Result names and types
| name | min/max |
|---|---|
| VAL_ACC | max |
/ / /
To cancel, press CTRL c, then run 'scancel 1822647' ⠋ Importing logging... ⠋ Importing warnings... ⠋ Importing argparse... ⠋ Importing datetime... ⠋ Importing dataclass... ⠋ Importing socket... ⠋ Importing stat... ⠋ Importing pwd... ⠋ Importing base64... ⠙ Importing json... ⠇ Importing yaml... ⠇ Importing toml... ⠹ Importing csv... ⠋ Importing ast... ⠋ Importing rich.table... ⠋ Importing rich print... ⠋ Importing rich.pretty... ⠙ Importing rich.prompt... ⠋ Importing types.FunctionType... ⠋ Importing typing... ⠹ Importing ThreadPoolExecutor... ⠹ Importing submitit.LocalExecutor... ⠋ Importing submitit.Job... ⠼ Importing importlib.util... ⠋ Importing platform... ⠋ Importing inspect frame info... ⠋ Importing pathlib.Path... ⠋ Importing uuid... ⠸ Importing cowsay... ⠋ Importing shutil... ⠋ Importing itertools.combinations... ⠋ Importing os.listdir... ⠋ Importing os.path... ⠙ Importing PIL.Image... ⠴ Importing sixel... ⠋ Importing subprocess... ⠦ Importing tqdm... ⠋ Importing beartype... ⠋ Importing statistics... ⠼ Trying to import pyfiglet... ⠼ Importing helpers... ⠋ Parsing arguments... ⠸ Importing torch... ⠋ Importing numpy... [WARNING 08-15 02:20:52] 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]`. ⠏ Importing ax... ⠋ Importing ax.core.generator_run... ⠋ Importing Cont_X_trans and Y_trans from ax.adapter.registry... ⠋ Importing ax.core.arm... ⠋ Importing ax.core.objective... ⠋ Importing ax.core.Metric... ⠋ Importing ax.exceptions.core... ⠋ Importing ax.exceptions.generation_strategy... ⠋ Importing CORE_DECODER_REGISTRY... ⠋ Trying ax.generation_strategy.generation_node... ⠋ Importing GenerationStep, GenerationStrategy from generation_strategy... ⠋ Importing GenerationNode from generation_node... ⠋ Importing ExternalGenerationNode... ⠋ Importing MaxTrials... ⠋ Importing GeneratorSpec... ⠋ Importing Models from ax.generation_strategy.registry... ⠋ Importing get_pending_observation_features... ⠋ Importing load_experiment... ⠋ Importing save_experiment... ⠋ Importing save_experiment_to_db... ⠋ Importing TrialStatus... ⠋ Importing Data... ⠋ Importing Experiment... ⠋ Importing parameter types... ⠋ Importing TParameterization... ⠋ Importing pandas... ⠏ Importing AxClient and ObjectiveProperties... ⠋ Importing RandomForestRegressor... ⠋ Importing botorch... ⠋ Importing submitit... ⠋ Importing ax logger... ⠋ Importing SQL-Storage-Stuff... Run-UUID: 7cbacd0d-277b-4d4d-9437-af024620efe2 _________________________________________________ / \ | OmniOpt2 - Optimizing like it's the Matrix, but I | | am the One. | \ / ================================================= \ \ \ \ . . / `. .' \ .---. < > < > .---. | \ \ - ~ ~ - / / | _____ ~-..-~ ~-..-~ | | \~~~\.' `./~~~/ --------- \__/ \__/ .' O \ / / \ " (_____, `._.' | } \/~~~/ `----. / } | / \__/ `-. | / | / `. ,~~| ~-.__| /_ - ~ ^| /- _ `..-' f: f: | / | / ~-. `-. _|| _||_ |_____| |_____| ~ - . _ _ _ _ __> ⠋ Writing worker creation log... omniopt --partition=alpha --experiment_name=mnist_gpu --mem_gb=40 --time=2880 --worker_timeout=120 --max_eval=500 --num_parallel_jobs=20 --gpus=1 --num_random_steps=20 --live_share --send_anonymized_usage_stats --result_names VAL_ACC=max --run_program=cHl0aG9uMyAudGVzdHMvbW5pc3QvdHJhaW4gLS1lcG9jaHMgJWVwb2NocyAtLWxlYXJuaW5nX3JhdGUgJWxyIC0tYmF0Y2hfc2l6ZSAlYmF0Y2hfc2l6ZSAtLWhpZGRlbl9zaXplICVoaWRkZW5fc2l6ZSAtLWRyb3BvdXQgJWRyb3BvdXQgLS1hY3RpdmF0aW9uICVhY3RpdmF0aW9uIC0tbnVtX2RlbnNlX2xheWVycyAlbnVtX2RlbnNlX2xheWVycyAtLWluaXQgJWluaXQgLS13ZWlnaHRfZGVjYXkgJXdlaWdodF9kZWNheQ== --cpus_per_task=1 --nodes_per_job=1 --revert_to_random_when_seemingly_exhausted --model=BOTORCH_MODULAR --n_estimators_randomforest=100 --run_mode=local --occ_type=euclid --main_process_gb=8 --max_nr_of_zero_results=50 --slurm_signal_delay_s=0 --max_failed_jobs=0 --dependency=omniopt_singleton --max_attempts_for_generation=20 --num_restarts=20 --raw_samples=1024 --max_abandoned_retrial=20 --max_num_of_parallel_sruns=16 --number_of_generators=1 --generate_all_jobs_at_once --parameter epochs range 10 30 int false --parameter lr range 0.000001 0.001 float true --parameter batch_size range 8 1024 int false --parameter hidden_size range 8 4096 int false --parameter dropout range 0 0.5 float false --parameter activation fixed leaky_relu --parameter num_dense_layers range 1 4 int false --parameter init fixed normal --parameter weight_decay fixed 0 --ui_url 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⠋ Disabling logging... ⠋ Setting run folder... ⠋ Creating folder /data/horse/ws/s3811141-omniopt_mnist_test_call/omniopt/runs/mnist_gpu/0... ⠋ Writing revert_to_random_when_seemingly_exhausted file ... ⠋ Writing username state file... ⠋ Writing result names file... ⠋ Writing result min/max file... ⠋ Saving state files... Run-folder: /data/horse/ws/s3811141-omniopt_mnist_test_call/omniopt/runs/mnist_gpu/0 ⠋ Writing live_share file if it is present... ⠋ Writing job_start_time file... ⠼ Writing git information ⠋ Checking max_eval... ⠋ Calculating number of steps... ⠋ Adding excluded nodes... ⠋ Setting global generation strategy ⠋ Initializing ax_client... ⠋ Setting orchestrator... ⠧ Initializing live share...