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
-82.0	10.0	-56.29540203508112	16	2.7694774671431	-82	-56.295402035081125	10	16	1.164282013503

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

2025-11-04 19:11:31 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 1eacf3041c19e479bd2ff269d046c55201c14bb5 (9069-1-g1eacf3041)

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,1.270282233699999929754653749114,2.54303979670000002144547579519,-65,-63.348962962627410888671875,-10,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.612933438800000063295669860963,2.126131988900000102660214906791,-80,-39.562076584445435400994028896093,-56,hallo
2,1762283464,2,bec72a0a-f1e1-48be-a50e-3678c2633868,1762283466,1762283472,6,./.tests/optimization_example --int_param='-15' --float_param='4.11143344678623634536' --choice_param='hallo'  --int_param_two='6' --nr_results=2,0,,runnervmxu1zt,-15,6,4.111433446786236345360521227121,hallo,2_0,COMPLETED,UNIFORM,1.464988762800000010599887900753,2.973511519500000144233808896388,-15,4.111433446786236345360521227121,6,hallo
3,1762283478,2,bec72a0a-f1e1-48be-a50e-3678c2633868,1762283480,1762283486,6,./.tests/optimization_example --int_param='-82' --float_param='-56.29540203508112483632' --choice_param='16'  --int_param_two='10' --nr_results=2,0,,runnervmxu1zt,-82,10,-56.295402035081117730896949069574,16,3_0,COMPLETED,UNIFORM,1.164282013503000090537398136803,2.769477467143099946866868776851,-82,-56.295402035081124836324306670576,10,16


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

Current git-hash: 1eacf3041c19e479bd2ff269d046c55201c14bb5 (last fully tested stable version 1 commit ago [7a7a36b0d71c0f21242cd3e193c84e6375482517, 9069])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 19:10:58] 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: 91f90a7e-0983-41fe-ba9d-f9ad1a3ea132
  _________________________________________________
 /                                                 \
| OmniOpt2 - Cranking the dials like a mad scientis |
| t - IT’S ALIIIIVE!                                |
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                                                       /           /\
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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=153 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      │    -65    │ -63.34896296262741  │      -10      │      2       │  1.2702822337  │  2.5430397967   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────┼─────────────────┤
│      1      │    -80    │ -39.562076584445435 │      -56      │    hallo     │  1.6129334388  │  2.1261319889   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────┼─────────────────┤
│      3      │    -82    │ -56.295402035081125 │      10       │      16      │ 1.164282013503 │ 2.7694774671431 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────┴─────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-04 19:11:04 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, Started OmniOpt2 run...
2025-11-04 19:11:04 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, getting new HP set (no sbatch)
2025-11-04 19:11:04 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 19:11:04 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, eval #1/1 start                    
2025-11-04 19:11:04 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, starting new job                   
2025-11-04 19:11:04 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, started new job                    
2025-11-04 19:11:13 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, new result: RESULT1: 1.464989, RESULT2: 2.973512
2025-11-04 19:11:18 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, 3 done, finishing jobs, finished 1 job          
2025-11-04 19:11:18 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, 3 done, getting new HP set (no sbatch)          
2025-11-04 19:11:18 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, 3 done, requested 1 jobs, got 1, 0.06 s/job     
2025-11-04 19:11:18 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, 3 done, eval #1/1 start                         
2025-11-04 19:11:18 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, 3 done, starting new job                        
2025-11-04 19:11:18 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, 3 done, started new job                         
2025-11-04 19:11:27 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, 3 done, new result: RESULT1: 1.164282, RESULT2: 2.769477
2025-11-04 19:11:31 (bec72a0a-f1e1-48be-a50e-3678c2633868): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.094 │    1 │        0.094 │
│       2 │   0.088 │    1 │        0.088 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.094 │      │              │
│     Min │   0.088 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.012 │    1 │        0.012 │
│         2 │   0.058 │    1 │        0.058 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.035 │      │              │
│    Median │   0.035 │      │              │
│     Total │   0.070 │      │              │
│       Max │   0.058 │      │              │
│       Min │   0.012 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762283459,753.02734375,28.8

`RESULT1` (goal: minimize)

Best value: 1.164282013503
Achieved at:
- RESULT2 = 2.7694774671431
- int_param = -82
- float_param = -56.295402035081
- int_param_two = 10
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.1261319889
Achieved at:
- RESULT1 = 1.6129334388
- int_param = -80
- float_param = -39.562076584445
- int_param_two = -56
- choice_param = hallo

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-82	-15	-48.5	33.5	2
OO_Info_int_param_two	6	10	8	2	2
OO_Info_float_param	-56.2954	4.1114	-26.092	30.2034	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.1643	1.6129	1.3781	0.1732	4
RESULT2	2.1261	2.9735	2.603	0.3146	4
int_param	-82	-15	-60.5	27.0786	4
float_param	-63.349	4.1114	-38.7738	26.2236	4
int_param_two	-56	10	-12.5	26.2059	4
choice_param	No numerical statistics available

submitit INFO (2025-11-04 19:11:05,159) - Starting with JobEnvironment(job_id=179640, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 19:11:05,159) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/179640/179640_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -15, "float_param": 4.111433446786236, "int_param_two": 6, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-15' --float_param='4.11143344678623634536' --choice_param='hallo'  --int_param_two='6' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762280181.530798
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762280570.4392753
Last modification: 1762280181.530798
Hostname: runnervmxu1zt
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-15' --float_param='4.11143344678623634536' --choice_param='hallo'  --int_param_two='6' --nr_results=2 
stdout:
 OO-Info: int_param: -15
OO-Info: int_param_two: 6
OO-Info: float_param: 4.11143344678623634536
OO-Info: choice_param: hallo
RESULT1: 1.46498876281931
RESULT2: 2.97351151946665

stderr was empty
Result: {'RESULT1': 1.46498876281931, 'RESULT2': 2.97351151946665}
Final-results: {'RESULT1': 1.46498876281931, 'RESULT2': 2.97351151946665}
EXIT_CODE: 0
submitit INFO (2025-11-04 19:11:12,684) - Job completed successfully
submitit INFO (2025-11-04 19:11:12,684) - Exiting after successful completion