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
9.0	9.0	-96.21007667714896	2.0	9	-96.21007667714898	9	2	-103130.116209944

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 17:12:43 (e2f1fa3d-73b0-4911-aeb5-a9f255b8c358): BOTORCH_MODULAR, best RESULT: -103130.116209944, finishing jobs, finished 1 job

Git-Version

Commit: f91603a9029e4ea79c13559542e6e6fde31b15d8 (9199-1-gf91603a90)

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,-9445.455357782400824362412095069885,-8,-21.9498336873948574066162109375,7,8
1,1766941952,2,e2f1fa3d-73b0-4911-aeb5-a9f255b8c358,1766941954,1766941960,6,./.tests/optimization_example --random_sem --int_param='9' --float_param='-96.21007667714897593214' --choice_param='2' --int_param_two='9' --nr_results=1,0,,runnervmh13bl,9,9,-96.210076677148961721286468673497,2,1_0,COMPLETED,BOTORCH_MODULAR,-103130.116209943997091613709926605225,9,-96.210076677148975932141183875501,9,2


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

Current git-hash: f91603a9029e4ea79c13559542e6e6fde31b15d8 (last fully tested stable version 1 commit ago [4e8e92a220339d29552207b9eddcf9472c62ad84, 9199])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 17:12:22] 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: 619be2b8-0a17-41a2-b0dc-dbd5cd99e438
   ____                  _ ____        __ ___ 
  / __ \____ ___  ____  (_) __ \____  / /|__ \
 / / / / __ `__ \/ __ \/ / / / / __ \/ __/_/ /
/ /_/ / / / / / / / / / / /_/ / /_/ / /_/ __/ 
\____/_/ /_/ /_/_/ /_/_/\____/ .___/\__/____/ 
                            /_/               

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=479 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 9.0               │ 9.0                   │ -96.21007667714896  │ 2.0                  │ 9         │ -96.21007667714898 │ 9             │ 2            │ -103130.116209944 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 17:12:26 (e2f1fa3d-73b0-4911-aeb5-a9f255b8c358): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 17:12:32 (e2f1fa3d-73b0-4911-aeb5-a9f255b8c358): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 17:12:32 (e2f1fa3d-73b0-4911-aeb5-a9f255b8c358): BOTORCH_MODULAR, requested 1 jobs, got 1, 5.97 s/job
2025-12-28 17:12:32 (e2f1fa3d-73b0-4911-aeb5-a9f255b8c358): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-28 17:12:32 (e2f1fa3d-73b0-4911-aeb5-a9f255b8c358): BOTORCH_MODULAR, starting new job                   
2025-12-28 17:12:32 (e2f1fa3d-73b0-4911-aeb5-a9f255b8c358): BOTORCH_MODULAR, started new job                    
2025-12-28 17:12:41 (e2f1fa3d-73b0-4911-aeb5-a9f255b8c358): BOTORCH_MODULAR, new result: RESULT: -103130.116210 (SEM: 0.349390)
2025-12-28 17:12:43 (e2f1fa3d-73b0-4911-aeb5-a9f255b8c358): BOTORCH_MODULAR, best RESULT: -103130.116209944, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.238 │    1 │        0.238 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.238 │      │              │
│  Median │   0.238 │      │              │
│   Total │   0.238 │      │              │
│     Max │   0.238 │      │              │
│     Min │   0.238 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   5.968 │    1 │        5.968 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   5.968 │      │              │
│    Median │   5.968 │      │              │
│     Total │   5.968 │      │              │
│       Max │   5.968 │      │              │
│       Min │   5.968 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1766941944,786.39453125,27.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	1
OO_Info_int_param	9	9	9	0	1
OO_Info_int_param_two	9	9	9	0	1
OO_Info_float_param	-96.2101	-96.2101	-96.2101	0	1
OO_Info_choice_param	2	2	2	0	1
RESULT	-103130.1162	-9445.4554	-56287.7858	46842.3304	2
int_param	-8	9	0.5	8.5	2
float_param	-96.2101	-21.9498	-59.08	37.1301	2
int_param_two	7	9	8	1	2
choice_param	2	8	5	3	2

submitit INFO (2025-12-28 17:12:33,197) - Starting with JobEnvironment(job_id=124600, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 17:12:33,197) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/test_continued_constraint/1/single_runs/124600/124600_submitted.pkl
Trial-Index: 1

Parameters: {"int_param": 9, "float_param": -96.21007667714898, "int_param_two": 9, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='9' --float_param='-96.21007667714897593214' --choice_param='2' --int_param_two='9' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766939194.259967
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766939857.4130223
Last modification: 1766939194.259967
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --random_sem --int_param='9' --float_param='-96.21007667714897593214' --choice_param='2' --int_param_two='9' --nr_results=1
stdout:
 OO-Info: int_param: 9
OO-Info: int_param_two: 9
OO-Info: float_param: -96.21007667714897593214
OO-Info: choice_param: 2
RESULT: -103130.116209944
SEM-RESULT: 0.349389555006386

stderr was empty
Result: {'RESULT': -103130.116209944}
Final-results: {'RESULT': (-103130.116209944, 0.349389555006386)}
EXIT_CODE: 0
submitit INFO (2025-12-28 17:12:40,825) - Job completed successfully
submitit INFO (2025-12-28 17:12:40,826) - Exiting after successful completion