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 + inserted jobs: 4)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	choice_param	int_param_two	RESULT
-83.0	-95.0	-93.11772849847603	hallo	-83	-93.11772849847605	hallo	-95	-273393.406457007

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	2	2
BOTORCH_MODULAR	4	4

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	6	0	6

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-05-31 07:05:37 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -273393.406457007, ▃▄▆▁█▇, finishing jobs, finished 1 job

Git-Version

Commit: 2c09badf8ff71f8f9eee5a24e4a2328f476e658c (9344)

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,choice_param,int_param_two
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-107937.839338115998543798923492431641,-90,-34.8589003086090087890625,16,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-150389.990949688013643026351928710938,-24,-64.623753812680959640601940918714,8,-92
2,,,,,,,,,,,,,,,2_0,COMPLETED,SOBOL,-222785.397784389002481475472450256348,-88,-85.3117255866527557373046875,hallo,-69
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-26254.837688400599290616810321807861,8,-29.437650454699419100279556005262,4,-33
4,1780211112,2,917599e6-fe6c-47f3-ad18-8e3b63199e49,1780211114,1780211120,6,./.tests/optimization_example --int_param='-83' --float_param='-93.11772849847605471041' --choice_param='hallo'  --int_param_two='-95' --nr_results=1,0,,runnervm3jyl0,-83,-95,-93.117728498476026288699358701706,hallo,4_0,COMPLETED,BOTORCH_MODULAR,-273393.406457006989512592554092407227,-83,-93.117728498476054710408789105713,hallo,-95
5,1780211125,2,917599e6-fe6c-47f3-ad18-8e3b63199e49,1780211127,1780211133,6,./.tests/optimization_example --int_param='-39' --float_param='-100' --choice_param='hallo'  --int_param_two='-100' --nr_results=1,0,,runnervm3jyl0,-39,-100,-100,hallo,5_0,COMPLETED,BOTORCH_MODULAR,-239400.519999999989522621035575866699,-39,-100,hallo,-100


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

Current git-hash: 2c09badf8ff71f8f9eee5a24e4a2328f476e658c (version: 9344)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-31 07:05:06] ax.storage.sqa_store.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: 7fea67ec-0561-4391-b4b2-eb61349185c1
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:103: UserWarning: The Python dbus package is not installed.
Try installing it with your distribution's package manager, it is usually called python-dbus or python3-dbus, but you might have to try dbus-python instead, e.g. when using pip.
  warnings.warn(msg)
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
  warnings.warn("notify-send not found.")
 ____  _      _      _  ____  ____ _____ ____ 
/  _ \/ \__/|/ \  /|/ \/  _ \/  __Y__ __Y_   \
| / \|| |\/||| |\ ||| || / \||  \/| / \  /   /
| \_/|| |  ||| | \||| || \_/||  __/ | | /   /_
\____/\_/  \|\_/  \|\_/\____/\_/    \_/ \____/
                                              

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 --load_data_from_existing_jobs runs/adding_old_jobs_to_new_jobs//0 runs/adding_old_jobs_to_new_jobs//1
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/2
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=adding_old_jobs_to_new_jobs&run_nr=41 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 │
└─────────────┴─────────────┘
Inserted 2 jobs from runs/adding_old_jobs_to_new_jobs/0/results.csv
Inserted 2 jobs from runs/adding_old_jobs_to_new_jobs/1/results.csv
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        ┃ choice_param ┃ int_param_two ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -83.0             │ -95.0                 │ -93.11772849847603  │ hallo                │ -83       │ -93.11772849847605 │ hallo        │ -95           │ -273393.406457007 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴──────────────┴───────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                                                                                                                      │
│  ✅  Optimization complete!                                                                                                                                                                          │
│                                                                                                                                                                                                      │
│    📊 Trials: 2 succeeded / 0 failed / 6 done / 2 submitted                                                                                                                                          │
│    ⏱️  Duration: 41s                                                                                                                                                                                 │
│    🏆 Best RESULT: -273393.406457007                                                                                                                                                                 │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/2/results.csv                                                                                                      │
│    🧠 Model: BOTORCH_MODULAR                                                                                                                                                                         │
│                                                                                                                                                                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-05-31 07:05:11 (917599e6-fe6c-47f3-ad18-8e3b63199e49): SOBOL, best RESULT: -222785.397784389, ▃▅█▁, Started OmniOpt2 run...
2026-05-31 07:05:12 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -222785.397784389, ▃▅█▁, getting new HP set (no sbatch)
2026-05-31 07:05:12 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -222785.397784389, ▃▅█▁, requested 1 jobs, got 1, 0.91 s/job
2026-05-31 07:05:12 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -222785.397784389, ▃▅█▁, eval #1/1 start                    
2026-05-31 07:05:12 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -222785.397784389, ▃▅█▁, starting new job                   
2026-05-31 07:05:12 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -222785.397784389, ▃▅█▁, started new job                    
2026-05-31 07:05:21 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -222785.397784389, ▃▅█▁, new result: RESULT: -273393.406457 
2026-05-31 07:05:24 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -273393.406457007, ▃▄▆▁█, finishing jobs, finished 1 job    
2026-05-31 07:05:25 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -273393.406457007, ▃▄▆▁█, getting new HP set (no sbatch)    
2026-05-31 07:05:25 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -273393.406457007, ▃▄▆▁█, requested 1 jobs, got 1, 0.90 s/job
2026-05-31 07:05:25 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -273393.406457007, ▃▄▆▁█, eval #1/1 start                    
2026-05-31 07:05:25 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -273393.406457007, ▃▄▆▁█, starting new job                   
2026-05-31 07:05:25 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -273393.406457007, ▃▄▆▁█, started new job                    
2026-05-31 07:05:34 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -273393.406457007, ▃▄▆▁█, new result: RESULT: -239400.520000 
2026-05-31 07:05:37 (917599e6-fe6c-47f3-ad18-8e3b63199e49): BOTORCH_MODULAR, best RESULT: -273393.406457007, ▃▄▆▁█▇, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.289 │    1 │        0.289 │
│       2 │   0.097 │    1 │        0.097 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.193 │      │              │
│  Median │   0.193 │      │              │
│   Total │   0.386 │      │              │
│     Max │   0.289 │      │              │
│     Min │   0.097 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.915 │    1 │        0.915 │
│         2 │   0.901 │    1 │        0.901 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.908 │      │              │
│    Median │   0.908 │      │              │
│     Total │   1.816 │      │              │
│       Max │   0.915 │      │              │
│       Min │   0.901 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	['runs/adding_old_jobs_to_new_jobs//0', 'runs/adding_old_jobs_to_new_jobs//1']
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
disable_notifications	False
dump_config	None
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
1780211108,781.03125,26.9

`RESULT` (goal: minimize)

Best value: -273393.40645701
Achieved at:
- int_param = -83
- float_param = -93.117728498476
- choice_param = hallo
- int_param_two = -95

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-83	-39	-61	22	2
OO_Info_int_param_two	-100	-95	-97.5	2.5	2
OO_Info_float_param	-100	-93.1177	-96.5589	3.4411	2
OO_Info_choice_param	No numerical statistics available
RESULT	-273393.4065	-26254.8377	-170026.9987	84844.8176	6
int_param	-90	8	-52.6667	37.084	6
float_param	-100	-29.4377	-67.8916	27.5418	6
choice_param	No numerical statistics available
int_param_two	-100	4	-64.1667	37.9711	6

submitit INFO (2026-05-31 07:05:12,908) - Starting with JobEnvironment(job_id=78931, hostname=runnervm3jyl0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-31 07:05:12,909) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/2/single_runs/78931/78931_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -83, "float_param": -93.11772849847605, "int_param_two": -95, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-83' --float_param='-93.11772849847605471041' --choice_param='hallo'  --int_param_two='-95' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1780210016.0936449
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1780210651.268472
Last modification: 1780210016.0936449
Hostname: runnervm3jyl0
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-83' --float_param='-93.11772849847605471041' --choice_param='hallo'  --int_param_two='-95' --nr_results=1
stdout:
 OO-Info: int_param: -83
OO-Info: int_param_two: -95
OO-Info: float_param: -93.11772849847605471041
OO-Info: choice_param: hallo
RESULT: -273393.406457007

stderr was empty
Result: {'RESULT': -273393.406457007}
Final-results: {'RESULT': -273393.406457007}
EXIT_CODE: 0
submitit INFO (2026-05-31 07:05:20,444) - Job completed successfully
submitit INFO (2026-05-31 07:05:20,445) - Exiting after successful completion