80 lines
2.3 KiB
Python
80 lines
2.3 KiB
Python
import numpy as np
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import seaborn as sns
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import matplotlib.pyplot as plt
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import math
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sns.set(style="white", context="talk")
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plt.rcdefaults()
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DPI=300
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BBOX_INCHES='tight'
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def autolabel(ax, rect):
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"""
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Attach a text label above each bar displaying its height
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"""
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height = rect.get_height()
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ax.text(rect.get_x() + rect.get_width()/2., 1.05*height,
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'%d' % int(round(height)),
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ha='center', va='bottom')
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path='figures/mlfmm_bw'
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width=0.33
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fig, ax = plt.subplots()
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systems = ('1T\n(1 XE)', "32T\n(1 XE)", "1 GPU\n(1 XK)" ,"4 GPU\n(4 XK)", "16 GPU\n(16 XK)")
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mlfmm = (1.50e6, 8.64e4, 2.783779e4, 7.01e3, 1.89e3)
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num = (45,45,45,45,47)
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x_pos = np.arange(len(systems))
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rects = ax.bar([p-width/2 for p in x_pos], [i/j for i,j in zip(mlfmm,num)], color='darkgray', log=True, width=width)
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autolabel(ax, rects[0])
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autolabel(ax, rects[1])
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autolabel(ax, rects[2])
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autolabel(ax, rects[3])
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autolabel(ax, rects[4])
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ax.set_ylim(1,8e4)
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ax2=ax.twinx()
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rects = ax2.bar([p+width/2 for p in x_pos], [mlfmm[0] / i for i in mlfmm], color='lightgray', log=True, width=width)
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autolabel(ax2, rects[1])
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autolabel(ax2, rects[2])
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autolabel(ax2, rects[3])
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autolabel(ax2, rects[4])
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ax2.set_ylim(1,1.5e3)
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ax.set_xticks(x_pos)
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ax.set_xticklabels(systems)
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ax.set_ylabel("Per-MLFMM Execution Time (ms)")
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ax2.set_ylabel("Speedup over Sequential")
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plt.savefig(path+'.pdf', bbox_inches=BBOX_INCHES)
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plt.savefig(path+'.png', dpi=DPI, bbox_inches=BBOX_INCHES)
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print path
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path="figures/mlfmm_minsky"
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width = 0.33
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fig, ax = plt.subplots()
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systems = ('1T', "160T", "1 GPU" ,"4 GPU")
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mlfmm = [1.25e6, 4.84e4, 5.22e3, 1.29e3]
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num = (44,44,44,44)
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x_pos = np.arange(len(systems))
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rects = ax.bar([p-width/2 for p in x_pos], [i/j for i,j in zip(mlfmm,num)], color='darkgray', log=True, width=width)
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autolabel(ax, rects[0])
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autolabel(ax, rects[1])
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autolabel(ax, rects[2])
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autolabel(ax, rects[3])
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ax.set_ylim(1,8e4)
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ax2=ax.twinx()
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rects = ax2.bar([p+width/2 for p in x_pos], [mlfmm[0] / i for i in mlfmm], color='lightgray', log=True, width=width)
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autolabel(ax2, rects[1])
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autolabel(ax2, rects[2])
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autolabel(ax2, rects[3])
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ax2.set_ylim(1,1.5e3)
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ax.set_xticks(x_pos)
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ax.set_xticklabels(systems)
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ax.set_ylabel("Per-MLFMM Execution Time (ms)")
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ax2.set_ylabel("Speedup over Sequential")
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plt.savefig(path+'.pdf', bbox_inches=BBOX_INCHES)
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plt.savefig(path+'.png', dpi=DPI, bbox_inches=BBOX_INCHES)
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print path
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