#!/bin/bash
#SBATCH -J CNN22_EMNIST_Adam_0.001_Prox_5_4_1e5
#SBATCH -o CNN22_EMNIST_Adam_0.001_Prox_5_4_1e5.%J.out
#SBATCH -e CNN22_EMNIST_Adam_0.001_Prox_5_4_1e5.%J.err
#SBATCH --cpus-per-task=4
#SBATCH -N 1
#SBATCH --partition=batch
#SBATCH --mem=8GB
#SBATCH --time=03:00:00
#SBATCH --output=/ibex/user/kharist/2023_Minibatch_SPPM/2023_Minibatch_SPPM_source_code/timur_exps/dl_experiments/logs//CNN22_EMNIST_Adam_0.001_Prox_5_4_1e5.out
#SBATCH --mail-user=timur.kharisov@kaust.edu.sa
#SBATCH --mail-type=ALL
source /home/kharist/2023_Minibatch_SPPM_source_code/devenv/bin/activate
python "/home/kharist/2023_Minibatch_SPPM_source_code/timur_exps/dl_experiments/script.py" \
    --seed "42" \
    --workers_count "100" \
    --epochs "500" \
    --minibatch_size "5" \
    --local_epochs "4" \
    --optimizer "Adam" \
    --lr "0.001" \
    --gamma "1e5" \
    --local_optimizer "Prox" \
    --folder "/ibex/user/kharist/2023_Minibatch_SPPM/2023_Minibatch_SPPM_source_code/timur_exps/dl_experiments/logs/" \
