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
-86.0	-100.0	-251.7602058221024	hallo	-86	-251.76020582210242	-100	hallo	-851952.552938084

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

2025-12-28 15:07:02 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, best RESULT: -851952.552938084, finishing jobs, finished 1 job

Git-Version

Commit: 89c4b2eb1c18af36704e76ba2bcd2199fa1d9ec8 (9176-14-g89c4b2eb1)

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,-126912.833646726998267695307731628418,-49,-76.426723897457122802734375,-51,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-5881.358903424200434528756886720657,-12,6.887826883595336902033068327,-7,16
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-322164.520000000018626451492309570312,-96,-100,-100,hallo
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-246508.138586337998276576399803161621,-100,-46.327983192736141404566296841949,-100,hallo
4,1766934400,1,c7eb1700-0681-4396-9794-cffef9d78fab,1766934401,1766934407,6,./.tests/optimization_example  --int_param='-90' --float_param='-187.24281006725971110427' --choice_param='hallo' --int_param_two='-100' --nr_results=1,0,,runnervmdwttx,-90,-100,-187.242810067259682682561106048524,hallo,4_0,COMPLETED,BOTORCH_MODULAR,-569715.500225565047003328800201416016,-90,-187.242810067259711104270536452532,-100,hallo
5,1766934411,2,c7eb1700-0681-4396-9794-cffef9d78fab,1766934413,1766934419,6,./.tests/optimization_example  --int_param='-86' --float_param='-251.7602058221024208251' --choice_param='hallo' --int_param_two='-100' --nr_results=1,0,,runnervmdwttx,-86,-100,-251.760205822102392403394333086908,hallo,5_0,COMPLETED,BOTORCH_MODULAR,-851952.552938084001652896404266357422,-86,-251.760205822102420825103763490915,-100,hallo


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

Current git-hash: 89c4b2eb1c18af36704e76ba2bcd2199fa1d9ec8 (last fully tested stable version 14 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:06:36] 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: fac2fae2-d96e-4007-b835-24ae1a5da56e
 .88888.                      oo  .88888.             dP   d8888b. 
d8'   `8b                        d8'   `8b            88       `88 
88     88 88d8b.d8b. 88d888b. dP 88     88 88d888b. d8888P .aaadP' 
88     88 88'`88'`88 88'  `88 88 88     88 88'  `88   88   88'     
Y8.   .8P 88  88  88 88    88 88 Y8.   .8P 88.  .88   88   88.     
 `8888P'  dP  dP  dP dP    dP dP  `8888P'  88Y888P'   dP   Y88888P 
                                           88                      
                                           dP                      

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=1802 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -86.0             │ -100.0                │ -251.7602058221024  │ hallo                │ -86       │ -251.76020582210242 │ -100          │ hallo        │ -851952.552938084 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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 15:06:39 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 15:06:40 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 15:06:40 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.63 s/job
2025-12-28 15:06:40 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-28 15:06:40 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, starting new job                   
2025-12-28 15:06:40 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, started new job                    
2025-12-28 15:06:49 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, new result: RESULT: -569715.500226 
2025-12-28 15:06:50 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, best RESULT: -569715.500225565, finishing jobs, finished 1 job
2025-12-28 15:06:51 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, best RESULT: -569715.500225565, getting new HP set (no sbatch)
2025-12-28 15:06:51 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, best RESULT: -569715.500225565, requested 1 jobs, got 1, 0.58 s/job
2025-12-28 15:06:51 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, best RESULT: -569715.500225565, eval #1/1 start                    
2025-12-28 15:06:51 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, best RESULT: -569715.500225565, starting new job                   
2025-12-28 15:06:51 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, best RESULT: -569715.500225565, started new job                    
2025-12-28 15:07:00 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, best RESULT: -569715.500225565, new result: RESULT: -851952.552938 
2025-12-28 15:07:02 (c7eb1700-0681-4396-9794-cffef9d78fab): BOTORCH_MODULAR, best RESULT: -851952.552938084, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.106 │    1 │        0.106 │
│       2 │   0.068 │    1 │        0.068 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.087 │      │              │
│  Median │   0.087 │      │              │
│   Total │   0.173 │      │              │
│     Max │   0.106 │      │              │
│     Min │   0.068 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.635 │    1 │        0.635 │
│         2 │   0.578 │    1 │        0.578 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.607 │      │              │
│    Median │   0.607 │      │              │
│     Total │   1.213 │      │              │
│       Max │   0.635 │      │              │
│       Min │   0.578 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1766934396,759.35546875,28.6

`RESULT` (goal: minimize)

Best value: -851952.55293808
Achieved at:
- int_param = -86
- float_param = -251.7602058221
- int_param_two = -100

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-90	-86	-88	2	2
OO_Info_int_param_two	-100	-100	-100	0	2
OO_Info_float_param	-251.7602	-187.2428	-219.5015	32.2587	2
OO_Info_choice_param	No numerical statistics available
RESULT	-851952.5529	-5881.3589	-353855.8174	282787.6013	6
int_param	-100	-12	-72.1667	31.646	6
float_param	-251.7602	6.8878	-109.145	86.6045	6
int_param_two	-100	-7	-76.3333	35.7988	6
choice_param	No numerical statistics available

submitit INFO (2025-12-28 15:06:40,336) - Starting with JobEnvironment(job_id=69295, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 15:06:40,336) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/69295/69295_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -90, "float_param": -187.2428100672597, "int_param_two": -100, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-90' --float_param='-187.24281006725971110427' --choice_param='hallo' --int_param_two='-100' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766933670.1906757
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766934324.451214
Last modification: 1766933670.1906757
Hostname: runnervmdwttx
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-90' --float_param='-187.24281006725971110427' --choice_param='hallo' --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -90
OO-Info: int_param_two: -100
OO-Info: float_param: -187.24281006725971110427
OO-Info: choice_param: hallo
RESULT: -569715.500225565

stderr was empty
Result: {'RESULT': -569715.500225565}
Final-results: {'RESULT': -569715.500225565}
EXIT_CODE: 0
submitit INFO (2025-12-28 15:06:47,867) - Job completed successfully
submitit INFO (2025-12-28 15:06:47,867) - Exiting after successful completion