#!/bin/bash
#SBATCH -J CNN22_EMNIST_Prox_Adam_minibatch_size_5_local_epoch_1_gamma_1_adam_lr_0.0064
#SBATCH -o CNN22_EMNIST_Prox_Adam_minibatch_size_5_local_epoch_1_gamma_1_adam_lr_0.0064.%J.out
#SBATCH -e CNN22_EMNIST_Prox_Adam_minibatch_size_5_local_epoch_1_gamma_1_adam_lr_0.0064.%J.err
#SBATCH --cpus-per-task=8
#SBATCH -N 1
#SBATCH --partition=batch
#SBATCH --mem=4GB
#SBATCH --time=07:00:00
#SBATCH --output=/ibex/user/kharist/2023_Minibatch_SPPM/2023_Minibatch_SPPM_source_code/timur_exps/dl_experiments/logs//CNN22_EMNIST_Prox_Adam_minibatch_size_5_local_epoch_1_gamma_1_adam_lr_0.0064.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 "3000" \
    --minibatch_size "5" \
    --local_epochs "1" \
    --optimizer "Prox" \
    --lr "0.0064" \
    --gamma "1" \
    --local_optimizer "Adam" \
    --folder "/ibex/user/kharist/2023_Minibatch_SPPM/2023_Minibatch_SPPM_source_code/timur_exps/dl_experiments/logs/" \
    --process_count "8" \
