OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	20
Main process memory (GB)	8
Worker memory (GB)	4

Best RESULT, min (total: 2)

OO_Info_SLURM_JOB_ID	x	y	z	a	RESULT
2104011	-434.7301088273525	-953.6437261849642	532.0732537657022	655.9370830655098	-18136695.381553

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	2	2

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 19:41:46 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, best RESULT: -18136695.381553, waiting for 2 jobs, finished 2 jobs

Git-Version

Commit: c53538d72fd964f91794defe73be612acdc56009 (9205)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1766947150,32,6481d7a8-fee4-4438-9763-6ff17dc0b07a,1766947182,1766947303,121,.tests/optimization_example_all_float  --x=389.560699462890625 --y=730.28087615966796875 --z=-342.1876430511474609375 --a=-912.07084804773330688477,0,,c129,2104010,0_0,COMPLETED,SOBOL,-16352216.87411190010607242584228515625,389.560699462890625,730.28087615966796875,-342.1876430511474609375,-912.070848047733306884765625
1,1766947150,32,6481d7a8-fee4-4438-9763-6ff17dc0b07a,1766947182,1766947303,121,.tests/optimization_example_all_float  --x=-434.73010882735252380371 --y=-953.64372618496417999268 --z=532.07325376570224761963 --a=655.93708306550979614258,0,,c126,2104011,1_0,COMPLETED,SOBOL,-18136695.381553001701831817626953125,-434.7301088273525238037109375,-953.64372618496417999267578125,532.07325376570224761962890625,655.937083065509796142578125


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

To cancel, press CTRL c, then run 'scancel 2104009'
⠋ Importing logging...
⠋ Importing warnings...
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⠋ Importing submitit.LocalExecutor...
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⠋ Importing inspect frame info...
⠋ Importing pathlib.Path...
⠋ Importing uuid...
⠋ Importing cowsay...
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⠋ Importing itertools.combinations...
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⠋ Importing PIL.Image...
⠋ Importing sixel...
⠋ Importing subprocess...
⠋ Importing tqdm...
⠋ Importing beartype...
[WARNING 12-28 19:39:00] 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 rendering stuff...
⠋ Importing statistics...
⠋ Trying to import pyfiglet...
⠙ Importing helpers...
⠋ Importing pareto...
⠋ Parsing arguments...
⠋ Importing torch...
⠋ Importing numpy...
⠋ Importing ax...
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⠋ Importing Cont_X_trans and Y_trans from ax.adapter.registry...
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⠋ Importing ax.core.objective...
⠋ Importing ax.core.Metric...
⠋ Importing ax.exceptions.core...
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⠋ Importing CORE_DECODER_REGISTRY...
⠋ Trying ax.generation_strategy.generation_node...
⠋ Importing GenerationStep, GenerationStrategy from generation_strategy...
⠋ Importing GenerationNode from generation_node...
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⠋ Importing MinTrials...
⠋ Importing GeneratorSpec...
⠋ Importing Generators from ax.generation_strategy.registry...
⠋ Importing get_pending_observation_features...
⠋ Importing load_experiment...
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Run-UUID: 0ec2adbb-880d-4e1c-aee6-099bde0043c3
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⠋ Writing worker creation log...
omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=20 --gpus=1 --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
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/example_all_float/0...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
⠋ Writing username state file...
⠋ Writing result names file...
⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/example_all_float/0
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠼ Writing git information
⠋ Checking max_eval...
Warning: --num_random_steps 1 is smaller than --num_parallel_jobs 20. It's recommended that --num_parallel_jobs is the same as or a multiple of --num_random_steps
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=s3811141&experiment_name=example_all_float&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 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 │
└─────────────┴─────────────┘
⠋ Write files and show overview
SOBOL, best RESULT: -18136695.381553, waiting for 2 jobs, finished 2 jobs: 100%|██████████| 2/2 [02:39<00:00, 79.53s/it] 
                                                 Best RESULT, min (total: 2)                                                 
┏━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_SLURM_JOB_ID ┃ x                  ┃ y                  ┃ z                 ┃ a                 ┃ RESULT           ┃
┡━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 2104011              │ -434.7301088273525 │ -953.6437261849642 │ 532.0732537657022 │ 655.9370830655098 │ -18136695.381553 │
└──────────────────────┴────────────────────┴────────────────────┴───────────────────┴───────────────────┴──────────────────┘
                                              Runtime Infos                                              
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ Number of evaluations ┃     Min time      ┃     Max time      ┃   Average time    ┃    Median time    ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│           2           │ 121.00 sec (2m1s) │ 121.00 sec (2m1s) │ 121.00 sec (2m1s) │ 121.00 sec (2m1s) │
└───────────────────────┴───────────────────┴───────────────────┴───────────────────┴───────────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.451 │    2 │        0.225 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.451 │      │              │
│    Median │   0.451 │      │              │
│     Total │   0.451 │      │              │
│       Max │   0.451 │      │              │
│       Min │   0.451 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.699 │    2 │        0.349 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.699 │      │              │
│  Median │   0.699 │      │              │
│   Total │   0.699 │      │              │
│     Max │   0.699 │      │              │
│     Min │   0.699 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 19:39:08 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, Started OmniOpt2 run...
2025-12-28 19:39:08 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, getting new HP set #1/2
2025-12-28 19:39:08 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, getting new HP set #2/2
2025-12-28 19:39:08 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, requested 2 jobs, got 2, 0.23 s/job
2025-12-28 19:39:09 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, eval #1/2 start                    
2025-12-28 19:39:09 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, eval #2/2 start                    
2025-12-28 19:39:10 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, starting new job                   
2025-12-28 19:39:10 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, unknown 1 = ∑1/20, started new job 
2025-12-28 19:39:10 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, unknown 2 = ∑2/20, started new job 
2025-12-28 19:39:11 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, unknown 2 = ∑2/20, waiting for 2 jobs
2025-12-28 19:39:15 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, pending 2 = ∑2/20, waiting for 2 jobs
2025-12-28 19:39:55 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2025-12-28 19:41:43 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, running 2 = ∑2/20, new result: RESULT: -16352216.874112
2025-12-28 19:41:43 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, running 2 = ∑2/20, new result: RESULT: -18136695.381553
2025-12-28 19:41:46 (6481d7a8-fee4-4438-9763-6ff17dc0b07a): SOBOL, best RESULT: -18136695.381553, waiting for 2 jobs, finished 2 jobs

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.699 │    2 │        0.349 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.699 │      │              │
│  Median │   0.699 │      │              │
│   Total │   0.699 │      │              │
│     Max │   0.699 │      │              │
│     Min │   0.699 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.451 │    2 │        0.225 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.451 │      │              │
│    Median │   0.451 │      │              │
│     Total │   0.451 │      │              │
│       Max │   0.451 │      │              │
│       Min │   0.451 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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/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	['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	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	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	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

1766947144.6061,20,0,0
1766947150.0834,20,0,0
1766947150.3575,20,1,5
1766947154.7216,20,1,5
1766947155.3468,20,2,10
1766947303.917,20,2,10
1766947306.6021,20,0,0
1766947309.2756,20,0,0

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

timestamp,ram_usage_mb,cpu_usage_percent
1766947144,819.93359375,28.8
1766947204,828.6796875,26.7
1766947264,828.6796875,26.4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	121	121	121	0	2
RESULT	-18136695.3816	-16352216.8741	-17244456.1278	892239.2537	2
x	-434.7301	389.5607	-22.5847	412.1454	2
y	-953.6437	730.2809	-111.6814	841.9623	2
z	-342.1876	532.0733	94.9428	437.1304	2
a	-912.0708	655.9371	-128.0669	784.004	2

submitit INFO (2025-12-28 19:39:39,487) - Starting with JobEnvironment(job_id=2104010, hostname=c129, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 19:39:39,487) - Loading pickle: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/example_all_float/0/single_runs/2104010/2104010_submitted.pkl
Trial-Index: 0

Parameters: {"x": 389.5606994628906, "y": 730.280876159668, "z": -342.18764305114746, "a": -912.0708480477333}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=389.560699462890625 --y=730.28087615966796875 --z=-342.1876430511474609375 --a=-912.07084804773330688477 
pwd: /home/h8/s3811141/test/randomtest_93382/OmniOpt
File: .tests/optimization_example_all_float
UID: 2105408
GID: 200270
SLURM_JOB_ID: 2104010
Status-Change-Time: 1751868744.014984
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: s3811141
Last access: 1766947182.5634894
Last modification: 1751868744.014984
Hostname: c129
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=389.560699462890625 --y=730.28087615966796875 --z=-342.1876430511474609375 --a=-912.07084804773330688477 
stdout:
 x: 389.560699462890625
y: 730.28087615966796875
z: -342.1876430511474609375
a: -912.07084804773330688477
RESULT: -16352216.8741119

stderr was empty
Result: {'RESULT': -16352216.8741119}
Final-results: {'RESULT': -16352216.8741119}
EXIT_CODE: 0
submitit INFO (2025-12-28 19:41:43,741) - Job completed successfully
submitit INFO (2025-12-28 19:41:43,743) - Exiting after successful completion