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	0	-98.70923157781363	8	hallo	-108524.967144606

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

2025-12-28 12:55:42 (6baedd6f-46c9-4fd9-9884-87d4de06fcff): BOTORCH_MODULAR, best RESULT: -108524.967144606, finishing jobs, finished 1 job

Git-Version

Commit: 615815d7faceb30fd81f992ecff2c39b1a8872ef (9173-3-g615815d7f)

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,-108524.967144605994690209627151489258,0,-98.709231577813625335693359375,8,hallo
1,1766926531,2,6baedd6f-46c9-4fd9-9884-87d4de06fcff,1766926533,1766926539,6,./.tests/optimization_example --random_sem --int_param='4' --float_param='9.54629070744337226984' --choice_param='8' --int_param_two='1' --nr_results=1,0,,runnervmh13bl,4,1,9.546290707443372269835890620016,8,1_0,COMPLETED,BOTORCH_MODULAR,-740.407591965859978699882049113512,4,9.546290707443372269835890620016,1,8


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

Current git-hash: 615815d7faceb30fd81f992ecff2c39b1a8872ef (last fully tested stable version 3 commits ago [a9c21ad87ea89b1e05ea7b0e72bb8d5bea0cacb9, 9173])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 12:55:21] 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: 004edf1f-e87f-4b45-8a38-6f1314a6ebb2
   ____                  _ ____        __ ___ 
  / __ \____ ___  ____  (_) __ \____  / /|__ \
 / / / / __ `__ \/ __ \/ / / / / __ \/ __/_/ /
/ /_/ / / / / / / / / / / /_/ / /_/ / /_/ __/ 
\____/_/ /_/ /_/_/ /_/_/\____/ .___/\__/____/ 
                            /_/               

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=407 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                  │ 0         │ -98.70923157781363 │ 8             │ hallo        │ -108524.967144606 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-28 12:55:25 (6baedd6f-46c9-4fd9-9884-87d4de06fcff): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 12:55:31 (6baedd6f-46c9-4fd9-9884-87d4de06fcff): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 12:55:31 (6baedd6f-46c9-4fd9-9884-87d4de06fcff): BOTORCH_MODULAR, requested 1 jobs, got 1, 5.83 s/job
2025-12-28 12:55:31 (6baedd6f-46c9-4fd9-9884-87d4de06fcff): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-28 12:55:31 (6baedd6f-46c9-4fd9-9884-87d4de06fcff): BOTORCH_MODULAR, starting new job                   
2025-12-28 12:55:31 (6baedd6f-46c9-4fd9-9884-87d4de06fcff): BOTORCH_MODULAR, started new job                    
2025-12-28 12:55:40 (6baedd6f-46c9-4fd9-9884-87d4de06fcff): BOTORCH_MODULAR, new result: RESULT: -740.407592 (SEM: 0.104306)
2025-12-28 12:55:42 (6baedd6f-46c9-4fd9-9884-87d4de06fcff): BOTORCH_MODULAR, best RESULT: -108524.967144606, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.223 │    1 │        0.223 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.223 │      │              │
│  Median │   0.223 │      │              │
│   Total │   0.223 │      │              │
│     Max │   0.223 │      │              │
│     Min │   0.223 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   5.827 │    1 │        5.827 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   5.827 │      │              │
│    Median │   5.827 │      │              │
│     Total │   5.827 │      │              │
│       Max │   5.827 │      │              │
│       Min │   5.827 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1766926523,784.63671875,26.9

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	1
OO_Info_int_param	4	4	4	0	1
OO_Info_int_param_two	1	1	1	0	1
OO_Info_float_param	9.5463	9.5463	9.5463	0	1
OO_Info_choice_param	8	8	8	0	1
RESULT	-108524.9671	-740.4076	-54632.6874	53892.2798	2
int_param	0	4	2	2	2
float_param	-98.7092	9.5463	-44.5815	54.1278	2
int_param_two	1	8	4.5	3.5	2
choice_param	No numerical statistics available

submitit INFO (2025-12-28 12:55:32,079) - Starting with JobEnvironment(job_id=113876, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 12:55:32,079) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/test_continued_constraint/1/single_runs/113876/113876_submitted.pkl
Trial-Index: 1

Parameters: {"int_param": 4, "float_param": 9.546290707443372, "int_param_two": 1, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='4' --float_param='9.54629070744337226984' --choice_param='8' --int_param_two='1' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766924268.813132
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766924602.8450825
Last modification: 1766924268.813132
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --random_sem --int_param='4' --float_param='9.54629070744337226984' --choice_param='8' --int_param_two='1' --nr_results=1
stdout:
 OO-Info: int_param: 4
OO-Info: int_param_two: 1
OO-Info: float_param: 9.54629070744337226984
OO-Info: choice_param: 8
RESULT: -740.40759196586
SEM-RESULT: 0.104305775676952

stderr was empty
Result: {'RESULT': -740.40759196586}
Final-results: {'RESULT': (-740.40759196586, 0.104305775676952)}
EXIT_CODE: 0
submitit INFO (2025-12-28 12:55:39,557) - Job completed successfully
submitit INFO (2025-12-28 12:55:39,557) - Exiting after successful completion