Experiment overview
| Setting | Value |
|---|
| Model for non-random steps | BOTORCH_MODULAR |
| Max. nr. evaluations | 2 |
| Number random steps | 1 |
| Nr. of workers (parameter) | 1 |
Best RESULT, min (total: 2)
| x | y | z | a | RESULT |
|---|
| -402.6607982814312 | 800.3022130578756 | -982.4545215815306 | 960.3645857423544 | -26884813.6473504 |
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
Last progressbar status
2025-11-03 10:00:04 (6d205bbe-2687-46ee-adac-56430b47bb5b): BOTORCH_MODULAR, best RESULT: -26884813.6473504, finishing jobs, finished 1 job
Git-Version
Commit: fb142b3294cbe967c7083601713d49b549cc9f7b (9031-2-gfb142b329)
trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1762163982,2,6d205bbe-2687-46ee-adac-56430b47bb5b,1762163984,1762163990,6,.tests/optimization_example_all_float --x=-120.18626928329467773438 --y=-484.9617481231689453125 --z=790.94636440277099609375 --a=-461.00431680679321289062,0,,runnervmf2e7y,0_0,COMPLETED,SOBOL,-10896266.73545210063457489013671875,-120.186269283294677734375,-484.9617481231689453125,790.94636440277099609375,-461.004316806793212890625
1,1762163993,2,6d205bbe-2687-46ee-adac-56430b47bb5b,1762163995,1762164001,6,.tests/optimization_example_all_float --x=-402.66079828143119812012 --y=800.30221305787563323975 --z=-982.45452158153057098389 --a=960.36458574235439300537,0,,runnervmf2e7y,1_0,COMPLETED,BOTORCH_MODULAR,-26884813.6473504006862640380859375,-402.6607982814311981201171875,800.30221305787563323974609375,-982.45452158153057098388671875,960.36458574235439300537109375
========================================================================
Current git-hash: fb142b3294cbe967c7083601713d49b549cc9f7b (last fully tested stable version 2 commits ago [b181faa7a051aea7b3548dcba21f2e14238838be, 9031])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 09:59:39] 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: 99c647ff-7df9-4e51-8923-ce9182ed6daf
_________________________________________________
/ \
| OmniOpt2 - This is not madness... this is hyperpa |
| rameter tuning! |
\ /
=================================================
\
\
\
\
.-=-==--==--.
..-==" ,'o`) `.
,' `"' \
: ( `.__...._
| ) / `-=-.
: ,vv.-._ / / `---==-._
\/\/\/VV ^ d88`;' / `.
`` ^/d88P!' / , `._
^/ !' ,. , / "-,,__,,--'""""-.
^/ !' ,' \ . .( ( _ ) ) ) ) ))_,-.\
^(__ ,!',"' ;:+.:%:a. \:.. . ,' ) ) ) ) ,"' '
',,,'',' /o:::":%:%a. \:.:.: . ) ) _,'
"""' ;':::'' `+%%%a._ \%:%| ;.). _,-""
,-='_.-' ``:%::) )%:| /:._,"
(/(/" ," ,'_,'%%%: (_,'
( (//(`.___; \
\ \ ` `
`. `. `. :
\. . .\ : . . . :
\. . .: `.. . .:
`..:.:\ \:...\
;:.:.; ::...:
):%:: :::::;
__,::%:( :::::
,;:%%%%%%%: ;:%::
;,--""-.`\ ,=--':%:%:\
/" "| /-".:%%%%%%%\
;,-"'`)%%)
/" "|
omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=1 --gpus=0 --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
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=3 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
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 │
└─────────────┴─────────────┘
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)
┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ x ┃ y ┃ z ┃ a ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -402.6607982814312 │ 800.3022130578756 │ -982.4545215815306 │ 960.3645857423544 │ -26884813.6473504 │
└────────────────────┴───────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.014 │ 1 │ 0.014 │
│ 2 │ 0.373 │ 1 │ 0.373 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.193 │ │ │
│ Median │ 0.193 │ │ │
│ Total │ 0.386 │ │ │
│ Max │ 0.373 │ │ │
│ Min │ 0.014 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.221 │ 1 │ 0.221 │
│ 2 │ 0.081 │ 1 │ 0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.151 │ │ │
│ Median │ 0.151 │ │ │
│ Total │ 0.302 │ │ │
│ Max │ 0.221 │ │ │
│ Min │ 0.081 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-11-03 09:59:42 (6d205bbe-2687-46ee-adac-56430b47bb5b): SOBOL, Started OmniOpt2 run...
2025-11-03 09:59:42 (6d205bbe-2687-46ee-adac-56430b47bb5b): SOBOL, getting new HP set (no sbatch)
2025-11-03 09:59:42 (6d205bbe-2687-46ee-adac-56430b47bb5b): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-03 09:59:42 (6d205bbe-2687-46ee-adac-56430b47bb5b): SOBOL, eval #1/1 start
2025-11-03 09:59:42 (6d205bbe-2687-46ee-adac-56430b47bb5b): SOBOL, starting new job
2025-11-03 09:59:42 (6d205bbe-2687-46ee-adac-56430b47bb5b): SOBOL, started new job
2025-11-03 09:59:51 (6d205bbe-2687-46ee-adac-56430b47bb5b): SOBOL, new result: RESULT: -10896266.735452
2025-11-03 09:59:53 (6d205bbe-2687-46ee-adac-56430b47bb5b): SOBOL, best RESULT: -10896266.7354521, finishing jobs, finished 1 job
2025-11-03 09:59:53 (6d205bbe-2687-46ee-adac-56430b47bb5b): BOTORCH_MODULAR, best RESULT: -10896266.7354521, getting new HP set (no sbatch)
2025-11-03 09:59:53 (6d205bbe-2687-46ee-adac-56430b47bb5b): BOTORCH_MODULAR, best RESULT: -10896266.7354521, requested 1 jobs, got 1, 0.37 s/job
2025-11-03 09:59:53 (6d205bbe-2687-46ee-adac-56430b47bb5b): BOTORCH_MODULAR, best RESULT: -10896266.7354521, eval #1/1 start
2025-11-03 09:59:53 (6d205bbe-2687-46ee-adac-56430b47bb5b): BOTORCH_MODULAR, best RESULT: -10896266.7354521, starting new job
2025-11-03 09:59:53 (6d205bbe-2687-46ee-adac-56430b47bb5b): BOTORCH_MODULAR, best RESULT: -10896266.7354521, started new job
2025-11-03 10:00:02 (6d205bbe-2687-46ee-adac-56430b47bb5b): BOTORCH_MODULAR, best RESULT: -10896266.7354521, new result: RESULT: -26884813.647350
2025-11-03 10:00:04 (6d205bbe-2687-46ee-adac-56430b47bb5b): BOTORCH_MODULAR, best RESULT: -26884813.6473504, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.221 │ 1 │ 0.221 │
│ 2 │ 0.081 │ 1 │ 0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.151 │ │ │
│ Median │ 0.151 │ │ │
│ Total │ 0.302 │ │ │
│ Max │ 0.221 │ │ │
│ Min │ 0.081 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.014 │ 1 │ 0.014 │
│ 2 │ 0.373 │ 1 │ 0.373 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.193 │ │ │
│ Median │ 0.193 │ │ │
│ Total │ 0.386 │ │ │
│ Max │ 0.373 │ │ │
│ Min │ 0.014 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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/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 | 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 | 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
1762163980,775.796875,27.2
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -26884813.6474 | -10896266.7355 | -18890540.1914 | 7994273.4559 | 2 |
| x | -402.6608 | -120.1863 | -261.4235 | 141.2373 | 2 |
| y | -484.9617 | 800.3022 | 157.6702 | 642.632 | 2 |
| z | -982.4545 | 790.9464 | -95.7541 | 886.7004 | 2 |
| a | -461.0043 | 960.3646 | 249.6801 | 710.6845 | 2 |
Show SLURM-Job-ID (if it exists)
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
import pkg_resources
submitit INFO (2025-11-03 09:59:43,191) - Starting with JobEnvironment(job_id=140290, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 09:59:43,191) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/140290/140290_submitted.pkl
Trial-Index: 0
Parameters: {"x": -120.18626928329468, "y": -484.96174812316895, "z": 790.946364402771, "a": -461.0043168067932}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=-120.18626928329467773438 --y=-484.9617481231689453125 --z=790.94636440277099609375 --a=-461.00431680679321289062
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762161852.5557132
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762163984.709107
Last modification: 1762161852.5557132
Hostname: runnervmf2e7y
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=-120.18626928329467773438 --y=-484.9617481231689453125 --z=790.94636440277099609375 --a=-461.00431680679321289062
stdout:
x: -120.18626928329467773438
y: -484.9617481231689453125
z: 790.94636440277099609375
a: -461.00431680679321289062
RESULT: -10896266.7354521
stderr was empty
Result: {'RESULT': -10896266.7354521}
Final-results: {'RESULT': -10896266.7354521}
EXIT_CODE: 0
submitit INFO (2025-11-03 09:59:50,724) - Job completed successfully
submitit INFO (2025-11-03 09:59:50,725) - Exiting after successful completion
