New translations draw_running_time.py (Chinese Simplified)

lang/zh/notebooks/utils/draw_running_time.py

@@ -0,0 +1,86 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+Draw running time.
+Created on Mon Sep 24 17:37:26 2018
+
+@author: ljia
+"""
+
+import numpy as np
+import matplotlib.pyplot as plt
+
+N = 7
+tgm1 = np.array([0.73, 
+         0.88,
+         1.65,
+         1.97,
+         4.89,
+         36.98,
+         704.54])
+tgm2 = np.array([0.77,
+        1.22,
+        2.95,
+        5.70,
+        20.29,
+        147.09,
+        3477.65])
+tms1 = np.array([2.68, 
+        3.41, 
+        3.36,
+        237.00,
+        7.58,
+        255.48,
+        717.35])
+tms2 = np.array([3.93, 
+        4.96, 
+        5.84,
+        833.06,
+        26.62,
+        807.84,
+        3515.72])
+
+fig, ax = plt.subplots(1, 1, figsize=(10.5, 4.2))
+
+ind = np.arange(N)    # the x locations for the groups
+width = 0.23       # the width of the bars: can also be len(x) sequence
+
+p1 = ax.bar(ind - width * 0.03, tgm1, width, label='compute Gram matrix on $CRIANN$ ($t_1$)', zorder=3)
+p2 = ax.bar(ind - width * 0.03, tms1 - tgm1, width, bottom=tgm1, label='model selection on $CRIANN$', zorder=3)
+p3 = ax.bar(ind + width * 1.03, tgm2, width, label='compute Gram matrix on $laptop$ ($t_2$)', zorder=3)
+p4 = ax.bar(ind + width * 1.03, tms2 - tgm2, width, bottom=tgm2, label='model selection on $laptop$', zorder=3)
+
+ax.set_yscale('log', nonposy='clip')
+ax.set_xlabel('datasets')
+ax.set_ylabel('runtime($s$)')
+#ax.set_title('Runtime of the shortest path kernel on all datasets')
+plt.xticks(ind + width / 2, ('Alkane', 'Acyclic', 'MAO', 'PAH', 'MUTAG', 
+                             'Letter-med', 'ENZYMES'))
+#ax.set_yticks(np.logspace(-16, -3, num=20, base=10))
+#ax.set_ylim(bottom=1e-15)
+ax.grid(axis='y', zorder=0)
+ax.spines['top'].set_visible(False)
+ax.spines['bottom'].set_visible(False)
+ax.spines['left'].set_visible(False)
+ax.spines['right'].set_visible(False)
+ax.xaxis.set_ticks_position('none')
+
+ax2 = ax.twinx()
+p5 = ax2.plot(ind + width / 2, tgm2 / tgm1, 'bo-', 
+              label='$t_2 / $ $t_1$')
+ax2.set_ylabel('ratios')
+ax2.spines['top'].set_visible(False)
+ax2.spines['bottom'].set_visible(False)
+ax2.spines['left'].set_visible(False)
+ax2.spines['right'].set_visible(False)
+ax2.xaxis.set_ticks_position('none')
+ax2.yaxis.set_ticks_position('none'
+                             )
+ax.yaxis.set_ticks_position('none')
+
+fig.subplots_adjust(right=0.63)
+fig.legend(loc='right', ncol=1, frameon=False) # , ncol=5, labelspacing=0.1, handletextpad=0.4, columnspacing=0.6)
+
+plt.savefig('../check_gm/parallel_runtime_on_different_machines.eps', format='eps', dpi=300,
+            transparent=True, bbox_inches='tight')
+plt.show()