OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	1
Number random steps	1
Nr. of workers (parameter)	1
Main process memory (GB)	8
Worker memory (GB)	4

Best RESULT1, min (total: 1)

OO_Info_int_p…	OO_Info_int_p…	OO_Info_float…	OO_Info_choic…	OO_Info_SLURM_…	RESULT2	RESULT3	int_param	float_param	int_param_two	choice_param	RESULT1
-9	-74	-44.495889544…	hallo	1174187	2.32777334567…	3.423452018888…	-9	-44.495889544…	-74	hallo	1.478425236259…

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1

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	1	0	1

Result names and types

name	min/max
RESULT1	min
RESULT2	max
RESULT3	min

Last progressbar status

2025-10-25 05:40:08 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, 1 done, waiting for 1 job, finished 1 job

Git-Version

Commit: 87dbf732124d22378d92f4f9fd4a3243b54c0639 (8885)

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,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT1,RESULT2,RESULT3,int_param,float_param,int_param_two,choice_param
0,1761363557,40,8def2dd1-fb32-4643-aeba-ee309ff48a8e,1761363599,1761363605,6,./.tests/optimization_example --random_sem --int_param='-9' --float_param='-44.49588954448699951172' --choice_param='hallo' --int_param_two='-74' --nr_results=3,0,,c152,-9,-74,-44.49588954448699951171875,hallo,1174187,0_0,COMPLETED,SOBOL,1.478425236259689912188264315773,2.327773345672659921490321721649,3.423452018888459846834848576691,-9,-44.49588954448699951171875,-74,hallo


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

To cancel, press CTRL c, then run 'scancel 1174157'
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[WARNING 10-25 05:39:04] 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]`.
⠦ Importing ax...
⠋ Importing ax.core.generator_run...
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Run-UUID: 30c50158-2d6d-4887-ae68-3be9a2d564c4
  ______________________________________
| OmniOpt2 - Hyperparameters? Nailed it! |
  ======================================
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                                             |o_o |
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⠋ Writing worker creation log...
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=test_if_debug_py_has_alternating --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 1 --num_parallel_jobs 1 --gpus=1 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0z --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=max RESULT3=min --generate_all_jobs_at_once --follow --show_generate_time_table
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /data/horse/ws/s3811141-oo_crap/omniopt/runs/test_if_debug_py_has_alternating/0...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
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⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /data/horse/ws/s3811141-oo_crap/omniopt/runs/test_if_debug_py_has_alternating/0
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠸ Writing git information
⠋ Checking max_eval...
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=s3811141&experiment_name=test_if_debug_py_has_alternating&run_nr=0 for live-results.

You have 1 CPUs available for the main process. Using CUDA device NVIDIA H100.
Generation strategy: SOBOL for 1 step.
Run-Program: ./.tests/optimization_example --random_sem --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=3
                                       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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1     │         min │
│ RESULT2     │         max │
│ RESULT3     │         min │
└─────────────┴─────────────┘
⠋ Write files and show overview
SOBOL, 1 done, waiting for 1 job, finished 1 job                                                                                            : 100%|██████████| 1/1 [00:55<00:00, 55.02s/it]


                                                  Pareto-Front for RESULT1/RESULT2:                                                   
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃   float_param    ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃     RESULT3      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -9     │ -44.495889544487 │      -74      │    hallo     │ 1.47842523625969 │ 2.32777334567266 │ 3.42345201888846 │
└─────────────┴───────────┴──────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘


                                                  Pareto-Front for RESULT1/RESULT3:                                                   
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃   float_param    ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃     RESULT3      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -9     │ -44.495889544487 │      -74      │    hallo     │ 1.47842523625969 │ 2.32777334567266 │ 3.42345201888846 │
└─────────────┴───────────┴──────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘


                                                  Pareto-Front for RESULT2/RESULT3:                                                   
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃   float_param    ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃     RESULT3      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -9     │ -44.495889544487 │      -74      │    hallo     │ 1.47842523625969 │ 2.32777334567266 │ 3.42345201888846 │
└─────────────┴───────────┴──────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘
                                Runtime Infos                                 
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           1           │ 6.00 sec  │ 6.00 sec  │   6.00 sec   │  6.00 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.091 │    1 │        0.091 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.091 │      │              │
│    Median │   0.091 │      │              │
│     Total │   0.091 │      │              │
│       Max │   0.091 │      │              │
│       Min │   0.091 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.897 │    1 │        0.897 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.897 │      │              │
│  Median │   0.897 │      │              │
│   Total │   0.897 │      │              │
│     Max │   0.897 │      │              │
│     Min │   0.897 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-10-25 05:39:13 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, Started OmniOpt2 run...
2025-10-25 05:39:15 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, getting new HP set     
2025-10-25 05:39:15 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, requested 1 jobs, got 1, 0.09 s/job
2025-10-25 05:39:17 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, eval #1/1 start                    
2025-10-25 05:39:17 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, starting new job                   
2025-10-25 05:39:17 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, unknown 1 = ∑1/1, started new job  
2025-10-25 05:39:19 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, unknown 1 = ∑1/1, waiting for 1 job
2025-10-25 05:39:20 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, pending 1 = ∑1/1, waiting for 1 job
2025-10-25 05:40:00 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, running 1 = ∑1/1, waiting for 1 job
2025-10-25 05:40:05 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, running 1 = ∑1/1, new result: RESULT1: 1.478425 (SEM: 0.755988), RESULT2: 2.327773 (SEM: 0.689860), RESULT3: 3.423452 (SEM: 0.732139)
2025-10-25 05:40:08 (8def2dd1-fb32-4643-aeba-ee309ff48a8e): SOBOL, 1 done, waiting for 1 job, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.897 │    1 │        0.897 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.897 │      │              │
│  Median │   0.897 │      │              │
│   Total │   0.897 │      │              │
│     Max │   0.897 │      │              │
│     Min │   0.897 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.091 │    1 │        0.091 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.091 │      │              │
│    Median │   0.091 │      │              │
│     Total │   0.091 │      │              │
│       Max │   0.091 │      │              │
│       Min │   0.091 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	1
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9w…
experiment_name	test_if_debug_py_has_alternating
mem_gb	4
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'],
	['int_param_two', 'range', '-100', '10', 'int']]
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/s3811141
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	['RESULT1=min', 'RESULT2=max', 'RESULT3=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	1
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	True
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

1761363547.3247,1,0,0
1761363557.3079,1,0,0
1761363557.8676,1,1,100
1761363608.3095,1,1,100
1761363617.7296,1,0,0
1761363620.1759,1,0,0

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1761363547,807.37890625,19.4
1761363608,823.484375,17.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	1
OO_Info_int_param	-9	-9	-9	0	1
OO_Info_int_param_two	-74	-74	-74	0	1
OO_Info_float_param	-44.4959	-44.4959	-44.4959	0	1
OO_Info_choice_param	No numerical statistics available
RESULT1	1.4784	1.4784	1.4784	0	1
RESULT2	2.3278	2.3278	2.3278	0	1
RESULT3	3.4235	3.4235	3.4235	0	1
int_param	-9	-9	-9	0	1
float_param	-44.4959	-44.4959	-44.4959	0	1
int_param_two	-74	-74	-74	0	1
choice_param	No numerical statistics available

submitit INFO (2025-10-25 05:39:45,671) - Starting with JobEnvironment(job_id=1174187, hostname=c152, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-25 05:39:45,673) - Loading pickle: /data/horse/ws/s3811141-oo_crap/omniopt/runs/test_if_debug_py_has_alternating/0/single_runs/1174187/1174187_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -9, "float_param": -44.495889544487, "int_param_two": -74, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='-9' --float_param='-44.49588954448699951172' --choice_param='hallo' --int_param_two='-74' --nr_results=3
pwd: /data/horse/ws/s3811141-oo_crap/omniopt
File: ./.tests/optimization_example
UID: 2105408
GID: 200270
SLURM_JOB_ID: 1174187
Status-Change-Time: 1755346813.0
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: s3811141
Last access: 1761363599.0
Last modification: 1755343211.0
Hostname: c152
========
DEBUG INFOS END

./.tests/optimization_example --random_sem --int_param='-9' --float_param='-44.49588954448699951172' --choice_param='hallo' --int_param_two='-74' --nr_results=3
stdout:
 OO-Info: int_param: -9
OO-Info: int_param_two: -74
OO-Info: float_param: -44.49588954448699951172
OO-Info: choice_param: hallo
RESULT1: 1.47842523625969
SEM-RESULT1: 0.755988020540343
RESULT2: 2.32777334567266
SEM-RESULT2: 0.689859630862834
RESULT3: 3.42345201888846
SEM-RESULT3: 0.732139387386255

stderr was empty
Result: {'RESULT1': 1.47842523625969, 'RESULT2': 2.32777334567266, 'RESULT3': 3.42345201888846}
Final-results: {'RESULT1': (1.47842523625969, 0.755988020540343), 'RESULT2': (2.32777334567266, 0.689859630862834), 'RESULT3': (3.42345201888846, 0.732139387386255)}
EXIT_CODE: 0
submitit INFO (2025-10-25 05:40:05,157) - Job completed successfully
submitit INFO (2025-10-25 05:40:05,159) - Exiting after successful completion