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
-100.0	-100.0	-991.1902575619091	2.0	-100	-991.1902575619091	-100	2	-10143866.4126126

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

2026-02-25 06:24:54 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, best RESULT: -10143866.4126126, finishing jobs, finished 1 job

Git-Version

Commit: 6c4e7c42cf3c40a18a00def9831bf43035f50bb1 (9267-2-g6c4e7c42c)

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,-52279.984011087799444794654846191406,2,-24.886224269866943359375,-61,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-168627.086541266995482146739959716797,-83,-90.157010535886087154722190462053,8,2
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-263897.320000000006984919309616088867,-100,-100,-61,2
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-273663.603225086990278214216232299805,-100,-68.312675046738789319533680099994,-100,2
4,1772000671,2,324f2717-1bcb-4cf9-b467-ddf7f42eb34a,1772000673,1772000679,6,./.tests/optimization_example  --int_param='-100' --float_param='-991.19025756190910669829' --choice_param='2' --int_param_two='-100' --nr_results=1,0,,2e769df5ec5f,-100,-100,-991.190257561909106698294635862112,2,4_0,COMPLETED,BOTORCH_MODULAR,-10143866.41261260025203227996826171875,-100,-991.190257561909106698294635862112,-100,2
5,1772000683,2,324f2717-1bcb-4cf9-b467-ddf7f42eb34a,1772000685,1772000691,6,./.tests/optimization_example  --int_param='10' --float_param='1000' --choice_param='16' --int_param_two='-100' --nr_results=1,0,,2e769df5ec5f,10,-100,1000,16,5_0,COMPLETED,BOTORCH_MODULAR,-10011217.320000000298023223876953125,10,1000,-100,16


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

Current git-hash: 6c4e7c42cf3c40a18a00def9831bf43035f50bb1 (last fully tested stable version 2 commits ago [95422d9ad480c2b42aa4c975f8aa23637f180e31, 9267])
Using coverage run -p because $RUN_WITH_COVERAGE is set
⠋ Importing logging...
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⠋ Importing beartype...
[WARNING 02-25 06:24:25] ax.storage.sqa_store.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]`.
⠸ Importing rendering stuff...
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⠋ Trying to import pyfiglet...
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⠋ Importing torch...
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⠋ Importing Cont_X_trans and Y_trans from ax.adapter.registry...
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⠋ Importing CORE_DECODER_REGISTRY...
⠋ Trying ax.generation_strategy.generation_node...
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Using old run's --time: 60
Using old run's --gpus: 0
Run-UUID: 29ccbdd9-b24b-4ce9-98e7-322016e36864
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⠋ Writing worker creation log...
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
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
⠋ Writing username state file...
⠋ Writing result names file...
⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠋ Writing git information
⠋ Checking max_eval...
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Initializing ax_client...
Changed parameter 'float_param': lower from -100.0 to -1000.0, upper from 10.0 to 1000.0, digits from None to 32
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=defaultuser&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=243 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 │
└─────────────┴─────────────┘
⠋ Write files and show overview
BOTORCH_MODULAR, best RESULT: -10143866.4126126, finishing jobs, finished 1 job      : 100%|██████████| 6/6 [00:24<00:00,  4.01s/it]
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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -100.0            │ -100.0                │ -991.1902575619091  │ 2.0                  │ -100      │ -991.1902575619091 │ -100          │ 2            │ -10143866.4126126 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-02-25 06:24:30 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-02-25 06:24:31 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-02-25 06:24:31 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.77 s/job
2026-02-25 06:24:31 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, eval #1/1 start                    
2026-02-25 06:24:31 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, starting new job                   
2026-02-25 06:24:31 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, started new job                    
2026-02-25 06:24:40 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, new result: RESULT: -10143866.412613
2026-02-25 06:24:42 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, best RESULT: -10143866.4126126, finishing jobs, finished 1 job
2026-02-25 06:24:43 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, best RESULT: -10143866.4126126, getting new HP set (no sbatch)
2026-02-25 06:24:43 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, best RESULT: -10143866.4126126, requested 1 jobs, got 1, 0.76 s/job
2026-02-25 06:24:43 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, best RESULT: -10143866.4126126, eval #1/1 start                    
2026-02-25 06:24:43 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, best RESULT: -10143866.4126126, starting new job                   
2026-02-25 06:24:43 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, best RESULT: -10143866.4126126, started new job                    
2026-02-25 06:24:52 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, best RESULT: -10143866.4126126, new result: RESULT: -10011217.320000
2026-02-25 06:24:54 (324f2717-1bcb-4cf9-b467-ddf7f42eb34a): BOTORCH_MODULAR, best RESULT: -10143866.4126126, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.194 │    1 │        0.194 │
│       2 │   0.079 │    1 │        0.079 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.137 │      │              │
│  Median │   0.137 │      │              │
│   Total │   0.273 │      │              │
│     Max │   0.194 │      │              │
│     Min │   0.079 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.770 │    1 │        0.770 │
│         2 │   0.756 │    1 │        0.756 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.763 │      │              │
│    Median │   0.763 │      │              │
│     Total │   1.525 │      │              │
│       Max │   0.770 │      │              │
│       Min │   0.756 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	/root
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
nr_evals_per_arm	1
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
1772000666,802.37109375,28.5

`RESULT` (goal: minimize)

Best value: -10143866.412613
Achieved at:
- int_param = -100
- float_param = -991.19025756191
- int_param_two = -100
- choice_param = 2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	10	-45	55	2
OO_Info_int_param_two	-100	-100	-100	0	2
OO_Info_float_param	-991.1903	1000	4.4049	995.5951	2
OO_Info_choice_param	2	16	9	7	2
RESULT	-10143866.4126	-52279.984	-3485591.9544	4661939.7294	6
int_param	-100	10	-61.8333	48.3956	6
float_param	-991.1903	1000	-45.7577	576.3838	6
int_param_two	-100	8	-69	38.6005	6
choice_param	2	16	5.3333	5.2493	6

submitit INFO (2026-02-25 06:24:31,784) - Starting with JobEnvironment(job_id=4391, hostname=2e769df5ec5f, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-25 06:24:31,785) - Loading pickle: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/4391/4391_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -100, "float_param": -991.1902575619091, "int_param_two": -100, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-100' --float_param='-991.19025756190910669829' --choice_param='2' --int_param_two='-100' --nr_results=1
pwd: /var/opt/omniopt
File: ./.tests/optimization_example
UID: 0
GID: 0
Status-Change-Time: 1772000509.6647413
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: root
Last access: 1772000156.3213642
Last modification: 1772000156.3213642
Hostname: 2e769df5ec5f
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-100' --float_param='-991.19025756190910669829' --choice_param='2' --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -100
OO-Info: float_param: -991.19025756190910669829
OO-Info: choice_param: 2
RESULT: -10143866.4126126

stderr was empty
Result: {'RESULT': -10143866.4126126}
Final-results: {'RESULT': -10143866.4126126}
EXIT_CODE: 0
submitit INFO (2026-02-25 06:24:39,386) - Job completed successfully
submitit INFO (2026-02-25 06:24:39,387) - Exiting after successful completion