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 |
|---|
| -845.7002844661474 | 727.3071762174368 | -972.9692302644253 | 818.1570637971163 | -28649235.4998924 |
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 16:43:46 (67749d72-b4ba-49a2-a7fd-98f1287a5267): BOTORCH_MODULAR, best RESULT: -28649235.4998924, finishing jobs, finished 1 job
Git-Version
Commit: 2dde93a3993d5b2f6c18132e9210628745154cd3 (9193-4-g2dde93a39)
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
0,1766940199,2,67749d72-b4ba-49a2-a7fd-98f1287a5267,1766940201,1766940207,6,.tests/optimization_example_all_float --x=888.59903812408447265625 --y=-330.5084705352783203125 --z=488.37912082672119140625 --a=-887.48472929000854492188,0,,runnervmh13bl,0_0,COMPLETED,SOBOL,-19220228.5997836999595165252685546875,888.59903812408447265625,-330.5084705352783203125,488.37912082672119140625,-887.484729290008544921875
1,1766940213,2,67749d72-b4ba-49a2-a7fd-98f1287a5267,1766940215,1766940221,6,.tests/optimization_example_all_float --x=-845.70028446614742279053 --y=727.30717621743679046631 --z=-972.96923026442527770996 --a=818.15706379711627960205,0,,runnervmh13bl,1_0,COMPLETED,BOTORCH_MODULAR,-28649235.49989239871501922607421875,-845.70028446614742279052734375,727.30717621743679046630859375,-972.9692302644252777099609375,818.15706379711627960205078125
========================================================================
Current git-hash: 2dde93a3993d5b2f6c18132e9210628745154cd3 (last fully tested stable version 4 commits ago [1caf8cebfd6257e0c8784a73c3a511fe4c953f90, 9193])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:43:14] 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: 3de8c766-c9d0-4eb5-a3e3-d3be78067658
____________________________________________
| OmniOpt2 - Hyperparameter alchemy in action! |
============================================
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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=464 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -845.7002844661474 │ 727.3071762174368 │ -972.9692302644253 │ 818.1570637971163 │ -28649235.4998924 │
└────────────────────┴───────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │ 0.325 │ 1 │ 0.325 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.180 │ │ │
│ Median │ 0.180 │ │ │
│ Total │ 0.360 │ │ │
│ Max │ 0.325 │ │ │
│ Min │ 0.035 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.228 │ 1 │ 0.228 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.156 │ │ │
│ Median │ 0.156 │ │ │
│ Total │ 0.311 │ │ │
│ Max │ 0.228 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-12-28 16:43:19 (67749d72-b4ba-49a2-a7fd-98f1287a5267): SOBOL, Started OmniOpt2 run...
2025-12-28 16:43:19 (67749d72-b4ba-49a2-a7fd-98f1287a5267): SOBOL, getting new HP set (no sbatch)
2025-12-28 16:43:19 (67749d72-b4ba-49a2-a7fd-98f1287a5267): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-12-28 16:43:19 (67749d72-b4ba-49a2-a7fd-98f1287a5267): SOBOL, eval #1/1 start
2025-12-28 16:43:19 (67749d72-b4ba-49a2-a7fd-98f1287a5267): SOBOL, starting new job
2025-12-28 16:43:19 (67749d72-b4ba-49a2-a7fd-98f1287a5267): SOBOL, started new job
2025-12-28 16:43:28 (67749d72-b4ba-49a2-a7fd-98f1287a5267): SOBOL, new result: RESULT: -19220228.599784
2025-12-28 16:43:32 (67749d72-b4ba-49a2-a7fd-98f1287a5267): SOBOL, best RESULT: -19220228.5997837, finishing jobs, finished 1 job
2025-12-28 16:43:33 (67749d72-b4ba-49a2-a7fd-98f1287a5267): BOTORCH_MODULAR, best RESULT: -19220228.5997837, getting new HP set (no sbatch)
2025-12-28 16:43:33 (67749d72-b4ba-49a2-a7fd-98f1287a5267): BOTORCH_MODULAR, best RESULT: -19220228.5997837, requested 1 jobs, got 1, 0.33 s/job
2025-12-28 16:43:33 (67749d72-b4ba-49a2-a7fd-98f1287a5267): BOTORCH_MODULAR, best RESULT: -19220228.5997837, eval #1/1 start
2025-12-28 16:43:33 (67749d72-b4ba-49a2-a7fd-98f1287a5267): BOTORCH_MODULAR, best RESULT: -19220228.5997837, starting new job
2025-12-28 16:43:33 (67749d72-b4ba-49a2-a7fd-98f1287a5267): BOTORCH_MODULAR, best RESULT: -19220228.5997837, started new job
2025-12-28 16:43:42 (67749d72-b4ba-49a2-a7fd-98f1287a5267): BOTORCH_MODULAR, best RESULT: -19220228.5997837, new result: RESULT: -28649235.499892
2025-12-28 16:43:46 (67749d72-b4ba-49a2-a7fd-98f1287a5267): BOTORCH_MODULAR, best RESULT: -28649235.4998924, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.228 │ 1 │ 0.228 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.156 │ │ │
│ Median │ 0.156 │ │ │
│ Total │ 0.311 │ │ │
│ Max │ 0.228 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.035 │ 1 │ 0.035 │
│ 2 │ 0.325 │ 1 │ 0.325 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.180 │ │ │
│ Median │ 0.180 │ │ │
│ Total │ 0.360 │ │ │
│ Max │ 0.325 │ │ │
│ 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
1766940196,783.96875,27.2
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -28649235.4999 | -19220228.5998 | -23934732.0498 | 4714503.4501 | 2 |
| x | -845.7003 | 888.599 | 21.4494 | 867.1497 | 2 |
| y | -330.5085 | 727.3072 | 198.3994 | 528.9078 | 2 |
| z | -972.9692 | 488.3791 | -242.2951 | 730.6742 | 2 |
| a | -887.4847 | 818.1571 | -34.6638 | 852.8209 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2025-12-28 16:43:19,860) - Starting with JobEnvironment(job_id=116600, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 16:43:19,861) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/116600/116600_submitted.pkl
Trial-Index: 0
Parameters: {"x": 888.5990381240845, "y": -330.5084705352783, "z": 488.3791208267212, "a": -887.4847292900085}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=888.59903812408447265625 --y=-330.5084705352783203125 --z=488.37912082672119140625 --a=-887.48472929000854492188
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766937701.224239
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766940201.4077065
Last modification: 1766937701.224239
Hostname: runnervmh13bl
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=888.59903812408447265625 --y=-330.5084705352783203125 --z=488.37912082672119140625 --a=-887.48472929000854492188
stdout:
x: 888.59903812408447265625
y: -330.5084705352783203125
z: 488.37912082672119140625
a: -887.48472929000854492188
RESULT: -19220228.5997837
stderr was empty
Result: {'RESULT': -19220228.5997837}
Final-results: {'RESULT': -19220228.5997837}
EXIT_CODE: 0
submitit INFO (2025-12-28 16:43:27,424) - Job completed successfully
submitit INFO (2025-12-28 16:43:27,425) - Exiting after successful completion
