From 86b8026f9935f21358066346212d6fa1d001e165 Mon Sep 17 00:00:00 2001
From: Dominic Kempf <dominic.kempf@iwr.uni-heidelberg.de>
Date: Thu, 22 Dec 2016 17:03:48 +0100
Subject: [PATCH] Add script to calculate flops
---
bin/calculate_floprate.py | 29 +++++++++++++++++++++++++++++
1 file changed, 29 insertions(+)
create mode 100644 bin/calculate_floprate.py
diff --git a/bin/calculate_floprate.py b/bin/calculate_floprate.py
new file mode 100644
index 00000000..87824d36
--- /dev/null
+++ b/bin/calculate_floprate.py
@@ -0,0 +1,29 @@
+#!/usr/bin/env python
+
+import pandas
+
+
+def parse_data():
+ frame = pandas.read_csv('timings.csv', header=None, names=('exec', 'kernel', 'what', 'value'), delimiter=' ')
+ time = frame[frame.what == "time"]
+ ops = frame[frame.what != "time"]
+
+ # Here we should take 'min', but right now there are some zeroes written
+ timedata = time.groupby(('exec', 'kernel'))['value'].max()
+ opsdata = ops.groupby(('exec', 'kernel'))['value'].max()
+
+ return timedata, opsdata
+
+
+def calculate_floprate():
+ time, ops = parse_data()
+
+ for key in time.keys():
+ exe, kernel = key
+ print "exe={}".format(exe)
+ print "kernel={}".format(kernel)
+ print "FLOPS={}\n".format(ops[exe][kernel] / time[exe][kernel])
+
+
+if __name__ == '__main__':
+ calculate_floprate()
--
GitLab