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
1000.0	-630.4953753974847	964.9573835577263	1000.0	-33056400.6739316

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 14:58:24 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): BOTORCH_MODULAR, best RESULT: -33056400.6739316, finishing jobs, finished 1 job

Git-Version

Commit: aff3754879666970bb5ac65f0492348de2ba3f04 (9176-7-gaff375487)

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
0,1766933883,2,91bada28-4a18-4ffa-9781-bc3e2ee97ce4,1766933885,1766933891,6,.tests/optimization_example_all_float  --x=7.26211071014404296875 --y=-87.18413114547729492188 --z=-299.68106746673583984375 --a=-57.75892734527587890625,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-1051327.280887990025803446769714355469,7.26211071014404296875,-87.184131145477294921875,-299.68106746673583984375,-57.75892734527587890625
1,1766933894,2,91bada28-4a18-4ffa-9781-bc3e2ee97ce4,1766933896,1766933902,6,.tests/optimization_example_all_float  --x=1000 --y=-630.49537539748473591317 --z=964.95738355772630256979 --a=1000,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-33056400.673931598663330078125,1000,-630.495375397484735913167241960764,964.957383557726302569790277630091,1000


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

Current git-hash: aff3754879666970bb5ac65f0492348de2ba3f04 (last fully tested stable version 7 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 14:58:00] 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: 0c6c7058-a7f5-4610-ace4-90f16beaca65
  _________________________________________________
 /                                                 \
| OmniOpt2 - Walking the fine line between overfit  |
| and underfit like a tightrope artist.             |
 \                                                 /
  =================================================
                                                       \
                                                        \
                                                         \
                                                          \
                                                                             .       .
                                                                            / `.   .' \
                                                                    .---.  <    > <    >  .---.
                                                                    |    \  \ - ~ ~ - /  /    |
                                                        _____        ~-..-~             ~-..-~
                                                       |     |   \~~~\.'                    `./~~~/
                                                      ---------   \__/                        \__/
                                                     .'  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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=412 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            ┃
┡━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 1000.0 │ -630.4953753974847 │ 964.9573835577263 │ 1000.0 │ -33056400.6739316 │
└────────┴────────────────────┴───────────────────┴────────┴───────────────────┘
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 │   0.303 │    1 │        0.303 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.163 │      │              │
│    Median │   0.163 │      │              │
│     Total │   0.327 │      │              │
│       Max │   0.303 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.108 │    1 │        0.108 │
│       2 │   0.071 │    1 │        0.071 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.090 │      │              │
│  Median │   0.090 │      │              │
│   Total │   0.180 │      │              │
│     Max │   0.108 │      │              │
│     Min │   0.071 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 14:58:03 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): SOBOL, Started OmniOpt2 run...
2025-12-28 14:58:03 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): SOBOL, getting new HP set (no sbatch)
2025-12-28 14:58:03 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-28 14:58:03 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): SOBOL, eval #1/1 start                    
2025-12-28 14:58:03 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): SOBOL, starting new job                   
2025-12-28 14:58:03 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): SOBOL, started new job                    
2025-12-28 14:58:12 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): SOBOL, new result: RESULT: -1051327.280888
2025-12-28 14:58:13 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): SOBOL, best RESULT: -1051327.28088799, finishing jobs, finished 1 job
2025-12-28 14:58:14 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): BOTORCH_MODULAR, best RESULT: -1051327.28088799, getting new HP set (no sbatch)
2025-12-28 14:58:14 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): BOTORCH_MODULAR, best RESULT: -1051327.28088799, requested 1 jobs, got 1, 0.30 s/job
2025-12-28 14:58:14 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): BOTORCH_MODULAR, best RESULT: -1051327.28088799, eval #1/1 start                    
2025-12-28 14:58:14 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): BOTORCH_MODULAR, best RESULT: -1051327.28088799, starting new job                   
2025-12-28 14:58:14 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): BOTORCH_MODULAR, best RESULT: -1051327.28088799, started new job                    
2025-12-28 14:58:23 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): BOTORCH_MODULAR, best RESULT: -1051327.28088799, new result: RESULT: -33056400.673932
2025-12-28 14:58:24 (91bada28-4a18-4ffa-9781-bc3e2ee97ce4): BOTORCH_MODULAR, best RESULT: -33056400.6739316, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.108 │    1 │        0.108 │
│       2 │   0.071 │    1 │        0.071 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.090 │      │              │
│  Median │   0.090 │      │              │
│   Total │   0.180 │      │              │
│     Max │   0.108 │      │              │
│     Min │   0.071 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.303 │    1 │        0.303 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.163 │      │              │
│    Median │   0.163 │      │              │
│     Total │   0.327 │      │              │
│       Max │   0.303 │      │              │
│       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
1766933881,756.29296875,28.5

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-33056400.6739	-1051327.2809	-17053863.9774	16002536.6965	2
x	7.2621	1000	503.6311	496.3689	2
y	-630.4954	-87.1841	-358.8398	271.6556	2
z	-299.6811	964.9574	332.6382	632.3192	2
a	-57.7589	1000	471.1205	528.8795	2

submitit INFO (2025-12-28 14:58:03,826) - Starting with JobEnvironment(job_id=108950, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 14:58:03,826) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/108950/108950_submitted.pkl
Trial-Index: 0

Parameters: {"x": 7.262110710144043, "y": -87.1841311454773, "z": -299.68106746673584, "a": -57.75892734527588}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=7.26211071014404296875 --y=-87.18413114547729492188 --z=-299.68106746673583984375 --a=-57.75892734527587890625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766931943.5815527
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766933885.38573
Last modification: 1766931943.5815527
Hostname: runnervmdwttx
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=7.26211071014404296875 --y=-87.18413114547729492188 --z=-299.68106746673583984375 --a=-57.75892734527587890625 
stdout:
 x: 7.26211071014404296875
y: -87.18413114547729492188
z: -299.68106746673583984375
a: -57.75892734527587890625
RESULT: -1051327.28088799

stderr was empty
Result: {'RESULT': -1051327.28088799}
Final-results: {'RESULT': -1051327.28088799}
EXIT_CODE: 0
submitit INFO (2025-12-28 14:58:11,408) - Job completed successfully
submitit INFO (2025-12-28 14:58:11,409) - Exiting after successful completion