From 8f93a2a02a2ed79004889a3807c31a8c84ceb27f Mon Sep 17 00:00:00 2001
From: Kees van Kempen <k.vankempen@student.science.ru.nl>
Date: Thu, 24 Nov 2022 13:49:26 +0100
Subject: [PATCH] 09: Run batch, add prefix mechanism

---
 Exercise sheet 9/exercise_sheet_09.ipynb      |  13 +++++++-
 Exercise sheet 9/job_latticescalar.sh         |   4 +--
 Exercise sheet 9/latticescalar.py             |   3 +-
 ...ata_l1.0_k0.08_w3_d1.5_20221124134653.hdf5 | Bin 0 -> 6198 bytes
 ...ata_l1.0_k0.09_w3_d1.5_20221124134656.hdf5 | Bin 0 -> 6200 bytes
 ...ata_l1.0_k0.11_w3_d1.5_20221124134701.hdf5 | Bin 0 -> 6199 bytes
 ...ata_l1.0_k0.12_w3_d1.5_20221124134704.hdf5 | Bin 0 -> 6199 bytes
 ...ata_l1.0_k0.13_w3_d1.5_20221124134707.hdf5 | Bin 0 -> 6199 bytes
 ...ata_l1.0_k0.14_w3_d1.5_20221124134710.hdf5 | Bin 0 -> 6198 bytes
 ...ata_l1.0_k0.15_w3_d1.5_20221124134712.hdf5 | Bin 0 -> 6199 bytes
 ...ata_l1.0_k0.16_w3_d1.5_20221124134716.hdf5 | Bin 0 -> 6200 bytes
 ...ata_l1.0_k0.17_w3_d1.5_20221124134718.hdf5 | Bin 0 -> 6200 bytes
 ...ata_l1.0_k0.18_w3_d1.5_20221124134722.hdf5 | Bin 0 -> 6201 bytes
 ...data_l1.0_k0.1_w3_d1.5_20221124134658.hdf5 | Bin 0 -> 6198 bytes
 ...ata_l1.5_k0.08_w3_d1.5_20221124134653.hdf5 | Bin 0 -> 6200 bytes
 ...ata_l1.5_k0.09_w3_d1.5_20221124134656.hdf5 | Bin 0 -> 6199 bytes
 ...ata_l1.5_k0.11_w3_d1.5_20221124134703.hdf5 | Bin 0 -> 6199 bytes
 ...ata_l1.5_k0.12_w3_d1.5_20221124134705.hdf5 | Bin 0 -> 6202 bytes
 ...ata_l1.5_k0.13_w3_d1.5_20221124134708.hdf5 | Bin 0 -> 6198 bytes
 ...ata_l1.5_k0.14_w3_d1.5_20221124134711.hdf5 | Bin 0 -> 6200 bytes
 ...ata_l1.5_k0.15_w3_d1.5_20221124134714.hdf5 | Bin 0 -> 6199 bytes
 ...ata_l1.5_k0.16_w3_d1.5_20221124134717.hdf5 | Bin 0 -> 6200 bytes
 ...ata_l1.5_k0.17_w3_d1.5_20221124134720.hdf5 | Bin 0 -> 6201 bytes
 ...ata_l1.5_k0.18_w3_d1.5_20221124134723.hdf5 | Bin 0 -> 6198 bytes
 ...data_l1.5_k0.1_w3_d1.5_20221124134659.hdf5 | Bin 0 -> 6202 bytes
 ...ata_l2.0_k0.08_w3_d1.5_20221124134653.hdf5 | Bin 0 -> 6199 bytes
 ...ata_l2.0_k0.09_w3_d1.5_20221124134656.hdf5 | Bin 0 -> 6201 bytes
 ...ata_l2.0_k0.11_w3_d1.5_20221124134703.hdf5 | Bin 0 -> 6202 bytes
 ...ata_l2.0_k0.12_w3_d1.5_20221124134705.hdf5 | Bin 0 -> 6201 bytes
 ...ata_l2.0_k0.13_w3_d1.5_20221124134709.hdf5 | Bin 0 -> 6199 bytes
 ...ata_l2.0_k0.14_w3_d1.5_20221124134712.hdf5 | Bin 0 -> 6197 bytes
 ...ata_l2.0_k0.15_w3_d1.5_20221124134714.hdf5 | Bin 0 -> 6200 bytes
 ...ata_l2.0_k0.16_w3_d1.5_20221124134717.hdf5 | Bin 0 -> 6198 bytes
 ...ata_l2.0_k0.17_w3_d1.5_20221124134720.hdf5 | Bin 0 -> 6198 bytes
 ...ata_l2.0_k0.18_w3_d1.5_20221124134724.hdf5 | Bin 0 -> 6197 bytes
 ...data_l2.0_k0.1_w3_d1.5_20221124134659.hdf5 | Bin 0 -> 6202 bytes
 Exercise sheet 9/results/std_2538264_0.txt    |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_1.txt    |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_10.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_11.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_12.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_13.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_14.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_15.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_16.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_17.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_18.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_19.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_2.txt    |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_20.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_21.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_22.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_23.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_24.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_25.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_26.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_27.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_28.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_29.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_3.txt    |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_30.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_31.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_32.txt   |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_33.txt   |   5 +++
 Exercise sheet 9/results/std_2538264_4.txt    |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_5.txt    |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_6.txt    |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_7.txt    |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_8.txt    |  31 ++++++++++++++++++
 Exercise sheet 9/results/std_2538264_9.txt    |  31 ++++++++++++++++++
 70 files changed, 1044 insertions(+), 4 deletions(-)
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.08_w3_d1.5_20221124134653.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.09_w3_d1.5_20221124134656.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.11_w3_d1.5_20221124134701.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.12_w3_d1.5_20221124134704.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.13_w3_d1.5_20221124134707.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.14_w3_d1.5_20221124134710.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.15_w3_d1.5_20221124134712.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.16_w3_d1.5_20221124134716.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.17_w3_d1.5_20221124134718.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.18_w3_d1.5_20221124134722.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.0_k0.1_w3_d1.5_20221124134658.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.08_w3_d1.5_20221124134653.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.09_w3_d1.5_20221124134656.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.11_w3_d1.5_20221124134703.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.12_w3_d1.5_20221124134705.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.13_w3_d1.5_20221124134708.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.14_w3_d1.5_20221124134711.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.15_w3_d1.5_20221124134714.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.16_w3_d1.5_20221124134717.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.17_w3_d1.5_20221124134720.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.18_w3_d1.5_20221124134723.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l1.5_k0.1_w3_d1.5_20221124134659.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.08_w3_d1.5_20221124134653.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.09_w3_d1.5_20221124134656.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.11_w3_d1.5_20221124134703.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.12_w3_d1.5_20221124134705.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.13_w3_d1.5_20221124134709.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.14_w3_d1.5_20221124134712.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.15_w3_d1.5_20221124134714.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.16_w3_d1.5_20221124134717.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.17_w3_d1.5_20221124134720.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.18_w3_d1.5_20221124134724.hdf5
 create mode 100644 Exercise sheet 9/results/batch_data_l2.0_k0.1_w3_d1.5_20221124134659.hdf5
 create mode 100644 Exercise sheet 9/results/std_2538264_0.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_1.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_10.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_11.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_12.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_13.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_14.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_15.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_16.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_17.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_18.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_19.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_2.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_20.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_21.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_22.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_23.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_24.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_25.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_26.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_27.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_28.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_29.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_3.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_30.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_31.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_32.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_33.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_4.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_5.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_6.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_7.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_8.txt
 create mode 100644 Exercise sheet 9/results/std_2538264_9.txt

diff --git a/Exercise sheet 9/exercise_sheet_09.ipynb b/Exercise sheet 9/exercise_sheet_09.ipynb
index e0fcbf8..b01e48f 100644
--- a/Exercise sheet 9/exercise_sheet_09.ipynb	
+++ b/Exercise sheet 9/exercise_sheet_09.ipynb	
@@ -241,7 +241,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "filename: ./data_l1.5_k0.08_w3_d1.5_20221124112842.hdf5\n",
+      "filename: ./data_l1.5_k0.08_w3_d1.5_20221124103953.hdf5\n",
       "current_time :\t\t\t 1669285905.690512\n",
       "delta :\t\t\t 1.5\n",
       "equil_sweeps :\t\t\t 100\n",
@@ -357,6 +357,17 @@
     "**(b)** Write a bash script `job_latticescalar.sh` that submits an array job to the cluster for $w=3$ and $2000$ measurements and $\\lambda = 1.0, 1.5, 2.0$ and $\\kappa = 0.08, 0.09, ..., 0.18$ (so 33 simulations in total). Submit the job to the `hefstud` slurm partition (do not run all 33 in parallel). **(30 pts)**"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "744c914c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# The results are gathered by running `sbatch ../job_latticescalar.sh` from ~/NWI-NM042B_2022/Exercise sheet 9/results.\n",
+    "# This is done to gather the log files in the results folder."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "711111db",
diff --git a/Exercise sheet 9/job_latticescalar.sh b/Exercise sheet 9/job_latticescalar.sh
index 017c964..de3ce8e 100755
--- a/Exercise sheet 9/job_latticescalar.sh	
+++ b/Exercise sheet 9/job_latticescalar.sh	
@@ -4,7 +4,7 @@
 #SBATCH --mem=100M
 #SBATCH --time=2:00:00
 #SBATCH --array=0-33%3
-cd ~/NWI-NM042B_2022/Exercise\ sheet\ 9
+cd ~/NWI-NM042B_2022/Exercise\ sheet\ 9/results
 
 # How to loop over these two arrays:
 #for i in $(seq 0 1 32); do
@@ -17,4 +17,4 @@ idx_lambda=$((SLURM_ARRAY_TASK_ID % 3))
 idx_kappa=$((SLURM_ARRAY_TASK_ID / 3))
 echo ${LAMBDAS[idx_lambda]}
 echo ${KAPPAS[idx_kappa]}
-python3 latticescalar.py -w 3 -n 2000 -l ${LAMBDAS[idx_lambda]} -k ${KAPPAS[idx_kappa]} -n 20
+python3 ../latticescalar.py -w 3 -n 2000 -l ${LAMBDAS[idx_lambda]} -k ${KAPPAS[idx_kappa]} -n 20 -p batch_data_
diff --git a/Exercise sheet 9/latticescalar.py b/Exercise sheet 9/latticescalar.py
index 405c705..6f507db 100644
--- a/Exercise sheet 9/latticescalar.py	
+++ b/Exercise sheet 9/latticescalar.py	
@@ -62,6 +62,7 @@ def main():
 	parser.add_argument('-m', type=int, default=2, help='Number M of sweeps per measurement')
 	parser.add_argument('-o', type=int, default=30, help='Time in seconds between file outputs')
 	parser.add_argument('-f', help='Output filename')
+	parser.add_argument('-p', type=str, default='data_', help='Data output filename prefix')
 	args = parser.parse_args()
 	
 	# perform sanity checks on the arguments
@@ -85,7 +86,7 @@ def main():
 	measurements = args.n or 0
 	if args.f is None:
 		 # construct a filename from the parameters plus a timestamp (to avoid overwriting)
-		 output_filename = "data_l{}_k{}_w{}_d{}_{}.hdf5".format(lamb,kappa,width,delta,time.strftime("%Y%m%d%H%M%S"))
+		 output_filename = "{}l{}_k{}_w{}_d{}_{}.hdf5".format(args.p,lamb,kappa,width,delta,time.strftime("%Y%m%d%H%M%S"))
 	else:
 		 output_filename = args.f
 
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index 0000000000000000000000000000000000000000..c6b6626b46cda282f757c6453513297dab757551
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diff --git a/Exercise sheet 9/results/batch_data_l2.0_k0.18_w3_d1.5_20221124134724.hdf5 b/Exercise sheet 9/results/batch_data_l2.0_k0.18_w3_d1.5_20221124134724.hdf5
new file mode 100644
index 0000000000000000000000000000000000000000..cffb8a8589d2f91b415cb209d1c740e4347275b2
GIT binary patch
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diff --git a/Exercise sheet 9/results/batch_data_l2.0_k0.1_w3_d1.5_20221124134659.hdf5 b/Exercise sheet 9/results/batch_data_l2.0_k0.1_w3_d1.5_20221124134659.hdf5
new file mode 100644
index 0000000000000000000000000000000000000000..6b978082ee3c9e8c774a48d368e1ea2a1c0ebc2c
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/Exercise sheet 9/results/std_2538264_0.txt b/Exercise sheet 9/results/std_2538264_0.txt
new file mode 100644
index 0000000..342a000
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_0.txt	
@@ -0,0 +1,31 @@
+1.0
+0.08
+
+
+###############################################################################
+Science Cluster
+Job 2538265 for user 'kvkempen'
+Finished at: Thu Nov 24 13:46:55 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:46:52
+End                 : 2022-11-24T13:46:55
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 37.40%)
+% User (Computation): 94.21%
+% System (I/O)      :  5.70%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_1.txt b/Exercise sheet 9/results/std_2538264_1.txt
new file mode 100644
index 0000000..454ca24
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_1.txt	
@@ -0,0 +1,31 @@
+1.5
+0.08
+
+
+###############################################################################
+Science Cluster
+Job 2538266 for user 'kvkempen'
+Finished at: Thu Nov 24 13:46:55 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:46:52
+End                 : 2022-11-24T13:46:54
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 56.20%)
+% User (Computation): 92.26%
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+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_10.txt b/Exercise sheet 9/results/std_2538264_10.txt
new file mode 100644
index 0000000..7d16bc4
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_10.txt	
@@ -0,0 +1,31 @@
+1.5
+0.11
+
+
+###############################################################################
+Science Cluster
+Job 2538275 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:04 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn96
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:02
+End                 : 2022-11-24T13:47:04
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 55.70%)
+% User (Computation): 89.14%
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+Mem reserved        : 100M/node
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+Max Disk Write      : 0.00  (cn96)
+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_11.txt b/Exercise sheet 9/results/std_2538264_11.txt
new file mode 100644
index 0000000..b1d28e5
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_11.txt	
@@ -0,0 +1,31 @@
+2.0
+0.11
+
+
+###############################################################################
+Science Cluster
+Job 2538276 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:05 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn96
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:02
+End                 : 2022-11-24T13:47:04
+Reserved walltime   : 02:00:00
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+Used CPU time       : 00:00:01 (efficiency: 55.90%)
+% User (Computation): 91.50%
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+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn96)
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+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_12.txt b/Exercise sheet 9/results/std_2538264_12.txt
new file mode 100644
index 0000000..78f142d
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_12.txt	
@@ -0,0 +1,31 @@
+1.0
+0.12
+
+
+###############################################################################
+Science Cluster
+Job 2538277 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:06 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:04
+End                 : 2022-11-24T13:47:06
+Reserved walltime   : --
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 55.50%)
+% User (Computation): 92.88%
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+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_13.txt b/Exercise sheet 9/results/std_2538264_13.txt
new file mode 100644
index 0000000..fb61995
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_13.txt	
@@ -0,0 +1,31 @@
+1.5
+0.12
+
+
+###############################################################################
+Science Cluster
+Job 2538278 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:08 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:05
+End                 : 2022-11-24T13:47:08
+Reserved walltime   : --
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 37.33%)
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+Max Mem used        : 0.00  (cn97)
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+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_14.txt b/Exercise sheet 9/results/std_2538264_14.txt
new file mode 100644
index 0000000..f66e37b
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_14.txt	
@@ -0,0 +1,31 @@
+2.0
+0.12
+
+
+###############################################################################
+Science Cluster
+Job 2538279 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:08 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : PENDING
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:05
+End                 : --
+Reserved walltime   : --
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+Used CPU time       : 00:00:01 (efficiency: 37.47%)
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+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_15.txt b/Exercise sheet 9/results/std_2538264_15.txt
new file mode 100644
index 0000000..cbed242
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_15.txt	
@@ -0,0 +1,31 @@
+1.0
+0.13
+
+
+###############################################################################
+Science Cluster
+Job 2538280 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:09 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:06
+End                 : 2022-11-24T13:47:09
+Reserved walltime   : 02:00:00
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+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_16.txt b/Exercise sheet 9/results/std_2538264_16.txt
new file mode 100644
index 0000000..c9c15c8
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_16.txt	
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+1.5
+0.13
+
+
+###############################################################################
+Science Cluster
+Job 2538281 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:10 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
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+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:08
+End                 : 2022-11-24T13:47:10
+Reserved walltime   : 02:00:00
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+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_17.txt b/Exercise sheet 9/results/std_2538264_17.txt
new file mode 100644
index 0000000..2c89584
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_17.txt	
@@ -0,0 +1,31 @@
+2.0
+0.13
+
+
+###############################################################################
+Science Cluster
+Job 2538282 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:11 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
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+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:08
+End                 : 2022-11-24T13:47:11
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+Max Disk Write      : 0.00  (cn96)
+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_18.txt b/Exercise sheet 9/results/std_2538264_18.txt
new file mode 100644
index 0000000..d4d73d3
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_18.txt	
@@ -0,0 +1,31 @@
+1.0
+0.14
+
+
+###############################################################################
+Science Cluster
+Job 2538283 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:12 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
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+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:09
+End                 : --
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+Mem reserved        : 0/node
+Max Mem used        : 0.00  ()
+Max Disk Write      : 0.00  ()
+Max Disk Read       : 0.00  ()
+
diff --git a/Exercise sheet 9/results/std_2538264_19.txt b/Exercise sheet 9/results/std_2538264_19.txt
new file mode 100644
index 0000000..e652ae0
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_19.txt	
@@ -0,0 +1,31 @@
+1.5
+0.14
+
+
+###############################################################################
+Science Cluster
+Job 2538284 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:13 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:10
+End                 : 2022-11-24T13:47:13
+Reserved walltime   : --
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 35.13%)
+% User (Computation): 94.31%
+% System (I/O)      :  5.60%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_2.txt b/Exercise sheet 9/results/std_2538264_2.txt
new file mode 100644
index 0000000..11dad2a
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_2.txt	
@@ -0,0 +1,31 @@
+2.0
+0.08
+
+
+###############################################################################
+Science Cluster
+Job 2538267 for user 'kvkempen'
+Finished at: Thu Nov 24 13:46:55 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:46:52
+End                 : 2022-11-24T13:46:55
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 37.40%)
+% User (Computation): 93.40%
+% System (I/O)      :  6.51%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_20.txt b/Exercise sheet 9/results/std_2538264_20.txt
new file mode 100644
index 0000000..679d292
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_20.txt	
@@ -0,0 +1,31 @@
+2.0
+0.14
+
+
+###############################################################################
+Science Cluster
+Job 2538285 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:14 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:11
+End                 : 2022-11-24T13:47:13
+Reserved walltime   : --
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 54.45%)
+% User (Computation): 88.89%
+% System (I/O)      : 11.11%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_21.txt b/Exercise sheet 9/results/std_2538264_21.txt
new file mode 100644
index 0000000..d6872be
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_21.txt	
@@ -0,0 +1,31 @@
+1.0
+0.15
+
+
+###############################################################################
+Science Cluster
+Job 2538286 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:15 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:12
+End                 : 2022-11-24T13:47:15
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 37.10%)
+% User (Computation): 94.34%
+% System (I/O)      :  5.66%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_22.txt b/Exercise sheet 9/results/std_2538264_22.txt
new file mode 100644
index 0000000..561bb9f
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_22.txt	
@@ -0,0 +1,31 @@
+1.5
+0.15
+
+
+###############################################################################
+Science Cluster
+Job 2538287 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:16 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn96
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:14
+End                 : 2022-11-24T13:47:16
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 55.95%)
+% User (Computation): 91.42%
+% System (I/O)      :  8.49%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn96)
+Max Disk Write      : 0.00  (cn96)
+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_23.txt b/Exercise sheet 9/results/std_2538264_23.txt
new file mode 100644
index 0000000..6ae9ca9
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_23.txt	
@@ -0,0 +1,31 @@
+2.0
+0.15
+
+
+###############################################################################
+Science Cluster
+Job 2538288 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:16 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn96
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:14
+End                 : 2022-11-24T13:47:16
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 56.15%)
+% User (Computation): 93.50%
+% System (I/O)      :  6.41%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn96)
+Max Disk Write      : 0.00  (cn96)
+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_24.txt b/Exercise sheet 9/results/std_2538264_24.txt
new file mode 100644
index 0000000..3ae0978
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_24.txt	
@@ -0,0 +1,31 @@
+1.0
+0.16
+
+
+###############################################################################
+Science Cluster
+Job 2538289 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:18 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : PENDING
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:15
+End                 : --
+Reserved walltime   : --
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 56.85%)
+% User (Computation): 93.14%
+% System (I/O)      :  6.77%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_25.txt b/Exercise sheet 9/results/std_2538264_25.txt
new file mode 100644
index 0000000..b30e94f
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_25.txt	
@@ -0,0 +1,31 @@
+1.5
+0.16
+
+
+###############################################################################
+Science Cluster
+Job 2538290 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:19 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:16
+End                 : --
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 36.93%)
+% User (Computation): 92.87%
+% System (I/O)      :  7.13%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_26.txt b/Exercise sheet 9/results/std_2538264_26.txt
new file mode 100644
index 0000000..4929112
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_26.txt	
@@ -0,0 +1,31 @@
+2.0
+0.16
+
+
+###############################################################################
+Science Cluster
+Job 2538291 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:20 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:16
+End                 : 2022-11-24T13:47:19
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 36.67%)
+% User (Computation): 93.09%
+% System (I/O)      :  6.82%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_27.txt b/Exercise sheet 9/results/std_2538264_27.txt
new file mode 100644
index 0000000..9a3ddce
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_27.txt	
@@ -0,0 +1,31 @@
+1.0
+0.17
+
+
+###############################################################################
+Science Cluster
+Job 2538292 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:21 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:18
+End                 : 2022-11-24T13:47:21
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 37.07%)
+% User (Computation): 94.15%
+% System (I/O)      :  5.76%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_28.txt b/Exercise sheet 9/results/std_2538264_28.txt
new file mode 100644
index 0000000..1efb984
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_28.txt	
@@ -0,0 +1,31 @@
+1.5
+0.17
+
+
+###############################################################################
+Science Cluster
+Job 2538293 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:22 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn96
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:19
+End                 : 2022-11-24T13:47:22
+Reserved walltime   : --
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 36.33%)
+% User (Computation): 94.04%
+% System (I/O)      :  5.96%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn96)
+Max Disk Write      : 0.00  (cn96)
+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_29.txt b/Exercise sheet 9/results/std_2538264_29.txt
new file mode 100644
index 0000000..1adab7c
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_29.txt	
@@ -0,0 +1,31 @@
+2.0
+0.17
+
+
+###############################################################################
+Science Cluster
+Job 2538294 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:23 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn96
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:19
+End                 : 2022-11-24T13:47:23
+Reserved walltime   : --
+Used walltime       : 00:00:04
+Used CPU time       : 00:00:01 (efficiency: 27.52%)
+% User (Computation): 92.19%
+% System (I/O)      :  7.81%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn96)
+Max Disk Write      : 0.00  (cn96)
+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_3.txt b/Exercise sheet 9/results/std_2538264_3.txt
new file mode 100644
index 0000000..b85ac0b
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_3.txt	
@@ -0,0 +1,31 @@
+1.0
+0.09
+
+
+###############################################################################
+Science Cluster
+Job 2538268 for user 'kvkempen'
+Finished at: Thu Nov 24 13:46:58 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn96
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:46:55
+End                 : 2022-11-24T13:46:58
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 38.13%)
+% User (Computation): 92.40%
+% System (I/O)      :  7.52%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn96)
+Max Disk Write      : 0.00  (cn96)
+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_30.txt b/Exercise sheet 9/results/std_2538264_30.txt
new file mode 100644
index 0000000..fb87fc3
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_30.txt	
@@ -0,0 +1,31 @@
+1.0
+0.18
+
+
+###############################################################################
+Science Cluster
+Job 2538295 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:23 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:21
+End                 : 2022-11-24T13:47:23
+Reserved walltime   : --
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 55.60%)
+% User (Computation): 94.42%
+% System (I/O)      :  5.49%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_31.txt b/Exercise sheet 9/results/std_2538264_31.txt
new file mode 100644
index 0000000..8cdaa8b
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_31.txt	
@@ -0,0 +1,31 @@
+1.5
+0.18
+
+
+###############################################################################
+Science Cluster
+Job 2538296 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:24 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:22
+End                 : 2022-11-24T13:47:24
+Reserved walltime   : --
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 53.15%)
+% User (Computation): 94.07%
+% System (I/O)      :  5.93%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_32.txt b/Exercise sheet 9/results/std_2538264_32.txt
new file mode 100644
index 0000000..32934ff
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_32.txt	
@@ -0,0 +1,31 @@
+2.0
+0.18
+
+
+###############################################################################
+Science Cluster
+Job 2538297 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:25 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:23
+End                 : 2022-11-24T13:47:25
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 55.50%)
+% User (Computation): 94.05%
+% System (I/O)      :  5.86%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_33.txt b/Exercise sheet 9/results/std_2538264_33.txt
new file mode 100644
index 0000000..40068ba
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_33.txt	
@@ -0,0 +1,5 @@
+1.0
+
+usage: latticescalar.py [-h] [-l L] [-k K] [-w W] [-d D] [-n N] [-e E] [-m M]
+                        [-o O] [-f F] [-p P]
+latticescalar.py: error: argument -k: expected one argument
diff --git a/Exercise sheet 9/results/std_2538264_4.txt b/Exercise sheet 9/results/std_2538264_4.txt
new file mode 100644
index 0000000..07a5a66
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_4.txt	
@@ -0,0 +1,31 @@
+1.5
+0.09
+
+
+###############################################################################
+Science Cluster
+Job 2538269 for user 'kvkempen'
+Finished at: Thu Nov 24 13:46:57 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn96
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:46:55
+End                 : 2022-11-24T13:46:57
+Reserved walltime   : --
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 56.35%)
+% User (Computation): 93.08%
+% System (I/O)      :  6.83%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn96)
+Max Disk Write      : 0.00  (cn96)
+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_5.txt b/Exercise sheet 9/results/std_2538264_5.txt
new file mode 100644
index 0000000..373f264
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_5.txt	
@@ -0,0 +1,31 @@
+2.0
+0.09
+
+
+###############################################################################
+Science Cluster
+Job 2538270 for user 'kvkempen'
+Finished at: Thu Nov 24 13:46:59 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn96
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:46:55
+End                 : 2022-11-24T13:46:58
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 38.10%)
+% User (Computation): 92.83%
+% System (I/O)      :  7.17%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn96)
+Max Disk Write      : 0.00  (cn96)
+Max Disk Read       : 0.00  (cn96)
+
diff --git a/Exercise sheet 9/results/std_2538264_6.txt b/Exercise sheet 9/results/std_2538264_6.txt
new file mode 100644
index 0000000..31bac28
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_6.txt	
@@ -0,0 +1,31 @@
+1.0
+0.10
+
+
+###############################################################################
+Science Cluster
+Job 2538271 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:00 CET 2022
+
+Job details:
+============
+
+Name                : job_latticescalar.sh
+User                : kvkempen
+Partition           : hefstud
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:46:58
+End                 : 2022-11-24T13:47:00
+Reserved walltime   : 02:00:00
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 55.35%)
+% User (Computation): 91.69%
+% System (I/O)      :  8.31%
+Mem reserved        : 100M/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_7.txt b/Exercise sheet 9/results/std_2538264_7.txt
new file mode 100644
index 0000000..3ac8b38
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_7.txt	
@@ -0,0 +1,31 @@
+1.5
+0.10
+
+
+###############################################################################
+Science Cluster
+Job 2538272 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:02 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:46:59
+End                 : 2022-11-24T13:47:02
+Reserved walltime   : --
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 35.57%)
+% User (Computation): 93.81%
+% System (I/O)      :  6.09%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_8.txt b/Exercise sheet 9/results/std_2538264_8.txt
new file mode 100644
index 0000000..d378493
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_8.txt	
@@ -0,0 +1,31 @@
+2.0
+0.10
+
+
+###############################################################################
+Science Cluster
+Job 2538273 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:02 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:46:59
+End                 : 2022-11-24T13:47:01
+Reserved walltime   : --
+Used walltime       : 00:00:02
+Used CPU time       : 00:00:01 (efficiency: 54.40%)
+% User (Computation): 93.75%
+% System (I/O)      :  6.16%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+
diff --git a/Exercise sheet 9/results/std_2538264_9.txt b/Exercise sheet 9/results/std_2538264_9.txt
new file mode 100644
index 0000000..8e53c98
--- /dev/null
+++ b/Exercise sheet 9/results/std_2538264_9.txt	
@@ -0,0 +1,31 @@
+1.0
+0.11
+
+
+###############################################################################
+Science Cluster
+Job 2538274 for user 'kvkempen'
+Finished at: Thu Nov 24 13:47:03 CET 2022
+
+Job details:
+============
+
+Name                : allocation
+User                : kvkempen
+Partition           : 
+Nodes               : cn97
+Cores               : 1
+State               : COMPLETED
+Submit              : 2022-11-24T13:46:52
+Start               : 2022-11-24T13:47:00
+End                 : 2022-11-24T13:47:03
+Reserved walltime   : --
+Used walltime       : 00:00:03
+Used CPU time       : 00:00:01 (efficiency: 37.07%)
+% User (Computation): 93.44%
+% System (I/O)      :  6.56%
+Mem reserved        : 0/node
+Max Mem used        : 0.00  (cn97)
+Max Disk Write      : 0.00  (cn97)
+Max Disk Read       : 0.00  (cn97)
+