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
828.8524597883224	-997.5348208099604	696.0446387529373	-974.4380675256252	-31183735.1409188

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

2026-05-01 21:11:13 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): BOTORCH_MODULAR, best RESULT: -31183735.1409188, finishing jobs, finished 1 job

Git-Version

Commit: 997d0a84c9f3676ab83077d5b431c1fe7626cc5c (9288-2-g997d0a84c)

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
0,1777669852,2,1e6c1121-21fe-46bf-bb42-a407c90ae88f,1777669854,1777669860,6,.tests/optimization_example_all_float  --x=-704.62381839752197265625 --y=155.48229217529296875 --z=-196.75052165985107421875 --a=714.74397182464599609375,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-10717498.835556499660015106201171875,-704.62381839752197265625,155.48229217529296875,-196.75052165985107421875,714.74397182464599609375
1,1777669863,2,1e6c1121-21fe-46bf-bb42-a407c90ae88f,1777669865,1777669871,6,.tests/optimization_example_all_float  --x=828.85245978832244873047 --y=-997.53482080996036529541 --z=696.04463875293731689453 --a=-974.43806752562522888184,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-31183735.140918798744678497314453125,828.85245978832244873046875,-997.53482080996036529541015625,696.04463875293731689453125,-974.4380675256252288818359375


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

Current git-hash: 997d0a84c9f3676ab83077d5b431c1fe7626cc5c (last fully tested stable version 2 commits ago [b50b0047e00bec42f485a7cfa2dd30407325ab3c, 9288])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-01 21:10:50] 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: b41083e4-dd92-4e28-93cf-3c451ea569b7
  ___________________________________________
| OmniOpt2 - Like a hyperparameter whisperer. |
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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/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=75 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 828.8524597883224 │ -997.5348208099604 │ 696.0446387529373 │ -974.4380675256252 │ -31183735.1409188 │
└───────────────────┴────────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.279 │    1 │        0.279 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.151 │      │              │
│    Median │   0.151 │      │              │
│     Total │   0.302 │      │              │
│       Max │   0.279 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.248 │    1 │        0.248 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.182 │      │              │
│  Median │   0.182 │      │              │
│   Total │   0.365 │      │              │
│     Max │   0.248 │      │              │
│     Min │   0.117 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-01 21:10:52 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): SOBOL, Started OmniOpt2 run...
2026-05-01 21:10:52 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): SOBOL, getting new HP set (no sbatch)
2026-05-01 21:10:52 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-01 21:10:52 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): SOBOL, eval #1/1 start                    
2026-05-01 21:10:52 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): SOBOL, starting new job                   
2026-05-01 21:10:52 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): SOBOL, started new job                    
2026-05-01 21:11:01 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): SOBOL, new result: RESULT: -10717498.835556
2026-05-01 21:11:02 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): SOBOL, best RESULT: -10717498.8355565, finishing jobs, finished 1 job
2026-05-01 21:11:03 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): BOTORCH_MODULAR, best RESULT: -10717498.8355565, getting new HP set (no sbatch)
2026-05-01 21:11:03 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): BOTORCH_MODULAR, best RESULT: -10717498.8355565, requested 1 jobs, got 1, 0.28 s/job
2026-05-01 21:11:03 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): BOTORCH_MODULAR, best RESULT: -10717498.8355565, eval #1/1 start                    
2026-05-01 21:11:03 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): BOTORCH_MODULAR, best RESULT: -10717498.8355565, starting new job                   
2026-05-01 21:11:03 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): BOTORCH_MODULAR, best RESULT: -10717498.8355565, started new job                    
2026-05-01 21:11:12 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): BOTORCH_MODULAR, best RESULT: -10717498.8355565, new result: RESULT: -31183735.140919
2026-05-01 21:11:13 (1e6c1121-21fe-46bf-bb42-a407c90ae88f): BOTORCH_MODULAR, best RESULT: -31183735.1409188, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.248 │    1 │        0.248 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.182 │      │              │
│  Median │   0.182 │      │              │
│   Total │   0.365 │      │              │
│     Max │   0.248 │      │              │
│     Min │   0.117 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.279 │    1 │        0.279 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.151 │      │              │
│    Median │   0.151 │      │              │
│     Total │   0.302 │      │              │
│       Max │   0.279 │      │              │
│       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
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
1777669850,740.7421875,28.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-31183735.1409	-10717498.8356	-20950616.9882	10233118.1527	2
x	-704.6238	828.8525	62.1143	766.7381	2
y	-997.5348	155.4823	-421.0263	576.5086	2
z	-196.7505	696.0446	249.6471	446.3976	2
a	-974.4381	714.744	-129.847	844.591	2

submitit INFO (2026-05-01 21:10:53,090) - Starting with JobEnvironment(job_id=144493, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-01 21:10:53,091) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/144493/144493_submitted.pkl
Trial-Index: 0

Parameters: {"x": -704.623818397522, "y": 155.48229217529297, "z": -196.75052165985107, "a": 714.743971824646}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-704.62381839752197265625 --y=155.48229217529296875 --z=-196.75052165985107421875 --a=714.74397182464599609375 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1777667045.5930626
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1777669211.7709224
Last modification: 1777667045.5930626
Hostname: runnervmrc6n4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-704.62381839752197265625 --y=155.48229217529296875 --z=-196.75052165985107421875 --a=714.74397182464599609375 
stdout:
 x: -704.62381839752197265625
y: 155.48229217529296875
z: -196.75052165985107421875
a: 714.74397182464599609375
RESULT: -10717498.8355565

stderr was empty
Result: {'RESULT': -10717498.8355565}
Final-results: {'RESULT': -10717498.8355565}
EXIT_CODE: 0
submitit INFO (2026-05-01 21:11:00,550) - Job completed successfully
submitit INFO (2026-05-01 21:11:00,550) - Exiting after successful completion