OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	20
Main process memory (GB)	8
Worker memory (GB)	4

Best RESULT, min (total: 2)

OO_Info_SLURM_JOB_ID	x	y	z	a	RESULT
2118362	944.2934989929199	589.741587638855	929.573655128479	-495.0459599494934	-23290092.7196232

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	2	2

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

2025-12-29 13:06:56 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, best RESULT: -23290092.7196232, waiting for 2 jobs, finished 2 jobs

Git-Version

Commit: 815910076e3b15c9f886789a2fc0797945e4f03f (9210)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1767009879,11,a2a50060-0cf6-4522-82d0-1d30c21b4ed4,1767009890,1767010011,121,.tests/optimization_example_all_float  --x=944.293498992919921875 --y=589.74158763885498046875 --z=929.57365512847900390625 --a=-495.04595994949340820312,0,,c130,2118362,0_0,COMPLETED,SOBOL,-23290092.719623200595378875732421875,944.293498992919921875,589.74158763885498046875,929.57365512847900390625,-495.045959949493408203125
1,1767009879,11,a2a50060-0cf6-4522-82d0-1d30c21b4ed4,1767009890,1767010011,121,.tests/optimization_example_all_float  --x=-585.58554016053676605225 --y=-363.9705181121826171875 --z=-885.05616039037704467773 --a=959.16224457323551177979,0,,c116,2118363,1_0,COMPLETED,SOBOL,-21883344.5727319009602069854736328125,-585.58554016053676605224609375,-363.9705181121826171875,-885.056160390377044677734375,959.16224457323551177978515625


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

To cancel, press CTRL c, then run 'scancel 2118361'
⠋ Importing logging...
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⠋ Importing submitit.LocalExecutor...
⠋ Importing submitit.Job...
⠋ Importing importlib.util...
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⠋ Importing inspect frame info...
⠋ Importing pathlib.Path...
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⠋ Importing os.listdir...
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⠋ Importing PIL.Image...
⠋ Importing sixel...
⠋ Importing subprocess...
⠋ Importing tqdm...
⠋ Importing beartype...
[WARNING 12-29 13:04:31] 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]`.
⠋ Importing rendering stuff...
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⠋ Trying to import pyfiglet...
⠙ Importing helpers...
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⠋ Importing torch...
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⠋ Importing GenerationStep, GenerationStrategy from generation_strategy...
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Run-UUID: 50fe2f80-f983-4371-8be9-3133721232a8
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⠋ Writing worker creation log...
omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=20 --gpus=1 --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
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/example_all_float/0...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
⠋ Writing username state file...
⠋ Writing result names file...
⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/example_all_float/0
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠼ Writing git information
⠋ Checking max_eval...
Warning: --num_random_steps 1 is smaller than --num_parallel_jobs 20. It's recommended that --num_parallel_jobs is the same as or a multiple of --num_random_steps
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=s3811141&experiment_name=example_all_float&run_nr=2 for live-results.

You have 1 CPUs available for the main process. Using CUDA device NVIDIA H100.
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 │
└─────────────┴─────────────┘
⠋ Write files and show overview
SOBOL, best RESULT: -23290092.7196232, waiting for 2 jobs, finished 2 jobs: 100%|██████████| 2/2 [02:18<00:00, 69.01s/it] 
                                                Best RESULT, min (total: 2)                                                
┏━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_SLURM_JOB_ID ┃ x                 ┃ y                ┃ z                ┃ a                  ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 2118362              │ 944.2934989929199 │ 589.741587638855 │ 929.573655128479 │ -495.0459599494934 │ -23290092.7196232 │
└──────────────────────┴───────────────────┴──────────────────┴──────────────────┴────────────────────┴───────────────────┘
                                              Runtime Infos                                              
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ Number of evaluations ┃     Min time      ┃     Max time      ┃   Average time    ┃    Median time    ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│           2           │ 121.00 sec (2m1s) │ 121.00 sec (2m1s) │ 121.00 sec (2m1s) │ 121.00 sec (2m1s) │
└───────────────────────┴───────────────────┴───────────────────┴───────────────────┴───────────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.152 │    2 │        0.076 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.152 │      │              │
│    Median │   0.152 │      │              │
│     Total │   0.152 │      │              │
│       Max │   0.152 │      │              │
│       Min │   0.152 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.553 │    2 │        0.277 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.553 │      │              │
│  Median │   0.553 │      │              │
│   Total │   0.553 │      │              │
│     Max │   0.553 │      │              │
│     Min │   0.553 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-29 13:04:38 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, Started OmniOpt2 run...
2025-12-29 13:04:38 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, getting new HP set #1/2
2025-12-29 13:04:38 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, getting new HP set #2/2
2025-12-29 13:04:38 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, requested 2 jobs, got 2, 0.08 s/job
2025-12-29 13:04:38 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, eval #1/2 start                    
2025-12-29 13:04:39 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, eval #2/2 start                    
2025-12-29 13:04:39 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, starting new job                   
2025-12-29 13:04:39 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, unknown 1 = ∑1/20, started new job 
2025-12-29 13:04:39 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, unknown 2 = ∑2/20, started new job 
2025-12-29 13:04:40 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, unknown 2 = ∑2/20, waiting for 2 jobs
2025-12-29 13:04:41 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, pending 2 = ∑2/20, waiting for 2 jobs
2025-12-29 13:04:49 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-12-29 13:06:52 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, running 2 = ∑2/20, new result: RESULT: -23290092.719623
2025-12-29 13:06:52 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, running 2 = ∑2/20, new result: RESULT: -21883344.572732
2025-12-29 13:06:56 (a2a50060-0cf6-4522-82d0-1d30c21b4ed4): SOBOL, best RESULT: -23290092.7196232, waiting for 2 jobs, finished 2 jobs

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.553 │    2 │        0.277 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.553 │      │              │
│  Median │   0.553 │      │              │
│   Total │   0.553 │      │              │
│     Max │   0.553 │      │              │
│     Min │   0.553 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.152 │    2 │        0.076 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.152 │      │              │
│    Median │   0.152 │      │              │
│     Total │   0.152 │      │              │
│       Max │   0.152 │      │              │
│       Min │   0.152 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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/s3811141
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	20
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	1
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

1767009875.1084,20,0,0
1767009879.2171,20,0,0
1767009879.3954,20,1,5
1767009883.7815,20,1,5
1767009884.3757,20,2,10
1767010012.121,20,2,10
1767010016.0106,20,0,0
1767010018.6265,20,0,0

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1767009875,820.42578125,12.4
1767009935,829.91796875,11.3
1767009995,829.91796875,11.4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	121	121	121	0	2
RESULT	-23290092.7196	-21883344.5727	-22586718.6462	703374.0734	2
x	-585.5855	944.2935	179.354	764.9395	2
y	-363.9705	589.7416	112.8855	476.8561	2
z	-885.0562	929.5737	22.2587	907.3149	2
a	-495.046	959.1622	232.0581	727.1041	2

submitit INFO (2025-12-29 13:04:47,881) - Starting with JobEnvironment(job_id=2118362, hostname=c130, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-29 13:04:47,881) - Loading pickle: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/example_all_float/0/single_runs/2118362/2118362_submitted.pkl
Trial-Index: 0

Parameters: {"x": 944.2934989929199, "y": 589.741587638855, "z": 929.573655128479, "a": -495.0459599494934}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=944.293498992919921875 --y=589.74158763885498046875 --z=929.57365512847900390625 --a=-495.04595994949340820312 
pwd: /home/h8/s3811141/test/randomtest_93382/OmniOpt
File: .tests/optimization_example_all_float
UID: 2105408
GID: 200270
SLURM_JOB_ID: 2118362
Status-Change-Time: 1751868744.014984
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: s3811141
Last access: 1767009890.6949582
Last modification: 1751868744.014984
Hostname: c130
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=944.293498992919921875 --y=589.74158763885498046875 --z=929.57365512847900390625 --a=-495.04595994949340820312 
stdout:
 x: 944.293498992919921875
y: 589.74158763885498046875
z: 929.57365512847900390625
a: -495.04595994949340820312
RESULT: -23290092.7196232

stderr was empty
Result: {'RESULT': -23290092.7196232}
Final-results: {'RESULT': -23290092.7196232}
EXIT_CODE: 0
submitit INFO (2025-12-29 13:06:51,809) - Job completed successfully
submitit INFO (2025-12-29 13:06:51,810) - Exiting after successful completion