OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	6
Max. nr. evaluations (from arguments)	2
Number random steps	1
Nr. of workers (parameter)	1
Nr. imported jobs	4

Best RESULT, min (total: 2 + inserted jobs: 4)

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
-45.0	-58.0	-631.415136386349	4.0	-45	-631.415136386349	-58	4	-4114633.57821655

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	5	5

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	rangeparameter	-100	10		int	No
float_param	rangeparameter	-1000	1000		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	6	0	6

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-01-04 14:15:22 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, best RESULT: -4114633.57821655, finishing jobs, finished 1 job

Git-Version

Commit: 02398bad90d1e0fc215adf64da1f60f9481909da (9226-2-g02398bad9)

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,-257540.694388545001856982707977294922,-93,-89.7053189575672149658203125,-80,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-8879.626254176200745860114693641663,-10,-19.624187812344626280491866054945,0,2
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-226264.300176477991044521331787109375,-100,-20.311223155900766101922272355296,-100,4
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-221295.720000000001164153218269348145,-100,-100,10,4
4,1767536100,2,71f40cba-8897-4449-8c7b-0378634564a1,1767536102,1767536108,6,./.tests/optimization_example  --int_param='-57' --float_param='-440.1484415563691072748' --choice_param='4' --int_param_two='-56' --nr_results=1,0,,runnervmh13bl,-57,-56,-440.148441556369107274804264307022,4,4_0,COMPLETED,BOTORCH_MODULAR,-2056968.2702006399631500244140625,-57,-440.148441556369107274804264307022,-56,4
5,1767536111,2,71f40cba-8897-4449-8c7b-0378634564a1,1767536113,1767536119,6,./.tests/optimization_example  --int_param='-45' --float_param='-631.41513638634899052704' --choice_param='4' --int_param_two='-58' --nr_results=1,0,,runnervmh13bl,-45,-58,-631.415136386348990527039859443903,4,5_0,COMPLETED,BOTORCH_MODULAR,-4114633.578216549940407276153564453125,-45,-631.415136386348990527039859443903,-58,4


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

Current git-hash: 02398bad90d1e0fc215adf64da1f60f9481909da (last fully tested stable version 2 commits ago [3bb4fe033a6a03e62be268ba0b4f542c23d2c237, 9226])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 14:14:55] 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
Run-UUID: da1c193d-d7d2-4676-8c9d-b97c055ad38f
  _________________________________________________
 /                                                 \
| OmniOpt2 - Optimizing like it's the Matrix, but I |
|  am the One.                                      |
 \                                                 /
  =================================================
                                                 \
                                                  \
                                                    ^__^
                                                    (oo)\_______
                                                    (__)\       )\/\
                                                        ||----w |
                                                        ||     ||
omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --parameter float_param range -1000 1000 float --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Changed parameter 'float_param': lower from -100.0 to -1000.0, upper from 10.0 to 1000.0, digits from None to 32
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=2339 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 9 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=1
                                           Experiment parameters                                            
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name          ┃ Type            ┃ Lower bound ┃ Upper bound ┃ Values                ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param     │ rangeparameter  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ rangeparameter  │ -1000       │ 1000        │                       │ 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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 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: 2 + inserted jobs: 4)                                                                
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -45.0             │ -58.0                 │ -631.415136386349   │ 4.0                  │ -45       │ -631.415136386349 │ -58           │ 4            │ -4114633.57821655 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-01-04 14:14:59 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-01-04 14:15:00 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-01-04 14:15:00 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.68 s/job
2026-01-04 14:15:00 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, eval #1/1 start                    
2026-01-04 14:15:00 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, starting new job                   
2026-01-04 14:15:00 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, started new job                    
2026-01-04 14:15:09 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, new result: RESULT: -2056968.270201
2026-01-04 14:15:11 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, best RESULT: -2056968.27020064, finishing jobs, finished 1 job
2026-01-04 14:15:11 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, best RESULT: -2056968.27020064, getting new HP set (no sbatch)
2026-01-04 14:15:11 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, best RESULT: -2056968.27020064, requested 1 jobs, got 1, 0.80 s/job
2026-01-04 14:15:11 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, best RESULT: -2056968.27020064, eval #1/1 start                    
2026-01-04 14:15:11 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, best RESULT: -2056968.27020064, starting new job                   
2026-01-04 14:15:12 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, best RESULT: -2056968.27020064, started new job                    
2026-01-04 14:15:21 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, best RESULT: -2056968.27020064, new result: RESULT: -4114633.578217
2026-01-04 14:15:22 (71f40cba-8897-4449-8c7b-0378634564a1): BOTORCH_MODULAR, best RESULT: -4114633.57821655, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.233 │    1 │        0.233 │
│       2 │   0.088 │    1 │        0.088 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.161 │      │              │
│  Median │   0.161 │      │              │
│   Total │   0.321 │      │              │
│     Max │   0.233 │      │              │
│     Min │   0.088 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.681 │    1 │        0.681 │
│         2 │   0.797 │    1 │        0.797 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.739 │      │              │
│    Median │   0.739 │      │              │
│     Total │   1.478 │      │              │
│       Max │   0.797 │      │              │
│       Min │   0.681 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	None
experiment_name	None
mem_gb	4
parameter	[['float_param', 'range', '-1000', '1000', 'float']]
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
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	True
send_anonymized_usage_stats	True
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	True
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	1
worker_timeout	10
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
1767536097,785.4609375,27.3

`RESULT` (goal: minimize)

Best value: -4114633.5782165
Achieved at:
- int_param = -45
- float_param = -631.41513638635
- int_param_two = -58
- choice_param = 4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-57	-45	-51	6	2
OO_Info_int_param_two	-58	-56	-57	1	2
OO_Info_float_param	-631.4151	-440.1484	-535.7818	95.6333	2
OO_Info_choice_param	4	4	4	0	2
RESULT	-4114633.5782	-8879.6263	-1147597.0315	1495884.7802	6
int_param	-100	-10	-67.5	33.3804	6
float_param	-631.4151	-19.6242	-216.8674	234.1907	6
int_param_two	-100	10	-47.3333	39.911	6
choice_param	2	4	3.6667	0.7454	6

submitit INFO (2026-01-04 14:15:00,793) - Starting with JobEnvironment(job_id=66778, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-01-04 14:15:00,793) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/66778/66778_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -57, "float_param": -440.1484415563691, "int_param_two": -56, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-57' --float_param='-440.1484415563691072748' --choice_param='4' --int_param_two='-56' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1767535359.947935
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1767536011.6545856
Last modification: 1767535359.947935
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-57' --float_param='-440.1484415563691072748' --choice_param='4' --int_param_two='-56' --nr_results=1
stdout:
 OO-Info: int_param: -57
OO-Info: int_param_two: -56
OO-Info: float_param: -440.1484415563691072748
OO-Info: choice_param: 4
RESULT: -2056968.27020064

stderr was empty
Result: {'RESULT': -2056968.27020064}
Final-results: {'RESULT': -2056968.27020064}
EXIT_CODE: 0
submitit INFO (2026-01-04 14:15:08,417) - Job completed successfully
submitit INFO (2026-01-04 14:15:08,417) - Exiting after successful completion