all_runs.sh

#!/bin/bash

# Combinatorial exps
SEEDS="42 43 44 45 46 47 48 49 50 51"
ABSOLUT_EXE="./libs/Absolut/src/AbsolutNoLib"
for task in ackley aig_optimization antibody_design mig_optimization pest rna_inverse_fold; do
  for acq_opt in ls is sa ga; do
    for tr in "__tr" ""; do
      acq_func="ei"
      for model in gp_o gp_to gp_ssk gp_diff gp_hed; do
        opt_id="${model}__${acq_opt}__${acq_func}${tr}"
        cmd="python ./experiments/run_task_exps.py --device_id 0 --absolut_dir $ABSOLUT_EXE --task_id $task --optimizers_ids $opt_id --seeds $SEEDS"
        $cmd
      done

      acq_func="ts"
      model=lr_sparse
      opt_id="${model}__${acq_opt}__${acq_func}${tr}"
      cmd="python ./experiments/run_task_exps.py --device_id 0 --absolut_dir $ABSOLUT_EXE --task_id $task --optimizers_ids $opt_id --seeds $SEEDS"
      $cmd
    done
  done

  for opt_id in ga sa rs ls; do
    cmd="python ./experiments/run_task_exps.py --device_id 0 --absolut_dir $ABSOLUT_EXE --task_id $task --optimizers_ids $opt_id --seeds $SEEDS"
    $cmd
  done
done

# Mixed experiments
SEEDS="42 43 44 45 46 47 48 49 50 51 52 53 54 55 56"
for task in ackley-53 xgboost_opt aig_optimization_hyp svm_opt; do
  for acq_opt in mab is sa ga; do
    for tr in "__tr" ""; do
      acq_func="ei"
      for model in gp_o gp_to gp_hed; do
        opt_id="${model}__${acq_opt}__${acq_func}${tr}"
        cmd="python ./experiments/run_task_exps.py --device_id 0 --task_id $task --optimizers_ids $opt_id --seeds $SEEDS"
        $cmd
      done
    done
  done
done