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
-83.0	8.0	-17.10931453674971	hallo	2.8970966533	-83	-17.10931453674971	8	hallo	1.3069233723

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	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

2025-12-28 16:53:26 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: c44d50cdf9e7682908ebe040a20ba96afe0b6a3a (9195)

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,1.673720439999999864966184759396,2.753946679999999869181692702114,-40,-76.4906728267669677734375,-26,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.875661614900000051520123633964,2.264184581899999937348866296816,6,7.706768027619835592645358701702,-68,8
2,1766940780,3,41946eee-1b89-4b8a-b05f-bde8b40b04bb,1766940783,1766940789,6,./.tests/optimization_example --int_param='-83' --float_param='-17.10931453674971081114' --choice_param='hallo'  --int_param_two='8' --nr_results=2,0,,runnervmh13bl,-83,8,-17.109314536749710811136537813582,hallo,2_0,COMPLETED,BOTORCH_MODULAR,1.306923372299999996926089806948,2.897096653300000212993836612441,-83,-17.109314536749710811136537813582,8,hallo
3,1766940794,2,41946eee-1b89-4b8a-b05f-bde8b40b04bb,1766940796,1766940802,6,./.tests/optimization_example --int_param='-32' --float_param='3.89914046229613830974' --choice_param='hallo'  --int_param_two='-37' --nr_results=2,0,,runnervmh13bl,-32,-37,3.899140462296137421560615621274,hallo,3_0,COMPLETED,BOTORCH_MODULAR,1.890839777262049992145875876304,2.104227091741880162345523785916,-32,3.8991404622961383097390353214,-37,hallo


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

Current git-hash: c44d50cdf9e7682908ebe040a20ba96afe0b6a3a (version: 9195)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:52:55] 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: 6edd4df6-6258-4166-8ef9-bdc83a6a8696
   ____                  _ ____        __ ___ 
  / __ \____ ___  ____  (_) __ \____  / /|__ \
 / / / / __ `__ \/ __ \/ / / / / __ \/ __/_/ /
/ /_/ / / / / / / / / / / /_/ / /_/ / /_/ __/ 
\____/_/ /_/ /_/_/ /_/_/\____/ .___/\__/____/ 
                            /_/               

omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/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_BOTORCH_MODULAR&run_nr=462 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR 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      │    -40    │ -76.49067282676697 │      -26      │      16      │ 1.6737204399999999 │    2.75394668    │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      1      │     6     │ 7.706768027619836  │      -68      │      8       │    1.8756616149    │   2.2641845819   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      2      │    -83    │ -17.10931453674971 │       8       │    hallo     │    1.3069233723    │   2.8970966533   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      3      │    -32    │ 3.8991404622961383 │      -37      │    hallo     │  1.89083977726205  │ 2.10422709174188 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-28 16:53:00 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 16:53:00 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 16:53:00 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.80 s/job
2025-12-28 16:53:00 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-28 16:53:00 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, starting new job                   
2025-12-28 16:53:01 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, started new job                    
2025-12-28 16:53:10 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, new result: RESULT1: 1.306923, RESULT2: 2.897097
2025-12-28 16:53:13 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2025-12-28 16:53:14 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2025-12-28 16:53:14 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.35 s/job     
2025-12-28 16:53:14 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2025-12-28 16:53:14 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, 3 done, starting new job                        
2025-12-28 16:53:14 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, 3 done, started new job                         
2025-12-28 16:53:23 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.890840, RESULT2: 2.104227
2025-12-28 16:53:26 (41946eee-1b89-4b8a-b05f-bde8b40b04bb): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.233 │    1 │        0.233 │
│       2 │   0.120 │    1 │        0.120 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.177 │      │              │
│  Median │   0.177 │      │              │
│   Total │   0.354 │      │              │
│     Max │   0.233 │      │              │
│     Min │   0.120 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.804 │    1 │        0.804 │
│         2 │   1.347 │    1 │        1.347 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.076 │      │              │
│    Median │   1.076 │      │              │
│     Total │   2.151 │      │              │
│       Max │   1.347 │      │              │
│       Min │   0.804 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_BOTORCH_MODULAR/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
1766940777,786.515625,27.1

`RESULT1` (goal: minimize)

Best value: 1.3069233723
Achieved at:
- RESULT2 = 2.8970966533
- int_param = -83
- float_param = -17.10931453675
- int_param_two = 8
- choice_param = hallo

`RESULT2` (goal: minimize)

Best value: 2.1042270917419
Achieved at:
- RESULT1 = 1.890839777262
- int_param = -32
- float_param = 3.8991404622961
- int_param_two = -37
- choice_param = hallo

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-83	-32	-57.5	25.5	2
OO_Info_int_param_two	-37	8	-14.5	22.5	2
OO_Info_float_param	-17.1093	3.8991	-6.6051	10.5042	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.3069	1.8908	1.6868	0.2355	4
RESULT2	2.1042	2.8971	2.5049	0.3295	4
int_param	-83	6	-37.25	31.6178	4
float_param	-76.4907	7.7068	-20.4985	33.6801	4
int_param_two	-68	8	-30.75	27.1604	4
choice_param	No numerical statistics available

submitit INFO (2025-12-28 16:53:01,426) - Starting with JobEnvironment(job_id=148219, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 16:53:01,426) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/148219/148219_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -83, "float_param": -17.10931453674971, "int_param_two": 8, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-83' --float_param='-17.10931453674971081114' --choice_param='hallo'  --int_param_two='8' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766937085.5490596
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766937760.3479118
Last modification: 1766937085.5490596
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-83' --float_param='-17.10931453674971081114' --choice_param='hallo'  --int_param_two='8' --nr_results=2 
stdout:
 OO-Info: int_param: -83
OO-Info: int_param_two: 8
OO-Info: float_param: -17.10931453674971081114
OO-Info: choice_param: hallo
RESULT1: 1.30692337227902
RESULT2: 2.89709665332654

stderr was empty
Result: {'RESULT1': 1.30692337227902, 'RESULT2': 2.89709665332654}
Final-results: {'RESULT1': 1.30692337227902, 'RESULT2': 2.89709665332654}
EXIT_CODE: 0
submitit INFO (2025-12-28 16:53:09,034) - Job completed successfully
submitit INFO (2025-12-28 16:53:09,034) - Exiting after successful completion