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 |
|---|
| -699.6309645473957 | 793.9861584454775 | 811.7945976555347 | -990.3049413114786 | -27604997.5733016 |
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
2025-12-28 17:22:14 (05947177-d853-48fd-b67a-2da9f2b038d6): BOTORCH_MODULAR, best RESULT: -27604997.5733016, finishing jobs, finished 1 job
Git-Version
Commit: f91603a9029e4ea79c13559542e6e6fde31b15d8 (9200)
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
0,1766942512,2,05947177-d853-48fd-b67a-2da9f2b038d6,1766942514,1766942520,6,.tests/optimization_example_all_float --x=318.16017627716064453125 --y=-726.04882717132568359375 --z=-459.33824777603149414062 --a=978.3344268798828125,0,,runnervmh13bl,0_0,COMPLETED,SOBOL,-17957188.870242498815059661865234375,318.16017627716064453125,-726.04882717132568359375,-459.338247776031494140625,978.3344268798828125
1,1766942523,2,05947177-d853-48fd-b67a-2da9f2b038d6,1766942525,1766942531,6,.tests/optimization_example_all_float --x=-699.63096454739570617676 --y=793.98615844547748565674 --z=811.7945976555347442627 --a=-990.30494131147861480713,0,,runnervmh13bl,1_0,COMPLETED,BOTORCH_MODULAR,-27604997.57330159842967987060546875,-699.6309645473957061767578125,793.98615844547748565673828125,811.7945976555347442626953125,-990.30494131147861480712890625
========================================================================
Current git-hash: f91603a9029e4ea79c13559542e6e6fde31b15d8 (version: 9200)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 17:21:48] 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: 64972fe9-14b8-44df-a26d-be83be83941a
_________________________________________________
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| er pointer. |
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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=481 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -699.6309645473957 │ 793.9861584454775 │ 811.7945976555347 │ -990.3049413114786 │ -27604997.5733016 │
└────────────────────┴───────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │ 0.035 │ 1 │ 0.035 │
│ 2 │ 0.338 │ 1 │ 0.338 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.186 │ │ │
│ Median │ 0.186 │ │ │
│ Total │ 0.372 │ │ │
│ Max │ 0.338 │ │ │
│ Min │ 0.035 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.229 │ 1 │ 0.229 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.157 │ │ │
│ Median │ 0.157 │ │ │
│ Total │ 0.314 │ │ │
│ Max │ 0.229 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-12-28 17:21:52 (05947177-d853-48fd-b67a-2da9f2b038d6): SOBOL, Started OmniOpt2 run...
2025-12-28 17:21:52 (05947177-d853-48fd-b67a-2da9f2b038d6): SOBOL, getting new HP set (no sbatch)
2025-12-28 17:21:52 (05947177-d853-48fd-b67a-2da9f2b038d6): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-12-28 17:21:52 (05947177-d853-48fd-b67a-2da9f2b038d6): SOBOL, eval #1/1 start
2025-12-28 17:21:52 (05947177-d853-48fd-b67a-2da9f2b038d6): SOBOL, starting new job
2025-12-28 17:21:52 (05947177-d853-48fd-b67a-2da9f2b038d6): SOBOL, started new job
2025-12-28 17:22:01 (05947177-d853-48fd-b67a-2da9f2b038d6): SOBOL, new result: RESULT: -17957188.870242
2025-12-28 17:22:03 (05947177-d853-48fd-b67a-2da9f2b038d6): SOBOL, best RESULT: -17957188.8702425, finishing jobs, finished 1 job
2025-12-28 17:22:03 (05947177-d853-48fd-b67a-2da9f2b038d6): BOTORCH_MODULAR, best RESULT: -17957188.8702425, getting new HP set (no sbatch)
2025-12-28 17:22:03 (05947177-d853-48fd-b67a-2da9f2b038d6): BOTORCH_MODULAR, best RESULT: -17957188.8702425, requested 1 jobs, got 1, 0.34 s/job
2025-12-28 17:22:03 (05947177-d853-48fd-b67a-2da9f2b038d6): BOTORCH_MODULAR, best RESULT: -17957188.8702425, eval #1/1 start
2025-12-28 17:22:03 (05947177-d853-48fd-b67a-2da9f2b038d6): BOTORCH_MODULAR, best RESULT: -17957188.8702425, starting new job
2025-12-28 17:22:04 (05947177-d853-48fd-b67a-2da9f2b038d6): BOTORCH_MODULAR, best RESULT: -17957188.8702425, started new job
2025-12-28 17:22:13 (05947177-d853-48fd-b67a-2da9f2b038d6): BOTORCH_MODULAR, best RESULT: -17957188.8702425, new result: RESULT: -27604997.573302
2025-12-28 17:22:14 (05947177-d853-48fd-b67a-2da9f2b038d6): BOTORCH_MODULAR, best RESULT: -27604997.5733016, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.229 │ 1 │ 0.229 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.157 │ │ │
│ Median │ 0.157 │ │ │
│ Total │ 0.314 │ │ │
│ Max │ 0.229 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.035 │ 1 │ 0.035 │
│ 2 │ 0.338 │ 1 │ 0.338 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.186 │ │ │
│ Median │ 0.186 │ │ │
│ Total │ 0.372 │ │ │
│ Max │ 0.338 │ │ │
│ Min │ 0.035 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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
1766942509,784.9296875,27.1
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -27604997.5733 | -17957188.8702 | -22781093.2218 | 4823904.3515 | 2 |
| x | -699.631 | 318.1602 | -190.7354 | 508.8956 | 2 |
| y | -726.0488 | 793.9862 | 33.9687 | 760.0175 | 2 |
| z | -459.3382 | 811.7946 | 176.2282 | 635.5664 | 2 |
| a | -990.3049 | 978.3344 | -5.9853 | 984.3197 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2025-12-28 17:21:53,167) - Starting with JobEnvironment(job_id=139206, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 17:21:53,167) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/139206/139206_submitted.pkl
Trial-Index: 0
Parameters: {"x": 318.16017627716064, "y": -726.0488271713257, "z": -459.3382477760315, "a": 978.3344268798828}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=318.16017627716064453125 --y=-726.04882717132568359375 --z=-459.33824777603149414062 --a=978.3344268798828125
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766939194.259967
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766941740.8017368
Last modification: 1766939194.259967
Hostname: runnervmh13bl
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=318.16017627716064453125 --y=-726.04882717132568359375 --z=-459.33824777603149414062 --a=978.3344268798828125
stdout:
x: 318.16017627716064453125
y: -726.04882717132568359375
z: -459.33824777603149414062
a: 978.3344268798828125
RESULT: -17957188.8702425
stderr was empty
Result: {'RESULT': -17957188.8702425}
Final-results: {'RESULT': -17957188.8702425}
EXIT_CODE: 0
submitit INFO (2025-12-28 17:22:00,737) - Job completed successfully
submitit INFO (2025-12-28 17:22:00,738) - Exiting after successful completion
