Experimental Results Supplementary
Browse files
Experiment Results - Supplementary.csv
ADDED
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1 |
+
Function,Neuron Count Before Optimization,Neuron Count After Optimization,Dead Neurons,Compression Ratio,Percentage of Compression
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2 |
+
Exponential,2,2,0,0,0
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3 |
+
Exponential,3,2,1,0.333333333,33.33333333
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4 |
+
Exponential,4,2,2,0.5,50
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5 |
+
Exponential,5,2,3,0.6,60
|
6 |
+
Exponential,6,1,5,0.833333333,83.33333333
|
7 |
+
Exponential,7,2,5,0.714285714,71.42857143
|
8 |
+
Exponential,8,2,6,0.75,75
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9 |
+
Exponential,9,2,7,0.777777778,77.77777778
|
10 |
+
Exponential,10,3,7,0.7,70
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11 |
+
ExponentiallyScaled,2,1,1,0.5,50
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12 |
+
ExponentiallyScaled,3,2,1,0.333333333,33.33333333
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13 |
+
ExponentiallyScaled,4,1,3,0.75,75
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14 |
+
ExponentiallyScaled,5,1,4,0.8,80
|
15 |
+
ExponentiallyScaled,6,2,4,0.666666667,66.66666667
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16 |
+
ExponentiallyScaled,7,2,5,0.714285714,71.42857143
|
17 |
+
ExponentiallyScaled,8,2,6,0.75,75
|
18 |
+
ExponentiallyScaled,9,3,6,0.666666667,66.66666667
|
19 |
+
ExponentiallyScaled,10,2,8,0.8,80
|
20 |
+
ExponentiallyScaledTranslated,2,1,1,0.5,50
|
21 |
+
ExponentiallyScaledTranslated,3,2,1,0.333333333,33.33333333
|
22 |
+
ExponentiallyScaledTranslated,4,1,3,0.75,75
|
23 |
+
ExponentiallyScaledTranslated,5,2,3,0.6,60
|
24 |
+
ExponentiallyScaledTranslated,6,2,4,0.666666667,66.66666667
|
25 |
+
ExponentiallyScaledTranslated,7,2,5,0.714285714,71.42857143
|
26 |
+
ExponentiallyScaledTranslated,8,2,6,0.75,75
|
27 |
+
ExponentiallyScaledTranslated,9,2,7,0.777777778,77.77777778
|
28 |
+
ExponentiallyScaledTranslated,10,2,8,0.8,80
|
29 |
+
Quadratic,2,1,1,0.5,50
|
30 |
+
Quadratic,3,1,2,0.666666667,66.66666667
|
31 |
+
Quadratic,4,1,3,0.75,75
|
32 |
+
Quadratic,5,1,4,0.8,80
|
33 |
+
Quadratic,6,1,5,0.833333333,83.33333333
|
34 |
+
Quadratic,7,1,6,0.857142857,85.71428571
|
35 |
+
Quadratic,8,4,4,0.5,50
|
36 |
+
Quadratic,9,2,7,0.777777778,77.77777778
|
37 |
+
Quadratic,10,4,6,0.6,60
|
38 |
+
ScaledExponential,2,1,1,0.5,50
|
39 |
+
ScaledExponential,3,2,1,0.333333333,33.33333333
|
40 |
+
ScaledExponential,4,1,3,0.75,75
|
41 |
+
ScaledExponential,5,2,3,0.6,60
|
42 |
+
ScaledExponential,6,2,4,0.666666667,66.66666667
|
43 |
+
ScaledExponential,7,2,5,0.714285714,71.42857143
|
44 |
+
ScaledExponential,8,3,5,0.625,62.5
|
45 |
+
ScaledExponential,9,2,7,0.777777778,77.77777778
|
46 |
+
ScaledExponential,10,3,7,0.7,70
|
47 |
+
ScaledQuadratic,2,1,1,0.5,50
|
48 |
+
ScaledQuadratic,3,2,1,0.333333333,33.33333333
|
49 |
+
ScaledQuadratic,4,1,3,0.75,75
|
50 |
+
ScaledQuadratic,5,1,4,0.8,80
|
51 |
+
ScaledQuadratic,6,2,4,0.666666667,66.66666667
|
52 |
+
ScaledQuadratic,7,1,6,0.857142857,85.71428571
|
53 |
+
ScaledQuadratic,8,1,7,0.875,87.5
|
54 |
+
ScaledQuadratic,9,1,8,0.888888889,88.88888889
|
55 |
+
ScaledQuadratic,10,2,8,0.8,80
|
56 |
+
ScaledSquareroot,2,1,1,0.5,50
|
57 |
+
ScaledSquareroot,3,1,2,0.666666667,66.66666667
|
58 |
+
ScaledSquareroot,4,2,2,0.5,50
|
59 |
+
ScaledSquareroot,5,1,4,0.8,80
|
60 |
+
ScaledSquareroot,6,1,5,0.833333333,83.33333333
|
61 |
+
ScaledSquareroot,7,1,6,0.857142857,85.71428571
|
62 |
+
ScaledSquareroot,8,2,6,0.75,75
|
63 |
+
ScaledSquareroot,9,1,8,0.888888889,88.88888889
|
64 |
+
ScaledSquareroot,10,2,8,0.8,80
|
65 |
+
ScaledXYTranslatedExponential,2,1,1,0.5,50
|
66 |
+
ScaledXYTranslatedExponential,3,2,1,0.333333333,33.33333333
|
67 |
+
ScaledXYTranslatedExponential,4,3,1,0.25,25
|
68 |
+
ScaledXYTranslatedExponential,5,1,4,0.8,80
|
69 |
+
ScaledXYTranslatedExponential,6,2,4,0.666666667,66.66666667
|
70 |
+
ScaledXYTranslatedExponential,7,2,5,0.714285714,71.42857143
|
71 |
+
ScaledXYTranslatedExponential,8,3,5,0.625,62.5
|
72 |
+
ScaledXYTranslatedExponential,9,2,7,0.777777778,77.77777778
|
73 |
+
ScaledXYTranslatedExponential,10,3,7,0.7,70
|
74 |
+
ScaledXYTranslatedQuadratic,2,1,1,0.5,50
|
75 |
+
ScaledXYTranslatedQuadratic,3,1,2,0.666666667,66.66666667
|
76 |
+
ScaledXYTranslatedQuadratic,4,1,3,0.75,75
|
77 |
+
ScaledXYTranslatedQuadratic,5,1,4,0.8,80
|
78 |
+
ScaledXYTranslatedQuadratic,6,1,5,0.833333333,83.33333333
|
79 |
+
ScaledXYTranslatedQuadratic,7,2,5,0.714285714,71.42857143
|
80 |
+
ScaledXYTranslatedQuadratic,8,1,7,0.875,87.5
|
81 |
+
ScaledXYTranslatedQuadratic,9,1,8,0.888888889,88.88888889
|
82 |
+
ScaledXYTranslatedQuadratic,10,1,9,0.9,90
|
83 |
+
ScaledXYTranslatedSquareroot,2,1,1,0.5,50
|
84 |
+
ScaledXYTranslatedSquareroot,3,1,2,0.666666667,66.66666667
|
85 |
+
ScaledXYTranslatedSquareroot,4,1,3,0.75,75
|
86 |
+
ScaledXYTranslatedSquareroot,5,1,4,0.8,80
|
87 |
+
ScaledXYTranslatedSquareroot,6,2,4,0.666666667,66.66666667
|
88 |
+
ScaledXYTranslatedSquareroot,7,2,5,0.714285714,71.42857143
|
89 |
+
ScaledXYTranslatedSquareroot,8,2,6,0.75,75
|
90 |
+
ScaledXYTranslatedSquareroot,9,3,6,0.666666667,66.66666667
|
91 |
+
ScaledXYTranslatedSquareroot,10,1,9,0.9,90
|
92 |
+
Squareroot,2,2,0,0,0
|
93 |
+
Squareroot,3,2,1,0.333333333,33.33333333
|
94 |
+
Squareroot,4,1,3,0.75,75
|
95 |
+
Squareroot,5,3,2,0.4,40
|
96 |
+
Squareroot,6,1,5,0.833333333,83.33333333
|
97 |
+
Squareroot,7,3,4,0.571428571,57.14285714
|
98 |
+
Squareroot,8,2,6,0.75,75
|
99 |
+
Squareroot,9,2,7,0.777777778,77.77777778
|
100 |
+
Squareroot,10,2,8,0.8,80
|
101 |
+
XTranslatedExponential,2,1,1,0.5,50
|
102 |
+
XTranslatedExponential,3,2,1,0.333333333,33.33333333
|
103 |
+
XTranslatedExponential,4,2,2,0.5,50
|
104 |
+
XTranslatedExponential,5,1,4,0.8,80
|
105 |
+
XTranslatedExponential,6,3,3,0.5,50
|
106 |
+
XTranslatedExponential,7,2,5,0.714285714,71.42857143
|
107 |
+
XTranslatedExponential,8,2,6,0.75,75
|
108 |
+
XTranslatedExponential,9,2,7,0.777777778,77.77777778
|
109 |
+
XTranslatedExponential,10,3,7,0.7,70
|
110 |
+
XTranslatedNegativelySignedAbsoluteProduct,2,1,1,0.5,50
|
111 |
+
XTranslatedNegativelySignedAbsoluteProduct,3,2,1,0.333333333,33.33333333
|
112 |
+
XTranslatedNegativelySignedAbsoluteProduct,4,2,2,0.5,50
|
113 |
+
XTranslatedNegativelySignedAbsoluteProduct,5,3,2,0.4,40
|
114 |
+
XTranslatedNegativelySignedAbsoluteProduct,6,2,4,0.666666667,66.66666667
|
115 |
+
XTranslatedNegativelySignedAbsoluteProduct,7,2,5,0.714285714,71.42857143
|
116 |
+
XTranslatedNegativelySignedAbsoluteProduct,8,2,6,0.75,75
|
117 |
+
XTranslatedNegativelySignedAbsoluteProduct,9,3,6,0.666666667,66.66666667
|
118 |
+
XTranslatedNegativelySignedAbsoluteProduct,10,2,8,0.8,80
|
119 |
+
XTranslatedPosititvelySignedAbsoluteProduct,2,2,0,0,0
|
120 |
+
XTranslatedPosititvelySignedAbsoluteProduct,3,2,1,0.333333333,33.33333333
|
121 |
+
XTranslatedPosititvelySignedAbsoluteProduct,4,2,2,0.5,50
|
122 |
+
XTranslatedPosititvelySignedAbsoluteProduct,5,3,2,0.4,40
|
123 |
+
XTranslatedPosititvelySignedAbsoluteProduct,6,3,3,0.5,50
|
124 |
+
XTranslatedPosititvelySignedAbsoluteProduct,7,3,4,0.571428571,57.14285714
|
125 |
+
XTranslatedPosititvelySignedAbsoluteProduct,8,3,5,0.625,62.5
|
126 |
+
XTranslatedPosititvelySignedAbsoluteProduct,9,3,6,0.666666667,66.66666667
|
127 |
+
XTranslatedPosititvelySignedAbsoluteProduct,10,5,5,0.5,50
|
128 |
+
XTranslatedQuadratic,2,1,1,0.5,50
|
129 |
+
XTranslatedQuadratic,3,2,1,0.333333333,33.33333333
|
130 |
+
XTranslatedQuadratic,4,2,2,0.5,50
|
131 |
+
XTranslatedQuadratic,5,2,3,0.6,60
|
132 |
+
XTranslatedQuadratic,6,1,5,0.833333333,83.33333333
|
133 |
+
XTranslatedQuadratic,7,3,4,0.571428571,57.14285714
|
134 |
+
XTranslatedQuadratic,8,2,6,0.75,75
|
135 |
+
XTranslatedQuadratic,9,1,8,0.888888889,88.88888889
|
136 |
+
XTranslatedQuadratic,10,1,9,0.9,90
|
137 |
+
XTranslatedSquareroot,2,2,0,0,0
|
138 |
+
XTranslatedSquareroot,3,1,2,0.666666667,66.66666667
|
139 |
+
XTranslatedSquareroot,4,3,1,0.25,25
|
140 |
+
XTranslatedSquareroot,5,2,3,0.6,60
|
141 |
+
XTranslatedSquareroot,6,1,5,0.833333333,83.33333333
|
142 |
+
XTranslatedSquareroot,7,3,4,0.571428571,57.14285714
|
143 |
+
XTranslatedSquareroot,8,1,7,0.875,87.5
|
144 |
+
XTranslatedSquareroot,9,2,7,0.777777778,77.77777778
|
145 |
+
XTranslatedSquareroot,10,1,9,0.9,90
|
146 |
+
XYTanslatedQuadratic,2,1,1,0.5,50
|
147 |
+
XYTanslatedQuadratic,3,1,2,0.666666667,66.66666667
|
148 |
+
XYTanslatedQuadratic,4,1,3,0.75,75
|
149 |
+
XYTanslatedQuadratic,5,2,3,0.6,60
|
150 |
+
XYTanslatedQuadratic,6,1,5,0.833333333,83.33333333
|
151 |
+
XYTanslatedQuadratic,7,2,5,0.714285714,71.42857143
|
152 |
+
XYTanslatedQuadratic,8,2,6,0.75,75
|
153 |
+
XYTanslatedQuadratic,9,2,7,0.777777778,77.77777778
|
154 |
+
XYTanslatedQuadratic,10,1,9,0.9,90
|
155 |
+
XYTranslatedExponential,2,1,1,0.5,50
|
156 |
+
XYTranslatedExponential,3,2,1,0.333333333,33.33333333
|
157 |
+
XYTranslatedExponential,4,2,2,0.5,50
|
158 |
+
XYTranslatedExponential,5,2,3,0.6,60
|
159 |
+
XYTranslatedExponential,6,2,4,0.666666667,66.66666667
|
160 |
+
XYTranslatedExponential,7,2,5,0.714285714,71.42857143
|
161 |
+
XYTranslatedExponential,8,2,6,0.75,75
|
162 |
+
XYTranslatedExponential,9,2,7,0.777777778,77.77777778
|
163 |
+
XYTranslatedExponential,10,2,8,0.8,80
|
164 |
+
XYTranslatedSquareroot,2,1,1,0.5,50
|
165 |
+
XYTranslatedSquareroot,3,1,2,0.666666667,66.66666667
|
166 |
+
XYTranslatedSquareroot,4,1,3,0.75,75
|
167 |
+
XYTranslatedSquareroot,5,1,4,0.8,80
|
168 |
+
XYTranslatedSquareroot,6,1,5,0.833333333,83.33333333
|
169 |
+
XYTranslatedSquareroot,7,1,6,0.857142857,85.71428571
|
170 |
+
XYTranslatedSquareroot,8,1,7,0.875,87.5
|
171 |
+
XYTranslatedSquareroot,9,3,6,0.666666667,66.66666667
|
172 |
+
XYTranslatedSquareroot,10,3,7,0.7,70
|
173 |
+
YTranslatedExponential,2,1,1,0.5,50
|
174 |
+
YTranslatedExponential,3,2,1,0.333333333,33.33333333
|
175 |
+
YTranslatedExponential,4,1,3,0.75,75
|
176 |
+
YTranslatedExponential,5,2,3,0.6,60
|
177 |
+
YTranslatedExponential,6,2,4,0.666666667,66.66666667
|
178 |
+
YTranslatedExponential,7,1,6,0.857142857,85.71428571
|
179 |
+
YTranslatedExponential,8,3,5,0.625,62.5
|
180 |
+
YTranslatedExponential,9,2,7,0.777777778,77.77777778
|
181 |
+
YTranslatedExponential,10,2,8,0.8,80
|
182 |
+
YTranslatedQuadratic,2,1,1,0.5,50
|
183 |
+
YTranslatedQuadratic,3,1,2,0.666666667,66.66666667
|
184 |
+
YTranslatedQuadratic,4,1,3,0.75,75
|
185 |
+
YTranslatedQuadratic,5,1,4,0.8,80
|
186 |
+
YTranslatedQuadratic,6,1,5,0.833333333,83.33333333
|
187 |
+
YTranslatedQuadratic,7,1,6,0.857142857,85.71428571
|
188 |
+
YTranslatedQuadratic,8,1,7,0.875,87.5
|
189 |
+
YTranslatedQuadratic,9,1,8,0.888888889,88.88888889
|
190 |
+
YTranslatedQuadratic,10,1,9,0.9,90
|
191 |
+
YTranslatedSquareroot,2,1,1,0.5,50
|
192 |
+
YTranslatedSquareroot,3,1,2,0.666666667,66.66666667
|
193 |
+
YTranslatedSquareroot,4,3,1,0.25,25
|
194 |
+
YTranslatedSquareroot,5,1,4,0.8,80
|
195 |
+
YTranslatedSquareroot,6,1,5,0.833333333,83.33333333
|
196 |
+
YTranslatedSquareroot,7,1,6,0.857142857,85.71428571
|
197 |
+
YTranslatedSquareroot,8,2,6,0.75,75
|
198 |
+
YTranslatedSquareroot,9,2,7,0.777777778,77.77777778
|
199 |
+
YTranslatedSquareroot,10,3,7,0.7,70
|