, starting new job                        
2025-11-27 14:30:43 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, 3 done, started new job                         
2025-11-27 14:30:52 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, 3 done, new result: RESULT1: 1.802523, RESULT2: 2.901097
2025-11-27 14:30:57 (76aecee2-ab7b-4c14-ac47-dcdd54ae5c6e): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.109 │    1 │        0.109 │
│       2 │   0.094 │    1 │        0.094 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.101 │      │              │
│  Median │   0.101 │      │              │
│   Total │   0.202 │      │              │
│     Max │   0.109 │      │              │
│     Min │   0.094 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.030 │    1 │        0.030 │
│         2 │   0.077 │    1 │        0.077 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.054 │      │              │
│    Median │   0.054 │      │              │
│     Total │   0.107 │      │              │
│       Max │   0.077 │      │              │
│       Min │   0.030 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1764253825,758.9140625,28.7

`RESULT1` (goal: minimize)

Best value: 1.0972754726
Achieved at:
- RESULT2 = 2.8949253369
- int_param = -68
- float_param = -7.303513895564
- int_param_two = -37

`RESULT2` (goal: minimize)

Best value: 2.4940628182
Achieved at:
- RESULT1 = 1.1442158402
- int_param = -55
- float_param = -90.982337966561
- int_param_two = -26

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-4	0	-2	2	2
OO_Info_int_param_two	-42	-41	-41.5	0.5	2
OO_Info_float_param	-38.0436	9.6451	-14.1993	23.8444	2
OO_Info_choice_param	8	8	8	0	2
RESULT1	1.0973	1.8025	1.3931	0.2896	4
RESULT2	2.4941	2.9011	2.7541	0.1657	4
int_param	-68	0	-31.75	30.1361	4
float_param	-90.9823	9.6451	-31.6711	38.2728	4
int_param_two	-42	-26	-36.5	6.3443	4
choice_param	No numerical statistics available

submitit INFO (2025-11-27 14:30:30,138) - Starting with JobEnvironment(job_id=182890, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-27 14:30:30,138) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/182890/182890_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -4, "float_param": 9.645124656433666, "int_param_two": -42, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-4' --float_param='9.64512465643366567747' --choice_param='8'  --int_param_two='-42' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1764250364.1371346
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1764250747.759425
Last modification: 1764250364.1371346
Hostname: runnervmfxdz0
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-4' --float_param='9.64512465643366567747' --choice_param='8'  --int_param_two='-42' --nr_results=2 
stdout:
 OO-Info: int_param: -4
OO-Info: int_param_two: -42
OO-Info: float_param: 9.64512465643366567747
OO-Info: choice_param: 8
RESULT1: 1.52846353880978
RESULT2: 2.72634244090611

stderr was empty
Result: {'RESULT1': 1.52846353880978, 'RESULT2': 2.72634244090611}
Final-results: {'RESULT1': 1.52846353880978, 'RESULT2': 2.72634244090611}
EXIT_CODE: 0
submitit INFO (2025-11-27 14:30:37,651) - Job completed successfully
submitit INFO (2025-11-27 14:30:37,651) - Exiting after successful completion