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)

x	y	z	a	RESULT
958.8745068758726	866.2081137299538	727.6683356612921	-984.3722116202116	-31523619.4638863

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Type	Log Scale?
x	range	-1000	1000	float	No
y	range	-1000	1000	float	No
z	range	-1000	1000	float	No
a	range	-1000	1000	float	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-12-28 12:49:03 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): BOTORCH_MODULAR, best RESULT: -31523619.4638863, finishing jobs, finished 1 job

Git-Version

Commit: 309680f3409e7c692dbb1796c4da73093ba2b9e7 (9173-2-g309680f34)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1766926121,2,5eb1d0f7-c284-4d9c-975b-8a4cb0f27942,1766926123,1766926129,6,.tests/optimization_example_all_float  --x=-412.70858049392700195312 --y=-705.95055818557739257812 --z=-259.10288095474243164062 --a=660.09461879730224609375,0,,runnervmh13bl,0_0,COMPLETED,SOBOL,-11788819.15009970031678676605224609375,-412.708580493927001953125,-705.950558185577392578125,-259.102880954742431640625,660.09461879730224609375
1,1766926132,2,5eb1d0f7-c284-4d9c-975b-8a4cb0f27942,1766926134,1766926140,6,.tests/optimization_example_all_float  --x=958.87450687587261199951 --y=866.20811372995376586914 --z=727.66833566129207611084 --a=-984.37221162021160125732,0,,runnervmh13bl,1_0,COMPLETED,BOTORCH_MODULAR,-31523619.463886298239231109619140625,958.87450687587261199951171875,866.208113729953765869140625,727.66833566129207611083984375,-984.37221162021160125732421875


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

Current git-hash: 309680f3409e7c692dbb1796c4da73093ba2b9e7 (last fully tested stable version 2 commits ago [a9c21ad87ea89b1e05ea7b0e72bb8d5bea0cacb9, 9173])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 12:48:37] 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: c35539ef-1ad0-4e2a-9ce5-718b6bdfd453
  _________________________________________________
 /                                                 \
| OmniOpt2 - Tuning hyperparameters with the finess |
| e of a cat trying not to knock over the vase.     |
 \                                                 /
  =================================================
                                                  \
                                                   \
                                                    \
                                                     |\_/|,,_____,~~`
                                                     (.".)~~     )`~}}
                                                      \o/\ /---~\\ ~}}
                                                        _//    _// ~}
omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=1 --gpus=0 --num_random_steps=1 --send_anonymized_usage_stats --run_program=LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK --cpus_per_task=1 --nodes_per_job=1 --model=BOTORCH_MODULAR --run_mode=local --parameter x range -1000 1000 float --parameter y range -1000 1000 float --parameter z range -1000 1000 float --parameter a range -1000 1000 float --live_share --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=403 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_all_float  --x=%(x) --y=%(y) --z=%(z) --a=%(a)

                      Experiment parameters                      
┏━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type  ┃ Lower bound ┃ Upper bound ┃ Type  ┃ Log Scale? ┃
┡━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ x    │ range │ -1000       │ 1000        │ float │ No         │
│ y    │ range │ -1000       │ 1000        │ float │ No         │
│ z    │ range │ -1000       │ 1000        │ float │ No         │
│ a    │ range │ -1000       │ 1000        │ float │ 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)                                      
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ x                 ┃ y                 ┃ z                 ┃ a                  ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 958.8745068758726 │ 866.2081137299538 │ 727.6683356612921 │ -984.3722116202116 │ -31523619.4638863 │
└───────────────────┴───────────────────┴───────────────────┴────────────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.037 │    1 │        0.037 │
│         2 │   0.367 │    1 │        0.367 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.202 │      │              │
│    Median │   0.202 │      │              │
│     Total │   0.403 │      │              │
│       Max │   0.367 │      │              │
│       Min │   0.037 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.242 │    1 │        0.242 │
│       2 │   0.092 │    1 │        0.092 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.167 │      │              │
│  Median │   0.167 │      │              │
│   Total │   0.334 │      │              │
│     Max │   0.242 │      │              │
│     Min │   0.092 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 12:48:41 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): SOBOL, Started OmniOpt2 run...
2025-12-28 12:48:41 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): SOBOL, getting new HP set (no sbatch)
2025-12-28 12:48:41 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2025-12-28 12:48:41 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): SOBOL, eval #1/1 start                    
2025-12-28 12:48:41 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): SOBOL, starting new job                   
2025-12-28 12:48:41 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): SOBOL, started new job                    
2025-12-28 12:48:50 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): SOBOL, new result: RESULT: -11788819.150100
2025-12-28 12:48:52 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): SOBOL, best RESULT: -11788819.1500997, finishing jobs, finished 1 job
2025-12-28 12:48:52 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): BOTORCH_MODULAR, best RESULT: -11788819.1500997, getting new HP set (no sbatch)
2025-12-28 12:48:52 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): BOTORCH_MODULAR, best RESULT: -11788819.1500997, requested 1 jobs, got 1, 0.37 s/job
2025-12-28 12:48:52 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): BOTORCH_MODULAR, best RESULT: -11788819.1500997, eval #1/1 start                    
2025-12-28 12:48:52 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): BOTORCH_MODULAR, best RESULT: -11788819.1500997, starting new job                   
2025-12-28 12:48:52 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): BOTORCH_MODULAR, best RESULT: -11788819.1500997, started new job                    
2025-12-28 12:49:01 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): BOTORCH_MODULAR, best RESULT: -11788819.1500997, new result: RESULT: -31523619.463886
2025-12-28 12:49:03 (5eb1d0f7-c284-4d9c-975b-8a4cb0f27942): BOTORCH_MODULAR, best RESULT: -31523619.4638863, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.242 │    1 │        0.242 │
│       2 │   0.092 │    1 │        0.092 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.167 │      │              │
│  Median │   0.167 │      │              │
│   Total │   0.334 │      │              │
│     Max │   0.242 │      │              │
│     Min │   0.092 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.037 │    1 │        0.037 │
│         2 │   0.367 │    1 │        0.367 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.202 │      │              │
│    Median │   0.202 │      │              │
│     Total │   0.403 │      │              │
│       Max │   0.367 │      │              │
│       Min │   0.037 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK']]
experiment_name	example_all_float
mem_gb	4
parameter	[['x', 'range', '-1000', '1000', 'float'], ['y', 'range', '-1000', '1000', 'float'], ['z', 'range', '-1000', '1000', 'float'], ['a', 'range', '-1000',
	'1000', 'float']]
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	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
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	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
1766926118,784.4765625,27.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-31523619.4639	-11788819.1501	-21656219.307	9867400.1569	2
x	-412.7086	958.8745	273.083	685.7915	2
y	-705.9506	866.2081	80.1288	786.0793	2
z	-259.1029	727.6683	234.2827	493.3856	2
a	-984.3722	660.0946	-162.1388	822.2334	2

submitit INFO (2025-12-28 12:48:42,018) - Starting with JobEnvironment(job_id=128284, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 12:48:42,018) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/128284/128284_submitted.pkl
Trial-Index: 0

Parameters: {"x": -412.708580493927, "y": -705.9505581855774, "z": -259.10288095474243, "a": 660.0946187973022}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-412.70858049392700195312 --y=-705.95055818557739257812 --z=-259.10288095474243164062 --a=660.09461879730224609375 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766923242.9638355
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766925369.177635
Last modification: 1766923242.9638355
Hostname: runnervmh13bl
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-412.70858049392700195312 --y=-705.95055818557739257812 --z=-259.10288095474243164062 --a=660.09461879730224609375 
stdout:
 x: -412.70858049392700195312
y: -705.95055818557739257812
z: -259.10288095474243164062
a: 660.09461879730224609375
RESULT: -11788819.1500997

stderr was empty
Result: {'RESULT': -11788819.1500997}
Final-results: {'RESULT': -11788819.1500997}
EXIT_CODE: 0
submitit INFO (2025-12-28 12:48:49,723) - Job completed successfully
submitit INFO (2025-12-28 12:48:49,723) - Exiting after successful completion