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 |
|---|
| -942.9336581379175 | -494.35277469456196 | 937.6071244478226 | -901.7071574926376 | -28385046.2584997 |
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 11:54:35 (9636a1b8-d447-40a7-965c-af8ef689a6f4): BOTORCH_MODULAR, best RESULT: -28385046.2584997, finishing jobs, finished 1 job
Git-Version
Commit: ad3c4a024259e2dddd453b72bdb2d22633c3eada (9036-4-gad3c4a024)
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
0,1762170842,2,9636a1b8-d447-40a7-965c-af8ef689a6f4,1762170844,1762170850,6,.tests/optimization_example_all_float --x=684.637546539306640625 --y=234.8158359527587890625 --z=-188.14545869827270507812 --a=831.31206035614013671875,0,,runnervmxu1zt,0_0,COMPLETED,SOBOL,-12358522.45045110024511814117431640625,684.637546539306640625,234.8158359527587890625,-188.145458698272705078125,831.31206035614013671875
1,1762170858,1,9636a1b8-d447-40a7-965c-af8ef689a6f4,1762170859,1762170865,6,.tests/optimization_example_all_float --x=-942.93365813791751861572 --y=-494.35277469456195831299 --z=937.60712444782257080078 --a=-901.70715749263763427734,0,,runnervmxu1zt,1_0,COMPLETED,BOTORCH_MODULAR,-28385046.2584997005760669708251953125,-942.93365813791751861572265625,-494.35277469456195831298828125,937.60712444782257080078125,-901.70715749263763427734375
========================================================================
Current git-hash: ad3c4a024259e2dddd453b72bdb2d22633c3eada (last fully tested stable version 4 commits ago [08e0a223bfd039e9f94664c10d2f495d3ed3093c, 9036])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 11:53:35] 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]`.
Run-UUID: 7c3420c2-a4c2-4eb3-957d-9ba4a64adc24
_____________________________________________
| OmniOpt2 - Because defaults are for amateurs. |
=============================================
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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=26 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -942.9336581379175 │ -494.35277469456196 │ 937.6071244478226 │ -901.7071574926376 │ -28385046.2584997 │
└────────────────────┴─────────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │ 0.009 │ 1 │ 0.009 │
│ 2 │ 0.326 │ 1 │ 0.326 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.167 │ │ │
│ Median │ 0.167 │ │ │
│ Total │ 0.335 │ │ │
│ Max │ 0.326 │ │ │
│ Min │ 0.009 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.096 │ 1 │ 0.096 │
│ 2 │ 0.064 │ 1 │ 0.064 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.080 │ │ │
│ Median │ 0.080 │ │ │
│ Total │ 0.160 │ │ │
│ Max │ 0.096 │ │ │
│ Min │ 0.064 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-11-03 11:54:02 (9636a1b8-d447-40a7-965c-af8ef689a6f4): SOBOL, Started OmniOpt2 run...
2025-11-03 11:54:02 (9636a1b8-d447-40a7-965c-af8ef689a6f4): SOBOL, getting new HP set (no sbatch)
2025-11-03 11:54:02 (9636a1b8-d447-40a7-965c-af8ef689a6f4): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-03 11:54:02 (9636a1b8-d447-40a7-965c-af8ef689a6f4): SOBOL, eval #1/1 start
2025-11-03 11:54:02 (9636a1b8-d447-40a7-965c-af8ef689a6f4): SOBOL, starting new job
2025-11-03 11:54:02 (9636a1b8-d447-40a7-965c-af8ef689a6f4): SOBOL, started new job
2025-11-03 11:54:11 (9636a1b8-d447-40a7-965c-af8ef689a6f4): SOBOL, new result: RESULT: -12358522.450451
2025-11-03 11:54:17 (9636a1b8-d447-40a7-965c-af8ef689a6f4): SOBOL, best RESULT: -12358522.4504511, finishing jobs, finished 1 job
2025-11-03 11:54:18 (9636a1b8-d447-40a7-965c-af8ef689a6f4): BOTORCH_MODULAR, best RESULT: -12358522.4504511, getting new HP set (no sbatch)
2025-11-03 11:54:18 (9636a1b8-d447-40a7-965c-af8ef689a6f4): BOTORCH_MODULAR, best RESULT: -12358522.4504511, requested 1 jobs, got 1, 0.33 s/job
2025-11-03 11:54:18 (9636a1b8-d447-40a7-965c-af8ef689a6f4): BOTORCH_MODULAR, best RESULT: -12358522.4504511, eval #1/1 start
2025-11-03 11:54:18 (9636a1b8-d447-40a7-965c-af8ef689a6f4): BOTORCH_MODULAR, best RESULT: -12358522.4504511, starting new job
2025-11-03 11:54:18 (9636a1b8-d447-40a7-965c-af8ef689a6f4): BOTORCH_MODULAR, best RESULT: -12358522.4504511, started new job
2025-11-03 11:54:27 (9636a1b8-d447-40a7-965c-af8ef689a6f4): BOTORCH_MODULAR, best RESULT: -12358522.4504511, new result: RESULT: -28385046.258500
2025-11-03 11:54:35 (9636a1b8-d447-40a7-965c-af8ef689a6f4): BOTORCH_MODULAR, best RESULT: -28385046.2584997, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.096 │ 1 │ 0.096 │
│ 2 │ 0.064 │ 1 │ 0.064 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.080 │ │ │
│ Median │ 0.080 │ │ │
│ Total │ 0.160 │ │ │
│ Max │ 0.096 │ │ │
│ Min │ 0.064 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.009 │ 1 │ 0.009 │
│ 2 │ 0.326 │ 1 │ 0.326 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.167 │ │ │
│ Median │ 0.167 │ │ │
│ Total │ 0.335 │ │ │
│ Max │ 0.326 │ │ │
│ Min │ 0.009 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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
1762170815,749.3828125,28.8
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -28385046.2585 | -12358522.4505 | -20371784.3545 | 8013261.904 | 2 |
| x | -942.9337 | 684.6375 | -129.1481 | 813.7856 | 2 |
| y | -494.3528 | 234.8158 | -129.7685 | 364.5843 | 2 |
| z | -188.1455 | 937.6071 | 374.7308 | 562.8763 | 2 |
| a | -901.7072 | 831.3121 | -35.1975 | 866.5096 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2025-11-03 11:54:02,956) - Starting with JobEnvironment(job_id=143072, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 11:54:02,956) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/143072/143072_submitted.pkl
Trial-Index: 0
Parameters: {"x": 684.6375465393066, "y": 234.8158359527588, "z": -188.1454586982727, "a": 831.3120603561401}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=684.637546539306640625 --y=234.8158359527587890625 --z=-188.14545869827270507812 --a=831.31206035614013671875
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762168765.3839374
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762170844.4834285
Last modification: 1762168765.3839374
Hostname: runnervmxu1zt
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=684.637546539306640625 --y=234.8158359527587890625 --z=-188.14545869827270507812 --a=831.31206035614013671875
stdout:
x: 684.637546539306640625
y: 234.8158359527587890625
z: -188.14545869827270507812
a: 831.31206035614013671875
RESULT: -12358522.4504511
stderr was empty
Result: {'RESULT': -12358522.4504511}
Final-results: {'RESULT': -12358522.4504511}
EXIT_CODE: 0
submitit INFO (2025-11-03 11:54:10,507) - Job completed successfully
submitit INFO (2025-11-03 11:54:10,507) - Exiting after successful completion
