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)
| OO_Info_int_param | OO_Info_int_param_two | OO_Info_float_param | OO_Info_choice_param | int_param | float_param | int_param_two | choice_param | RESULT |
|---|
| -60 | -98 | -79.01679606520281 | 2 | -60 | -79.01679606520281 | -98 | 2 | -218285.940210619 |
Job Summary per Generation Node
| Generation Node | Total | COMPLETED |
|---|
| SOBOL | 1 | 1 |
| BOTORCH_MODULAR | 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 |
2 |
0 |
2 |
Result names and types
Last progressbar status
2025-10-27 08:04:37 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, best RESULT: -218285.940210619, finishing jobs, finished 1 job
Git-Version
Commit: 86963cb79e5861be3d0f5a72a80bcb42297024c8 (8900-6-g86963cb79)
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,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1761552254,2,e5e501a1-5b47-44a9-821b-f692473ca41b,1761552256,1761552262,6,./.tests/optimization_example --random_sem --int_param='-57' --float_param='-26.88062310218811035156' --choice_param='16' --int_param_two='-9' --nr_results=1,0,,runnervmxu1zt,-57,-9,-26.8806231021881103515625,16,0_0,COMPLETED,SOBOL,-52147.861293837697303388267755508423,-57,-26.8806231021881103515625,-9,16
1,1761552265,2,e5e501a1-5b47-44a9-821b-f692473ca41b,1761552267,1761552273,6,./.tests/optimization_example --random_sem --int_param='-60' --float_param='-79.01679606520281140547' --choice_param='2' --int_param_two='-98' --nr_results=1,0,,runnervmxu1zt,-60,-98,-79.016796065202811405470129102468,2,1_0,COMPLETED,BOTORCH_MODULAR,-218285.940210619010031223297119140625,-60,-79.016796065202811405470129102468,-98,2
========================================================================
Current git-hash: 86963cb79e5861be3d0f5a72a80bcb42297024c8 (last fully tested stable version 6 commits ago [8453e358ea3ab5bb389c8328b848f8aacd56e44c, 8900])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-27 08:04:10] 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: 3edb3597-06f4-4d03-9ee6-3710b8eea0f2
____ _ ____ __ ___
/ __ \____ ___ ____ (_) __ \____ / /|__ \
/ / / / __ `__ \/ __ \/ / / / / __ \/ __/_/ /
/ /_/ / / / / / / / / / / /_/ / /_/ / /_/ __/
\____/_/ /_/ /_/_/ /_/_/\____/ .___/\__/____/
/_/
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/3
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=538 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 --random_sem --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=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 │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
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)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -60 │ -98 │ -79.01679606520281 │ 2 │ -60 │ -79.01679606520281 │ -98 │ 2 │ -218285.940210619 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.010 │ 1 │ 0.010 │
│ 2 │ 0.498 │ 1 │ 0.498 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.254 │ │ │
│ Median │ 0.254 │ │ │
│ Total │ 0.507 │ │ │
│ Max │ 0.498 │ │ │
│ Min │ 0.010 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.087 │ 1 │ 0.087 │
│ 2 │ 0.065 │ 1 │ 0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.076 │ │ │
│ Median │ 0.076 │ │ │
│ Total │ 0.152 │ │ │
│ Max │ 0.087 │ │ │
│ Min │ 0.065 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-27 08:04:14 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, Started OmniOpt2 run...
2025-10-27 08:04:14 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, getting new HP set (no sbatch)
2025-10-27 08:04:14 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-27 08:04:14 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, eval #1/1 start
2025-10-27 08:04:14 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, starting new job
2025-10-27 08:04:14 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, started new job
2025-10-27 08:04:23 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, new result: RESULT: -52147.861294 (SEM: 0.808537)
2025-10-27 08:04:25 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, best RESULT: -52147.8612938377, finishing jobs, finished 1 job
2025-10-27 08:04:25 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, best RESULT: -52147.8612938377, getting new HP set (no sbatch)
2025-10-27 08:04:25 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, best RESULT: -52147.8612938377, requested 1 jobs, got 1, 0.50 s/job
2025-10-27 08:04:25 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, best RESULT: -52147.8612938377, eval #1/1 start
2025-10-27 08:04:25 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, best RESULT: -52147.8612938377, starting new job
2025-10-27 08:04:25 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, best RESULT: -52147.8612938377, started new job
2025-10-27 08:04:34 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, best RESULT: -52147.8612938377, new result: RESULT: -218285.940211 (SEM: 0.382406)
2025-10-27 08:04:37 (e5e501a1-5b47-44a9-821b-f692473ca41b): SOBOL, best RESULT: -218285.940210619, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.087 │ 1 │ 0.087 │
│ 2 │ 0.065 │ 1 │ 0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.076 │ │ │
│ Median │ 0.076 │ │ │
│ Total │ 0.152 │ │ │
│ Max │ 0.087 │ │ │
│ Min │ 0.065 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.010 │ 1 │ 0.010 │
│ 2 │ 0.498 │ 1 │ 0.498 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.254 │ │ │
│ Median │ 0.254 │ │ │
│ Total │ 0.507 │ │ │
│ Max │ 0.498 │ │ │
│ Min │ 0.010 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview
| Key | Value |
|---|
| config_yaml | None |
| config_toml | None |
| config_json | None |
| num_random_steps | 1 |
| max_eval | 2 |
| run_program | [['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9w… |
| experiment_name | __main__tests__BOTORCH_MODULAR___nogridsearch |
| 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/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 | 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 |
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1761552250,750.546875,28.7
1761552252,753.921875,4.5
1761552254,753.921875,5.0
1761552254,760.171875,40.0
1761552254,761.921875,26.5
1761552254,761.921875,25.7
1761552263,761.921875,6.6
1761552263,763.296875,20.0
1761552263,764.046875,22.2
1761552265,764.046875,6.2
1761552265,764.046875,50.0
1761552265,764.046875,22.2
1761552265,764.046875,28.6
1761552265,764.046875,25.0
1761552265,784.21484375,45.6
1761552265,784.21484375,28.6
1761552265,784.33984375,20.0
1761552265,784.33984375,50.0
1761552265,784.33984375,13.2
1761552265,784.96484375,27.8
1761552265,784.96484375,31.2
1761552274,784.96484375,6.8
1761552274,784.96484375,25.0
1761552274,784.96484375,20.0
1761552275,784.96484375,36.4
1761552277,784.96484375,5.8
1761552277,784.96484375,33.3
1761552277,784.96484375,25.0
1761552279,784.96484375,0.6
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| OO_Info_int_param | -60 | -57 | -58.5 | 1.5 | 2 |
| OO_Info_int_param_two | -98 | -9 | -53.5 | 44.5 | 2 |
| OO_Info_float_param | -79.0168 | -26.8806 | -52.9487 | 26.0681 | 2 |
| OO_Info_choice_param | 2 | 16 | 9 | 7 | 2 |
| RESULT | -218285.9402 | -52147.8613 | -135216.9008 | 83069.0395 | 2 |
| int_param | -60 | -57 | -58.5 | 1.5 | 2 |
| float_param | -79.0168 | -26.8806 | -52.9487 | 26.0681 | 2 |
| int_param_two | -98 | -9 | -53.5 | 44.5 | 2 |
| choice_param | 2 | 16 | 9 | 7 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2025-10-27 08:04:14,716) - Starting with JobEnvironment(job_id=106857, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-27 08:04:14,716) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/3/single_runs/106857/106857_submitted.pkl
Trial-Index: 0
Parameters: {"int_param": -57, "float_param": -26.88062310218811, "int_param_two": -9, "choice_param": 16}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='-57' --float_param='-26.88062310218811035156' --choice_param='16' --int_param_two='-9' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761551475.8227828
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761551808.0369928
Last modification: 1761551475.8227828
Hostname: runnervmxu1zt
========
DEBUG INFOS END
./.tests/optimization_example --random_sem --int_param='-57' --float_param='-26.88062310218811035156' --choice_param='16' --int_param_two='-9' --nr_results=1
stdout:
OO-Info: int_param: -57
OO-Info: int_param_two: -9
OO-Info: float_param: -26.88062310218811035156
OO-Info: choice_param: 16
RESULT: -52147.8612938377
SEM-RESULT: 0.808537314021127
stderr was empty
Result: {'RESULT': -52147.8612938377}
Final-results: {'RESULT': (-52147.8612938377, 0.808537314021127)}
EXIT_CODE: 0
submitit INFO (2025-10-27 08:04:22,142) - Job completed successfully
submitit INFO (2025-10-27 08:04:22,143) - Exiting after successful completion
