OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	2
Number random steps	2
Number random steps (from arguments)	20
Nr. of workers (parameter)	20

Best RESULT, min (total: 2)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	int_param_two	choice_param	RESULT
-84	-87	-55.024838615208864	4	-84	-55.024838615208864	-87	4	-199345.932507819

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	2	2

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	range	-100	10		int	No
float_param	range	-100	10		float	No
choice_param	choice			1, 2, 4, 8, 16, hallo
int_param_two	range	-100	10		int	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 15:30:55 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, best RESULT: -199345.932507819, finishing jobs, finished 1 job

Git-Version

Commit: b050738fbdd2e7450e0ffeaed15c7f77d52d5628 (9176-16-gb050738fb)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1766935833,2,bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff,1766935835,1766935841,6,./.tests/optimization_example --int_param='-29' --float_param='1.21000051498413085938' --choice_param='2' --int_param_two='-27',0,,runnervmdwttx,-29,-27,1.210000514984130859375,2,0_0,COMPLETED,SOBOL,-22006.16096096420005778782069683075,-29,1.210000514984130859375,-27,2
1,1766935844,2,bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff,1766935846,1766935852,6,./.tests/optimization_example --int_param='-84' --float_param='-55.02483861520886421204' --choice_param='4' --int_param_two='-87',0,,runnervmdwttx,-84,-87,-55.0248386152088642120361328125,4,1_0,COMPLETED,SOBOL,-199345.932507819001330062747001647949,-84,-55.0248386152088642120361328125,-87,4


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

Current git-hash: b050738fbdd2e7450e0ffeaed15c7f77d52d5628 (last fully tested stable version 16 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:30:30] 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: 642501ec-e31a-40b2-a7e1-7c2c7ed94b17
  _________________________________________________
 /                                                 \
| OmniOpt2 - Tuning hyperparameters like a caffeina |
| ted monk with a Rubik's Cube.                     |
 \                                                 /
  =================================================
                                                 \
                                                  \
                                                    ^__^
                                                    (oo)\_______
                                                    (__)\       )\/\
                                                        ||----w |
                                                        ||     ||
omniopt --config_yaml=.tests/example_config_cpu.yaml --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/1
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__&run_nr=682 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 2 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)'
                                       Experiment parameters                                       
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name          ┃ Type   ┃ Lower bound ┃ Upper bound ┃ Values                ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param     │ range  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ range  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choice │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ range  │ -100        │ 10          │                       │ int   │ 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)                                                                          
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param         ┃ int_param_two ┃ choice_param ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -84               │ -87                   │ -55.024838615208864 │ 4                    │ -84       │ -55.024838615208864 │ -87           │ 4            │ -199345.932507819 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-28 15:30:33 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, Started OmniOpt2 run...
2025-12-28 15:30:33 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, getting new HP set (no sbatch)
2025-12-28 15:30:33 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-12-28 15:30:33 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, eval #1/1 start                    
2025-12-28 15:30:33 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, starting new job                   
2025-12-28 15:30:33 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, started new job                    
2025-12-28 15:30:42 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, new result: RESULT: -22006.160961  
2025-12-28 15:30:44 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, best RESULT: -22006.1609609642, finishing jobs, finished 1 job
2025-12-28 15:30:44 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, best RESULT: -22006.1609609642, getting new HP set (no sbatch)
2025-12-28 15:30:44 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, best RESULT: -22006.1609609642, requested 1 jobs, got 1, 0.06 s/job
2025-12-28 15:30:44 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, best RESULT: -22006.1609609642, eval #1/1 start                    
2025-12-28 15:30:44 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, best RESULT: -22006.1609609642, starting new job                   
2025-12-28 15:30:44 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, best RESULT: -22006.1609609642, started new job                    
2025-12-28 15:30:53 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, best RESULT: -22006.1609609642, new result: RESULT: -199345.932508 
2025-12-28 15:30:55 (bdd4e539-88ac-4ea3-8d2a-4f95bf28f3ff): SOBOL, best RESULT: -199345.932507819, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.106 │    1 │        0.106 │
│       2 │   0.071 │    1 │        0.071 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.088 │      │              │
│  Median │   0.088 │      │              │
│   Total │   0.177 │      │              │
│     Max │   0.106 │      │              │
│     Min │   0.071 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.030 │    1 │        0.030 │
│         2 │   0.058 │    1 │        0.058 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.044 │      │              │
│    Median │   0.044 │      │              │
│     Total │   0.088 │      │              │
│       Max │   0.058 │      │              │
│       Min │   0.030 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	.tests/example_config_cpu.yaml
config_toml	None
config_json	None
num_random_steps	20
max_eval	2
run_program	./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)'
	--int_param_two='%(int_param_two)'
experiment_name	__main__tests__
mem_gb	4
parameter	[{'param': ['int_param', 'range', '-100', '10', 'int']}, {'param': ['float_param', 'range', '-100', '10', 'float']}, {'param': ['choice_param',
	'choice', '1,2,4,8,16,hallo']}, {'param': ['int_param_two', 'range', '-100', '10', 'int'], 'num_random_steps': 1, 'model': 'BOTORCH_MODULAR',
	'auto_exclude_defective_hosts': True}]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	None
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	True
send_anonymized_usage_stats	False
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	False
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	20
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
1766935830,756.2578125,28.7

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-84	-29	-56.5	27.5	2
OO_Info_int_param_two	-87	-27	-57	30	2
OO_Info_float_param	-55.0248	1.21	-26.9074	28.1174	2
OO_Info_choice_param	2	4	3	1	2
RESULT	-199345.9325	-22006.161	-110676.0467	88669.8858	2
int_param	-84	-29	-56.5	27.5	2
float_param	-55.0248	1.21	-26.9074	28.1174	2
int_param_two	-87	-27	-57	30	2
choice_param	2	4	3	1	2

submitit INFO (2025-12-28 15:30:33,820) - Starting with JobEnvironment(job_id=88333, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 15:30:33,820) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/1/single_runs/88333/88333_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -29, "float_param": 1.2100005149841309, "int_param_two": -27, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-29' --float_param='1.21000051498413085938' --choice_param='2' --int_param_two='-27'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766934405.5393367
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766935105.941433
Last modification: 1766934405.5393367
Hostname: runnervmdwttx
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-29' --float_param='1.21000051498413085938' --choice_param='2' --int_param_two='-27'
stdout:
 OO-Info: int_param: -29
OO-Info: int_param_two: -27
OO-Info: float_param: 1.21000051498413085938
OO-Info: choice_param: 2
RESULT: -22006.1609609642

stderr was empty
Result: {'RESULT': -22006.1609609642}
Final-results: {'RESULT': -22006.1609609642}
EXIT_CODE: 0
submitit INFO (2025-12-28 15:30:41,406) - Job completed successfully
submitit INFO (2025-12-28 15:30:41,406) - Exiting after successful completion