OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	2
Number random steps	1
Number random steps (from arguments)	20
Nr. of workers (parameter)	20
Nr. imported jobs	1

Best RESULT, min (total: 1 + inserted jobs: 1)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	int_param_two	choice_param	RESULT
nan	nan	nan	nan	-5	-56.66387517005205	5	1	-39443.6550098776

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

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

Constraints

Constraints
int_param + 2*int_param_two >= 0
2*int_param_two >= 0

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-10-21 10:13:28 (41964b86-2400-4fe4-9f73-d94c5d48ae15): BOTORCH_MODULAR, best RESULT: -39443.6550098776, finishing jobs, finished 1 job

Git-Version

Commit: 28988fc1991bf218c08774c90a161646685e05ce (8689-9-g28988fc19)

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,RESULT,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-39443.655009877598786260932683944702,-5,-56.663875170052051544189453125,5,1
1,1761041597,2,41964b86-2400-4fe4-9f73-d94c5d48ae15,1761041599,1761041605,6,./.tests/optimization_example --random_sem --int_param='-5' --float_param='8.80675528390629125397' --choice_param='hallo' --int_param_two='5' --nr_results=1,0,,runnervmwhb2z,-5,5,8.806755283906291253970266552642,hallo,1_0,COMPLETED,BOTORCH_MODULAR,-1751.433857915480075462255626916885,-5,8.806755283906291253970266552642,5,hallo


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

Current git-hash: 28988fc1991bf218c08774c90a161646685e05ce (last fully tested stable version 9 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 10:13:09] 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: 1
Run-UUID: 68980572-9030-4701-bdba-c6ebae3a2c0e
  ___________________________________
| OmniOpt2 - Turning dials like a DJ! |
  ===================================
                                   \
                                    \
                                      ^__^
                                      (oo)\_______
                                      (__)\       )\/\
                                          ||----w |
                                          ||     ||
omniopt --continue runs/test_continued_constraint/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/test_continued_constraint/1
Continuation from runs/test_continued_constraint/0
You have less --max_eval 1 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=test_continued_constraint&run_nr=31 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 2 steps.
Run-Program: ./.tests/optimization_example --random_sem --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=1
                                           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         │
└───────────────┴─────────────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Constraints                      ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ int_param + 2*int_param_two >= 0 │
│ 2*int_param_two >= 0             │
└──────────────────────────────────┘
        Result-Names         
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT      │         min │
└─────────────┴─────────────┘
                                     Failed Jobs parameters                                     
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
                                                                Best RESULT, min (total: 1 + inserted jobs: 1)                                                                
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param        ┃ int_param_two ┃ choice_param ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ nan               │ nan                   │ nan                 │ nan                  │ -5        │ -56.66387517005205 │ 5             │ 1            │ -39443.6550098776 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
Not printing sixel graphics in CI
                                Runtime Infos                                 
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           1           │ 6.00 sec  │ 6.00 sec  │   6.00 sec   │  6.00 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-10-21 10:13:13 (41964b86-2400-4fe4-9f73-d94c5d48ae15): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-10-21 10:13:17 (41964b86-2400-4fe4-9f73-d94c5d48ae15): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-10-21 10:13:17 (41964b86-2400-4fe4-9f73-d94c5d48ae15): BOTORCH_MODULAR, requested 1 jobs, got 1, 4.90 s/job
2025-10-21 10:13:17 (41964b86-2400-4fe4-9f73-d94c5d48ae15): BOTORCH_MODULAR, eval #1/1 start                    
2025-10-21 10:13:17 (41964b86-2400-4fe4-9f73-d94c5d48ae15): BOTORCH_MODULAR, starting new job                   
2025-10-21 10:13:18 (41964b86-2400-4fe4-9f73-d94c5d48ae15): BOTORCH_MODULAR, started new job                    
2025-10-21 10:13:27 (41964b86-2400-4fe4-9f73-d94c5d48ae15): BOTORCH_MODULAR, new result: (-1751.43385791548, 0.923431867341609)
2025-10-21 10:13:28 (41964b86-2400-4fe4-9f73-d94c5d48ae15): BOTORCH_MODULAR, best RESULT: -39443.6550098776, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.220 │    1 │        0.220 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.220 │      │              │
│  Median │   0.220 │      │              │
│   Total │   0.220 │      │              │
│     Max │   0.220 │      │              │
│     Min │   0.220 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   4.900 │    1 │        4.900 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   4.900 │      │              │
│    Median │   4.900 │      │              │
│     Total │   4.900 │      │              │
│       Max │   4.900 │      │              │
│       Min │   4.900 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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/test_continued_constraint/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
1761041593,780.1171875,22.4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	1
OO_Info_int_param	-5	-5	-5	0	1
OO_Info_int_param_two	5	5	5	0	1
OO_Info_float_param	8.8068	8.8068	8.8068	0	1
OO_Info_choice_param	No numerical statistics available
RESULT	-39443.655	-1751.4339	-20597.5444	18846.1106	2
int_param	-5	-5	-5	0	2
float_param	-56.6639	8.8068	-23.9286	32.7353	2
int_param_two	5	5	5	0	2
choice_param	No numerical statistics available

/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 10:13:18,414) - Starting with JobEnvironment(job_id=137027, hostname=runnervmwhb2z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-21 10:13:18,414) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/test_continued_constraint/1/single_runs/137027/137027_submitted.pkl
Trial-Index: 1

Parameters: {"int_param": -5, "float_param": 8.806755283906291, "int_param_two": 5, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='-5' --float_param='8.80675528390629125397' --choice_param='hallo' --int_param_two='5' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761039390.151647
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761039808.1026375
Last modification: 1761039390.151647
Hostname: runnervmwhb2z
========
DEBUG INFOS END

./.tests/optimization_example --random_sem --int_param='-5' --float_param='8.80675528390629125397' --choice_param='hallo' --int_param_two='5' --nr_results=1
stdout:
 OO-Info: int_param: -5
OO-Info: int_param_two: 5
OO-Info: float_param: 8.80675528390629125397
OO-Info: choice_param: hallo
RESULT: -1751.43385791548
SEM-RESULT: 0.923431867341609

stderr was empty
Result: {'RESULT': -1751.43385791548}
Final-results: {'RESULT': (-1751.43385791548, 0.923431867341609)}
EXIT_CODE: 0
submitit INFO (2025-10-21 10:13:25,971) - Job completed successfully
submitit INFO (2025-10-21 10:13:25,972) - Exiting after successful completion