OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	1

Best RESULT, min (total: 2)

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
-72	-97	-2.670345902442932	1	-72	-2.670345902442932	-97	1	-163370.062062631

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	range	-100	10		int	No
float_param	range	-100	10		float	No
choice_param	choice			1, 2, 4, 8, 16, hallo
int_param_two	range	-100	10		int	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-05-09 10:54:06 (c9872511-0e30-443d-ba6d-e5d9270cc84d): BOTORCH_MODULAR, best RESULT: -163370.062062631, finishing jobs, finished 1 job

Git-Version

Commit: c99ea5b5d1c5a159c42b89b699933c2aaf9a748f (9298-5-gc99ea5b5d)

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
0,1778324025,1,c9872511-0e30-443d-ba6d-e5d9270cc84d,1778324026,1778324032,6,./.tests/optimization_example --int_param='-72' --float_param='-2.67034590244293212891' --choice_param='1'  --int_param_two='-97' --nr_results=1,0,,runnervmrc6n4,-72,-97,-2.67034590244293212890625,1,0_0,COMPLETED,SOBOL,-163370.062062631011940538883209228516,-72,-2.67034590244293212890625,-97,1
1,1778324035,2,c9872511-0e30-443d-ba6d-e5d9270cc84d,1778324037,1778324043,6,./.tests/optimization_example --int_param='4' --float_param='-64.37422575233631505398' --choice_param='hallo'  --int_param_two='-1' --nr_results=1,0,,runnervmrc6n4,4,-1,-64.374225752336315053980797529221,hallo,1_0,COMPLETED,BOTORCH_MODULAR,-49021.551987361199280712753534317017,4,-64.374225752336315053980797529221,-1,hallo


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

Current git-hash: c99ea5b5d1c5a159c42b89b699933c2aaf9a748f (last fully tested stable version 5 commits ago [f2198bbca0ddfa2c54bbdce11bcb585e9153edd1, 9298])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:53:42] 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]`.
Run-UUID: 6b959bbe-af38-412a-8eeb-36b685d9e33e
  ___________________________________________
| OmniOpt2 - Like a hyperparameter whisperer. |
  ===========================================
                                                \
                                                 \
                                                  \
                                                   .--.
                                                  |o_o |
                                                  |:_/ |
                                                 //   \ \
                                                (|     | )
                                               /'\_   _/`\
                                               \___)=(___/
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=adding_old_jobs_to_new_jobs --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=adding_old_jobs_to_new_jobs&run_nr=186 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
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     │ range  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ range  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choice │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ range  │ -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)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -72               │ -97                   │ -2.670345902442932  │ 1                    │ -72       │ -2.670345902442932 │ -97           │ 1            │ -163370.062062631 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-05-09 10:53:45 (c9872511-0e30-443d-ba6d-e5d9270cc84d): SOBOL, Started OmniOpt2 run...
2026-05-09 10:53:45 (c9872511-0e30-443d-ba6d-e5d9270cc84d): SOBOL, getting new HP set (no sbatch)
2026-05-09 10:53:45 (c9872511-0e30-443d-ba6d-e5d9270cc84d): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-05-09 10:53:45 (c9872511-0e30-443d-ba6d-e5d9270cc84d): SOBOL, eval #1/1 start                    
2026-05-09 10:53:45 (c9872511-0e30-443d-ba6d-e5d9270cc84d): SOBOL, starting new job                   
2026-05-09 10:53:45 (c9872511-0e30-443d-ba6d-e5d9270cc84d): SOBOL, started new job                    
2026-05-09 10:53:54 (c9872511-0e30-443d-ba6d-e5d9270cc84d): SOBOL, new result: RESULT: -163370.062063 
2026-05-09 10:53:55 (c9872511-0e30-443d-ba6d-e5d9270cc84d): SOBOL, best RESULT: -163370.062062631, finishing jobs, finished 1 job
2026-05-09 10:53:55 (c9872511-0e30-443d-ba6d-e5d9270cc84d): BOTORCH_MODULAR, best RESULT: -163370.062062631, getting new HP set (no sbatch)
2026-05-09 10:53:55 (c9872511-0e30-443d-ba6d-e5d9270cc84d): BOTORCH_MODULAR, best RESULT: -163370.062062631, requested 1 jobs, got 1, 0.51 s/job
2026-05-09 10:53:55 (c9872511-0e30-443d-ba6d-e5d9270cc84d): BOTORCH_MODULAR, best RESULT: -163370.062062631, eval #1/1 start                    
2026-05-09 10:53:55 (c9872511-0e30-443d-ba6d-e5d9270cc84d): BOTORCH_MODULAR, best RESULT: -163370.062062631, starting new job                   
2026-05-09 10:53:55 (c9872511-0e30-443d-ba6d-e5d9270cc84d): BOTORCH_MODULAR, best RESULT: -163370.062062631, started new job                    
2026-05-09 10:54:05 (c9872511-0e30-443d-ba6d-e5d9270cc84d): BOTORCH_MODULAR, best RESULT: -163370.062062631, new result: RESULT: -49021.551987  
2026-05-09 10:54:06 (c9872511-0e30-443d-ba6d-e5d9270cc84d): BOTORCH_MODULAR, best RESULT: -163370.062062631, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.115 │    1 │        0.115 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.092 │      │              │
│  Median │   0.092 │      │              │
│   Total │   0.184 │      │              │
│     Max │   0.115 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.029 │    1 │        0.029 │
│         2 │   0.514 │    1 │        0.514 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.271 │      │              │
│    Median │   0.271 │      │              │
│     Total │   0.543 │      │              │
│       Max │   0.514 │      │              │
│       Min │   0.029 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2lj…
experiment_name	adding_old_jobs_to_new_jobs
mem_gb	4
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'],
	['int_param_two', 'range', '-100', '10', 'int']]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	BOTORCH_MODULAR
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	False
revert_to_random_when_seemingly_exhausted	False
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	5
slurm_use_srun	False
time	60
partition	alpha
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	True
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
1778324023,741.2578125,28.2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-72	4	-34	38	2
OO_Info_int_param_two	-97	-1	-49	48	2
OO_Info_float_param	-64.3742	-2.6703	-33.5223	30.8519	2
OO_Info_choice_param	No numerical statistics available
RESULT	-163370.0621	-49021.552	-106195.807	57174.255	2
int_param	-72	4	-34	38	2
float_param	-64.3742	-2.6703	-33.5223	30.8519	2
int_param_two	-97	-1	-49	48	2
choice_param	No numerical statistics available

submitit INFO (2026-05-09 10:53:45,490) - Starting with JobEnvironment(job_id=76842, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 10:53:45,491) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/0/single_runs/76842/76842_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -72, "float_param": -2.670345902442932, "int_param_two": -97, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-72' --float_param='-2.67034590244293212891' --choice_param='1'  --int_param_two='-97' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778323133.8290498
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778323721.218039
Last modification: 1778323133.8290498
Hostname: runnervmrc6n4
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-72' --float_param='-2.67034590244293212891' --choice_param='1'  --int_param_two='-97' --nr_results=1
stdout:
 OO-Info: int_param: -72
OO-Info: int_param_two: -97
OO-Info: float_param: -2.67034590244293212891
OO-Info: choice_param: 1
RESULT: -163370.062062631

stderr was empty
Result: {'RESULT': -163370.062062631}
Final-results: {'RESULT': -163370.062062631}
EXIT_CODE: 0
submitit INFO (2026-05-09 10:53:52,950) - Job completed successfully
submitit INFO (2026-05-09 10:53:52,951) - Exiting after successful completion