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
852.7193162590265	-914.8871712386608	-983.5140947252512	909.3111827969551	-33596011.6383948

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

2026-03-01 05:34:40 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): BOTORCH_MODULAR, best RESULT: -33596011.6383948, finishing jobs, finished 1 job

Git-Version

Commit: 747fe7706a7fd36667018db94e6396efbd886d4b (9271)

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
0,1772343258,2,57ca0bf2-c33a-4f1a-821c-6bddcf8e969c,1772343260,1772343266,6,.tests/optimization_example_all_float  --x=-453.92358303070068359375 --y=189.82350826263427734375 --z=816.4520263671875 --a=-798.2146739959716796875,0,,runnervmnay03,0_0,COMPLETED,SOBOL,-15478309.6214372999966144561767578125,-453.92358303070068359375,189.82350826263427734375,816.4520263671875,-798.2146739959716796875
1,1772343269,2,57ca0bf2-c33a-4f1a-821c-6bddcf8e969c,1772343271,1772343277,6,.tests/optimization_example_all_float  --x=852.71931625902652740479 --y=-914.88717123866081237793 --z=-983.51409472525119781494 --a=909.31118279695510864258,0,,runnervmnay03,1_0,COMPLETED,BOTORCH_MODULAR,-33596011.6383948028087615966796875,852.71931625902652740478515625,-914.8871712386608123779296875,-983.51409472525119781494140625,909.311182796955108642578125


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

Current git-hash: 747fe7706a7fd36667018db94e6396efbd886d4b (version: 9271)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 03-01 05:34:14] 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]`.
Run-UUID: 341686ab-9ad0-4862-8fe5-40c20f6898c3
  _______________________________________________
| OmniOpt2 - In pursuit of the ultimate accuracy! |
  ===============================================
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                                                                  .---.  <    > <    >  .---.
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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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=28 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 852.7193162590265 │ -914.8871712386608 │ -983.5140947252512 │ 909.3111827969551 │ -33596011.6383948 │
└───────────────────┴────────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │   0.040 │    1 │        0.040 │
│         2 │   0.381 │    1 │        0.381 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.210 │      │              │
│    Median │   0.210 │      │              │
│     Total │   0.421 │      │              │
│       Max │   0.381 │      │              │
│       Min │   0.040 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.259 │    1 │        0.259 │
│       2 │   0.086 │    1 │        0.086 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.173 │      │              │
│  Median │   0.173 │      │              │
│   Total │   0.345 │      │              │
│     Max │   0.259 │      │              │
│     Min │   0.086 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-03-01 05:34:18 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): SOBOL, Started OmniOpt2 run...
2026-03-01 05:34:18 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): SOBOL, getting new HP set (no sbatch)
2026-03-01 05:34:18 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-03-01 05:34:18 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): SOBOL, eval #1/1 start                    
2026-03-01 05:34:18 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): SOBOL, starting new job                   
2026-03-01 05:34:18 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): SOBOL, started new job                    
2026-03-01 05:34:27 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): SOBOL, new result: RESULT: -15478309.621437
2026-03-01 05:34:29 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): SOBOL, best RESULT: -15478309.6214373, finishing jobs, finished 1 job
2026-03-01 05:34:29 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): BOTORCH_MODULAR, best RESULT: -15478309.6214373, getting new HP set (no sbatch)
2026-03-01 05:34:29 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): BOTORCH_MODULAR, best RESULT: -15478309.6214373, requested 1 jobs, got 1, 0.38 s/job
2026-03-01 05:34:29 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): BOTORCH_MODULAR, best RESULT: -15478309.6214373, eval #1/1 start                    
2026-03-01 05:34:29 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): BOTORCH_MODULAR, best RESULT: -15478309.6214373, starting new job                   
2026-03-01 05:34:29 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): BOTORCH_MODULAR, best RESULT: -15478309.6214373, started new job                    
2026-03-01 05:34:38 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): BOTORCH_MODULAR, best RESULT: -15478309.6214373, new result: RESULT: -33596011.638395
2026-03-01 05:34:40 (57ca0bf2-c33a-4f1a-821c-6bddcf8e969c): BOTORCH_MODULAR, best RESULT: -33596011.6383948, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.259 │    1 │        0.259 │
│       2 │   0.086 │    1 │        0.086 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.173 │      │              │
│  Median │   0.173 │      │              │
│   Total │   0.345 │      │              │
│     Max │   0.259 │      │              │
│     Min │   0.086 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.040 │    1 │        0.040 │
│         2 │   0.381 │    1 │        0.381 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.210 │      │              │
│    Median │   0.210 │      │              │
│     Total │   0.421 │      │              │
│       Max │   0.381 │      │              │
│       Min │   0.040 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
nr_evals_per_arm	1
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
1772343256,793.8828125,26.9

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-33596011.6384	-15478309.6214	-24537160.6299	9058851.0085	2
x	-453.9236	852.7193	199.3979	653.3214	2
y	-914.8872	189.8235	-362.5318	552.3553	2
z	-983.5141	816.452	-83.531	899.9831	2
a	-798.2147	909.3112	55.5483	853.7629	2

submitit INFO (2026-03-01 05:34:18,997) - Starting with JobEnvironment(job_id=119280, hostname=runnervmnay03, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-03-01 05:34:18,997) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/119280/119280_submitted.pkl
Trial-Index: 0

Parameters: {"x": -453.9235830307007, "y": 189.82350826263428, "z": 816.4520263671875, "a": -798.2146739959717}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-453.92358303070068359375 --y=189.82350826263427734375 --z=816.4520263671875 --a=-798.2146739959716796875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1772340693.036728
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1772343260.557377
Last modification: 1772340693.036728
Hostname: runnervmnay03
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-453.92358303070068359375 --y=189.82350826263427734375 --z=816.4520263671875 --a=-798.2146739959716796875 
stdout:
 x: -453.92358303070068359375
y: 189.82350826263427734375
z: 816.4520263671875
a: -798.2146739959716796875
RESULT: -15478309.6214373

stderr was empty
Result: {'RESULT': -15478309.6214373}
Final-results: {'RESULT': -15478309.6214373}
EXIT_CODE: 0
submitit INFO (2026-03-01 05:34:26,574) - Job completed successfully
submitit INFO (2026-03-01 05:34:26,575) - Exiting after successful completion