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
995.110297575593	651.049979031086	-991.1284428089857	831.154003739357	-30739214.994808

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

2025-12-28 16:55:45 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): BOTORCH_MODULAR, best RESULT: -30739214.994808, finishing jobs, finished 1 job

Git-Version

Commit: 4e8e92a220339d29552207b9eddcf9472c62ad84 (9196-3-g4e8e92a22)

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
0,1766940923,1,73c2dd3c-0f9f-45b1-b166-65cf28690d3b,1766940924,1766940931,7,.tests/optimization_example_all_float  --x=-747.27267026901245117188 --y=7.51197338104248046875 --z=285.541534423828125 --a=-530.39556741714477539062,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-9308756.3884323500096797943115234375,-747.272670269012451171875,7.51197338104248046875,285.541534423828125,-530.395567417144775390625
1,1766940934,2,73c2dd3c-0f9f-45b1-b166-65cf28690d3b,1766940936,1766940942,6,.tests/optimization_example_all_float  --x=995.11029757559299468994 --y=651.04997903108596801758 --z=-991.12844280898571014404 --a=831.15400373935699462891,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-30739214.9948079995810985565185546875,995.11029757559299468994140625,651.049979031085968017578125,-991.12844280898571014404296875,831.15400373935699462890625


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

Current git-hash: 4e8e92a220339d29552207b9eddcf9472c62ad84 (last fully tested stable version 3 commits ago [58e649822e26cd86d048a231030de21ba5917183, 9196])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:55:19] 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: 50111308-09a8-4ca9-92f0-36c75190a5e0
  ______   .___  ___. .__   __.  __    ______   .______   .___________.___   
 /  __  \  |   \/   | |  \ |  | |  |  /  __  \  |   _  \  |           |__ \  
|  |  |  | |  \  /  | |   \|  | |  | |  |  |  | |  |_)  | `---|  |----`  ) | 
|  |  |  | |  |\/|  | |  . `  | |  | |  |  |  | |   ___/      |  |      / /  
|  `--'  | |  |  |  | |  |\   | |  | |  `--'  | |  |          |  |     / /_  
 \______/  |__|  |__| |__| \__| |__|  \______/  | _|          |__|    |____| 
                                                                             

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=472 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           ┃
┡━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 995.110297575593 │ 651.049979031086 │ -991.1284428089857 │ 831.154003739357 │ -30739214.994808 │
└──────────────────┴──────────────────┴────────────────────┴──────────────────┴──────────────────┘
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 │   0.023 │    1 │        0.023 │
│         2 │   0.286 │    1 │        0.286 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.154 │      │              │
│    Median │   0.154 │      │              │
│     Total │   0.309 │      │              │
│       Max │   0.286 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.105 │    1 │        0.105 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.086 │      │              │
│  Median │   0.086 │      │              │
│   Total │   0.172 │      │              │
│     Max │   0.105 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 16:55:23 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): SOBOL, Started OmniOpt2 run...
2025-12-28 16:55:23 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): SOBOL, getting new HP set (no sbatch)
2025-12-28 16:55:23 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-28 16:55:23 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): SOBOL, eval #1/1 start                    
2025-12-28 16:55:23 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): SOBOL, starting new job                   
2025-12-28 16:55:23 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): SOBOL, started new job                    
2025-12-28 16:55:32 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): SOBOL, new result: RESULT: -9308756.388432
2025-12-28 16:55:34 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): SOBOL, best RESULT: -9308756.38843235, finishing jobs, finished 1 job
2025-12-28 16:55:34 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): BOTORCH_MODULAR, best RESULT: -9308756.38843235, getting new HP set (no sbatch)
2025-12-28 16:55:34 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): BOTORCH_MODULAR, best RESULT: -9308756.38843235, requested 1 jobs, got 1, 0.29 s/job
2025-12-28 16:55:34 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): BOTORCH_MODULAR, best RESULT: -9308756.38843235, eval #1/1 start                    
2025-12-28 16:55:34 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): BOTORCH_MODULAR, best RESULT: -9308756.38843235, starting new job                   
2025-12-28 16:55:34 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): BOTORCH_MODULAR, best RESULT: -9308756.38843235, started new job                    
2025-12-28 16:55:43 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): BOTORCH_MODULAR, best RESULT: -9308756.38843235, new result: RESULT: -30739214.994808
2025-12-28 16:55:45 (73c2dd3c-0f9f-45b1-b166-65cf28690d3b): BOTORCH_MODULAR, best RESULT: -30739214.994808, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.105 │    1 │        0.105 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.086 │      │              │
│  Median │   0.086 │      │              │
│   Total │   0.172 │      │              │
│     Max │   0.105 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.286 │    1 │        0.286 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.154 │      │              │
│    Median │   0.154 │      │              │
│     Total │   0.309 │      │              │
│       Max │   0.286 │      │              │
│       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
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
1766940919,756.41796875,28.6

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.5	0.5	2
RESULT	-30739214.9948	-9308756.3884	-20023985.6916	10715229.3032	2
x	-747.2727	995.1103	123.9188	871.1915	2
y	7.512	651.05	329.281	321.769	2
z	-991.1284	285.5415	-352.7935	638.335	2
a	-530.3956	831.154	150.3792	680.7748	2

submitit INFO (2025-12-28 16:55:23,443) - Starting with JobEnvironment(job_id=142522, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 16:55:23,443) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/142522/142522_submitted.pkl
Trial-Index: 0

Parameters: {"x": -747.2726702690125, "y": 7.5119733810424805, "z": 285.5415344238281, "a": -530.3955674171448}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-747.27267026901245117188 --y=7.51197338104248046875 --z=285.541534423828125 --a=-530.39556741714477539062 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766937903.8136983
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766940229.5903583
Last modification: 1766937903.8136983
Hostname: runnervmdwttx
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-747.27267026901245117188 --y=7.51197338104248046875 --z=285.541534423828125 --a=-530.39556741714477539062 
stdout:
 x: -747.27267026901245117188
y: 7.51197338104248046875
z: 285.541534423828125
a: -530.39556741714477539062
RESULT: -9308756.38843235

stderr was empty
Result: {'RESULT': -9308756.38843235}
Final-results: {'RESULT': -9308756.38843235}
EXIT_CODE: 0
submitit INFO (2025-12-28 16:55:31,007) - Job completed successfully
submitit INFO (2025-12-28 16:55:31,007) - Exiting after successful completion