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
-969.4663640111685	-970.1449014246464	5.065290257334709	926.2641984969378	-27493849.5517229

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 14:31:24 (6a525ae0-7585-4009-ac1f-9b09a0687323): BOTORCH_MODULAR, best RESULT: -27493849.5517229, finishing jobs, finished 1 job

Git-Version

Commit: e0dda87f7a0155d84888f38c23a9af61587994b6 (9176-1-ge0dda87f7)

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
0,1766932263,2,6a525ae0-7585-4009-ac1f-9b09a0687323,1766932265,1766932271,6,.tests/optimization_example_all_float  --x=635.5264186859130859375 --y=851.37760639190673828125 --z=-54.5673370361328125 --a=-684.40809845924377441406,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-15928220.849101699888706207275390625,635.5264186859130859375,851.37760639190673828125,-54.5673370361328125,-684.4080984592437744140625
1,1766932274,2,6a525ae0-7585-4009-ac1f-9b09a0687323,1766932276,1766932282,6,.tests/optimization_example_all_float  --x=-969.46636401116847991943 --y=-970.14490142464637756348 --z=5.06529025733470916748 --a=926.26419849693775177002,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-27493849.55172289907932281494140625,-969.46636401116847991943359375,-970.1449014246463775634765625,5.06529025733470916748046875,926.26419849693775177001953125


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

Current git-hash: e0dda87f7a0155d84888f38c23a9af61587994b6 (last fully tested stable version 1 commit ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 14:31:00] 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: 7ca31825-f8bd-4981-9f66-a49d7b62fade
  _________________________________________________
 /                                                 \
| OmniOpt2 - Walking the fine line between overfit  |
| and underfit like a tightrope artist.             |
 \                                                 /
  =================================================
                                                       \
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                                                                             .       .
                                                                            / `.   .' \
                                                                    .---.  <    > <    >  .---.
                                                                    |    \  \ - ~ ~ - /  /    |
                                                        _____        ~-..-~             ~-..-~
                                                       |     |   \~~~\.'                    `./~~~/
                                                      ---------   \__/                        \__/
                                                     .'  O    \     /               /       \  "
                                                    (_____,    `._.'               |         }  \/~~~/
                                                     `----.          /       }     |        /    \__/
                                                           `-.      |       /      |       /      `. ,~~|
                                                               ~-.__|      /_ - ~ ^|      /- _      `..-'   f:  f:
                                                                    |     /        |     /     ~-.     `-. _|| _||_
                                                                    |_____|        |_____|         ~ - . _ _ _ _ __>
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=410 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -969.4663640111685 │ -970.1449014246464 │ 5.065290257334709 │ 926.2641984969378 │ -27493849.5517229 │
└────────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.274 │    1 │        0.274 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.148 │      │              │
│    Median │   0.148 │      │              │
│     Total │   0.297 │      │              │
│       Max │   0.274 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.106 │    1 │        0.106 │
│       2 │   0.066 │    1 │        0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.086 │      │              │
│  Median │   0.086 │      │              │
│   Total │   0.171 │      │              │
│     Max │   0.106 │      │              │
│     Min │   0.066 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 14:31:03 (6a525ae0-7585-4009-ac1f-9b09a0687323): SOBOL, Started OmniOpt2 run...
2025-12-28 14:31:03 (6a525ae0-7585-4009-ac1f-9b09a0687323): SOBOL, getting new HP set (no sbatch)
2025-12-28 14:31:03 (6a525ae0-7585-4009-ac1f-9b09a0687323): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-28 14:31:03 (6a525ae0-7585-4009-ac1f-9b09a0687323): SOBOL, eval #1/1 start                    
2025-12-28 14:31:03 (6a525ae0-7585-4009-ac1f-9b09a0687323): SOBOL, starting new job                   
2025-12-28 14:31:03 (6a525ae0-7585-4009-ac1f-9b09a0687323): SOBOL, started new job                    
2025-12-28 14:31:12 (6a525ae0-7585-4009-ac1f-9b09a0687323): SOBOL, new result: RESULT: -15928220.849102
2025-12-28 14:31:14 (6a525ae0-7585-4009-ac1f-9b09a0687323): SOBOL, best RESULT: -15928220.8491017, finishing jobs, finished 1 job
2025-12-28 14:31:14 (6a525ae0-7585-4009-ac1f-9b09a0687323): BOTORCH_MODULAR, best RESULT: -15928220.8491017, getting new HP set (no sbatch)
2025-12-28 14:31:14 (6a525ae0-7585-4009-ac1f-9b09a0687323): BOTORCH_MODULAR, best RESULT: -15928220.8491017, requested 1 jobs, got 1, 0.27 s/job
2025-12-28 14:31:14 (6a525ae0-7585-4009-ac1f-9b09a0687323): BOTORCH_MODULAR, best RESULT: -15928220.8491017, eval #1/1 start                    
2025-12-28 14:31:14 (6a525ae0-7585-4009-ac1f-9b09a0687323): BOTORCH_MODULAR, best RESULT: -15928220.8491017, starting new job                   
2025-12-28 14:31:14 (6a525ae0-7585-4009-ac1f-9b09a0687323): BOTORCH_MODULAR, best RESULT: -15928220.8491017, started new job                    
2025-12-28 14:31:23 (6a525ae0-7585-4009-ac1f-9b09a0687323): BOTORCH_MODULAR, best RESULT: -15928220.8491017, new result: RESULT: -27493849.551723
2025-12-28 14:31:24 (6a525ae0-7585-4009-ac1f-9b09a0687323): BOTORCH_MODULAR, best RESULT: -27493849.5517229, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.106 │    1 │        0.106 │
│       2 │   0.066 │    1 │        0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.086 │      │              │
│  Median │   0.086 │      │              │
│   Total │   0.171 │      │              │
│     Max │   0.106 │      │              │
│     Min │   0.066 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.274 │    1 │        0.274 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.148 │      │              │
│    Median │   0.148 │      │              │
│     Total │   0.297 │      │              │
│       Max │   0.274 │      │              │
│       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
1766932261,756.69140625,28.6

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-27493849.5517	-15928220.8491	-21711035.2004	5782814.3513	2
x	-969.4664	635.5264	-166.97	802.4964	2
y	-970.1449	851.3776	-59.3836	910.7613	2
z	-54.5673	5.0653	-24.751	29.8163	2
a	-684.4081	926.2642	120.9281	805.3361	2

submitit INFO (2025-12-28 14:31:03,822) - Starting with JobEnvironment(job_id=131167, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 14:31:03,822) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/131167/131167_submitted.pkl
Trial-Index: 0

Parameters: {"x": 635.5264186859131, "y": 851.3776063919067, "z": -54.56733703613281, "a": -684.4080984592438}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=635.5264186859130859375 --y=851.37760639190673828125 --z=-54.5673370361328125 --a=-684.40809845924377441406 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766929709.7815523
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766931617.4168818
Last modification: 1766929709.7815523
Hostname: runnervmdwttx
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=635.5264186859130859375 --y=851.37760639190673828125 --z=-54.5673370361328125 --a=-684.40809845924377441406 
stdout:
 x: 635.5264186859130859375
y: 851.37760639190673828125
z: -54.5673370361328125
a: -684.40809845924377441406
RESULT: -15928220.8491017

stderr was empty
Result: {'RESULT': -15928220.8491017}
Final-results: {'RESULT': -15928220.8491017}
EXIT_CODE: 0
submitit INFO (2025-12-28 14:31:11,389) - Job completed successfully
submitit INFO (2025-12-28 14:31:11,389) - Exiting after successful completion