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 |
|---|
| 855.749374255538 | 838.4778238832951 | 748.5511116683483 | 943.9807422459126 | -28547852.2804991 |
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 13:49:20 (08e68660-67ba-415c-9cb9-b50442170776): BOTORCH_MODULAR, best RESULT: -28547852.2804991, finishing jobs, finished 1 job
Git-Version
Commit: 5685610daff814b22e25b7680634b540b86a6250 (9041-1-g5685610da)
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
0,1762177738,2,08e68660-67ba-415c-9cb9-b50442170776,1762177740,1762177746,6,.tests/optimization_example_all_float --x=-232.66416788101196289062 --y=-238.66695165634155273438 --z=-353.41984033584594726562 --a=-764.71702754497528076172,0,,runnervmxu1zt,0_0,COMPLETED,SOBOL,-8357682.545991520397365093231201171875,-232.664167881011962890625,-238.666951656341552734375,-353.419840335845947265625,-764.71702754497528076171875
1,1762177750,1,08e68660-67ba-415c-9cb9-b50442170776,1762177751,1762177757,6,.tests/optimization_example_all_float --x=855.74937425553798675537 --y=838.4778238832950592041 --z=748.55111166834831237793 --a=943.98074224591255187988,0,,runnervmxu1zt,1_0,COMPLETED,BOTORCH_MODULAR,-28547852.28049910068511962890625,855.74937425553798675537109375,838.4778238832950592041015625,748.5511116683483123779296875,943.9807422459125518798828125
========================================================================
Current git-hash: 5685610daff814b22e25b7680634b540b86a6250 (last fully tested stable version 1 commit ago [3f5cdd50b5fda72ab3c7b20ed20aab824a3f8427, 9041])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 13:48:55] 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: 1c75152e-66b6-4ac7-8beb-fea709d3a098
_________________________________________________
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| OmniOpt2 - Fine-tuning on the frequency of realit |
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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/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=43 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 ┃
┡━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 855.749374255538 │ 838.4778238832951 │ 748.5511116683483 │ 943.9807422459126 │ -28547852.2804991 │
└──────────────────┴───────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │ 0.331 │ 1 │ 0.331 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.170 │ │ │
│ Median │ 0.170 │ │ │
│ Total │ 0.340 │ │ │
│ Max │ 0.331 │ │ │
│ Min │ 0.009 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.097 │ 1 │ 0.097 │
│ 2 │ 0.063 │ 1 │ 0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.080 │ │ │
│ Median │ 0.080 │ │ │
│ Total │ 0.159 │ │ │
│ Max │ 0.097 │ │ │
│ Min │ 0.063 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-11-03 13:48:58 (08e68660-67ba-415c-9cb9-b50442170776): SOBOL, Started OmniOpt2 run...
2025-11-03 13:48:58 (08e68660-67ba-415c-9cb9-b50442170776): SOBOL, getting new HP set (no sbatch)
2025-11-03 13:48:58 (08e68660-67ba-415c-9cb9-b50442170776): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-03 13:48:58 (08e68660-67ba-415c-9cb9-b50442170776): SOBOL, eval #1/1 start
2025-11-03 13:48:58 (08e68660-67ba-415c-9cb9-b50442170776): SOBOL, starting new job
2025-11-03 13:48:58 (08e68660-67ba-415c-9cb9-b50442170776): SOBOL, started new job
2025-11-03 13:49:07 (08e68660-67ba-415c-9cb9-b50442170776): SOBOL, new result: RESULT: -8357682.545992
2025-11-03 13:49:09 (08e68660-67ba-415c-9cb9-b50442170776): SOBOL, best RESULT: -8357682.54599152, finishing jobs, finished 1 job
2025-11-03 13:49:09 (08e68660-67ba-415c-9cb9-b50442170776): BOTORCH_MODULAR, best RESULT: -8357682.54599152, getting new HP set (no sbatch)
2025-11-03 13:49:09 (08e68660-67ba-415c-9cb9-b50442170776): BOTORCH_MODULAR, best RESULT: -8357682.54599152, requested 1 jobs, got 1, 0.33 s/job
2025-11-03 13:49:10 (08e68660-67ba-415c-9cb9-b50442170776): BOTORCH_MODULAR, best RESULT: -8357682.54599152, eval #1/1 start
2025-11-03 13:49:10 (08e68660-67ba-415c-9cb9-b50442170776): BOTORCH_MODULAR, best RESULT: -8357682.54599152, starting new job
2025-11-03 13:49:10 (08e68660-67ba-415c-9cb9-b50442170776): BOTORCH_MODULAR, best RESULT: -8357682.54599152, started new job
2025-11-03 13:49:19 (08e68660-67ba-415c-9cb9-b50442170776): BOTORCH_MODULAR, best RESULT: -8357682.54599152, new result: RESULT: -28547852.280499
2025-11-03 13:49:20 (08e68660-67ba-415c-9cb9-b50442170776): BOTORCH_MODULAR, best RESULT: -28547852.2804991, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.097 │ 1 │ 0.097 │
│ 2 │ 0.063 │ 1 │ 0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.080 │ │ │
│ Median │ 0.080 │ │ │
│ Total │ 0.159 │ │ │
│ Max │ 0.097 │ │ │
│ Min │ 0.063 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.009 │ 1 │ 0.009 │
│ 2 │ 0.331 │ 1 │ 0.331 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.170 │ │ │
│ Median │ 0.170 │ │ │
│ Total │ 0.340 │ │ │
│ Max │ 0.331 │ │ │
│ 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
1762177735,749.3671875,28.9
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -28547852.2805 | -8357682.546 | -18452767.4132 | 10095084.8673 | 2 |
| x | -232.6642 | 855.7494 | 311.5426 | 544.2068 | 2 |
| y | -238.667 | 838.4778 | 299.9054 | 538.5724 | 2 |
| z | -353.4198 | 748.5511 | 197.5656 | 550.9855 | 2 |
| a | -764.717 | 943.9807 | 89.6319 | 854.3489 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2025-11-03 13:48:59,103) - Starting with JobEnvironment(job_id=166017, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 13:48:59,104) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/166017/166017_submitted.pkl
Trial-Index: 0
Parameters: {"x": -232.66416788101196, "y": -238.66695165634155, "z": -353.41984033584595, "a": -764.7170275449753}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=-232.66416788101196289062 --y=-238.66695165634155273438 --z=-353.41984033584594726562 --a=-764.71702754497528076172
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762174639.514026
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762177076.9379253
Last modification: 1762174639.514026
Hostname: runnervmxu1zt
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=-232.66416788101196289062 --y=-238.66695165634155273438 --z=-353.41984033584594726562 --a=-764.71702754497528076172
stdout:
x: -232.66416788101196289062
y: -238.66695165634155273438
z: -353.41984033584594726562
a: -764.71702754497528076172
RESULT: -8357682.54599152
stderr was empty
Result: {'RESULT': -8357682.54599152}
Final-results: {'RESULT': -8357682.54599152}
EXIT_CODE: 0
submitit INFO (2025-11-03 13:49:06,662) - Job completed successfully
submitit INFO (2025-11-03 13:49:06,662) - Exiting after successful completion
