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
902.2787064313889	915.8249292522669	-951.0853588581085	954.6103626489639	-34524282.4940969

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 15:57:27 (8a9631d5-6626-4e93-8636-ccc586889642): BOTORCH_MODULAR, best RESULT: -34524282.4940969, finishing jobs, finished 1 job

Git-Version

Commit: b050738fbdd2e7450e0ffeaed15c7f77d52d5628 (9190-2-gb050738fb)

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
0,1766937425,2,8a9631d5-6626-4e93-8636-ccc586889642,1766937427,1766937433,6,.tests/optimization_example_all_float  --x=-225.468158721923828125 --y=-662.38838434219360351562 --z=893.20313930511474609375 --a=-460.50351858139038085938,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-15029719.925992600619792938232421875,-225.468158721923828125,-662.388384342193603515625,893.20313930511474609375,-460.503518581390380859375
1,1766937436,2,8a9631d5-6626-4e93-8636-ccc586889642,1766937438,1766937444,6,.tests/optimization_example_all_float  --x=902.27870643138885498047 --y=915.8249292522668838501 --z=-951.08535885810852050781 --a=954.61036264896392822266,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-34524282.494096897542476654052734375,902.27870643138885498046875,915.82492925226688385009765625,-951.0853588581085205078125,954.61036264896392822265625


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

Current git-hash: b050738fbdd2e7450e0ffeaed15c7f77d52d5628 (last fully tested stable version 2 commits ago [89c4b2eb1c18af36704e76ba2bcd2199fa1d9ec8, 9190])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:57:02] 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: 5e5e1d8a-d6dd-4cc9-b1dc-499a651dedb6
  ________________________________________
| OmniOpt2 - In search of the perfect fit. |
  ========================================
                                          \
                                           \
                                            \
                                             \
                                                                        ___-------___
                                                                    _-~~             ~~-_
                                                                 _-~                    /~-_
                                               /^\__/^\         /~  \                   /    \
                                             /|  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/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=445 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 902.2787064313889 │ 915.8249292522669 │ -951.0853588581085 │ 954.6103626489639 │ -34524282.4940969 │
└───────────────────┴───────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │   0.288 │    1 │        0.288 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.156 │      │              │
│    Median │   0.156 │      │              │
│     Total │   0.312 │      │              │
│       Max │   0.288 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.071 │    1 │        0.071 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.178 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.071 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 15:57:05 (8a9631d5-6626-4e93-8636-ccc586889642): SOBOL, Started OmniOpt2 run...
2025-12-28 15:57:05 (8a9631d5-6626-4e93-8636-ccc586889642): SOBOL, getting new HP set (no sbatch)
2025-12-28 15:57:05 (8a9631d5-6626-4e93-8636-ccc586889642): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-28 15:57:05 (8a9631d5-6626-4e93-8636-ccc586889642): SOBOL, eval #1/1 start                    
2025-12-28 15:57:05 (8a9631d5-6626-4e93-8636-ccc586889642): SOBOL, starting new job                   
2025-12-28 15:57:05 (8a9631d5-6626-4e93-8636-ccc586889642): SOBOL, started new job                    
2025-12-28 15:57:14 (8a9631d5-6626-4e93-8636-ccc586889642): SOBOL, new result: RESULT: -15029719.925993
2025-12-28 15:57:16 (8a9631d5-6626-4e93-8636-ccc586889642): SOBOL, best RESULT: -15029719.9259926, finishing jobs, finished 1 job
2025-12-28 15:57:16 (8a9631d5-6626-4e93-8636-ccc586889642): BOTORCH_MODULAR, best RESULT: -15029719.9259926, getting new HP set (no sbatch)
2025-12-28 15:57:16 (8a9631d5-6626-4e93-8636-ccc586889642): BOTORCH_MODULAR, best RESULT: -15029719.9259926, requested 1 jobs, got 1, 0.29 s/job
2025-12-28 15:57:16 (8a9631d5-6626-4e93-8636-ccc586889642): BOTORCH_MODULAR, best RESULT: -15029719.9259926, eval #1/1 start                    
2025-12-28 15:57:16 (8a9631d5-6626-4e93-8636-ccc586889642): BOTORCH_MODULAR, best RESULT: -15029719.9259926, starting new job                   
2025-12-28 15:57:16 (8a9631d5-6626-4e93-8636-ccc586889642): BOTORCH_MODULAR, best RESULT: -15029719.9259926, started new job                    
2025-12-28 15:57:25 (8a9631d5-6626-4e93-8636-ccc586889642): BOTORCH_MODULAR, best RESULT: -15029719.9259926, new result: RESULT: -34524282.494097
2025-12-28 15:57:27 (8a9631d5-6626-4e93-8636-ccc586889642): BOTORCH_MODULAR, best RESULT: -34524282.4940969, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.071 │    1 │        0.071 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.178 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.071 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.288 │    1 │        0.288 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.156 │      │              │
│    Median │   0.156 │      │              │
│     Total │   0.312 │      │              │
│       Max │   0.288 │      │              │
│       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
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
1766937423,756.4140625,28.6

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-34524282.4941	-15029719.926	-24777001.21	9747281.2841	2
x	-225.4682	902.2787	338.4053	563.8734	2
y	-662.3884	915.8249	126.7183	789.1067	2
z	-951.0854	893.2031	-28.9411	922.1442	2
a	-460.5035	954.6104	247.0534	707.5569	2

submitit INFO (2025-12-28 15:57:06,077) - Starting with JobEnvironment(job_id=141568, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 15:57:06,078) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/141568/141568_submitted.pkl
Trial-Index: 0

Parameters: {"x": -225.46815872192383, "y": -662.3883843421936, "z": 893.2031393051147, "a": -460.5035185813904}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-225.468158721923828125 --y=-662.38838434219360351562 --z=893.20313930511474609375 --a=-460.50351858139038085938 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766934405.5393367
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766936745.8140714
Last modification: 1766934405.5393367
Hostname: runnervmdwttx
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-225.468158721923828125 --y=-662.38838434219360351562 --z=893.20313930511474609375 --a=-460.50351858139038085938 
stdout:
 x: -225.468158721923828125
y: -662.38838434219360351562
z: 893.20313930511474609375
a: -460.50351858139038085938
RESULT: -15029719.9259926

stderr was empty
Result: {'RESULT': -15029719.9259926}
Final-results: {'RESULT': -15029719.9259926}
EXIT_CODE: 0
submitit INFO (2025-12-28 15:57:13,660) - Job completed successfully
submitit INFO (2025-12-28 15:57:13,660) - Exiting after successful completion