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
-929.3573647737503	-872.7755974978209	987.2788675129414	-954.9459517002106	-35281120.7261755

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 11:44:23 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): BOTORCH_MODULAR, best RESULT: -35281120.7261755, finishing jobs, finished 1 job

Git-Version

Commit: 484a394c42320d418cbef555884a92b8c8b30895 (9169-2-g484a394c4)

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
0,1766922241,2,3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7,1766922243,1766922249,6,.tests/optimization_example_all_float  --x=933.68542194366455078125 --y=136.94965839385986328125 --z=-674.84971880912780761719 --a=619.9634075164794921875,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-17208921.39056859910488128662109375,933.68542194366455078125,136.94965839385986328125,-674.8497188091278076171875,619.9634075164794921875
1,1766922252,2,3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7,1766922254,1766922260,6,.tests/optimization_example_all_float  --x=-929.35736477375030517578 --y=-872.77559749782085418701 --z=987.27886751294136047363 --a=-954.94595170021057128906,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-35281120.72617550194263458251953125,-929.35736477375030517578125,-872.77559749782085418701171875,987.2788675129413604736328125,-954.9459517002105712890625


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

Current git-hash: 484a394c42320d418cbef555884a92b8c8b30895 (last fully tested stable version 2 commits ago [7df9cc742d72dd218d8e828d99d3902f6eff6df0, 9169])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 11:43:58] 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: 2e7e85c1-565f-4969-8d1d-897d8b431901
  _________________________________________________
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| OmniOpt2 - Fine-tuning on the frequency of realit |
| y.                                                |
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                                                             /- _  `-/  '
                                                            (/\/ \ \   /\
                                                            / /   | `    \
                                                            O O   ) /    |
                                                            `-^--'`<     '
                                                           (_.)  _  )   /
                                                            `.___/`    /
                                                              `-----' /
                                                 <----.     __ / __   \
                                                 <----|====O)))==) \) /====
                                                 <----'    `--' `.__,' \
                                                              |        |
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                                                         ______( (_  / \______
                                                       ,'  ,-----'   |        \
                                                       `--{__________)        \/
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=389 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -929.3573647737503 │ -872.7755974978209 │ 987.2788675129414 │ -954.9459517002106 │ -35281120.7261755 │
└────────────────────┴────────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.280 │    1 │        0.280 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.152 │      │              │
│    Median │   0.152 │      │              │
│     Total │   0.303 │      │              │
│       Max │   0.280 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.088 │      │              │
│  Median │   0.088 │      │              │
│   Total │   0.176 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 11:44:01 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): SOBOL, Started OmniOpt2 run...
2025-12-28 11:44:01 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): SOBOL, getting new HP set (no sbatch)
2025-12-28 11:44:01 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-28 11:44:01 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): SOBOL, eval #1/1 start                    
2025-12-28 11:44:01 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): SOBOL, starting new job                   
2025-12-28 11:44:01 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): SOBOL, started new job                    
2025-12-28 11:44:10 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): SOBOL, new result: RESULT: -17208921.390569
2025-12-28 11:44:12 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): SOBOL, best RESULT: -17208921.3905686, finishing jobs, finished 1 job
2025-12-28 11:44:12 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): BOTORCH_MODULAR, best RESULT: -17208921.3905686, getting new HP set (no sbatch)
2025-12-28 11:44:12 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): BOTORCH_MODULAR, best RESULT: -17208921.3905686, requested 1 jobs, got 1, 0.28 s/job
2025-12-28 11:44:12 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): BOTORCH_MODULAR, best RESULT: -17208921.3905686, eval #1/1 start                    
2025-12-28 11:44:12 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): BOTORCH_MODULAR, best RESULT: -17208921.3905686, starting new job                   
2025-12-28 11:44:12 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): BOTORCH_MODULAR, best RESULT: -17208921.3905686, started new job                    
2025-12-28 11:44:21 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): BOTORCH_MODULAR, best RESULT: -17208921.3905686, new result: RESULT: -35281120.726176
2025-12-28 11:44:23 (3c7624ca-18d2-49e1-a2f5-11de9bb5e0a7): BOTORCH_MODULAR, best RESULT: -35281120.7261755, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.088 │      │              │
│  Median │   0.088 │      │              │
│   Total │   0.176 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.280 │    1 │        0.280 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.152 │      │              │
│    Median │   0.152 │      │              │
│     Total │   0.303 │      │              │
│       Max │   0.280 │      │              │
│       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
1766922239,756.578125,28.6

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-35281120.7262	-17208921.3906	-26245021.0584	9036099.6678	2
x	-929.3574	933.6854	2.164	931.5214	2
y	-872.7756	136.9497	-367.913	504.8626	2
z	-674.8497	987.2789	156.2146	831.0643	2
a	-954.946	619.9634	-167.4913	787.4547	2

submitit INFO (2025-12-28 11:44:02,031) - Starting with JobEnvironment(job_id=108577, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 11:44:02,031) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/108577/108577_submitted.pkl
Trial-Index: 0

Parameters: {"x": 933.6854219436646, "y": 136.94965839385986, "z": -674.8497188091278, "a": 619.9634075164795}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=933.68542194366455078125 --y=136.94965839385986328125 --z=-674.84971880912780761719 --a=619.9634075164794921875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766920262.2863214
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766922243.581859
Last modification: 1766920262.2863214
Hostname: runnervmdwttx
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=933.68542194366455078125 --y=136.94965839385986328125 --z=-674.84971880912780761719 --a=619.9634075164794921875 
stdout:
 x: 933.68542194366455078125
y: 136.94965839385986328125
z: -674.84971880912780761719
a: 619.9634075164794921875
RESULT: -17208921.3905686

stderr was empty
Result: {'RESULT': -17208921.3905686}
Final-results: {'RESULT': -17208921.3905686}
EXIT_CODE: 0
submitit INFO (2025-12-28 11:44:09,605) - Job completed successfully
submitit INFO (2025-12-28 11:44:09,605) - Exiting after successful completion