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
-49	-5	-93.24242135643854	16	-49	-93.24242135643854	-5	16	-128287.05353976

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

2026-05-24 06:19:31 (7b060621-7b2b-457d-acb4-01afcf500094): BOTORCH_MODULAR, best RESULT: -128287.05353976, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: 3d587dc4b297f4e0db9767b04ad80de912dc9888 (9335)

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
0,1779603549,2,7b060621-7b2b-457d-acb4-01afcf500094,1779603551,1779603557,6,./.tests/optimization_example  --int_param='-44' --float_param='-12.60530233383178710938' --choice_param='8' --int_param_two='-95' --nr_results=1,0,,1ec6b6aa60bb,-44,-95,-12.60530233383178888573183940025,8,0_0,COMPLETED,SOBOL,-126532.386702656003762967884540557861,-44,-12.605302333831787109375,-95,8
1,1779603560,2,7b060621-7b2b-457d-acb4-01afcf500094,1779603562,1779603568,6,./.tests/optimization_example  --int_param='-49' --float_param='-93.24242135643854112459' --choice_param='16' --int_param_two='-5' --nr_results=1,0,,1ec6b6aa60bb,-49,-5,-93.242421356438541124589391984046,16,1_0,COMPLETED,BOTORCH_MODULAR,-128287.053539760003332048654556274414,-49,-93.242421356438541124589391984046,-5,16


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

Current git-hash: 3d587dc4b297f4e0db9767b04ad80de912dc9888 (version: 9335)
Using coverage run -p because $RUN_WITH_COVERAGE is set
⠋ Importing logging...
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⠋ Importing rich.prompt...
⠋ Importing types.FunctionType...
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⠋ Importing beartype...
[WARNING 05-24 06:19:01] 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]`.
⠹ Importing rendering stuff...
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⠋ Trying to import pyfiglet...
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⠋ Importing torch...
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⠋ Importing Cont_X_trans and Y_trans from ax.adapter.registry...
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⠋ Importing ax.exceptions.generation_strategy...
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⠋ Trying ax.generation_strategy.generation_node...
⠋ Importing GenerationStep, GenerationStrategy from generation_strategy...
⠋ Importing GenerationNode from generation_node...
⠋ Importing ExternalGenerationNode...
⠋ Importing MinTrials...
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⠋ Importing Generators from ax.generation_strategy.registry...
⠋ Importing load_experiment...
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⠋ Importing Experiment...
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⠋ Importing RandomForestRegressor...
⠋ Importing botorch...
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Run-UUID: 3e98ed55-9b61-41c1-936b-585ecbd27cdd
//.omniax_venvs/Python_3.11.2/x86_64/lib/python3.11/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)
//.omniax_venvs/Python_3.11.2/x86_64/lib/python3.11/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
  warnings.warn("notify-send not found.")
  _________________________________________________
 /                                                 \
| OmniOpt2 - Dialing in hyperparameters like a clas |
| sic noir detective.                               |
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⠋ Writing worker creation log...
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table --disable_notifications
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
⠋ Writing username state file...
⠋ Writing result names file...
⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠋ Writing git information
⠋ Checking max_eval...
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=defaultuser&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=99 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 │
└─────────────┴─────────────┘
⠋ Write files and show overview
BOTORCH_MODULAR, best RESULT: -128287.05353976, ▁█, finishing jobs, finished 1 job  : 100%|██████████| 2/2 [00:22<00:00, 11.03s/it]
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           ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -49               │ -5                    │ -93.24242135643854  │ 16                   │ -49       │ -93.24242135643854 │ -5            │ 16           │ -128287.05353976 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.036 │    1 │        0.036 │
│         2 │   0.385 │    1 │        0.385 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.211 │      │              │
│    Median │   0.211 │      │              │
│     Total │   0.421 │      │              │
│       Max │   0.385 │      │              │
│       Min │   0.036 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.192 │    1 │        0.192 │
│       2 │   0.078 │    1 │        0.078 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.135 │      │              │
│  Median │   0.135 │      │              │
│   Total │   0.270 │      │              │
│     Max │   0.192 │      │              │
│     Min │   0.078 │      │              │
└─────────┴─────────┴──────┴──────────────┘

╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                                                                                                                      │
│  ✅  Optimization complete!                                                                                                                                                                          │
│                                                                                                                                                                                                      │
│    📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted                                                                                                                                          │
│    ⏱️  Duration: 37s                                                                                                                                                                                 │
│    🏆 Best RESULT: -128287.05353976                                                                                                                                                                  │
│    📁 Results: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/results.csv                                                                                                     │
│    🧠 Model: BOTORCH_MODULAR                                                                                                                                                                         │
│                                                                                                                                                                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-05-24 06:19:09 (7b060621-7b2b-457d-acb4-01afcf500094): SOBOL, Started OmniOpt2 run...
2026-05-24 06:19:09 (7b060621-7b2b-457d-acb4-01afcf500094): SOBOL, getting new HP set (no sbatch)
2026-05-24 06:19:09 (7b060621-7b2b-457d-acb4-01afcf500094): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-05-24 06:19:09 (7b060621-7b2b-457d-acb4-01afcf500094): SOBOL, eval #1/1 start                    
2026-05-24 06:19:09 (7b060621-7b2b-457d-acb4-01afcf500094): SOBOL, starting new job                   
2026-05-24 06:19:10 (7b060621-7b2b-457d-acb4-01afcf500094): SOBOL, started new job                    
2026-05-24 06:19:19 (7b060621-7b2b-457d-acb4-01afcf500094): SOBOL, new result: RESULT: -126532.386703 
2026-05-24 06:19:20 (7b060621-7b2b-457d-acb4-01afcf500094): SOBOL, best RESULT: -126532.386702656, finishing jobs, finished 1 job
2026-05-24 06:19:20 (7b060621-7b2b-457d-acb4-01afcf500094): BOTORCH_MODULAR, best RESULT: -126532.386702656, getting new HP set (no sbatch)
2026-05-24 06:19:20 (7b060621-7b2b-457d-acb4-01afcf500094): BOTORCH_MODULAR, best RESULT: -126532.386702656, requested 1 jobs, got 1, 0.39 s/job
2026-05-24 06:19:20 (7b060621-7b2b-457d-acb4-01afcf500094): BOTORCH_MODULAR, best RESULT: -126532.386702656, eval #1/1 start                    
2026-05-24 06:19:20 (7b060621-7b2b-457d-acb4-01afcf500094): BOTORCH_MODULAR, best RESULT: -126532.386702656, starting new job                   
2026-05-24 06:19:20 (7b060621-7b2b-457d-acb4-01afcf500094): BOTORCH_MODULAR, best RESULT: -126532.386702656, started new job                    
2026-05-24 06:19:29 (7b060621-7b2b-457d-acb4-01afcf500094): BOTORCH_MODULAR, best RESULT: -126532.386702656, new result: RESULT: -128287.053540 
2026-05-24 06:19:31 (7b060621-7b2b-457d-acb4-01afcf500094): BOTORCH_MODULAR, best RESULT: -128287.05353976, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.192 │    1 │        0.192 │
│       2 │   0.078 │    1 │        0.078 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.135 │      │              │
│  Median │   0.135 │      │              │
│   Total │   0.270 │      │              │
│     Max │   0.192 │      │              │
│     Min │   0.078 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.036 │    1 │        0.036 │
│         2 │   0.385 │    1 │        0.385 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.211 │      │              │
│    Median │   0.211 │      │              │
│     Total │   0.421 │      │              │
│       Max │   0.385 │      │              │
│       Min │   0.036 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9p…
experiment_name	__main__tests__BOTORCH_MODULAR___nogridsearch
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	/root
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	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	True
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	True
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
1779603542,790.91015625,28.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-49	-44	-46.5	2.5	2
OO_Info_int_param_two	-95	-5	-50	45	2
OO_Info_float_param	-93.2424	-12.6053	-52.9239	40.3186	2
OO_Info_choice_param	8	16	12	4	2
RESULT	-128287.0535	-126532.3867	-127409.7201	877.3334	2
int_param	-49	-44	-46.5	2.5	2
float_param	-93.2424	-12.6053	-52.9239	40.3186	2
int_param_two	-95	-5	-50	45	2
choice_param	8	16	12	4	2

submitit INFO (2026-05-24 06:19:21,134) - Starting with JobEnvironment(job_id=1228, hostname=1ec6b6aa60bb, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-24 06:19:21,134) - Loading pickle: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/1228/1228_submitted.pkl
Trial-Index: 1

Parameters: {"int_param": -49, "float_param": -93.24242135643854, "int_param_two": -5, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-49' --float_param='-93.24242135643854112459' --choice_param='16' --int_param_two='-5' --nr_results=1
pwd: /var/opt/omniopt
File: ./.tests/optimization_example
UID: 0
GID: 0
Status-Change-Time: 1779603490.8205292
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: root
Last access: 1779603189.096914
Last modification: 1779603189.096914
Hostname: 1ec6b6aa60bb
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-49' --float_param='-93.24242135643854112459' --choice_param='16' --int_param_two='-5' --nr_results=1
stdout:
 OO-Info: int_param: -49
OO-Info: int_param_two: -5
OO-Info: float_param: -93.24242135643854112459
OO-Info: choice_param: 16
RESULT: -128287.05353976

stderr was empty
Result: {'RESULT': -128287.05353976}
Final-results: {'RESULT': -128287.05353976}
EXIT_CODE: 0
submitit INFO (2026-05-24 06:19:28,611) - Job completed successfully
submitit INFO (2026-05-24 06:19:28,611) - Exiting after successful completion