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
-836.5673236548901	-755.0487853586674	899.9756034463644	982.0950888097286	-30420368.3518157

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

2026-05-03 06:34:14 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): BOTORCH_MODULAR, best RESULT: -30420368.3518157, finishing jobs, finished 1 job

Git-Version

Commit: 997d0a84c9f3676ab83077d5b431c1fe7626cc5c (9290)

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
0,1777790034,1,ac3c43d3-57d2-4f07-9147-8150d3a2605a,1777790035,1777790041,6,.tests/optimization_example_all_float  --x=731.58109188079833984375 --y=750.8285045623779296875 --z=-932.67407268285751342773 --a=-867.27097630500793457031,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-27240159.4189434014260768890380859375,731.58109188079833984375,750.8285045623779296875,-932.674072682857513427734375,-867.2709763050079345703125
1,1777790044,2,ac3c43d3-57d2-4f07-9147-8150d3a2605a,1777790046,1777790052,6,.tests/optimization_example_all_float  --x=-836.5673236548900604248 --y=-755.04878535866737365723 --z=899.975603446364402771 --a=982.09508880972862243652,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-30420368.351815700531005859375,-836.5673236548900604248046875,-755.0487853586673736572265625,899.97560344636440277099609375,982.0950888097286224365234375


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

Current git-hash: 997d0a84c9f3676ab83077d5b431c1fe7626cc5c (version: 9290)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-03 06:33:51] 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: 144dc42d-96b5-4b69-a6e1-766c2484e614
  _________________________________________________
 /                                                 \
| OmniOpt2 - Walking the fine line between overfit  |
| and underfit like a tightrope artist.             |
 \                                                 /
  =================================================
                                                   \
                                                    \
                                                     \
                                                      \
                                                                                 ___-------___
                                                                             _-~~             ~~-_
                                                                          _-~                    /~-_
                                                        /^\__/^\         /~  \                   /    \
                                                      /|  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=79 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -836.5673236548901 │ -755.0487853586674 │ 899.9756034463644 │ 982.0950888097286 │ -30420368.3518157 │
└────────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.024 │    1 │        0.024 │
│         2 │   0.456 │    1 │        0.456 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.240 │      │              │
│    Median │   0.240 │      │              │
│     Total │   0.480 │      │              │
│       Max │   0.456 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.120 │    1 │        0.120 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.095 │      │              │
│  Median │   0.095 │      │              │
│   Total │   0.189 │      │              │
│     Max │   0.120 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-03 06:33:53 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): SOBOL, Started OmniOpt2 run...
2026-05-03 06:33:54 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): SOBOL, getting new HP set (no sbatch)
2026-05-03 06:33:54 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-03 06:33:54 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): SOBOL, eval #1/1 start                    
2026-05-03 06:33:54 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): SOBOL, starting new job                   
2026-05-03 06:33:54 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): SOBOL, started new job                    
2026-05-03 06:34:03 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): SOBOL, new result: RESULT: -27240159.418943
2026-05-03 06:34:04 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): SOBOL, best RESULT: -27240159.4189434, finishing jobs, finished 1 job
2026-05-03 06:34:04 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): BOTORCH_MODULAR, best RESULT: -27240159.4189434, getting new HP set (no sbatch)
2026-05-03 06:34:04 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): BOTORCH_MODULAR, best RESULT: -27240159.4189434, requested 1 jobs, got 1, 0.46 s/job
2026-05-03 06:34:04 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): BOTORCH_MODULAR, best RESULT: -27240159.4189434, eval #1/1 start                    
2026-05-03 06:34:04 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): BOTORCH_MODULAR, best RESULT: -27240159.4189434, starting new job                   
2026-05-03 06:34:04 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): BOTORCH_MODULAR, best RESULT: -27240159.4189434, started new job                    
2026-05-03 06:34:13 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): BOTORCH_MODULAR, best RESULT: -27240159.4189434, new result: RESULT: -30420368.351816
2026-05-03 06:34:14 (ac3c43d3-57d2-4f07-9147-8150d3a2605a): BOTORCH_MODULAR, best RESULT: -30420368.3518157, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.120 │    1 │        0.120 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.095 │      │              │
│  Median │   0.095 │      │              │
│   Total │   0.189 │      │              │
│     Max │   0.120 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.456 │    1 │        0.456 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.240 │      │              │
│    Median │   0.240 │      │              │
│     Total │   0.480 │      │              │
│       Max │   0.456 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1777790032,740.82421875,28.4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-30420368.3518	-27240159.4189	-28830263.8854	1590104.4664	2
x	-836.5673	731.5811	-52.4931	784.0742	2
y	-755.0488	750.8285	-2.1101	752.9386	2
z	-932.6741	899.9756	-16.3492	916.3248	2
a	-867.271	982.0951	57.4121	924.683	2

submitit INFO (2026-05-03 06:33:54,363) - Starting with JobEnvironment(job_id=121722, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-03 06:33:54,363) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/121722/121722_submitted.pkl
Trial-Index: 0

Parameters: {"x": 731.5810918807983, "y": 750.8285045623779, "z": -932.6740726828575, "a": -867.2709763050079}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=731.58109188079833984375 --y=750.8285045623779296875 --z=-932.67407268285751342773 --a=-867.27097630500793457031 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1777787808.155913
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1777790035.8199072
Last modification: 1777787808.155913
Hostname: runnervmrc6n4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=731.58109188079833984375 --y=750.8285045623779296875 --z=-932.67407268285751342773 --a=-867.27097630500793457031 
stdout:
 x: 731.58109188079833984375
y: 750.8285045623779296875
z: -932.67407268285751342773
a: -867.27097630500793457031
RESULT: -27240159.4189434

stderr was empty
Result: {'RESULT': -27240159.4189434}
Final-results: {'RESULT': -27240159.4189434}
EXIT_CODE: 0
submitit INFO (2026-05-03 06:34:01,843) - Job completed successfully
submitit INFO (2026-05-03 06:34:01,843) - Exiting after successful completion