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	2.0749301653	-66	-72.93636858463287	-25	8	1.1884511216

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

2025-10-21 08:50:03 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 66ac2725ecc1eb717e503e919d1181624d20068b (8689-7-g66ac2725e)

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,1.188451121599999993350138538517,2.074930165300000073358432928217,-66,-72.93636858463287353515625,-25,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.832327294699999997718009581149,2.426127287399999943318107398227,-45,-85.977230550188579627501894719899,8,2
2,1761036579,2,53ea0e64-7422-4b60-aec4-8cda1605c63a,1761036581,1761036587,6,./.tests/optimization_example --int_param='-11' --float_param='-80.70200387461176205761' --choice_param='4'  --int_param_two='-9' --nr_results=2,0,,runnervmnfq8z,-11,-9,-80.702003874611762057611485943198,4,2_0,COMPLETED,UNIFORM,1.752475659899999982371809892356,2.317807669600000064491496232222,-11,-80.702003874611762057611485943198,-9,4
3,1761036591,2,53ea0e64-7422-4b60-aec4-8cda1605c63a,1761036593,1761036599,6,./.tests/optimization_example --int_param='-57' --float_param='-17.25302484783532008805' --choice_param='2'  --int_param_two='-49' --nr_results=2,0,,runnervmnfq8z,-57,-49,-17.253024847835320088051958009601,2,3_0,COMPLETED,UNIFORM,1.284232876802890110923272004584,2.637439480840360062074978486635,-57,-17.253024847835320088051958009601,-49,2


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

Current git-hash: 66ac2725ecc1eb717e503e919d1181624d20068b (last fully tested stable version 7 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:49:37] 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: bad0b40b-2541-4a78-b4e1-44713abec7c4
  _________________________________________________
 /                                                 \
| OmniOpt2 - A small tweak, a big effect – the butt |
| erfly principle of tuning.                        |
 \                                                 /
  =================================================
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                                                                        __---__
                                                                     _-       /--______
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                                                          /XXXXX/ (      O     )   XXXXXX   \XXXXX\
                                                          XXXXX/   /            XXXXXX   \__ \XXXXX
                                                          XXXXXX__/          XXXXXX         \__---->
                                                  ---___  XXX__/          XXXXXX      \__         /
                                                    \-  --__/   ___/\  XXXXXX            /  ___--/=
                                                     \-\    ___/    XXXXXX              '--- XXXXXX
                                                        \-\/XXX\ XXXXXX                      /XXXXX
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                                                             \XXXXX--__/              __-- XXXX/
                                                              -XXXXXXXX---------------  XXXXXX-
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                                                                   ""VXXXXXXXXXXXXXXXXXXV""
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=19 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      │    -66    │ -72.93636858463287 │      -25      │      8       │ 1.1884511216 │ 2.0749301653 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-10-21 08:49:39 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, Started OmniOpt2 run...
2025-10-21 08:49:39 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, getting new HP set (no sbatch)
2025-10-21 08:49:39 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 08:49:39 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, eval #1/1 start                    
2025-10-21 08:49:39 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, starting new job                   
2025-10-21 08:49:39 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, started new job                    
2025-10-21 08:49:48 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, new result: 1.75247565990231       
2025-10-21 08:49:51 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, 3 done, finishing jobs, finished 1 job
2025-10-21 08:49:51 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, 3 done, getting new HP set (no sbatch)
2025-10-21 08:49:51 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, 3 done, requested 1 jobs, got 1, 0.07 s/job
2025-10-21 08:49:51 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, 3 done, eval #1/1 start                    
2025-10-21 08:49:51 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, 3 done, starting new job                   
2025-10-21 08:49:51 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, 3 done, started new job                    
2025-10-21 08:50:00 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, 3 done, new result: 1.28423287680289       
2025-10-21 08:50:03 (53ea0e64-7422-4b60-aec4-8cda1605c63a): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.095 │    1 │        0.095 │
│       2 │   0.086 │    1 │        0.086 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.090 │      │              │
│  Median │   0.090 │      │              │
│   Total │   0.181 │      │              │
│     Max │   0.095 │      │              │
│     Min │   0.086 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.031 │    1 │        0.031 │
│         2 │   0.073 │    1 │        0.073 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.052 │      │              │
│    Median │   0.052 │      │              │
│     Total │   0.104 │      │              │
│       Max │   0.073 │      │              │
│       Min │   0.031 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

timestamp,ram_usage_mb,cpu_usage_percent
1761036579,756.93359375,24.5

`RESULT1` (goal: minimize)

Best value: 1.1884511216
Achieved at:
- RESULT2 = 2.0749301653
- int_param = -66
- float_param = -72.936368584633
- int_param_two = -25
- choice_param = 8

`RESULT2` (goal: minimize)

Best value: 2.0749301653
Achieved at:
- RESULT1 = 1.1884511216
- int_param = -66
- float_param = -72.936368584633
- int_param_two = -25
- choice_param = 8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-57	-11	-34	23	2
OO_Info_int_param_two	-49	-9	-29	20	2
OO_Info_float_param	-80.702	-17.253	-48.9775	31.7245	2
OO_Info_choice_param	2	4	3	1	2
RESULT1	1.1885	1.8323	1.5144	0.2815	4
RESULT2	2.0749	2.6374	2.3641	0.2027	4
int_param	-66	-11	-44.75	20.8611	4
float_param	-85.9772	-17.253	-64.2172	27.5087	4
int_param_two	-49	8	-18.75	21.0045	4
choice_param	2	8	4	2.4495	4

submitit INFO (2025-10-21 08:49:39,817) - Starting with JobEnvironment(job_id=158297, hostname=runnervmnfq8z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-21 08:49:39,817) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/158297/158297_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -11, "float_param": -80.70200387461176, "int_param_two": -9, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-11' --float_param='-80.70200387461176205761' --choice_param='4'  --int_param_two='-9' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761033919.0067885
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761034297.223435
Last modification: 1761033919.0067885
Hostname: runnervmnfq8z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-11' --float_param='-80.70200387461176205761' --choice_param='4'  --int_param_two='-9' --nr_results=2 
stdout:
 OO-Info: int_param: -11
OO-Info: int_param_two: -9
OO-Info: float_param: -80.70200387461176205761
OO-Info: choice_param: 4
RESULT1: 1.75247565990231
RESULT2: 2.31780766960898

stderr was empty
Result: {'RESULT1': 1.75247565990231, 'RESULT2': 2.31780766960898}
Final-results: {'RESULT1': 1.75247565990231, 'RESULT2': 2.31780766960898}
EXIT_CODE: 0
submitit INFO (2025-10-21 08:49:47,362) - Job completed successfully
submitit INFO (2025-10-21 08:49:47,362) - Exiting after successful completion