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comparison.ipynb

+%% Cell type:code id: tags:
+
+``` python
+from PIL import Image
+import PIL
+import numpy as np
+import time
+import matplotlib.pyplot as plt
+%matplotlib inline
+import pickle
+```
+
+%% Cell type:code id: tags:
+
+``` python
+data='data.pickle'
+with open(data,'rb') as f:
+    speedups = pickle.load(f)
+```
+
+%% Cell type:code id: tags:
+
+``` python
+# x=[]
+# y=[]
+# z=[]
+# for i in range(len(speedups)):
+#     x.append(speedups[i][0])
+#     y.append(speedups[i][1])
+#     z.append(speedups[i][2])
+```
+
+%% Cell type:code id: tags:
+
+``` python
+speedups_fpga=[s for s in speedups if s[2]>1]
+# speedups_cpu={s for s in speedups if s[2]<1}
+speedups_cpu=[s for s in speedups if s[2]<1]
+```
+
+%% Cell type:code id: tags:
+
+``` python
+x=[]
+y=[]
+z=[]
+for i in range(len(speedups_fpga)):
+    x.append(speedups_fpga[i][0])
+    y.append(speedups_fpga[i][1])
+    z.append(speedups_fpga[i][2])
+```
+
+%% Cell type:code id: tags:
+
+``` python
+xc=[]
+yc=[]
+zc=[]
+for i in range(len(speedups_cpu)):
+    xc.append(speedups_cpu[i][0])
+    yc.append(speedups_cpu[i][1])
+    zc.append(speedups_cpu[i][2])
+```
+
+%% Cell type:code id: tags:
+
+``` python
+import matplotlib.pyplot as plt
+from mpl_toolkits.mplot3d import Axes3D
+%matplotlib widget
+```
+
+%% Cell type:code id: tags:
+
+``` python
+fig = plt.figure()
+ax = Axes3D(fig)
+xs,ys,zs =x,y,z
+ax.scatter(xs,ys,zs,marker='o',label='fpga')
+xs,ys,zs =xc,yc,zc
+ax.scatter(xs,ys,zs,marker='*',label='cpu')
+plt.xlabel('pixels in')
+plt.ylabel('pixels out')
+plt.legend()
+plt.show()
+```
+
+%%%% Output: display_data
+
+
+%% Cell type:code id: tags:
+
+``` python
+
+```