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 |
|---|
| 969.4518409669399 | 981.2732599675655 | -557.273468002677 | 844.9532426893711 | -29067466.2065104 |
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
2025-11-20 14:01:26 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): BOTORCH_MODULAR, best RESULT: -29067466.2065104, finishing jobs, finished 1 job
Git-Version
Commit: 2057bc1827f62f5a3792b746d4b649d8b90aeac5 (9090-1-g2057bc182)
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
0,1763647262,2,ff3eed2e-90fc-459f-81c9-8a542f7fd26b,1763647264,1763647270,6,.tests/optimization_example_all_float --x=-567.94613599777221679688 --y=-176.60254240036010742188 --z=212.57495880126953125 --a=-368.74568462371826171875,0,,runnervmfxdz0,0_0,COMPLETED,SOBOL,-5435630.235992659814655780792236328125,-567.946135997772216796875,-176.602542400360107421875,212.57495880126953125,-368.74568462371826171875
1,1763647274,2,ff3eed2e-90fc-459f-81c9-8a542f7fd26b,1763647276,1763647282,6,.tests/optimization_example_all_float --x=969.45184096693992614746 --y=981.27325996756553649902 --z=-557.27346800267696380615 --a=844.95324268937110900879,0,,runnervmfxdz0,1_0,COMPLETED,BOTORCH_MODULAR,-29067466.2065103985369205474853515625,969.4518409669399261474609375,981.2732599675655364990234375,-557.27346800267696380615234375,844.9532426893711090087890625
========================================================================
Current git-hash: 2057bc1827f62f5a3792b746d4b649d8b90aeac5 (last fully tested stable version 1 commit ago [446fae876e6429c6c99bfdda59df72d5e612ee2a, 9090])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 14:00:57] 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: 39acd730-44e4-4a5e-9fe8-0eb0b3b002f4
_________________________________________________
/ \
| OmniOpt2 - A small tweak, a big effect – the butt |
| erfly principle of tuning. |
\ /
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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=239 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 969.4518409669399 │ 981.2732599675655 │ -557.273468002677 │ 844.9532426893711 │ -29067466.2065104 │
└───────────────────┴───────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │ 0.010 │ 1 │ 0.010 │
│ 2 │ 0.425 │ 1 │ 0.425 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.217 │ │ │
│ Median │ 0.217 │ │ │
│ Total │ 0.434 │ │ │
│ Max │ 0.425 │ │ │
│ Min │ 0.010 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.111 │ 1 │ 0.111 │
│ 2 │ 0.080 │ 1 │ 0.080 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.095 │ │ │
│ Median │ 0.095 │ │ │
│ Total │ 0.191 │ │ │
│ Max │ 0.111 │ │ │
│ Min │ 0.080 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-11-20 14:01:02 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): SOBOL, Started OmniOpt2 run...
2025-11-20 14:01:02 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): SOBOL, getting new HP set (no sbatch)
2025-11-20 14:01:02 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-20 14:01:02 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): SOBOL, eval #1/1 start
2025-11-20 14:01:02 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): SOBOL, starting new job
2025-11-20 14:01:02 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): SOBOL, started new job
2025-11-20 14:01:11 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): SOBOL, new result: RESULT: -5435630.235993
2025-11-20 14:01:13 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): SOBOL, best RESULT: -5435630.23599266, finishing jobs, finished 1 job
2025-11-20 14:01:14 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): BOTORCH_MODULAR, best RESULT: -5435630.23599266, getting new HP set (no sbatch)
2025-11-20 14:01:14 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): BOTORCH_MODULAR, best RESULT: -5435630.23599266, requested 1 jobs, got 1, 0.42 s/job
2025-11-20 14:01:14 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): BOTORCH_MODULAR, best RESULT: -5435630.23599266, eval #1/1 start
2025-11-20 14:01:14 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): BOTORCH_MODULAR, best RESULT: -5435630.23599266, starting new job
2025-11-20 14:01:14 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): BOTORCH_MODULAR, best RESULT: -5435630.23599266, started new job
2025-11-20 14:01:23 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): BOTORCH_MODULAR, best RESULT: -5435630.23599266, new result: RESULT: -29067466.206510
2025-11-20 14:01:26 (ff3eed2e-90fc-459f-81c9-8a542f7fd26b): BOTORCH_MODULAR, best RESULT: -29067466.2065104, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.111 │ 1 │ 0.111 │
│ 2 │ 0.080 │ 1 │ 0.080 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.095 │ │ │
│ Median │ 0.095 │ │ │
│ Total │ 0.191 │ │ │
│ Max │ 0.111 │ │ │
│ Min │ 0.080 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.010 │ 1 │ 0.010 │
│ 2 │ 0.425 │ 1 │ 0.425 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.217 │ │ │
│ Median │ 0.217 │ │ │
│ Total │ 0.434 │ │ │
│ Max │ 0.425 │ │ │
│ Min │ 0.010 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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
1763647258,749.8984375,28.4
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -29067466.2065 | -5435630.236 | -17251548.2213 | 11815917.9853 | 2 |
| x | -567.9461 | 969.4518 | 200.7529 | 768.699 | 2 |
| y | -176.6025 | 981.2733 | 402.3354 | 578.9379 | 2 |
| z | -557.2735 | 212.575 | -172.3493 | 384.9242 | 2 |
| a | -368.7457 | 844.9532 | 238.1038 | 606.8495 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2025-11-20 14:01:02,969) - Starting with JobEnvironment(job_id=165433, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 14:01:02,969) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/165433/165433_submitted.pkl
Trial-Index: 0
Parameters: {"x": -567.9461359977722, "y": -176.6025424003601, "z": 212.57495880126953, "a": -368.74568462371826}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=-567.94613599777221679688 --y=-176.60254240036010742188 --z=212.57495880126953125 --a=-368.74568462371826171875
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1763644174.665324
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763646539.9134457
Last modification: 1763644174.665324
Hostname: runnervmfxdz0
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=-567.94613599777221679688 --y=-176.60254240036010742188 --z=212.57495880126953125 --a=-368.74568462371826171875
stdout:
x: -567.94613599777221679688
y: -176.60254240036010742188
z: 212.57495880126953125
a: -368.74568462371826171875
RESULT: -5435630.23599266
stderr was empty
Result: {'RESULT': -5435630.23599266}
Final-results: {'RESULT': -5435630.23599266}
EXIT_CODE: 0
submitit INFO (2025-11-20 14:01:10,686) - Job completed successfully
submitit INFO (2025-11-20 14:01:10,686) - Exiting after successful completion
