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
535.5415809899569	980.6858170777559	875.956604257226	-874.9606534838676	-27663588.6784553

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

2025-11-04 14:37:14 (79204673-c72f-4f99-b306-3ee76605ecf7): BOTORCH_MODULAR, best RESULT: -27663588.6784553, finishing jobs, finished 1 job

Git-Version

Commit: 919d52a3a619af9f3e3b814b906beca36562fc7c (9056-2-g919d52a3a)

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
0,1762267011,2,79204673-c72f-4f99-b306-3ee76605ecf7,1762267013,1762267019,6,.tests/optimization_example_all_float  --x=-108.0634593963623046875 --y=-591.69968962669372558594 --z=-427.02835798263549804688 --a=790.04323482513427734375,0,,runnervmxu1zt,0_0,COMPLETED,SOBOL,-11720295.23817840032279491424560546875,-108.0634593963623046875,-591.6996896266937255859375,-427.028357982635498046875,790.04323482513427734375
1,1762267023,1,79204673-c72f-4f99-b306-3ee76605ecf7,1762267024,1762267030,6,.tests/optimization_example_all_float  --x=535.54158098995685577393 --y=980.68581707775592803955 --z=875.95660425722599029541 --a=-874.96065348386764526367,0,,runnervmxu1zt,1_0,COMPLETED,BOTORCH_MODULAR,-27663588.678455300629138946533203125,535.54158098995685577392578125,980.68581707775592803955078125,875.95660425722599029541015625,-874.960653483867645263671875


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

Current git-hash: 919d52a3a619af9f3e3b814b906beca36562fc7c (last fully tested stable version 2 commits ago [4234251da23ca4c1533f0765399f244bdc2000bc, 9056])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 14:36:48] 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: ac213599-3ac9-4b22-99b0-85466f613156
  ___________________________________
| OmniOpt2 - Fine-tuning like a boss! |
  ===================================
                                    \
                                     \
                                      \
                                       |\_/|,,_____,~~`
                                       (.".)~~     )`~}}
                                        \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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=103 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 535.5415809899569 │ 980.6858170777559 │ 875.956604257226 │ -874.9606534838676 │ -27663588.6784553 │
└───────────────────┴───────────────────┴──────────────────┴────────────────────┴───────────────────┘
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 │   0.008 │    1 │        0.008 │
│         2 │   0.325 │    1 │        0.325 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.167 │      │              │
│    Median │   0.167 │      │              │
│     Total │   0.334 │      │              │
│       Max │   0.325 │      │              │
│       Min │   0.008 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.095 │    1 │        0.095 │
│       2 │   0.063 │    1 │        0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.079 │      │              │
│  Median │   0.079 │      │              │
│   Total │   0.158 │      │              │
│     Max │   0.095 │      │              │
│     Min │   0.063 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-04 14:36:51 (79204673-c72f-4f99-b306-3ee76605ecf7): SOBOL, Started OmniOpt2 run...
2025-11-04 14:36:51 (79204673-c72f-4f99-b306-3ee76605ecf7): SOBOL, getting new HP set (no sbatch)
2025-11-04 14:36:51 (79204673-c72f-4f99-b306-3ee76605ecf7): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 14:36:51 (79204673-c72f-4f99-b306-3ee76605ecf7): SOBOL, eval #1/1 start                    
2025-11-04 14:36:51 (79204673-c72f-4f99-b306-3ee76605ecf7): SOBOL, starting new job                   
2025-11-04 14:36:51 (79204673-c72f-4f99-b306-3ee76605ecf7): SOBOL, started new job                    
2025-11-04 14:37:00 (79204673-c72f-4f99-b306-3ee76605ecf7): SOBOL, new result: RESULT: -11720295.238178
2025-11-04 14:37:02 (79204673-c72f-4f99-b306-3ee76605ecf7): SOBOL, best RESULT: -11720295.2381784, finishing jobs, finished 1 job
2025-11-04 14:37:03 (79204673-c72f-4f99-b306-3ee76605ecf7): BOTORCH_MODULAR, best RESULT: -11720295.2381784, getting new HP set (no sbatch)
2025-11-04 14:37:03 (79204673-c72f-4f99-b306-3ee76605ecf7): BOTORCH_MODULAR, best RESULT: -11720295.2381784, requested 1 jobs, got 1, 0.33 s/job
2025-11-04 14:37:03 (79204673-c72f-4f99-b306-3ee76605ecf7): BOTORCH_MODULAR, best RESULT: -11720295.2381784, eval #1/1 start                    
2025-11-04 14:37:03 (79204673-c72f-4f99-b306-3ee76605ecf7): BOTORCH_MODULAR, best RESULT: -11720295.2381784, starting new job                   
2025-11-04 14:37:03 (79204673-c72f-4f99-b306-3ee76605ecf7): BOTORCH_MODULAR, best RESULT: -11720295.2381784, started new job                    
2025-11-04 14:37:12 (79204673-c72f-4f99-b306-3ee76605ecf7): BOTORCH_MODULAR, best RESULT: -11720295.2381784, new result: RESULT: -27663588.678455
2025-11-04 14:37:14 (79204673-c72f-4f99-b306-3ee76605ecf7): BOTORCH_MODULAR, best RESULT: -27663588.6784553, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.095 │    1 │        0.095 │
│       2 │   0.063 │    1 │        0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.079 │      │              │
│  Median │   0.079 │      │              │
│   Total │   0.158 │      │              │
│     Max │   0.095 │      │              │
│     Min │   0.063 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.008 │    1 │        0.008 │
│         2 │   0.325 │    1 │        0.325 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.167 │      │              │
│    Median │   0.167 │      │              │
│     Total │   0.334 │      │              │
│       Max │   0.325 │      │              │
│       Min │   0.008 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762267008,749.74609375,28.8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-27663588.6785	-11720295.2382	-19691941.9583	7971646.7201	2
x	-108.0635	535.5416	213.7391	321.8025	2
y	-591.6997	980.6858	194.4931	786.1928	2
z	-427.0284	875.9566	224.4641	651.4925	2
a	-874.9607	790.0432	-42.4587	832.5019	2

submitit INFO (2025-11-04 14:36:52,124) - Starting with JobEnvironment(job_id=143114, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 14:36:52,124) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/143114/143114_submitted.pkl
Trial-Index: 0

Parameters: {"x": -108.0634593963623, "y": -591.6996896266937, "z": -427.0283579826355, "a": 790.0432348251343}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-108.0634593963623046875 --y=-591.69968962669372558594 --z=-427.02835798263549804688 --a=790.04323482513427734375 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762264835.4740117
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762267013.620582
Last modification: 1762264835.4740117
Hostname: runnervmxu1zt
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-108.0634593963623046875 --y=-591.69968962669372558594 --z=-427.02835798263549804688 --a=790.04323482513427734375 
stdout:
 x: -108.0634593963623046875
y: -591.69968962669372558594
z: -427.02835798263549804688
a: 790.04323482513427734375
RESULT: -11720295.2381784

stderr was empty
Result: {'RESULT': -11720295.2381784}
Final-results: {'RESULT': -11720295.2381784}
EXIT_CODE: 0
submitit INFO (2025-11-04 14:36:59,643) - Job completed successfully
submitit INFO (2025-11-04 14:36:59,643) - Exiting after successful completion