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)
| OO_Info_int_param | OO_Info_int_param_two | OO_Info_float_param | OO_Info_choice_param | int_param | float_param | RESULT |
|---|
| -97 | 1 | 1 | 1 | -97 | -98.87154650874436 | -104920.12 |
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? |
|---|
| int_param | range | -100 | 10 | int | No |
| float_param | range | -100 | 10 | float | No |
Number of evaluations
| Failed |
Succeeded |
Running |
Total |
| 0 |
2 |
0 |
2 |
Result names and types
Last progressbar status
2025-12-09 13:30:20 (4fb56fd2-c245-47ed-8171-4f67346aa2da): BOTORCH_MODULAR, best RESULT: -104920.12, finishing jobs, finished 1 job
Git-Version
Commit: 4427cd5abd2c37b47394d6fc5b9ba32114ab1f79 (9133-4-g4427cd5ab)
trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT,int_param,float_param
0,1765286991,2,4fb56fd2-c245-47ed-8171-4f67346aa2da,1765286993,1765286999,6,./.tests/optimization_example --int_param='1' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmyg876,1,1,1,1,0_0,COMPLETED,SOBOL,-844.120000000000004547473508864641,1,-15.1135480403900146484375
1,1765287007,2,4fb56fd2-c245-47ed-8171-4f67346aa2da,1765287009,1765287015,6,./.tests/optimization_example --int_param='-97' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmyg876,-97,1,1,1,1_0,COMPLETED,BOTORCH_MODULAR,-104920.119999999995343387126922607422,-97,-98.87154650874435901641845703125
========================================================================
Current git-hash: 4427cd5abd2c37b47394d6fc5b9ba32114ab1f79 (last fully tested stable version 4 commits ago [d1056855add483362f2444584e98f3bdce169700, 9133])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-09 13:29:46] 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: 7e997529-5d17-4512-b8be-b3da22673e81
_________________________________________________
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| ilosopher’s Stone. |
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JzEnIC0tY2hvaWNlX3BhcmFtPScxJyAtLWludF9wYXJhbV90d289JzEn --parameter int_param range -100 10 int --parameter float_param range -100 10 float --num_random_steps 1 --model BOTORCH_MODULAR --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=1321 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 --int_param='%(int_param)' --float_param='1' --choice_param='1' --int_param_two='1'
Experiment parameters
┏━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ range │ -100 │ 10 │ int │ No │
│ float_param │ range │ -100 │ 10 │ 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)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -97 │ 1 │ 1 │ 1 │ -97 │ -98.87154650874436 │ -104920.12 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴────────────┘
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 │ 0.022 │ 1 │ 0.022 │
│ 2 │ 0.297 │ 1 │ 0.297 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.159 │ │ │
│ Median │ 0.159 │ │ │
│ Total │ 0.319 │ │ │
│ Max │ 0.297 │ │ │
│ Min │ 0.022 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.105 │ 1 │ 0.105 │
│ 2 │ 0.234 │ 1 │ 0.234 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.170 │ │ │
│ Median │ 0.170 │ │ │
│ Total │ 0.339 │ │ │
│ Max │ 0.234 │ │ │
│ Min │ 0.105 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-12-09 13:29:51 (4fb56fd2-c245-47ed-8171-4f67346aa2da): SOBOL, Started OmniOpt2 run...
2025-12-09 13:29:51 (4fb56fd2-c245-47ed-8171-4f67346aa2da): SOBOL, getting new HP set (no sbatch)
2025-12-09 13:29:51 (4fb56fd2-c245-47ed-8171-4f67346aa2da): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-09 13:29:51 (4fb56fd2-c245-47ed-8171-4f67346aa2da): SOBOL, eval #1/1 start
2025-12-09 13:29:51 (4fb56fd2-c245-47ed-8171-4f67346aa2da): SOBOL, starting new job
2025-12-09 13:29:51 (4fb56fd2-c245-47ed-8171-4f67346aa2da): SOBOL, started new job
2025-12-09 13:30:00 (4fb56fd2-c245-47ed-8171-4f67346aa2da): SOBOL, new result: RESULT: -844.120000
2025-12-09 13:30:06 (4fb56fd2-c245-47ed-8171-4f67346aa2da): SOBOL, best RESULT: -844.12, finishing jobs, finished 1 job
2025-12-09 13:30:07 (4fb56fd2-c245-47ed-8171-4f67346aa2da): BOTORCH_MODULAR, best RESULT: -844.12, getting new HP set (no sbatch)
2025-12-09 13:30:07 (4fb56fd2-c245-47ed-8171-4f67346aa2da): BOTORCH_MODULAR, best RESULT: -844.12, requested 1 jobs, got 1, 0.30 s/job
2025-12-09 13:30:07 (4fb56fd2-c245-47ed-8171-4f67346aa2da): BOTORCH_MODULAR, best RESULT: -844.12, eval #1/1 start
2025-12-09 13:30:07 (4fb56fd2-c245-47ed-8171-4f67346aa2da): BOTORCH_MODULAR, best RESULT: -844.12, starting new job
2025-12-09 13:30:07 (4fb56fd2-c245-47ed-8171-4f67346aa2da): BOTORCH_MODULAR, best RESULT: -844.12, started new job
2025-12-09 13:30:16 (4fb56fd2-c245-47ed-8171-4f67346aa2da): BOTORCH_MODULAR, best RESULT: -844.12, new result: RESULT: -104920.120000
2025-12-09 13:30:20 (4fb56fd2-c245-47ed-8171-4f67346aa2da): BOTORCH_MODULAR, best RESULT: -104920.12, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.105 │ 1 │ 0.105 │
│ 2 │ 0.234 │ 1 │ 0.234 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.170 │ │ │
│ Median │ 0.170 │ │ │
│ Total │ 0.339 │ │ │
│ Max │ 0.234 │ │ │
│ Min │ 0.105 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.022 │ 1 │ 0.022 │
│ 2 │ 0.297 │ 1 │ 0.297 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.159 │ │ │
│ Median │ 0.159 │ │ │
│ Total │ 0.319 │ │ │
│ Max │ 0.297 │ │ │
│ Min │ 0.022 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview
| Key | Value |
|---|
| config_yaml | None |
| config_toml | None |
| config_json | None |
| num_random_steps | 1 |
| max_eval | 2 |
| run_program | [['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JzEnIC0tY2hvaWNlX3BhcmFtPScxJyAtLWludF9wYXJhbV90d289… |
| experiment_name | __main__tests__BOTORCH_MODULAR___nogridsearch |
| mem_gb | 4 |
| parameter | [['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', '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
1765286986,756.26171875,28.6
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| OO_Info_int_param | -97 | 1 | -48 | 49 | 2 |
| OO_Info_int_param_two | 1 | 1 | 1 | 0 | 2 |
| OO_Info_float_param | 1 | 1 | 1 | 0 | 2 |
| OO_Info_choice_param | 1 | 1 | 1 | 0 | 2 |
| RESULT | -104920.12 | -844.12 | -52882.12 | 52038 | 2 |
| int_param | -97 | 1 | -48 | 49 | 2 |
| float_param | -98.8715 | -15.1135 | -56.9925 | 41.879 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2025-12-09 13:29:51,932) - Starting with JobEnvironment(job_id=125070, hostname=runnervmyg876, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-09 13:29:51,932) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5/single_runs/125070/125070_submitted.pkl
Trial-Index: 0
Parameters: {"int_param": 1, "float_param": -15.113548040390015}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='1' --float_param='1' --choice_param='1' --int_param_two='1'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1765285425.0483801
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1765285815.4787636
Last modification: 1765285425.0483801
Hostname: runnervmyg876
========
DEBUG INFOS END
./.tests/optimization_example --int_param='1' --float_param='1' --choice_param='1' --int_param_two='1'
stdout:
OO-Info: int_param: 1
OO-Info: int_param_two: 1
OO-Info: float_param: 1
OO-Info: choice_param: 1
RESULT: -844.12
stderr was empty
Result: {'RESULT': -844.12}
Final-results: {'RESULT': -844.12}
EXIT_CODE: 0
submitit INFO (2025-12-09 13:29:59,525) - Job completed successfully
submitit INFO (2025-12-09 13:29:59,525) - Exiting after successful completion
