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
0,1772002694,2,5dd5e423-66eb-4566-a08d-5f35a2bef331,1772002696,1772002702,6,echo "RESULT: 1295431" && echo "RESULT2: 111",0,,runnervmwffz4,0_0,COMPLETED,SOBOL,1295431,129,5431,111
1,1772002705,2,5dd5e423-66eb-4566-a08d-5f35a2bef331,1772002707,1772002713,6,echo "RESULT: 5365431" && echo "RESULT2: 111",0,,runnervmwffz4,1_0,COMPLETED,EXTERNAL_GENERATOR,5365431,536,5431,111
========================================================================
Current git-hash: bc2822b1871df4b2070f47480f70b1dd5f2faec4 (last fully tested stable version 1 commit ago [95422d9ad480c2b42aa4c975f8aa23637f180e31, 9267])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-25 06:58:09] 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: ca34c879-e60e-485a-b9c6-72a9d00b1f46
______ .___ ___. .__ __. __ ______ .______ .___________.___
/ __ \ | \/ | | \ | | | | / __ \ | _ \ | |__ \
| | | | | \ / | | \| | | | | | | | | |_) | `---| |----` ) |
| | | | | |\/| | | . ` | | | | | | | | ___/ | | / /
| `--' | | | | | | |\ | | | | `--' | | | | | / /_
\______/ |__| |__| |__| \__| |__| \______/ | _| |__| |____|
omniopt --partition=alpha --experiment_name=EXTERNAL_GENERATOR_test --mem_gb=1 --time=60 --worker_timeout=60 --max_eval=2 --num_parallel_jobs=1 --gpus=1 --num_random_steps=1 --follow --live_share --send_anonymized_usage_stats --result_names RESULT=max --run_program=ZWNobyAiUkVTVUxUOiAlKHgpJSh5KSIgJiYgZWNobyAiUkVTVUxUMjogJXoi --cpus_per_task=1 --nodes_per_job=1 --generate_all_jobs_at_once --revert_to_random_when_seemingly_exhausted --model=EXTERNAL_GENERATOR --run_mode=local --occ_type=euclid --main_process_gb=8 --max_nr_of_zero_results=1 --slurm_signal_delay_s=0 --n_estimators_randomforest=100 --parameter x range 123 1000 int false --parameter y choice 5431,1234 --parameter z fixed 111 --external_generator=cHl0aG9uMyAvaG9tZS9ydW5uZXIvd29yay9PbW5pT3B0L09tbmlPcHQvLnRlc3RzL2V4YW1wbGVfZXh0ZXJuYWwucHkK
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/EXTERNAL_GENERATOR_test/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=EXTERNAL_GENERATOR_test&run_nr=11 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then EXTERNAL_GENERATOR for 1 step.
Run-Program: echo "RESULT: %(x)%(y)" && echo "RESULT2: %z"
External-Generator: python3 /home/runner/work/OmniOpt/OmniOpt/.tests/example_external.py
Experiment parameters
┏━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━┩
│ x │ range │ 123 │ 1000 │ │ int │ No │
│ y │ choice │ │ │ 5431, 1234 │ │ │
│ z │ fixed │ │ │ 111 │ │ │
└──────┴────────┴─────────────┴─────────────┴────────────┴──────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT │ max │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, max (total: 2)
┏━━━━━┳━━━━━━┳━━━━━┳━━━━━━━━━━━┓
┃ x ┃ y ┃ z ┃ RESULT ┃
┡━━━━━╇━━━━━━╇━━━━━╇━━━━━━━━━━━┩
│ 536 │ 5431 │ 111 │ 5365431.0 │
└─────┴──────┴─────┴───────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-02-25 06:58:14 (5dd5e423-66eb-4566-a08d-5f35a2bef331): SOBOL, Started OmniOpt2 run...
2026-02-25 06:58:14 (5dd5e423-66eb-4566-a08d-5f35a2bef331): SOBOL, getting new HP set (no sbatch)
2026-02-25 06:58:14 (5dd5e423-66eb-4566-a08d-5f35a2bef331): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-02-25 06:58:14 (5dd5e423-66eb-4566-a08d-5f35a2bef331): SOBOL, eval #1/1 start
2026-02-25 06:58:14 (5dd5e423-66eb-4566-a08d-5f35a2bef331): SOBOL, starting new job
2026-02-25 06:58:14 (5dd5e423-66eb-4566-a08d-5f35a2bef331): SOBOL, started new job
2026-02-25 06:58:23 (5dd5e423-66eb-4566-a08d-5f35a2bef331): SOBOL, new result: RESULT: 1295431.000000
2026-02-25 06:58:25 (5dd5e423-66eb-4566-a08d-5f35a2bef331): SOBOL, best RESULT: 1295431, finishing jobs, finished 1 job
2026-02-25 06:58:25 (5dd5e423-66eb-4566-a08d-5f35a2bef331): EXTERNAL_GENERATOR, best RESULT: 1295431, getting new HP set (no sbatch)
2026-02-25 06:58:25 (5dd5e423-66eb-4566-a08d-5f35a2bef331): EXTERNAL_GENERATOR, best RESULT: 1295431, requested 1 jobs, got 1, 0.11 s/job
2026-02-25 06:58:25 (5dd5e423-66eb-4566-a08d-5f35a2bef331): EXTERNAL_GENERATOR, best RESULT: 1295431, eval #1/1 start
2026-02-25 06:58:25 (5dd5e423-66eb-4566-a08d-5f35a2bef331): EXTERNAL_GENERATOR, best RESULT: 1295431, starting new job
2026-02-25 06:58:25 (5dd5e423-66eb-4566-a08d-5f35a2bef331): EXTERNAL_GENERATOR, best RESULT: 1295431, started new job
2026-02-25 06:58:34 (5dd5e423-66eb-4566-a08d-5f35a2bef331): EXTERNAL_GENERATOR, best RESULT: 1295431, new result: RESULT: 5365431.000000
2026-02-25 06:58:36 (5dd5e423-66eb-4566-a08d-5f35a2bef331): EXTERNAL_GENERATOR, best RESULT: 5365431, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1772002691,793.87109375,26.9
