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
-647.4801525473595	-994.8398936539888	684.4831835478544	-941.0054422914982	-27800910.9104739

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 17:29:05 (0df10098-3363-4c9f-af8c-1c0ea08ac446): BOTORCH_MODULAR, best RESULT: -27800910.9104739, finishing jobs, finished 1 job

Git-Version

Commit: c53538d72fd964f91794defe73be612acdc56009 (9200-5-gc53538d72)

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
0,1766942923,2,0df10098-3363-4c9f-af8c-1c0ea08ac446,1766942925,1766942931,6,.tests/optimization_example_all_float  --x=156.7862033843994140625 --y=872.8883266448974609375 --z=-374.0231990814208984375 --a=407.74548053741455078125,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-10835018.85870639979839324951171875,156.7862033843994140625,872.8883266448974609375,-374.0231990814208984375,407.74548053741455078125
1,1766942935,2,0df10098-3363-4c9f-af8c-1c0ea08ac446,1766942937,1766942943,6,.tests/optimization_example_all_float  --x=-647.48015254735946655273 --y=-994.8398936539888381958 --z=684.48318354785442352295 --a=-941.0054422914981842041,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-27800910.9104739017784595489501953125,-647.480152547359466552734375,-994.83989365398883819580078125,684.48318354785442352294921875,-941.0054422914981842041015625


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

Current git-hash: c53538d72fd964f91794defe73be612acdc56009 (last fully tested stable version 5 commits ago [f91603a9029e4ea79c13559542e6e6fde31b15d8, 9200])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 17:28:40] 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: 57dd8f49-f459-42e7-a3ec-954b669d2e0b
  _________________________________________________
 /                                                 \
| OmniOpt2 - Hyperparameter tuning: The philosopher |
| ’s stone of deep learning.                        |
 \                                                 /
  =================================================
                                                    \
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                                                        ("`-'  '-/") .___..--' ' "`-._
                                                         ` *_ *  )    `-.   (      ) .`-.__. `)
                                                          (_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=482 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -647.4801525473595 │ -994.8398936539888 │ 684.4831835478544 │ -941.0054422914982 │ -27800910.9104739 │
└────────────────────┴────────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.298 │    1 │        0.298 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.161 │      │              │
│    Median │   0.161 │      │              │
│     Total │   0.322 │      │              │
│       Max │   0.298 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.111 │    1 │        0.111 │
│       2 │   0.070 │    1 │        0.070 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.090 │      │              │
│  Median │   0.090 │      │              │
│   Total │   0.181 │      │              │
│     Max │   0.111 │      │              │
│     Min │   0.070 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 17:28:43 (0df10098-3363-4c9f-af8c-1c0ea08ac446): SOBOL, Started OmniOpt2 run...
2025-12-28 17:28:43 (0df10098-3363-4c9f-af8c-1c0ea08ac446): SOBOL, getting new HP set (no sbatch)
2025-12-28 17:28:43 (0df10098-3363-4c9f-af8c-1c0ea08ac446): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-28 17:28:43 (0df10098-3363-4c9f-af8c-1c0ea08ac446): SOBOL, eval #1/1 start                    
2025-12-28 17:28:43 (0df10098-3363-4c9f-af8c-1c0ea08ac446): SOBOL, starting new job                   
2025-12-28 17:28:43 (0df10098-3363-4c9f-af8c-1c0ea08ac446): SOBOL, started new job                    
2025-12-28 17:28:52 (0df10098-3363-4c9f-af8c-1c0ea08ac446): SOBOL, new result: RESULT: -10835018.858706
2025-12-28 17:28:54 (0df10098-3363-4c9f-af8c-1c0ea08ac446): SOBOL, best RESULT: -10835018.8587064, finishing jobs, finished 1 job
2025-12-28 17:28:55 (0df10098-3363-4c9f-af8c-1c0ea08ac446): BOTORCH_MODULAR, best RESULT: -10835018.8587064, getting new HP set (no sbatch)
2025-12-28 17:28:55 (0df10098-3363-4c9f-af8c-1c0ea08ac446): BOTORCH_MODULAR, best RESULT: -10835018.8587064, requested 1 jobs, got 1, 0.30 s/job
2025-12-28 17:28:55 (0df10098-3363-4c9f-af8c-1c0ea08ac446): BOTORCH_MODULAR, best RESULT: -10835018.8587064, eval #1/1 start                    
2025-12-28 17:28:55 (0df10098-3363-4c9f-af8c-1c0ea08ac446): BOTORCH_MODULAR, best RESULT: -10835018.8587064, starting new job                   
2025-12-28 17:28:55 (0df10098-3363-4c9f-af8c-1c0ea08ac446): BOTORCH_MODULAR, best RESULT: -10835018.8587064, started new job                    
2025-12-28 17:29:04 (0df10098-3363-4c9f-af8c-1c0ea08ac446): BOTORCH_MODULAR, best RESULT: -10835018.8587064, new result: RESULT: -27800910.910474
2025-12-28 17:29:05 (0df10098-3363-4c9f-af8c-1c0ea08ac446): BOTORCH_MODULAR, best RESULT: -27800910.9104739, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.111 │    1 │        0.111 │
│       2 │   0.070 │    1 │        0.070 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.090 │      │              │
│  Median │   0.090 │      │              │
│   Total │   0.181 │      │              │
│     Max │   0.111 │      │              │
│     Min │   0.070 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.298 │    1 │        0.298 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.161 │      │              │
│    Median │   0.161 │      │              │
│     Total │   0.322 │      │              │
│       Max │   0.298 │      │              │
│       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
1766942920,756.63671875,28.5

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-27800910.9105	-10835018.8587	-19317964.8846	8482946.0259	2
x	-647.4802	156.7862	-245.347	402.1332	2
y	-994.8399	872.8883	-60.9758	933.8641	2
z	-374.0232	684.4832	155.23	529.2532	2
a	-941.0054	407.7455	-266.63	674.3755	2

submitit INFO (2025-12-28 17:28:44,135) - Starting with JobEnvironment(job_id=119508, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 17:28:44,135) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/119508/119508_submitted.pkl
Trial-Index: 0

Parameters: {"x": 156.7862033843994, "y": 872.8883266448975, "z": -374.0231990814209, "a": 407.74548053741455}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=156.7862033843994140625 --y=872.8883266448974609375 --z=-374.0231990814208984375 --a=407.74548053741455078125 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766940613.0617561
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766942925.7460728
Last modification: 1766940613.0617561
Hostname: runnervmdwttx
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=156.7862033843994140625 --y=872.8883266448974609375 --z=-374.0231990814208984375 --a=407.74548053741455078125 
stdout:
 x: 156.7862033843994140625
y: 872.8883266448974609375
z: -374.0231990814208984375
a: 407.74548053741455078125
RESULT: -10835018.8587064

stderr was empty
Result: {'RESULT': -10835018.8587064}
Final-results: {'RESULT': -10835018.8587064}
EXIT_CODE: 0
submitit INFO (2025-12-28 17:28:51,770) - Job completed successfully
submitit INFO (2025-12-28 17:28:51,770) - Exiting after successful completion