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
-960.7542678713799	811.5986082702875	-624.2423467338085	-935.5514533817768	-28639423.2193785

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 16:39:51 (00c983de-1648-4f6d-8e56-44edf91469db): BOTORCH_MODULAR, best RESULT: -28639423.2193785, finishing jobs, finished 1 job

Git-Version

Commit: c44d50cdf9e7682908ebe040a20ba96afe0b6a3a (9193-2-gc44d50cdf)

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
0,1766939968,2,00c983de-1648-4f6d-8e56-44edf91469db,1766939970,1766939976,6,.tests/optimization_example_all_float  --x=827.48425006866455078125 --y=-570.8866119384765625 --z=325.1144886016845703125 --a=952.35717296600341796875,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-20083495.737597398459911346435546875,827.48425006866455078125,-570.8866119384765625,325.1144886016845703125,952.35717296600341796875
1,1766939980,2,00c983de-1648-4f6d-8e56-44edf91469db,1766939982,1766939988,6,.tests/optimization_example_all_float  --x=-960.75426787137985229492 --y=811.59860827028751373291 --z=-624.24234673380851745605 --a=-935.55145338177680969238,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-28639423.2193785011768341064453125,-960.754267871379852294921875,811.59860827028751373291015625,-624.2423467338085174560546875,-935.5514533817768096923828125


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

Current git-hash: c44d50cdf9e7682908ebe040a20ba96afe0b6a3a (last fully tested stable version 2 commits ago [1caf8cebfd6257e0c8784a73c3a511fe4c953f90, 9193])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:39:25] 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: a4a0ed73-5bf1-4b3a-afc2-91e1db73f1d7
  _________________________________________________
 /                                                 \
| OmniOpt2 - Tuning like a Jedi: Feel the force of  |
| the optimal values.                               |
 \                                                 /
  =================================================
                                                  \
                                                   \
                                                    \
                                                     |\_/|,,_____,~~`
                                                     (.".)~~     )`~}}
                                                      \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=461 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -960.7542678713799 │ 811.5986082702875 │ -624.2423467338085 │ -935.5514533817768 │ -28639423.2193785 │
└────────────────────┴───────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │   0.026 │    1 │        0.026 │
│         2 │   0.299 │    1 │        0.299 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.162 │      │              │
│    Median │   0.162 │      │              │
│     Total │   0.325 │      │              │
│       Max │   0.299 │      │              │
│       Min │   0.026 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.110 │    1 │        0.110 │
│       2 │   0.074 │    1 │        0.074 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.092 │      │              │
│  Median │   0.092 │      │              │
│   Total │   0.184 │      │              │
│     Max │   0.110 │      │              │
│     Min │   0.074 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 16:39:28 (00c983de-1648-4f6d-8e56-44edf91469db): SOBOL, Started OmniOpt2 run...
2025-12-28 16:39:28 (00c983de-1648-4f6d-8e56-44edf91469db): SOBOL, getting new HP set (no sbatch)
2025-12-28 16:39:28 (00c983de-1648-4f6d-8e56-44edf91469db): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-12-28 16:39:28 (00c983de-1648-4f6d-8e56-44edf91469db): SOBOL, eval #1/1 start                    
2025-12-28 16:39:28 (00c983de-1648-4f6d-8e56-44edf91469db): SOBOL, starting new job                   
2025-12-28 16:39:29 (00c983de-1648-4f6d-8e56-44edf91469db): SOBOL, started new job                    
2025-12-28 16:39:38 (00c983de-1648-4f6d-8e56-44edf91469db): SOBOL, new result: RESULT: -20083495.737597
2025-12-28 16:39:39 (00c983de-1648-4f6d-8e56-44edf91469db): SOBOL, best RESULT: -20083495.7375974, finishing jobs, finished 1 job
2025-12-28 16:39:40 (00c983de-1648-4f6d-8e56-44edf91469db): BOTORCH_MODULAR, best RESULT: -20083495.7375974, getting new HP set (no sbatch)
2025-12-28 16:39:40 (00c983de-1648-4f6d-8e56-44edf91469db): BOTORCH_MODULAR, best RESULT: -20083495.7375974, requested 1 jobs, got 1, 0.30 s/job
2025-12-28 16:39:40 (00c983de-1648-4f6d-8e56-44edf91469db): BOTORCH_MODULAR, best RESULT: -20083495.7375974, eval #1/1 start                    
2025-12-28 16:39:40 (00c983de-1648-4f6d-8e56-44edf91469db): BOTORCH_MODULAR, best RESULT: -20083495.7375974, starting new job                   
2025-12-28 16:39:40 (00c983de-1648-4f6d-8e56-44edf91469db): BOTORCH_MODULAR, best RESULT: -20083495.7375974, started new job                    
2025-12-28 16:39:49 (00c983de-1648-4f6d-8e56-44edf91469db): BOTORCH_MODULAR, best RESULT: -20083495.7375974, new result: RESULT: -28639423.219379
2025-12-28 16:39:51 (00c983de-1648-4f6d-8e56-44edf91469db): BOTORCH_MODULAR, best RESULT: -28639423.2193785, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.110 │    1 │        0.110 │
│       2 │   0.074 │    1 │        0.074 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.092 │      │              │
│  Median │   0.092 │      │              │
│   Total │   0.184 │      │              │
│     Max │   0.110 │      │              │
│     Min │   0.074 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.026 │    1 │        0.026 │
│         2 │   0.299 │    1 │        0.299 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.162 │      │              │
│    Median │   0.162 │      │              │
│     Total │   0.325 │      │              │
│       Max │   0.299 │      │              │
│       Min │   0.026 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1766939966,756.3125,28.4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28639423.2194	-20083495.7376	-24361459.4785	4277963.7409	2
x	-960.7543	827.4843	-66.635	894.1193	2
y	-570.8866	811.5986	120.356	691.2426	2
z	-624.2423	325.1145	-149.5639	474.6784	2
a	-935.5515	952.3572	8.4029	943.9543	2

submitit INFO (2025-12-28 16:39:29,263) - Starting with JobEnvironment(job_id=141644, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 16:39:29,264) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/141644/141644_submitted.pkl
Trial-Index: 0

Parameters: {"x": 827.4842500686646, "y": -570.8866119384766, "z": 325.11448860168457, "a": 952.3571729660034}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=827.48425006866455078125 --y=-570.8866119384765625 --z=325.1144886016845703125 --a=952.35717296600341796875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766937002.43211
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766939297.012277
Last modification: 1766937002.43211
Hostname: runnervmdwttx
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=827.48425006866455078125 --y=-570.8866119384765625 --z=325.1144886016845703125 --a=952.35717296600341796875 
stdout:
 x: 827.48425006866455078125
y: -570.8866119384765625
z: 325.1144886016845703125
a: 952.35717296600341796875
RESULT: -20083495.7375974

stderr was empty
Result: {'RESULT': -20083495.7375974}
Final-results: {'RESULT': -20083495.7375974}
EXIT_CODE: 0
submitit INFO (2025-12-28 16:39:36,931) - Job completed successfully
submitit INFO (2025-12-28 16:39:36,931) - Exiting after successful completion