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	-86.0	-504.4685347481752	hallo	-100	-504.46853474817516	-86	hallo	-2788455.59898453

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

2025-11-20 13:18:10 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, best RESULT: -2788455.59898453, finishing jobs, finished 1 job

Git-Version

Commit: 2057bc1827f62f5a3792b746d4b649d8b90aeac5 (9083-7-g2057bc182)

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,-84171.307064231805270537734031677246,-51,-38.909893035888671875,-53,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-181535.475811832991894334554672241211,-78,-98.581154565796040856184845324606,-17,hallo
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-113732.520000000004074536263942718506,-11,-100,10,hallo
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-249873.320000000006984919309616088867,-100,-100,-49,hallo
4,1763644664,2,5d8352de-bf33-4324-83c7-cfeb6c0aee5b,1763644666,1763644672,6,./.tests/optimization_example  --int_param='-100' --float_param='-375.54158167028055004266' --choice_param='hallo' --int_param_two='-77' --nr_results=1,0,,runnervmfxdz0,-100,-77,-375.541581670280550042662071064115,hallo,4_0,COMPLETED,BOTORCH_MODULAR,-1625519.873801189940422773361206054688,-100,-375.541581670280550042662071064115,-77,hallo
5,1763644677,2,5d8352de-bf33-4324-83c7-cfeb6c0aee5b,1763644679,1763644685,6,./.tests/optimization_example  --int_param='-100' --float_param='-504.46853474817515916584' --choice_param='hallo' --int_param_two='-86' --nr_results=1,0,,runnervmfxdz0,-100,-86,-504.468534748175216009258292615414,hallo,5_0,COMPLETED,BOTORCH_MODULAR,-2788455.59898453019559383392333984375,-100,-504.468534748175159165839431807399,-86,hallo


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

Current git-hash: 2057bc1827f62f5a3792b746d4b649d8b90aeac5 (last fully tested stable version 7 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:17:36] 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: 42765851-bafd-4393-9d5b-58bb8b1358d7
  _________________________________________________
 /                                                 \
| OmniOpt2 - Optimizing parameters with the flair o |
| f a magician pulling rabbits out of hats.         |
 \                                                 /
  =================================================
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                                                             /0  0  \\__  /    //  | \\ \\
                                                            /     /  \\/_/    //   |  \\  \\
                                                            \@_^_\@'/   \\/_   //    |   \\   \\
                                                            //_^_/     \\/_ //     |    \\    \\
                                                         ( //) |        \\///      |     \\     \\
                                                       ( / /) _|_ /   )  //       |      \\     _\\
                                                     ( // /) '/,_ _ _/  ( ; -.    |    _ _\\.-~        .-~~~^-.
                                                   (( / / )) ,-{        _      `-.|.-~-.           .~         `.
                                                  (( // / ))  '/\\      /                 ~-. _ .-~      .-~^-.  \\
                                                  (( /// ))      `.   {            }                   /      \\  \\
                                                   (( / ))     .----~-.\\        \\-'                 .~         \\  `. \\^-.
                                                              ///.----..>        \\             _ -~             `.  ^-`  ^-_
                                                                ///-._ _ _ _ _ _ _}^ - - - - ~                     ~-- ,.-~
                                                                                                                   /.-~
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=920 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -100.0            │ -86.0                 │ -504.4685347481752  │ hallo                │ -100      │ -504.46853474817516 │ -86           │ hallo        │ -2788455.59898453 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-20 13:17:42 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-20 13:17:44 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-20 13:17:44 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.12 s/job
2025-11-20 13:17:44 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-20 13:17:44 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, starting new job                   
2025-11-20 13:17:44 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, started new job                    
2025-11-20 13:17:53 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, new result: RESULT: -1625519.873801
2025-11-20 13:17:56 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, best RESULT: -1625519.87380119, finishing jobs, finished 1 job
2025-11-20 13:17:57 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, best RESULT: -1625519.87380119, getting new HP set (no sbatch)
2025-11-20 13:17:57 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, best RESULT: -1625519.87380119, requested 1 jobs, got 1, 0.99 s/job
2025-11-20 13:17:57 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, best RESULT: -1625519.87380119, eval #1/1 start                    
2025-11-20 13:17:57 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, best RESULT: -1625519.87380119, starting new job                   
2025-11-20 13:17:57 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, best RESULT: -1625519.87380119, started new job                    
2025-11-20 13:18:06 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, best RESULT: -1625519.87380119, new result: RESULT: -2788455.598985
2025-11-20 13:18:10 (5d8352de-bf33-4324-83c7-cfeb6c0aee5b): BOTORCH_MODULAR, best RESULT: -2788455.59898453, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.115 │    1 │        0.115 │
│       2 │   0.076 │    1 │        0.076 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.095 │      │              │
│  Median │   0.095 │      │              │
│   Total │   0.191 │      │              │
│     Max │   0.115 │      │              │
│     Min │   0.076 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.123 │    1 │        1.123 │
│         2 │   0.994 │    1 │        0.994 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.058 │      │              │
│    Median │   1.058 │      │              │
│     Total │   2.117 │      │              │
│       Max │   1.123 │      │              │
│       Min │   0.994 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1763644656,753.1484375,28.6

`RESULT` (goal: minimize)

Best value: -2788455.5989845
Achieved at:
- int_param = -100
- float_param = -504.46853474818
- int_param_two = -86
- choice_param = hallo

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-100	-100	0	2
OO_Info_int_param_two	-86	-77	-81.5	4.5	2
OO_Info_float_param	-504.4685	-375.5416	-440.0051	64.4635	2
OO_Info_choice_param	No numerical statistics available
RESULT	-2788455.599	-84171.3071	-840548.0159	1024213.9576	6
int_param	-100	-11	-73.3333	33.0135	6
float_param	-504.4685	-38.9099	-202.9169	173.061	6
int_param_two	-86	10	-45.3333	33.1495	6
choice_param	No numerical statistics available

submitit INFO (2025-11-20 13:17:44,424) - Starting with JobEnvironment(job_id=94697, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 13:17:44,424) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/94697/94697_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -100, "float_param": -375.54158167028055, "int_param_two": -77, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-100' --float_param='-375.54158167028055004266' --choice_param='hallo' --int_param_two='-77' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1763644174.664324
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763644562.5404017
Last modification: 1763644174.664324
Hostname: runnervmfxdz0
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-100' --float_param='-375.54158167028055004266' --choice_param='hallo' --int_param_two='-77' --nr_results=1
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -77
OO-Info: float_param: -375.54158167028055004266
OO-Info: choice_param: hallo
RESULT: -1625519.87380119

stderr was empty
Result: {'RESULT': -1625519.87380119}
Final-results: {'RESULT': -1625519.87380119}
EXIT_CODE: 0
submitit INFO (2025-11-20 13:17:52,148) - Job completed successfully
submitit INFO (2025-11-20 13:17:52,148) - Exiting after successful completion