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[script] Print performance against the number of Byte
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mp-17 committed Nov 28, 2023
1 parent ad3685c commit f775846
Showing 1 changed file with 25 additions and 2 deletions.
27 changes: 25 additions & 2 deletions scripts/plot2d.py
Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,18 @@
Specify a file that contains all the kernel files with results.
''')

parser.add_argument('-o', '--outfile', action='store',
help=
'''
Specify a the path in which you want to save the plot.
''')

parser.add_argument('-s', '--show', action='store',
help=
'''
Show the plot.
''')

args = parser.parse_args()

# Roofline plot
Expand All @@ -34,9 +46,13 @@ def heatmap(db):
axisfont = {'fontname' : 'Garamond'};
sns.heatmap(db, cmap="Greens", annot=True)
plt.title('Relative kernel performance on maximum achievable', **titlefont)
plt.xlabel('Vector Length [elements]', **axisfont)
plt.xlabel('Vector Length [Byte]', **axisfont)
plt.ylabel('Kernel', **axisfont)
plt.show()
if args.show:
plt.show()
if args.outfile:
plt.savefig(args.outfile)


# Append a new entry to the main database
def append_entry(lst, template):
Expand All @@ -63,6 +79,10 @@ def update_db(fpath, db, template):
'sb_full' : int(elm[9]),
}

def elm_2_byte_db(db):
for i, elm in enumerate(db):
db[i]['vsize'] = elm['vsize'] * elm['sew']

def kernel_list_gen(db):
return list(set([d['kernel'] for d in db]))

Expand Down Expand Up @@ -94,6 +114,9 @@ def main():
# Update the database with the information from the input file
update_db(args.infile, db, template)

# Size in Byte
elm_2_byte_db(db)

# Build list of available kernels and common vsizes
kernel_list = kernel_list_gen(db)
vsize_list = vsize_list_gen(db, kernel_list)
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