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 | int_param_two | choice_param | RESULT |
|---|
| -78 | -61 | -89.5362027734518 | hallo | -78 | -89.5362027734518 | -61 | hallo | -201860.656348232 |
Job Summary per Generation Node
| Generation Node | Total | COMPLETED |
|---|
| SOBOL | 1 | 1 |
| BOTORCH_MODULAR | 1 | 1 |
Experiment parameters
| Name | Type | Lower bound | Upper bound | Values | Type | Log Scale? |
|---|
| int_param | range | -100 | 10 | | int | No |
| float_param | range | -100 | 10 | | float | No |
| choice_param | choice | | | 1, 2, 4, 8, 16, hallo | | |
| int_param_two | range | -100 | 10 | | int | No |
Number of evaluations
| Failed |
Succeeded |
Running |
Total |
| 0 |
2 |
0 |
2 |
Result names and types
Last progressbar status
2026-01-11 04:38:17 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): BOTORCH_MODULAR, best RESULT: -201860.656348232, finishing jobs, finished 1 job
Git-Version
Commit: 02398bad90d1e0fc215adf64da1f60f9481909da (9228)
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,int_param_two,choice_param
0,1768106274,2,805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f,1768106276,1768106282,6,./.tests/optimization_example --int_param='-78' --float_param='-89.53620277345180511475' --choice_param='hallo' --int_param_two='-61' --nr_results=1,0,,runnervmi13qx,-78,-61,-89.53620277345180511474609375,hallo,0_0,COMPLETED,SOBOL,-201860.65634823200525715947151184082,-78,-89.53620277345180511474609375,-61,hallo
1,1768106286,2,805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f,1768106288,1768106294,6,./.tests/optimization_example --int_param='9' --float_param='-6.057685559505658901' --choice_param='4' --int_param_two='-4' --nr_results=1,0,,runnervmi13qx,9,-4,-6.057685559505658012824369507143,4,1_0,COMPLETED,BOTORCH_MODULAR,-2369.244099329000164289027452468872,9,-6.057685559505658901002789207269,-4,4
========================================================================
Current git-hash: 02398bad90d1e0fc215adf64da1f60f9481909da (version: 9228)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-11 04:37:50] 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: 8cfd9989-d538-491a-ba5b-e992ec6968b8
___________________________________
| OmniOpt2 - Fine-tuning like a boss! |
===================================
\
\
\
\
.-=-==--==--.
..-==" ,'o`) `.
,' `"' \
: ( `.__...._
| ) / `-=-.
: ,vv.-._ / / `---==-._
\/\/\/VV ^ d88`;' / `.
`` ^/d88P!' / , `._
^/ !' ,. , / "-,,__,,--'""""-.
^/ !' ,' \ . .( ( _ ) ) ) ) ))_,-.\
^(__ ,!',"' ;:+.:%:a. \:.. . ,' ) ) ) ) ,"' '
',,,'',' /o:::":%:%a. \:.:.: . ) ) _,'
"""' ;':::'' `+%%%a._ \%:%| ;.). _,-""
,-='_.-' ``:%::) )%:| /:._,"
(/(/" ," ,'_,'%%%: (_,'
( (//(`.___; \
\ \ ` `
`. `. `. :
\. . .\ : . . . :
\. . .: `.. . .:
`..:.:\ \:...\
;:.:.; ::...:
):%:: :::::;
__,::%:( :::::
,;:%%%%%%%: ;:%::
;,--""-.`\ ,=--':%:%:\
/" "| /-".:%%%%%%%\
;,-"'`)%%)
/" "|
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=adding_old_jobs_to_new_jobs --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=adding_old_jobs_to_new_jobs&run_nr=912 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='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=1
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ range │ -100 │ 10 │ │ int │ No │
│ float_param │ range │ -100 │ 10 │ │ float │ No │
│ choice_param │ choice │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ range │ -100 │ 10 │ │ int │ 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 ┃ int_param_two ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -78 │ -61 │ -89.5362027734518 │ hallo │ -78 │ -89.5362027734518 │ -61 │ hallo │ -201860.656348232 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-11 04:37:54 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): SOBOL, Started OmniOpt2 run...
2026-01-11 04:37:54 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): SOBOL, getting new HP set (no sbatch)
2026-01-11 04:37:54 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-01-11 04:37:54 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): SOBOL, eval #1/1 start
2026-01-11 04:37:54 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): SOBOL, starting new job
2026-01-11 04:37:55 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): SOBOL, started new job
2026-01-11 04:38:04 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): SOBOL, new result: RESULT: -201860.656348
2026-01-11 04:38:05 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): SOBOL, best RESULT: -201860.656348232, finishing jobs, finished 1 job
2026-01-11 04:38:06 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): BOTORCH_MODULAR, best RESULT: -201860.656348232, getting new HP set (no sbatch)
2026-01-11 04:38:06 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): BOTORCH_MODULAR, best RESULT: -201860.656348232, requested 1 jobs, got 1, 0.54 s/job
2026-01-11 04:38:06 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): BOTORCH_MODULAR, best RESULT: -201860.656348232, eval #1/1 start
2026-01-11 04:38:06 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): BOTORCH_MODULAR, best RESULT: -201860.656348232, starting new job
2026-01-11 04:38:06 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): BOTORCH_MODULAR, best RESULT: -201860.656348232, started new job
2026-01-11 04:38:15 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): BOTORCH_MODULAR, best RESULT: -201860.656348232, new result: RESULT: -2369.244099
2026-01-11 04:38:17 (805cfb4f-d7bc-46d9-9f66-af2d0cdf8c8f): BOTORCH_MODULAR, best RESULT: -201860.656348232, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.230 │ 1 │ 0.230 │
│ 2 │ 0.086 │ 1 │ 0.086 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.158 │ │ │
│ Median │ 0.158 │ │ │
│ Total │ 0.315 │ │ │
│ Max │ 0.230 │ │ │
│ Min │ 0.086 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.044 │ 1 │ 0.044 │
│ 2 │ 0.544 │ 1 │ 0.544 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.294 │ │ │
│ Median │ 0.294 │ │ │
│ Total │ 0.588 │ │ │
│ Max │ 0.544 │ │ │
│ Min │ 0.044 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview
| Key | Value |
|---|
| config_yaml | None |
| config_toml | None |
| config_json | None |
| num_random_steps | 1 |
| max_eval | 2 |
| run_program | [['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2lj… |
| experiment_name | adding_old_jobs_to_new_jobs |
| mem_gb | 4 |
| parameter | [['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'], |
| ['int_param_two', 'range', '-100', '10', 'int']] |
| 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 | False |
| 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 | False |
| 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 | True |
| 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
1768106271,785.2734375,27.1
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| OO_Info_int_param | -78 | 9 | -34.5 | 43.5 | 2 |
| OO_Info_int_param_two | -61 | -4 | -32.5 | 28.5 | 2 |
| OO_Info_float_param | -89.5362 | -6.0577 | -47.7969 | 41.7393 | 2 |
| OO_Info_choice_param | No numerical statistics available |
| RESULT | -201860.6563 | -2369.2441 | -102114.9502 | 99745.7061 | 2 |
| int_param | -78 | 9 | -34.5 | 43.5 | 2 |
| float_param | -89.5362 | -6.0577 | -47.7969 | 41.7393 | 2 |
| int_param_two | -61 | -4 | -32.5 | 28.5 | 2 |
| choice_param | No numerical statistics available |
Show SLURM-Job-ID (if it exists)
submitit INFO (2026-01-11 04:37:55,255) - Starting with JobEnvironment(job_id=71242, hostname=runnervmi13qx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-01-11 04:37:55,255) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/0/single_runs/71242/71242_submitted.pkl
Trial-Index: 0
Parameters: {"int_param": -78, "float_param": -89.5362027734518, "int_param_two": -61, "choice_param": "hallo"}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-78' --float_param='-89.53620277345180511475' --choice_param='hallo' --int_param_two='-61' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1768105294.5469067
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1768105959.1510115
Last modification: 1768105294.5469067
Hostname: runnervmi13qx
========
DEBUG INFOS END
./.tests/optimization_example --int_param='-78' --float_param='-89.53620277345180511475' --choice_param='hallo' --int_param_two='-61' --nr_results=1
stdout:
OO-Info: int_param: -78
OO-Info: int_param_two: -61
OO-Info: float_param: -89.53620277345180511475
OO-Info: choice_param: hallo
RESULT: -201860.656348232
stderr was empty
Result: {'RESULT': -201860.656348232}
Final-results: {'RESULT': -201860.656348232}
EXIT_CODE: 0
submitit INFO (2026-01-11 04:38:02,785) - Job completed successfully
submitit INFO (2026-01-11 04:38:02,785) - Exiting after successful completion
