source_current/scripts/loop_synthetic_per_seed.sh

#!/bin/bash

SCRIPT_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
cd "$SCRIPT_DIR/.."

# seeds=($(seq 2 1 5))
seeds=(1)

# ydims=($(seq 200 100 1000))
ydims=(100)

# backward_eps_list=    #($(seq 0.001 0.00001 0.00000001)) #0.001,0.00001,0.00000001, 0.000000000001
# backward_eps_list=($(python3 -c 'print(" ".join([str(x) for x in [0.001,0.00001,0.00000001, 0.000000000001]]))'))
backward_eps_list=(1e-12)

batch_sizes=(8)

for seed in "${seeds[@]}"; do
  for ydim in "${ydims[@]}"; do
    for backward_eps in "${backward_eps_list[@]}"; do
      for batchSize in "${batch_sizes[@]}"; do
        jobname="syn_y${ydim}_s${seed}_tol${backward_eps}_batch${batchSize}"
        sbatch --job-name="$jobname" scripts/synthetic_per_seed.sbatch "$seed" "$ydim" "$batchSize" "$backward_eps"
        echo "Submitted: $jobname"
      done
    done
  done
done