diff --git a/figures/cpu_matvec.pdf b/figures/cpu_matvec.pdf
index 3471140..3208ab8 100644
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diff --git a/figures/cpu_matvec.png b/figures/cpu_matvec.png
new file mode 100644
index 0000000..c9ef611
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diff --git a/figures/kernels.pdf b/figures/kernels.pdf
index d78f55d..1b2283f 100644
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diff --git a/figures/kernels.png b/figures/kernels.png
new file mode 100644
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diff --git a/figures/mlfmm_bw.pdf b/figures/mlfmm_bw.pdf
index 51592b7..b8676c6 100644
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diff --git a/figures/mlfmm_bw.png b/figures/mlfmm_bw.png
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diff --git a/figures/mlfmm_minsky.pdf b/figures/mlfmm_minsky.pdf
index af7c036..f26ffc1 100644
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diff --git a/figures/mlfmm_minsky.png b/figures/mlfmm_minsky.png
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diff --git a/figures/plots.py b/figures/plots.py
index 1d884f4..580f23b 100644
--- a/figures/plots.py
+++ b/figures/plots.py
@@ -4,6 +4,9 @@ import numpy as np
 import matplotlib.pyplot as plt
 plt.rcdefaults()
 
+DPI=600
+
+path = 'figures/cpu_matvec'
 fig, ax = plt.subplots()
 systems = ('BW (32T)', "Minsky (160T)")
 mlfmm = (8.65e4, 4.71e4)
@@ -15,9 +18,12 @@ ax.set_xticks(x_pos)
 ax.set_xticklabels(systems)
 ax.set_ylabel("Execution Time (ms)")
 # ax.set_title('How fast do you want to go today?')
-plt.savefig('figures/cpu_matvec.pdf')
-print 'figures/cpu_matvec.pdf'
+plt.savefig(path+'.pdf')
+plt.savefig(path+'.png', dpi=DPI)
+print path
 
+
+path='figures/mlfmm_bw'
 fig, ax = plt.subplots()
 systems = ('1T', "32T", "1 GPU" ,"4 GPU", "16 GPU")
 mlfmm = (1.50e6, 8.64e4, 2.78e4, 7.01e3, 1.89e3)
@@ -29,9 +35,11 @@ ax.set_xticklabels(systems)
 ax.set_ylabel("Per-MLFMM Execution Time (ms)")
 plt.ylim([1, 1e5])
 # ax.set_title('How fast do you want to go today?')
-plt.savefig('figures/mlfmm_bw.pdf')
-print 'figures/mlfmm_bw.pdf'
+plt.savefig(path+'.pdf')
+plt.savefig(path+'.png', dpi=DPI)
+print path
 
+path="figures/mlfmm_minsky"
 fig, ax = plt.subplots()
 systems = ('1T', "160T", "1 GPU" ,"4 GPU")
 mlfmm = (1.25e6, 4.71e4, 5.22e3, 1.29e3)
@@ -43,8 +51,9 @@ ax.set_xticklabels(systems)
 ax.set_ylabel("Per-MLFMM Execution Time (ms)")
 plt.ylim([1, 1e5])
 # ax.set_title('How fast do you want to go today?')
-plt.savefig('figures/mlfmm_minsky.pdf')
-print 'figures/mlfmm_minsky.pdf'
+plt.savefig(path+'.pdf')
+plt.savefig(path+'.png', dpi=DPI)
+print path
 
 fig, ax = plt.subplots()
 systems = ['BW 32T', "Minsky 160T", "BW 4 GPU" ,"Minsky 4 GPU"]
@@ -62,6 +71,7 @@ l2l_ratio = [i/j for i,j in zip(l2l, total)]
 l2p_ratio = [i/j for i,j in zip(l2p, total)]
 p2p_ratio = [i/j for i,j in zip(p2p, total)]
 
+path = 'figures/kernels'
 x_pos = np.arange(len(systems))
 ax.bar(x_pos, p2p_ratio, color='0', label='p2p')
 ax.bar(x_pos, l2p_ratio, color='0.15', label='l2p', bottom=p2p_ratio)
@@ -76,5 +86,6 @@ handles, labels = ax.get_legend_handles_labels()
 ax.legend(handles, labels)
 # plt.ylim([1, 1e4])
 # ax.set_title('How fast do you want to go today?')
-plt.savefig('figures/kernels.pdf')
-print 'figures/kernels.pdf'
\ No newline at end of file
+plt.savefig(path+'.pdf')
+plt.savefig(path+'.png', dpi=DPI)
+print path
\ No newline at end of file