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
-952.8016932308674	899.7953459620476	-885.9545513987541	-889.4764687865973	-33121511.1730835

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

2026-02-24 13:52:03 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): BOTORCH_MODULAR, best RESULT: -33121511.1730835, finishing jobs, finished 1 job

Git-Version

Commit: 95422d9ad480c2b42aa4c975f8aa23637f180e31 (9260-6-g95422d9ad)

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
0,1771941101,2,557cbcb1-2631-4fdd-b752-1dd9db7ddaac,1771941103,1771941109,6,.tests/optimization_example_all_float  --x=189.5000934600830078125 --y=-542.6895618438720703125 --z=983.20543766021728515625 --a=622.06637859344482421875,0,,runnervmez679,0_0,COMPLETED,SOBOL,-16717272.13441359996795654296875,189.5000934600830078125,-542.6895618438720703125,983.20543766021728515625,622.06637859344482421875
1,1771941112,2,557cbcb1-2631-4fdd-b752-1dd9db7ddaac,1771941114,1771941120,6,.tests/optimization_example_all_float  --x=-952.80169323086738586426 --y=899.7953459620475769043 --z=-885.95455139875411987305 --a=-889.47646878659725189209,0,,runnervmez679,1_0,COMPLETED,BOTORCH_MODULAR,-33121511.17308349907398223876953125,-952.8016932308673858642578125,899.795345962047576904296875,-885.954551398754119873046875,-889.47646878659725189208984375


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

Current git-hash: 95422d9ad480c2b42aa4c975f8aa23637f180e31 (last fully tested stable version 6 commits ago [58c866c868c07da88eccea8bc47a8de539dae9f1, 9260])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-24 13:51:38] 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: fd62ab9d-91d8-4430-a1b4-663378f47a9c
   ____                  _ ____        __ ___ 
  / __ \____ ___  ____  (_) __ \____  / /|__ \
 / / / / __ `__ \/ __ \/ / / / / __ \/ __/_/ /
/ /_/ / / / / / / / / / / /_/ / /_/ / /_/ __/ 
\____/_/ /_/ /_/_/ /_/_/\____/ .___/\__/____/ 
                            /_/               

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=17 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -952.8016932308674 │ 899.7953459620476 │ -885.9545513987541 │ -889.4764687865973 │ -33121511.1730835 │
└────────────────────┴───────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │   0.420 │    1 │        0.420 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.221 │      │              │
│    Median │   0.221 │      │              │
│     Total │   0.443 │      │              │
│       Max │   0.420 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.116 │    1 │        0.116 │
│       2 │   0.066 │    1 │        0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.116 │      │              │
│     Min │   0.066 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-02-24 13:51:41 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): SOBOL, Started OmniOpt2 run...
2026-02-24 13:51:41 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): SOBOL, getting new HP set (no sbatch)
2026-02-24 13:51:41 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-02-24 13:51:41 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): SOBOL, eval #1/1 start                    
2026-02-24 13:51:41 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): SOBOL, starting new job                   
2026-02-24 13:51:41 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): SOBOL, started new job                    
2026-02-24 13:51:50 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): SOBOL, new result: RESULT: -16717272.134414
2026-02-24 13:51:52 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): SOBOL, best RESULT: -16717272.1344136, finishing jobs, finished 1 job
2026-02-24 13:51:52 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): BOTORCH_MODULAR, best RESULT: -16717272.1344136, getting new HP set (no sbatch)
2026-02-24 13:51:52 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): BOTORCH_MODULAR, best RESULT: -16717272.1344136, requested 1 jobs, got 1, 0.42 s/job
2026-02-24 13:51:52 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): BOTORCH_MODULAR, best RESULT: -16717272.1344136, eval #1/1 start                    
2026-02-24 13:51:52 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): BOTORCH_MODULAR, best RESULT: -16717272.1344136, starting new job                   
2026-02-24 13:51:52 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): BOTORCH_MODULAR, best RESULT: -16717272.1344136, started new job                    
2026-02-24 13:52:01 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): BOTORCH_MODULAR, best RESULT: -16717272.1344136, new result: RESULT: -33121511.173083
2026-02-24 13:52:03 (557cbcb1-2631-4fdd-b752-1dd9db7ddaac): BOTORCH_MODULAR, best RESULT: -33121511.1730835, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.116 │    1 │        0.116 │
│       2 │   0.066 │    1 │        0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.116 │      │              │
│     Min │   0.066 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.420 │    1 │        0.420 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.221 │      │              │
│    Median │   0.221 │      │              │
│     Total │   0.443 │      │              │
│       Max │   0.420 │      │              │
│       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
nr_evals_per_arm	1
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
1771941099,766.2578125,28.5

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-33121511.1731	-16717272.1344	-24919391.6537	8202119.5193	2
x	-952.8017	189.5001	-381.6508	571.1509	2
y	-542.6896	899.7953	178.5529	721.2425	2
z	-885.9546	983.2054	48.6254	934.58	2
a	-889.4765	622.0664	-133.705	755.7714	2

submitit INFO (2026-02-24 13:51:42,081) - Starting with JobEnvironment(job_id=144076, hostname=runnervmez679, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-24 13:51:42,082) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/144076/144076_submitted.pkl
Trial-Index: 0

Parameters: {"x": 189.500093460083, "y": -542.6895618438721, "z": 983.2054376602173, "a": 622.0663785934448}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=189.5000934600830078125 --y=-542.6895618438720703125 --z=983.20543766021728515625 --a=622.06637859344482421875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1771938047.9843452
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1771940427.9096227
Last modification: 1771938047.9843452
Hostname: runnervmez679
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=189.5000934600830078125 --y=-542.6895618438720703125 --z=983.20543766021728515625 --a=622.06637859344482421875 
stdout:
 x: 189.5000934600830078125
y: -542.6895618438720703125
z: 983.20543766021728515625
a: 622.06637859344482421875
RESULT: -16717272.1344136

stderr was empty
Result: {'RESULT': -16717272.1344136}
Final-results: {'RESULT': -16717272.1344136}
EXIT_CODE: 0
submitit INFO (2026-02-24 13:51:49,615) - Job completed successfully
submitit INFO (2026-02-24 13:51:49,616) - Exiting after successful completion