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
-754.7021955902827	892.3244307435269	-824.7650445624373	916.7218294070763	-28863619.5717419

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

2026-02-08 05:45:18 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): BOTORCH_MODULAR, best RESULT: -28863619.5717419, finishing jobs, finished 1 job

Git-Version

Commit: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (9230)

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
0,1770529497,1,1839fe9c-3881-4baa-a3d3-7e56f9d9d623,1770529498,1770529505,7,.tests/optimization_example_all_float  --x=341.55499935150146484375 --y=-895.55922895669937133789 --z=187.43503093719482421875 --a=-451.1330127716064453125,0,,runnervmwffz4,0_0,COMPLETED,SOBOL,-11641117.7167978994548320770263671875,341.55499935150146484375,-895.559228956699371337890625,187.43503093719482421875,-451.1330127716064453125
1,1770529508,2,1839fe9c-3881-4baa-a3d3-7e56f9d9d623,1770529510,1770529516,6,.tests/optimization_example_all_float  --x=-754.70219559028271305579 --y=892.32443074352693201945 --z=-824.7650445624373105602 --a=916.72182940707625675714,0,,runnervmwffz4,1_0,COMPLETED,BOTORCH_MODULAR,-28863619.571741901338100433349609375,-754.702195590282713055785279721022,892.324430743526932019449304789305,-824.765044562437310560198966413736,916.721829407076256757136434316635


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

Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-08 05:44:52] 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: 12628a0c-0dc5-476b-87c2-41331e9cc319
  _________________________________________________
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| OmniOpt2 - A trip through the hyperspace of the p |
| arameter landscape.                               |
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                                                       (____(____)
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=1 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -754.7021955902827 │ 892.3244307435269 │ -824.7650445624373 │ 916.7218294070763 │ -28863619.5717419 │
└────────────────────┴───────────────────┴────────────────────┴───────────────────┴───────────────────┘
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           2           │ 6.00 sec  │ 7.00 sec  │   6.50 sec   │  6.50 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.039 │    1 │        0.039 │
│         2 │   0.413 │    1 │        0.413 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.226 │      │              │
│    Median │   0.226 │      │              │
│     Total │   0.452 │      │              │
│       Max │   0.413 │      │              │
│       Min │   0.039 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.230 │    1 │        0.230 │
│       2 │   0.083 │    1 │        0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.156 │      │              │
│  Median │   0.156 │      │              │
│   Total │   0.313 │      │              │
│     Max │   0.230 │      │              │
│     Min │   0.083 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-02-08 05:44:56 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): SOBOL, Started OmniOpt2 run...
2026-02-08 05:44:56 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): SOBOL, getting new HP set (no sbatch)
2026-02-08 05:44:56 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-02-08 05:44:57 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): SOBOL, eval #1/1 start                    
2026-02-08 05:44:57 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): SOBOL, starting new job                   
2026-02-08 05:44:57 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): SOBOL, started new job                    
2026-02-08 05:45:06 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): SOBOL, new result: RESULT: -11641117.716798
2026-02-08 05:45:07 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): SOBOL, best RESULT: -11641117.7167979, finishing jobs, finished 1 job
2026-02-08 05:45:08 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): BOTORCH_MODULAR, best RESULT: -11641117.7167979, getting new HP set (no sbatch)
2026-02-08 05:45:08 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): BOTORCH_MODULAR, best RESULT: -11641117.7167979, requested 1 jobs, got 1, 0.41 s/job
2026-02-08 05:45:08 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): BOTORCH_MODULAR, best RESULT: -11641117.7167979, eval #1/1 start                    
2026-02-08 05:45:08 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): BOTORCH_MODULAR, best RESULT: -11641117.7167979, starting new job                   
2026-02-08 05:45:08 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): BOTORCH_MODULAR, best RESULT: -11641117.7167979, started new job                    
2026-02-08 05:45:17 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): BOTORCH_MODULAR, best RESULT: -11641117.7167979, new result: RESULT: -28863619.571742
2026-02-08 05:45:18 (1839fe9c-3881-4baa-a3d3-7e56f9d9d623): BOTORCH_MODULAR, best RESULT: -28863619.5717419, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.230 │    1 │        0.230 │
│       2 │   0.083 │    1 │        0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.156 │      │              │
│  Median │   0.156 │      │              │
│   Total │   0.313 │      │              │
│     Max │   0.230 │      │              │
│     Min │   0.083 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.039 │    1 │        0.039 │
│         2 │   0.413 │    1 │        0.413 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.226 │      │              │
│    Median │   0.226 │      │              │
│     Total │   0.452 │      │              │
│       Max │   0.413 │      │              │
│       Min │   0.039 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1770529494,791.51171875,26.9

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.5	0.5	2
RESULT	-28863619.5717	-11641117.7168	-20252368.6443	8611250.9275	2
x	-754.7022	341.555	-206.5736	548.1286	2
y	-895.5592	892.3244	-1.6174	893.9418	2
z	-824.765	187.435	-318.665	506.1	2
a	-451.133	916.7218	232.7944	683.9274	2

submitit INFO (2026-02-08 05:44:57,472) - Starting with JobEnvironment(job_id=118502, hostname=runnervmwffz4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-08 05:44:57,472) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/118502/118502_submitted.pkl
Trial-Index: 0

Parameters: {"x": 341.55499935150146, "y": -895.5592289566994, "z": 187.43503093719482, "a": -451.13301277160645}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=341.55499935150146484375 --y=-895.55922895669937133789 --z=187.43503093719482421875 --a=-451.1330127716064453125 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1770526865.6623046
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1770529498.9994907
Last modification: 1770526865.6623046
Hostname: runnervmwffz4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=341.55499935150146484375 --y=-895.55922895669937133789 --z=187.43503093719482421875 --a=-451.1330127716064453125 
stdout:
 x: 341.55499935150146484375
y: -895.55922895669937133789
z: 187.43503093719482421875
a: -451.1330127716064453125
RESULT: -11641117.7167979

stderr was empty
Result: {'RESULT': -11641117.7167979}
Final-results: {'RESULT': -11641117.7167979}
EXIT_CODE: 0
submitit INFO (2026-02-08 05:45:05,015) - Job completed successfully
submitit INFO (2026-02-08 05:45:05,015) - Exiting after successful completion