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 |
|---|
| -930.2237816154957 | -993.6414435505867 | -687.8323443233967 | 825.3155220299959 | -30248851.7226107 |
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
2026-05-10 10:19:02 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): BOTORCH_MODULAR, best RESULT: -30248851.7226107, ▁█, finishing jobs, finished 1 job
Git-Version
Commit: a02171f59354fb13fcc8acfdf78a1dc6d14fb32a (9325-1-ga02171f59)
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
0,1778408320,2,3032f1e6-64c5-47f6-ae08-6829c13ff6fe,1778408322,1778408328,6,.tests/optimization_example_all_float --x=496.83821201324462890625 --y=583.413600921630859375 --z=851.0944843292236328125 --a=-874.59276616573333740234,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-20656310.4209006987512111663818359375,496.83821201324462890625,583.413600921630859375,851.0944843292236328125,-874.59276616573333740234375
1,1778408331,2,3032f1e6-64c5-47f6-ae08-6829c13ff6fe,1778408333,1778408339,6,.tests/optimization_example_all_float --x=-930.2237816154956817627 --y=-993.64144355058670043945 --z=-687.83234432339668273926 --a=825.31552202999591827393,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-30248851.7226107008755207061767578125,-930.2237816154956817626953125,-993.641443550586700439453125,-687.8323443233966827392578125,825.31552202999591827392578125
========================================================================
Current git-hash: a02171f59354fb13fcc8acfdf78a1dc6d14fb32a (last fully tested stable version 1 commit ago [10e58f176a57b3e4bbd0e9c189c2a9f555e68d1e, 9325])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-10 10:18:36] 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: 6aec08c1-e918-4f70-8450-745d24b5123e
_________________________________________________
/ \
| OmniOpt2 - Optimizing like a koala climbing a tre |
| e—slowly but surely reaching the perfect spot. |
\ /
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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 --disable_notifications
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=143 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -930.2237816154957 │ -993.6414435505867 │ -687.8323443233967 │ 825.3155220299959 │ -30248851.7226107 │
└────────────────────┴────────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │ 0.024 │ 1 │ 0.024 │
│ 2 │ 0.435 │ 1 │ 0.435 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.229 │ │ │
│ Median │ 0.229 │ │ │
│ Total │ 0.459 │ │ │
│ Max │ 0.435 │ │ │
│ Min │ 0.024 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.117 │ 1 │ 0.117 │
│ 2 │ 0.073 │ 1 │ 0.073 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.095 │ │ │
│ Median │ 0.095 │ │ │
│ Total │ 0.190 │ │ │
│ Max │ 0.117 │ │ │
│ Min │ 0.073 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 32s │
│ 🏆 Best RESULT: -30248851.7226107 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/results.csv │
│ 🧠 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-10 10:18:40 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): SOBOL, Started OmniOpt2 run...
2026-05-10 10:18:40 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): SOBOL, getting new HP set (no sbatch)
2026-05-10 10:18:40 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-10 10:18:40 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): SOBOL, eval #1/1 start
2026-05-10 10:18:40 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): SOBOL, starting new job
2026-05-10 10:18:40 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): SOBOL, started new job
2026-05-10 10:18:49 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): SOBOL, new result: RESULT: -20656310.420901
2026-05-10 10:18:51 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): SOBOL, best RESULT: -20656310.4209007, finishing jobs, finished 1 job
2026-05-10 10:18:51 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): BOTORCH_MODULAR, best RESULT: -20656310.4209007, getting new HP set (no sbatch)
2026-05-10 10:18:51 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): BOTORCH_MODULAR, best RESULT: -20656310.4209007, requested 1 jobs, got 1, 0.43 s/job
2026-05-10 10:18:51 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): BOTORCH_MODULAR, best RESULT: -20656310.4209007, eval #1/1 start
2026-05-10 10:18:51 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): BOTORCH_MODULAR, best RESULT: -20656310.4209007, starting new job
2026-05-10 10:18:51 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): BOTORCH_MODULAR, best RESULT: -20656310.4209007, started new job
2026-05-10 10:19:00 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): BOTORCH_MODULAR, best RESULT: -20656310.4209007, new result: RESULT: -30248851.722611
2026-05-10 10:19:02 (3032f1e6-64c5-47f6-ae08-6829c13ff6fe): BOTORCH_MODULAR, best RESULT: -30248851.7226107, ▁█, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.117 │ 1 │ 0.117 │
│ 2 │ 0.073 │ 1 │ 0.073 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.095 │ │ │
│ Median │ 0.095 │ │ │
│ Total │ 0.190 │ │ │
│ Max │ 0.117 │ │ │
│ Min │ 0.073 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.024 │ 1 │ 0.024 │
│ 2 │ 0.435 │ 1 │ 0.435 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.229 │ │ │
│ Median │ 0.229 │ │ │
│ Total │ 0.459 │ │ │
│ Max │ 0.435 │ │ │
│ Min │ 0.024 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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 |
| disable_notifications | True |
| 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
1778408317,741.59375,28.3
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -30248851.7226 | -20656310.4209 | -25452581.0718 | 4796270.6509 | 2 |
| x | -930.2238 | 496.8382 | -216.6928 | 713.531 | 2 |
| y | -993.6414 | 583.4136 | -205.1139 | 788.5275 | 2 |
| z | -687.8323 | 851.0945 | 81.6311 | 769.4634 | 2 |
| a | -874.5928 | 825.3155 | -24.6386 | 849.9541 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2026-05-10 10:18:40,883) - Starting with JobEnvironment(job_id=123801, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-10 10:18:40,883) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/123801/123801_submitted.pkl
Trial-Index: 0
Parameters: {"x": 496.83821201324463, "y": 583.4136009216309, "z": 851.0944843292236, "a": -874.5927661657333}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=496.83821201324462890625 --y=583.413600921630859375 --z=851.0944843292236328125 --a=-874.59276616573333740234
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1778406039.296941
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778408322.3567255
Last modification: 1778406039.296941
Hostname: runnervmrc6n4
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=496.83821201324462890625 --y=583.413600921630859375 --z=851.0944843292236328125 --a=-874.59276616573333740234
stdout:
x: 496.83821201324462890625
y: 583.413600921630859375
z: 851.0944843292236328125
a: -874.59276616573333740234
RESULT: -20656310.4209007
stderr was empty
Result: {'RESULT': -20656310.4209007}
Final-results: {'RESULT': -20656310.4209007}
EXIT_CODE: 0
submitit INFO (2026-05-10 10:18:48,376) - Job completed successfully
submitit INFO (2026-05-10 10:18:48,376) - Exiting after successful completion
