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
Main process memory (GB)	8
Worker memory (GB)	4

Best RESULT, min (total: 2)

OO_Info_SLURM_JOB_ID	x	y	z	a	RESULT
1168637	827.8159666806459	950.1731470227242	994.0275084227324	-940.9208223223686	-34431828.8871469

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

2025-10-24 22:22:36 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -34431828.8871469, waiting for 1 job, finished 1 job

Git-Version

Commit: 628555560e665603d20624eb3c8dc87fa6c723cd (8868)

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
0,1761337074,7,86deebf1-55b3-497d-89de-d09c1e82d3a0,1761337081,1761337202,121,.tests/optimization_example_all_float  --x=9.73236560821533203125 --y=-935.81755459308624267578 --z=36.082744598388671875 --a=44.2082881927490234375,0,,c141,1168611,0_0,COMPLETED,SOBOL,-8867170.6070870496332645416259765625,9.73236560821533203125,-935.81755459308624267578125,36.082744598388671875,44.2082881927490234375
1,1761337212,20,86deebf1-55b3-497d-89de-d09c1e82d3a0,1761337232,1761337353,121,.tests/optimization_example_all_float  --x=827.81596668064594268799 --y=950.17314702272415161133 --z=994.02750842273235321045 --a=-940.92082232236862182617,0,,c141,1168637,1_0,COMPLETED,BOTORCH_MODULAR,-34431828.887146897614002227783203125,827.81596668064594268798828125,950.173147022724151611328125,994.02750842273235321044921875,-940.920822322368621826171875


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To cancel, press CTRL c, then run 'scancel 1168607'
⠋ Importing logging...
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⠙ Importing helpers...
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⠹ Importing torch...
⠋ Importing numpy...
[WARNING 10-24 22:17:44] 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...
⠋ Importing Cont_X_trans and Y_trans from ax.adapter.registry...
⠋ Importing ax.core.arm...
⠋ Importing ax.core.objective...
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⠋ Importing CORE_DECODER_REGISTRY...
⠋ Trying ax.generation_strategy.generation_node...
⠋ Importing GenerationStep, GenerationStrategy from generation_strategy...
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Run-UUID: df46e891-eb17-4af3-a7b5-b18834b89f04
                                                                             
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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=1 --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 /data/horse/ws/s3811141-oo_crap/omniopt/runs/example_all_float/2...
⠋ 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: /data/horse/ws/s3811141-oo_crap/omniopt/runs/example_all_float/2
⠋ 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...
⠋ Setting global generation strategy
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=s3811141&experiment_name=example_all_float&run_nr=6 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: -34431828.8871469, waiting for 1 job, finished 1 job                     : 100%|██████████| 2/2 [04:45<00:00, 142.93s/it]
                                                 Best RESULT, min (total: 2)                                                 
┏━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_SLURM_JOB_ID ┃ x                 ┃ y                 ┃ z                 ┃ a                  ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 1168637              │ 827.8159666806459 │ 950.1731470227242 │ 994.0275084227324 │ -940.9208223223686 │ -34431828.8871469 │
└──────────────────────┴───────────────────┴───────────────────┴───────────────────┴────────────────────┴───────────────────┘
                                              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 │   0.221 │    1 │        0.221 │
│         2 │   0.736 │    1 │        0.736 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.478 │      │              │
│    Median │   0.478 │      │              │
│     Total │   0.957 │      │              │
│       Max │   0.736 │      │              │
│       Min │   0.221 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   1.084 │    1 │        1.084 │
│       2 │   1.920 │    1 │        1.920 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   1.502 │      │              │
│  Median │   1.502 │      │              │
│   Total │   3.004 │      │              │
│     Max │   1.920 │      │              │
│     Min │   1.084 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-10-24 22:17:51 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, Started OmniOpt2 run...
2025-10-24 22:17:53 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, getting new HP set     
2025-10-24 22:17:53 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, requested 1 jobs, got 1, 0.22 s/job
2025-10-24 22:17:54 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, eval #1/1 start                    
2025-10-24 22:17:54 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, starting new job                   
2025-10-24 22:17:55 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, unknown 1 = ∑1/1, started new job  
2025-10-24 22:17:56 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, unknown 1 = ∑1/1, waiting for 1 job
2025-10-24 22:17:59 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, running 1 = ∑1/1, waiting for 1 job
2025-10-24 22:20:03 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, running 1 = ∑1/1, new result: RESULT: -8867170.607087
2025-10-24 22:20:07 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, waiting for 1 job, finished 1 job
2025-10-24 22:20:09 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, getting new HP set               
2025-10-24 22:20:10 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, requested 1 jobs, got 1, 0.74 s/job
2025-10-24 22:20:11 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, eval #1/1 start                    
2025-10-24 22:20:12 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, starting new job                   
2025-10-24 22:20:12 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, unknown 1 = ∑1/1, started new job  
2025-10-24 22:20:13 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, unknown 1 = ∑1/1, waiting for 1 job
2025-10-24 22:20:15 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, pending 1 = ∑1/1, waiting for 1 job
2025-10-24 22:20:36 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, running 1 = ∑1/1, waiting for 1 job
2025-10-24 22:22:33 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -8867170.60708705, running 1 = ∑1/1, new result: RESULT: -34431828.887147
2025-10-24 22:22:36 (86deebf1-55b3-497d-89de-d09c1e82d3a0): SOBOL, best RESULT: -34431828.8871469, waiting for 1 job, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   1.084 │    1 │        1.084 │
│       2 │   1.920 │    1 │        1.920 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   1.502 │      │              │
│  Median │   1.502 │      │              │
│   Total │   3.004 │      │              │
│     Max │   1.920 │      │              │
│     Min │   1.084 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.221 │    1 │        0.221 │
│         2 │   0.736 │    1 │        0.736 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.478 │      │              │
│    Median │   0.478 │      │              │
│     Total │   0.957 │      │              │
│       Max │   0.736 │      │              │
│       Min │   0.221 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	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	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

1761337067.1339,1,0,0
1761337074.7385,1,0,0
1761337075.0338,1,1,100
1761337203.4441,1,1,100
1761337206.0282,1,0,0
1761337212.3008,1,0,0
1761337212.8798,1,1,100
1761337356.6237,1,1,100
1761337358.7428,1,0,0

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

timestamp,ram_usage_mb,cpu_usage_percent
1761337067,807.22265625,10
1761337127,821.2734375,9.2
1761337187,821.2734375,4
1761337247,842.80078125,21
1761337307,843.30078125,13.7

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	121	121	121	0	2
RESULT	-34431828.8871	-8867170.6071	-21649499.7471	12782329.14	2
x	9.7324	827.816	418.7742	409.0418	2
y	-935.8176	950.1731	7.1778	942.9954	2
z	36.0827	994.0275	515.0551	478.9724	2
a	-940.9208	44.2083	-448.3563	492.5646	2

submitit INFO (2025-10-24 22:17:59,571) - Starting with JobEnvironment(job_id=1168611, hostname=c141, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-24 22:17:59,573) - Loading pickle: /data/horse/ws/s3811141-oo_crap/omniopt/runs/example_all_float/2/single_runs/1168611/1168611_submitted.pkl
Trial-Index: 0

Parameters: {"x": 9.732365608215332, "y": -935.8175545930862, "z": 36.08274459838867, "a": 44.20828819274902}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=9.73236560821533203125 --y=-935.81755459308624267578 --z=36.082744598388671875 --a=44.2082881927490234375 
pwd: /data/horse/ws/s3811141-oo_crap/omniopt
File: .tests/optimization_example_all_float
UID: 2105408
GID: 200270
SLURM_JOB_ID: 1168611
Status-Change-Time: 1755346813.0
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: s3811141
Last access: 1761337201.0
Last modification: 1755343211.0
Hostname: c141
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=9.73236560821533203125 --y=-935.81755459308624267578 --z=36.082744598388671875 --a=44.2082881927490234375 
stdout:
 x: 9.73236560821533203125
y: -935.81755459308624267578
z: 36.082744598388671875
a: 44.2082881927490234375
RESULT: -8867170.60708705

stderr was empty
Result: {'RESULT': -8867170.60708705}
Final-results: {'RESULT': -8867170.60708705}
EXIT_CODE: 0
submitit INFO (2025-10-24 22:20:02,923) - Job completed successfully
submitit INFO (2025-10-24 22:20:02,926) - Exiting after successful completion