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 |
|---|
| -951.9006889313459 | 444.49309818446636 | -972.5408796221018 | -913.2140409201384 | -29072189.2162394 |
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
2026-05-01 20:50:31 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): BOTORCH_MODULAR, best RESULT: -29072189.2162394, finishing jobs, finished 1 job
Git-Version
Commit: b50b0047e00bec42f485a7cfa2dd30407325ab3c (9282-2-gb50b0047e)
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
0,1777668609,2,547805d8-bb9c-4626-b38e-d1f148d4e0ac,1777668611,1777668617,6,.tests/optimization_example_all_float --x=762.0522975921630859375 --y=-88.34946155548095703125 --z=29.94060516357421875 --a=52.57976055145263671875,0,,runnervmeorf1,0_0,COMPLETED,SOBOL,-5845555.809257269836962223052978515625,762.0522975921630859375,-88.34946155548095703125,29.94060516357421875,52.57976055145263671875
1,1777668621,2,547805d8-bb9c-4626-b38e-d1f148d4e0ac,1777668623,1777668629,6,.tests/optimization_example_all_float --x=-951.90068893134593963623 --y=444.49309818446636199951 --z=-972.54087962210178375244 --a=-913.21404092013835906982,0,,runnervmeorf1,1_0,COMPLETED,BOTORCH_MODULAR,-29072189.216239400207996368408203125,-951.90068893134593963623046875,444.49309818446636199951171875,-972.54087962210178375244140625,-913.21404092013835906982421875
========================================================================
Current git-hash: b50b0047e00bec42f485a7cfa2dd30407325ab3c (last fully tested stable version 2 commits ago [3669a7dd9138090647baf283e6316589853bd460, 9282])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-01 20:50:05] ax.storage.sqa_store.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: 8224cda3-0026-41b3-b262-14fc2444edb9
_________________________________________________
/ \
| OmniOpt2 - Dialing in hyperparameters like a clas |
| sic noir detective. |
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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=68 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -951.9006889313459 │ 444.49309818446636 │ -972.5408796221018 │ -913.2140409201384 │ -29072189.2162394 │
└────────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │ 0.039 │ 1 │ 0.039 │
│ 2 │ 0.386 │ 1 │ 0.386 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.213 │ │ │
│ Median │ 0.213 │ │ │
│ Total │ 0.425 │ │ │
│ Max │ 0.386 │ │ │
│ Min │ 0.039 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.254 │ 1 │ 0.254 │
│ 2 │ 0.081 │ 1 │ 0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.168 │ │ │
│ Median │ 0.168 │ │ │
│ Total │ 0.336 │ │ │
│ Max │ 0.254 │ │ │
│ Min │ 0.081 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-05-01 20:50:09 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): SOBOL, Started OmniOpt2 run...
2026-05-01 20:50:09 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): SOBOL, getting new HP set (no sbatch)
2026-05-01 20:50:09 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-05-01 20:50:09 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): SOBOL, eval #1/1 start
2026-05-01 20:50:09 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): SOBOL, starting new job
2026-05-01 20:50:09 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): SOBOL, started new job
2026-05-01 20:50:18 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): SOBOL, new result: RESULT: -5845555.809257
2026-05-01 20:50:21 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): SOBOL, best RESULT: -5845555.80925727, finishing jobs, finished 1 job
2026-05-01 20:50:21 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): BOTORCH_MODULAR, best RESULT: -5845555.80925727, getting new HP set (no sbatch)
2026-05-01 20:50:21 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): BOTORCH_MODULAR, best RESULT: -5845555.80925727, requested 1 jobs, got 1, 0.39 s/job
2026-05-01 20:50:21 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): BOTORCH_MODULAR, best RESULT: -5845555.80925727, eval #1/1 start
2026-05-01 20:50:21 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): BOTORCH_MODULAR, best RESULT: -5845555.80925727, starting new job
2026-05-01 20:50:21 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): BOTORCH_MODULAR, best RESULT: -5845555.80925727, started new job
2026-05-01 20:50:30 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): BOTORCH_MODULAR, best RESULT: -5845555.80925727, new result: RESULT: -29072189.216239
2026-05-01 20:50:31 (547805d8-bb9c-4626-b38e-d1f148d4e0ac): BOTORCH_MODULAR, best RESULT: -29072189.2162394, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.254 │ 1 │ 0.254 │
│ 2 │ 0.081 │ 1 │ 0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.168 │ │ │
│ Median │ 0.168 │ │ │
│ Total │ 0.336 │ │ │
│ Max │ 0.254 │ │ │
│ Min │ 0.081 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.039 │ 1 │ 0.039 │
│ 2 │ 0.386 │ 1 │ 0.386 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.213 │ │ │
│ Median │ 0.213 │ │ │
│ Total │ 0.425 │ │ │
│ Max │ 0.386 │ │ │
│ Min │ 0.039 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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 |
| nr_evals_per_arm | 1 |
| 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
1777668607,770.765625,26.9
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -29072189.2162 | -5845555.8093 | -17458872.5127 | 11613316.7035 | 2 |
| x | -951.9007 | 762.0523 | -94.9242 | 856.9765 | 2 |
| y | -88.3495 | 444.4931 | 178.0718 | 266.4213 | 2 |
| z | -972.5409 | 29.9406 | -471.3001 | 501.2407 | 2 |
| a | -913.214 | 52.5798 | -430.3171 | 482.8969 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2026-05-01 20:50:09,909) - Starting with JobEnvironment(job_id=118975, hostname=runnervmeorf1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-01 20:50:09,910) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/118975/118975_submitted.pkl
Trial-Index: 0
Parameters: {"x": 762.0522975921631, "y": -88.34946155548096, "z": 29.94060516357422, "a": 52.57976055145264}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=762.0522975921630859375 --y=-88.34946155548095703125 --z=29.94060516357421875 --a=52.57976055145263671875
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1777666106.8945234
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1777668611.3486078
Last modification: 1777666106.8945234
Hostname: runnervmeorf1
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=762.0522975921630859375 --y=-88.34946155548095703125 --z=29.94060516357421875 --a=52.57976055145263671875
stdout:
x: 762.0522975921630859375
y: -88.34946155548095703125
z: 29.94060516357421875
a: 52.57976055145263671875
RESULT: -5845555.80925727
stderr was empty
Result: {'RESULT': -5845555.80925727}
Final-results: {'RESULT': -5845555.80925727}
EXIT_CODE: 0
submitit INFO (2026-05-01 20:50:17,364) - Job completed successfully
submitit INFO (2026-05-01 20:50:17,364) - Exiting after successful completion
