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
990.1015274226665	-652.1684750914574	-807.6954875141382	-901.5089049935341	-28826702.3436694

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 16:44:10 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): BOTORCH_MODULAR, best RESULT: -28826702.3436694, finishing jobs, finished 1 job

Git-Version

Commit: 4e8e92a220339d29552207b9eddcf9472c62ad84 (9193-6-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
0,1766940227,2,36ec50cf-edc2-4bcb-bd5c-04f759f83987,1766940229,1766940235,6,.tests/optimization_example_all_float  --x=22.52900600433349609375 --y=295.09961605072021484375 --z=549.74269866943359375 --a=239.551067352294921875,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-4368152.331709080375730991363525390625,22.52900600433349609375,295.09961605072021484375,549.74269866943359375,239.551067352294921875
1,1766940239,2,36ec50cf-edc2-4bcb-bd5c-04f759f83987,1766940241,1766940247,6,.tests/optimization_example_all_float  --x=990.10152742266654968262 --y=-652.16847509145736694336 --z=-807.69548751413822174072 --a=-901.50890499353408813477,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-28826702.34366939961910247802734375,990.1015274226665496826171875,-652.168475091457366943359375,-807.69548751413822174072265625,-901.508904993534088134765625


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

Current git-hash: 4e8e92a220339d29552207b9eddcf9472c62ad84 (last fully tested stable version 6 commits ago [1caf8cebfd6257e0c8784a73c3a511fe4c953f90, 9193])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:43:43] 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: d3745c85-5e93-4e11-b5fb-85be71e81a4b
  _________________________________________________
 /                                                 \
| OmniOpt2 - Channeling my inner Gandalf: ‘You shal |
| l not pass... without fine-tuning!’               |
 \                                                 /
  =================================================
                                                    \
                                                     \
                                                      \
                                                       \
                                                        ("`-'  '-/") .___..--' ' "`-._
                                                         ` *_ *  )    `-.   (      ) .`-.__. `)
                                                          (_Y_.) ' ._   )   `._` ;  `` -. .-'
                                                       _.. `--'_..-_/   /--' _ .' ,4
                                                      ( i l ),-''  ( l i),'  ( ( ! .-'
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=465 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 990.1015274226665 │ -652.1684750914574 │ -807.6954875141382 │ -901.5089049935341 │ -28826702.3436694 │
└───────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │   0.290 │    1 │        0.290 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.156 │      │              │
│    Median │   0.156 │      │              │
│     Total │   0.313 │      │              │
│       Max │   0.290 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.112 │    1 │        0.112 │
│       2 │   0.070 │    1 │        0.070 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.112 │      │              │
│     Min │   0.070 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 16:43:47 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): SOBOL, Started OmniOpt2 run...
2025-12-28 16:43:47 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): SOBOL, getting new HP set (no sbatch)
2025-12-28 16:43:47 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-28 16:43:47 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): SOBOL, eval #1/1 start                    
2025-12-28 16:43:47 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): SOBOL, starting new job                   
2025-12-28 16:43:47 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): SOBOL, started new job                    
2025-12-28 16:43:56 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): SOBOL, new result: RESULT: -4368152.331709
2025-12-28 16:43:58 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): SOBOL, best RESULT: -4368152.33170908, finishing jobs, finished 1 job
2025-12-28 16:43:59 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): BOTORCH_MODULAR, best RESULT: -4368152.33170908, getting new HP set (no sbatch)
2025-12-28 16:43:59 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): BOTORCH_MODULAR, best RESULT: -4368152.33170908, requested 1 jobs, got 1, 0.29 s/job
2025-12-28 16:43:59 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): BOTORCH_MODULAR, best RESULT: -4368152.33170908, eval #1/1 start                    
2025-12-28 16:43:59 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): BOTORCH_MODULAR, best RESULT: -4368152.33170908, starting new job                   
2025-12-28 16:43:59 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): BOTORCH_MODULAR, best RESULT: -4368152.33170908, started new job                    
2025-12-28 16:44:08 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): BOTORCH_MODULAR, best RESULT: -4368152.33170908, new result: RESULT: -28826702.343669
2025-12-28 16:44:10 (36ec50cf-edc2-4bcb-bd5c-04f759f83987): BOTORCH_MODULAR, best RESULT: -28826702.3436694, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.112 │    1 │        0.112 │
│       2 │   0.070 │    1 │        0.070 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.112 │      │              │
│     Min │   0.070 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.290 │    1 │        0.290 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.156 │      │              │
│    Median │   0.156 │      │              │
│     Total │   0.313 │      │              │
│       Max │   0.290 │      │              │
│       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
1766940224,756.828125,28.7

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28826702.3437	-4368152.3317	-16597427.3377	12229275.006	2
x	22.529	990.1015	506.3153	483.7863	2
y	-652.1685	295.0996	-178.5344	473.634	2
z	-807.6955	549.7427	-128.9764	678.7191	2
a	-901.5089	239.5511	-330.9789	570.53	2

submitit INFO (2025-12-28 16:43:48,045) - Starting with JobEnvironment(job_id=120371, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 16:43:48,045) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/120371/120371_submitted.pkl
Trial-Index: 0

Parameters: {"x": 22.529006004333496, "y": 295.0996160507202, "z": 549.7426986694336, "a": 239.55106735229492}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=22.52900600433349609375 --y=295.09961605072021484375 --z=549.74269866943359375 --a=239.551067352294921875 
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=22.52900600433349609375 --y=295.09961605072021484375 --z=549.74269866943359375 --a=239.551067352294921875 
stdout:
 x: 22.52900600433349609375
y: 295.09961605072021484375
z: 549.74269866943359375
a: 239.551067352294921875
RESULT: -4368152.33170908

stderr was empty
Result: {'RESULT': -4368152.33170908}
Final-results: {'RESULT': -4368152.33170908}
EXIT_CODE: 0
submitit INFO (2025-12-28 16:43:55,614) - Job completed successfully
submitit INFO (2025-12-28 16:43:55,614) - Exiting after successful completion