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
983.6448263376951	-782.8593086451292	-802.7729224413633	-797.18117415905	-28725749.9605427

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 12:49:51 (fb983739-1c21-4279-8cfd-264c11b43cca): BOTORCH_MODULAR, best RESULT: -28725749.9605427, finishing jobs, finished 1 job

Git-Version

Commit: 615815d7faceb30fd81f992ecff2c39b1a8872ef (9173-3-g615815d7f)

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
0,1766926170,2,fb983739-1c21-4279-8cfd-264c11b43cca,1766926172,1766926178,6,.tests/optimization_example_all_float  --x=-991.76217801868915557861 --y=294.8844432830810546875 --z=706.093311309814453125 --a=106.53913021087646484375,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-15800601.9800841994583606719970703125,-991.76217801868915557861328125,294.8844432830810546875,706.093311309814453125,106.53913021087646484375
1,1766926181,2,fb983739-1c21-4279-8cfd-264c11b43cca,1766926183,1766926189,6,.tests/optimization_example_all_float  --x=983.64482633769512176514 --y=-782.85930864512920379639 --z=-802.77292244136333465576 --a=-797.18117415904998779297,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-28725749.960542701184749603271484375,983.64482633769512176513671875,-782.85930864512920379638671875,-802.77292244136333465576171875,-797.18117415904998779296875


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

Current git-hash: 615815d7faceb30fd81f992ecff2c39b1a8872ef (last fully tested stable version 3 commits ago [a9c21ad87ea89b1e05ea7b0e72bb8d5bea0cacb9, 9173])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 12:49:27] 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: 5e437fab-7e65-4322-af22-6d49162ed01b
  _________________________________________________
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| OmniOpt2 - Hyperparameter tuning: the art of maki |
| ng educated guesses look scientific!              |
 \                                                 /
  =================================================
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                                                             /- _  `-/  '
                                                            (/\/ \ \   /\
                                                            / /   | `    \
                                                            O O   ) /    |
                                                            `-^--'`<     '
                                                           (_.)  _  )   /
                                                            `.___/`    /
                                                              `-----' /
                                                 <----.     __ / __   \
                                                 <----|====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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=404 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 983.6448263376951 │ -782.8593086451292 │ -802.7729224413633 │ -797.18117415905 │ -28725749.9605427 │
└───────────────────┴────────────────────┴────────────────────┴──────────────────┴───────────────────┘
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 │   0.023 │    1 │        0.023 │
│         2 │   0.278 │    1 │        0.278 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.151 │      │              │
│    Median │   0.151 │      │              │
│     Total │   0.301 │      │              │
│       Max │   0.278 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.109 │    1 │        0.109 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.178 │      │              │
│     Max │   0.109 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 12:49:30 (fb983739-1c21-4279-8cfd-264c11b43cca): SOBOL, Started OmniOpt2 run...
2025-12-28 12:49:30 (fb983739-1c21-4279-8cfd-264c11b43cca): SOBOL, getting new HP set (no sbatch)
2025-12-28 12:49:30 (fb983739-1c21-4279-8cfd-264c11b43cca): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-28 12:49:30 (fb983739-1c21-4279-8cfd-264c11b43cca): SOBOL, eval #1/1 start                    
2025-12-28 12:49:30 (fb983739-1c21-4279-8cfd-264c11b43cca): SOBOL, starting new job                   
2025-12-28 12:49:30 (fb983739-1c21-4279-8cfd-264c11b43cca): SOBOL, started new job                    
2025-12-28 12:49:39 (fb983739-1c21-4279-8cfd-264c11b43cca): SOBOL, new result: RESULT: -15800601.980084
2025-12-28 12:49:41 (fb983739-1c21-4279-8cfd-264c11b43cca): SOBOL, best RESULT: -15800601.9800842, finishing jobs, finished 1 job
2025-12-28 12:49:41 (fb983739-1c21-4279-8cfd-264c11b43cca): BOTORCH_MODULAR, best RESULT: -15800601.9800842, getting new HP set (no sbatch)
2025-12-28 12:49:41 (fb983739-1c21-4279-8cfd-264c11b43cca): BOTORCH_MODULAR, best RESULT: -15800601.9800842, requested 1 jobs, got 1, 0.28 s/job
2025-12-28 12:49:41 (fb983739-1c21-4279-8cfd-264c11b43cca): BOTORCH_MODULAR, best RESULT: -15800601.9800842, eval #1/1 start                    
2025-12-28 12:49:41 (fb983739-1c21-4279-8cfd-264c11b43cca): BOTORCH_MODULAR, best RESULT: -15800601.9800842, starting new job                   
2025-12-28 12:49:41 (fb983739-1c21-4279-8cfd-264c11b43cca): BOTORCH_MODULAR, best RESULT: -15800601.9800842, started new job                    
2025-12-28 12:49:50 (fb983739-1c21-4279-8cfd-264c11b43cca): BOTORCH_MODULAR, best RESULT: -15800601.9800842, new result: RESULT: -28725749.960543
2025-12-28 12:49:51 (fb983739-1c21-4279-8cfd-264c11b43cca): BOTORCH_MODULAR, best RESULT: -28725749.9605427, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.109 │    1 │        0.109 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.178 │      │              │
│     Max │   0.109 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.278 │    1 │        0.278 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.151 │      │              │
│    Median │   0.151 │      │              │
│     Total │   0.301 │      │              │
│       Max │   0.278 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1766926168,756.78125,28.7

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28725749.9605	-15800601.9801	-22263175.9703	6462573.9902	2
x	-991.7622	983.6448	-4.0587	987.7035	2
y	-782.8593	294.8844	-243.9874	538.8719	2
z	-802.7729	706.0933	-48.3398	754.4331	2
a	-797.1812	106.5391	-345.321	451.8602	2

submitit INFO (2025-12-28 12:49:31,027) - Starting with JobEnvironment(job_id=108673, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 12:49:31,027) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/108673/108673_submitted.pkl
Trial-Index: 0

Parameters: {"x": -991.7621780186892, "y": 294.88444328308105, "z": 706.0933113098145, "a": 106.53913021087646}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-991.76217801868915557861 --y=294.8844432830810546875 --z=706.093311309814453125 --a=106.53913021087646484375 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766924251.9854565
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766926172.5330756
Last modification: 1766924251.9854565
Hostname: runnervmdwttx
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-991.76217801868915557861 --y=294.8844432830810546875 --z=706.093311309814453125 --a=106.53913021087646484375 
stdout:
 x: -991.76217801868915557861
y: 294.8844432830810546875
z: 706.093311309814453125
a: 106.53913021087646484375
RESULT: -15800601.9800842

stderr was empty
Result: {'RESULT': -15800601.9800842}
Final-results: {'RESULT': -15800601.9800842}
EXIT_CODE: 0
submitit INFO (2025-12-28 12:49:38,556) - Job completed successfully
submitit INFO (2025-12-28 12:49:38,556) - Exiting after successful completion