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
-830.3912729024887	963.2777869701385	921.0434090346098	-886.6212703287601	-32505662.32073

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

2025-10-22 05:26:42 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, best RESULT: -32505662.32073, finishing jobs, finished 1 job

Git-Version

Commit: 6c64fbd932b26c7ccf94272c45bf171fa01f70f8 (8702-8-g6c64fbd93)

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
0,1761110780,2,95f64ee0-ec89-477a-a16c-8564016141ca,1761110782,1761110788,6,.tests/optimization_example_all_float  --x=-111.63693666458129882812 --y=-800.637722015380859375 --z=-928.72317135334014892578 --a=284.219264984130859375,0,,runnervmnfq8z,0_0,COMPLETED,SOBOL,-16119417.20242789946496486663818359375,-111.636936664581298828125,-800.637722015380859375,-928.72317135334014892578125,284.219264984130859375
1,1761110791,2,95f64ee0-ec89-477a-a16c-8564016141ca,1761110793,1761110799,6,.tests/optimization_example_all_float  --x=-830.39127290248870849609 --y=963.27778697013854980469 --z=921.0434090346097946167 --a=-886.62127032876014709473,0,,runnervmnfq8z,1_0,COMPLETED,BOTORCH_MODULAR,-32505662.3207300007343292236328125,-830.39127290248870849609375,963.2777869701385498046875,921.04340903460979461669921875,-886.6212703287601470947265625


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

Current git-hash: 6c64fbd932b26c7ccf94272c45bf171fa01f70f8 (last fully tested stable version 8 commits ago [14ee37b26eb555b65ac9a3558f641611a22bc601, 8702])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 05:26:18] 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: eaf9e39b-93e2-49f7-8b58-a793e958b4bb
  _________________________________________________
 /                                                 \
| OmniOpt2 - Optimizing like a koala climbing a tre |
| e—slowly but surely reaching the perfect spot.    |
 \                                                 /
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                                                        / / \/ \  \
                                                       /__|O||O|__ \
                                                      |/_ \_/\_/ _\ |
                                                      | | (____) | ||
                                                      \/\___/\__/  //
                                                      (_/         ||
                                                       |          ||
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                                                        \        //_/
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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=46 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          ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩
│ -830.3912729024887 │ 963.2777869701385 │ 921.0434090346098 │ -886.6212703287601 │ -32505662.32073 │
└────────────────────┴───────────────────┴───────────────────┴────────────────────┴─────────────────┘
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 │   0.008 │    1 │        0.008 │
│         2 │   0.329 │    1 │        0.329 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.168 │      │              │
│    Median │   0.168 │      │              │
│     Total │   0.337 │      │              │
│       Max │   0.329 │      │              │
│       Min │   0.008 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.093 │    1 │        0.093 │
│       2 │   0.061 │    1 │        0.061 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.077 │      │              │
│  Median │   0.077 │      │              │
│   Total │   0.154 │      │              │
│     Max │   0.093 │      │              │
│     Min │   0.061 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-10-22 05:26:20 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, Started OmniOpt2 run...
2025-10-22 05:26:20 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, getting new HP set (no sbatch)
2025-10-22 05:26:20 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-22 05:26:20 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, eval #1/1 start                    
2025-10-22 05:26:20 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, starting new job                   
2025-10-22 05:26:20 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, started new job                    
2025-10-22 05:26:29 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, new result: -16119417.2024279      
2025-10-22 05:26:31 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, best RESULT: -16119417.2024279, finishing jobs, finished 1 job
2025-10-22 05:26:31 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, best RESULT: -16119417.2024279, getting new HP set (no sbatch)
2025-10-22 05:26:31 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, best RESULT: -16119417.2024279, requested 1 jobs, got 1, 0.33 s/job
2025-10-22 05:26:31 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, best RESULT: -16119417.2024279, eval #1/1 start                    
2025-10-22 05:26:31 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, best RESULT: -16119417.2024279, starting new job                   
2025-10-22 05:26:31 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, best RESULT: -16119417.2024279, started new job                    
2025-10-22 05:26:40 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, best RESULT: -16119417.2024279, new result: -32505662.32073        
2025-10-22 05:26:42 (95f64ee0-ec89-477a-a16c-8564016141ca): SOBOL, best RESULT: -32505662.32073, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.093 │    1 │        0.093 │
│       2 │   0.061 │    1 │        0.061 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.077 │      │              │
│  Median │   0.077 │      │              │
│   Total │   0.154 │      │              │
│     Max │   0.093 │      │              │
│     Min │   0.061 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.008 │    1 │        0.008 │
│         2 │   0.329 │    1 │        0.329 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.168 │      │              │
│    Median │   0.168 │      │              │
│     Total │   0.337 │      │              │
│       Max │   0.329 │      │              │
│       Min │   0.008 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

timestamp,ram_usage_mb,cpu_usage_percent
1761110780,753.3984375,24.2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-32505662.3207	-16119417.2024	-24312539.7616	8193122.5592	2
x	-830.3913	-111.6369	-471.0141	359.3772	2
y	-800.6377	963.2778	81.32	881.9578	2
z	-928.7232	921.0434	-3.8399	924.8833	2
a	-886.6213	284.2193	-301.201	585.4203	2

submitit INFO (2025-10-22 05:26:20,929) - Starting with JobEnvironment(job_id=147084, hostname=runnervmnfq8z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-22 05:26:20,929) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/147084/147084_submitted.pkl
Trial-Index: 0

Parameters: {"x": -111.6369366645813, "y": -800.6377220153809, "z": -928.7231713533401, "a": 284.21926498413086}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-111.63693666458129882812 --y=-800.637722015380859375 --z=-928.72317135334014892578 --a=284.219264984130859375 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1761108601.2085633
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761110188.1321223
Last modification: 1761108601.2085633
Hostname: runnervmnfq8z
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-111.63693666458129882812 --y=-800.637722015380859375 --z=-928.72317135334014892578 --a=284.219264984130859375 
stdout:
 x: -111.63693666458129882812
y: -800.637722015380859375
z: -928.72317135334014892578
a: 284.219264984130859375
RESULT: -16119417.2024279

stderr was empty
Result: {'RESULT': -16119417.2024279}
Final-results: {'RESULT': -16119417.2024279}
EXIT_CODE: 0
submitit INFO (2025-10-22 05:26:28,427) - Job completed successfully
submitit INFO (2025-10-22 05:26:28,427) - Exiting after successful completion