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
-48	-57	-0.0392180681…	8	2120125	2.65458458921…	3.293873103230…	-48	-0.0392180681…	-57	8	1.139362060072…

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

2025-12-29 14:09:19 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, 1 done, waiting for 1 job, finished 1 job

Git-Version

Commit: 815910076e3b15c9f886789a2fc0797945e4f03f (9210)

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
0,1767013725,24,a887fc46-d8f9-4d4b-917a-a4899080fa45,1767013750,1767013756,6,./.tests/optimization_example --random_sem --int_param='-48' --float_param='-0.03921806812286376953' --choice_param='8' --int_param_two='-57' --nr_results=3,0,,c86,-48,-57,-0.039218068122863700142310960928,8,2120125,0_0,COMPLETED,SOBOL,1.139362060072929949683384620585,2.654584589219790125014242221368,3.293873103230979815236878494034,-48,-0.03921806812286376953125,-57,8


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To cancel, press CTRL c, then run 'scancel 2119917'
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[WARNING 12-29 14:08:35] 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]`.
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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 /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/test_if_debug_py_has_alternating/0...
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⠋ Writing result min/max file...
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Run-folder: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/test_if_debug_py_has_alternating/0
⠋ Writing live_share file if it is present...
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⠼ Writing git information
⠋ Checking max_eval...
⠋ Calculating number of steps...
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⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=s3811141&experiment_name=test_if_debug_py_has_alternating&run_nr=2 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 [00:35<00:00, 35.64s/it]


                                                    Pareto-Front for RESULT1/RESULT2:                                                     
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃     float_param      ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃     RESULT3      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -48    │ -0.03921806812286377 │      -57      │      8       │ 1.13936206007293 │ 2.65458458921979 │ 3.29387310323098 │
└─────────────┴───────────┴──────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘


                                                    Pareto-Front for RESULT1/RESULT3:                                                     
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃     float_param      ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃     RESULT3      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -48    │ -0.03921806812286377 │      -57      │      8       │ 1.13936206007293 │ 2.65458458921979 │ 3.29387310323098 │
└─────────────┴───────────┴──────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘


                                                    Pareto-Front for RESULT2/RESULT3:                                                     
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃     float_param      ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃     RESULT3      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -48    │ -0.03921806812286377 │      -57      │      8       │ 1.13936206007293 │ 2.65458458921979 │ 3.29387310323098 │
└─────────────┴───────────┴──────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘
                                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 │   0.101 │    1 │        0.101 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.101 │      │              │
│    Median │   0.101 │      │              │
│     Total │   0.101 │      │              │
│       Max │   0.101 │      │              │
│       Min │   0.101 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.411 │    1 │        0.411 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.411 │      │              │
│  Median │   0.411 │      │              │
│   Total │   0.411 │      │              │
│     Max │   0.411 │      │              │
│     Min │   0.411 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-29 14:08:44 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, Started OmniOpt2 run...
2025-12-29 14:08:44 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, getting new HP set     
2025-12-29 14:08:44 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, requested 1 jobs, got 1, 0.10 s/job
2025-12-29 14:08:45 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, eval #1/1 start                    
2025-12-29 14:08:45 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, starting new job                   
2025-12-29 14:08:45 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, unknown 1 = ∑1/1, started new job  
2025-12-29 14:08:46 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, unknown 1 = ∑1/1, waiting for 1 job
2025-12-29 14:08:50 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, pending 1 = ∑1/1, waiting for 1 job
2025-12-29 14:09:17 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, pending 1 = ∑1/1, new result: RESULT1: 1.139362 (SEM: 0.414111), RESULT2: 2.654585 (SEM: 0.725944), RESULT3: 3.293873 (SEM: 0.759845)
2025-12-29 14:09:19 (a887fc46-d8f9-4d4b-917a-a4899080fa45): SOBOL, 1 done, waiting for 1 job, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.411 │    1 │        0.411 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.411 │      │              │
│  Median │   0.411 │      │              │
│   Total │   0.411 │      │              │
│     Max │   0.411 │      │              │
│     Min │   0.411 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.101 │    1 │        0.101 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.101 │      │              │
│    Median │   0.101 │      │              │
│     Total │   0.101 │      │              │
│       Max │   0.101 │      │              │
│       Min │   0.101 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

1767013719.469,1,0,0
1767013725.3999,1,0,0
1767013725.5837,1,1,100
1767013759.9695,1,1,100
1767013760.0405,1,0,0
1767013772.2951,1,0,0

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

timestamp,ram_usage_mb,cpu_usage_percent
1767013719,818.796875,9.1

Parameter statistics

Parameter	Min	Max	Mean	Count
run_time	6	6	6	1
OO_Info_int_param	-48	-48	-48	1
OO_Info_int_param_two	-57	-57	-57	1
OO_Info_float_param	-0.0392	-0.0392	-0.0392	1
OO_Info_choice_param	8	8	8	1
RESULT1	1.1394	1.1394	1.1394	1
RESULT2	2.6546	2.6546	2.6546	1
RESULT3	3.2939	3.2939	3.2939	1
int_param	-48	-48	-48	1
float_param	-0.0392	-0.0392	-0.0392	1
int_param_two	-57	-57	-57	1
choice_param	8	8	8	1

submitit INFO (2025-12-29 14:09:06,759) - Starting with JobEnvironment(job_id=2120125, hostname=c86, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-29 14:09:06,759) - Loading pickle: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/test_if_debug_py_has_alternating/0/single_runs/2120125/2120125_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -48, "float_param": -0.03921806812286377, "int_param_two": -57, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='-48' --float_param='-0.03921806812286376953' --choice_param='8' --int_param_two='-57' --nr_results=3
pwd: /home/h8/s3811141/test/randomtest_93382/OmniOpt
File: ./.tests/optimization_example
UID: 2105408
GID: 200270
SLURM_JOB_ID: 2120125
Status-Change-Time: 1751868744.0086284
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: s3811141
Last access: 1767013370.7319012
Last modification: 1751868744.0086284
Hostname: c86
========
DEBUG INFOS END

./.tests/optimization_example --random_sem --int_param='-48' --float_param='-0.03921806812286376953' --choice_param='8' --int_param_two='-57' --nr_results=3
stdout:
 OO-Info: int_param: -48
OO-Info: int_param_two: -57
OO-Info: float_param: -0.03921806812286376953
OO-Info: choice_param: 8
RESULT1: 1.13936206007293
SEM-RESULT1: 0.414110693938227
RESULT2: 2.65458458921979
SEM-RESULT2: 0.725944392473089
RESULT3: 3.29387310323098
SEM-RESULT3: 0.759845484964885

stderr was empty
Result: {'RESULT1': 1.13936206007293, 'RESULT2': 2.65458458921979, 'RESULT3': 3.29387310323098}
Final-results: {'RESULT1': (1.13936206007293, 0.414110693938227), 'RESULT2': (2.65458458921979, 0.725944392473089), 'RESULT3': (3.29387310323098, 0.759845484964885)}
EXIT_CODE: 0
submitit INFO (2025-12-29 14:09:16,782) - Job completed successfully
submitit INFO (2025-12-29 14:09:16,784) - Exiting after successful completion