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
-35.0	-53.0	-340.46488639500814	1.0	-35	-340.4648863950082	-53	1	-1242952.79731916

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

2026-01-25 04:34:58 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, best RESULT: -1242952.79731916, finishing jobs, finished 1 job

Git-Version

Commit: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (9230)

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,-87872.209880177004379220306873321533,-84,-16.62056863307952880859375,-14,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-173717.761361457989551126956939697266,2,-78.835577985398415989948261994869,-97,1
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-111125.242468793003354221582412719727,10,-6.704368709130975823029530147323,-100,1
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-234281.320000000006984919309616088867,-33,-100,-100,1
4,1769315677,1,0ff8310a-5834-4c63-987e-75877558137e,1769315678,1769315684,6,./.tests/optimization_example  --int_param='-23' --float_param='-97.13814194062055662471' --choice_param='1' --int_param_two='-99' --nr_results=1,0,,runnervmxu0kd,-23,-99,-97.138141940620556624708115123212,1,4_0,COMPLETED,BOTORCH_MODULAR,-219654.120390824013156816363334655762,-23,-97.138141940620556624708115123212,-99,1
5,1769315687,2,0ff8310a-5834-4c63-987e-75877558137e,1769315689,1769315695,6,./.tests/optimization_example  --int_param='-35' --float_param='-340.46488639500819317618' --choice_param='1' --int_param_two='-53' --nr_results=1,0,,runnervmxu0kd,-35,-53,-340.464886395008136332762660458684,1,5_0,COMPLETED,BOTORCH_MODULAR,-1242952.797319160075858235359191894531,-35,-340.464886395008193176181521266699,-53,1


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

Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-25 04:34:32] 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: 4db8fc3e-5a3e-4543-806a-3a9c59b32198
  _________________________________________________
 /                                                 \
| OmniOpt2 - Hyperparameter tuning: the art of maki |
| ng educated guesses look scientific!              |
 \                                                 /
  =================================================
                                                 \
                                                  \
                                                   \
                                                    \
                                                        ____________
                                                        |__________|
                                                       /           /\
                                                      /           /  \
                                                     /___________/___/|
                                                     |          |     |
                                                     |  ==\ /== |     |
                                                     |   O   O  | \ \ |
                                                     |     <    |  \ \|
                                                    /|          |   \ \
                                                   / |  \_____/ |   / /
                                                  / /|          |  / /|
                                                 /||\|          | /||\/
                                                     -------------|
                                                         | |    | |
                                                        <__/    \__>
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=2409 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -35.0             │ -53.0                 │ -340.46488639500814 │ 1.0                  │ -35       │ -340.4648863950082 │ -53           │ 1            │ -1242952.79731916 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-01-25 04:34:36 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-01-25 04:34:37 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-01-25 04:34:37 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.65 s/job
2026-01-25 04:34:37 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, eval #1/1 start                    
2026-01-25 04:34:37 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, starting new job                   
2026-01-25 04:34:37 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, started new job                    
2026-01-25 04:34:45 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, new result: RESULT: -219654.120391 
2026-01-25 04:34:46 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, best RESULT: -234281.32, finishing jobs, finished 1 job
2026-01-25 04:34:47 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, best RESULT: -234281.32, getting new HP set (no sbatch)
2026-01-25 04:34:47 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, best RESULT: -234281.32, requested 1 jobs, got 1, 1.13 s/job
2026-01-25 04:34:47 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, best RESULT: -234281.32, eval #1/1 start                    
2026-01-25 04:34:47 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, best RESULT: -234281.32, starting new job                   
2026-01-25 04:34:48 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, best RESULT: -234281.32, started new job                    
2026-01-25 04:34:57 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, best RESULT: -234281.32, new result: RESULT: -1242952.797319
2026-01-25 04:34:58 (0ff8310a-5834-4c63-987e-75877558137e): BOTORCH_MODULAR, best RESULT: -1242952.79731916, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.096 │    1 │        0.096 │
│       2 │   0.199 │    1 │        0.199 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.147 │      │              │
│  Median │   0.147 │      │              │
│   Total │   0.295 │      │              │
│     Max │   0.199 │      │              │
│     Min │   0.096 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.647 │    1 │        0.647 │
│         2 │   1.129 │    1 │        1.129 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.888 │      │              │
│    Median │   0.888 │      │              │
│     Total │   1.776 │      │              │
│       Max │   1.129 │      │              │
│       Min │   0.647 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1769315672,768.8046875,28.5

`RESULT` (goal: minimize)

Best value: -1242952.7973192
Achieved at:
- int_param = -35
- float_param = -340.46488639501
- int_param_two = -53
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-35	-23	-29	6	2
OO_Info_int_param_two	-99	-53	-76	23	2
OO_Info_float_param	-340.4649	-97.1381	-218.8015	121.6634	2
OO_Info_choice_param	1	1	1	0	2
RESULT	-1242952.7973	-87872.2099	-344933.9086	405059.4861	6
int_param	-84	10	-27.1667	30.4818	6
float_param	-340.4649	-6.7044	-106.6273	110.8093	6
int_param_two	-100	-14	-77.1667	32.8807	6
choice_param	1	8	2.1667	2.6087	6

submitit INFO (2026-01-25 04:34:37,361) - Starting with JobEnvironment(job_id=69457, hostname=runnervmxu0kd, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-01-25 04:34:37,361) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/69457/69457_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -23, "float_param": -97.13814194062056, "int_param_two": -99, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-23' --float_param='-97.13814194062055662471' --choice_param='1' --int_param_two='-99' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1769314987.1512306
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1769315594.8717065
Last modification: 1769314987.1512306
Hostname: runnervmxu0kd
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-23' --float_param='-97.13814194062055662471' --choice_param='1' --int_param_two='-99' --nr_results=1
stdout:
 OO-Info: int_param: -23
OO-Info: int_param_two: -99
OO-Info: float_param: -97.13814194062055662471
OO-Info: choice_param: 1
RESULT: -219654.120390824

stderr was empty
Result: {'RESULT': -219654.120390824}
Final-results: {'RESULT': -219654.120390824}
EXIT_CODE: 0
submitit INFO (2026-01-25 04:34:44,767) - Job completed successfully
submitit INFO (2026-01-25 04:34:44,768) - Exiting after successful completion