add gpu jobs

jobs/mnist_grid_gpu.sh

@@ -0,0 +1,34 @@
+##!/bin/bash -l
+#$ -l tmem=16G
+#$ -l h_rt=50:0:0
+# Use this flag for a gpu job
+#$ -l gpu=true
+#$ -S /bin/bash
+#$ -j y
+#$ -N 
+# Useful to redirect logs
+#$ -o /home/<ucl-id>/hpc-tutorial/jobs/logs
+# Defines array of jobs
+#$ -t 1:5
+# Max number of jobs running at once
+#$ -tc 5
+
+hostname
+date
+SOURCE_DIR='/home/<ucl-id>/hpc-tutorial'
+export PYTHONPATH=$PYTHONPATH:$SOURCE_DIR
+cd $SOURCE_DIR || exit
+source /share/apps/source_files/cuda/cuda-10.1.source
+conda activate hpc-example
+
+
+CONFIG_PATH='jobs/configs/lr-grid.csv'
+
+ROW=$SGE_TASK_ID
+LINE=$(sed -n $((ROW + 1))'{p;q}' "$CONFIG_PATH")
+ARGS=($(echo "$LINE"))
+
+LR=${ARGS[0]}
+
+python pl_examples/image_classifier_4_lightning_module.py -model.lr $LR
+date

jobs/mnist_serial_gpu.sh

@@ -0,0 +1,23 @@
+##!/bin/bash -l
+#$ -l tmem=16G
+#$ -l h_rt=50:0:0
+# Use this flag for a gpu job
+#$ -l gpu=true
+#$ -S /bin/bash
+#$ -j y
+#$ -N 
+# Useful to redirect logs
+#$ -o /home/<ucl-id>/hpc-tutorial/jobs/logs
+
+hostname
+date
+SOURCE_DIR='/home/<ucl-id>/hpc-tutorial'
+export PYTHONPATH=$PYTHONPATH:$SOURCE_DIR
+cd $SOURCE_DIR || exit
+source /share/apps/source_files/cuda/cuda-10.1.source
+conda activate hpc-example
+
+
+python pl_examples/image_classifier_4_lightning_module.py 
+date
+```