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
-52.0	0.0	9.350249853063817	8.0	2.3261075123	-52	9.350249853063815	0	8	1.5805031851

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 07:37:13 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 2bfcf4ebab7e0b53d16282a8de94a4c409ec3fbf (8689-2-g2bfcf4eba)

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,1.628804007899999906072707744897,2.60303198039999994506388247828,-77,-50.901951491832733154296875,-14,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.904311346900000145865305967163,2.014304917600000077726463132421,-76,-38.534874725559369323946157237515,-74,8
2,1761032209,2,330ebf0e-4f73-41b2-8926-e7ec59b5024c,1761032211,1761032217,6,./.tests/optimization_example --int_param='-52' --float_param='9.3502498530638149532' --choice_param='8'  --int_param_two='0' --nr_results=2,0,,runnervmwhb2z,-52,0,9.35024985306381672955922113033,8,2_0,COMPLETED,UNIFORM,1.580503185099999985396834745188,2.32610751230000012412801879691,-52,9.35024985306381495320238173008,0,8
3,1761032221,2,330ebf0e-4f73-41b2-8926-e7ec59b5024c,1761032223,1761032229,6,./.tests/optimization_example --int_param='-94' --float_param='-50.63452001058342233364' --choice_param='1'  --int_param_two='-24' --nr_results=2,0,,runnervmwhb2z,-94,-24,-50.634520010583422333638736745343,1,3_0,COMPLETED,UNIFORM,1.939822486209779928145735539147,2.815691986910199950955302483635,-94,-50.634520010583422333638736745343,-24,1


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

Current git-hash: 2bfcf4ebab7e0b53d16282a8de94a4c409ec3fbf (last fully tested stable version 2 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 07:36:47] 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: 83cbe49e-b93e-4e90-8bc8-eb0ff44eb3ac
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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=7 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    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      1      │    -76    │ -38.53487472555937 │      -74      │      8       │ 1.9043113469000001 │ 2.0143049176 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      2      │    -52    │ 9.350249853063815  │       0       │      8       │    1.5805031851    │ 2.3261075123 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
                                     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 07:36:49 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, Started OmniOpt2 run...
2025-10-21 07:36:49 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, getting new HP set (no sbatch)
2025-10-21 07:36:49 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, requested 1 jobs, got 1, 0.04 s/job
2025-10-21 07:36:49 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, eval #1/1 start                    
2025-10-21 07:36:49 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, starting new job                   
2025-10-21 07:36:50 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, started new job                    
2025-10-21 07:36:59 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, new result: 1.58050318512051       
2025-10-21 07:37:01 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, 3 done, finishing jobs, finished 1 job
2025-10-21 07:37:01 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, 3 done, getting new HP set (no sbatch)
2025-10-21 07:37:01 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, 3 done, requested 1 jobs, got 1, 0.09 s/job
2025-10-21 07:37:01 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, 3 done, eval #1/1 start                    
2025-10-21 07:37:01 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, 3 done, starting new job                   
2025-10-21 07:37:01 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, 3 done, started new job                    
2025-10-21 07:37:10 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, 3 done, new result: 1.93982248620978       
2025-10-21 07:37:13 (330ebf0e-4f73-41b2-8926-e7ec59b5024c): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.218 │    1 │        0.218 │
│       2 │   0.104 │    1 │        0.104 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.161 │      │              │
│  Median │   0.161 │      │              │
│   Total │   0.322 │      │              │
│     Max │   0.218 │      │              │
│     Min │   0.104 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.044 │    1 │        0.044 │
│         2 │   0.094 │    1 │        0.094 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.069 │      │              │
│    Median │   0.069 │      │              │
│     Total │   0.138 │      │              │
│       Max │   0.094 │      │              │
│       Min │   0.044 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1761032209,781.59765625,24.8

`RESULT1` (goal: minimize)

Best value: 1.5805031851
Achieved at:
- RESULT2 = 2.3261075123
- int_param = -52
- float_param = 9.3502498530638
- int_param_two = 0
- choice_param = 8

`RESULT2` (goal: minimize)

Best value: 2.0143049176
Achieved at:
- RESULT1 = 1.9043113469
- int_param = -76
- float_param = -38.534874725559
- int_param_two = -74
- choice_param = 8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-94	-52	-73	21	2
OO_Info_int_param_two	-24	0	-12	12	2
OO_Info_float_param	-50.6345	9.3502	-20.6421	29.9924	2
OO_Info_choice_param	1	8	4.5	3.5	2
RESULT1	1.5805	1.9398	1.7634	0.1601	4
RESULT2	2.0143	2.8157	2.4398	0.3008	4
int_param	-94	-52	-74.75	14.9562	4
float_param	-50.902	9.3502	-32.6803	24.7751	4
int_param_two	-74	0	-28	27.8927	4
choice_param	1	8	6.25	3.0311	4

/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2025-10-21 07:36:50,350) - Starting with JobEnvironment(job_id=155027, hostname=runnervmwhb2z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-21 07:36:50,350) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/155027/155027_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -52, "float_param": 9.350249853063815, "int_param_two": 0, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-52' --float_param='9.3502498530638149532' --choice_param='8'  --int_param_two='0' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761029401.3006344
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761029752.56862
Last modification: 1761029401.3006344
Hostname: runnervmwhb2z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-52' --float_param='9.3502498530638149532' --choice_param='8'  --int_param_two='0' --nr_results=2 
stdout:
 OO-Info: int_param: -52
OO-Info: int_param_two: 0
OO-Info: float_param: 9.3502498530638149532
OO-Info: choice_param: 8
RESULT1: 1.58050318512051
RESULT2: 2.32610751231866

stderr was empty
Result: {'RESULT1': 1.58050318512051, 'RESULT2': 2.32610751231866}
Final-results: {'RESULT1': 1.58050318512051, 'RESULT2': 2.32610751231866}
EXIT_CODE: 0
submitit INFO (2025-10-21 07:36:57,864) - Job completed successfully
submitit INFO (2025-10-21 07:36:57,864) - Exiting after successful completion