import matplotlib.pyplot as plt h48 = [ ("H48 h11 k2", 56.1, [0.23, 1.15, 5.08, 31.30], [0.06, 0.31, 1.31, 7.96], [0.02, 0.1, 0.43, 2.48] ), ("H48 h10 k2", 28.1, [0.34, 1.80, 7.77], [0.1, 0.47, 2.00, 13.54], [0.03, 0.16, 0.74, 4.43] ), ("H48 h9 k2", 14.1, [0.42, 2.84, 12.86], [0.14, 0.83, 3.82, 25.98], [0.04, 0.26, 1.18, 8.31] ), ("H48 h8 k2", 7.1, [0.86, 6.66, 27.4], [0.27, 2.02, 7.94], [0.08, 0.6, 2.48] ), ("H48 h7 k2", 3.6, [1.47, 8.9, 42.46], [0.35, 2.59, 12.41], [0.11, 0.81, 3.91] ), ("H48 h6 k2", 1.8, [2.28, 16.89], [0.65, 4.79, 23.91], [0.21, 1.53, 7.82] ) ] vcube = [ ("vcube 404", 31.8, [0.3, 1.25, 6.87, 57.49], [0.1, 0.38, 1.88, 16.98], [0.03, 0.16, 0.67, 6.36] ), ("vcube 308", 21.2, [0.2, 1.11, 6.92], [0.06, 0.42, 1.95, 17.73], [0.04, 0.26, 1.18, 9.53] ), ("vcube 208", 7.3, [0.57, 4.41, 20.75], [0.17, 1.49, 5.88], [0.08, 0.8, 2.38] ), ("vcube 112", 2.4, [1.01, 9.39], [0.29, 3.15, 12.06], [0.15, 1.66, 5.18] ) ] h48_x = [i[1] for i in h48] vcube_x = [i[1] for i in vcube] def getarr(m, t, a): return [i[2+t][m-17] for i in a if len(i[2+t]) > m-17] def gethv(m, t): return getarr(m, t, h48), getarr(m, t, vcube) def showplt(plt, title, h48y, vcubey): plt.clf() plt.title(title) plt.xlabel("Table size (GiB)") plt.ylabel("Time to solve (s / cube)") plt.plot(h48_x[:len(h48y)], h48y, "o--", label = "H48") plt.plot(vcube_x[:len(vcubey)], vcubey, "o--", label = "vcube") plt.legend(loc = "right") filename = title.replace(" ", "").replace(",", "") + ".png" plt.savefig("benchmarks/img/" + filename, dpi=300) #plt.show() for i in range(17, 21): for j in range(0, 3): title = "{} moves, {} thread{}".format( i, 4**j, "s" if j > 0 else "") h, v = gethv(i, j) showplt(plt, title, h, v)