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
-37.0	-49.0	-827.3029943657676	16.0	-37	-827.3029943657677	-49	16	-6975194.86430223

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 10:38:58 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, best RESULT: -6975194.86430223, finishing jobs, finished 1 job

Git-Version

Commit: 1da3130bb1ec108b0db3823f3abc3a9944e544ba (9213-3-g1da3130bb)

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,-176005.674140473012812435626983642578,-22,-98.46630086190998554229736328125,-73,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-100727.499521011995966546237468719482,-95,9.328735623853470215749439375941,5,2
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-131018.242090707004535943269729614258,10,-39.778255985139736594646819867194,-100,16
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-177548.519999999989522621035575866699,-62,-100,-41,16
4,1767523112,2,7d0be4c4-ff56-4d38-a1f5-cd7338843c23,1767523114,1767523120,6,./.tests/optimization_example  --int_param='-36' --float_param='-616.0963659235018212712' --choice_param='16' --int_param_two='-52' --nr_results=1,0,,runnervmdwttx,-36,-52,-616.096365923501707584364339709282,16,4_0,COMPLETED,BOTORCH_MODULAR,-3907984.677633800078183412551879882812,-36,-616.096365923501821271202061325312,-52,16
5,1767523128,1,7d0be4c4-ff56-4d38-a1f5-cd7338843c23,1767523129,1767523135,6,./.tests/optimization_example  --int_param='-37' --float_param='-827.30299436576774496643' --choice_param='16' --int_param_two='-49' --nr_results=1,0,,runnervmdwttx,-37,-49,-827.302994365767631279595661908388,16,5_0,COMPLETED,BOTORCH_MODULAR,-6975194.864302230067551136016845703125,-37,-827.302994365767744966433383524418,-49,16


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

Current git-hash: 1da3130bb1ec108b0db3823f3abc3a9944e544ba (last fully tested stable version 3 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 10:38:28] 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: 89daae0e-fc29-482b-8e7a-59ade4bf04c5
 _____                           _____           __       ___     
/\  __`\                      __/\  __`\        /\ \__  /'___`\   
\ \ \/\ \    ___ ___     ___ /\_\ \ \/\ \  _____\ \ ,_\/\_\ /\ \  
 \ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__ 
  \ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_  // /_\ \
   \ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
    \/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/  \/__/\/_____/ 
                                             \ \_\                
                                              \/_/                

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=2185 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -37.0             │ -49.0                 │ -827.3029943657676  │ 16.0                 │ -37       │ -827.3029943657677 │ -49           │ 16           │ -6975194.86430223 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 10:38:31 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-01-04 10:38:32 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-01-04 10:38:32 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.81 s/job
2026-01-04 10:38:32 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, eval #1/1 start                    
2026-01-04 10:38:32 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, starting new job                   
2026-01-04 10:38:32 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, started new job                    
2026-01-04 10:38:41 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, new result: RESULT: -3907984.677634
2026-01-04 10:38:47 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, best RESULT: -3907984.6776338, finishing jobs, finished 1 job
2026-01-04 10:38:48 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, best RESULT: -3907984.6776338, getting new HP set (no sbatch)
2026-01-04 10:38:48 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, best RESULT: -3907984.6776338, requested 1 jobs, got 1, 0.82 s/job
2026-01-04 10:38:48 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, best RESULT: -3907984.6776338, eval #1/1 start                    
2026-01-04 10:38:48 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, best RESULT: -3907984.6776338, starting new job                   
2026-01-04 10:38:48 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, best RESULT: -3907984.6776338, started new job                    
2026-01-04 10:38:57 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, best RESULT: -3907984.6776338, new result: RESULT: -6975194.864302
2026-01-04 10:38:58 (7d0be4c4-ff56-4d38-a1f5-cd7338843c23): BOTORCH_MODULAR, best RESULT: -6975194.86430223, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.100 │    1 │        0.100 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.085 │      │              │
│  Median │   0.085 │      │              │
│   Total │   0.169 │      │              │
│     Max │   0.100 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.811 │    1 │        0.811 │
│         2 │   0.824 │    1 │        0.824 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.818 │      │              │
│    Median │   0.818 │      │              │
│     Total │   1.636 │      │              │
│       Max │   0.824 │      │              │
│       Min │   0.811 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1767523108,759.8515625,28.4

`RESULT` (goal: minimize)

Best value: -6975194.8643022
Achieved at:
- int_param = -37
- float_param = -827.30299436577
- int_param_two = -49
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-37	-36	-36.5	0.5	2
OO_Info_int_param_two	-52	-49	-50.5	1.5	2
OO_Info_float_param	-827.303	-616.0964	-721.6997	105.6033	2
OO_Info_choice_param	16	16	16	0	2
RESULT	-6975194.8643	-100727.4995	-1911413.2463	2648726.0249	6
int_param	-95	10	-40.3333	32.5508	6
float_param	-827.303	9.3287	-278.7192	321.2641	6
int_param_two	-100	5	-51.6667	31.9461	6
choice_param	2	16	13.6667	5.2175	6

submitit INFO (2026-01-04 10:38:33,106) - Starting with JobEnvironment(job_id=69306, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-01-04 10:38:33,106) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/69306/69306_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -36, "float_param": -616.0963659235018, "int_param_two": -52, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-36' --float_param='-616.0963659235018212712' --choice_param='16' --int_param_two='-52' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1767522305.729844
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1767523035.5285513
Last modification: 1767522305.729844
Hostname: runnervmdwttx
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-36' --float_param='-616.0963659235018212712' --choice_param='16' --int_param_two='-52' --nr_results=1
stdout:
 OO-Info: int_param: -36
OO-Info: int_param_two: -52
OO-Info: float_param: -616.0963659235018212712
OO-Info: choice_param: 16
RESULT: -3907984.6776338

stderr was empty
Result: {'RESULT': -3907984.6776338}
Final-results: {'RESULT': -3907984.6776338}
EXIT_CODE: 0
submitit INFO (2026-01-04 10:38:40,586) - Job completed successfully
submitit INFO (2026-01-04 10:38:40,586) - Exiting after successful completion