Add training script

experiments/rhode_island/scripts/train_slurm.sh

@@ -0,0 +1,60 @@
+#!/bin/bash
+##
+## Copyright (c) 2023 Hannah contributors.
+##
+## This file is part of hannah.
+## See https://github.com/ekut-es/hannah for further info.
+##
+## Licensed under the Apache License, Version 2.0 (the "License");
+## you may not use this file except in compliance with the License.
+## You may obtain a copy of the License at
+##
+##     http://www.apache.org/licenses/LICENSE-2.0
+##
+## Unless required by applicable law or agreed to in writing, software
+## distributed under the License is distributed on an "AS IS" BASIS,
+## WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+## See the License for the specific language governing permissions and
+## limitations under the License.
+##
+
+#SBATCH --job-name=rhode_island_baseline
+
+#resources:
+
+#SBATCH --partition=gpu-2080ti
+# the slurm partition the job is queued to.
+# FIXME: test if preemptable is avallable
+
+#SBATCH --nodes=1
+# requests that the cores are all on one node
+
+#SBATCH --gres=gpu:rtx2080ti:1
+#the job can use and see 4 GPUs (8 GPUs are available in total on one node)
+
+#SBATCH --time=4:00:00
+# the maximum time the scripts needs to run (720 minutes = 12 hours)
+
+#SBATCH --error=jobs/%j.err
+# write the error output to job.*jobID*.err
+
+#SBATCH --output=jobs/%j.out
+# write the standard output to your home directory job.*jobID*.out
+
+#SBATCH --mail-type=ALL
+#write a mail if a job begins, ends, fails, gets requeued or stages out
+
+#SBATCH [email protected]
+# your mail address
+
+
+# Send signale 90 seconds before training ends
+# SBATCH --signal=SIGUSR1@90
+
+#Script
+echo "Job information"
+scontrol show job $SLURM_JOB_ID
+
+export HANNAH_DATA_FOLDER=/mnt/qb/datasets/STAGING/bringmann/datasets/
+
+srun hannah-train experiment_id=baseline dataset.data_folder=$HANNAH_DATA_FOLDER module.num_workers=8

scripts/ml_cloud_ci.sh

@@ -38,3 +38,8 @@ srun --job-name update_env --mincpus 4 --time 01:00:00 poetry install -E vision
 
 pushd experiments/cifar10
 sbatch scripts/train_slurm.sh
+popd
+
+pushd experiments/rhode_island
+sbatch scripts/train_slurm.sh
+popd